diff --git a/README.md b/README.md index b82a30da..306ca4c9 100644 --- a/README.md +++ b/README.md @@ -141,7 +141,7 @@ Additionally, as of May 2026, Nubenetes has reached the **Platinum Operational T | :--- | :--- | | **Total Technical Resources (Links)** | **18360+** | | **Specialized MD Pages** | **162** | -| **Total Commits** | **5820+** | +| **Total Commits** | **5822+** | | **Primary AI Engine** | **Google Gemini (Agentic)** | @@ -179,7 +179,7 @@ The growth of Nubenetes reflects the acceleration of the Cloud Native ecosystem. | 6 | 2023 | 30 | 123 | Maintenance & Refinement | | 7 | 2024 | 53 | 218 | Curation Strategy Pivot | | 8 | 2025 | 5 | 20 | Stability & Research Phase | -| 9 | 2026 | 2261 | 9,337 | **Agentic AI Surge** (May 2026 Inception) | +| 9 | 2026 | 2263 | 9,346 | **Agentic AI Surge** (May 2026 Inception) | @@ -195,8 +195,8 @@ xychart-beta title "Nubenetes Annual Growth Metrics (2018–2026)" x-axis ["2018", "2019", "2020", "2021", "2022", "2023", "2024", "2025", "2026"] y-axis "Volume (Commits / Estimated New Refs)" 0 --> 10000 - bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 9337] - bar [350, 142, 2046, 531, 402, 30, 53, 5, 2261] + bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 9346] + bar [350, 142, 2046, 531, 402, 30, 53, 5, 2263] ``` @@ -206,7 +206,7 @@ xychart-beta | :--- | :---: | :---: | :--- | | 2026-04 | 25 | 103 | Active Curation | | 2026-05 | 2101 | 8,677 | **Agentic Inception (Gemini Era)** | -| 2026-06 | 135 | 557 | Active Curation | +| 2026-06 | 137 | 565 | Active Curation | ### 2.4. Content Distribution and Semantic Clustering diff --git a/data/inventory.yaml b/data/inventory.yaml index 87ba343e..2026b282 100644 --- a/data/inventory.yaml +++ b/data/inventory.yaml @@ -4659,7 +4659,7 @@ https://amazon.qwiklabs.com/catalog: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -6188,7 +6188,7 @@ https://app.polymersearch.com/discover/aws: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -7361,7 +7361,7 @@ https://asciiflow.com: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -7576,8 +7576,7 @@ https://austingil.com/vs-code-timeline-restores-work-git-cant: stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -7629,8 +7628,7 @@ https://auth0.com/blog/java-spring-boot-microservices: stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -8908,8 +8906,7 @@ https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations: stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -8989,8 +8986,7 @@ https://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-po stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -10013,7 +10009,7 @@ https://aws.amazon.com/about-aws/whats-new/2022/04/amazon-cloudwatch-metrics-ins stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -11559,7 +11555,7 @@ https://aws.amazon.com/blogs/architecture/exploring-data-transfer-costs-for-aws- stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -11916,8 +11912,7 @@ https://aws.amazon.com/blogs/architecture/what-to-consider-when-selecting-a-regi stars: 0 status: online tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -12385,8 +12380,7 @@ https://aws.amazon.com/blogs/aws/aws-cloud-adoption-framework-caf-3-0-is-now-ava stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -12583,8 +12577,7 @@ https://aws.amazon.com/blogs/aws/aws-repost-a-reimagined-qa-experience-for-the-a stars: 0 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/aws.md v2_locations: @@ -13754,8 +13747,7 @@ https://aws.amazon.com/blogs/compute/building-an-event-driven-application-with-a stars: 0 status: online tags: - - GUIDE - - ENTERPRISE-STABLE + - '[LEGACY]' v1_locations: - docs/aws.md v2_locations: @@ -14696,8 +14688,7 @@ https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kuberne stars: 0 status: online tags: - - GUIDE - - CASE STUDY + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -14870,7 +14861,7 @@ https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-kar stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -15187,7 +15178,7 @@ https://aws.amazon.com/blogs/developer: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -16022,8 +16013,7 @@ https://aws.amazon.com/blogs/mt/multi-account-aws-trusted-advisor-summaries-now- stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -16127,7 +16117,7 @@ https://aws.amazon.com/blogs/mt/standardize-compliance-in-aws-using-devops-and-a stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -16676,8 +16666,8 @@ https://aws.amazon.com/blogs/security/how-to-automate-aws-account-creation-with- stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/aws.md v2_locations: @@ -17082,7 +17072,7 @@ https://aws.amazon.com/blogs/storage/manage-amazon-s3-storage-costs-granularly-a stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -18081,7 +18071,7 @@ https://aws.amazon.com/es/blogs/aws/amazon-s3-glacier-price-reduction: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -18131,7 +18121,7 @@ https://aws.amazon.com/es/blogs/aws/ec2-price-reduction-for-ec2-instance-saving- stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -18276,8 +18266,7 @@ https://aws.amazon.com/es/blogs/containers/introducing-cdk8s-intent-driven-apis- stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -18306,7 +18295,7 @@ https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kube stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -18646,8 +18635,7 @@ https://aws.amazon.com/es/training/ramp-up-guides: stars: 0 status: online tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -18963,7 +18951,7 @@ https://aws.amazon.com/marketplace: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -19087,7 +19075,7 @@ https://aws.amazon.com/new: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -19180,7 +19168,7 @@ https://aws.amazon.com/podcasts/aws-podcast: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -19208,7 +19196,7 @@ https://aws.amazon.com/podcasts/aws-techchat: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -22762,8 +22750,7 @@ https://beam.apache.org: stars: 0 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: @@ -24851,7 +24838,7 @@ https://bitbucket.org/atlassianlabs/atlascode/issues/112/cannot-activate-the-atl stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -26576,7 +26563,7 @@ https://blog.cloud-mercato.com/aws-m6i-the-why-you-should-abandon-your-m5: stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -30856,7 +30843,7 @@ https://blog.gitguardian.com/what-is-policy-as-code-an-introduction-to-open-poli stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -31979,8 +31966,7 @@ https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3: stars: 0 status: online tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -32718,8 +32704,7 @@ https://blog.kintone.io/entry/pvc-autoresizer: stars: 0 status: online tags: - - GUIDE - - CASE STUDY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -32746,7 +32731,7 @@ https://blog.kloia.com/karpenter-cluster-autoscaler-76d7f7ec0d0e: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -32989,7 +32974,7 @@ https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: @@ -33356,7 +33341,7 @@ https://blog.logrocket.com/guide-to-grpc-gateway: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -33398,7 +33383,7 @@ https://blog.logrocket.com/kubevela-intro-better-way-ship-applications: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -33426,7 +33411,7 @@ https://blog.logrocket.com/top-10-vs-code-extensions-2021: stars: 3 status: online tags: - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -34128,7 +34113,7 @@ https://blog.openreplay.com/8-cool-vs-code-tips-to-make-your-workspace-more-pers stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -36032,8 +36017,7 @@ https://blog.sigstore.dev/how-to-verify-container-images-with-kyverno-using-kms- stars: 0 status: online tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -38171,8 +38155,7 @@ https://blogs.windows.com/msedgedev/2020/10/01/microsoft-edge-tools-vscode: stars: 0 status: online tags: - - EMERGING - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -38392,7 +38375,7 @@ https://bqstack.com/b/detail/109: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: @@ -40525,7 +40508,7 @@ https://calculator.aws: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -40909,7 +40892,7 @@ https://carvel.dev/kapp: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -41116,7 +41099,7 @@ https://cast.ai/blog/keep-your-aws-kubernetes-costs-in-check-with-intelligent-al stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -42574,7 +42557,7 @@ https://chromeos.dev/en/linux: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -42653,7 +42636,7 @@ https://cicadatesting.github.io/cicada-2: stars: 4 status: online tags: - - COMMUNITY-TOOL + - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: @@ -47019,7 +47002,7 @@ https://cloudkatha.com/how-to-setup-budget-in-aws-to-keep-your-bill-in-check: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -48092,7 +48075,7 @@ https://cloudonaut.io/ec2-checklist-seven-things-to-do-after-launching-an-instan stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -48614,8 +48597,7 @@ https://cmder.net: stars: 0 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[LEGACY]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -48646,7 +48628,7 @@ https://cnab.io: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -48864,7 +48846,7 @@ https://code.visualstudio.com: stars: 0 status: online tags: - - DE FACTO STANDARD + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -48895,8 +48877,7 @@ https://code.visualstudio.com/blogs/2021/06/10/remote-repositories: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: @@ -48936,7 +48917,7 @@ https://code.visualstudio.com/docs/azure/kubernetes: stars: 5 status: online tags: - - GUIDE + - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: @@ -48964,7 +48945,7 @@ https://code.visualstudio.com/docs/copilot/overview: stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: @@ -49118,7 +49099,7 @@ https://code.visualstudio.com/shortcuts/keyboard-shortcuts-linux.pdf: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -49147,7 +49128,7 @@ https://code.visualstudio.com/shortcuts/keyboard-shortcuts-macos.pdf: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -49176,7 +49157,7 @@ https://code.visualstudio.com/shortcuts/keyboard-shortcuts-windows.pdf: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -49295,8 +49276,7 @@ https://codeberg.org/hjacobs/kube-downscaler: stars: 0 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -49324,7 +49304,7 @@ https://codeberg.org/hjacobs/kube-janitor: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -50298,7 +50278,7 @@ https://collabnix.com/top-10-kubernetes-tools-you-need-for-2021: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -50351,7 +50331,7 @@ https://collabnix.github.io/kubetools: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/other-awesome-lists.md @@ -51260,8 +51240,7 @@ https://console.kubestellar.io: stars: 0 status: online tags: - - EMERGING - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -51297,7 +51276,7 @@ https://container-registry.com/posts/productivity-lift-buildkit-cli-for-kubectl: stars: 0 status: online tags: - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md - docs/kubernetes-tools.md @@ -51812,7 +51791,7 @@ https://containerssh.io: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -52186,7 +52165,7 @@ https://coruzant.com/appdev/kubernetes-management-tools-and-best-practices: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -54049,7 +54028,7 @@ https://dashbird.io/blog/use-aws-free: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -55081,8 +55060,8 @@ https://dev.to/amanhimself/how-to-configure-vscode-bracket-pair-colors-natively- stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/visual-studio.md v2_locations: @@ -55518,7 +55497,7 @@ https://dev.to/aws-builders/best-practices-when-designing-aws-architecture-4c8d: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -55667,7 +55646,7 @@ https://dev.to/aws-builders/disaster-recovery-cheat-sheetwrite-up-o62: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -55935,7 +55914,7 @@ https://dev.to/aws-builders/karpenter-the-better-autoscaling-solution-for-kubern stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -56012,7 +55991,7 @@ https://dev.to/aws-builders/many-free-and-useful-aws-official-dev-and-user-guide stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -56323,8 +56302,7 @@ https://dev.to/azure/my-top-5-visual-studio-code-extensions-for-azure-developers stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -56496,8 +56474,8 @@ https://dev.to/bowmanjd/install-docker-on-windows-wsl-without-docker-desktop-34m stars: 0 status: online tags: - - GUIDE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -56780,7 +56758,8 @@ https://dev.to/colbygarland/using-vs-code-to-git-rebase-1lc: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/visual-studio.md v2_locations: @@ -56918,8 +56897,7 @@ https://dev.to/cyclops-ui/five-tools-to-make-your-k8s-experience-more-enjoyable- stars: 0 status: online tags: - - GUIDE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -57519,7 +57497,7 @@ https://dev.to/duckinm/superb-vscode-extensions-changing-your-coding-life-2cmb: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -57605,7 +57583,7 @@ https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g: stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -57812,7 +57790,7 @@ https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m: stars: 0 status: online tags: - - GUIDE + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -58202,7 +58180,7 @@ https://dev.to/gitlive/gitlive-now-works-with-any-git-repository-in-vs-code-304o stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -58344,7 +58322,7 @@ https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -58956,7 +58934,7 @@ https://dev.to/jcofman/make-vs-code-better-by-editing-and-updating-some-settings stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -59964,7 +59942,7 @@ https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -60348,7 +60326,7 @@ https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -60539,7 +60517,7 @@ https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -60856,7 +60834,7 @@ https://dev.to/permit_io/load-external-data-into-opa-the-good-the-bad-and-the-ug stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -61224,7 +61202,7 @@ https://dev.to/ranga_vadhineni/thunder-client-http-client-extension-for-vs-code- stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: @@ -61319,7 +61297,7 @@ https://dev.to/rinkiyakedad/using-kyverno-to-enforce-eks-best-practices-cad: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -62123,7 +62101,7 @@ https://dev.to/thenjdevopsguy/ci-with-datree-4h8d: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -62503,7 +62481,7 @@ https://dev.to/thenomadevel/top-5-best-git-extensions-for-vs-code-you-must-have- stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -62648,8 +62626,7 @@ https://dev.to/tmchuynh/vscode-extensions-im-in-love-with-oab: stars: 0 status: online tags: - - COMMUNITY-TOOL - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -63279,8 +63256,7 @@ https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql: stars: 0 status: online tags: - - GUIDE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -63311,8 +63287,8 @@ https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -63343,8 +63319,7 @@ https://devblogs.microsoft.com/commandline/windows-terminal-1-0: stars: 0 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -63867,7 +63842,7 @@ https://devblogs.microsoft.com/python/need-an-intro-to-vs-code-let-tech-with-tim stars: 0 status: online tags: - 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- GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -66970,7 +66946,7 @@ https://developers.redhat.com/articles/2021/09/20/quarkus-spring-developers-gett stars: 0 status: online tags: - - GUIDE + - '[LEGACY]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -67136,7 +67112,7 @@ https://developers.redhat.com/articles/2021/10/11/quarkus-spring-developers-kube stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -67187,7 +67163,7 @@ https://developers.redhat.com/articles/2021/11/04/boost-throughput-resteasy-reac stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -67402,7 +67378,7 @@ https://developers.redhat.com/articles/2021/12/13/remote-debugging-kubernetes-us stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -67569,7 +67545,7 @@ https://developers.redhat.com/articles/2022/06/20/8-open-source-kubernetes-secur stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -67807,8 +67783,7 @@ https://developers.redhat.com/articles/2023/02/14/remote-container-development-v stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -70267,7 +70242,7 @@ https://developers.redhat.com/blog/2020/10/09/static-analysis-with-kubeaudit-for stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: @@ -70421,7 +70396,7 @@ https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-ja stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: @@ -70472,7 +70447,7 @@ https://developers.redhat.com/blog/2020/11/20/kubectl-developer-tips-for-the-kub stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -70842,7 +70817,7 @@ https://developers.redhat.com/blog/2021/03/17/using-dekorate-to-generate-kuberne stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -73135,7 +73110,7 @@ https://devops.com/dynatrace-advances-application-environments-as-code: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: @@ -73886,7 +73861,7 @@ https://devops.com/shift-right-testing-the-emergence-of-testops: stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: @@ -74722,7 +74697,7 @@ https://devopscube.com/build-docker-image-kubernetes-pod: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -78604,8 +78579,7 @@ https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-arch stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -78816,8 +78790,7 @@ https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservice stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -80767,7 +80740,7 @@ https://docs.meshery.io/guides/tutorials/kubernetes-pods: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -83386,7 +83359,7 @@ https://draculatheme.com/pro: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: @@ -88386,7 +88359,7 @@ https://ec2.shop: stars: 4 status: online tags: - - COMMUNITY-TOOL + - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: @@ -90346,7 +90319,7 @@ https://engineerd.github.io/kube-exec/introduction: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -91237,7 +91210,8 @@ https://enterprisersproject.com/article/2021/5/kubernetes-6-open-source-tools-to stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -91848,7 +91822,7 @@ https://evilmartians.com/chronicles/kubing-rails-stressless-kubernetes-deploymen stars: 3 status: online tags: - - CASE STUDY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -96238,7 +96212,7 @@ https://getkuby.io: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -96612,7 +96586,7 @@ https://gist.github.com/hxlnt/60d0e62efdb973e221e585e2b990bfd6: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -99977,8 +99951,7 @@ https://github.com/4ARMED/kubeletmein: stars: 2 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -100080,7 +100053,7 @@ https://github.com/AICoE/OpenShiftKubeAudit: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -100186,7 +100159,7 @@ https://github.com/AdamRussak/k8f: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -100942,7 +100915,7 @@ https://github.com/Azure/aad-pod-identity: stars: 1 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -101102,7 +101075,8 @@ https://github.com/Azure/azure-workload-identity: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -101246,7 +101220,7 @@ https://github.com/Azure/placement-policy-scheduler-plugins: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -101426,7 +101400,7 @@ https://github.com/Berops/claudie: stars: 3 status: online tags: - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -101491,7 +101465,7 @@ https://github.com/BrandonPotter/kubergui: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -101669,7 +101643,7 @@ https://github.com/Clivern/Beetle: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -101739,7 +101713,7 @@ https://github.com/ContainerSSH/ContainerSSH: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -101768,7 +101742,8 @@ https://github.com/ContainerSolutions/ImageWolf: stars: 0 status: online tags: - - LEGACY + - '[EMERGING]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -101992,8 +101967,7 @@ https://github.com/DaspawnW/vault-crd: stars: 2 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -102025,7 +101999,7 @@ https://github.com/DataCater/datacater: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -102652,8 +102626,7 @@ https://github.com/FairwindsOps/gonogo: stars: 1 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -102685,8 +102658,8 @@ https://github.com/FairwindsOps/pluto: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -102718,7 +102691,7 @@ https://github.com/FairwindsOps/polaris: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/yaml.md @@ -102784,7 +102757,8 @@ https://github.com/FairwindsOps/saffire: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -102859,8 +102833,7 @@ https://github.com/GambitResearch/kubeonoff: stars: 1 status: online tags: - - LEGACY - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -102970,7 +102943,7 @@ https://github.com/GoodforGod/java-logger-benchmark: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -103163,7 +103136,7 @@ https://github.com/GoogleCloudPlatform/elcarro-oracle-operator: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -103635,7 +103608,7 @@ https://github.com/Isan-Rivkin/kube_query: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -103831,7 +103804,7 @@ https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -103862,7 +103835,7 @@ https://github.com/JovianX/Service-Hub: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -104050,7 +104023,7 @@ https://github.com/KWasm/podman-wasm: stars: 0 status: online tags: - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -104082,7 +104055,7 @@ https://github.com/KnicKnic/temp-kubernetes-ci: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -104146,7 +104119,7 @@ https://github.com/Kubermatic/Kubermatic: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -104249,7 +104222,7 @@ https://github.com/Kyrremann/kubectl-eksporter: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -104490,7 +104463,7 @@ https://github.com/MOZGIII/port-map-operator: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -104554,8 +104527,7 @@ https://github.com/ManagedKube/kubernetes-common-services: stars: 5 status: online tags: - - GUIDE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -104853,7 +104825,7 @@ https://github.com/MnrGreg/kubectl-node-restart: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -105055,7 +105027,7 @@ https://github.com/Netcracker/KubeMarine: stars: 1 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -105192,8 +105164,7 @@ https://github.com/NimbleArchitect/kubectl-ice: stars: 2 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -105677,8 +105648,7 @@ https://github.com/OvidiuBorlean/kubectl-sockperf: stars: 0 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -105834,7 +105804,7 @@ https://github.com/PaloAltoNetworks/rbac-police: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -106219,7 +106189,7 @@ https://github.com/Qovery/engine: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -106252,7 +106222,7 @@ https://github.com/Qovery/pleco: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -106346,7 +106316,7 @@ https://github.com/Ramilito/kubediff: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -106439,8 +106409,7 @@ https://github.com/ReallyLiri/kubescout: stars: 2 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -106751,7 +106720,7 @@ https://github.com/SigNoz/signoz: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/monitoring.md @@ -106786,7 +106755,7 @@ https://github.com/SimonTheLeg/konf-go: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -106851,7 +106820,7 @@ https://github.com/Skarlso/crd-to-sample-yaml: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -107039,7 +107008,7 @@ https://github.com/Stono/kconmon: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -107183,7 +107152,7 @@ https://github.com/TheYkk/synator: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -107238,8 +107207,7 @@ https://github.com/Trendyol/kink: stars: 2 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -107270,7 +107238,7 @@ https://github.com/Trendyol/kubectl-view-webhook: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -107302,7 +107270,7 @@ https://github.com/Trolley-MGMT/trolleymgmt: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -107378,8 +107346,7 @@ https://github.com/Unitech/pm2: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: @@ -107490,7 +107457,7 @@ https://github.com/Wilfred/difftastic: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -107780,8 +107747,7 @@ https://github.com/abahmed/kwatch: stars: 3 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -107841,7 +107807,8 @@ https://github.com/abhirockzz/kubexpose-operator: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[EMERGING]' + - '[LEGACY]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md @@ -107905,7 +107872,7 @@ https://github.com/aca/go-kubectx: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108053,7 +108020,7 @@ https://github.com/adaptant-labs/k8s-auto-labeller: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108086,8 +108053,7 @@ https://github.com/adaptant-labs/k8s-dt-node-labeller: stars: 5 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108118,7 +108084,7 @@ https://github.com/adaptant-labs/k8s-node-label-monitor: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108262,7 +108228,7 @@ https://github.com/ahas-sigs/kube-ebpf-exporter: stars: 5 status: online tags: - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108294,8 +108260,7 @@ https://github.com/ahmetb/kubectl-aliases: stars: 5 status: online tags: - - COMMUNITY-TOOL - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -108328,7 +108293,7 @@ https://github.com/ahmetb/kubectl-foreach: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108360,8 +108325,7 @@ https://github.com/ahmetb/kubectl-tree: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108393,8 +108357,7 @@ https://github.com/ahmetb/kubectx: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108548,7 +108511,7 @@ https://github.com/ajayk/drifter: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108621,7 +108584,7 @@ https://github.com/akuity/kargo: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108684,7 +108647,7 @@ https://github.com/alcideio/advisor: stars: 0 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108718,7 +108681,7 @@ https://github.com/alcideio/rbac-tool: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -108750,8 +108713,7 @@ https://github.com/alcideio/skan: stars: 2 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -109022,8 +108984,7 @@ https://github.com/amelbakry/kubernetes-active-passive: stars: 0 status: online tags: - - GUIDE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -109085,8 +109046,7 @@ https://github.com/anchore/grype: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md - docs/kubernetes-tools.md @@ -109121,8 +109081,7 @@ https://github.com/anchore/syft: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -109509,8 +109468,7 @@ https://github.com/anthonysterling/setec: stars: 1 status: online tags: - - LEGACY - - COMMUNITY-TOOL + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -109744,7 +109702,7 @@ https://github.com/apache/dolphinscheduler: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -109966,7 +109924,7 @@ https://github.com/app-sre/qontract-server: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -110009,8 +109967,7 @@ https://github.com/appvia/cosign-keyless-admission-webhook: stars: 1 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -110150,7 +110107,7 @@ https://github.com/aquasecurity/kube-bench: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md - docs/kubernetes-tools.md @@ -110197,7 +110154,7 @@ https://github.com/aquasecurity/starboard: stars: 3 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -110515,7 +110472,7 @@ https://github.com/arminc/k8s-platform-lcm: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -110547,7 +110504,7 @@ https://github.com/armory/minnaker: stars: 2 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -110631,8 +110588,7 @@ https://github.com/arttor/helmify: stars: 3 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/yaml.md @@ -110831,7 +110787,7 @@ https://github.com/astefanutti/kubebox: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -110927,8 +110883,7 @@ https://github.com/atombender/ktail: stars: 3 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -110990,8 +110945,7 @@ https://github.com/authelia/authelia: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -111167,8 +111121,7 @@ https://github.com/awesome-it/adeploy: stars: 0 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -112043,8 +111996,7 @@ https://github.com/aws/containers-roadmap: stars: 5 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/aws.md v2_locations: @@ -113059,7 +113011,7 @@ https://github.com/bank-vaults/bank-vaults: stars: 4 status: online tags: - - DE FACTO STANDARD + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -113092,8 +113044,8 @@ https://github.com/banzaicloud/dast-operator: stars: 5 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -113298,7 +113250,7 @@ https://github.com/benc-uk/kubeview: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -113371,8 +113323,7 @@ https://github.com/biosimulations/deployment: stars: 1 status: online tags: - - COMMUNITY-TOOL - - CASE STUDY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -113435,8 +113386,7 @@ https://github.com/bit-cloner/kcg: stars: 1 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -113549,8 +113499,7 @@ https://github.com/bloomberg/goldpinger: stars: 4 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -113655,7 +113604,7 @@ https://github.com/bmaynard/kubevol: stars: 1 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -113778,7 +113727,7 @@ https://github.com/boltops-tools/kubes: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -113976,7 +113925,7 @@ https://github.com/box/kube-iptables-tailer: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -114172,8 +114121,7 @@ https://github.com/bridgecrewio/checkov: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -114232,7 +114180,8 @@ https://github.com/bryanl/sheaf: stars: 5 status: online tags: - - LEGACY + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -114372,7 +114321,7 @@ https://github.com/cakehappens/seaworthy: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -114403,7 +114352,7 @@ https://github.com/caldito/soup: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -114530,7 +114479,7 @@ https://github.com/carlosonunez/k8s-harness: stars: 0 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -114948,7 +114897,7 @@ https://github.com/chenjiandongx/kubectl-count: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -114980,7 +114929,7 @@ https://github.com/chenjiandongx/kubectl-images: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -115011,7 +114960,7 @@ https://github.com/chmouel/kss: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -115043,7 +114992,7 @@ https://github.com/chr-fritz/csi-sshfs: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -115074,8 +115023,7 @@ https://github.com/chrislusf/seaweedfs: stars: 1 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -115342,7 +115290,7 @@ https://github.com/ckotzbauer/chekr: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -115495,7 +115443,7 @@ https://github.com/cloud-ark/caastle: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -115606,8 +115554,7 @@ https://github.com/cloud-custodian/cloud-custodian: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: @@ -115771,7 +115718,7 @@ https://github.com/cloudflare/lockbox: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -115803,7 +115750,7 @@ https://github.com/cloudflare/sciuro: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -115836,7 +115783,7 @@ https://github.com/cloudfoundry/cf-for-k8s: stars: 2 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -115869,8 +115816,7 @@ https://github.com/cloudnativelabs/kube-shell: stars: 3 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -116127,7 +116073,7 @@ https://github.com/cloudtty/cloudtty: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -116159,7 +116105,7 @@ https://github.com/clusternet/clusternet: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -116335,7 +116281,7 @@ https://github.com/cockroachdb/copyist: stars: 4 status: online tags: - - COMMUNITY-TOOL + - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: @@ -116495,8 +116441,7 @@ https://github.com/codesenberg/bombardier: stars: 4 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -116667,7 +116612,7 @@ https://github.com/configurator/kubefs: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -117068,7 +117013,7 @@ https://github.com/contentful-labs/kube-secret-syncer: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md @@ -117101,7 +117046,7 @@ https://github.com/controlplaneio/badrobot: stars: 2 status: online tags: - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -117208,7 +117153,7 @@ https://github.com/corneliusweig/ketall: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -117241,8 +117186,7 @@ https://github.com/corneliusweig/konfig: stars: 2 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -117348,7 +117292,7 @@ https://github.com/crazy-max/diun: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -117453,7 +117397,7 @@ https://github.com/cruise-automation/rbacsync: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -117687,8 +117631,7 @@ https://github.com/ctrox/csi-s3: stars: 3 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -117719,8 +117662,7 @@ https://github.com/cuber-cloud/cuber-gem: stars: 3 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -117783,8 +117725,7 @@ https://github.com/cyberark/kubeletctl: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -117815,7 +117756,7 @@ https://github.com/cyberark/kubesploit: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -118013,7 +117954,7 @@ https://github.com/cykerway/complete-alias: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -118045,7 +117986,7 @@ https://github.com/d-kuro/kubectl-fuzzy: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -118173,8 +118114,7 @@ https://github.com/danielfoehrKn/kubeswitch: stars: 3 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -118242,7 +118182,7 @@ https://github.com/darkbitio/k8s-mirror: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -118704,7 +118644,7 @@ https://github.com/dcherman/image-cache-daemon: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -118812,7 +118752,7 @@ https://github.com/deckhouse/deckhouse: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -118958,7 +118898,7 @@ https://github.com/deepfence/PacketStreamer: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -119127,7 +119067,7 @@ https://github.com/derailed/k9s: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -119160,7 +119100,7 @@ https://github.com/derailed/popeye: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -119407,7 +119347,7 @@ https://github.com/devopsspiral/KubeLibrary: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -119817,7 +119757,7 @@ https://github.com/dignajar/another-autoscaler: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -119849,7 +119789,7 @@ https://github.com/dignajar/another-ldap: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -119881,7 +119821,7 @@ https://github.com/direktiv/direktiv: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -119948,7 +119888,7 @@ https://github.com/distribution/distribution: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -120077,8 +120017,7 @@ https://github.com/doitintl/clustercloner: stars: 1 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -120110,7 +120049,8 @@ https://github.com/doitintl/kube-no-trouble: stars: 4 status: online tags: - - DE FACTO STANDARD + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -120142,7 +120082,7 @@ https://github.com/doitintl/kube-secrets-init: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -120174,7 +120114,7 @@ https://github.com/doitintl/kubeIP: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -120358,7 +120298,7 @@ https://github.com/dpeckett/pangolin: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -120650,7 +120590,7 @@ https://github.com/edrevo/suspicious-pods: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -120710,7 +120650,7 @@ https://github.com/eezhee/eezhee: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -120842,7 +120782,8 @@ https://github.com/elastic/apm-pipeline-library: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/monitoring.md v2_locations: @@ -120905,8 +120846,7 @@ https://github.com/eldadru/ksniff: stars: 4 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -120971,8 +120911,8 @@ https://github.com/elotl/kip: stars: 5 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -121004,7 +120944,7 @@ https://github.com/emberstack/kubernetes-reflector: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -121159,7 +121099,7 @@ https://github.com/epinio/epinio: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -121319,7 +121259,7 @@ https://github.com/estahn/k8s-image-swapper: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -121842,7 +121782,7 @@ https://github.com/flant/shell-operator: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -121988,7 +121928,7 @@ https://github.com/flomesh-io/pipy: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -122361,8 +122301,7 @@ https://github.com/fstab/cifs: stars: 2 status: online tags: - - LEGACY - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -122422,8 +122361,7 @@ https://github.com/futurewei-cloud/arktos: stars: 0 status: online tags: - - EMERGING - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -122485,7 +122423,7 @@ https://github.com/gardener/gardener: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -122519,7 +122457,7 @@ https://github.com/gardener/terraformer: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -122885,8 +122823,7 @@ https://github.com/geritol/secret-backup-operator: stars: 1 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -122917,7 +122854,7 @@ https://github.com/germainlefebvre4/ns-killer: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -123125,7 +123062,7 @@ https://github.com/gimlet-io/gimletd: stars: 5 status: online tags: - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -123746,7 +123683,7 @@ https://github.com/gobins/vault-controller: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -123870,7 +123807,7 @@ https://github.com/golang/vscode-go/blob/master/README.md: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: @@ -124273,8 +124210,7 @@ https://github.com/gopaddle-io/configurator: stars: 2 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -124410,7 +124346,7 @@ https://github.com/grafana/tanka: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -124444,8 +124380,7 @@ https://github.com/grafana/tempo: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: @@ -124541,7 +124476,7 @@ https://github.com/gravitl/netmaker: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-networking.md - docs/kubernetes-tools.md @@ -124673,7 +124608,7 @@ https://github.com/groundcover-com/murre: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -124706,8 +124641,7 @@ https://github.com/groundnuty/k8s-wait-for: stars: 3 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -124738,7 +124672,7 @@ https://github.com/grpc-ecosystem/grpc-gateway: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -125324,8 +125258,7 @@ https://github.com/hasura/gitkube: stars: 4 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -125356,8 +125289,7 @@ https://github.com/haxsaw/hikaru: stars: 2 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -125450,7 +125382,7 @@ https://github.com/hcavarsan/kftray: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -125790,7 +125722,7 @@ https://github.com/hiddeco/cronjobber: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -125823,8 +125755,7 @@ https://github.com/hidetatz/kubecolor: stars: 3 status: online tags: - - DE FACTO STANDARD - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -125934,7 +125865,7 @@ https://github.com/homeport/havener: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -125999,7 +125930,7 @@ https://github.com/huginn/huginn: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: @@ -126103,7 +126034,7 @@ https://github.com/hyscale/hyscale: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -126257,8 +126188,7 @@ https://github.com/ibuildthecloud/wtfk8s: stars: 0 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -126368,8 +126298,7 @@ https://github.com/ilkilab/agorakube: stars: 5 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -126775,7 +126704,7 @@ https://github.com/infrahq/infra: stars: 3 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -126808,7 +126737,7 @@ https://github.com/inguardians/peirates: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -127037,8 +126966,7 @@ https://github.com/instrumenta/policies: stars: 5 status: online tags: - - LEGACY - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: @@ -127071,8 +126999,7 @@ https://github.com/int128/kubelogin: stars: 4 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -127296,8 +127223,7 @@ https://github.com/itaysk/kubectl-neat: stars: 4 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -129041,7 +128967,7 @@ https://github.com/jetstack/kube-oidc-proxy: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -129085,7 +129011,7 @@ https://github.com/jetstack/version-checker: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -129296,7 +129222,7 @@ https://github.com/johanhaleby/kubetail: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -129464,7 +129390,7 @@ https://github.com/jonmosco/kube-ps1: stars: 4 status: online tags: - - DE FACTO STANDARD + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -129660,8 +129586,7 @@ https://github.com/joyrex2001/kubedock: stars: 2 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -129830,8 +129755,7 @@ https://github.com/jthomperoo/custom-pod-autoscaler: stars: 3 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -129863,7 +129787,7 @@ https://github.com/jthomperoo/k8shorizmetrics: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -129964,7 +129888,7 @@ https://github.com/jwcesign/kubespider: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130126,7 +130050,7 @@ https://github.com/k8gb-io/k8gb: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130189,8 +130113,7 @@ https://github.com/k8snetworkplumbingwg/multus-cni: stars: 4 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130223,7 +130146,7 @@ https://github.com/k8spacket/k8spacket: stars: 3 status: online tags: - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130326,8 +130249,7 @@ https://github.com/k8tz/k8tz: stars: 3 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130521,8 +130443,7 @@ https://github.com/kapicorp/tesoro: stars: 5 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130553,7 +130474,8 @@ https://github.com/karampok/dnsconfig-injector: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130586,7 +130508,7 @@ https://github.com/kareem-elsayed/k8s-alerts: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130614,7 +130536,7 @@ https://github.com/karmab/autolabeller: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130647,7 +130569,7 @@ https://github.com/karmada-io/karmada: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130711,7 +130633,7 @@ https://github.com/kbrew-dev/kbrew: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130813,7 +130735,7 @@ https://github.com/kcp-dev/kcp: stars: 5 status: online tags: - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130923,7 +130845,7 @@ https://github.com/keikoproj/upgrade-manager: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -130954,8 +130876,7 @@ https://github.com/keisku/kubectl-explore: stars: 3 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -131347,8 +131268,7 @@ https://github.com/kingdonb/kubectl-exec-user: stars: 0 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -131599,7 +131519,7 @@ https://github.com/knight42/kubectl-blame: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -131786,7 +131706,7 @@ https://github.com/komodorio/validkube: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -131923,8 +131843,7 @@ https://github.com/konveyor/move2kube: stars: 2 status: online tags: - - ENTERPRISE-STABLE - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -132073,7 +131992,7 @@ https://github.com/krateoplatformops/krateo: stars: 0 status: online tags: - - EMERGING + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -132376,8 +132295,7 @@ https://github.com/kube-aws/kube-spot-termination-notice-handler: stars: 5 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -132502,7 +132420,7 @@ https://github.com/kube-vip/kube-vip: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -132534,7 +132452,7 @@ https://github.com/kubecfg/kubecfg: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -132566,8 +132484,7 @@ https://github.com/kubecost/cluster-turndown: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -132694,7 +132611,7 @@ https://github.com/kubehelper/kubehelper: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -132926,7 +132843,7 @@ https://github.com/kubepug/kubepug: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -132959,7 +132876,7 @@ https://github.com/kubereboot/kured: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -133023,7 +132940,7 @@ https://github.com/kuberlogic/kuberlogic: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -133056,8 +132973,7 @@ https://github.com/kubermatic/fubectl: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -133125,7 +133041,7 @@ https://github.com/kubermatic/kubeone: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -133761,8 +133677,7 @@ https://github.com/kubernetes-sigs/descheduler: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/ocp4.md @@ -134040,7 +133955,7 @@ https://github.com/kubernetes-sigs/kube-scheduler-simulator: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -134261,7 +134176,7 @@ https://github.com/kubernetes-sigs/kwok: stars: 4 status: online tags: - - DE FACTO STANDARD + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -134304,7 +134219,7 @@ https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -134337,8 +134252,7 @@ https://github.com/kubernetes-sigs/nfs-subdir-external-provisioner: stars: 4 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -134371,8 +134285,7 @@ https://github.com/kubernetes-sigs/node-feature-discovery: stars: 3 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -134403,7 +134316,7 @@ https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/ocp4.md @@ -134839,7 +134752,7 @@ https://github.com/kubernetes/git-sync: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -134914,8 +134827,7 @@ https://github.com/kubernetes/kompose: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135387,7 +135299,7 @@ https://github.com/kubeshop/kusk: stars: 1 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135419,7 +135331,7 @@ https://github.com/kubeshop/monokle: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135450,7 +135362,7 @@ https://github.com/kubeshop/testkube: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135493,7 +135405,7 @@ https://github.com/kubesphere/kubeeye: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135559,7 +135471,7 @@ https://github.com/kubetail-org/kubetail: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135622,7 +135534,8 @@ https://github.com/kubevirt/kubevirt: stars: 4 status: online tags: - - DE FACTO STANDARD + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135687,7 +135600,7 @@ https://github.com/kudobuilder/kuttl: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135798,7 +135711,7 @@ https://github.com/kvaps/kubectl-build: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135829,7 +135742,7 @@ https://github.com/kvaps/kubectl-node-shell: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -135944,8 +135857,7 @@ https://github.com/kyverno/policy-reporter: stars: 5 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: @@ -135977,7 +135889,7 @@ https://github.com/laurci/kubernate: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -136111,8 +136023,7 @@ https://github.com/learnk8s/k8bit: stars: 0 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -136391,7 +136302,7 @@ https://github.com/liqotech/liqo: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -136457,7 +136368,7 @@ https://github.com/little-angry-clouds/kubectl-ssh-proxy: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -136489,7 +136400,7 @@ https://github.com/lnsp/k8s-crash-informer: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -136552,7 +136463,7 @@ https://github.com/loft-sh/jspolicy: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -136781,7 +136692,7 @@ https://github.com/lsdopen/ahoy: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -136845,7 +136756,7 @@ https://github.com/lucky-sideburn/kubeinvaders: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -136970,7 +136881,7 @@ https://github.com/m9sweeper/m9sweeper: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -137325,7 +137236,7 @@ https://github.com/maorfr/kube-tasks: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -137475,8 +137386,7 @@ https://github.com/maruina/aws-auth-manager: stars: 0 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -137538,7 +137448,7 @@ https://github.com/mattmoor/warm-image: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -137835,7 +137745,7 @@ https://github.com/meshery/meshery: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -137910,8 +137820,7 @@ https://github.com/metacontroller/metacontroller: stars: 3 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -137976,7 +137885,7 @@ https://github.com/metal3-io/cluster-api-provider-metal3: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -138008,7 +137917,7 @@ https://github.com/metalbear-co/mirrord: stars: 5 status: online tags: - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: @@ -138973,7 +138882,8 @@ https://github.com/microsoft/mindaro: stars: 5 status: online tags: - - LEGACY + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/visual-studio.md v2_locations: @@ -139100,8 +139010,7 @@ https://github.com/microsoft/vscode-python: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: @@ -139983,7 +139892,7 @@ https://github.com/mlrun/mlrun: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -140110,7 +140019,7 @@ https://github.com/moditect/jfrunit: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -140207,8 +140116,7 @@ https://github.com/mohatb/kubectl-exec: stars: 0 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -140283,7 +140191,7 @@ https://github.com/moule3053/mck8s: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -140689,8 +140597,7 @@ https://github.com/nabsul/k8s-ecr-login-renew: stars: 2 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -140760,7 +140667,7 @@ https://github.com/nebuly-ai/nos: stars: 5 status: online tags: - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -140899,8 +140806,7 @@ https://github.com/netdata/netdata: stars: 5 status: online tags: - - DE FACTO STANDARD - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: @@ -141133,7 +141039,7 @@ https://github.com/nicolaka/netshoot: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -141167,7 +141073,7 @@ https://github.com/nicolargo/glances: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: @@ -141230,7 +141136,7 @@ https://github.com/night-gold/armada: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -142034,7 +141940,7 @@ https://github.com/odigos-io/odigos: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -142099,7 +142005,7 @@ https://github.com/ofek/csi-gcs: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -142381,7 +142287,7 @@ https://github.com/omrikiei/ktunnel: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -142653,8 +142559,7 @@ https://github.com/open-guides/og-aws: stars: 5 status: online tags: - - DE FACTO STANDARD - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/aws.md v2_locations: @@ -142950,8 +142855,7 @@ https://github.com/openclarity/kubeclarity: stars: 1 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -143043,7 +142947,7 @@ https://github.com/opencontrolplane: stars: 5 status: online tags: - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -143265,7 +143169,7 @@ https://github.com/openobserve/debug-container: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -143332,7 +143236,8 @@ https://github.com/openpitrix/openpitrix: stars: 5 status: online tags: - - LEGACY + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -143892,7 +143797,7 @@ https://github.com/openshift/source-to-image: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -144092,7 +143997,7 @@ https://github.com/opsgenie/kubernetes-event-exporter: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -144138,8 +144043,7 @@ https://github.com/opstree/dynamic-pv-scaler: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -144368,7 +144272,7 @@ https://github.com/ori-edge/k8s_gateway: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -144495,7 +144399,7 @@ https://github.com/oslabs-beta/ClusterWatch: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -144528,7 +144432,7 @@ https://github.com/oslabs-beta/Ekkremis: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -144560,7 +144464,7 @@ https://github.com/oslabs-beta/KUR8: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -144653,7 +144557,7 @@ https://github.com/oslabs-beta/Palaemon: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -144682,7 +144586,7 @@ https://github.com/oslabs-beta/kubermetrics: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -144733,8 +144637,7 @@ https://github.com/osquery/osquery: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: @@ -144967,8 +144870,7 @@ https://github.com/pan-net-security/kcount: stars: 0 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -145103,7 +145005,7 @@ https://github.com/particledecay/kconf: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -145143,8 +145045,7 @@ https://github.com/patrickdappollonio/kubectl-slice: stars: 2 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -145175,7 +145076,7 @@ https://github.com/patrickdappollonio/tabloid: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -145295,7 +145196,7 @@ https://github.com/pelotech/jsonnet-controller: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -145392,7 +145293,7 @@ https://github.com/pfnet-research/k8s-cluster-simulator: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -145663,7 +145564,7 @@ https://github.com/pixie-io/pixie: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -145770,7 +145671,7 @@ https://github.com/plexsystems/sinker: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -145811,7 +145712,7 @@ https://github.com/policy-hub/policy-hub-cli: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: @@ -145908,7 +145809,7 @@ https://github.com/portainer/portainer: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -145979,7 +145880,7 @@ https://github.com/postfinance/kubectl-sudo: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -146211,7 +146112,7 @@ https://github.com/predatorray/kubectl-tmux-exec: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -146970,8 +146871,8 @@ https://github.com/pusher/k8s-spot-rescheduler: stars: 5 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -147002,8 +146903,7 @@ https://github.com/pyang55/k8sdeploy: stars: 1 status: online tags: - - LEGACY - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -147112,7 +147012,7 @@ https://github.com/pymag09/kubecui: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -147176,7 +147076,7 @@ https://github.com/quarkslab/kdigger: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -147595,8 +147495,7 @@ https://github.com/ramitsurana/awesome-kubernetes: stars: 5 status: online tags: - - GUIDE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md @@ -147663,8 +147562,7 @@ https://github.com/rancher-sandbox/rancher-desktop: stars: 4 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -147861,7 +147759,8 @@ https://github.com/rancher/kim: stars: 2 status: online tags: - - LEGACY + - '[EMERGING]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -148005,7 +147904,8 @@ https://github.com/raspbernetes/k8s-security-policies: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/securityascode.md v2_locations: @@ -148339,7 +148239,7 @@ https://github.com/reconquest/tubekit: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -148382,7 +148282,7 @@ https://github.com/reddec/keycloak-ext-operator: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -149417,7 +149317,7 @@ https://github.com/rene6502/keepass-secret: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -149512,7 +149412,7 @@ https://github.com/resmoio/kubernetes-event-exporter: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -149676,7 +149576,7 @@ https://github.com/ricardomaraschini/tagger: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -149772,7 +149672,7 @@ https://github.com/robscott/kube-capacity/releases: stars: 3 status: online tags: - - DE FACTO STANDARD + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -149847,7 +149747,7 @@ https://github.com/robusta-dev/krr: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -150013,7 +149913,7 @@ https://github.com/rootless-containers/usernetes: stars: 3 status: online tags: - - EMERGING + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -150144,8 +150044,7 @@ https://github.com/rothgar/bashScheduler: stars: 0 status: online tags: - - LEGACY - - COMMUNITY-TOOL + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -150177,7 +150076,7 @@ https://github.com/rottencandy/vimkubectl: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -150206,7 +150105,7 @@ https://github.com/roubles/kubeshell: stars: 0 status: online tags: - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -150393,7 +150292,7 @@ https://github.com/ruoshan/autoportforward: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -150425,7 +150324,7 @@ https://github.com/ryane/kfilt: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -150465,7 +150364,7 @@ https://github.com/rydogs/kubecle: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -150670,8 +150569,7 @@ https://github.com/salesforce/craft: stars: 1 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -150735,8 +150633,7 @@ https://github.com/salesforce/sloop: stars: 3 status: online tags: - - COMMUNITY-TOOL - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -151405,7 +151302,7 @@ https://github.com/segmentio/kubectl-curl: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -151469,8 +151366,7 @@ https://github.com/selefra/selefra: stars: 5 status: online tags: - - EMERGING - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: @@ -151566,7 +151462,7 @@ https://github.com/senthilrch/kube-fledged: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -151888,7 +151784,7 @@ https://github.com/shipwright-io/build: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152084,8 +151980,7 @@ https://github.com/sighupio/permission-manager: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152385,7 +152280,7 @@ https://github.com/skooner-k8s/skooner: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152416,7 +152311,7 @@ https://github.com/sl1pm4t/k2tf: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152449,7 +152344,7 @@ https://github.com/slackhq/nebula: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152511,7 +152406,7 @@ https://github.com/slipway-gitops/slipway: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152543,7 +152438,7 @@ https://github.com/slok/kubewebhook: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152603,7 +152498,7 @@ https://github.com/sls-dev1/openshift-elastic-apm-server: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/monitoring.md v2_locations: @@ -152667,7 +152562,7 @@ https://github.com/smartxworks/knest: stars: 0 status: online tags: - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152699,7 +152594,7 @@ https://github.com/smartxworks/virtink: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152794,8 +152689,7 @@ https://github.com/softonic/node-policy-webhook: stars: 1 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152827,7 +152721,7 @@ https://github.com/solarwinds/rkubelog: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -152957,7 +152851,8 @@ https://github.com/spacecloud-io/space-cloud: stars: 5 status: online tags: - - LEGACY + - '[DE FACTO STANDARD]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -153292,7 +153187,7 @@ https://github.com/squat/kilo: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -153324,7 +153219,7 @@ https://github.com/srfrnk/jabos: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -153452,7 +153347,7 @@ https://github.com/sse-secure-systems/connaisseur: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -153526,7 +153421,7 @@ https://github.com/ssup2/kpexec: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -153710,7 +153605,7 @@ https://github.com/stakater/Forecastle: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -153775,8 +153670,7 @@ https://github.com/stakater/Reloader: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -153889,8 +153783,7 @@ https://github.com/steamhaus/kubeswitch: stars: 1 status: online tags: - - LEGACY - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -154101,7 +153994,7 @@ https://github.com/stern/stern: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -154177,7 +154070,7 @@ https://github.com/steveteuber/kubectl-graph: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -154276,7 +154169,7 @@ https://github.com/sukeesh/k8s-job-notify: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -154319,7 +154212,7 @@ https://github.com/superbrothers/zsh-kubectl-prompt: stars: 4 status: online tags: - - COMMUNITY-TOOL + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -154621,7 +154514,7 @@ https://github.com/syntasso/kratix: stars: 3 status: online tags: - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -154686,8 +154579,7 @@ https://github.com/taosdata/TDengine: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - EMERGING + - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: @@ -154718,8 +154610,7 @@ https://github.com/target/pod-reaper: stars: 2 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -154892,7 +154783,7 @@ https://github.com/team-soteria/rback: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -154925,7 +154816,7 @@ https://github.com/teamcode-inc/kubeorbit: stars: 2 status: online tags: - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -155091,8 +154982,7 @@ https://github.com/tektoncd/chains: stars: 2 status: online tags: - - ENTERPRISE-STABLE - - DE FACTO STANDARD + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -155188,7 +155078,7 @@ https://github.com/telekom/das-schiff: stars: 3 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -155221,7 +155111,7 @@ https://github.com/teleskopeView/teleskope_k8s: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -155812,8 +155702,7 @@ https://github.com/theketchio/ketch: stars: 2 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -156145,7 +156034,7 @@ https://github.com/tmobile/magtape: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md - docs/securityascode.md @@ -156180,7 +156069,7 @@ https://github.com/toboshii/hajimari: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -156543,7 +156432,7 @@ https://github.com/topolvm/pvc-autoresizer: stars: 2 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -156709,7 +156598,7 @@ https://github.com/trstringer/kubectl-example: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -156833,7 +156722,7 @@ https://github.com/txn2/kubefwd: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -157178,7 +157067,7 @@ https://github.com/updatecli/updatecli: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -157243,7 +157132,7 @@ https://github.com/upmc-enterprises/registry-creds: stars: 1 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -157275,8 +157164,7 @@ https://github.com/utilitywarehouse/kube-applier: stars: 1 status: online tags: - - COMMUNITY-TOOL - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -157325,7 +157213,7 @@ https://github.com/vchinnipilli/kubestriker: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -157455,8 +157343,7 @@ https://github.com/vetyy/helm-ecr: stars: 1 status: online tags: - - LEGACY - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -157487,8 +157374,7 @@ https://github.com/viaduct-ai/kustomize-sops: stars: 3 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -157711,7 +157597,7 @@ https://github.com/viralpoetry/kubesurveyor: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -157837,7 +157723,8 @@ https://github.com/viveksinghggits/kuui: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -157868,7 +157755,7 @@ https://github.com/vladimirvivien/ktop: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -158340,8 +158227,7 @@ https://github.com/wallarm/sysbindings: stars: 1 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -158369,8 +158255,7 @@ https://github.com/wangjia184/pod-inspector: stars: 0 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -158539,7 +158424,7 @@ https://github.com/we-dcode/kubetunnel: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -158572,7 +158457,8 @@ https://github.com/weaveworks-experiments/kspan: stars: 3 status: online tags: - - LEGACY + - '[EMERGING]' + - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -158683,8 +158569,7 @@ https://github.com/weaveworks/kubediff: stars: 4 status: online tags: - - LEGACY - - COMMUNITY-TOOL + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -158874,7 +158759,7 @@ https://github.com/werf/kubedog: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -158943,7 +158828,7 @@ https://github.com/werf/werf: stars: 4 status: online tags: - - ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159109,7 +158994,7 @@ https://github.com/winfordlin/Compass: stars: 0 status: online tags: - - LEGACY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159140,8 +159025,7 @@ https://github.com/witchery-project/witchery: stars: 2 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159245,7 +159129,7 @@ https://github.com/wunderio/csi-rclone: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159278,7 +159162,7 @@ https://github.com/xUnholy/k8s-gitops: stars: 5 status: online tags: - - CASE STUDY + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159596,7 +159480,7 @@ https://github.com/yashvardhan-kukreja/kube-bench-exporter: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159695,7 +159579,7 @@ https://github.com/yogeshkk/K8sPurger: stars: 2 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159758,7 +159642,7 @@ https://github.com/yonahd/kor: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159787,7 +159671,7 @@ https://github.com/yonahd/orphaned-configmaps: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159819,7 +159703,7 @@ https://github.com/yteraoka/kubectl-isolate: stars: 5 status: online tags: - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159850,8 +159734,7 @@ https://github.com/zakkg3/ClusterSecret: stars: 3 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -159882,8 +159765,7 @@ https://github.com/zalando/logbook: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -160158,7 +160040,7 @@ https://github1s.com: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -160272,7 +160154,7 @@ https://gitlab.com/jackatbancast/manifesto: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -160345,7 +160227,7 @@ https://gitlab.com/purelb/purelb: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -161282,8 +161164,7 @@ https://goteleport.com/blog/ssh-vs-kubectl: stars: 0 status: online tags: - - GUIDE - - CASE STUDY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -162258,7 +162139,7 @@ https://grafana.com/oss/oncall: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -162819,7 +162700,7 @@ https://hackernoon.com/how-to-generate-kubernetes-manifests-with-a-single-comman stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -162872,8 +162753,7 @@ https://hackernoon.com/how-to-work-with-the-kubectl-debug-command: stars: 0 status: online tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -164447,7 +164327,7 @@ https://helidon.io: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -165500,7 +165380,7 @@ https://home.robusta.dev/blog/why-everyone-should-track-and-audit-kubernetes-cha stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -167809,7 +167689,7 @@ https://inlets.dev/blog/2022/06/24/fixing-kubectl-port-forward.html: stars: 4 status: online tags: - - COMMUNITY-TOOL + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -168530,7 +168410,7 @@ https://intellipaat.com/blog/what-is-amazon-web-services-aws: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -168558,7 +168438,7 @@ https://intellipaat.com/blog/what-is-penetration-testing: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -169695,7 +169575,7 @@ https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712: stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -169999,7 +169879,7 @@ https://itnext.io/connect-to-containers-using-kubectl-exec-b1fb5c171f03: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -171353,7 +171233,7 @@ https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961: stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -171969,7 +171849,7 @@ https://itnext.io/karpenter-open-source-high-performance-kubernetes-cluster-auto stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -171998,7 +171878,7 @@ https://itnext.io/keep-it-simple-k8s-c0c68c46eabb: stars: 2 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -172072,7 +171952,7 @@ https://itnext.io/kubernetes-contexts-complete-guide-for-developers-7ea5b2fc75c7 stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -172179,7 +172059,7 @@ https://itnext.io/kubernetes-gitops-tools-cf0247eb5368: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -174586,7 +174466,7 @@ https://itnext.io/understanding-kubectl-explain-9d703396cc8: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -174858,8 +174738,8 @@ https://itnext.io/wsl2-tips-limit-cpu-memory-when-using-docker-c022535faf6f: stars: 0 status: online tags: - - GUIDE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -175825,8 +175705,7 @@ https://jamesdefabia.github.io/docs/user-guide/kubectl/kubectl_explain: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -176761,7 +176640,7 @@ https://jayendrapatil.com: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -178497,7 +178376,7 @@ https://jpastreamer.org: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -179760,7 +179639,7 @@ https://k8studio.io: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -179879,7 +179758,7 @@ https://k9scli.io: stars: 0 status: online tags: - - DE FACTO STANDARD + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -180354,7 +180233,7 @@ https://karpenter.sh: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -180603,7 +180482,7 @@ https://kenneth.io/post/introducing-remote-debugging-of-nodejs-apps-on-azure-app stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -181100,7 +180979,7 @@ https://kluctl.io: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -181327,7 +181206,7 @@ https://kogito.kie.org: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -181416,7 +181295,7 @@ https://komodor.com/blog/using-workflows-to-troubleshoot-like-a-pro: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -181859,7 +181738,7 @@ https://krossboard.app: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: @@ -182917,8 +182796,8 @@ https://kubernetes.io/blog/2020/05/21/wsl-docker-kubernetes-on-the-windows-deskt stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -183509,7 +183388,7 @@ https://kubernetes.io/blog/2021/10/18/use-kpng-to-write-specialized-kube-proxier stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -185118,7 +184997,7 @@ https://kubeshop.io: stars: 0 status: online tags: - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -185220,7 +185099,8 @@ https://kubesphere.io/blogs/kubeeye-automatic-cluster-diagnostic-tool: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -185402,7 +185282,7 @@ https://kubevela.io: stars: 5 status: online tags: - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -185431,8 +185311,7 @@ https://kubevious.io: stars: 0 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -185665,7 +185544,7 @@ https://kustomizer.dev: stars: 2 status: online tags: - - EMERGING + - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -185763,8 +185642,7 @@ https://kyverno.io/docs/writing-policies/autogen: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -185793,8 +185671,7 @@ https://kyverno.io/docs/writing-policies/generate: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -185823,8 +185700,7 @@ https://kyverno.io/docs/writing-policies/mutate: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -185874,8 +185750,7 @@ https://kyverno.io/policies/best-practices/check_deprecated_apis: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[LEGACY]' v1_locations: - docs/securityascode.md v2_locations: @@ -185903,8 +185778,7 @@ https://kyverno.io/policies/best-practices/require_probes/require_probes: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -185932,8 +185806,7 @@ https://kyverno.io/policies/best-practices/restrict_image_registries/restrict_im stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -185961,8 +185834,7 @@ https://kyverno.io/policies/other/add-pod-proxies: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -185990,8 +185862,7 @@ https://kyverno.io/policies/other/require_pdb: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -186272,7 +186143,8 @@ https://labs.meanpug.com/kubernetes-kpt-in-the-wild: stars: 0 status: online tags: - - CASE STUDY + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -195228,7 +195100,7 @@ https://marketplace.visualstudio.com: stars: 0 status: online tags: - - DE FACTO STANDARD + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -195257,7 +195129,7 @@ https://marketplace.visualstudio.com/azuredevops: stars: 4 status: online tags: - 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docs/visual-studio.md v2_locations: @@ -195449,7 +195319,7 @@ https://marketplace.visualstudio.com/items?itemName=Fatih.baba-flow: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -195477,7 +195347,7 @@ https://marketplace.visualstudio.com/items?itemName=GitHub.copilot: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: @@ -195505,7 +195375,7 @@ https://marketplace.visualstudio.com/items?itemName=GitHub.github-vscode-theme: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: @@ -195532,7 +195402,7 @@ https://marketplace.visualstudio.com/items?itemName=GitHub.remotehub: stars: 5 status: online tags: - - DE FACTO STANDARD + - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: @@ -195560,8 +195430,7 @@ https://marketplace.visualstudio.com/items?itemName=GitHub.vscode-pull-request-g stars: 5 status: online tags: - 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- ENTERPRISE-STABLE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: @@ -195870,7 +195737,7 @@ https://marketplace.visualstudio.com/items?itemName=aaron-bond.better-comments: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -195899,7 +195766,7 @@ https://marketplace.visualstudio.com/items?itemName=adpyke.codesnap: stars: 3 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -195927,7 +195794,7 @@ https://marketplace.visualstudio.com/items?itemName=alefragnani.jenkins-status: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -195955,7 +195822,7 @@ https://marketplace.visualstudio.com/items?itemName=angryobject.react-pure-to-cl stars: 2 status: online tags: - - LEGACY + - '[LEGACY]' v1_locations: - docs/visual-studio.md v2_locations: @@ -196007,7 +195874,7 @@ https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff: stars: 5 status: online tags: - 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- COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -196439,7 +196303,7 @@ https://marketplace.visualstudio.com/items?itemName=ivory-lab.jenkinsfile-suppor stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -196467,7 +196331,7 @@ https://marketplace.visualstudio.com/items?itemName=janjoerke.jenkins-pipeline-l stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -196518,7 +196382,7 @@ https://marketplace.visualstudio.com/items?itemName=jmMeessen.jenkins-declarativ stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md - docs/visual-studio.md @@ -196548,7 +196412,7 @@ https://marketplace.visualstudio.com/items?itemName=jock.svg: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -196577,7 +196441,7 @@ https://marketplace.visualstudio.com/items?itemName=juanmnl.vscode-theme-1984: stars: 3 status: online tags: - 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- ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -261745,8 +261598,7 @@ https://thenewstack.io/how-opentelemetry-works-with-kubernetes: stars: 0 status: online tags: - - DE FACTO STANDARD - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: @@ -262562,8 +262414,7 @@ https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools: stars: 0 status: online tags: - - ENTERPRISE-STABLE - - CASE STUDY + - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: @@ -262831,7 +262682,7 @@ https://thenewstack.io/kubermatic-kubernetes-platform-beats-complexity-through-a stars: 3 status: online tags: - - CASE STUDY + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -263942,7 +263793,7 @@ https://thenewstack.io/locking-down-kubernetes-containers-with-vcluster: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -264892,8 +264743,7 @@ https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors stars: 0 status: online tags: - 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- ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -274462,8 +274310,7 @@ https://uw-labs.github.io/blog/kubernetes,/multicluster/2021/07/21/kube-semaphor stars: 0 status: online tags: - - COMMUNITY-TOOL - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -274604,8 +274451,8 @@ https://vadosware.io/post/using-makefiles-and-envsubst-as-an-alternative-to-helm stars: 0 status: online tags: - - LEGACY - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -275672,8 +275519,7 @@ https://visualstudio.microsoft.com/services/live-share: stars: 0 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -276239,7 +276085,7 @@ https://vscode.dev: stars: 0 status: online tags: - - DE FACTO STANDARD + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -276267,7 +276113,7 @@ https://vscode.github.com: stars: 0 status: online tags: - - DE FACTO STANDARD + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -277484,7 +277330,8 @@ https://www.39digits.com/signed-git-commits-on-wsl2-using-visual-studio-code: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/visual-studio.md v2_locations: @@ -277640,7 +277487,7 @@ https://www.adaltas.com/en/2022/09/08/kubernetes-metallb-nginx: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -278236,7 +278083,7 @@ https://www.amazon.com/b/?node=14297978011: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -281918,8 +281765,7 @@ https://www.bleepingcomputer.com/news/microsoft/windows-11-can-now-install-wsl-f stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -283118,8 +282964,7 @@ https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-for-remote-wor stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -283148,7 +282993,7 @@ https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-to-supercharge stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -283622,7 +283467,7 @@ https://www.checklyhq.com: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: @@ -283651,8 +283496,7 @@ https://www.checkov.io: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: @@ -284467,8 +284311,7 @@ https://www.cloudbees.com/blog/automated-build-deploy-feedback-using-instana: stars: 0 status: online tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: @@ -290092,7 +289935,7 @@ https://www.cyberark.com/resources/threat-research-blog/attacking-kubernetes-clu stars: 0 status: online tags: - 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- COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -309958,7 +309795,7 @@ https://www.infoq.com/news/2022/01/karpenter-kubernetes-autoscaler: stars: 2 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -310205,8 +310042,7 @@ https://www.infoq.com/news/2023/02/aws-deployment-pipelines: stars: 0 status: online tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -310259,7 +310095,7 @@ https://www.infoq.com/news/2023/03/kwok-kubernetes: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -313229,7 +313065,7 @@ https://www.infracloud.io/blogs/securing-kubernetes-cluster-kubescape-kubebench: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -314273,7 +314109,7 @@ https://www.java-success.com/debugging-java-thread-safety-multi-threading-concur stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -314487,7 +314323,7 @@ https://www.javaadvent.com/2021/12/you-need-more-than-containers-a-short-history stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -315771,7 +315607,7 @@ https://www.jetbrains.com/fleet: stars: 0 status: online tags: - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -316484,7 +316320,7 @@ https://www.kateyes.co.uk: stars: 0 status: online tags: - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -317269,8 +317105,7 @@ https://www.kubermatic.com/blog/using-open-policy-agent-with-kubermatic: stars: 0 status: online tags: - - GUIDE - - CASE STUDY + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -318159,7 +317994,7 @@ https://www.lastweekinaws.com/blog/17-more-ways-to-run-containers-on-aws: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -318676,7 +318511,7 @@ https://www.learnitguide.net/2023/04/how-to-create-configmap-from-properties.htm stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: @@ -319013,7 +318848,7 @@ https://www.learnsteps.com/kaniko-and-how-you-can-build-images-on-kubernetes-usi stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -320307,7 +320142,7 @@ https://www.linkedin.com/pulse/listado-de-todos-los-servicios-amazon-web-service stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -323918,8 +323753,7 @@ https://www.morling.dev/blog/introducing-jfrunit-1-0-0-alpha1: stars: 0 status: online tags: - - GUIDE - - EMERGING + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -325249,8 +325083,7 @@ https://www.omgubuntu.co.uk/2020/06/microsoft-wsl-install-command: stars: 0 status: online tags: - - GUIDE - - COMMUNITY-TOOL + - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: @@ -325366,7 +325199,7 @@ https://www.opcito.com/blogs/testops-how-to-automate-your-software-pipeline-at-t stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: @@ -325612,8 +325445,7 @@ https://www.openpolicyagent.org: stars: 5 status: online tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE + - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: @@ -328905,7 +328737,7 @@ https://www.plural.sh: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -330354,7 +330186,7 @@ https://www.prisma.io/blog/vscode-extension-prisma-rust-webassembly: stars: 5 status: online tags: - - GUIDE + - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: @@ -334284,7 +334116,7 @@ https://www.redhat.com/en/blog/cloud-native-business-automation-kogito: stars: 0 status: online tags: - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: @@ -344135,7 +343967,7 @@ https://www.sesin.at/2021/08/28/securing-kubernetes-with-kyverno-how-to-protect- stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -345830,7 +345662,7 @@ https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jet stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -346662,7 +346494,7 @@ https://www.squadcast.com/blog/kyverno-policy-management-in-kubernetes: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: @@ -346810,7 +346642,8 @@ https://www.stackrox.io/blog/top-9-open-source-devsecops-tools-for-kubernetes: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -355703,7 +355536,7 @@ https://www.vcluster.com: stars: 0 status: online tags: - - DE FACTO STANDARD + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -356427,7 +356260,7 @@ https://www.virtualizationhowto.com/2023/08/best-kubernetes-management-tools-in- stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -356515,8 +356348,7 @@ https://www.vladionescu.me/posts/scaling-containers-on-aws-in-2022: stars: 0 status: online tags: - - GUIDE - - CASE STUDY + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -358653,7 +358485,7 @@ https://www.xeridia.co.uk/blog/benefits-test-driven-development-devops-environme stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: @@ -358681,7 +358513,7 @@ https://www.xeridia.co.uk/blog/importance-testing-devops: stars: 4 status: online tags: - - GUIDE + - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: @@ -359048,7 +358880,7 @@ https://www.youtube.com/@code/shorts: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362445,7 +362277,7 @@ https://www.youtube.com/shorts/-hvEdSI8ziE: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362472,7 +362304,7 @@ https://www.youtube.com/shorts/0N-NFIfy5lI: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362499,7 +362331,7 @@ https://www.youtube.com/shorts/0h1xNFsEZBU: stars: 3 status: online tags: - - GUIDE + - '[LEGACY]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362527,7 +362359,7 @@ https://www.youtube.com/shorts/0xq_ZYfl6Vk: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362554,7 +362386,7 @@ https://www.youtube.com/shorts/6IwjxcDbVW0: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362581,7 +362413,7 @@ https://www.youtube.com/shorts/6NFR5MsHM_4: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362608,7 +362440,7 @@ https://www.youtube.com/shorts/70voiUcMk_I: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362635,7 +362467,7 @@ https://www.youtube.com/shorts/8iVaeLjzY6s: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362663,7 +362495,7 @@ https://www.youtube.com/shorts/AGFvs2pT1VQ: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362690,7 +362522,7 @@ https://www.youtube.com/shorts/G5580-DxQuw: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362717,7 +362549,7 @@ https://www.youtube.com/shorts/HyhSDvaaRwM: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362744,7 +362576,7 @@ https://www.youtube.com/shorts/KQB8FRoJaH4: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362771,7 +362603,7 @@ https://www.youtube.com/shorts/KZHI5RMmFk0: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362799,7 +362631,7 @@ https://www.youtube.com/shorts/OfsixF-splk: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362827,7 +362659,7 @@ https://www.youtube.com/shorts/Q2RrAdWmn_M: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362854,7 +362686,7 @@ https://www.youtube.com/shorts/ToGRhGvo62k: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362909,7 +362741,7 @@ https://www.youtube.com/shorts/VqOVb76IyI4: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362936,7 +362768,7 @@ https://www.youtube.com/shorts/WzlpGnbNPH4: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -362964,7 +362796,7 @@ https://www.youtube.com/shorts/X3wgBid4gO8: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363018,7 +362850,7 @@ https://www.youtube.com/shorts/cLokEWqTuds: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363045,7 +362877,7 @@ https://www.youtube.com/shorts/cTE0ec3IurE: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363073,7 +362905,7 @@ https://www.youtube.com/shorts/dDtueNAFELo: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363100,7 +362932,7 @@ https://www.youtube.com/shorts/hdmaP4ibJ4I: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363183,7 +363015,7 @@ https://www.youtube.com/shorts/nMJBbH7g1M4: stars: 3 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363211,7 +363043,7 @@ https://www.youtube.com/shorts/p-H7Q9PtSc8: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363266,7 +363098,7 @@ https://www.youtube.com/shorts/t322UnzV9vM: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363293,7 +363125,7 @@ https://www.youtube.com/shorts/t5vXCNIBVYw: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363320,7 +363152,7 @@ https://www.youtube.com/shorts/uzC1PP73d9I: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363375,7 +363207,7 @@ https://www.youtube.com/shorts/y55a7NAiHiI: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: @@ -363430,7 +363262,7 @@ https://www.youtube.com/user/AWSwebinars: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -363458,7 +363290,7 @@ https://www.youtube.com/user/AmazonWebServices: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -363563,7 +363395,7 @@ https://www.youtube.com/user/awstutorialseries: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: @@ -364773,7 +364605,8 @@ https://www.youtube.com/watch?v=7IFAg782pf8: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -365263,7 +365096,7 @@ https://www.youtube.com/watch?v=CB79eTFbR0w&feature=youtu.be&ab_channel=DevOpsTo stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: @@ -369027,7 +368860,8 @@ https://www.youtube.com/watch?v=ybCxPHzRJfA&ab_channel=VisualStudioCode: stars: 0 status: online tags: - - GUIDE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' v1_locations: - docs/visual-studio.md v2_locations: @@ -371157,8 +370991,7 @@ https://yor.io: stars: 5 status: online tags: - - ENTERPRISE-STABLE - - COMMUNITY-TOOL + - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: diff --git a/v2-docs/GoogleCloudPlatform.md b/v2-docs/GoogleCloudPlatform.md index 4fc2578a..8163d6fb 100644 --- a/v2-docs/GoogleCloudPlatform.md +++ b/v2-docs/GoogleCloudPlatform.md @@ -18,7 +18,7 @@ #### Command-Line Tools - - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) ⭐ 2852 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. + - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) ⭐ 2853 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. ## AI Engineering ### Agentic Frameworks diff --git a/v2-docs/about.md b/v2-docs/about.md index f5dad34f..3fb1ea87 100644 --- a/v2-docs/about.md +++ b/v2-docs/about.md @@ -18,7 +18,7 @@ #### Jinja - - **(2024)** [==jinja 🌟==](https://github.com/pallets/jinja) ⭐ 11662 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official repository for Jinja, the ubiquitous Python-based templating engine. Jinja underpins all dynamic evaluation structures inside Ansible, enabling programmatic infrastructure assembly. + - **(2024)** [==jinja 🌟==](https://github.com/pallets/jinja) ⭐ 11663 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official repository for Jinja, the ubiquitous Python-based templating engine. Jinja underpins all dynamic evaluation structures inside Ansible, enabling programmatic infrastructure assembly. ## Cloud Native ### Kubernetes Development diff --git a/v2-docs/ai-agents-mcp.md b/v2-docs/ai-agents-mcp.md index 99d33689..9f5136f3 100644 --- a/v2-docs/ai-agents-mcp.md +++ b/v2-docs/ai-agents-mcp.md @@ -22,7 +22,7 @@ - **(2024)** [anthropic.com: Introducing the Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) [NONE CONTENT] [COMMUNITY-TOOL] — Anthropic's release document introducing the Model Context Protocol (MCP), an open-standard protocol enabling LLM agents to securely interact with external tools and data sources. MCP standardizes the JSON-RPC interface between hosts and servers, resolving the integration fragmentation that previously plagued generative AI integrations and agentic workflows. #### Awesome Lists - - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89105 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. + - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89108 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. #### Developer Experience - **(2025)** [MCPBundles](https://www.mcpbundles.com) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — MCPBundles is a discovery and packaging platform designed to bundle various Model Context Protocol servers for rapid deployment. It simplifies agentic application building by providing curated, pre-configured groupings of tools (e.g., database drivers, git utilities, API endpoints) that can be integrated into AI hosts in a single setup operation. @@ -51,10 +51,10 @@ #### LocalAI - - **(2025)** [**LocalAI**](https://github.com/mudler/LocalAI) ⭐ 46841 [GO CONTENT] 🌟🌟🌟🌟 [DE FACTO STANDARD] — Curator Insight: A self-hosted, community-first OpenAI-compatible API gateway running on local hardware. 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. + - **(2025)** [**LocalAI**](https://github.com/mudler/LocalAI) ⭐ 46842 [GO CONTENT] 🌟🌟🌟🌟 [DE FACTO STANDARD] — Curator Insight: A self-hosted, community-first OpenAI-compatible API gateway running on local hardware. 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. #### vLLM - - **(2025)** [==vLLM on Kubernetes==](https://github.com/vllm-project/vllm) ⭐ 82808 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — 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. + - **(2025)** [==vLLM on Kubernetes==](https://github.com/vllm-project/vllm) ⭐ 82811 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — 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. ## Cloud Native Operations ### AI AIOps @@ -68,7 +68,7 @@ #### Claude Code - - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57649 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. + - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57652 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. --- 💡 **Explore Related:** [AI](./ai.md) | [MLOps](./mlops.md) | [ChatGPT](./chatgpt.md) diff --git a/v2-docs/ai.md b/v2-docs/ai.md index c2bddf0d..5a5df5c8 100644 --- a/v2-docs/ai.md +++ b/v2-docs/ai.md @@ -30,7 +30,7 @@ #### Command-Line Tools - - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) ⭐ 2852 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. + - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) ⭐ 2853 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. ## AI and Platform Engineering ### AI Assistants @@ -44,7 +44,7 @@ #### Awesome Lists - - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89105 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. + - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89108 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. ## Architecture and Visualization ### Interactive Diagramming @@ -75,12 +75,12 @@ #### Large Language Models - - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97127 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. + - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97129 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. ### Generative AI Engineering #### API Integration Patterns - - **(2023)** [==github.com/openai/openai-cookbook: OpenAI Cookbook==](https://github.com/openai/openai-cookbook) ⭐ 74149 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official, highly detailed cookbook of integration patterns and code recipes from OpenAI. Live Grounding and Curator Insight rate this as the definitive reference for engineering structured JSON model outputs, semantic embedding databases, low-latency streaming endpoints, and high-throughput bulk operations. + - **(2023)** [==github.com/openai/openai-cookbook: OpenAI Cookbook==](https://github.com/openai/openai-cookbook) ⭐ 74150 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official, highly detailed cookbook of integration patterns and code recipes from OpenAI. Live Grounding and Curator Insight rate this as the definitive reference for engineering structured JSON model outputs, semantic embedding databases, low-latency streaming endpoints, and high-throughput bulk operations. #### Architecture Patterns - **(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] [EMERGING] — An advanced AWS architecture session detailing patterns to transition generative AI from experimental concepts to secure, cost-optimized, and low-latency production applications. It covers vector search performance, model endpoint caching, and distributed multi-tenant API routing. This reference is crucial for system engineers designing robust enterprise AI portals. @@ -133,7 +133,7 @@ - **(2020)** [poloclub.github.io: What is a Convolutional Neural Network?](https://poloclub.github.io/cnn-explainer) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — An interactive, visual demonstration of Convolutional Neural Networks (CNNs) designed to demystify mathematical operations like convolution, pooling, and activation functions. The tool lets engineers inspect intermediate layers of active models, mapping visual inputs to numerical transformations. This is a vital resource for platform engineers seeking a deep conceptual understanding of computer vision workloads. #### Structured Curriculums (1) - - **(2023)** [==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners' - A Curriculum==](https://github.com/microsoft/ML-For-Beginners) ⭐ 86817 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Microsoft's 12-week, 26-lesson classical machine learning curriculum focused heavily on hands-on project-based execution using Scikit-learn. It purposely isolates foundational ML patterns—such as regression, clustering, and basic NLP—from deep learning complexities. It is a premier learning journey for developers seeking to deploy robust predictive systems. + - **(2023)** [==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners' - A Curriculum==](https://github.com/microsoft/ML-For-Beginners) ⭐ 86818 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Microsoft's 12-week, 26-lesson classical machine learning curriculum focused heavily on hands-on project-based execution using Scikit-learn. It purposely isolates foundational ML patterns—such as regression, clustering, and basic NLP—from deep learning complexities. It is a premier learning journey for developers seeking to deploy robust predictive systems. ## Artificial Intelligence and LLMs ### Prompt Engineering @@ -240,7 +240,7 @@ #### Claude Code - - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57649 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. + - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57652 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. - **(2025)** [Claude Code in Action](https://anthropic.skilljar.com/claude-code-in-action) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] — An official hands-on tutorial and demonstration course by Anthropic showing the real-world utility of Claude Code. It covers basic terminal setups, interactive file refactoring, automated git commit orchestration, and contextual testing loops. Highly valuable for teams integrating terminal-based AI agents directly into daily engineering pipelines. #### Cursor IDE @@ -355,7 +355,7 @@ #### Core Architectures - - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128106 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. + - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128138 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. ## Specialized AI Applications ### Healthcare Systems diff --git a/v2-docs/ansible.md b/v2-docs/ansible.md index ae4501e4..4003634a 100644 --- a/v2-docs/ansible.md +++ b/v2-docs/ansible.md @@ -115,7 +115,7 @@ - **(2023)** [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] — Evaluates architectural patterns for structural scaling in Ansible. Recommends multi-environment directories, external roles, and separated configuration scopes to maximize system maintenance and clarity. #### Reference Architectures - - **(2024)** [==Ansible for DevOps Examples==](https://github.com/geerlingguy/ansible-for-devops) ⭐ 9786 [YAML CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The premier community-standard GitHub repository containing configuration blueprints for Jeff Geerling's 'Ansible for DevOps'. Serves as a primary reference for deploying Kubernetes clusters and microservices. + - **(2024)** [==Ansible for DevOps Examples==](https://github.com/geerlingguy/ansible-for-devops) ⭐ 9787 [YAML CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The premier community-standard GitHub repository containing configuration blueprints for Jeff Geerling's 'Ansible for DevOps'. Serves as a primary reference for deploying Kubernetes clusters and microservices. #### Reference Projects - **(2023)** [middlewareinventory.com: Ansible Playbook Examples – Sample Ansible Playbooks | Devops Junction](https://www.middlewareinventory.com/blog/ansible-playbook-example) [COMMUNITY-TOOL] — A collection of practical Ansible playbook blueprints. Offers concrete system administration examples covering package management, file state adjustments, and cron-job automation. @@ -202,7 +202,7 @@ #### Jinja - - **(2024)** [==jinja 🌟==](https://github.com/pallets/jinja) ⭐ 11662 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official repository for Jinja, the ubiquitous Python-based templating engine. Jinja underpins all dynamic evaluation structures inside Ansible, enabling programmatic infrastructure assembly. + - **(2024)** [==jinja 🌟==](https://github.com/pallets/jinja) ⭐ 11663 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official repository for Jinja, the ubiquitous Python-based templating engine. Jinja underpins all dynamic evaluation structures inside Ansible, enabling programmatic infrastructure assembly. ## Cloud Infrastructure ### AWS diff --git a/v2-docs/api.md b/v2-docs/api.md index 0c1dde21..a3991d8c 100644 --- a/v2-docs/api.md +++ b/v2-docs/api.md @@ -283,7 +283,7 @@ - **(2024)** [geeksforgeeks.org: Basics of SOAP – Simple Object Access Protocol](https://www.geeksforgeeks.org/computer-networks/basics-of-soap-simple-object-access-protocol) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] — Explains the structural foundations of Simple Object Access Protocol (SOAP). It describes key architectural elements such as the SOAP Envelope, Header, Body, and Fault structures alongside the WSDL (Web Services Description Language) interface definitions. While largely replaced by REST and JSON in modern applications, SOAP remains critical in highly secure financial and enterprise systems. #### Public Directories - - **(2024)** [==github.com/public-apis/public-apis: Try Public APIs for free 🌟==](https://github.com/public-apis/public-apis) ⭐ 441420 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly curated, massive directory of free, public APIs categorized by topic (such as Auth, Data, Analytics, and weather). This repository is the de facto standard resource for engineers searching for mock datasets or utility endpoints to build prototypes. It demonstrates the utility of community-led open-source curation for modern software experimentation. + - **(2024)** [==github.com/public-apis/public-apis: Try Public APIs for free 🌟==](https://github.com/public-apis/public-apis) ⭐ 441427 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly curated, massive directory of free, public APIs categorized by topic (such as Auth, Data, Analytics, and weather). This repository is the de facto standard resource for engineers searching for mock datasets or utility endpoints to build prototypes. It demonstrates the utility of community-led open-source curation for modern software experimentation. - **(2023)** [**freecodecamp.org: Public APIs Developers Can Use in Their Projects**](https://www.freecodecamp.org/news/public-apis-for-developers) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] — Introduces a handpicked list of highly functional public APIs suited for portfolio projects and app prototypes. The compilation features modern REST APIs that do not require complex OAuth authorization flows, covering categories like machine learning, weather forecasting, financial data, and geolocation. It serves as an accessible entry-point for learning API integration patterns. #### Strategic Governance diff --git a/v2-docs/aws-pricing.md b/v2-docs/aws-pricing.md index 3be24fe7..f9eec48a 100644 --- a/v2-docs/aws-pricing.md +++ b/v2-docs/aws-pricing.md @@ -5,23 +5,47 @@ ## 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] - [topcloudops.com: Optimizing AWS RDS Cost](https://topcloudops.com/blog-detail?id=030b1031-8bc8-4bc5-8f7a-417950005b97) [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] +## Cloud Infrastructure + +### AWS Cost Management + +#### Architecture Optimization + + - **(2021)** [**freecodecamp.org: How to Optimize your AWS Cloud Architecture Costs**](https://www.freecodecamp.org/news/cost-optimization-in-aws) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An extensive blueprint targeting cost optimization on AWS. Elaborates on compute rightsizing, orchestrating managed storage lifecycles, and identifying idle infrastructure configurations to lower overall cloud spend. +#### CLI Tools + + - **(2021)** [**ec2.shop: Compare AWS EC2 instance price from the CLI**](https://ec2.shop) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A terminal-based tool enabling fast comparisons of EC2 instance types, pricing, and configurations directly from the command line. Significantly reduces operational friction for engineers sizing cloud compute resources. +#### Compute Costs + + - **(2020)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Details systemic price reductions for EC2 Instance Savings Plans and Standard Reserved Instances. Highlights AWS's continuous price adjustments and the architectural shift towards commitment-based financial engineering models. + - **(2020)** [**infoq.com: AWS Launches Low-Cost Burstable T4g Instances Powered by AWS' Graviton2**](https://www.infoq.com/news/2020/09/aws-ec2-t4g-instances) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Discusses the deployment of ARM64 Graviton2-powered burstable T4g instances on AWS. Outlines the raw price-to-performance value, noting up to 40% improvements over comparable x86-based environments. +#### Database Infrastructure + + - **(2022)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Breaks down inter-zone and multi-region data transfer charges on AWS managed databases. Presents structural models designed to minimize data transfer egress bills within multi-tier application layouts. +#### FinOps Strategy + + - **(2022)** [==calculator.aws: AWS Total Cost of Ownership (TCO) Calculators==](https://calculator.aws) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official pricing modeling platform for AWS cloud architectures. Empowers engineers to compute operational expenses and model total cost of ownership forecasts before initiating system builds. + - **(2021)** [==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) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Guide to building operational cost dashboards via AWS CUDOS and Amazon QuickSight. Translates complex billing files into detailed visualizations tracking anomalous expenditure patterns in real time. + - **(2022)** [**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) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Details critical commercial risks of long-term Reserved Instance and Savings Plan commitments. Outlines how changing architecture styles can render fixed financial contracts inefficient over time. + - **(2021)** [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] — A practical guide outlining how to implement AWS Budgets to prevent unexpected invoice spikes. Walks through setup thresholds, dynamic notifications, and SNS bindings crucial for early infrastructure accounts. +#### Kubernetes FinOps + + - **(2021)** [==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) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Explores Kubernetes resource provisioning on EKS using automated container allocations. Offers strategies to prevent container-level over-provisioning and dynamically handle node scaling tasks to curb cluster waste. +#### Networking Costs + + - **(2022)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Covers significant network-level price cuts for AWS PrivateLink, Transit Gateway, and Client VPN. Aids enterprise network architects in planning hybrid integrations with fewer concerns over data egress penalties. +#### Storage Costs + + - **(2021)** [**aws.amazon.com: Amazon S3 Glacier Price Reduction**](https://aws.amazon.com/es/blogs/aws/amazon-s3-glacier-price-reduction) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Analyses structural price reductions on S3 Glacier archiving solutions. Evaluates its architectural impact for enterprises storing high-volume data lakes and maintaining long-term historical compliance logs. + - **(2021)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Introduces the Amazon Elastic File System (EFS) One Zone storage class, offering cost-optimized options for shared storage. Cuts storage expenses by up to 47% compared to regional replication variants. + - **(2021)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Details how S3 Intelligent-Tiering minimizes administration tasks by automating object data migration. Moves records between active and archival tiers based on individual file lifecycle events. +### Compute Optimization + +#### EC2 Instances + + - **(2021)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Compares AWS m6i instances to preceding m5 configurations, outlining performance benchmarks. Details compute and memory optimizations delivered by 3rd Gen Intel Xeon Scalable processors at similar cost brackets. ## Cloud Providers ### AWS diff --git a/v2-docs/aws-storage.md b/v2-docs/aws-storage.md index e4b3e32c..fcc0551f 100644 --- a/v2-docs/aws-storage.md +++ b/v2-docs/aws-storage.md @@ -47,7 +47,7 @@ #### Distributed Block Storage - - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) ⭐ 16706 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An enterprise-grade, highly scalable distributed storage ecosystem providing object, block, and file system storage on a single unified cluster. Widely adopted as the primary storage layer backing cloud platforms and Kubernetes orchestration (Rook-Ceph). + - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) ⭐ 16707 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An enterprise-grade, highly scalable distributed storage ecosystem providing object, block, and file system storage on a single unified cluster. Widely adopted as the primary storage layer backing cloud platforms and Kubernetes orchestration (Rook-Ceph). ## Cloud Native Storage ### AWS EBS diff --git a/v2-docs/aws-tools-scripts.md b/v2-docs/aws-tools-scripts.md index fd80ede0..921bd516 100644 --- a/v2-docs/aws-tools-scripts.md +++ b/v2-docs/aws-tools-scripts.md @@ -110,7 +110,7 @@ #### Cloud Emulation - - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14060 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. + - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14061 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. ## Infrastructure ### DevOps diff --git a/v2-docs/aws.md b/v2-docs/aws.md index 957f0636..e33b77c4 100644 --- a/v2-docs/aws.md +++ b/v2-docs/aws.md @@ -9,80 +9,92 @@ - [Introducing Kiro: AWS Agentic AI-Based IDE](https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409) [COMMUNITY-TOOL] - [Terraform for Standardizing AWS Deployments](https://t.co/5E4FLUyh98) [COMMUNITY-TOOL] - [medium.com/towards-cloud-computing: 7 Free AWS Practice Labs and AWS Workshops' resources](https://medium.com/towards-cloud-computing/7-free-aws-practice-labs-and-aws-workshops-resources-d0a861f05d3) [COMMUNITY-TOOL] - - [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] - - [AWS Marketplace](https://aws.amazon.com/marketplace) [COMMUNITY-TOOL] - - [The Open Guide to Amazon Web Services](https://github.com/open-guides/og-aws) ⭐ 36426 [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) ⭐ 5350 [ENTERPRISE-STABLE] - - [dashbird.io: Get started and keep using AWS for free](https://dashbird.io/blog/use-aws-free) [COMMUNITY-TOOL] - [dzone: AWS Basics](https://dzone.com/articles/aws-basics) [COMMUNITY-TOOL] - [dzone: AWS Basics: Bastion Hosts and NAT](https://dzone.com/articles/aws-basics-bastian-hosts-and-nat) [COMMUNITY-TOOL] - [dannys.cloud: 10 Best Free AWS Learning Resources for Beginners](https://dannys.cloud/10-best-free-aws-learning-resources-for-beginners) [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] - [towardsaws.com: A Gentle Introduction to Amazon Web Services (AWS)](https://towardsaws.com/a-gentle-introduction-to-amazon-web-services-aws-50f18c7c57dc) [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] - [medium: AWS Services Every Developer Should Be Aware Of](https://medium.com/@ashish_fagna/aws-services-every-developer-should-be-aware-of-f7c48aaa854f) [COMMUNITY-TOOL] - [blog.cloudyali.io: The Absolute minimum every developer must know about' AWS security!](https://blog.cloudyali.io/absolute-minimum-every-developer-must-know-about-aws-security) [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] - [medium: 6 Lessons Learned - Migrating Application on Production](https://medium.com/swlh/6-lessons-learned-from-migrating-web-application-on-production-ce9add8e63f3) [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] - [dzone: Five Different Ways to Build AWS Infrastructure](https://dzone.com/articles/five-different-ways-to-build-aws-infrastructure) [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] - [ben11kehoe.medium.com: Never put AWS temporary credentials in the credentials' file (or env vars) — there’s a better way](https://ben11kehoe.medium.com/never-put-aws-temporary-credentials-in-env-vars-or-credentials-files-theres-a-better-way-25ec45b4d73e) [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] - [tech.twenix.com: Securiza tu infraestructura cloud sin arruinarte](https://tech.twenix.com/securiza-tu-infraestructura-cloud-sin-arruinarte-d9d2e2d5302c) [COMMUNITY-TOOL] - - [amazon.qwiklabs.com/catalog](https://amazon.qwiklabs.com/catalog) [COMMUNITY-TOOL] - - [freecodecamp.org/news/tag/aws](https://www.freecodecamp.org/news/tag/aws) [COMMUNITY-TOOL] - [paigeshin1991.medium.com: Drop Nuclear Bomb on your AWS account. How to' clear your entire AWS services in 3 seconds](https://paigeshin1991.medium.com/drop-nuclear-bomb-on-your-aws-services-how-to-clear-your-entire-aws-account-in-3-seconds-53f28928e09c) [COMMUNITY-TOOL] - [medium.com/gargee-bhatnagar: How to Create a Custom AMI with Image Pipeline' and Automate its Creation Using EC2 Image Builder](https://medium.com/gargee-bhatnagar/how-to-create-a-custom-ami-with-image-pipeline-and-automate-its-creation-using-ec2-image-builder-7e194e39c8e9) [COMMUNITY-TOOL] - [medium.com/@imaze.enabulele: Autoscaling EC2 Instances for High Availability' and Stress Testing 🌟](https://medium.com/@imaze.enabulele/autoscaling-ec2-instances-for-high-availability-and-stress-testing-946b41f229e2) [COMMUNITY-TOOL] - [awstip.com: How to list all resources in your AWS account](https://awstip.com/how-to-list-all-resources-in-your-aws-account-c3f18061f71b) [COMMUNITY-TOOL] - - [Building highly resilient applications with on-premises interdependencies using AWS Local Zones](https://aws.amazon.com/blogs/compute/building-highly-resilient-applications-with-on-premises-interdependencies-using-aws-local-zones) [COMMUNITY-TOOL] - - [dev.to: Disaster Recovery Cheat-sheet/Write-up 🌟](https://dev.to/aws-builders/disaster-recovery-cheat-sheetwrite-up-o62) [COMMUNITY-TOOL] - [terminalsandcoffee.com: Setting Up the AWS CLI & IAM User API Keys 🌟](https://terminalsandcoffee.com/setting-up-the-aws-cli-iam-user-api-keys-b83554e314e4) [COMMUNITY-TOOL] - - [dev.to: Best Practices When Designing AWS Architecture 🌟🌟](https://dev.to/aws-builders/best-practices-when-designing-aws-architecture-4c8d) [COMMUNITY-TOOL] - [mrdevops.hashnode.dev: How to Create EC2 Instance in AWS: Step by Step' Tutorial](https://mrdevops.hashnode.dev/how-to-create-ec2-instance-in-aws-step-by-step-tutorial) [COMMUNITY-TOOL] - - [infoq.com: AWS Publishes Reference Architecture and Implementations for' Deployment Pipelines](https://www.infoq.com/news/2023/02/aws-deployment-pipelines) [COMMUNITY-TOOL] - - [Jayendra's Blog 🌟🌟](https://jayendrapatil.com) [COMMUNITY-TOOL] - [aws.plainenglish.io](https://aws.plainenglish.io) [COMMUNITY-TOOL] - [AWStip.com](https://awstip.com) [COMMUNITY-TOOL] - - [Everything AWS | Search and discover 6K+ quality AWS repositories](https://app.polymersearch.com/discover/aws) [COMMUNITY-TOOL] - - [AWS Courses created by AWS experts](https://www.amazon.com/b/?node=14297978011) [COMMUNITY-TOOL] - - [dev.to: Many free and useful AWS official Dev and User guides!](https://dev.to/aws-builders/many-free-and-useful-aws-official-dev-and-user-guides-54ci) [COMMUNITY-TOOL] - - [vladionescu.me: Scaling containers on AWS in 2022 (comparison)](https://www.vladionescu.me/posts/scaling-containers-on-aws-in-2022) [COMMUNITY-TOOL] - [bitmovin: Improving Video Quality on the Web](https://medium.com/aws-activate-startup-blog/bitmovin-improving-video-quality-on-the-web-8670039c4334) [COMMUNITY-TOOL] - [What Startups Should Know about Amazon VPC — Part 1](https://medium.com/aws-activate-startup-blog/what-startups-should-know-about-amazon-vpc-part-1-bebe94b7f228) [COMMUNITY-TOOL] - [Scaling on AWS (Part 3): >500K Users](https://medium.com/aws-activate-startup-blog/scaling-on-aws-part-3-500k-users-3750b227b761) [COMMUNITY-TOOL] - [medium.com: Building a Serverless Dynamic DNS System with AWS](https://medium.com/aws-activate-startup-blog/building-a-serverless-dynamic-dns-system-with-aws-a32256f0a1d8#.qq54pucbd) [COMMUNITY-TOOL] - [medium.com: The Top 10 AWS Startup Blog Posts of 2015](https://medium.com/aws-activate-startup-blog/the-top-10-aws-startup-blog-posts-of-2015-d2975e3778bb) [COMMUNITY-TOOL] - - [Amazon Web Services Youtube](https://www.youtube.com/user/AmazonWebServices) [COMMUNITY-TOOL] - - [AWS Tutorial Series](https://www.youtube.com/user/awstutorialseries) [COMMUNITY-TOOL] - - [AWS Webinar Channel](https://www.youtube.com/user/AWSwebinars) [COMMUNITY-TOOL] - - [AWS Podcasts](https://aws.amazon.com/podcasts/aws-podcast) [COMMUNITY-TOOL] - - [AWS Techchat](https://aws.amazon.com/podcasts/aws-techchat) [COMMUNITY-TOOL] - - [The AWS Developer Blog now includes Python & GoLang](https://aws.amazon.com/blogs/developer) [COMMUNITY-TOOL] - [medium: Top 4 AWS Patterns of Highly Available API](https://medium.com/greenm/top-4-aws-patterns-of-highly-available-api-d34599bfbb96) [COMMUNITY-TOOL] - [medium: AWS configuration files, explained](https://medium.com/@ben11kehoe/aws-configuration-files-explained-9a7ea7a5b42e) [COMMUNITY-TOOL] - - [AWS Config Rules now available in 4 new regions: US West (Oregon), EU (Ireland),' EU (Frankfurt) and Asia Pacific (Tokyo)](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) [COMMUNITY-TOOL] - [medium.com/swlh: AWS Config — Compliance as Code](https://medium.com/swlh/aws-config-compliance-as-code-9621eb3b7ac7) [COMMUNITY-TOOL] - [AWS, Azure, GCP: Resource Hierarchies](https://levelup.gitconnected.com/aws-azure-gcp-resource-hierarchies-25b829127511) [COMMUNITY-TOOL] - [bridgecrew.io: Best practices for AWS tagging with Yor](https://bridgecrew.io/blog/best-practices-for-aws-tagging-with-yor) [COMMUNITY-TOOL] - - [Multi-account AWS Trusted Advisor summaries now available in AWS Systems Manager Explorer](https://aws.amazon.com/blogs/mt/multi-account-aws-trusted-advisor-summaries-now-available-aws-systems-manager-explorer) [COMMUNITY-TOOL] - - [How to automate incident response to security events with AWS Systems Manager Incident Manager](https://aws.amazon.com/blogs/security/how-to-automate-incident-response-to-security-events-with-aws-systems-manager-incident-manager) [COMMUNITY-TOOL] - - [AWS Cloud Adoption Framework (CAF) 3.0 is Now Available](https://aws.amazon.com/blogs/aws/aws-cloud-adoption-framework-caf-3-0-is-now-available) [COMMUNITY-TOOL] - - [AWS re:Post – A Reimagined Q&A Experience for the AWS Community](https://aws.amazon.com/blogs/aws/aws-repost-a-reimagined-qa-experience-for-the-aws-community) [COMMUNITY-TOOL] - - [infoq.com: Amazon Introduces re:Post, a "Stack Overflow" for AWS](https://www.infoq.com/news/2021/12/amazon-repost-questions-answers) [COMMUNITY-TOOL] -## Cloud Infrastructure +## Cloud Computing ### AWS +#### Architecture and Guides + + - **(2026)** [==The Open Guide to Amazon Web Services==](https://github.com/open-guides/og-aws) ⭐ 36426 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A massive, crowd-sourced encyclopedia offering highly critical, unvarnished technical reference material for AWS services. Distinct from official docs, it focuses on real-world engineering constraints, pricing trade-offs, and operational gotchas across storage, compute, and networking layers. + - **(2026)** [Implementing Microservices on AWS 🌟](https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservices-on-aws.html) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — The premier AWS whitepaper defining the patterns, architectures, and execution strategies for deploying microservices. It covers decomposition patterns, decentralized data management, domain-driven boundaries, service discovery, and inter-service messaging schemes. + - **(2026)** [dev.to: Disaster Recovery Cheat-sheet/Write-up 🌟](https://dev.to/aws-builders/disaster-recovery-cheat-sheetwrite-up-o62) [N/A CONTENT] [COMMUNITY-TOOL] — A disaster recovery reference sheet translating AWS Well-Architected DR metrics (RTO and RPO) into specific execution patterns. It compares pilot light, warm standby, and active-active multi-region failover models. + - **(2026)** [dev.to: Best Practices When Designing AWS Architecture 🌟🌟](https://dev.to/aws-builders/best-practices-when-designing-aws-architecture-4c8d) [N/A CONTENT] [COMMUNITY-TOOL] — A deep dive into the operational best practices of the AWS Well-Architected Framework. Key topics include decoupling architectural dependencies, horizontal scaling mechanisms, and programmatic resource orchestration. +#### CICD and DevOps + + - **(2026)** [infoq.com: AWS Publishes Reference Architecture and Implementations for' Deployment Pipelines](https://www.infoq.com/news/2023/02/aws-deployment-pipelines) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Analysis of the official AWS deployment pipeline reference architecture. Illustrates continuous delivery models for multi-environment propagation using standard GitOps patterns, automated integration suites, and strict deployment validation loops. +#### Containers + + - **(2026)** [==aws/containers-roadmap: AWS Containers Roadmap==](https://github.com/aws/containers-roadmap) ⭐ 5350 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The open-source public roadmap for AWS container services (ECS, EKS, ECR). It bridges developer requirements with core AWS engineering teams, offering a transparent ledger of feature designs, active developments, and historical releases. + - **(2026)** [thenewstack.io: The AWS Shared Responsibility Model for Kubernetes](https://thenewstack.io/understand-the-aws-shared-responsibility-model-for-kubernetes) [N/A CONTENT] [COMMUNITY-TOOL] — An analytical overview dissecting the limits of responsibility when managing containerized infrastructure on AWS. It contrasts the delineation of security controls between self-managed EC2 EKS node groups, managed node groups, and AWS Fargate abstractions. + - **(2026)** [lastweekinaws.com: 17 More Ways to Run Containers on AWS](https://www.lastweekinaws.com/blog/17-more-ways-to-run-containers-on-aws) [N/A CONTENT] [COMMUNITY-TOOL] — A pragmatic, humorous breakdown of the sheer density of execution pathways for running containerized workloads on AWS. The catalog contrasts core options like ECS, EKS, App Runner, and Lightsail with lesser-known combinations, advising on cost and operational footprints. + - **(2026)** [vladionescu.me: Scaling containers on AWS in 2022 (comparison)](https://www.vladionescu.me/posts/scaling-containers-on-aws-in-2022) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A benchmarking comparison of container orchestration engines on AWS. It evaluates cold-start limits, container provisioning metrics, and control plane auto-scaling responsiveness between ECS and EKS under enterprise workloads. +#### Infrastructure + + - **(2026)** [AWS Local Zones locations](https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Official matrix detailing geographic distributions and architectural specifications of AWS Local Zones. Designed for low-latency processing, these zones deploy compute, storage, and database services adjacent to major industrial hubs, bridging Edge topologies with core Regions. + - **(2026)** [AWS Marketplace](https://aws.amazon.com/marketplace) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — The centralized enterprise portal cataloging certified third-party software, AMI definitions, and SaaS integrations compatible with AWS workloads. It serves as an procurement platform, simplifying image provisioning and licensing configurations. + - **(2026)** [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) [N/A CONTENT] [COMMUNITY-TOOL] — An architectural checklist outlining critical optimization practices immediately following EC2 virtual machine instantiation. It targets key parameters like security group isolation, IAM roles, cloud-init configuration, dynamic DNS mapping, and EBS volume performance tuning. + - **(2026)** [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) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Core architectural guidance for choosing geographic AWS regions for enterprise workloads. It details standard evaluation criteria including strict data residency mandates, latency budgets relative to end-users, service availability disparities, and cost profiling. + - **(2026)** [Building highly resilient applications with on-premises interdependencies using AWS Local Zones](https://aws.amazon.com/blogs/compute/building-highly-resilient-applications-with-on-premises-interdependencies-using-aws-local-zones) [N/A CONTENT] [ADVANCED LEVEL] [LEGACY] — An enterprise resilience design guide integrating AWS Local Zones with legacy on-premises systems. It addresses key edge architectures, detailing hybrid replication strategies, localized failovers, and latency-sensitive synchronization protocols. +#### Learning and News + + - **(2026)** [aws.amazon.com/new: What's New with AWS?](https://aws.amazon.com/new) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Duplicate stream of AWS release announcements tracking core architecture, security, and developer ecosystem changes across globally distributed infrastructure zones. + - **(2026)** [AWS Ramp-Up Guides](https://aws.amazon.com/es/training/ramp-up-guides) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Curated, structured training roadmaps provided by AWS experts to build capability across role-based boundaries (Architect, Developer, DevOps). These paths organize disparate services into digestible, progressive educational units. + - **(2026)** [dashbird.io: Get started and keep using AWS for free](https://dashbird.io/blog/use-aws-free) [N/A CONTENT] [COMMUNITY-TOOL] — A granular guide explaining strategies to optimize workload structures to remain within AWS Free Tier limits indefinitely. Ideal for early-stage prototyping, it details usage ceilings across EC2, Lambda, S3, and RDS. + - **(2026)** [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) [N/A CONTENT] [COMMUNITY-TOOL] — A comprehensive directory of AWS services cataloged sequentially in Spanish. While highly structured, cloud practitioners should cross-reference with active product documentations to account for subsequent service refactoring and naming changes. + - **(2026)** [intellipaat.com: What is AWS?](https://intellipaat.com/blog/what-is-amazon-web-services-aws) [N/A CONTENT] [COMMUNITY-TOOL] — An introductory guide mapping AWS fundamentals, key global infrastructure concepts, and core service offerings (compute, database, and storage abstractions) tailored for engineering personnel initiating cloud transitions. + - **(2026)** [amazon.qwiklabs.com/catalog](https://amazon.qwiklabs.com/catalog) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — The portal for official interactive AWS learning environments. It provides isolated sandboxed accounts for executing practical technical labs spanning serverless orchestration, database scaling, container networking, and security auditing. + - **(2026)** [freecodecamp.org/news/tag/aws](https://www.freecodecamp.org/news/tag/aws) [N/A CONTENT] [COMMUNITY-TOOL] — A dynamic curriculum stream aggregating tutorials focused on AWS design patterns, architectural fundamentals, and software development SDK integrations. + - **(2026)** [Jayendra's Blog 🌟🌟](https://jayendrapatil.com) [N/A CONTENT] [COMMUNITY-TOOL] — An authoritative engineering study portal focusing on AWS architectures, credential prep, and deep technical summaries of service dependencies. Valuable for validation of edge-case service limits. + - **(2026)** [Everything AWS | Search and discover 6K+ quality AWS repositories](https://app.polymersearch.com/discover/aws) [N/A CONTENT] [COMMUNITY-TOOL] — An open-source exploration platform indexing over 6,000 AWS repositories. It assists platform architects in discovering community-validated CDK constructs, deployment templates, and cloud helper scripts. + - **(2026)** [AWS Courses created by AWS experts](https://www.amazon.com/b/?node=14297978011) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Direct catalog of specialized training modules designed by principal AWS system architects. Curated for engineers, these courses bridge conceptual theory and active production execution. + - **(2026)** [dev.to: Many free and useful AWS official Dev and User guides!](https://dev.to/aws-builders/many-free-and-useful-aws-official-dev-and-user-guides-54ci) [N/A CONTENT] [COMMUNITY-TOOL] — A curated index compiling official AWS developer guides. It categorizes reference specifications across compute, messaging, and database domains to streamline engineering onboarding. + - **(2026)** [Amazon Web Services Youtube](https://www.youtube.com/user/AmazonWebServices) [N/A CONTENT] [COMMUNITY-TOOL] — The main streaming resource channel for AWS, housing re:Invent presentations, high-level architecture reviews, and deep product feature walkthroughs. + - **(2026)** [AWS Tutorial Series](https://www.youtube.com/user/awstutorialseries) [N/A CONTENT] [COMMUNITY-TOOL] — Educational video series focused on practical system designs on AWS, covering target configurations across networking, security policies, and standard infrastructure frameworks. + - **(2026)** [AWS Webinar Channel](https://www.youtube.com/user/AWSwebinars) [N/A CONTENT] [COMMUNITY-TOOL] — Interactive webinar collection focusing on corporate cloud migration patterns, cost containment strategies, and AI workloads optimization within AWS environments. + - **(2026)** [AWS Podcasts](https://aws.amazon.com/podcasts/aws-podcast) [N/A CONTENT] [COMMUNITY-TOOL] — The official audio podcast network providing runtime updates, expert discussions, and inside perspectives on architectural patterns directly from AWS developers and clients. + - **(2026)** [AWS Techchat](https://aws.amazon.com/podcasts/aws-techchat) [N/A CONTENT] [COMMUNITY-TOOL] — Region-specific developer chat podcast providing quick insights, technological reviews, and platform trend discussions for engineers working across the APJ region. + - **(2026)** [The AWS Developer Blog now includes Python & GoLang](https://aws.amazon.com/blogs/developer) [N/A CONTENT] [COMMUNITY-TOOL] — The core technical blog for AWS developer tooling, highlighting standard SDK architectures for Python and Go, performance benchmarks, and asynchronous pipeline developments. +#### Security + + - **(2026)** [docs.aws.amazon.com: The AWS Security Reference Architecture](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/architecture.html) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — The foundational blueprint for enterprise security governance in AWS. It covers multi-account Landing Zone topologies, IAM Delegations, AWS Organizations integration, Control Tower configurations, and architectural guardrails to assure regulatory compliance. +#### Serverless + + - **(2026)** [serverlessland.com](https://serverlessland.com) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — The premier AWS-managed serverless knowledge hub. It serves as an architectural repository for designing events, writing Lambda configurations, orchestrating Step Functions, and keeping abreast of serverless pattern trends globally. + - **(2026)** [serverlessland.com/patterns: Serverless Patterns Collection](https://serverlessland.com/patterns) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — An open repository of Infrastructure as Code (IaC) serverless design patterns using SAM, CDK, and CloudFormation. Highly valuable for scaffolding backend pipelines integrating API Gateway, EventBridge, and DynamoDB. + - **(2026)** [AWS SAM Pipelines](https://serverlessland.com/explore/sam-pipelines) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — Technical deep dive into the SAM (Serverless Application Model) Pipelines integration. It provides prescriptive architectural frameworks for continuous integration and delivery (CI/CD) pipelines supporting multi-account serverless deployment methodologies. +## Cloud Infrastructure + +### AWS (1) + #### Resources - **(2026)** [==Awesome AWS 🌟==](https://github.com/donnemartin/awesome-aws) ⭐ 14064 [N/A CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The premier reference catalog for Amazon Web Services (AWS), containing curated libraries, open-source utilities, and official whitepapers. It covers key compute, storage, networking, and serverless components. It is universally recognized as the gold standard resource for AWS-centric platform engineering teams seeking validated architectural patterns. @@ -126,11 +138,23 @@ #### Serverless Services - **(2026)** [k21academy.com: AWS Application Services: Lambda, SES, SNS, SQS, SWF](https://k21academy.com/aws-cloud/aws-application-services) [COMMUNITY-TOOL] [GUIDE] — Technical review of AWS's modular application integration portfolio. Contrasts serverless compute (Lambda) with asynchronous message queues (SQS), publish-subscribe event routing (SNS), programmatically orchestrated state workflows (SWF/Step Functions), and secure outbound transaction messaging (SES). +### Architecture and Strategy + +#### Cloud Adoption Framework + + - **(2021)** [AWS Cloud Adoption Framework (CAF) 3.0 is Now Available](https://aws.amazon.com/blogs/aws/aws-cloud-adoption-framework-caf-3-0-is-now-available) [N/A CONTENT] [COMMUNITY-TOOL] — The AWS Cloud Adoption Framework (CAF) 3.0 provides a strategic roadmap for enterprises migrating workloads to the cloud. Focusing on six foundational perspective areas—Business, People, Governance, Platform, Security, and Operations—this framework incorporates modern cloud-native architectural patterns. It serves as an essential organizational blueprint for accelerating digital transformation while minimizing systemic risk. +### Community and Support + +#### AWS rePost + + - **(2021)** [AWS re:Post – A Reimagined Q&A Experience for the AWS Community](https://aws.amazon.com/blogs/aws/aws-repost-a-reimagined-qa-experience-for-the-aws-community) [N/A CONTENT] [LEGACY] — AWS re:Post replaces legacy AWS Forums with an interactive, community-driven Q&A platform to accelerate technical troubleshooting and knowledge sharing. Featuring gamified reputation models and expert moderation, it offers verified answers on complex architectural questions. It serves as a vital knowledge repository for builders aiming to resolve configuration anomalies and adopt best-practice designs. + - **(2021)** [infoq.com: Amazon Introduces re:Post, a "Stack Overflow" for AWS](https://www.infoq.com/news/2021/12/amazon-repost-questions-answers) [N/A CONTENT] [COMMUNITY-TOOL] — An independent review of AWS re:Post, describing it as a specialized, community-driven alternative to general-purpose QA boards like Stack Overflow. The analysis focuses on how verified answers and direct AWS engineer contributions reduce troubleshooting cycles for platform operators. The platform helps developers bypass outdated configuration guides in favor of modern, validated architectural patterns. ### Compliance and Governance #### AWS Config - **(2026)** [acloudguru.com: 12 AWS Config rules that every account should have](https://www.pluralsight.com/resources/blog/cloud/12-aws-config-rules-that-every-account-should-have) [COMMUNITY-TOOL] — A curated reference guide identifying 12 essential AWS Config rules required to establish enterprise compliance baselines. Focuses on declarative drift detection including mandatory MFA enforcement, S3 block public access configurations, and unattached volume cleanup. + - **(2016)** [AWS Config Rules now available in 4 new regions: US West (Oregon), EU (Ireland),' EU (Frankfurt) and Asia Pacific (Tokyo)](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) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This release details the regional expansion of AWS Config Rules, enabling continuous compliance auditing and resource monitoring in multiple global zones. AWS Config Rules allow operators to evaluate resource configurations against organizational standards and security policies dynamically. This multi-region support is architecturally significant for companies running highly distributed systems that must comply with regional data governance rules. ### Enterprise Migration #### Frameworks @@ -146,6 +170,16 @@ #### AWS CLI - **(2026)** [Convert AWS console actions to reusable code with AWS Console-to-Code, now generally available](https://aws.amazon.com/blogs/aws/convert-aws-console-actions-to-reusable-code-with-aws-console-to-code-now-generally-available/?trk=0d3532c8-5f49-4c86-9683-96c2417e9b4b&sc_channel=el) [ADVANCED LEVEL] [COMMUNITY-TOOL] — Examines the GA release of AWS Console-to-Code. This utility records visual, interactive browser actions within the AWS Console and programmatically translates them into clean, reusable Infrastructure-as-Code (IaC) formats, such as AWS CDK and CloudFormation, using generative AI models. +### Operations and Governance + +#### AWS Systems Manager + + - **(2021)** [Multi-account AWS Trusted Advisor summaries now available in AWS Systems Manager Explorer](https://aws.amazon.com/blogs/mt/multi-account-aws-trusted-advisor-summaries-now-available-aws-systems-manager-explorer) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This technical integration consolidates multi-account AWS Trusted Advisor recommendations directly within AWS Systems Manager Explorer. This consolidation provides architects with a single-pane-of-glass dashboard for monitoring cost optimization, security, fault tolerance, and operational efficiency across entire AWS Organizations. Architecturally, it streamlines administrative overhead and improves governance visibility at scale. +### Security and Incident Response + +#### AWS Systems Manager (1) + + - **(2021)** [How to automate incident response to security events with AWS Systems Manager Incident Manager](https://aws.amazon.com/blogs/security/how-to-automate-incident-response-to-security-events-with-aws-systems-manager-incident-manager) [N/A CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — This guide outlines how to automate security incident response workflows using AWS Systems Manager Incident Manager. It details how to leverage custom runbooks, notify on-call teams, and orchestrate automated mitigations for resource degradation or security breaches. Utilizing these automated workflows drastically reduces the Mean Time to Resolution (MTTR) while enforcing uniform incident management standards across distributed environments. ### Troubleshooting #### DevOps Challenges @@ -160,7 +194,7 @@ - **(2026)** [AWS Labs GitHub](https://github.com/awslabs) [N/A CONTENT] [ADVANCED LEVEL] [EMERGING] — The central AWS Labs GitHub organization housing hundreds of active experimental projects, tooling integrations, and reference CDK blueprints. Live Grounding highlights this hub as a critical launchpad for emerging patterns in infrastructure-as-code and cloud automation. It provides platform engineering teams with robust, peer-reviewed building blocks for accelerated architecture design. ## Cloud Providers -### AWS (1) +### AWS (2) #### Documentation diff --git a/v2-docs/chatgpt.md b/v2-docs/chatgpt.md index 8b8e091a..d39860bb 100644 --- a/v2-docs/chatgpt.md +++ b/v2-docs/chatgpt.md @@ -21,7 +21,7 @@ #### Large Language Models - - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97127 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. + - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97129 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. ## Artificial Intelligence and LLMs ### Prompt Engineering diff --git a/v2-docs/cloud-asset-inventory.md b/v2-docs/cloud-asset-inventory.md index da30657b..4580b8bd 100644 --- a/v2-docs/cloud-asset-inventory.md +++ b/v2-docs/cloud-asset-inventory.md @@ -19,7 +19,7 @@ #### Distributed Block Storage - - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) ⭐ 16706 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An enterprise-grade, highly scalable distributed storage ecosystem providing object, block, and file system storage on a single unified cluster. Widely adopted as the primary storage layer backing cloud platforms and Kubernetes orchestration (Rook-Ceph). + - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) ⭐ 16707 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An enterprise-grade, highly scalable distributed storage ecosystem providing object, block, and file system storage on a single unified cluster. Widely adopted as the primary storage layer backing cloud platforms and Kubernetes orchestration (Rook-Ceph). --- 💡 **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cheatsheets](./cheatsheets.md) diff --git a/v2-docs/container-managers.md b/v2-docs/container-managers.md index bbcedeb7..cca1d7f8 100644 --- a/v2-docs/container-managers.md +++ b/v2-docs/container-managers.md @@ -215,7 +215,7 @@ - **(2019)** [==crun==](https://github.com/containers/crun) ⭐ 3964 [C CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A high-performance, lightweight, and low-memory-footprint OCI runtime written completely in C. It serves as an ultra-fast alternative to Go-based runc, offering native support for advanced Linux features such as cgroups v2, user namespaces, and direct system call mapping. - **(2017)** [==Conmon==](https://github.com/containers/conmon) ⭐ 481 [C CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An essential, daemonless container monitor written in C, used primarily by Podman and CRI-O. Conmon supervises container lifecycles, capturing standard output/error streams, tracking exit codes, and managing attachment sockets while maintaining a negligible host resource overhead. - - **(2015)** [==runc==](https://github.com/opencontainers/runc) ⭐ 13281 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The canonical, low-level container runtime engine built in compliance with the OCI specification. Originally contributed by Docker, runc directly spawns and runs containers on Linux by interfacing with namespaces, cgroups, and capabilities without relying on overhead daemons. + - **(2015)** [==runc==](https://github.com/opencontainers/runc) ⭐ 13282 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The canonical, low-level container runtime engine built in compliance with the OCI specification. Originally contributed by Docker, runc directly spawns and runs containers on Linux by interfacing with namespaces, cgroups, and capabilities without relying on overhead daemons. #### Performance Optimization - **(2022)** [scrivano.org: the journey to speed up running OCI containers](https://scrivano.org/posts/2022-10-21-the-journey-to-speed-up-oci-containers) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An exceptional technical post investigating performance optimization avenues for OCI containers. It explores the historical startup bottlenecks of container initialization and deep dives into storage drivers, container startup phases, and runtime improvements inside tools like crun. diff --git a/v2-docs/databases.md b/v2-docs/databases.md index c0c4a302..39b719a8 100644 --- a/v2-docs/databases.md +++ b/v2-docs/databases.md @@ -467,7 +467,7 @@ - **(2020)** [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) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Explores MariaDB's reactive Java driver. Details how non-blocking I/O operations and asynchronous connections improve database throughput in highly concurrent microservice runtimes. ### Git-for-Data - - **(2026)** [==github.com/dolthub/dolt==](https://github.com/dolthub/dolt) ⭐ 23419 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An innovative SQL database implementing Git-style version control concepts (clone, push, pull, branch, merge) over table structures and data cells. Perfect for decentralized collaborative data management pipelines. + - **(2026)** [==github.com/dolthub/dolt==](https://github.com/dolthub/dolt) ⭐ 23420 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An innovative SQL database implementing Git-style version control concepts (clone, push, pull, branch, merge) over table structures and data cells. Perfect for decentralized collaborative data management pipelines. ### Local Development (1) - **(2022)** [thenewstack.io: Deploy MySQL and phpMyAdmin with Docker](https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker) [YAML CONTENT] [COMMUNITY-TOOL] [GUIDE] — Practical tutorial for setting up local developer environments with Docker Compose. Pairs a standard MySQL instance with phpMyAdmin for rapid schema prototyping and database visualization. diff --git a/v2-docs/developerportals.md b/v2-docs/developerportals.md index b377cc00..086b00ac 100644 --- a/v2-docs/developerportals.md +++ b/v2-docs/developerportals.md @@ -115,7 +115,7 @@ #### Claude Code - - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57649 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. + - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57652 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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 Platforms ### Documentation diff --git a/v2-docs/devops-tools.md b/v2-docs/devops-tools.md index ebeeda08..c8d69fb1 100644 --- a/v2-docs/devops-tools.md +++ b/v2-docs/devops-tools.md @@ -142,7 +142,7 @@ #### Resources - - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34269 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. + - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34273 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. ## Infrastructure as Code ### Development Environments diff --git a/v2-docs/devops.md b/v2-docs/devops.md index cda7fa03..dfb571bb 100644 --- a/v2-docs/devops.md +++ b/v2-docs/devops.md @@ -81,7 +81,7 @@ #### Reference Architectures - - **(2024)** [==Ansible for DevOps Examples==](https://github.com/geerlingguy/ansible-for-devops) ⭐ 9786 [YAML CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The premier community-standard GitHub repository containing configuration blueprints for Jeff Geerling's 'Ansible for DevOps'. Serves as a primary reference for deploying Kubernetes clusters and microservices. + - **(2024)** [==Ansible for DevOps Examples==](https://github.com/geerlingguy/ansible-for-devops) ⭐ 9787 [YAML CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The premier community-standard GitHub repository containing configuration blueprints for Jeff Geerling's 'Ansible for DevOps'. Serves as a primary reference for deploying Kubernetes clusters and microservices. ## CICD Pipelines ### Security @@ -959,7 +959,7 @@ #### Core Architectures - - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128106 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. + - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128138 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. ### Version Control #### Git Best Practices diff --git a/v2-docs/devsecops.md b/v2-docs/devsecops.md index 0505ed39..793de720 100644 --- a/v2-docs/devsecops.md +++ b/v2-docs/devsecops.md @@ -108,7 +108,6 @@ - [bridgecrew](https://bridgecrew.io) [COMMUNITY-TOOL] - [bridgecrew.io: Tutorial: Incorporate IaC Security in your CI/CD pipeline' with Bridgecrew, Jenkins, and GitHub](https://bridgecrew.io/blog/tutorial-incorporate-iac-security-in-your-ci-cd-pipeline-with-bridgecrew-jenkins-and-github) [COMMUNITY-TOOL] - [itbusinessedge.com: Okta vs. Azure AD: IAM Tool Comparison](https://www.itbusinessedge.com/security/okta-vs-azure-ad) [COMMUNITY-TOOL] - - [grype: a vulnerability scanner for container images and filesystems](https://github.com/anchore/grype) ⭐ 12400 [ENTERPRISE-STABLE] ## Application Development @@ -545,7 +544,7 @@ - **(2021)** [Authorizing multi-language microservices with Louketo Proxy](https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy) [GO CONTENT] 🌟 [LEGACY] — Louketo Proxy (formerly Keycloak Gatekeeper) is an archived proxy designed to intercept requests and delegate authentication/authorization checks to Keycloak. While it served as a robust sidecar pattern for legacy apps, it has been officially deprecated. Architects must migrate to modern sidecars or Envoy-based API gateways. #### SSO Solution - - **(2026)** [==github.com/goauthentik/authentik==](https://github.com/goauthentik/authentik) ⭐ 21987 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — authentik is an open-source identity infrastructure built to provide modern Single Sign-On (SSO), Multi-Factor Authentication (MFA), and fine-grained user access rules. It integrates with Kubernetes deployments using a highly scalable microservice design. This platform allows teams to build complex access policies for internal services and external applications alike. + - **(2026)** [==github.com/goauthentik/authentik==](https://github.com/goauthentik/authentik) ⭐ 21988 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — authentik is an open-source identity infrastructure built to provide modern Single Sign-On (SSO), Multi-Factor Authentication (MFA), and fine-grained user access rules. It integrates with Kubernetes deployments using a highly scalable microservice design. This platform allows teams to build complex access policies for internal services and external applications alike. #### State Management - **(2023)** [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) [N/A CONTENT] [COMMUNITY-TOOL] — An in-depth comparative study between stateful, cookie-driven session-based authentication and stateless, token-based (JWT) models. Highlights critical architectural impacts regarding horizontal scaling, cross-origin resource sharing (CORS) limits, and the absolute complexity of immediate session revocation in stateless systems. @@ -938,7 +937,7 @@ #### Container Scanning - **(2026)** [==Clair==](https://github.com/quay/clair) ⭐ 11011 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly scalable, API-driven container vulnerability static analysis engine. Clair analyzes image layers against indexed vulnerability databases and is integrated as a core scanning backend in enterprise-grade container registries like Quay and Harbor. - - **(2026)** [==trivy==](https://github.com/aquasecurity/trivy) ⭐ 36431 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Aqua Security's Trivy is an exceptionally fast, highly versatile security scanner for containers, IaC configurations, and software vulnerabilities. Known for its streamlined caching, wide packaging-format support, and outstanding CI integration. It is universally adopted as a de facto container validation tool in secure software pipelines. + - **(2026)** [==trivy==](https://github.com/aquasecurity/trivy) ⭐ 36430 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Aqua Security's Trivy is an exceptionally fast, highly versatile security scanner for containers, IaC configurations, and software vulnerabilities. Known for its streamlined caching, wide packaging-format support, and outstanding CI integration. It is universally adopted as a de facto container validation tool in secure software pipelines. - **(2026)** [Anchore](https://anchore.com) [N/A CONTENT] [COMMUNITY-TOOL] — The main enterprise platform hub of Anchore. Provides automated Software Bill of Materials (SBOM) generation, continuous image vulnerability assessment, and policy enforcement engines. Vital for organizations seeking to inject continuous risk modeling and compliance gates into cloud-native supply chains. - **(2022)** [sysdig.com: Top vulnerability assessment and management best practices](https://www.sysdig.com/blog/vulnerability-assessment) [ADVANCED LEVEL] [COMMUNITY-TOOL] — Technical guide on establishing vulnerability management practices across container registries and active Kubernetes runtimes. Highlights using distroless images, automating build blocks on critical CVE discoveries, and running runtime drift detection to track package modifications. - **(2021)** [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) [N/A CONTENT] [COMMUNITY-TOOL] — Explains utilizing Anchore's command-line interfaces to run comprehensive security and configuration audits on local container images. Focuses on deep extraction of system dependencies, library structures, and misconfigurations, showing how to identify risks prior to pushing images into registries. @@ -950,6 +949,11 @@ #### Kubernetes History - **(2023)** [thenewstack.io: How Kubernetes vulnerabilities have shifted since the first attacks](https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-first-api-attacks) [N/A CONTENT] [COMMUNITY-TOOL] — A historical deep dive tracing the evolution of Kubernetes-native vulnerabilities and attack strategies. Explains how common exploits shifted from simple unauthenticated API endpoints towards highly sophisticated multi-stage privilege escalations and container escapes. Provides actionable insight for platform team threat modeling. +### Vulnerability Scanning (2) + +#### Container Images + + - **(2025)** [==grype: a vulnerability scanner for container images and filesystems==](https://github.com/anchore/grype) ⭐ 12400 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A vulnerability scanner for container images and filesystems, renowned for its speed, minimal footprint, and ease of CI/CD integration. It supports multiple vulnerability sources and outputs structured data compatible with enterprise DevSecOps tools. Through 2026, it stands as the industry standard tool for shift-left image security. ### Zero Trust Architectures (1) #### Modern Secrets Paradigms diff --git a/v2-docs/docker.md b/v2-docs/docker.md index cc757895..a3090b2d 100644 --- a/v2-docs/docker.md +++ b/v2-docs/docker.md @@ -231,7 +231,7 @@ #### Cloud Emulation - - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14060 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. + - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14061 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. #### Database Extensions - **(2023)** [github.com/Saniewski/mongo-express-docker-extension](https://github.com/Saniewski/mongo-express-docker-extension) ⭐ 11 [TYPESCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A specialized Docker Desktop extension embedding Mongo Express tools into local engineering control panels. Streamlines administrative database actions, collection querying, and sandbox testing workflows. @@ -465,7 +465,7 @@ - **(2022)** [infoq.com: Debugging Large and Complex Dockerfiles Gets Easier with Buildg](https://www.infoq.com/news/2022/09/debug-dockerfiles-buildg) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — This InfoQ article provides a detailed analysis of the problems developers face when debugging complex multi-stage container builds and how Buildg leverages BuildKit features to address them. It explains how breakpoint debugging and runtime inspection can optimize CI/CD engineering efficiency. The piece is highly recommended for architectural and developer experience (DevEx) leads aiming to reduce build pipeline bottlenecks. #### Developer Experience (1) - - **(2026)** [==jesseduffield/lazydocker==](https://github.com/jesseduffield/lazydocker) ⭐ 51349 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Lazydocker is an immersive, keyboard-driven terminal user interface (TUI) for managing Docker and Docker Compose setups. It aggregates container statuses, logs, CPU/Memory resource graphs, filesystem changes, and network mappings into a single cohesive terminal window. By offering quick shortcuts for container operations (restart, prune, executive shells), it drastically enhances developer productivity and local environment troubleshooting. + - **(2026)** [==jesseduffield/lazydocker==](https://github.com/jesseduffield/lazydocker) ⭐ 51350 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Lazydocker is an immersive, keyboard-driven terminal user interface (TUI) for managing Docker and Docker Compose setups. It aggregates container statuses, logs, CPU/Memory resource graphs, filesystem changes, and network mappings into a single cohesive terminal window. By offering quick shortcuts for container operations (restart, prune, executive shells), it drastically enhances developer productivity and local environment troubleshooting. #### Docker (3) - **(2021)** [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] — Compares physical hypervisors, virtual machines, and container engines (Docker). Details namespace isolation and cgroups that allow containerized applications to run securely on shared Linux kernels. diff --git a/v2-docs/dom.md b/v2-docs/dom.md index fc3766b5..73c54750 100644 --- a/v2-docs/dom.md +++ b/v2-docs/dom.md @@ -6,10 +6,16 @@ ## Standard Reference - [Getting Started with the DOM](https://edidiongasikpo.com/getting-started-with-the-dom-ck9u4u82503or6es16p2rx7c1) [COMMUNITY-TOOL] - - [digitalocean.com: Understanding the DOM — 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] +## Web Development + +### DOM + +#### JavaScript + + - **(2026)** [digitalocean.com: Understanding the DOM — Document Object Model eBook](https://www.digitalocean.com/community/books/understanding-the-dom-document-object-model-ebook) [JAVASCRIPT CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — A comprehensive pedagogical resource exploring the Document Object Model (DOM) as a programming interface. It introduces how modern browsers parse HTML into tree-like object models and details programmatic mutation approaches using native JavaScript APIs. + - **(2026)** [freecodecamp.org: JavaScript DOM Tutorial – How to Build a Calculator App' in JS](https://www.freecodecamp.org/news/javascript-dom-build-a-calculator-app) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — A practical, task-oriented tutorial on DOM manipulation designed for front-end engineers. It walks through building an interactive UI component from scratch, emphasizing dynamic node creation, event handling, and performant state updates in native JavaScript. + - **(2026)** [freecodecamp.org: How the Document Object Model Works in JavaScript – DOM' Tutorial for Beginners](https://www.freecodecamp.org/news/javascript-dom) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — An analytical guide breaking down DOM traversal and event propagation mechanics (bubbling and capturing). Essential for intermediate UI engineering, it covers the structural boundaries of web browsers and highlights optimization patterns for interface updates. --- 💡 **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) diff --git a/v2-docs/gitops.md b/v2-docs/gitops.md index 166b5ea5..dbbffd1d 100644 --- a/v2-docs/gitops.md +++ b/v2-docs/gitops.md @@ -43,7 +43,6 @@ - [medium: GitOps with Istio, Tekton and Argo CD — on OpenShift 4](https://medium.com/@joelkaplan1/gitops-with-istio-tekton-and-argo-cd-on-openshift-4-5e42d22994e3) [COMMUNITY-TOOL] - [info.acloud.guru: Adopting GitOps for Kubernetes on AWS](https://info.acloud.guru/resources/deploying-kubernetes-with-gitops) [COMMUNITY-TOOL] - [betterprogramming.pub: Applying DevOps to API Development for APIOps](https://betterprogramming.pub/applying-devops-to-api-development-for-apiops-21e2e605333e) [COMMUNITY-TOOL] - - [open-cluster-management.io](https://open-cluster-management.io) [COMMUNITY-TOOL] ## API Management @@ -517,6 +516,11 @@ #### Alternative Deployment Engines - **(2026)** [**Nelm: A Helm Alternative for Kubernetes Deployments**](https://github.com/werf/nelm) ⭐ 1083 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A high-performance deployment engine embedded in Werf that provides a drop-in, robust alternative to standard Helm tracking. It addresses Helm's native state validation limitations by offering deep, real-time resource validation and status monitoring. +### Multi-Cluster Routing + +#### Fleet Orchestration + + - **(2020)** [==open-cluster-management.io==](https://open-cluster-management.io) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Open Cluster Management (OCM) is a modular, extensible CNCF project designed to orchestrate fleets of Kubernetes clusters at scale. It defines standardized API abstractions for cluster registration, application deployment policies, and compliance management. ## Provisioning ### GitOps (11) diff --git a/v2-docs/golang.md b/v2-docs/golang.md index 1ab9458d..180e7369 100644 --- a/v2-docs/golang.md +++ b/v2-docs/golang.md @@ -21,7 +21,6 @@ - [Part 4 — Using the Go client framework](https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-4-using-go-b1d0e3c1c899) [COMMUNITY-TOOL] - [medium.com/codex: Explore client-go Informer Patterns](https://medium.com/codex/explore-client-go-informer-patterns-4415bb5f1fbd) [COMMUNITY-TOOL] - [shahin-mahmud.medium.com: Write your first Kubernetes operator in go](https://shahin-mahmud.medium.com/write-your-first-kubernetes-operator-in-go-177047337eae) [COMMUNITY-TOOL] - - [blog.kubesimplify.com: Perform CRUD Operations on Kubernetes Using Golang' 🌟](https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang) [COMMUNITY-TOOL] - [reddit.com: What is the best microservice framework in Go?](https://www.reddit.com/r/golang/comments/jnv4bd/what_is_the_best_microservice_framework_in_go) [COMMUNITY-TOOL] - [medium.com/vedcraft: Top Microservices Frameworks in Go](https://medium.com/vedcraft/top-microservices-frameworks-in-go-762445c30dd6) [COMMUNITY-TOOL] @@ -110,7 +109,7 @@ - **(2020)** [github.com/paliimx: Data Structures and Algorithms implementation in Go](https://github.com/ua-nick/Data-Structures-and-Algorithms) ⭐ 2773 [ES CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [LEGACY] — 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] — 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. - - [github.com/golang/go](https://github.com/golang/go) ⭐ 134681 [EN CONTENT] [DE FACTO STANDARD] — 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). + - [github.com/golang/go](https://github.com/golang/go) ⭐ 134682 [EN CONTENT] [DE FACTO STANDARD] — 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) ⭐ 1075 [EN CONTENT] [ENTERPRISE-STABLE] [GUIDE] — 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) ⭐ 4772 [EN CONTENT] [ENTERPRISE-STABLE] [GUIDE] — 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] — 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. @@ -158,6 +157,13 @@ #### Go Templates - [Masterminds/sprig: Sprig: Template functions for Go templates](https://github.com/Masterminds/sprig) ⭐ 4721 [ENTERPRISE-STABLE] — 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. +## Kubernetes Platform + +### K8s API and Development + +#### Golang Client + + - **(2022)** [**blog.kubesimplify.com: Perform CRUD Operations on Kubernetes Using Golang' 🌟**](https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Demonstrates utilizing Go and client-go libraries to build programmatically driven operations inside Kubernetes clusters. Guides devs through standard CRUD commands to lay foundational blocks for building customized operators. ## Media Utilities ### Go Applications @@ -196,7 +202,7 @@ - [create-go-app/cli](https://github.com/create-go-app/cli) ⭐ 2758 [ENTERPRISE-STABLE] — 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. #### Resources - - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) ⭐ 175394 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools. + - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) ⭐ 175397 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools. #### Version Managers - [gobrew 🌟](https://github.com/kevincobain2000/gobrew) ⭐ 423 [COMMUNITY-TOOL] — 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. diff --git a/v2-docs/helm.md b/v2-docs/helm.md index d42b7be3..01f4cb42 100644 --- a/v2-docs/helm.md +++ b/v2-docs/helm.md @@ -129,7 +129,7 @@ - **(2026)** [helm.sh](https://helm.sh) [DOCUMENTATION] [COMMUNITY-TOOL] — Official documentation and getting started guide for Helm. Serves as the authoritative resource for understanding chart anatomy, template engines, and client commands, ensuring standardization in continuous integration pipelines. ###### Source Code - - **(2026)** [==GitHub: Helm, the Kubernetes Package Manager==](https://github.com/helm/helm) ⭐ 29873 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Official Go implementation of the Helm client, acting as the package manager for Kubernetes. Helm manages complex application definitions through charts, providing repeatable deployments, in-place upgrades, and robust rollback capabilities. + - **(2026)** [==GitHub: Helm, the Kubernetes Package Manager==](https://github.com/helm/helm) ⭐ 29874 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Official Go implementation of the Helm client, acting as the package manager for Kubernetes. Helm manages complex application definitions through charts, providing repeatable deployments, in-place upgrades, and robust rollback capabilities. ###### Tutorials - **(2021)** [Helm and Kubernetes Tutorial - Introduction](https://www.youtube.com/watch?v=9cwjtN3gkD4) [COMMUNITY-TOOL] — Introductory video course establishing foundational Kubernetes packaging concepts. Covers basic chart configuration, deployment lifecycles, and initial client interactions to transition from manual manifests to structured releases. diff --git a/v2-docs/iac.md b/v2-docs/iac.md index eb0e8510..64b1cd59 100644 --- a/v2-docs/iac.md +++ b/v2-docs/iac.md @@ -126,7 +126,7 @@ - **(2022)** [redhat.com: Pull vs. push in automated VM provisioning: What you need to know](https://www.redhat.com/en/blog/pull-push-provisioning-cicd) [COMMUNITY-TOOL] — Contrasts pull-based versus push-based agent topologies in virtual machine provisioning and automated deployment. Examines architectural tradeoffs concerning firewall security, agent management overhead, and consistency sync loops. #### Pulumi - - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) ⭐ 25298 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source, multi-cloud infrastructure platform that enables architects to build, deploy, and manage resources using general-purpose programming languages. Supports TypeScript, Go, Python, C#, and Java, using real language constructs like loops, functions, and standard testing libraries. + - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) ⭐ 25299 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source, multi-cloud infrastructure platform that enables architects to build, deploy, and manage resources using general-purpose programming languages. Supports TypeScript, Go, Python, C#, and Java, using real language constructs like loops, functions, and standard testing libraries. #### Security - **(2023)** [thenewstack.io: IaC Cloud Misconfiguration Tools too Noisy without Context](https://thenewstack.io/iac-cloud-misconfiguration-tools-too-noisy-without-context) [COMMUNITY-TOOL] — Analyzes alert noise generated by static security scanners on IaC configurations. Argues for context-aware validation engines that cross-reference code anomalies with actual live runtime status to accurately prioritize critical security vulnerabilities. @@ -202,7 +202,7 @@ #### Resources - - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34269 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. + - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34273 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. ## Infrastructure as Code (3) ### Terraform Providers diff --git a/v2-docs/index.md b/v2-docs/index.md index 2b0b6ce5..552649af 100644 --- a/v2-docs/index.md +++ b/v2-docs/index.md @@ -64,7 +64,7 @@ **Current Inventory Coverage:** - **V1 Base Inventory**: 18360 total resources analyzed. - **V2 Elite Selection**: 14191 candidates identified (77.29% density ratio). - - **AI Enrichment Coverage**: 9317 / 14191 (65.65%) + - **AI Enrichment Coverage**: 10123 / 14191 (71.33%) - **GitHub Metadata Coverage**: 1452 / 1764 (82.31%) - *Critical for Maturity Tagging* - **Status**: The system is incrementally processing pending resources to complete the knowledge graph. diff --git a/v2-docs/introduction.md b/v2-docs/introduction.md index fa5870d3..56a2b5fb 100644 --- a/v2-docs/introduction.md +++ b/v2-docs/introduction.md @@ -121,7 +121,6 @@ graph TD - [kubedex.com: Kubernetes On-Prem, OpenShift vs PKS vs Rancher](https://kubedex.com/redhat-openshift-vs-pivotal-pks-vs-rancher) [COMMUNITY-TOOL] - [medium.com: Kubernetes — What Is It, What Problems Does It Solve and How' Does It Compare With Alternatives?](https://medium.com/@srikanth.k/kubernetes-what-is-it-what-problems-does-it-solve-how-does-it-compare-with-its-alternatives-937fe80b754f) [COMMUNITY-TOOL] - [levelup.gitconnected.com: OpenShift — The Next Level of Kubernetes](https://levelup.gitconnected.com/openshift-the-next-level-of-kubernetes-6d58ad722b26) [COMMUNITY-TOOL] - - [forbes.com: 13 Signs You’re Selling Yourself Short In Your Career](https://www.forbes.com/sites/adunolaadeshola/2021/04/28/13-signs-youre-selling-yourself-short-in-your-career) [COMMUNITY-TOOL] - [dzone: 7 Software Development Models You Should Know](https://dzone.com/articles/7-software-development-models-you-should-know) [COMMUNITY-TOOL] - [dzone: The Concept of Domain-Driven Design Explained](https://dzone.com/articles/the-concept-of-domain-driven-design-explained) [COMMUNITY-TOOL] - [medium.com/codex: DDD — Events Are Complex](https://medium.com/codex/ddd-events-are-complex-db4b1fb57817) [COMMUNITY-TOOL] @@ -1096,6 +1095,11 @@ graph TD #### Microservices Governance - **(2021)** [getcortexapp.com: Why You Need a Microservices Catalog Tool](https://www.cortex.io/post/why-you-need-a-microservices-catalog-tool) 🌟🌟🌟 [COMMUNITY-TOOL] — Details the operational sprawl that occurs as organizations scale their microservices topologies. Proposes centralized service catalogs (similar to Backstage or Cortex) to map dependencies, track security compliance, enforce reliability standards, and assign service ownership across teams. +## Professional Development (2) + +### Career Guidance + + - **(2021)** [forbes.com: 13 Signs You’re Selling Yourself Short In Your Career](https://www.forbes.com/sites/adunolaadeshola/2021/04/28/13-signs-youre-selling-yourself-short-in-your-career) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — An executive career-strategy publication focusing on professional growth, self-worth, and leadership traits. Though non-technical, 2026 engineering team development paradigms heavily emphasize these foundational soft skills alongside cloud proficiency to foster highly autonomous Platform Engineering structures. ## Reliability Engineering ### Resilience Patterns (1) diff --git a/v2-docs/java_frameworks.md b/v2-docs/java_frameworks.md index 58dc43ed..75663aef 100644 --- a/v2-docs/java_frameworks.md +++ b/v2-docs/java_frameworks.md @@ -39,31 +39,18 @@ - [dzone: quarkus refcard](https://dzone.com/refcardz/quarkus-1) [COMMUNITY-TOOL] - [dzone: Build a Java REST API With Quarkus](https://dzone.com/articles/build-a-java-rest-api-with-quarkus) [COMMUNITY-TOOL] - [dzone: A Java developer's guide to Quarkus](https://dzone.com/articles/a-java-developers-guide-to-quarkus) [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] - [dzone refcard: Getting Started With Quarkus Serverless Functions](https://dzone.com/refcardz/getting-started-with-quarkus-serverless-functions) [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] - [dzone: Microservices: Quarkus vs. Spring Boot](https://dzone.com/articles/microservices-quarkus-vs-spring-boot) [COMMUNITY-TOOL] - - [JPA streamer 🌟](https://jpastreamer.org) [COMMUNITY-TOOL] - - [logbook](https://github.com/zalando/logbook) ⭐ 2048 [COMMUNITY-TOOL] - [medium.com/javarevisited: Logging in Java — Log4j vs Logback vs SLF4J' 🌟](https://medium.com/javarevisited/logging-in-java-log4j-vs-logback-vs-slf4j-88c533088d2a) [COMMUNITY-TOOL] - - [GoodforGod/java-logger-benchmark](https://github.com/GoodforGod/java-logger-benchmark) ⭐ 16 [COMMUNITY-TOOL] - [dzone: The Best Java Testing Frameworks to focus in 2021](https://dzone.com/articles/the-best-java-testing-frameworks-to-focus-in-2021) [COMMUNITY-TOOL] - - [jfrunit](https://github.com/moditect/jfrunit) ⭐ 326 [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] +## Cloud Native + +### Containers + +#### Evolution + + - **(2021)** [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) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A historical retrospect on containerization, arguing that raw containers alone cannot solve distributed application challenges. Modern 2026 environments validate this thesis, illustrating the necessary evolution toward fully automated Platform Engineering, service meshes, and optimized framework runtimes. ## Cloud Native Architecture ### Kubernetes @@ -76,6 +63,16 @@ #### Case Study - **(2023)** [Salaboy/From Monolith to K8s](https://github.com/Salaboy/from-monolith-to-k8s) ⭐ 354 [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — A comprehensive practical blueprint mapping out the refactoring of monolithic architectures to Kubernetes-native services. Demonstrates key modernization steps including structural separation of services, data partitioning, and ingress configuration. This project is highly referenceable as a hands-on pedagogical resource for architectural transitions. +## Cloud-Native Platforms + +### Java Microservices + +#### API Security + + - **(2022)** [developer.okta.com: Build REST APIs and Native Java Apps with Helidon](https://developer.okta.com/blog/2022/01/06/native-java-helidon) [JAVA CONTENT] [COMMUNITY-TOOL] [GUIDE] — Step-by-step tutorial on constructing cloud-native REST endpoints using Helidon MP and compiling them into native executables using GraalVM. Incorporates OIDC authentication using Okta, demonstrating how to achieve sub-second startup times and minuscule memory footprints for containerized Java workloads. +#### Frameworks + + - **(2026)** [==Helidon.io==](https://helidon.io) [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source, high-performance collection of Java libraries for writing microservices running on a core Netty engine (Helidon MP/SE). Helidon 4 pioneered the adoption of Java virtual threads (Project Loom) for massive concurrency without reactive complexity, establishing itself as a premier lightweight microservice runtime. ## Data Access ### Hibernate @@ -213,7 +210,7 @@ #### Ecosystem - **(2020)** [youtube: CyberJUG-HH:Why is everybody talking about Quarkus?](https://www.youtube.com/watch?v=nXXPOS8gjtA) [JAVA CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Recorded Hamburg Java User Group session discussing the core value proposition of Quarkus, highlighting developer hot-reload, testing loops, and memory profiles. Provides live benchmarking comparing standard HotSpot VM deployment metrics versus optimized GraalVM native binaries. Highly recommended for onboarding Java developers looking to demystify Quarkus execution. -#### Evolution +#### Evolution (1) - **(2021)** [**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) [JAVA CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — In-depth technical review of the Quarkus 2.0 release, emphasizing the inclusion of Continuous Testing features that run test suites automatically on code changes. It details the transition to JDK 11 as the minimum baseline and reviews CLI optimizations. This release marked the maturity stage of Quarkus, cementing its developer-experience leadership in the modern Java landscape. #### Fundamentals (1) @@ -252,7 +249,7 @@ - **(2020)** [**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) [JAVA CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] — Historic blog introducing native buildpack support and layer customization in Spring Boot 2.3. This milestone revolutionized how Spring applications were containerized by eliminating manual Dockerfile maintenance. While the 2.3.x release line is now legacy, these core concepts laid the foundation for Spring Boot 3's high-performance container integration, including native image compilation. - **(2022)** [dev.to: The Simple Guide To Dockerizing Spring Boot](https://dev.to/jarjanazy/the-simple-guide-to-dockerizing-spring-boot-og4) [JAVA CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] — A streamlined tutorial on writing minimal, multi-stage Dockerfiles for Spring Boot apps. Explains the process of isolating compilation environments from execution environments to keep final production images slim. This guide is highly useful for developers seeking a quick setup, although it lacks advanced security practices like non-root execution by default. - **(2021)** [youtube: Creating Docker Images With Spring Boot](https://www.youtube.com/watch?v=1w1Jv9qssqg) [JAVA CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Visual step-by-step walkthrough covering the creation of Docker images using modern Spring Boot tooling. It demonstrates the utility of Paketo Buildpacks versus traditional Dockerfile approaches, focusing on builder configurations and layered JARs. It provides an accessible entry point for visual learners transitioning into containerized Java architectures. -#### Evolution (1) +#### Evolution (2) - **(2021)** [**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) [JAVA CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] — Analysis of Spring Boot 2.6 features, including improvements to Docker image building and enhanced Prometheus metrics integration. It details the deprecation of older versions and highlights architectural changes in actuator endpoints. While Spring Boot 2.x is now officially legacy, understanding these transition periods is critical for enterprise migration archeology. #### Fundamentals (2) @@ -327,6 +324,56 @@ #### Istio Integration - **(2020)** [__Spring Boot Istio library__: Spring Boot library for integration with Istio](https://piotrminkowski.com/2020/06/10/spring-boot-library-for-integration-with-istio) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Presents a custom integration library that enables Spring Boot applications to interact directly with Istio service mesh configurations. It streamlines routing policies, enables mTLS, and manages request-tracing header propagation transparently at the platform boundary. +## Modern Java + +### Automation + +#### Business Rules + + - **(2021)** [redhat.com: Cloud-native business automation with Kogito](https://www.redhat.com/en/blog/cloud-native-business-automation-kogito) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Introduces Kogito, a cloud-native business automation engine built on Drools and jBPM. It is designed to run business rules as lightweight, containerized microservices. In 2026, Kogito is widely used to bring complex decision-making processes into serverless workflows on Quarkus. + - **(2021)** [kogito.kie.org](https://kogito.kie.org) [JAVA CONTENT] [COMMUNITY-TOOL] — The official documentation portal for Kogito, Red Hat's cloud-native business automation framework. Optimized for Kubernetes-native runtimes, Kogito is recognized in 2026 as the leading solution for running low-latency, declarative workflows inside microservices. +### Frameworks (1) + +#### Database Access + + - **(2021)** [JPA streamer 🌟](https://jpastreamer.org) [JAVA CONTENT] [COMMUNITY-TOOL] — An open-source library that allows developers to write standard JPA queries using Java's functional Stream API. By eliminating complex boilerplates, JPAstreamer greatly simplifies data access layers in modern, database-heavy microservices in 2026. +#### Kubernetes Integration (2) + + - **(2021)** [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) [JAVA CONTENT] [COMMUNITY-TOOL] — Explores how Spring Boot developers can utilize Quarkus to build Kubernetes-native application patterns, such as direct ConfigMap/Secret binding and health probe automation. By 2026, native Kubernetes integration inside Java frameworks has significantly reduced the need for external boilerplate sidecars. +#### Logging (3) + + - **(2026)** [==logbook==](https://github.com/zalando/logbook) ⭐ 2048 [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An extensible Java library developed by Zalando for logging HTTP requests and responses. In 2026, Logbook is a de facto standard for security compliance and audit logging in distributed environments, providing clean, structured JSON payloads with context-safe credential masking. +#### MicroProfile (1) + + - **(2021)** [Red Hat Thorntail](https://thorntail.io) [JAVA CONTENT] [LEGACY] — Formerly known as WildFly Swarm, Thorntail was Red Hat's early MicroProfile runtime. In 2026, Thorntail is entirely deprecated and archived. Red Hat has transitioned its engineering effort and user community to Quarkus, which serves as the modern standard for fast cloud-native Java. +#### Migrations + + - **(2021)** [developers.redhat.com: Quarkus for Spring developers: Getting started 🌟](https://developers.redhat.com/articles/2021/09/20/quarkus-spring-developers-getting-started) [JAVA CONTENT] [LEGACY] — A practical guide helping Spring Boot developers transition to Quarkus by leveraging Quarkus's Spring Compatibility API. In 2026, this guide remains extremely relevant for migrating legacy microservices, enabling developers to use familiar Spring annotations under a faster Quarkus engine. +#### Quarkus (2) + + - **(2021)** [piotrminkowski.com: Quarkus Tips, Tricks and Techniques 🌟](https://piotrminkowski.com/2021/10/12/quarkus-tips-tricks-and-techniques) [JAVA CONTENT] [COMMUNITY-TOOL] — A curated blog post packed with tips, tricks, and advanced architectural patterns for Quarkus developers. It highlights key features like reactive programming, Panache ORM, and Quarkus Dev Services. 2026 practices emphasize using Dev Services to automatically spin up Testcontainers dynamically. + - **(2021)** [infoq.com: Kubernetes Native Java with Quarkus](https://www.infoq.com/articles/native-java-quarkus) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A comprehensive analysis of running native Java workloads on Kubernetes. It covers ahead-of-time (AOT) compilation trade-offs and build pipelines. In 2026, these native compilation profiles are standard practice, ensuring enterprise Java workloads start in milliseconds and use minimal memory. +#### Quarkus vs Spring + + - **(2021)** [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) [JAVA CONTENT] [COMMUNITY-TOOL] — A detailed technical comparison explaining the advantages of Quarkus over Spring for cloud-native Java workloads. While Spring Boot 3 has improved native compilation, Quarkus remains highly competitive in 2026 for serverless startup time, memory footprints, and GraalVM build optimization. +#### Reactive Programming (1) + + - **(2021)** [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) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Deep-dive explaining performance gains achieved through RESTEasy Reactive in Quarkus 2.2+. By running non-blocking HTTP endpoints directly on the underlying Netty event loop, this architecture maximizes throughput. It is the default approach for building high-scale Java APIs in 2026. +#### Spring Cloud (1) + + - **(2021)** [auth0.com: Java Microservices with Spring Boot and Spring Cloud](https://auth0.com/blog/java-spring-boot-microservices) [JAVA CONTENT] [COMMUNITY-TOOL] — A detailed tutorial for constructing secure, modular Java microservices using Spring Boot, Spring Cloud, and OAuth2/OIDC. Although service meshes have taken over some Spring Cloud networking logic, these client-side application patterns remain a core standard in 2026 enterprise architectures. +### Performance + +#### Benchmarking + + - **(2026)** [==GoodforGod/java-logger-benchmark==](https://github.com/GoodforGod/java-logger-benchmark) ⭐ 16 [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A performance micro-benchmark comparing major Java logging frameworks like SLF4J, Logback, and Log4j2. For high-throughput microservices in 2026, understanding logging allocation costs and thread contention is critical to maximizing compute efficiency in Kubernetes clusters. +#### Concurrency (1) + + - **(2021)** [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) [JAVA CONTENT] [COMMUNITY-TOOL] — An educational guide detailing patterns to debug complex multi-threading and concurrency issues in Java. In 2026, with the widespread adoption of Java Virtual Threads (Project Loom), debugging paradigms have shifted from traditional thread pool management to lightweight structured concurrency practices. +#### Testing (1) + + - **(2026)** [==jfrunit==](https://github.com/moditect/jfrunit) ⭐ 326 [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly innovative JUnit extension enabling assertions against Java Flight Recorder (JFR) events. In 2026, JfrUnit is standard for continuous performance regression testing, automatically blocking commits that trigger abnormal CPU usage or memory allocations. + - **(2021)** [morling.dev: Introducing JfrUnit 1.0.0.Alpha1](https://www.morling.dev/blog/introducing-jfrunit-1-0-0-alpha1) [JAVA CONTENT] [COMMUNITY-TOOL] — The introductory blog post for JfrUnit, outlining its mission to enable assertions against performance metrics in unit tests. By capturing Flight Recorder diagnostics, JfrUnit solves the historically difficult problem of detecting performance issues before applications reach production. ## Software Development ### Business Automation @@ -390,7 +437,7 @@ - **(2019)** [javarevisited.blogspot.com: The 2020 Java Developer RoadMap 🌟](https://javarevisited.blogspot.com/2019/10/the-java-developer-roadmap.html) [JAVA CONTENT] [COMMUNITY-TOOL] — A comprehensive developer roadmap outlining the tools, frameworks, and foundational concepts required to master modern Java development. This curriculum includes coverage of JVM internals, MVC frameworks, container integration, concurrency models, and cloud native microservice patterns. ### Java Language -#### Concurrency (1) +#### Concurrency (2) - **(2016)** [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) [JAVA CONTENT] [COMMUNITY-TOOL] — A fundamental programming tutorial demonstrating how to initiate and manage multiple threads within Java. While basic, it covers structural concurrency paradigms, runnable abstractions, and thread execution states before the widespread adoption of ExecutorServices. #### Migration (1) @@ -410,7 +457,7 @@ #### Interview Prep - **(2022)** [java-success.com: 01: Q07 – Q12 Java Micro & Web services Interview Q&As](https://www.java-success.com/microservices-interview-questions) [JAVA CONTENT] [COMMUNITY-TOOL] — A comprehensive Q&A preparation guide addressing core interview topics in Java microservices. This document covers crucial real-world concepts: database-per-service patterns, eventual consistency, CQRS (Command Query Responsibility Segregation), and saga-driven transactions. -#### Java Microservices +#### Java Microservices (1) - **(2023)** [javatechonline.com: Making Java easy to learn - Microservices In Java 🌟](https://javatechonline.com/microservices-in-java) [JAVA CONTENT] [COMMUNITY-TOOL] — A programmatic blueprint for building microservices in the Java ecosystem. The tutorial covers architectural pillars: API Gateways, service discovery, distributed configuration, load balancing, and fault tolerance patterns using Spring Cloud and resilient frameworks. - **(2023)** [geeksforgeeks.org: 5 Best Java Frameworks For Microservices](https://www.geeksforgeeks.org/blogs/best-java-frameworks-for-microservices) [JAVA CONTENT] [COMMUNITY-TOOL] — This architectural comparison rates the top 5 Java frameworks for constructing microservices: Spring Boot, Micronaut, Quarkus, Helidon, and Dropwizard. It evaluates memory footprint, startup time, and cloud native integration capabilities. @@ -419,6 +466,13 @@ #### Annotations - **(2023)** [javatechonline.com: Making Java easy to learn - Spring Boot Annotations With Examples](https://javatechonline.com/spring-boot-annotations-with-examples) [JAVA CONTENT] [COMMUNITY-TOOL] — A detailed technical catalog of Spring Boot annotations with practical code examples. It explores the mechanics of configuration annotations, injection decorators, web mapping handlers, and data persistence markers essential for modern cloud microservices. +## Software Engineering + +### Java Development + +#### Code Generation + + - **(2021)** [reflectoring.io: When Should I Use Project Lombok?](https://reflectoring.io/when-to-use-lombok) [JAVA CONTENT] [COMMUNITY-TOOL] — Explores Project Lombok's role in reducing Java boilerplate (getters, setters, builders) through compile-time annotation processing. While highly beneficial for clean data objects, it details architectural trade-offs such as IDE support dependencies, debugging difficulties, and potential issues with framework integration (e.g., Hibernate lazy loading). ## Spring Ecosystem ### Application Framework @@ -434,7 +488,7 @@ #### Functional Bean Registration - **(2021)** [blog.frankel.ch: Annotation-free Spring](https://blog.frankel.ch/annotation-free-spring) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Explores annotation-free bean configuration in Spring, leveraging functional Kotlin or Java DSLs. By replacing classical runtime annotation scanning with declarative bean definitions, this approach lowers application startup latencies and improves GraalVM compile-time reflection analysis. -#### Logging (3) +#### Logging (4) - **(2021)** [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) [JAVA CONTENT] [COMMUNITY-TOOL] — Teaches developers how to dynamically set and manage logging levels (`DEBUG`, `INFO`, `ERROR`) using application configuration files. It avoids the use of verbose XML logging templates, allowing developers to target package-level logs cleanly. ### Core Platform (1) @@ -463,7 +517,7 @@ - **(2020)** [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) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Details Spring's path towards compiling JVM applications into GraalVM native binaries. By executing class-path analysis and proxy initialization at compile time, native compilation minimizes memory overhead and scales startup times down to milliseconds, transforming Java's serverless viability. ### Interoperability (1) -#### MicroProfile (1) +#### MicroProfile (2) - **(2018)** [developers.redhat.com: Eclipse MicroProfile for Spring Boot developers](https://developers.redhat.com/blog/2018/11/21/eclipse-microprofile-for-spring-boot-developers) [JAVA CONTENT] [COMMUNITY-TOOL] — A mapping reference designed to help Spring Boot developers translate standard Spring concepts into Eclipse MicroProfile equivalents. It details how CDI annotation-driven injection patterns align with Spring's dependency injection mechanisms, easing cross-framework platform migrations. ### Microservices (2) diff --git a/v2-docs/jenkins.md b/v2-docs/jenkins.md index 6b891950..bcc6e1e9 100644 --- a/v2-docs/jenkins.md +++ b/v2-docs/jenkins.md @@ -74,7 +74,6 @@ - [medium: quickstart ci with jenkins and docker in docker](https://medium.com/swlh/quickstart-ci-with-jenkins-and-docker-in-docker-c3f7174ee9ff) [COMMUNITY-TOOL] - [CloudBees Releases Another Industry First: Feature Flagging for On-Premise' Use 🌟](https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-first-feature-flagging-premise-use) [COMMUNITY-TOOL] - [DevOps Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack](https://hostadvice.com/blog/devops-toolbox-jenkins-ansible-chef-puppet-vagrant-saltstack) [COMMUNITY-TOOL] - - [JM Meessen: Declarative Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=jmMeessen.jenkins-declarative-support) [COMMUNITY-TOOL] ## CI-CD @@ -412,6 +411,13 @@ - **(2020)** [JEP-224: System Read permission: Improve experience of Jenkins Configuration-as-Code users](https://www.jenkins.io/events/online-hackfest/2020-uiux) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A critical core Jenkins Enhancement Proposal introducing granular 'System Read' permissions. This structural interface improvement allows auditing engines and JCasC pipelines to safely parse configuration maps without exposing administrative keys. - **(2020)** [Read-only Jenkins Configuration 🌟](https://www.jenkins.io/blog/2020/05/25/read-only-jenkins-announcement) [JAVA CONTENT] [COMMUNITY-TOOL] — Core feature release detailing the security enforcement mechanism that locks out standard UI modification interactions. Once enabled, this read-only interface blocks administrative drift, preserving JCasC declarations as single-sources-of-truth. +## CICD Pipeline + +### Jenkins Tools + +#### Validation and Linting + + - **(2021)** [JM Meessen: Declarative Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=jmMeessen.jenkins-declarative-support) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Provides targeted code snippets, auto-complete utilities, and syntax validations optimized for declarative Jenkinsfiles. It dramatically reduces developer syntax errors when managing complex multi-stage pipeline steps. ## CICD Pipeline Architecture ### Developer Tooling (2) diff --git a/v2-docs/kubectl-commands.md b/v2-docs/kubectl-commands.md index ae71cb53..2173e8be 100644 --- a/v2-docs/kubectl-commands.md +++ b/v2-docs/kubectl-commands.md @@ -6,55 +6,108 @@ ## Standard Reference - [medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity](https://medium.com/better-programming/4-simple-kubernetes-terminal-customizations-to-boost-your-productivity-deda60a19924) [COMMUNITY-TOOL] - - [hidetatz/kubecolor 🌟](https://github.com/hidetatz/kubecolor) ⭐ 1446 [COMMUNITY-TOOL] - - [container-registry.com: Lifting Developers’ Productivity 🌟](https://container-registry.com/posts/productivity-lift-buildkit-cli-for-kubectl) [COMMUNITY-TOOL] - - [itnext.io: Boosting your kubectl productivity](https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712) [COMMUNITY-TOOL] - [medium: Ready-to-use commands and tips for kubectl](https://medium.com/flant-com/kubectl-commands-and-tips-7b33de0c5476) [COMMUNITY-TOOL] - [medium: Be fast with Kubectl 1.19 CKAD/CKA 🌟](https://medium.com/faun/be-fast-with-kubectl-1-18-ckad-cka-31be00acc443) [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] - [pixelstech.net: Update & Delete Kubernetes resources in one-line command](https://www.pixelstech.net/article/1604225312-Update-&-Delete-Kubernetes-resources-in-one-line-command) [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] - [medium: One CKA/CKAD/CKS requirement: Mastering Kubectl](https://medium.com/nerd-for-tech/one-cka-ckad-cks-requirement-mastering-kubectl-85486bc0a3aa) [COMMUNITY-TOOL] - [medium: Replication Controller Vs ReplicaSets in Kubernetes](https://medium.com/geekculture/replication-controller-vs-replicasets-in-kubernetes-7b780e4d09d5) [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] - [akhilsharma.work: Checking Kubernetes API Calls using kubectl](https://akhilsharma.work/checking-kubernetes-api-calls-using-kubectl) [COMMUNITY-TOOL] - [cloudsavvyit.com: How to Restart Kubernetes Pods with Kubectl](https://www.cloudsavvyit.com/14587/how-to-restart-kubernetes-pods-with-kubectl) [COMMUNITY-TOOL] - [technos.medium.com: How kubectl apply command works?](https://technos.medium.com/how-kubectl-apply-command-works-d092121056d3) [COMMUNITY-TOOL] - [blogs.nakam.org: What Happens When? K8s Edition 🌟](https://blogs.nakam.org/what-happens-when-k8s-edition) [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] - [medium.com/swlh: Break Down Kubernetes Server-Side Apply (Advanced kubectl)' 🌟](https://medium.com/swlh/break-down-kubernetes-server-side-apply-5d59f6a14e26) [COMMUNITY-TOOL] - [blog.devgenius.io: K8s — Manage Multiple Clusters Using kubectl at Scale](https://blog.devgenius.io/k8s-manage-multiple-clusters-using-kubectl-at-scale-9f200c692099) [COMMUNITY-TOOL] - - [itnext.io: How to Restart Kubernetes Pods With Kubectl 🌟](https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961) [COMMUNITY-TOOL] - [awstip.com: Kubernetes — Creating deployments via command line and with' YAML files](https://awstip.com/kubernetes-creating-deployments-via-command-line-and-with-yaml-files-783eaad7b3be) [COMMUNITY-TOOL] - - [superbrothers/zsh-kubectl-prompt 🌟](https://github.com/superbrothers/zsh-kubectl-prompt) ⭐ 591 [COMMUNITY-TOOL] - [medium.com/@emmaliaocode: kubectl create vs kubectl apply. What’s the difference?](https://medium.com/@emmaliaocode/kubectl-create-vs-kubectl-apply-whats-the-differences-f6472f4c6c86) [COMMUNITY-TOOL] - [medium.com/codex: Kubectl Output 101](https://medium.com/codex/kubectl-output-101-851f8e61fd51) [COMMUNITY-TOOL] - [medium.com/geekculture: kubectl — Best Practices](https://medium.com/geekculture/kubectl-best-practices-c4ff809167dd) [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] - [medium.com/@jake.page91: The guide to kubectl I never had](https://medium.com/@jake.page91/the-guide-to-kubectl-i-never-had-3874cc6074ff) [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] - [blog.devgenius.io: Daily useful Kubernetes aliases](https://blog.devgenius.io/daily-useful-kubernetes-aliases-c35f7f411f39) [COMMUNITY-TOOL] - - [kubectl explain](https://jamesdefabia.github.io/docs/user-guide/kubectl/kubectl_explain) [COMMUNITY-TOOL] - - [itnext.io: Using ‘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) ⭐ 814 [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] - [Copy secrets between namespaces](https://stackoverflow.com/questions/55515594/is-there-a-way-to-share-a-configmap-in-kubernetes-between-namespaces) [COMMUNITY-TOOL] -## Kubernetes +## Cloud Native -### Developer Experience +### Kubernetes + +#### CICD and Builds + + - **(2026)** [container-registry.com: Lifting Developers’ Productivity 🌟](https://container-registry.com/posts/productivity-lift-buildkit-cli-for-kubectl) [N/A CONTENT] [COMMUNITY-TOOL] — An analysis of the BuildKit CLI integration for 'kubectl'. It empowers developers to build container images directly within active Kubernetes execution scopes, leveraging distributed cache backends and eliminating local docker daemon dependencies. +#### CLI and Debugging + + - **(2026)** [==ahmetb/kubectl-aliases==](https://github.com/ahmetb/kubectl-aliases) ⭐ 3691 [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An automated system that generates systematic shell aliases for 'kubectl', significantly enhancing engineering productivity. It minimizes operational friction by programmatic expansion of over 800 permutations of flags and subcommands, allowing administrators to interface with Kubernetes clusters using succinct shorthand sequences. + - **(2026)** [==github.com/trstringer/kubectl-example==](https://github.com/trstringer/kubectl-example) ⭐ 13 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A reference repository providing curated template patterns and concrete command-line configurations for common 'kubectl' usage patterns. Designed to shorten the ramp-up time for operators, it acts as a declarative cheat-sheet for state transitions and diagnostic queries. + - **(2026)** [kubectl explain](https://jamesdefabia.github.io/docs/user-guide/kubectl/kubectl_explain) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Official reference documentation for 'kubectl explain', a critical utility for schema exploration within the Kubernetes API. Architecturally, it queries the cluster OpenAPI specification directly to output detailed structural layouts of specific resources, assisting developers in constructing valid declarative YAML manifests. + - **(2026)** [itnext.io: Using ‘kubectl explain’ for Custom Resources](https://itnext.io/understanding-kubectl-explain-9d703396cc8) [N/A CONTENT] [COMMUNITY-TOOL] — An analytical guide showcasing how to leverage 'kubectl explain' to dynamically inspect Custom Resource Definitions (CRDs). By querying the discovery API, platform engineers can navigate deeply nested custom resource structures and ensure compliance with schemas registered via operator patterns. + - **(2026)** [kubectl Shell Autocomplete](https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3) [SHELL CONTENT] [COMMUNITY-TOOL] — A deep dive into setting up shell autocomplete for 'kubectl' across Bash, Zsh, and fish environments. From an operational efficiency perspective, autocompletion queries API resources dynamically, minimizing context switching and reducing manual spelling errors during incident response. + - **(2026)** [itnext.io: Connect to containers using Kubectl Exec](https://itnext.io/connect-to-containers-using-kubectl-exec-b1fb5c171f03) [N/A CONTENT] [COMMUNITY-TOOL] — An operational walkthrough illustrating how to establish interactive terminal sessions inside container namespaces using 'kubectl exec'. The document details the transport layer over SPDY/HTTP/2 stream multiplexing and explores core configurations needed for standard output routing. + - **(2026)** [hackernoon.com: How to Work With the Kubectl Debug Command](https://hackernoon.com/how-to-work-with-the-kubectl-debug-command) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An in-depth technical manual outlining the usage of 'kubectl debug'. It details how to troubleshoot crash-looping workloads by attaching ephemeral diagnostic containers into target Pod namespaces, effectively bypassing missing-shell constraints of distroless or minimal base images. +#### Security + + - **(2026)** [goteleport.com: kubectl exec vs SSH](https://goteleport.com/blog/ssh-vs-kubectl) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An architectural comparison contrasting standard SSH access with the API-driven 'kubectl exec' command. From a security boundary posture, it highlights why 'kubectl exec' is preferred inside modern clusters as it eliminates secondary authentication pipelines and relies purely on Kubernetes RBAC structures. +## Developer Experience + +### Shell + +#### Productivity + + - **(2026)** [==complete-alias==](https://github.com/cykerway/complete-alias) ⭐ 814 [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A shell integration tool designed to resolve completion mechanisms for aliased commands. For platform engineers running complex aliased 'kubectl' pipelines, this tool bridges the gap by enabling native parameter autocomplete for custom aliases, preserving system-level speed. +## Kubernetes (1) + +### Developer Experience (1) #### Container Builds - **(2021)** [==vmware-tanzu/buildkit-cli-for-kubectl (kubectl plugin)==](https://github.com/vmware-archive/buildkit-cli-for-kubectl) ⭐ 505 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A kubectl plugin designed to execute container builds directly on remote BuildKit instances inside clusters. Live grounding confirms the project has been archived under VMware, steering teams to direct BuildKit operators or Kaniko. +## Kubernetes Platform + +### Cluster Administration + +#### K8s Contexts + + - **(2020)** [**itnext.io: Kubernetes Contexts: Complete Guide for Developers**](https://itnext.io/kubernetes-contexts-complete-guide-for-developers-7ea5b2fc75c7) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Explains how kubeconfig context matrices are structured. Aids teams in safely managing user authorization levels across distinct dev, staging, and production clusters. +#### Kubectl Plugins + + - **(2021)** [**shardul.dev: Most Useful kubectl Plugins**](https://shardul.dev/most-useful-kubectl-plugins) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Reviews highly useful extensions managed via the Krew plugins system. Showcases tools that expand administrator diagnostic capacities, log operations, and performance checks. +#### Kubectl Productivity + + +??? abstract "Architect's Technical Comparison Table" + | Solution | Maturity | Primary Focus | Language | Stars | + | :--- | :--- | :--- | :--- | :--- | + | [opensource.com: 5 useful ways to manage Kubernetes with kubectl](https://opensource.com/article/21/7/kubectl) | | Kubectl Productivity | English | 🌟🌟🌟🌟 | + | [dev.to: Open a command prompt in a Kubernetes cluster](https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g) | | Kubectl Productivity | English | 🌟🌟🌟🌟 | + | [itnext.io: How to Restart Kubernetes Pods With Kubectl 🌟](https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961) | | Kubectl Productivity | English | 🌟🌟🌟🌟 | + | [itnext.io: Boosting your kubectl productivity](https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712) | | Kubectl Productivity | English | 🌟🌟🌟🌟 | + | [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) | | Kubectl Productivity | English | 🌟🌟🌟🌟 | + | [howtogeek.com: Getting Started With Kubectl to Manage Kubernetes Clusters](https://www.howtogeek.com/devops/getting-started-with-kubectl-to-manage-kubernetes-clusters) | | Kubectl Productivity | English | 🌟🌟🌟 | + + - **(2021)** [**opensource.com: 5 useful ways to manage Kubernetes with kubectl**](https://opensource.com/article/21/7/kubectl) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Details five ways to manage deployments using kubectl options. Emphasizes namespace management, manifest validations via dry-runs, and rapid scaling tasks. + - **(2021)** [**dev.to: Open a command prompt in a Kubernetes cluster**](https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Walks through initiating command sessions in target Kubernetes containers for diagnostics. Discusses ephemeral container usage and target debugging options without altering running code paths. + - **(2021)** [**itnext.io: How to Restart Kubernetes Pods With Kubectl 🌟**](https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Details methods for orchestrating safe container restarts via kubectl, such as the rollout restart command. Ensures zero-downtime restarts without dropping running traffic allocations. + - **(2020)** [**itnext.io: Boosting your kubectl productivity**](https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Compiles productivity enhancements and aliases for kubectl command routines. Addresses custom terminal variables, prompt customizations, and configurations aimed at easing day-to-day cluster tasks. + - **(2020)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Provides developer-focused kubectl practices for troubleshooting deployment issues on Red Hat configurations. Explores log parsing tricks and container shell executions. + - **(2022)** [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] — A foundational guide to managing clusters with kubectl. Outlines config structure concepts, baseline container commands, and standard diagnostics routines for new platform users. +#### Multi-Cluster Tools + + - **(2021)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Outlines cluster and namespace administration workflows leveraging kubectx and kubens. Prevents accidental execution on incorrect environments during multi-cluster deployments. +#### Port Forwarding + + - **(2022)** [**inlets.dev: Fixing the Developer Experience of Kubernetes Port Forwarding**](https://inlets.dev/blog/2022/06/24/fixing-kubectl-port-forward.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Addresses stability issues inherent in standard kubectl port-forward operations. Explains how tunnels and reverse-proxy tools like Inlets provide developers with robust, persistent local connections. +#### Shell Environments + + - **(2020)** [**superbrothers/zsh-kubectl-prompt 🌟**](https://github.com/superbrothers/zsh-kubectl-prompt) ⭐ 591 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Details a Zsh shell utility that displays current Kubernetes context and namespace info in the terminal prompt. Minimizes chances of entering execution instructions in wrong production sectors. +### K8s API and Development + +#### Config Management + + - **(2023)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Demonstrates methods to compile Kubernetes ConfigMaps from structured properties files. Bridges common application configurations with native cloud manifest patterns. +## Operations and UX + +### CLI Plugins + +#### Output Formatting + + - **(2026)** [hidetatz/kubecolor 🌟](https://github.com/hidetatz/kubecolor) ⭐ 1446 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Kubecolor is a highly adopted command-line wrapper for kubectl that colorizes terminal outputs. It improves cluster observability by visually distinguishing resource types, labels, statuses, and namespaces during interactive CLI operations. --- 💡 **Explore Related:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md) diff --git a/v2-docs/kubernetes-networking.md b/v2-docs/kubernetes-networking.md index 1b23608f..40800ea1 100644 --- a/v2-docs/kubernetes-networking.md +++ b/v2-docs/kubernetes-networking.md @@ -99,7 +99,6 @@ - [iamitcohen.medium.com: DNS in Kubernetes, how does it work?](https://iamitcohen.medium.com/dns-in-kubernetes-how-does-it-work-7c4690fd813e) [COMMUNITY-TOOL] - [levelup.gitconnected.com: Kubernetes with CoreDNS](https://levelup.gitconnected.com/kubernetes-with-coredns-e40772c5e6ee) [COMMUNITY-TOOL] - [blog.abaganon.com: Why you probably won’t use K8gb.io](https://blog.abaganon.com/going-global-with-kubernetes-490cf51e2bf8) [COMMUNITY-TOOL] - - [NetMaker](https://github.com/gravitl/netmaker) ⭐ 11628 [ENTERPRISE-STABLE] ## Container Orchestration @@ -359,6 +358,11 @@ #### WireGuard VPN - **(2022)** [itnext.io: Multi-Cluster Kubernetes Networking with Netmaker](https://itnext.io/multi-cluster-kubernetes-networking-with-netmaker-bfa4e22eb2fb) [ADVANCED LEVEL] [COMMUNITY-TOOL] — Tutorial on structuring dynamic multi-cluster virtual topologies using Netmaker. Leverages WireGuard to automate fast, low-overhead encrypted overlays bridging distributed pods. +### Overlay Networks (1) + +#### WireGuard VPN (1) + + - **(2025)** [**NetMaker**](https://github.com/gravitl/netmaker) ⭐ 11628 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Netmaker is a high-speed, dynamic overlay network orchestrator powered by WireGuard. It facilitates direct, secure mesh networks across multi-cloud, on-premises, and edge Kubernetes nodes, drastically reducing latency compared to traditional overlay options like VXLAN or IPSec. Netmaker is highly valuable for hybrid cluster topologies and secure cross-regional communication. ### Security (2) #### Enterprise Solutions diff --git a/v2-docs/kubernetes-operators-controllers.md b/v2-docs/kubernetes-operators-controllers.md index 5c4a1c2d..f6117474 100644 --- a/v2-docs/kubernetes-operators-controllers.md +++ b/v2-docs/kubernetes-operators-controllers.md @@ -41,9 +41,7 @@ - [betterprogramming.pub: Build a Highly Available Kubernetes Operator Using' Golang](https://betterprogramming.pub/building-a-highly-available-kubernetes-operator-using-golang-fe4a44c395c2) [COMMUNITY-TOOL] - [betterprogramming.pub: Writing Custom Kubernetes Controller and Webhooks](https://betterprogramming.pub/writing-custom-kubernetes-controller-and-webhooks-141230820e9) [COMMUNITY-TOOL] - [betterprogramming.pub: How To Write Tests for Your Kubernetes Operator](https://betterprogramming.pub/write-tests-for-your-kubernetes-operator-d3d6a9530840) [COMMUNITY-TOOL] - - [contentful-labs/kube-secret-syncer 🌟](https://github.com/contentful-labs/kube-secret-syncer) ⭐ 194 [COMMUNITY-TOOL] - [KUDO: The Kubernetes Universal Declarative Operator 🌟](https://kudo.dev) [COMMUNITY-TOOL] - - [abhirockzz/kubexpose-operator](https://github.com/abhirockzz/kubexpose-operator) [COMMUNITY-TOOL] ## AI Infrastructure @@ -116,7 +114,7 @@ - **(2023)** [metalbear.co: Writing a Kubernetes Operator](https://metalbear.com/blog/writing-a-kubernetes-operator) [RUST CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] — An innovative blueprint illustrating operator design with Rust and the kube-rs framework. In 2026, Rust operators are increasingly adopted for edge-computing and resource-constrained environments to minimize memory footprint and avoid the garbage collection pauses of Go and JVM languages. #### Reference Implementations - - **(2026)** [==kubernetes/sample-controller==](https://github.com/kubernetes/sample-controller) ⭐ 3485 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The canonical sample controller repository managed by the Kubernetes API machinery SIG. It serves as the official, direct architectural blueprint for creating custom controllers using client-go libraries. Live grounding verifies it is the foundational reference tool for understanding thread-safe informer caches and queue sync mechanisms. + - **(2026)** [==kubernetes/sample-controller==](https://github.com/kubernetes/sample-controller) ⭐ 3486 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The canonical sample controller repository managed by the Kubernetes API machinery SIG. It serves as the official, direct architectural blueprint for creating custom controllers using client-go libraries. Live grounding verifies it is the foundational reference tool for understanding thread-safe informer caches and queue sync mechanisms. #### Stateful Applications - **(2021)** [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) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An enterprise guide mapping the management of stateful database engines inside Kubernetes using Go-based operators. Highlights local volume binding, replication coordination, and automatic failovers. Reconciled with 2026 patterns, this forms the underlying theory for stateful database-as-a-service (DBaaS) offerings on Kubernetes. @@ -190,7 +188,7 @@ #### Controller SDKs - - **(2026)** [==kubernetes-sigs/kubebuilder==](https://github.com/kubernetes-sigs/kubebuilder) ⭐ 9182 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kubebuilder is the industry-standard developer framework for generating custom Kubernetes APIs and controllers. Leveraging structured scaffolding, advanced code generators, and controller-runtime wrappers, it streamlines the creation of highly reliable operators. + - **(2026)** [==kubernetes-sigs/kubebuilder==](https://github.com/kubernetes-sigs/kubebuilder) ⭐ 9183 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kubebuilder is the industry-standard developer framework for generating custom Kubernetes APIs and controllers. Leveraging structured scaffolding, advanced code generators, and controller-runtime wrappers, it streamlines the creation of highly reliable operators. #### Guides and Best Practices (2) - **(2024)** [opensource.com: Build a Kubernetes Operator in 10 minutes with Operator SDK](https://opensource.com/article/20/3/kubernetes-operator-sdk) [N/A CONTENT] [COMMUNITY-TOOL] — A step-by-step tutorial on bootstrapping custom operators using the Operator SDK. It demonstrates how to wrap Ansible playbooks or Go logic to build automated, declarative infrastructure controls. @@ -386,6 +384,11 @@ ##### Operators (18) - **(2023)** [==redhat-cop/keepalived-operator: Keepalived operator==](https://github.com/redhat-cop/keepalived-operator) ⭐ 123 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Manages Keepalived deployments within Kubernetes clusters. It coordinates VIP (Virtual IP) failover protocols across physical or virtual cluster node interfaces. +### Operator + +#### Expose Service + + - **(2021)** [abhirockzz/kubexpose-operator](https://github.com/abhirockzz/kubexpose-operator) [GO CONTENT] [EMERGING] [LEGACY] — An experimental Go-based operator designed to automatically create Ingress resources or load balancers for annotated services. Designed as a learning showcase for Kubebuilder workflows, this project is archived in 2026 but remains a valuable reference for custom ingress generation patterns. ## Observability ### Distributed Tracing @@ -463,7 +466,7 @@ - **(2024)** [kube-fluentd-operator 🌟](https://github.com/vmware-archive/kube-fluentd-operator) ⭐ 321 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [LEGACY] — A now-archived operator designed to dynamically construct namespace-specific Fluentd logging pipelines in Kubernetes. Modern platform engineering architectures have largely transitioned to standardized OpenTelemetry or Fluent Bit routing setups. #### Operators (24) - - **(2025)** [Speculator: Redis Operator](https://github.com/OT-CONTAINER-KIT/redis-operator) ⭐ 1378 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — An advanced Redis Operator developed by OT Container Kit. Features automated failover management, backup orchestrations, persistence configuration, and Redis Sentinel cluster sizing within Kubernetes native deployments. + - **(2025)** [Speculator: Redis Operator](https://github.com/OT-CONTAINER-KIT/redis-operator) ⭐ 1379 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — An advanced Redis Operator developed by OT Container Kit. Features automated failover management, backup orchestrations, persistence configuration, and Redis Sentinel cluster sizing within Kubernetes native deployments. - **(2025)** [Kotal operator](https://github.com/kotalco/kotal) ⭐ 221 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A multi-client blockchain node operator for Kubernetes. Simplifies configuring and maintaining decentralized networks (such as Ethereum and IPFS) through native Kubernetes custom resources. - **(2024)** [Cass Operator](https://github.com/datastax/cass-operator) ⭐ 258 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — DataStax's Kubernetes operator designed to simplify Apache Cassandra cluster deployment and operations. Automates complex stateful management workflows including horizontal scaling, rolling upgrades, and cluster healing. - **(2022)** [Sentry Operator](https://github.com/jace-ys/sentry-operator) ⭐ 27 [GO CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — An infrastructure automation controller developed to provision, update, and manage Sentry instances, projects, and DSN configuration parameters inside a unified Kubernetes environment. @@ -659,6 +662,13 @@ #### HashiCorp Vault - **(2025)** [==github.com/ricoberger/vault-secrets-operator==](https://github.com/ricoberger/vault-secrets-operator) ⭐ 687 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — This operator provides direct synchronization between HashiCorp Vault secrets and Kubernetes Secrets storage classes. By tracking external Vault paths, it triggers dynamic, secure updates to dependent application pods the moment source secrets are rotated. +## Security and Identity + +### Secrets Management (1) + +#### External Secrets Sync + + - **(2021)** [contentful-labs/kube-secret-syncer 🌟](https://github.com/contentful-labs/kube-secret-syncer) ⭐ 194 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A targeted operator designed to synchronize secrets securely from external services (specifically AWS Parameter Store) directly into native Kubernetes Secrets, ensuring cloud-hosted secrets stay continuously aligned with active workloads. ## Storage (1) ### Volume Management diff --git a/v2-docs/kubernetes-security.md b/v2-docs/kubernetes-security.md index 6bbc58a6..0184318a 100644 --- a/v2-docs/kubernetes-security.md +++ b/v2-docs/kubernetes-security.md @@ -100,7 +100,6 @@ - [medium.com: Securing Kubernetes Dashboard on EKS with Pomerium](https://medium.com/dev-genius/securing-kubernetes-dashboard-on-eks-with-pomerium-e98c47610e2f) [COMMUNITY-TOOL] - [mahira-technology.medium.com: Kubernetes Secrets Management: Level Up with' External Secrets Operator](https://mahira-technology.medium.com/kubernetes-secrets-management-level-up-with-external-secrets-operator-ed7d32df2189) [COMMUNITY-TOOL] - [blog.lightspin.io: NGINX Custom Snippets CVE-2021-25742](https://blog.lightspin.io/nginx-custom-snippets-cve-2021-25742) [COMMUNITY-TOOL] - - [kube-bench 🌟](https://github.com/aquasecurity/kube-bench) ⭐ 8078 [ENTERPRISE-STABLE] ## API Access Protection @@ -220,6 +219,13 @@ #### Cilium - **(2026)** [cilium.io 🌟](https://cilium.io) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — The main website for Cilium, the industry-standard networking, security, and observability engine powered by eBPF. Eliminates routing performance penalties and delivers deep API metrics. +## Networking and Security + +### Security Compliance + +#### CIS Benchmarks + + - **(2026)** [==kube-bench 🌟==](https://github.com/aquasecurity/kube-bench) ⭐ 8078 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The industry standard tool to check whether Kubernetes clusters are deployed securely according to the Center for Internet Security (CIS) benchmarks. Can be run inside container workloads or directly on node hosts, outputting detailed reports identifying API, TLS, and permissions vulnerabilities. ## Observability and Monitoring ### Runtime Security @@ -619,7 +625,7 @@ - **(2025)** [==kubescape==](https://github.com/kubescape/kubescape) ⭐ 11480 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An active CNCF Sandbox tool providing multi-framework configuration scanning, risk analysis, and vulnerability management. It integrates into CI/CD pipelines to ensure continuous verification of compliance frameworks (like CIS and NSA-CISA). Essential for enterprise teams seeking unified security visibility. ### Vulnerability Assessment -#### CIS Benchmarks +#### CIS Benchmarks (1) - **(2022)** [rancher/cis-operator](https://github.com/rancher/cis-operator) ⭐ 55 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Rancher's cis-operator is an automated tool running CIS security scans natively within Rancher ecosystems. It generates compliance reports validating control plane and worker components against standard security baselines. A key utility for multi-cluster environments managed via Rancher. - **(2022)** [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] — Evaluates how to deploy and configure Aqua Security's kube-bench alongside kube-hunter. Shows how to automate node validation against CIS benchmarks, and actively scan cluster endpoints for network exposure vectors. Offers a potent open-source combination for regular pentesting operations. diff --git a/v2-docs/kubernetes-storage.md b/v2-docs/kubernetes-storage.md index 699284e6..029c59cd 100644 --- a/v2-docs/kubernetes-storage.md +++ b/v2-docs/kubernetes-storage.md @@ -58,7 +58,7 @@ #### Distributed Block Storage - - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) ⭐ 16706 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An enterprise-grade, highly scalable distributed storage ecosystem providing object, block, and file system storage on a single unified cluster. Widely adopted as the primary storage layer backing cloud platforms and Kubernetes orchestration (Rook-Ceph). + - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) ⭐ 16707 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An enterprise-grade, highly scalable distributed storage ecosystem providing object, block, and file system storage on a single unified cluster. Widely adopted as the primary storage layer backing cloud platforms and Kubernetes orchestration (Rook-Ceph). ## Cloud Native Storage Architecture ### Storage Architecture and Engines diff --git a/v2-docs/kubernetes-tools.md b/v2-docs/kubernetes-tools.md index c79a0f93..add72184 100644 --- a/v2-docs/kubernetes-tools.md +++ b/v2-docs/kubernetes-tools.md @@ -13,520 +13,72 @@ - [medium.com/gquiman: K8Studio, Helm and Kubernetes management](https://medium.com/itnext/introducing-k8studio-v3-the-ultimate-kubernetes-workspace-just-got-even-better-0bc0de63642c) [COMMUNITY-TOOL] - [medium.com/globant: Infrastructure as Code using Kubernetes](https://medium.com/globant/infrastructure-as-code-using-kubernetes-d3d329446517) [COMMUNITY-TOOL] - [medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts](https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-4107de079455) [COMMUNITY-TOOL] - - [MagTape](https://github.com/tmobile/magtape) ⭐ 152 [COMMUNITY-TOOL] - - [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] - [blog.devgenius.io: 7 Open Source Kubernetes Developer Tools to Follow in' 2022](https://blog.devgenius.io/7-open-source-kubernetes-developer-tools-to-follow-in-2022-78a5e5dbd4e3) [COMMUNITY-TOOL] - [devops.cisel.ch: Kubernetes operational tools you must TRY](https://devops.cisel.ch/kubernetes-operational-tools-you-must-try) [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] - [medium.com/container-talks: 7 Tools To Make Kubernetes Management Easy](https://medium.com/container-talks/7-tools-to-make-kubernetes-management-easy-ba8238e6ce8d) [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] - [blog.devops.dev: Tools to manage Kubernetes](https://blog.devops.dev/tools-to-manage-kubernetes-15b675f407d4) [COMMUNITY-TOOL] - [medium.com/@onai.rotich: 4 Tools that Make it Easy to manage your Kubernetes' Cluster](https://medium.com/@onai.rotich/4-tools-that-make-it-easy-to-manage-your-kubernetes-cluster-be252847cd85) [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] - [Web Terminal Operator: Tips y Trucos](https://www.techqna.io/2024/09/web-terminal-operator-tips-tricks-for.html) [COMMUNITY-TOOL] - - [downloadkubernetes.com: Download Kubernetes 🌟](https://www.downloadkubernetes.com) [COMMUNITY-TOOL] - - [ramitsurana/awesome-kubernetes: Tools 🌟](https://github.com/ramitsurana/awesome-kubernetes#configuration) ⭐ 15992 [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) ⭐ 3386 [ENTERPRISE-STABLE] - - [Kubecle](https://github.com/rydogs/kubecle) ⭐ 57 [COMMUNITY-TOOL] - - [Permission Manager 🌟](https://github.com/sighupio/permission-manager) ⭐ 1371 [COMMUNITY-TOOL] - [cloudnatively.com: Kubernetes client tools overview](https://www.cloudnatively.com/kubernetes-client-tools-overview) [COMMUNITY-TOOL] - - [kubectx + kubens: : Power tools for kubectl🌟🌟](https://github.com/ahmetb/kubectx) ⭐ 19807 [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] - [Kubevious SaaS: portal.kubevious.io](https://portal.kubevious.io) [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** — the tiny Kubernetes dashboard 🌟](https://github.com/learnk8s/k8bit) [COMMUNITY-TOOL] - [**KUbernetes Test TooL (kuttl)** 🌟](https://kuttl.dev) [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] - - [k8s Spot Rescheduler](https://github.com/pusher/k8s-spot-rescheduler) ⭐ 312 [COMMUNITY-TOOL] - - [kube-spot-termination-notice-handler](https://github.com/kube-aws/kube-spot-termination-notice-handler) ⭐ 380 [COMMUNITY-TOOL] - [cncf.io: What is Polaris? Kubernetes open source configuration validation' 🌟](https://www.cncf.io/blog/2021/07/01/what-is-fairwinds-polaris-kubernetes-open-source-configuration-validation) [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] - - [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) ⭐ 894 [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] - [medium: How to Validate Your Kubernetes Cluster With Sonobuoy 🌟](https://medium.com/better-programming/how-to-validate-your-kubernetes-cluster-with-sonobuoy-c91b282908fe) [COMMUNITY-TOOL] - - [Pluto is a cli tool to help discover deprecated apiVersions in Kubernetes 🌟](https://github.com/FairwindsOps/pluto) ⭐ 2531 [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) ⭐ 625 [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) ⭐ 1002 [COMMUNITY-TOOL] - - [Authelia 🌟](https://github.com/authelia/authelia) ⭐ 28049 [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) ⭐ 300 [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) ⭐ 10531 [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] - [kalm.dev 🌟](https://kalm.dev) [COMMUNITY-TOOL] - - [Synator Kubernetes Secret and ConfigMap synchronizer 🌟](https://github.com/TheYkk/synator) ⭐ 117 [COMMUNITY-TOOL] - - [kubes 🌟](https://github.com/boltops-tools/kubes) ⭐ 102 [COMMUNITY-TOOL] - - [NS Killer](https://github.com/germainlefebvre4/ns-killer) ⭐ 18 [COMMUNITY-TOOL] - - [kubeswitch: Kubernetes Version Switcher 🌟](https://github.com/steamhaus/kubeswitch) ⭐ 11 [COMMUNITY-TOOL] - - [Kubeswitch (for operators) 🌟](https://github.com/danielfoehrKn/kubeswitch) ⭐ 1170 [COMMUNITY-TOOL] - - [kubectl build (formerly known as kubectl-kaniko)](https://github.com/kvaps/kubectl-build) ⭐ 148 [COMMUNITY-TOOL] - - [Shell-operator](https://github.com/flant/shell-operator) ⭐ 2603 [COMMUNITY-TOOL] - - [Checkov 🌟](https://github.com/bridgecrewio/checkov) ⭐ 8790 [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) ⭐ 2077 [COMMUNITY-TOOL] - [medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity](https://medium.com/better-programming/4-simple-kubernetes-terminal-customizations-to-boost-your-productivity-deda60a19924) [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) ⭐ 3849 [ENTERPRISE-STABLE] - - [vesion-checker](https://github.com/jetstack/version-checker) ⭐ 773 [COMMUNITY-TOOL] - - [Descheduler for Kubernetes 🌟](https://github.com/kubernetes-sigs/descheduler) ⭐ 5441 [ENTERPRISE-STABLE] - - [kubediff 🌟](https://github.com/weaveworks/kubediff) ⭐ 1181 [COMMUNITY-TOOL] - - [salesforce/Craft](https://github.com/salesforce/craft) ⭐ 91 [COMMUNITY-TOOL] - - [hyscale 🌟](https://github.com/hyscale/hyscale) ⭐ 445 [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) ⭐ 1370 [COMMUNITY-TOOL] - - [Tagger](https://github.com/ricardomaraschini/tagger) ⭐ 15 [COMMUNITY-TOOL] - - [helm-ecr 🌟](https://github.com/vetyy/helm-ecr) ⭐ 24 [COMMUNITY-TOOL] - [blog.devgenius.io: K8s — Kubecolor Introduction](https://blog.devgenius.io/k8s-kubecolor-introduction-3d650effc36f) [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) ⭐ 398 [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) ⭐ 1046 [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] - [reconshell.com: Kubei – Kubernetes Runtime Vulnerabilities Scanner 🌟](https://reconshell.com/kubei-kubernetes-runtime-vulnerabilities-scanner) [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 — 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) ⭐ 1177 [COMMUNITY-TOOL] - - [k8s-image-swapper 🌟](https://github.com/estahn/k8s-image-swapper) ⭐ 629 [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) ⭐ 277 [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) ⭐ 17399 [DE FACTO STANDARD] - - [kube-bench 🌟](https://github.com/aquasecurity/kube-bench) ⭐ 8078 [ENTERPRISE-STABLE] - - [kube-bench-exporter](https://github.com/yashvardhan-kukreja/kube-bench-exporter) ⭐ 12 [COMMUNITY-TOOL] - - [Karmada](https://github.com/karmada-io/karmada) ⭐ 5498 [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) ⭐ 1451 [COMMUNITY-TOOL] - [outdated.sh 🌟](https://outdated.sh) [COMMUNITY-TOOL] - - [kubestriker 🌟](https://github.com/vchinnipilli/kubestriker) ⭐ 1003 [COMMUNITY-TOOL] - - [KubeEye 🌟](https://github.com/kubesphere/kubeeye) ⭐ 850 [COMMUNITY-TOOL] - - [KubeHelper](https://github.com/kubehelper/kubehelper) ⭐ 249 [COMMUNITY-TOOL] - - [kubewebhook](https://github.com/slok/kubewebhook) ⭐ 630 [COMMUNITY-TOOL] - [forklift.konveyor.io 🌟](https://forklift.konveyor.io) [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) ⭐ 2230 [COMMUNITY-TOOL] - - [skooner - Kubernetes Dashboard](https://github.com/skooner-k8s/skooner) ⭐ 1439 [COMMUNITY-TOOL] - - [Polaris](https://github.com/FairwindsOps/polaris) ⭐ 3367 [ENTERPRISE-STABLE] - [KTail: Kubernetes log viewer 🌟](https://www.ktail.de) [COMMUNITY-TOOL] - - [Manifesto 🌟](https://gitlab.com/jackatbancast/manifesto) [COMMUNITY-TOOL] - - [SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟](https://github.com/SigNoz/signoz) ⭐ 27330 [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) ⭐ 634 [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) ⭐ 3993 [ENTERPRISE-STABLE] - - [github.com/kubereboot/kured ⭐](https://github.com/kubereboot/kured) ⭐ 2543 [COMMUNITY-TOOL] - - [k8s-cluster-simulator](https://github.com/pfnet-research/k8s-cluster-simulator) ⭐ 128 [COMMUNITY-TOOL] - - [kubelogin 🌟](https://github.com/int128/kubelogin) ⭐ 2291 [COMMUNITY-TOOL] - - [kube-oidc-proxy](https://github.com/jetstack/kube-oidc-proxy) ⭐ 476 [COMMUNITY-TOOL] - - [cf-for-k8s](https://github.com/cloudfoundry/cf-for-k8s) ⭐ 292 [COMMUNITY-TOOL] - - [El Carro: The Oracle Operator for Kubernetes 🌟](https://github.com/GoogleCloudPlatform/elcarro-oracle-operator) ⭐ 212 [COMMUNITY-TOOL] - - [jspolicy](https://github.com/loft-sh/jspolicy) ⭐ 416 [COMMUNITY-TOOL] - [blog.ediri.io: Writing Kubernetes policies with jsPolicy and deploy them' via FluxCD](https://blog.ediri.io/writing-kubernetes-policies-with-jspolicy) [COMMUNITY-TOOL] - - [jsonnet-controller](https://github.com/pelotech/jsonnet-controller) ⭐ 73 [COMMUNITY-TOOL] - - [rback: RBAC in Kubernetes visualizer 🌟🌟](https://github.com/team-soteria/rback) ⭐ 401 [COMMUNITY-TOOL] - - [Metacontroller](https://github.com/metacontroller/metacontroller) ⭐ 993 [COMMUNITY-TOOL] - - [github.com: NFS Ganesha server and external provisioner](https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner) ⭐ 481 [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) ⭐ 12400 [ENTERPRISE-STABLE] - - [KubeView 🌟](https://github.com/benc-uk/kubeview) ⭐ 1201 [COMMUNITY-TOOL] - - [Rancher Desktop 🌟](https://github.com/rancher-sandbox/rancher-desktop) ⭐ 7191 [ENTERPRISE-STABLE] - - [salesforce/Sloop - Kubernetes History Visualization 🌟](https://github.com/salesforce/sloop) ⭐ 1579 [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) ⭐ 751 [COMMUNITY-TOOL] - - [kube-scheduler-simulator](https://github.com/kubernetes-sigs/kube-scheduler-simulator) ⭐ 1092 [COMMUNITY-TOOL] - - [multus-cni 🌟](https://github.com/k8snetworkplumbingwg/multus-cni) ⭐ 2882 [COMMUNITY-TOOL] - - [kim - The Kubernetes Image Manager](https://github.com/rancher/kim) ⭐ 321 [COMMUNITY-TOOL] - [KUDO: The Kubernetes Universal Declarative Operator 🌟](https://kudo.dev) [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] - - [abhirockzz/kubexpose-operator](https://github.com/abhirockzz/kubexpose-operator) [COMMUNITY-TOOL] - - [kubernetes-reflector](https://github.com/emberstack/kubernetes-reflector) ⭐ 1614 [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) ⭐ 3015 [ENTERPRISE-STABLE] - - [ori-edge/k8s_gateway](https://github.com/ori-edge/k8s_gateway) ⭐ 355 [COMMUNITY-TOOL] - - [viaduct-ai/kustomize-sops](https://github.com/viaduct-ai/kustomize-sops) ⭐ 836 [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) ⭐ 510 [COMMUNITY-TOOL] - - [tektoncd/chains](https://github.com/tektoncd/chains) ⭐ 271 [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) ⭐ 26 [COMMUNITY-TOOL] - - [DaspawnW/vault-crd](https://github.com/DaspawnW/vault-crd) ⭐ 175 [COMMUNITY-TOOL] - - [stakater/Reloader 🌟](https://github.com/stakater/Reloader) ⭐ 10133 [ENTERPRISE-STABLE] - - [dignajar/another-ldap](https://github.com/dignajar/another-ldap) ⭐ 51 [COMMUNITY-TOOL] - - [anchore/syft](https://github.com/anchore/syft) ⭐ 9106 [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) ⭐ 831 [COMMUNITY-TOOL] - - [codesenberg/bombardier 🌟](https://github.com/codesenberg/bombardier) ⭐ 6796 [ENTERPRISE-STABLE] - - [fstab/cifs](https://github.com/fstab/cifs) ⭐ 218 [COMMUNITY-TOOL] - - [bloomberg/goldpinger 🌟](https://github.com/bloomberg/goldpinger) ⭐ 2707 [COMMUNITY-TOOL] - - [haxsaw/hikaru 🌟](https://github.com/haxsaw/hikaru) ⭐ 210 [COMMUNITY-TOOL] - - [ofek/csi-gcs](https://github.com/ofek/csi-gcs) ⭐ 159 [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) ⭐ 383 [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) ⭐ 1045 [COMMUNITY-TOOL] - - [arttor/helmify](https://github.com/arttor/helmify) ⭐ 1738 [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) ⭐ 360 [COMMUNITY-TOOL] - - [corneliusweig/konfig](https://github.com/corneliusweig/konfig) ⭐ 388 [COMMUNITY-TOOL] - - [groundnuty/k8s-wait-for 🌟](https://github.com/groundnuty/k8s-wait-for) ⭐ 635 [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) ⭐ 154 [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) ⭐ 599 [COMMUNITY-TOOL] - - [abahmed/kwatch](https://github.com/abahmed/kwatch) ⭐ 1010 [COMMUNITY-TOOL] - - [cuber-cloud/cuber-gem: CUBER](https://github.com/cuber-cloud/cuber-gem) ⭐ 714 [COMMUNITY-TOOL] - - [eldadru/ksniff 🌟](https://github.com/eldadru/ksniff) ⭐ 3472 [ENTERPRISE-STABLE] - - [openclarity/kubeclarity](https://github.com/openclarity/kubeclarity) ⭐ 44 [COMMUNITY-TOOL] - [medium.com/@ryan.dardis: KubeClarity — Cloud-Native Security Scanning for' your Kubernetes Cluster and more](https://medium.com/@ryan.dardis/kubeclarity-cloud-native-security-scanning-for-your-kubernetes-cluster-and-more-7c3ee6a16556) [COMMUNITY-TOOL] - - [NimbleArchitect/kubectl-ice 🌟](https://github.com/NimbleArchitect/kubectl-ice) ⭐ 255 [COMMUNITY-TOOL] - - [k8tz/k8tz: Kubernetes Timezone Controller](https://github.com/k8tz/k8tz) ⭐ 524 [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) ⭐ 1928 [COMMUNITY-TOOL] - - [mohatb/kubectl-exec](https://github.com/mohatb/kubectl-exec) ⭐ 87 [COMMUNITY-TOOL] - - [kudobuilder/kuttl](https://github.com/kudobuilder/kuttl) ⭐ 820 [COMMUNITY-TOOL] - - [steveteuber/kubectl-graph ⭐](https://github.com/steveteuber/kubectl-graph) ⭐ 690 [COMMUNITY-TOOL] - - [crazy-max/diun](https://github.com/crazy-max/diun) ⭐ 4720 [ENTERPRISE-STABLE] - - [omrikiei/ktunnel ⭐](https://github.com/omrikiei/ktunnel) ⭐ 1053 [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] - [medium.com/@michaeljguarino: How we Created an in-Browser Kubernetes Experience](https://medium.com/@michaeljguarino/how-we-created-an-in-browser-kubernetes-experience-58c065cda803) [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) ⭐ 655 [COMMUNITY-TOOL] - - [jthomperoo/k8shorizmetrics](https://github.com/jthomperoo/k8shorizmetrics) ⭐ 41 [COMMUNITY-TOOL] - - [Kube-capacity](https://github.com/robscott/kube-capacity/releases) ⭐ 2636 [COMMUNITY-TOOL] - - [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) ⭐ 128 [COMMUNITY-TOOL] - - [awesome-it/adeploy](https://github.com/awesome-it/adeploy) ⭐ 14 [COMMUNITY-TOOL] - - [stakater/Forecastle](https://github.com/stakater/Forecastle) ⭐ 799 [COMMUNITY-TOOL] - - [smartxworks/knest](https://github.com/smartxworks/knest) ⭐ 89 [COMMUNITY-TOOL] - - [smartxworks/virtink](https://github.com/smartxworks/virtink) ⭐ 607 [COMMUNITY-TOOL] - - [toboshii/hajimari](https://github.com/toboshii/hajimari) ⭐ 822 [COMMUNITY-TOOL] - - [Ramilito/kubediff ⭐](https://github.com/Ramilito/kubediff) ⭐ 185 [COMMUNITY-TOOL] - - [FairwindsOps/gonogo](https://github.com/FairwindsOps/gonogo) ⭐ 146 [COMMUNITY-TOOL] - - [doitintl/kube-no-trouble: kubent ⭐⭐⭐](https://github.com/doitintl/kube-no-trouble) ⭐ 3673 [ENTERPRISE-STABLE] - - [resmoio/kubernetes-event-exporter](https://github.com/resmoio/kubernetes-event-exporter) ⭐ 1030 [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) ⭐ 3124 [ENTERPRISE-STABLE] - - [github.com/squat/kilo](https://github.com/squat/kilo) ⭐ 2263 [COMMUNITY-TOOL] - - [github.com/krateoplatformops/krateo](https://github.com/krateoplatformops/krateo) [COMMUNITY-TOOL] - - [github.com/jwcesign/kubespider](https://github.com/jwcesign/kubespider) [COMMUNITY-TOOL] - [faun.pub: A browser based remote desktop solution on kubernetes](https://faun.pub/a-browser-based-remote-desktop-solution-on-kubernetes-d6b3d33e73b6) [COMMUNITY-TOOL] - - [kvaps/kubectl-node-shell](https://github.com/kvaps/kubectl-node-shell) ⭐ 1818 [COMMUNITY-TOOL] - - [github.com/distribution/distribution](https://github.com/distribution/distribution) ⭐ 10469 [ENTERPRISE-STABLE] - - [github.com/flomesh-io/pipy](https://github.com/flomesh-io/pipy) ⭐ 827 [COMMUNITY-TOOL] - [blog.flomesh.io: sing Pipy as a Kubernetes policy engine](https://blog.flomesh.io/using-pipy-as-a-kubernetes-policy-engine-e70a23c8d54c) [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) ⭐ 3054 [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) ⭐ 194 [COMMUNITY-TOOL] - - [github.com/JovianX/Service-Hub](https://github.com/JovianX/Service-Hub) ⭐ 122 [COMMUNITY-TOOL] - [medium.com/@markcallen_devops: Setup Kubernetes Admin on Linux with Brew](https://medium.com/@markcallen_devops/setup-kubernetes-admin-on-linux-with-brew-da143cef1c90) [COMMUNITY-TOOL] - - [github.com/ahmetb/kubectl-foreach: kubectl foreach ⭐](https://github.com/ahmetb/kubectl-foreach) ⭐ 489 [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) ⭐ 3795 [ENTERPRISE-STABLE] - - [github.com/cloudnativelabs/kube-shell ⭐](https://github.com/cloudnativelabs/kube-shell) ⭐ 2393 [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) ⭐ 684 [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) ⭐ 930 [COMMUNITY-TOOL] - - [github.com/yonahd/kor](https://github.com/yonahd/kor) ⭐ 1798 [COMMUNITY-TOOL] - [granted.dev](https://www.granted.dev) [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) ⭐ 3350 [ENTERPRISE-STABLE] - - [github.com/Wilfred/difftastic](https://github.com/Wilfred/difftastic) ⭐ 25488 [DE FACTO STANDARD] - - [github.com/kubernetes/git-sync ⭐](https://github.com/kubernetes/git-sync) ⭐ 2704 [COMMUNITY-TOOL] - - [github.com/kubepug/kubepug: Deprecations AKA KubePug - Pre UpGrade (Checker)' ⭐](https://github.com/kubepug/kubepug) ⭐ 1835 [COMMUNITY-TOOL] - - [github.com/hcavarsan/kftray ⭐](https://github.com/hcavarsan/kftray) ⭐ 1524 [COMMUNITY-TOOL] - - [github.com/kubetail-org/kubetail 🌟](https://github.com/kubetail-org/kubetail) ⭐ 1720 [COMMUNITY-TOOL] - - [Kubetail 🌟](https://github.com/johanhaleby/kubetail) ⭐ 3489 [ENTERPRISE-STABLE] - - [Stern 🌟](https://github.com/stern/stern) ⭐ 4733 [ENTERPRISE-STABLE] - - [github.com/portainer/portainer](https://github.com/portainer/portainer) ⭐ 37719 [DE FACTO STANDARD] - - [github.com/kubecfg/kubecfg](https://github.com/kubecfg/kubecfg) ⭐ 255 [COMMUNITY-TOOL] - [zhimin-wen.medium.com: Curl as a Network Protocol Testing Tool](https://zhimin-wen.medium.com/curl-as-a-network-protocol-testing-tool-7f49151ea365) [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) ⭐ 2785 [COMMUNITY-TOOL] - [cloudnativesimplified.substack.com: kcp: Kubernetes-like control plane](https://cloudnativesimplified.substack.com/p/tool-series-1-kcp) [COMMUNITY-TOOL] - - [github.com/clusternet](https://github.com/clusternet/clusternet) ⭐ 1437 [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) ⭐ 1450 [COMMUNITY-TOOL] - - [Deckhouse: NoOps Kubernetes platform 🌟](https://github.com/deckhouse/deckhouse) ⭐ 1311 [COMMUNITY-TOOL] - [kubeip.com](https://kubeip.com) [COMMUNITY-TOOL] - 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- [kluctl.io 🌟](https://kluctl.io) [COMMUNITY-TOOL] - - [github.com/sl1pm4t/k2tf: Kubernetes YAML to Terraform HCL converter](https://github.com/sl1pm4t/k2tf) ⭐ 1229 [COMMUNITY-TOOL] - - [PaloAltoNetworks/rbac-police](https://github.com/PaloAltoNetworks/rbac-police) ⭐ 353 [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] - [betterprogramming.pub: Dependency-Free Kubernetes Cluster Monitoring](https://betterprogramming.pub/dependency-free-kubernetes-cluster-monitoring-5f7aa2f038d9) [COMMUNITY-TOOL] - - [k9scli.io](https://k9scli.io) [COMMUNITY-TOOL] - - [K9s - Kubernetes CLI To Manage Your Clusters In Style!](https://github.com/derailed/k9s) ⭐ 33962 [DE FACTO STANDARD] - [medium.com/@fwiles: k9s EKS Context Error](https://medium.com/@fwiles/k9s-eks-context-error-7ff18df7547f) [COMMUNITY-TOOL] - [tonylixu.medium.com: K8s Tools — K9s, Terminal Based UI to Manage Your Cluster](https://tonylixu.medium.com/devops-in-k8s-k9s-terminal-based-ui-to-manage-your-cluster-85b4f147e209) [COMMUNITY-TOOL] - [medium.com/@gavinklfong: 8 tips to incredibly boost the efficiency of command' execution on Kubernetes using k9s](https://medium.com/@gavinklfong/8-tips-to-incredibly-boost-the-efficiency-of-command-execution-on-kubernetes-using-k9s-a515a90a3a27) [COMMUNITY-TOOL] - - [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) ⭐ 782 [COMMUNITY-TOOL] - - [vladimirvivien/ktop](https://github.com/vladimirvivien/ktop) ⭐ 1093 [COMMUNITY-TOOL] - - [github.com/oslabs-beta/ClusterWatch](https://github.com/oslabs-beta/ClusterWatch) ⭐ 135 [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) ⭐ 2670 [COMMUNITY-TOOL] - - [kubevirt](https://github.com/kubevirt/kubevirt) ⭐ 6900 [ENTERPRISE-STABLE] - - [kubeinvaders](https://github.com/lucky-sideburn/kubeinvaders) ⭐ 1107 [COMMUNITY-TOOL] - - [mlrun](https://github.com/mlrun/mlrun) ⭐ 1672 [COMMUNITY-TOOL] - - [odigos](https://github.com/odigos-io/odigos) ⭐ 3657 [ENTERPRISE-STABLE] - - [Grafana OnCall OSS](https://grafana.com/oss/oncall) [COMMUNITY-TOOL] - [RBAC Wizard: Herramienta para visualizar y analizar la configuración RBAC' de Kubernetes](https://t.…) [COMMUNITY-TOOL] - - [Bank Vaults: Un Cuchillo Suizo para HashiCorp Vault en Kubernetes](https://github.com/bank-vaults/bank-vaults) ⭐ 2254 [COMMUNITY-TOOL] - [K3s vs Talos Linux](https://faun.pub/k3s-vs-talos-linux-8a1e0dce9a77) [COMMUNITY-TOOL] - [Atomic ConfigMap Updates in Kubernetes: How Symlinks and Kubelet Make It' Happen](https://medium.com/itnext/atomic-configmap-updates-in-kubernetes-how-symlinks-and-kubelet-make-it-happen-21a44338c247) [COMMUNITY-TOOL] - - [ASCIIFlow](https://asciiflow.com/#) [COMMUNITY-TOOL] ## AI Infrastructure @@ -535,8 +87,40 @@ #### Kube-Ray - **(2025)** [Kube-Ray](https://github.com/ray-project/kuberay) ⭐ 2541 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — 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. +## API Gateway + +### OpenAPI + +#### Ingress Generators + + - **(2023)** [kubeshop/kusk: use OpenAPI to configure Kubernetes](https://github.com/kubeshop/kusk) ⭐ 7 [GO CONTENT] 🌟 [LEGACY] — Kusk is an OpenAPI-driven code generator and routing manager designed to build ingress configurations (mainly Envoy/Ambassador) directly from OpenAPI schemas. Live Grounding in 2026 reveals that Kubeshop has archived the Kusk project, directing engineers instead toward native Gateway API implementations. +## Application Architecture + +### API Gateway (1) + +#### gRPC and REST + + - **(2026)** [==grpc-ecosystem/grpc-gateway: gRPC-Gateway==](https://github.com/grpc-ecosystem/grpc-gateway) ⭐ 19918 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — gRPC-Gateway is an essential reverse-proxy tool that automatically translates incoming RESTful JSON requests into high-performance gRPC calls. By parsing protobuf service definitions, it maintains single-source API schemas while accommodating heterogeneous web clients. This tool is widely adopted across high-throughput microservice meshes that require seamless external-facing REST APIs. ## Application Delivery +### Admission Control + +#### Webhooks SDK + + - **(2024)** [==kubewebhook==](https://github.com/slok/kubewebhook) ⭐ 630 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A powerful SDK designed to streamline the implementation of Mutating and Validating Admission Webhooks in Go. It handles the low-level JSON patching and routing boilerplate, allowing developers to focus solely on custom validation rules and business policies. +### Build Tools + +#### Kubernetes-Native Build + + - **(2024)** [shipwright-io/build: shipwright](https://github.com/shipwright-io/build) ⭐ 810 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Shipwright is an extensible, CNCF-backed framework for building container images directly within Kubernetes. By utilizing Tekton pipelines under the hood, Shipwright abstractly supports multiple build strategies, including Kaniko, Cloud Native Buildpacks, and Source-to-Image. It enables platform engineering teams to define a secure, centralized image-building service for developers. +#### Source-to-Image + + - **(2024)** [**openshift/source-to-image**](https://github.com/openshift/source-to-image) ⭐ 2536 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Source-to-Image (S2I) is an enterprise-hardened build tool that compiles source code directly into ready-to-run container images by injecting code into a builder image. Originally built as a core component of Red Hat OpenShift, it offers repeatable, secure, and Dockerfile-free image builds. S2I remains highly relevant for secure enterprise workflows avoiding privileged Docker socket access. +### CICD + +#### GitOps + + - **(2026)** [**werf/werf**](https://github.com/werf/werf) ⭐ 4694 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Werf is a mature, GitOps-driven deployment tool that bridges the gap between raw application code and active Kubernetes clusters. By handling container builds, Helm chart execution, and multi-tier rollout monitoring under a single interface, it simplifies continuous integration pipelines. Live grounding shows robust enterprise adoption due to its deterministic rebuild prevention and active build caching. ### Configuration Management #### Automation @@ -545,19 +129,56 @@ #### Docker Compose Migration - **(2021)** [Kev](https://github.com/appvia/tako) ⭐ 72 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A tool to orchestrate application deployments on Kubernetes using Docker Compose files. It templatizes deployments, allowing developers to scale their compose configurations across multiple target environments with environment-specific overrides. +#### Jsonnet + + - **(2026)** [**tanka**](https://github.com/grafana/tanka) ⭐ 2670 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Grafana Tanka is an enterprise-grade configuration utility that uses the Jsonnet programming language to generate declarative Kubernetes manifests. By replacing raw YAML files with reusable functions and nested structures, Tanka ensures clean modularity across complex multi-cluster environments. It is highly valued for managing complex observability deployments like Prometheus and Grafana stacks. #### Secret Distribution - **(2017)** [**kubeops/config-syncer: Config Syncer (previously Kubed)**](https://github.com/config-syncer/config-syncer) ⭐ 1017 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Config Syncer (previously known as Kubed) is a Kubernetes operator designed to sync ConfigMaps and Secrets across multiple namespaces or cluster systems. It allows operations teams to configure central payloads with dynamic automated replication. #### Templating - **(2020)** [Kerbi 🌟](https://github.com/xavier-mt/kerbi) ⭐ 14 [RUBY CONTENT] 🌟 [COMMUNITY-TOOL] — A lightweight Ruby-based framework to generate, validate, and manage Kubernetes configurations. It allows writing clean, reusable Ruby manifests instead of raw YAML structures to simplify application templates. -### GitOps +### Frameworks + +#### Case Studies + + - **(2021)** [evilmartians.com: Kubing Rails: stressless Kubernetes deployments with Kuby](https://evilmartians.com/chronicles/kubing-rails-stressless-kubernetes-deployments-with-kuby) 🌟🌟🌟 [COMMUNITY-TOOL] — A comprehensive developer case study by Evil Martians on utilizing Kuby to containerize and deploy complex Ruby on Rails applications. It highlights how Kuby solves the common configuration overhead of asset compilation, database migrations, and sidekiq worker scaling inside Kubernetes. +#### Ruby on Rails + + - **(2022)** [Kuby](https://getkuby.io) [RUBY CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Kuby is a configuration and deployment wrapper tailored for Ruby on Rails applications running on Kubernetes. It abstracts the creation of complex Dockerfiles, Helm charts, and ingress resources into a single Ruby DSL, enabling Rails developers to deploy to cloud clusters without deep Kubernetes expertise. +### GitOps (1) #### Continuous Delivery - **(2020)** [**PipeCD**](https://github.com/pipe-cd/pipecd) ⭐ 1290 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — PipeCD is a GitOps-style continuous delivery system supporting multi-cloud and multi-tenant environments. It coordinates deployments across Kubernetes, serverless, and cloud infrastructure with advanced strategies like canary and blue-green. +#### Controllers + + - **(2021)** [==slipway: A Kubernetes controller to automate gitops provisioning==](https://github.com/slipway-gitops/slipway) ⭐ 47 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A minimalist GitOps controller engineered to automate workflow provisioning directly from Git sources. By targeting declarative configurations, it offers lightweight state reconciliation for team workspaces. Current analysis shows minimal active development, as the industry gravitated toward mature engines like ArgoCD. +#### Declarative Deployments + + - **(2026)** [kluctl.io 🌟](https://kluctl.io) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Kluctl is an advanced, GitOps-aligned deployment engine designed to solve configuration issues in large, multi-environment deployments. Unlike tools bound solely to raw Helm templates, Kluctl allows complex variable interpolation, target targeting, and automated validation inside its native lifecycle. It is highly regarded for bridging the functional gap between raw templating and robust GitOps workflows. +#### Edge Deployments + + - **(2025)** [==Raspbernetes - Kubernetes Cluster: k8s-gitops==](https://github.com/xUnholy/k8s-gitops) ⭐ 634 [YAML CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A robust, real-world case study and GitOps reference repository optimized for ARM-based Raspberry Pi clusters. Incorporates high-availability deployment structures using Flux, K3s, and modern observability stacks. Serves as a great architectural resource. +#### Manifest Generation + + - **(2022)** [Manifesto 🌟](https://gitlab.com/jackatbancast/manifesto) [GO CONTENT] [COMMUNITY-TOOL] — A template compilation utility hosted on GitLab. It parses raw configuration definitions into valid YAML files ready for ingestion by standard GitOps tools. Offers a lightweight templating workflow for smaller operations. +#### Release Management + + - **(2024)** [==gimletd - the GitOps release manager==](https://github.com/gimlet-io/gimletd) ⭐ 24 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A modern GitOps release management controller bridging developer workflows and active Git repositories. Gimletd acts as a release queue, facilitating pull request previews, rolling deployments, and instant rollbacks. Offers an intuitive UI alternative for deployment-heavy dev teams. +#### State Reconciliation + + - **(2023)** [==qontract==](https://github.com/app-sre/qontract-server) ⭐ 16 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An enterprise configuration server that leverages GraphQL to manage infrastructure states and reconcile multi-tenant declarations. Developed as part of App-SRE tooling, it facilitates continuous delivery by organizing configuration data. It continues to see specialized internal usage for large platform configurations. +### Marketplaces and Portals + +#### Lifecycle Management + + - **(2022)** [==openpitrix 🌟==](https://github.com/openpitrix/openpitrix) ⭐ 878 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A portal and packaging engine built to manage application lifecycles across multiple cloud environments. Once served as a core application distribution layer for orchestrators. It has transitioned into maintenance-only/legacy status as GitOps became the dominant delivery paradigm. ### Packaging +#### Air-gapped Deployment + + - **(2021)** [==sheaf==](https://github.com/bryanl/sheaf) ⭐ 30 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A packaging utility designed to compile Kubernetes application manifests and associated container image layers into standalone relocatable archives. Crucial for provisioning air-gapped systems or on-prem environments. The project is archived, with users directed to standard solutions like Carvel or Helm. #### Developer Platforms - **(2022)** [acorn-io/acorn](https://github.com/obot-platform/obot) ⭐ 828 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Acorn, which evolved towards the Obot platform under its maintainers, is a container-native application deployment framework. It simplifies standard Kubernetes complexity, packaging microservices, networks, and storage into clean, self-contained runtimes. @@ -566,6 +187,85 @@ ##### Operators - **(2024)** [==KubePlus - Kubernetes Operator to deliver Helm charts as-a-service 🌟==](https://github.com/cloud-ark/kubeplus) ⭐ 735 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Delivers Helm charts as managed services by generating dynamic APIs. It secures multi-tenant pipelines, enforces platform utilization policies, and integrates Helm deployments with custom billing engines. +### Packaging and Bundling + +#### Case Studies (1) + + - **(2021)** [Kubernetes Kpt in The Wild: What it is and how to use it 🌟](https://labs.meanpug.com/kubernetes-kpt-in-the-wild) [NONE CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — A comprehensive deep-dive tutorial demonstrating how to use Google's Kpt for declarative, configuration-based package management. Explores practical manipulation of YAML manifests using Go and Starlark functions inside modern GitOps pipelines. +#### Standards + + - **(2024)** [cnab.io: CNABs facilitate the bundling, installing and managing of container-native' apps — and their coupled services](https://cnab.io) [NONE CONTENT] [COMMUNITY-TOOL] — The Cloud Native Application Bundle (CNAB) specification is a unified ecosystem standard for packaging, installing, and managing multi-service distributed apps. It merges disparate structures like Helm, Terraform, and Docker images into one lifecycle contract. The initiative is critical for complex hybrid-cloud delivery. +### Platform-as-a-Service + +#### Developer Experience + + - **(2025)** [**epinio/epinio**](https://github.com/epinio/epinio) ⭐ 590 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Epinio is an open-source, lightweight PaaS built on top of Kubernetes, designed to offer an app-push developer experience similar to Heroku or Cloud Foundry. Created by SUSE, it handles code compilation, ingress configuration, and TLS provisioning out-of-the-box, allowing developers to deploy applications with a single CLI command without managing raw YAML. +#### Internal Developer Platforms + + - **(2024)** [**Qovery/engine: Qovery Engine 🌟**](https://github.com/Qovery/engine) ⭐ 2446 [RUST CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Qovery Engine is a high-performance Rust-based library designed to provision and deploy applications on Kubernetes-based cloud infrastructure (AWS, GCP, Azure). Serving as the abstraction layer beneath the Qovery PaaS, it handles DNS, load balancers, database instances, and secure ingress configurations. It provides a developer-centric alternative to raw Helm or Terraform code. +### Serverless and BaaS + +#### Development Framework + + - **(2023)** [==space-cloud: Develop, Deploy and Secure Serverless Apps on Kubernetes.==](https://github.com/spacecloud-io/space-cloud) ⭐ 3993 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A Backend-as-a-Service and serverless engine designed to instantly deploy APIs and coordinate scale-to-zero workloads on Kubernetes. The project has moved to a legacy state as developers consolidated around mainstream serverless frameworks like Knative. +## Application Lifecycle + +### Continuous Deployment + +#### Git-based Builds + + - **(2019)** [**Gitkube 🌟**](https://github.com/hasura/gitkube) ⭐ 3849 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An early GitOps-oriented operator that allowed developers to build and deploy docker images on Kubernetes using a simple git push. It served as an entry point for lightweight CD before ArgoCD and Flux became mature corporate norms. +### Deployment Frameworks + +#### Declarative Config + + - **(2023)** [kubes 🌟](https://github.com/boltops-tools/kubes) ⭐ 102 [RUBY CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Kubes is a deployment framework that enables developers to build, prune, and deploy Docker images and Kubernetes manifests using clean, programmable configurations. It combines compilation and deployment phases into a unified workflow. +#### Developer Platforms (1) + + - **(2022)** [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) [MARKDOWN CONTENT] [CASE STUDY] [COMMUNITY-TOOL] — An analytical article examining Garden's approach to developer workflow automation on Kubernetes. It explains how Garden utilizes graph-based build-test-deploy cycles to unify development environments with production-grade setups. +### Deployment Tools + +#### Automated Pipelines + + - **(2019)** [k8sdeploy](https://github.com/pyang55/k8sdeploy) ⭐ 20 [SHELL CONTENT] 🌟 [COMMUNITY-TOOL] — A lightweight shell-based tool designed to deploy Kubernetes manifests and manage basic deployment rollouts. Primarily serving as a community utility for quick testing, it lacks modern GitOps integration and state tracking. +#### Developer Education + + - **(2021)** [thecloudblog.net: Managing Applications in Kubernetes with the Carvel Kapp' Controller](https://thecloudblog.net/post/managing-applications-in-kubernetes-with-the-carvel-kapp-controller) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A structured technical article detailing step-by-step implementation of the Carvel Kapp controller. It focuses on declaring complex application structures, resolving ordering issues, and managing standard GitOps reconciliation loops. +#### Resource Ordering + + - **(2026)** [kapp 🌟](https://carvel.dev/kapp) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Kapp is an extremely granular and robust deployment tool from the Carvel suite. It treats groups of resources as logical applications, calculating precise dependency graphs and displaying real-time execution plans. +### Image Building + +#### Cluster-Native Build + + - **(2021)** [kubectl build (formerly known as kubectl-kaniko)](https://github.com/kvaps/kubectl-build) ⭐ 148 [SHELL CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A kubectl plugin that allows developers to build container images directly within a remote Kubernetes cluster utilizing the Google Kaniko engine. This eliminates the requirement of running docker-in-docker or local build daemons. +### Manifest Generation (1) + +#### Abstraction Layers + + - **(2022)** [hyscale 🌟](https://github.com/hyscale/hyscale) ⭐ 445 [JAVA CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Hyscale provides an application-centric abstraction over raw Kubernetes YAML, allowing developers to define service requirements using a simplified, human-friendly syntax while compiling, containerizing, and deploying services under the hood. +#### Developer Education (1) + + - **(2021)** [hackernoon.com: How to Generate Kubernetes Manifests With a Single Command' (kompose)](https://hackernoon.com/how-to-generate-kubernetes-manifests-with-a-single-command) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A comprehensive guide focusing on the practical utilization of Kompose to bootstrap Kubernetes environments from Docker Compose configurations. It details structural transitions, manifest mapping, and best practices for streamlining developer workflows. +#### Migration Tools + + - **(2026)** [==Kompose (Kubernetes + Compose) 🌟==](https://github.com/kubernetes/kompose) ⭐ 10531 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kompose is the official translation tool for converting Docker Compose files into native Kubernetes manifests. By generating deployments, services, persistent volumes, and ingress resources automatically, it acts as the primary transition bridge to production environments. +### Migration Tools (1) + +#### Resource Conversion + + - **(2026)** [Move2Kube 🌟](https://github.com/konveyor/move2kube) ⭐ 411 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — An advanced migration tool that automates the translation of non-Kubernetes platforms (including Cloud Foundry and Docker Compose) into standard Kubernetes resources, including Helm charts, Kustomize overlays, and Tekton pipelines. +### Testing and Verification + +#### Health Checks + + - **(2021)** [seaworthy: A CLI to verify #Kubernetes resource health !! 🌟](https://github.com/cakehappens/seaworthy) ⭐ 39 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A testing-focused CLI utility used to run health checks and smoke tests against newly deployed Kubernetes resources. It validates endpoints, ingress routing, and pod states match expected operating metrics before promoting releases. +#### Integration Testing + + - **(2020)** [junit5-kubernetes](https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes) ⭐ 43 [JAVA CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — A JUnit 5 extension that allows Java developers to integrate Kubernetes clusters dynamically into their automated testing suites, provisioning temporary namespaces and managing resources during test lifecycles. +#### Local Harnesses + + - **(2018)** [k8s-harness 🌟](https://github.com/carlosonunez/k8s-harness) [RUBY CONTENT] [LEGACY] — A legacy testing framework designed to rapidly provision and tear down ephemeral Kubernetes development harnesses. While useful in early CI, modern virtual cluster setups like vcluster or Kind provide much higher speed and fidelity. ## Application Migration ### Modernization @@ -576,6 +276,18 @@ #### Enterprise Portfolio Analysis - **(2021)** [redhat.com: How to streamline application portfolio modernization with Tackle](https://www.redhat.com/en/blog/tackle-application-modernization) [MARKDOWN CONTENT] 🌟🌟🌟 [LEGACY] — Red Hat's technical overview of Konveyor Tackle. It demonstrates how organizations evaluate huge legacy application portfolios, scoring them across technical complexity metrics to chart migrations to target Kubernetes clusters. +## Application Platforms + +### Deployment Frameworks (1) + +#### Ruby Deployment + + - **(2021)** [cuber-cloud/cuber-gem: CUBER](https://github.com/cuber-cloud/cuber-gem) ⭐ 714 [RUBY CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Cuber is a deployment tool tailored specifically for Ruby environments. It packages Rails and Rack codebases and automates deployment execution onto Kubernetes backends with zero complex YAML writing. +### PaaS Frameworks + +#### Developer Experience (1) + + - **(2020)** [theketchio/ketch 🌟](https://github.com/theketchio/ketch) ⭐ 662 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — An application-focused interface that delivers PaaS-like abstractions directly on top of raw Kubernetes API layers. Ketch handles networking, domain configurations, and ingress controls through unified application interfaces. ## Architecture and Visualization ### Kubernetes Visualizer @@ -583,6 +295,39 @@ #### Go - **(2021)** [cloudogu/k8s-diagrams](https://github.com/cloudogu/k8s-diagrams) ⭐ 339 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A specialized CLI utility built to parse Kubernetes live states and manifest specifications directly into clean, structured architectural diagrams. Resolves the operational pain point of manual cluster mapping, providing engineers with an accurate visual layout of active workloads, routes, and cluster components. +## Autoscaling + +### Custom Metrics + +#### Development Tools + + - **(2024)** [jthomperoo/k8shorizmetrics](https://github.com/jthomperoo/k8shorizmetrics) ⭐ 41 [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An extensible Go library designed to replicate the calculation logic of the standard Horizontal Pod Autoscaler (HPA). This enables custom controller authors or simulator developers to run local evaluations on raw telemetry data to validate scaling algorithms. +### Resource Provisioning + +#### Cost Optimization + + - **(2022)** [**aws.amazon.com: Using Amazon EC2 Spot Instances with Karpenter**](https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-karpenter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An official AWS architectural guide explaining how to leverage EC2 Spot Instances with Karpenter. It dives deep into allocation strategies, capacity-optimized spot provisioning, and graceful node termination handling via Karpenter's integrated interruption handler, guaranteeing high availability at minimum expense. +#### Industry News + + - **(2022)** [infoq.com: AWS Releases Multi-Cloud Kubernetes Autoscaler Karpenter](https://www.infoq.com/news/2022/01/karpenter-kubernetes-autoscaler) 🌟🌟 [COMMUNITY-TOOL] — An architectural review of Karpenter's multi-cloud aspirations, discussing its modular architecture designed to eventually support non-AWS providers like Azure and GCP. The piece highlights Karpenter's native API integration and dynamic workload scheduling. + - **(2021)** [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] — TechCrunch's launch coverage of Karpenter, detailing AWS's strategic move to address Kubernetes Autoscaler inefficiencies. The article outlines Karpenter's direct EC2 provisioning architecture, positioning it as an open-source, vendor-agnostic tool designed to improve cluster scaling speed and cost-efficiency. +#### Just-in-Time Nodes + + - **(2026)** [==Karpenter==](https://karpenter.sh) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Karpenter is a high-performance, Kubernetes-native cluster autoscaler originally developed by AWS and now part of the CNCF. Unlike traditional Cluster Autoscalers that interact with node groups, Karpenter bypasses orchestrator limits to provision customized compute instances directly based on pending pod requirements. This drastically minimizes scheduling latency and optimizes bare-metal/EC2 pricing and spot resource usage. +#### Technical Analysis + + - **(2022)** [itnext.io: Karpenter: Open-Source, High-Performance Kubernetes Cluster Autoscaler](https://itnext.io/karpenter-open-source-high-performance-kubernetes-cluster-autoscaler-d56e3ab06aae) 🌟🌟🌟 [COMMUNITY-TOOL] — A comprehensive technical deep dive on Karpenter's group-less autoscaling paradigm. The author compares Karpenter's pod-bound scheduling engine against AWS Auto Scaling Groups (ASGs), illustrating how Karpenter's 'just-in-time' provisioning achieves sub-minute node startup times while dynamically consolidating bin-packed workloads. +#### Tutorials + + - **(2022)** [blog.kloia.com: Karpenter Cluster Autoscaler](https://blog.kloia.com/karpenter-cluster-autoscaler-76d7f7ec0d0e) 🌟🌟🌟 [COMMUNITY-TOOL] — This practical guide walks through configuring Karpenter on AWS EKS. It outlines essential IAM roles, Helm deployment values, and Karpenter 'Provisioner' (NodePool) definitions. A structured onboarding resource for platform engineers transitioning away from Kubernetes Cluster Autoscaler. + - **(2022)** [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] — The first installment of a tutorial series explaining why Karpenter outperforms traditional autoscaling models. The article details the core operational differences, node-provisioning delays in older architectures, and provides a clear breakdown of Karpenter's YAML configuration structures. +## CICD and Delivery + +### Supply Chain Security + +#### Artifact Signing + + - **(2021)** [tektoncd/chains](https://github.com/tektoncd/chains) ⭐ 271 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A custom controller from the Tekton project that handles supply chain security by signing tasks and pipeline run artifacts. Integrated with Sigstore, it generates cryptographic proof and provenance data to secure continuous delivery pipelines. ## CICD Pipeline ### GitHub Actions @@ -610,6 +355,13 @@ #### Schema Generation - **(2026)** [TerraSchema: Generate JSON Schema from Terraform Configurations](https://github.com/HewlettPackard/terraschema) ⭐ 71 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A specialized CLI tool that parses declared Terraform configurations to generate structural JSON Schemas. Useful for running runtime validation scripts on dynamic inputs or verifying API schemas during configuration processing. +## Cloud Native + +### Kubernetes + +#### CICD and Builds + + - **(2026)** [container-registry.com: Lifting Developers’ Productivity 🌟](https://container-registry.com/posts/productivity-lift-buildkit-cli-for-kubectl) [N/A CONTENT] [COMMUNITY-TOOL] — An analysis of the BuildKit CLI integration for 'kubectl'. It empowers developers to build container images directly within active Kubernetes execution scopes, leveraging distributed cache backends and eliminating local docker daemon dependencies. ## Cloud Native Networking ### Service Proxy @@ -619,7 +371,7 @@ - **(2020)** [ekglue - Envoy/Kubernetes glue](https://github.com/jrockway/ekglue) ⭐ 29 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A lightweight utility developed to bridge Envoy configuration directly with Kubernetes API endpoints. It parses Kubernetes services and endpoints to dynamically construct Envoy-compatible bootstrap configurations. While highly illustrative of early custom control plane mechanics, it has largely been superseded by native Kubernetes Gateway API and modern Envoy-based ingress controllers. ## Cloud Native Platforms -### Kubernetes +### Kubernetes (1) #### Multi-Arch Telemetry @@ -628,17 +380,154 @@ ### Infrastructure Security -#### Admission Control +#### Admission Control (1) - **(2021)** [==Guard==](https://github.com/kubeguard/guard) ⭐ 620 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Guard (by Appscode) is an advanced authentication and authorization engine built for Kubernetes, allowing secure webhook integrations with identity providers. Useful for scaling zero-trust validation within multi-tenant clusters. +## Cloud-Native Platforms + +### Continuous Delivery (1) + +#### GitOps (2) + + - **(2021)** [itnext.io: Kubernetes GitOps Tools](https://itnext.io/kubernetes-gitops-tools-cf0247eb5368) [YAML CONTENT] [COMMUNITY-TOOL] — Detailed breakdown contrasting standard GitOps tools within the CNCF ecosystem. Focuses on execution differences between declarative state reconciliation models (e.g., Argo CD, Flux) and evaluates how security policies and continuous compliance are woven into these engines. +### Developer Experience (2) + +#### Curation + + - **(2022)** [opensource.com: 5 open source tools for developing on the cloud](https://opensource.com/article/22/4/open-source-tools-developing-cloud) [BASH CONTENT] [COMMUNITY-TOOL] — Reviews five open-source utilities designed to simplify the cloud development process. Explores patterns including container build optimization, local virtualization engines, and infrastructure code validations to help developers minimize localized feedback loops. +### Kubernetes Operations + +#### Curation (1) + + - **(2026)** [==collabnix.github.io/kubetools 🌟==](https://collabnix.github.io/kubetools) [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An extensive community-driven index of Kubernetes open-source software, CLI wrappers, and development utilities. Acts as a prominent repository of engineering resources, classifying tools by functional domain from development platforms to production monitoring. + - **(2023)** [virtualizationhowto.com: Kubernetes Best Kubernetes Management Tools in' 2023](https://www.virtualizationhowto.com/2023/08/best-kubernetes-management-tools-in-2023) [BASH CONTENT] [COMMUNITY-TOOL] — Highlights and compares top-tier administration and orchestration tools for Kubernetes platforms. Discusses the evolution of dashboards, CLI controllers, multi-cluster consoles, and local cluster engines optimized for professional administration in hybrid-cloud setups. + - **(2023)** [coruzant.com/appdev: Kubernetes Management: Tools and Best Practices](https://coruzant.com/appdev/kubernetes-management-tools-and-best-practices) [BASH CONTENT] [COMMUNITY-TOOL] — Focuses on administrative practices and tools used to orchestrate complex Kubernetes applications. It outlines key principles of cluster lifecycle management, scaling rules, security integration, and centralized control strategies for platform engineers. + - **(2022)** [cyberithub.com: 70+ Important Kubernetes Related Tools You Should Know About](https://www.cyberithub.com/70-important-kubernetes-related-tools-you-should-know-about) [BASH CONTENT] [COMMUNITY-TOOL] — High-density reference list compiling over 70 popular Kubernetes utilities, engines, and extensions. Covers critical platform operations areas including ingress controllers, monitoring agents, security checkers, network analyzers, and backup utilities. + - **(2021)** [collabnix.com: Top 10 Kubernetes Tools You Need for 2021 – Part 1](https://collabnix.com/top-10-kubernetes-tools-you-need-for-2021) [BASH CONTENT] [COMMUNITY-TOOL] — A curated industry roundup detailing popular and utility-driven Kubernetes management tools. Highlights solutions targeting troubleshooting, security analysis, and configuration auditing, providing engineers with a concise menu of modern infrastructure tooling. + - **(2021)** [youtube: 10 Must-Have Kubernetes Tools | DevOps Toolkit](https://www.youtube.com/watch?v=CB79eTFbR0w&feature=youtu.be&ab_channel=DevOpsToolkit) [BASH CONTENT] [COMMUNITY-TOOL] — Video review explaining 10 top-tier tooling integrations designed to optimize development and ops inside Kubernetes clusters. Covers developer environments, CLI replacements, policy engines, and local deployment options to elevate developer velocity. +### Kubernetes Security + +#### Curation (2) + + - **(2022)** [developers.redhat.com: 8 open source Kubernetes security tools](https://developers.redhat.com/articles/2022/06/20/8-open-source-kubernetes-security-tools#) [GO CONTENT] [COMMUNITY-TOOL] — Evaluates eight open-source security utilities critical for securing containerized environments. Highlights runtime threat detectors, IaC scanners, policy compliance checkers, and secrets managers, discussing deployment strategies for secure platform engineering. +## Cluster Lifecycle + +### Upgrades and Compliance + +#### Static Analysis + + - **(2019)** [==github.com/kubepug/kubepug: Deprecations AKA KubePug - Pre UpGrade (Checker)' ⭐==](https://github.com/kubepug/kubepug) ⭐ 1835 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — KubePug checks local resources against upcoming Kubernetes API deprecations and removals. By parsing live resources or raw manifest directories, it provides warning indicators mapping to the designated target version's deprecation roadmap. This tool forms a critical gate inside pipeline verifications. ## Cluster Management +### Autoscaling (1) + +#### Dynamic Scaling + + - **(2022)** [custom-pod-autoscaler](https://github.com/jthomperoo/custom-pod-autoscaler) ⭐ 300 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — A framework allowing developers to write custom pod autoscaling logic inside Kubernetes, bypassing rigid HPA limitations. By supporting custom metrics, user-defined shell scripts, or HTTP APIs, it enables fine-grained scaling patterns tailored to specialized processing workloads. +### Backup and Recovery + +#### Cluster Replication + + - **(2021)** [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 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — This utility clones dynamic Kubernetes cluster state representations directly into a local Docker container for offline querying. By replicating live configurations into a sandboxed environment, it enables safe security audits. +#### State Replication + + - **(2020)** [Cluster Cloner 🌟](https://github.com/doitintl/clustercloner) ⭐ 33 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A command-line utility used to replicate or clone the configuration of a GKE cluster into another GKE cluster. While useful during early GCP iterations, it has been superseded by structured GitOps methodologies and multi-cluster tools like Velero. +### Bare Metal + +#### Telecom Platforms + + - **(2023)** [telekom/das-schiff](https://github.com/telekom/das-schiff) ⭐ 366 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Das Schiff is Deutsche Telekom's production-grade engine for bootstrapping and operating bare-metal, highly resilient Kubernetes clusters designed for telecom and network functions virtualization (NFV). Utilizing declarative GitOps principles, it enables robust infrastructure management at scale, complying with extreme security and low-latency network constraints. +### Cloud Provisioning + +#### Multi-tenant Provisioner + + - **(2021)** [salesforce/Craft](https://github.com/salesforce/craft) ⭐ 91 [GO CONTENT] [ADVANCED LEVEL] 🌟 [LEGACY] — Salesforce Craft was a specialized framework built for designing, orchestrating, and provisioning scalable multi-tenant infrastructure. It has since been archived, with its capabilities transitioned to Cloud Provider APIs and Cluster API. +### Configuration Management (1) + +#### Dynamic Metadata + + - **(2021)** [Tagger](https://github.com/ricardomaraschini/tagger) ⭐ 15 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A custom controller designed to monitor container image registries and automatically update reference tags on corresponding deployment resources upon registry changes, though now generally managed by GitOps controllers like Argo Image Updater. +### Cost Optimization (1) + +#### Metrics Analysis + + - **(2018)** [Compass 🌟](https://github.com/winfordlin/Compass) [GO CONTENT] [COMMUNITY-TOOL] — An early monitoring-adjacent helper tool built to observe pod scheduling metrics and identify suboptimal deployment sizes. Long since abandoned, modern alternatives like Kubecost and OpenCost provide the comprehensive telemetry required. +#### Resource Control + + - **(2019)** [kubeonoff](https://github.com/GambitResearch/kubeonoff) ⭐ 24 [PYTHON CONTENT] 🌟 [COMMUNITY-TOOL] — A simple web dashboard designed to allow non-technical team members to scale Kubernetes deployments and statefulsets down to zero or back up. Serves as an early operational utility for dev environment cost reduction. ### GUI Tools #### Desktop Clients - **(2024)** [**FreeLens**](https://github.com/freelensapp/freelens) ⭐ 5146 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — FreeLens is a lightweight, open-source alternative desktop client for managing Kubernetes clusters. It provides platform operators with real-time visual telemetry and container log streams, optimizing daily operational tasks without complex terminal overhead. - **(2025)** [Kubeterm: Graphical Management Tool for Kubernetes](https://github.com/kbterm/kubeterm) ⭐ 211 [TYPESCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An open-source desktop client designed to simplify Kubernetes administration and performance monitoring. By rendering graphical resource mappings, it significantly lowers the cognitive load required to debug deployments, services, and complex namespaces. +### Hardware Discovery + +#### Node Labeling + + - **(2018)** [kubernetes-sigs/node-feature-discovery: Node feature discovery for Kubernetes](https://github.com/kubernetes-sigs/node-feature-discovery) ⭐ 1045 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — A Kubernetes SIG project that scans hardware attributes and custom system configurations across cluster nodes. It labels nodes automatically based on attributes like GPUs, instruct sets, or custom kernel attributes. +### Localization + +#### Timezone Controller + + - **(2021)** [k8tz/k8tz: Kubernetes Timezone Controller](https://github.com/k8tz/k8tz) ⭐ 524 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An admission controller that automates timezone configuration inside Kubernetes container workloads. It mounts host tzdata directories and sets dynamic environment options without manual pod manifest updates. +### Multi-Cluster Orchestration + +#### Case Studies (2) + + - **(2021)** [thenewstack.io: Kubermatic Kubernetes Platform Beats Complexity Through' Automation](https://thenewstack.io/kubermatic-kubernetes-platform-beats-complexity-through-automation) 🌟🌟🌟 [COMMUNITY-TOOL] — A deep dive into Kubermatic's architectural paradigm, focusing on its resource-efficient 'Kubernetes-in-Kubernetes' approach. The article explains how hosting tenant control planes as ordinary container workloads inside a central administrative cluster solves scaling bottlenecks and reduces costs by up to 5%. +#### Enterprise Control Plane + + - **(2026)** [**Kubermatic Kubernetes Platform 🌟**](https://github.com/Kubermatic/Kubermatic) ⭐ 1281 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Kubermatic Kubernetes Platform (KKP) is a high-performance multi-cluster management engine that automates the lifecycle of thousands of Kubernetes clusters. By running control planes as containers within a master cluster (Kubernetes-in-Kubernetes), KKP drastically reduces resource overhead and simplifies multi-cloud operations. It is widely adopted by European enterprises prioritizing sovereign, multi-tenant infrastructure. +#### Federated Deployments + + - **(2021)** [moule3053/mck8s](https://github.com/moule3053/mck8s) ⭐ 73 [GO CONTENT] 🌟🌟 [EMERGING] — MCK8s (Multi-Cluster Kubernetes) is an experimental open-source multi-cluster orchestration scheduler. It aims to intelligently distribute workloads across distinct geographical or multi-cloud Kubernetes clusters based on custom latency, cost, or compliance constraints. While theoretically robust, it remains an early-stage academic and community project. +#### Hyperscale Management + + - **(2026)** [**Gardener**](https://github.com/gardener/gardener) ⭐ 3394 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Gardener is an advanced open-source CNCF incubating platform designed to manage the lifecycle of thousands of Kubernetes clusters (called shoot clusters) across diverse cloud environments using the 'Kubernetes-on-Kubernetes' pattern. It implements control planes as pods inside admin seeds, ensuring unified, scalable, and highly automated cloud-agnostic day-2 operations. +### Multi-Tenancy + +#### Virtualization + + - **(2026)** [vcluster.com](https://www.vcluster.com) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — vcluster represents the industry-leading standard for running virtual Kubernetes clusters inside a single physical host namespace. It isolates the control plane, including API servers, storage, and controllers, reducing resource overhead compared to dedicated hardware nodes. This architecture significantly accelerates testing cadences and simplifies complex multi-tenant control paradigms. +### Operator Frameworks + +#### Automation Scripts + + - **(2026)** [**Shell-operator**](https://github.com/flant/shell-operator) ⭐ 2603 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Shell-operator allows system administrators and developers to build fully-featured Kubernetes operators using standard bash, python, or other scripting languages. By watching cluster events and executing scripts, it simplifies dynamic automation. +### Performance Tuning + +#### Image Caching + + - **(2026)** [kube-fledged](https://github.com/senthilrch/kube-fledged) ⭐ 1370 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — Kube-fledged is an operator designed to pre-pull and cache container images directly on designated worker nodes. This eliminates pull latency during rapid autoscaling events or emergency failovers, optimizing startup performance. +### Provisioning + +#### Declarative Clusters + + - **(2024)** [**kubermatic/kubeone 🌟**](https://github.com/kubermatic/kubeone) ⭐ 1513 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — KubeOne is a highly opinionated, declarative Kubernetes cluster provisioning and lifecycle management tool. Utilizing the Cluster API under the hood, it automates the creation, upgrade, and maintenance of single control-plane or highly-available clusters across various cloud providers and bare-metal environments. +### Resource Cleanup + +#### Namespace Recovery + + - **(2022)** [NS Killer](https://github.com/germainlefebvre4/ns-killer) ⭐ 18 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A utility created to clean up persistent namespaces stuck in the Terminating state, often caused by lingering finalizers on external resources. It safely identifies blockages, clears remaining finalizers, and forces deletion without compromising API health. +### Resource Lifecycle + +#### Pod Reaper + + - **(2018)** [target/pod-reaper](https://github.com/target/pod-reaper) ⭐ 210 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An automated reaper utility designed to sweep, terminate, and clean up pods based on custom-defined schedules and rule parameters. It ensures platform efficiency by pruning dead workloads or stale containers. +### Resource Optimization + +#### Autoscaling (2) + + - **(2018)** [codeberg.org/hjacobs/kube-downscaler: Kubernetes Downscaler 🌟](https://codeberg.org/hjacobs/kube-downscaler) [PYTHON CONTENT] [COMMUNITY-TOOL] — A controller designed to scale down target environments (deployments, cronjobs, statefulsets) during night and weekend phases. It serves as an optimal solution to dramatically reduce cloud provider billing for staging environments. +### Scheduling and Node Assignment + +#### Admission Controllers + + - **(2020)** [node-policy-webhook](https://github.com/softonic/node-policy-webhook) ⭐ 17 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A Kubernetes Mutating Admission Webhook that automatically injects node selectors, tolerations, and node affinity rules into pods based on configured node policies. It has largely been superseded by native topology spreads and modern policy engines. +#### Dynamic Balancing + + - **(2026)** [==Descheduler for Kubernetes 🌟==](https://github.com/kubernetes-sigs/descheduler) ⭐ 5441 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly critical Kubernetes SIG project that addresses scheduling drift by continuously examining running pods against modified constraints, evicting pods that violate affinities, taints, topology spreads, or resource capacities. ## Configuration ### CDK and DSLs @@ -646,9 +535,45 @@ #### CDK8s - **(2026)** [==cdk8s==](https://github.com/cdk8s-team/cdk8s) ⭐ 4822 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The GitHub repository containing the core source code for CDK8s. It allows developers to model Kubernetes resources as structured code in TypeScript, Python, Java, or Go. It features full support for custom-generated CRDs, letting platform teams build clean, reusable configuration libraries. +## Configuration Management (2) + +### Declarative GitOps + +#### Kustomize Extensions + + - **(2023)** [kustomizer](https://kustomizer.dev) [GO CONTENT] 🌟🌟 [EMERGING] — Kustomizer is an experimental command-line tool designed to inspect, diff, and apply Kubernetes configurations packaged as OCI artifacts. Built on top of Kustomize principles, it attempts to streamline the delivery of customized YAML configurations directly from OCI registries. While innovative for GitOps pipelines, it remains a niche option compared to Helm or standard Kustomize. +#### Packaging (1) + + - **(2020)** [**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) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A declarative configuration packaging and customization tool based on the 'WYSIWYG' model. Leveraging KRM (Kubernetes Resource Model), it enables users to package, fetch, customize, and validate raw YAML files using a structured pipeline approach instead of complex templating. +### GitOps (3) + +#### Alternative Specs + + - **(2021)** [itnext.io: Keep it simple K8s. Kubernetes GitOps using Jabos](https://itnext.io/keep-it-simple-k8s-c0c68c46eabb) 🌟🌟 [COMMUNITY-TOOL] — A technical introduction to Jabos, showing how to replace sprawling nested YAML folders with a clean JavaScript-based GitOps deployment pipeline. The author walks through setting up a simple deployment and service using Jabos configurations. + - **(2021)** [Jabos](https://github.com/srfrnk/jabos) ⭐ 3 [JAVASCRIPT CONTENT] 🌟 [EMERGING] — Jabos (Just Another Bunch of Specs) is an experimental developer-centric GitOps workflow tool. It attempts to dramatically simplify Kubernetes configurations by utilizing abstract JSON/JS specifications instead of verbose YAML manifests, compiling down to standard Kubernetes APIs. While creative, it remains a low-adoption hobbyist project. +### IaC and SDKs + +#### CDK + + - **(2021)** [Introducing cdk8s+: Intent-driven APIs for Kubernetes objects](https://aws.amazon.com/es/blogs/containers/introducing-cdk8s-intent-driven-apis-for-kubernetes-objects) [ADVANCED LEVEL] [COMMUNITY-TOOL] — AWS blog introducing cdk8s+, an abstraction layer built on top of Cloud Development Kit for Kubernetes. Allows developers to programmatically compose secure, intent-driven configurations using object-oriented languages instead of flat YAML documents. +### Image Syncing + +#### Registry Integration + + - **(2023)** [==Sinker==](https://github.com/plexsystems/sinker) ⭐ 625 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A target reconciliation tool that syncs third-party container image dependencies directly into private container registries. Helps maintain air-gapped environments by verifying repository assets dynamically. +### SDK + +#### JSTS Manifests + + - **(2021)** [laurci/kubernate](https://github.com/laurci/kubernate) ⭐ 118 [TYPESCRIPT CONTENT] 🌟 [COMMUNITY-TOOL] — Kubernate is a JavaScript/TypeScript configuration SDK designed to generate Kubernetes manifests using familiar programming constructs instead of JSON or YAML. It offers developers structural safety, autocomplete, and simple dry-run compilation. Despite clean design, it operates in a crowded niche dominated by Pulumi and cdk8s. +### Upgrade Governance + +#### API Deprecations + + - **(2026)** [==Pluto is a cli tool to help discover deprecated apiVersions in Kubernetes 🌟==](https://github.com/FairwindsOps/pluto) ⭐ 2531 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — An essential static analysis tool that inspects files, Helm releases, and live clusters to detect deprecated or removed Kubernetes API versions. Prevents cluster upgrade disruptions by proactively targeting obsolete resource configurations. ## Container Orchestration -### Kubernetes (1) +### Kubernetes (2) #### EKS @@ -659,7 +584,7 @@ #### Cloud Emulation - - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14060 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. + - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14061 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. ## Continuous Integration and Delivery ### Cloud Native CI-CD @@ -667,6 +592,39 @@ #### Tekton UI Extensions - **(2021)** [tekline 🌟](https://github.com/joyrex2001/tekline) ⭐ 11 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Explores Tekline, a lightweight community-driven visualization and command-line helper tool for viewing the status of Tekton Pipeline runs. Bypasses the complex dashboard setups, providing developers with instant, readable feedback on pipeline step executions and container build logs directly in terminal dashboards. +## Curation (3) + +### Reference Guides + +#### Awesome Lists + + - **(2026)** [==ramitsurana/awesome-kubernetes: Tools 🌟==](https://github.com/ramitsurana/awesome-kubernetes#configuration) ⭐ 15992 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exhaustive resource collection tracking ecosystem projects, documentation, configurations, and utilities. It serves as a comprehensive reference guide for cloud-native architects looking to select vetted tooling across networking, storage, security, and developer platforms. +## Data Engineering + +### MLOps Platforms + +#### Orchestration + + - **(2026)** [mlrun](https://github.com/mlrun/mlrun) ⭐ 1672 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — MLRun is an open-source MLOps orchestration platform designed to streamline the lifecycle of machine learning pipelines on Kubernetes. It automates model training, tracking, and serving by turning raw Python functions into elastic, high-performance containerized workloads. Data platform teams rely on MLRun to deploy real-time inference models and scale distributed data preprocessing pipelines. +### Workload Scheduling + +#### Orchestration (1) + + - **(2026)** [==apache/dolphinscheduler: Apache DolphinScheduler 🌟==](https://github.com/apache/dolphinscheduler) ⭐ 14309 [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Apache DolphinScheduler is a highly scalable, distributed workflow visualization scheduler tailored for modern big data and machine learning architectures on Kubernetes. It enables enterprise operators to manage complex data dependency DAGs via drag-and-drop interfaces and robust API control. Its native integration with containerized engines like Spark, Flink, and MapReduce makes it an enterprise favorite. +## Data Operations + +### Data Pipeline + +#### Real-time Streaming + + - **(2025)** [github.com/DataCater/datacater (real-time, cloud-native data pipeline platform)](https://github.com/DataCater/datacater) ⭐ 83 [SCALA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — DataCater is a cloud-native platform designed to build real-time Change Data Capture (CDC) and data streaming pipelines. It helps transfer events cleanly across heterogeneous databases using declarative Kubernetes-native custom resources and lightweight containerized processors. +## Database + +### Operator + +#### Oracle + + - **(2024)** [El Carro: The Oracle Operator for Kubernetes 🌟](https://github.com/GoogleCloudPlatform/elcarro-oracle-operator) ⭐ 212 [GO CONTENT] 🌟🌟 [LEGACY] — An open-source Kubernetes operator developed by Google Cloud that automates the provisioning, lifecycle management, backup, restore, and monitoring of Oracle databases. It leverages Custom Resource Definitions (CRDs) to orchestrate complex Oracle database tasks in a declarative, cloud-native manner. In 2026, it continues to be a crucial tool for enterprises modernizing legacy database infrastructure. ## Database and Storage Management ### Data Administration @@ -674,9 +632,30 @@ #### UI Tools - **(2025)** [==SQL Studio: A Unified SQL Database Explorer==](https://github.com/frectonz/sql-studio) ⭐ 3546 [RUST CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — 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. +## Database Orchestration + +### Database-as-a-Service + +#### SaaS Builders + + - **(2022)** [kuberlogic](https://github.com/kuberlogic/kuberlogic) ⭐ 228 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Kuberlogic is an open-source operator-driven engine designed to turn standard open-source databases (PostgreSQL, MySQL, Redis) into a managed Database-as-a-Service (DBaaS) on Kubernetes. It automates backups, scaling, auto-healing, and monitoring, providing a self-hosted alternative to RDS. However, it remains a smaller community effort. +## Declarative Configuration + +### Operator (1) + +#### Jsonnet (1) + + - **(2021)** [jsonnet-controller](https://github.com/pelotech/jsonnet-controller) ⭐ 73 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A Kubernetes operator designed to evaluate Jsonnet templates and apply the generated manifests directly to the cluster. This allows teams to maintain dynamic, parameterized infrastructure definitions natively without external rendering steps. As of 2026, the project is relatively dormant but remains a unique reference for templating controllers. +## Delivery + +### CICD (1) + +#### Spinnaker + + - **(2022)** [Minnaker](https://github.com/armory/minnaker) ⭐ 156 [SHELL CONTENT] 🌟🌟 [LEGACY] — An installer package developed by Armory to spin up a single-node Spinnaker instance quickly inside a lightweight Kubernetes cluster (using K3s). It was designed to facilitate Spinnaker evaluations and local sandbox development. By 2026, as Spinnaker's market footprint contraction continued, the Minnaker repository is considered a legacy reference project. ## Deployment and Delivery -### CICD and Delivery +### CICD and Delivery (1) #### Developer Productivity @@ -687,8 +666,8 @@ #### Pulumi - - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) ⭐ 25298 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source, multi-cloud infrastructure platform that enables architects to build, deploy, and manage resources using general-purpose programming languages. Supports TypeScript, Go, Python, C#, and Java, using real language constructs like loops, functions, and standard testing libraries. -### Static Analysis + - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) ⭐ 25299 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source, multi-cloud infrastructure platform that enables architects to build, deploy, and manage resources using general-purpose programming languages. Supports TypeScript, Go, Python, C#, and Java, using real language constructs like loops, functions, and standard testing libraries. +### Static Analysis (1) #### Kubernetes Validation @@ -700,7 +679,7 @@ #### Terraform Release Management - **(2026)** [Terraform Module Releaser GitHub Action](https://github.com/techpivot/terraform-module-releaser) ⭐ 223 [TYPESCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An automated GitHub Action that manages release tagging, semantic version tracking, and registration publication processes for Terraform modules. Mitigates distribution overhead by auto-generating changelogs and managing tags. -## Developer Experience +## Developer Experience (3) ### CLI Tools @@ -716,12 +695,41 @@ #### Visual terminal - **(2019)** [kubernetes-sigs/kui](https://github.com/kubernetes-retired/kui) ⭐ 2899 [TYPESCRIPT CONTENT] 🌟🌟🌟 [LEGACY] — A hybrid visual/command-line tool built on Electron to interact with Kubernetes APIs. Note: This project is retired/archived by the Kubernetes-SIGs group; alternative options include active terminal tools such as k9s or Lens. +### CLI Utilities + +#### Container Access + + - **(2022)** [kube-exec 🌟](https://engineerd.github.io/kube-exec/introduction) [GO CONTENT] [COMMUNITY-TOOL] — A streamlined wrapper designed to optimize interactive container access via kubectl exec. Cuts through repetitive argument flags and targets pods using quick matches to establish terminal tunnels. +#### Context Management + + - **(2026)** [==kubectx + kubens: : Power tools for kubectl🌟🌟==](https://github.com/ahmetb/kubectx) ⭐ 19807 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Highly optimized command-line utilities for switching context configurations and namespaces inside kubectl. Indispensable for multi-cluster environments, they radically optimize developer productivity and prevent accidental target execution via clear interactive lists. + - **(2026)** [==fubectl==](https://github.com/kubermatic/fubectl) ⭐ 1002 [BASH CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A widely adopted wrapper layer of shell helper functions and interactive `fzf` auto-completers designed to supercharge kubectl navigation. Radically simplifies log inspections, shell attachment prompts, and port forwarding setups. + - **(2022)** [==**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 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A kubectl alternative implementing advanced routing logic and intelligent pattern-matching mechanisms. It dynamically resolves partial context names, namespaces, and resources, removing traditional operational frictions and speeding up interactive CLI queries. + - **(2021)** [==Kubecle==](https://github.com/rydogs/kubecle) ⭐ 57 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A terminal-based interaction wrapper that streamlines Kubernetes command contexts. It simplifies executing actions across isolated cluster targets by keeping an active session-level state, reducing command length and configuration complexity for developers running multi-tenant operations. + - **(2022)** [go-kubectx](https://github.com/aca/go-kubectx) [GO CONTENT] [COMMUNITY-TOOL] — A high-performance, Go-native alternative port of the traditional kubectx script. Focuses on speed and execution efficiency when searching and switching between hundreds of active Kubernetes cluster profiles. +#### Object Relationships + + - **(2025)** [==kubectl-tree==](https://github.com/ahmetb/kubectl-tree) ⭐ 3386 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A crucial kubectl plugin that queries Kubernetes APIs to visually construct and present the ownership tree of API objects via ownerReferences. Crucial for tracing the lineage of ReplicaSets, Pods, Deployments, and Custom Resources (CRDs) in active namespaces. +#### Traffic Management + + - **(2022)** [==kubectl-isolate==](https://github.com/yteraoka/kubectl-isolate) ⭐ 10 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A troubleshooting plugin that temporarily isolates running pods from Service network targets by modifying selector labels. Enables in-depth live diagnostics on broken pod targets without tearing down functional setups. +### Configuration Management (3) + +#### Visual Generators + + - **(2022)** [==kubergui: Kubernetes Deployment Builder🌟==](https://github.com/BrandonPotter/kubergui) ⭐ 91 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A desktop-based frontend wrapper built to structure Kubernetes deployment configurations visually. Helps teams orchestrate manifests and inspect target definitions without writing raw yaml parameters. + - **(2022)** [Kubernetes Deployment Builder 🌟🌟](https://static.brandonpotter.com/kubernetes/DeploymentBuilder.html) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — A simple web-based user interface that enables engineers to generate valid Kubernetes Deployment YAML files. Simplifies configuration composition and reduces onboarding roadblocks for engineers learning manifest syntaxes. +### Filesystems + +#### Resource Visualization + + - **(2021)** [==kubefs==](https://github.com/configurator/kubefs) ⭐ 93 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A virtual file system mount that represents active Kubernetes configuration namespaces and resources as standard local directory paths. Allows operators to inspect running container configs and logs using standard file explorers. ### Graphical User Interfaces #### Educational Content - **(2021)** [youtube: From Code to Cluster — Modern Kubernetes Workflows with K8Studio](https://www.youtube.com/watch?v=1RTTEUEl9sc&feature=youtu.be) [NONE CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] — A video presentation outlining rapid Kubernetes cluster management using K8Studio, an interactive visual IDE. It focuses on visual resource relationship maps, real-time log streaming, and graphical configuration edits. -### Image Building +### Image Building (1) #### Go Development @@ -736,6 +744,136 @@ #### Application Deployment - **(2022)** [github.com/jetpack-io/launchpad ⭐](https://github.com/jetify-com/launchpad) ⭐ 417 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Launchpad is a CLI tool developed by Jetpack (now Jetify) that allows developers to run their code in Kubernetes with zero initial configuration. It builds, publishes, and deploys applications directly into target namespaces seamlessly. +### Networking + +#### Port Forwarding + + - **(2025)** [==txn2/kubefwd==](https://github.com/txn2/kubefwd) ⭐ 4119 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kubefwd is an advanced CLI tool that forwards bulk ports from multi-namespace Kubernetes services straight to a local workstation, mapping loopback IP addresses to local DNS names in /etc/hosts. This permits developers to run local integration workflows against actual remote cluster dependencies seamlessly, bypassing complex ingress or VPN settings. + - **(2022)** [ruoshan/autoportforward](https://github.com/ruoshan/autoportforward) ⭐ 295 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Autoportforward is a lightweight developer helper tool designed to automatically monitor running pods and initiate background Kubernetes port-forwarding tunnels. When pods restart or scale, it cleanly self-heals and reinstates the connection. While useful, it lacks the multi-service DNS injection power of kubefwd. +### Tooling + +#### Kubernetes UX + + - **(2024)** [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] — A curated compilation evaluating five alternative graphical interfaces and CLI utilities designed to simplify everyday Kubernetes development and operations. Focuses on visual management, interactive debugging, and reducing the learning curve of raw YAML manifests. +### UI Dashboards + +#### Lightweight Monitoring + + - **(2022)** [**K8bit** — the tiny Kubernetes dashboard 🌟](https://github.com/learnk8s/k8bit) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — An ultra-lightweight, visual Kubernetes dashboard optimized for quick local development cycles. It renders operational resource states dynamically without incurring the high host memory or CPU overhead of standard web-native platforms. +#### Local Development (1) + + - **(2021)** [==KuUI (Kubernetes UI)==](https://github.com/viveksinghggits/kuui) ⭐ 18 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] — An experimental visual management utility designed to make resource visualization intuitive. Aims to help junior developers navigate local clusters by listing deployments, services, and running pod instances clearly. + - **(2022)** [kubedev 🌟](https://relferreira.github.io/kubedev) [GO CONTENT] [COMMUNITY-TOOL] — A local desktop application wrapper giving developers real-time graphical insights into running local clusters. Simplifies common developer workflows like tailing logs, inspecting port-forwards, and viewing state changes without context-switching. +## Development + +### CICD (2) + +#### Testing + + - **(2021)** [KnicKnic/temp-kubernetes-ci: Temp Kubernetes CI](https://github.com/KnicKnic/temp-kubernetes-ci) ⭐ 15 [POWERSHELL CONTENT] 🌟 [LEGACY] — A CI framework designed to spin up ephemeral Kubernetes instances dynamically within workflow jobs for automated end-to-end testing, and immediately tear them down afterward. In 2026, it is largely archived, having been superseded by standard GitHub Actions runners with native Kind or k3s integrations. +### Custom Resources + +#### YAML Generation + + - **(2025)** [github.com/Skarlso/crd-to-sample-yaml](https://github.com/Skarlso/crd-to-sample-yaml) ⭐ 194 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A specialized CLI tool designed to parse complex Kubernetes Custom Resource Definitions (CRDs) and automatically generate fully structured sample YAML configurations. It is highly beneficial for platform developers wanting to generate quick, accurate documentation. +### IDE Integration + +#### Vim + + - **(2021)** [rottencandy/vimkubectl](https://github.com/rottencandy/vimkubectl) ⭐ 79 [VIM SCRIPT CONTENT] 🌟 [COMMUNITY-TOOL] — A Vim plugin that allows users to manage and inspect Kubernetes clusters directly from within Vim. It supports list, edit, and apply actions for standard resources without leaving the text editor. Highly appreciated by terminal purists in 2026 for minimizing window context switching. +### Image Distribution + +#### Performance + + - **(2021)** [ContainerSolutions/ImageWolf: ImageWolf - Fast Distribution of Docker Images' on Clusters](https://github.com/ContainerSolutions/ImageWolf) [GO CONTENT] [EMERGING] [LEGACY] — A tool designed to accelerate the distribution of Docker images across a Kubernetes cluster by using a BitTorrent-like peer-to-peer distribution protocol among nodes. By 2026, this experimental project is archived, as native container runtimes (such as containerd) integrated direct registry streaming and IPFS-based distribution. +### Image Management + +#### Build Tool + + - **(2021)** [kim - The Kubernetes Image Manager](https://github.com/rancher/kim) ⭐ 321 [GO CONTENT] 🌟🌟 [EMERGING] [LEGACY] — An experimental builder and manager designed by Rancher to compile, push, and run container images directly inside a Kubernetes cluster's container runtime, eliminating the need for Docker Desktop or daemon forwards. By 2026, the project has been archived in favor of tools like Finch and native BuildKit operators. +### Local Cluster + +#### CLI Tool + + - **(2021)** [eezhee/eezhee](https://github.com/eezhee/eezhee) ⭐ 10 [GO CONTENT] 🌟 [EMERGING] — An experimental CLI utility designed to simplify the provisioning of development Kubernetes clusters on various cloud providers like DigitalOcean and Linode. It aims to reduce cluster setup overhead to a single command. The repository has been quiet since 2022, serving as a historical artifact for lightweight provisioning scripts. +#### Desktop Application + + - **(2025)** [**Rancher Desktop 🌟**](https://github.com/rancher-sandbox/rancher-desktop) ⭐ 7192 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An open-source desktop application that provides local Kubernetes and container management, serving as a primary alternative to Docker Desktop. It packages k3s, nerdctl, and kubectl, allowing users to select and run specific Kubernetes versions on macOS, Windows, and Linux. In 2026, it is a dominant workspace tool for local cloud-native development. +## Development and Testing + +### CLI Utilities (1) + +#### Data Formatting + + - **(2021)** [patrickdappollonio/tabloid: tabloid -- your tabulated data's best friend](https://github.com/patrickdappollonio/tabloid) ⭐ 47 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A neat terminal formatter utility built to clean up and tabulate raw CSV or complex JSON logs. It aids platform engineers during data extraction steps, structuring CLI outputs for debugging purposes. +### Cluster-in-Cluster + +#### Kubernetes in Kubernetes + + - **(2021)** [Trendyol/kink](https://github.com/Trendyol/kink) ⭐ 383 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — KinK (Kubernetes in KinD) facilitates running KinD (Kubernetes in Docker) clusters directly inside existing Kubernetes environments. It is ideal for nested testing topologies, advanced operators, and ephemeral CI/CD platforms. +### Kubeconfig Management + +#### Context Switchers + + - **(2019)** [particledecay/kconf](https://github.com/particledecay/kconf) ⭐ 154 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A command-line client designed to merge, switch, and delete multiple kubeconfig files. It eliminates configuration chaos by providing simple CLI interfaces for dynamic context management. +### Kubectl Plugins + +#### API Discovery + + - **(2021)** [keisku/kubectl-explore](https://github.com/keisku/kubectl-explore) ⭐ 599 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An interactive terminal explorer extension designed to inspect API schema models and CRD fields. It features deep navigation options, helping authors look up configurations without opening web browsers. +#### Kubeconfig Management (1) + + - **(2019)** [corneliusweig/konfig](https://github.com/corneliusweig/konfig) ⭐ 388 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A practical kubectl extension designed to safely split, filter, and combine credentials inside complex kubeconfig contexts. It isolates specific configuration sets to reduce administrative risk across disparate target hosts. +#### Manifest Slicing + + - **(2021)** [patrickdappollonio/kubectl-slice](https://github.com/patrickdappollonio/kubectl-slice) ⭐ 367 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A CLI extension that parses multi-document Kubernetes YAML files to slice them cleanly into separate, organized manifest files based on names and kinds. It streamlines GitOps directory structures. +#### Network Diagnostics + + - **(2019)** [segmentio/kubectl-curl: Kubectl plugin to run curl commands against kubernetes' pods](https://github.com/segmentio/kubectl-curl) ⭐ 188 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A convenient plugin allowing engineers to execute curl commands inside target pod namespaces. It simplifies localized API troubleshooting, service mesh network testing, and microservice validation. +#### Resource Auditing + + - **(2019)** [knight42/kubectl-blame: kubectl-blame: git-like blame for kubectl](https://github.com/knight42/kubectl-blame) ⭐ 150 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A Git-like 'blame' extension for kubectl that identifies modification authors and dates for different resource configuration blocks. It uses Kubernetes metadata managed-fields to trace API modifications over time. +#### Resource Metrics + + - **(2021)** [NimbleArchitect/kubectl-ice 🌟](https://github.com/NimbleArchitect/kubectl-ice) ⭐ 255 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A CLI extension built to detail container resource metrics, environment properties, and pod parameters. It helps administrators locate memory leaks or CPU limits errors directly within running namespaces. +### Local Environments + +#### Docker API Emulation + + - **(2021)** [joyrex2001/kubedock](https://github.com/joyrex2001/kubedock) ⭐ 360 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A Docker API emulation tool that captures traditional Docker daemon requests and executes them as lightweight, native Kubernetes pods. It permits integration tests to execute cleanly without physical Docker runtimes. +### Pipeline Helpers + +#### Resource Readiness + + - **(2019)** [groundnuty/k8s-wait-for 🌟](https://github.com/groundnuty/k8s-wait-for) ⭐ 635 [SHELL CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A simple, highly popular script designed to block shell execution until a specific Kubernetes resource passes a readiness check. It integrates within initialization steps to manage deployment dependencies safely. +## Documentation + +### Diagramming + +#### Developer Tooling (2) + + - **(2026)** [ASCIIFlow](https://asciiflow.com/#) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — ASCIIFlow is a highly practical, browser-based editor used to design clear, text-based ASCII flowcharts and architecture diagrams. It is widely valued by software engineers and systems architects for embedding clean diagrams directly into markdown readme files, codebases, and configuration headers. This straightforward design utility simplifies collaborative technical documentation across teams. +## Edge Computing + +### Lightweight Kubernetes + +#### Red Hat Ecosystem + + - **(2025)** [**microshift.io**](https://microshift.io) [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — MicroShift is Red Hat's lightweight edge-optimized Kubernetes distribution, specifically designed to run on resource-constrained devices (e.g., IoT gateways and automotive systems). Tailored from OpenShift's core code, it minimizes memory footprint while maintaining enterprise API compatibility and OCI image compliance, operating efficiently alongside systemd-managed host systems. +## Extensibility + +### Operator Framework + +#### Controller + + - **(2024)** [Metacontroller](https://github.com/metacontroller/metacontroller) ⭐ 993 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An add-on for Kubernetes that simplifies writing custom controllers by letting developers implement business logic via webhooks in any programming language. It manages the low-level API mechanics of watching, syncing, and reconciling resources, reducing operator boilerplate. Widely maintained by the community through 2026, it is an elegant bridge for non-Go operators. +## FinOps + +### Resource Optimization (1) + +#### Right-Sizing + + - **(2025)** [==robusta-dev/krr==](https://github.com/robusta-dev/krr) ⭐ 4616 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Robusta KRR (Kubernetes Resource Recommender) is an open-source CLI tool that optimizes resource requests and limits. By collecting and analyzing historical usage metrics from Prometheus, KRR outputs actionable recommendations to prevent pod OOM-kills while cutting unnecessary CPU and memory over-allocations, making it a critical FinOps instrument. ## FinOps and Cloud Cost ### IaC FinOps @@ -745,27 +883,135 @@ - **(2024)** [**OpenOps: No-Code FinOps Automation Platform with AI**](https://github.com/openops-cloud/openops) ⭐ 1035 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An open-source, no-code platform utilizing AI to identify and automate cloud cost optimizations. Connects directly with Kubernetes metrics to suggest sizing adjustments and automatically remove unused resources. ### Kubernetes FinOps -#### Tooling +#### Tooling (1) - **(2023)** [learnk8s/xlskubectl](https://github.com/learnk8s/xlskubectl) [JAVASCRIPT CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An open-source spreadsheet integration that translates raw kubectl command outputs into clean cost estimation worksheets. Helps engineers understand how container limits, requests, and node sizing translate into monthly cloud charges. +## GitOps and Configuration + +### Alternative Templating + +#### Minimalist Workflows + + - **(2018)** [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) [SHELL CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — An architectural case study analyzing lightweight alternatives to heavy configuration management like Helm. The author describes substituting complex tools with standard Makefiles and `envsubst` to dynamically compile and execute clean manifests. +### Continuous Deployment (1) + +#### Declarative GitOps (1) + + - **(2016)** [utilitywarehouse/kube-applier](https://github.com/utilitywarehouse/kube-applier) ⭐ 28 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A declarative GitOps loop utility that periodically reads configurations from a Git host and applies them directly. Kube-applier serves as a lightweight, historical predecessor to larger systems like ArgoCD. +### Dynamic Configurations + +#### Lifecycle Management (1) + + - **(2018)** [==stakater/Reloader 🌟==](https://github.com/stakater/Reloader) ⭐ 10133 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An industry-standard controller that watches configuration changes within ConfigMaps and Secrets. It triggers rolling updates automatically for deployments, statefulsets, and daemonsets to apply dynamic configurations with zero human error. + - **(2020)** [gopaddle-io/configurator](https://github.com/gopaddle-io/configurator) ⭐ 115 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An automation controller watching ConfigMap and Secret events to automatically trigger rolling updates on corresponding workloads. It bridges configuration state changes with zero-downtime deployment workflows without manual redeploys. +### Helm Chart Generation + +#### Migration Tools (2) + + - **(2021)** [arttor/helmify](https://github.com/arttor/helmify) ⭐ 1738 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An automation utility that converts standard declarative Kubernetes manifests directly into valid, paramaterized Helm charts. It simplifies migrations and accelerates the distribution setup of packaged deployments. +### Infrastructure as Code (2) + +#### Python Representation + + - **(2020)** [haxsaw/hikaru 🌟](https://github.com/haxsaw/hikaru) ⭐ 210 [PYTHON CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A Python package enabling developers to generate, inspect, and manipulate Kubernetes resources as native Python dataclasses. Hikaru validates and processes complex schemas inside orchestration and automation runtimes. +### Secret Management + +#### Kustomize Extensions (1) + + - **(2021)** [viaduct-ai/kustomize-sops](https://github.com/viaduct-ai/kustomize-sops) ⭐ 836 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An open-source generator and transformer plugin that natively integrates Mozilla SOPS into Kustomize workflows. It resolves the problem of committing sensitive plaintext files by decrypting configuration values on-the-fly inside deployment cycles. +## GitOps and Delivery + +### Application Promotion + +#### Lifecycle Management (2) + + - **(2023)** [==github.com/akuity/kargo==](https://github.com/akuity/kargo) ⭐ 3350 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kargo is a GitOps-native application promotion engine that coordinates software releases across staging, pre-production, and production. Operating as a Kubernetes controller, it manages promotion state sequences dynamically via custom resources. It simplifies Git manipulation during deployment rollouts. +#### Packaging Formats + + - **(2018)** [==Porter==](https://porter.sh) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Porter is an open-source tool built around the Cloud Native Application Bundle (CNAB) specification. By bundling Helm charts, Terraform configurations, and raw bash scripts into a single OCI-compliant registry artifact, it provides standardized enterprise installer flows. +### CICD Orchestration + +#### Deployment Helpers + + - **(2022)** [==github.com/lsdopen/ahoy==](https://github.com/lsdopen/ahoy) ⭐ 78 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Ahoy streamlines deployment validation in delivery pipelines by managing Kubernetes manifest configurations. It works as an intermediary script engine to verify configuration structures prior to deployment execution. It helps teams ensure compliance inside automated pipelines. +### Configuration Management (4) + +#### Developer Productivity (1) + + - **(2021)** [==github.com/Wilfred/difftastic==](https://github.com/Wilfred/difftastic) ⭐ 25488 [RUST CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Difftastic is a structural diff tool that compares source files based on their abstract syntax trees (ASTs). For platform teams, it filters out noise like formatting shifts in Kubernetes manifests and highlights genuine semantic changes. It dramatically increases review speeds for complex changes. +#### Drift Detection + + - **(2021)** [==github.com/ajayk/drifter==](https://github.com/ajayk/drifter) ⭐ 17 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Drifter is a CLI utility designed to detect structural configuration drift across Kubernetes resources. By comparing live running cluster states against baseline templates, it identifies configuration changes. This tool provides lightweight validation for infrastructure consistency. +#### Sidecar Utilities + + - **(2016)** [==github.com/kubernetes/git-sync ⭐==](https://github.com/kubernetes/git-sync) ⭐ 2704 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Git-sync is a robust, lightweight sidecar container designed to continuously synchronize a targeted Git repository into a locally mounted volume. It is widely leveraged inside Kubernetes Pods to deliver static assets, configuration scripts, and policies to main application processes without requiring image rebuilds. +#### Templating Tools + + - **(2016)** [==github.com/kubecfg/kubecfg==](https://github.com/kubecfg/kubecfg) ⭐ 255 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kubecfg is a Jsonnet-based configuration manager designed to generate and apply Kubernetes manifests with deterministic accuracy. By treating Kubernetes resources as code modules, it supports deep inheritance, abstraction, and parameterization of resource schemas. +### Dependency Management + +#### Automated Workflows + + - **(2021)** [==github.com/updatecli/updatecli==](https://github.com/updatecli/updatecli) ⭐ 930 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Updatecli is a declarative dependency management engine designed to automate updates across infrastructure manifests and Dockerfiles. It uses configuration files to track external sources (like GitHub releases) and apply updates to Git targets. It reduces manual maintenance chores in GitOps repositories. +## Image Building (2) + +### In-Cluster Builds + +#### Build Frameworks + + - **(2020)** [==shipwright.io==](https://shipwright.io) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Shipwright is a CNCF Sandbox build framework designed to compile container images directly inside Kubernetes clusters using pluggable build backends like Tekton, Kaniko, and BuildKit. It abstracts image build pipelines behind a unified, declarative Custom Resource API. +#### Educational Material + + - **(2021)** [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] — A specialized technical guide illustrating how to execute secure, unprivileged container image builds using Kaniko within a Red Hat OpenShift cluster. It explains how to bypass Docker-daemon dependencies by using Kaniko's user-space execution model. + - **(2021)** [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] — This technical guide explains the operational configuration of Kaniko for building container images on Kubernetes without root privileges. It details how Kaniko mounts workspace directories, evaluates Dockerfiles, and pushes compiled layers directly. + - **(2020)** [devopscube.com: How To Build Docker Image In Kubernetes Pod 🌟](https://devopscube.com/build-docker-image-kubernetes-pod) [COMMUNITY-TOOL] — This reference article analyzes alternative methods for constructing container images natively within Kubernetes pods, highlighting Kaniko, BuildKit, and Docker-in-Docker (DinD). It contrasts security risks and runtime overhead of each. ## Infrastructure -### Autoscaling +### Access Control + +#### SSH Integrations + + - **(2025)** [==ContainerSSH: Launch containers on demand 🌟🌟==](https://containerssh.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An innovative SSH server that dynamically launches temporary sandboxed containers in Kubernetes upon user connection. Excellent for secure bastion hosts, remote development spaces, and terminal interfaces without raw VM exposures. It remains highly active with robust security-centric enterprise support. +### Auto-scaling + +#### Cost Optimization (2) + + - **(2021)** [==k8s Spot Rescheduler==](https://github.com/pusher/k8s-spot-rescheduler) ⭐ 312 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A controller that shifts workloads away from expensive on-demand instances toward spot instances whenever capacity permits. Note: In 2026, Karpenter or modern cloud-native autoscalers generally cover this capability, rendering this legacy. +### Automation (1) + +#### Labeling + + - **(2021)** [karmab/autolabeller](https://github.com/karmab/autolabeller) [GO CONTENT] [COMMUNITY-TOOL] — An automation tool designed to automatically apply labels to Kubernetes resources, nodes, or namespaces based on defined criteria or attributes. It reduces the manual configuration overhead required for policy bindings and scheduling selectors. In 2026, it represents a niche community utility for large cluster metadata automation. +### Autoscaling (3) #### Node Provisioning - **(2021)** [==awslabs/karpenter==](https://github.com/aws/karpenter-provider-aws) ⭐ 7654 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Karpenter is an open-source, high-performance node provisioning operator built for Kubernetes. It bypasses traditional ASG-based scaling by launching right-sized EC2 instances directly in response to unschedulable pods, significantly reducing scheduling latency and resource waste. +### Cluster Management (1) + +#### Nested Clusters + + - **(2024)** [smartxworks/knest](https://github.com/smartxworks/knest) ⭐ 89 [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Knest is a cluster provisioning tool that automates the deployment of nested Kubernetes clusters using Virtink virtual machines. It solves multi-tenant physical isolation challenges by running independent control planes inside virtual environments on top of a physical cluster parent. +#### Provisioning (1) + + - **(2025)** [github.com/Netcracker/KubeMarine](https://github.com/Netcracker/KubeMarine) ⭐ 131 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — KubeMarine is a lightweight, Python-based automation framework engineered for physical bare-metal and virtual machine cluster deployments. It streamlines OS-level system configuration, Kubeadm orchestration, certificate management, and system patch operations via streamlined SSH automation. ### Cluster Provisioning -#### Bare Metal +#### Bare Metal (1) - **(2026)** [==poseidon/typhoon==](https://github.com/poseidon/typhoon) ⭐ 2044 [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Typhoon is a minimalist, secure, and performant bare-metal and multi-cloud Kubernetes distribution built entirely with Terraform. It bootstraps standard, upstream CNCF-compliant Kubernetes onto Flatcar Container Linux (and historically CoreOS), providing an excellent reference model for git-driven infrastructure without vendor lock-in. + - **(2025)** [==Cluster API Provider for Managed Bare Metal Hardware==](https://github.com/metal3-io/cluster-api-provider-metal3) ⭐ 277 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The Cluster API Provider for Metal3 enabling automated declarative provisioning of physical bare-metal hardware using Kubernetes-native configurations. Simplifies lifecycle management (provisioning, scale, and de-provisioning) of physical compute nodes in highly customized datacenters. #### Educational Content (1) - **(2022)** [youtube.com: How to Write Software That Sets Up Kubernetes Anywhere with Kubermatic Kubeone](https://www.youtube.com/watch?v=BJufhuPK2DY&t=250s&ab_channel=Kubermatic) [NONE CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An in-depth engineering presentation explaining how to build software capable of bootstrap-installing Kubernetes on any physical host or bare-metal provider, showcasing the architectural internals of the open-source KubeOne tool. #### Multi-Cloud - **(2023)** [Ksctl: Cloud Agnostic Kubernetes Management tool](https://github.com/ksctl/ksctl) ⭐ 269 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A cloud-agnostic cluster management command-line tool designed to easily deploy HA clusters across different hyperscalers like AWS, Azure, GCP, or Civo, and local environments such as kind, maintaining standardized bootstrap workflows. +### Configuration (1) + +#### Reflector + + - **(2024)** [kubernetes-reflector](https://github.com/emberstack/kubernetes-reflector) ⭐ 1614 [C# CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A specialized Kubernetes controller designed to mirror Secrets and ConfigMaps across namespaces automatically. It allows platform engineers to distribute global configurations, like TLS certificates or pull secrets, to all namespaces securely. Heavily utilized in production environments in 2026 to simplify secret replication. ### Container Backup #### Image Archiving @@ -773,6 +1019,9 @@ - **(2020)** [kris-nova/kaar](https://github.com/krisnova/kaar) ⭐ 152 [GO CONTENT] 🌟🌟 [EMERGING] — Created by the late Kris Nova, Kaar is a Kubernetes Application Archive format tool designed to bundle container storage and system states into self-contained physical archives. Highly experimental and historical developer asset. ### Container Registries (1) +#### Admission Control (2) + + - **(2025)** [==k8s-image-swapper 🌟==](https://github.com/estahn/k8s-image-swapper) ⭐ 629 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A high-performance mutating webhook that intercepts pod creation requests, caches targeted registry images, and rewrites the image path to point to private storage endpoints. By doing so, it shields internal environments from external rate limits and guarantees low-latency image pulls. #### Go Library - **(2026)** [==github.com/google/go-containerregistry 🌟==](https://github.com/google/go-containerregistry) ⭐ 3918 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — go-containerregistry is a powerful library and CLI suite developed by Google for interacting with OCI (Open Container Initiative) registries. It allows Go applications to pull, push, analyze, and manipulate images and manifests directly over the network without needing a running Docker daemon. It serves as the programmatic foundational backbone for many modern cloud-native deployment tools, container security scanners, and custom platform architectures. @@ -783,12 +1032,12 @@ - **(2026)** [==nerdctl 🌟==](https://github.com/containerd/nerdctl) ⭐ 10146 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Nerdctl is a Docker-compatible CLI designed specifically for containerd, offering matching CLI experiences (e.g., nerdctl run, nerdctl compose) for non-Docker environments. It supports advanced container features like lazy pulling (e.g., eStargz/soci), rootless execution, IPFS container sharing, and encryption. It acts as a bridge for developers migrating to pure containerd-based systems. ### Containers (1) -#### Image Management +#### Image Management (1) - **(2026)** [==Skopeo==](https://github.com/containers/skopeo) ⭐ 10891 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Skopeo is an industry-standard command-line tool designed to perform operations on container images and image registries without requiring local container storage or engines. Architects leverage Skopeo to inspect remote manifest details, sign images, and sync packages directly between registries (e.g., from Docker Hub to ECR). Live Grounding confirms it as a vital utility in production CI/CD security scanning and compliance loops. ### Continuous Integration -#### Image Building (1) +#### Image Building (3) - **(2026)** [==kaniko==](https://github.com/GoogleContainerTools/kaniko) ⭐ 15768 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kaniko is an open-source tool developed by Google to build container images from Dockerfiles inside containerized environments (like Kubernetes) without requiring a privileged Docker daemon. It executes each instruction in the Dockerfile entirely in user space, avoiding risky Docker-in-Docker (DinD) security practices. Kaniko remains a de facto standard tool for secure, isolated cloud-native CI/CD build environments. ### Control Plane @@ -796,16 +1045,125 @@ #### etcd Management - **(2018)** [github.com/kubernetes-sigs/etcdadm ⭐](https://github.com/kubernetes-retired/etcdadm) ⭐ 747 [GO CONTENT] 🌟🌟🌟 [LEGACY] — A retired cluster administration tool inspired by kubeadm, designed to provision and operate secure, HA etcd clusters. Although deprecated in the Kubernetes-retired ecosystem, it served as a foundational pattern for bootstrap orchestrators. +### Cost Optimization (3) + +#### Scheduling + + - **(2024)** [==Cluster Turndown==](https://github.com/kubecost/cluster-turndown) ⭐ 286 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A specialized cost-optimization controller that scales cluster worker groups down to zero during idle execution windows. Promotes strong governance over testing runtimes and non-production dynamic resource instances. +### GPU Optimization + +#### Dynamic Scheduling + + - **(2023)** [==github.com/nebuly-ai/nos==](https://github.com/nebuly-ai/nos) ⭐ 684 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Nos is an advanced GPU optimization platform built for Kubernetes to run AI workloads cost-effectively. It utilizes dynamic resource slicing and scheduling to enable multi-tenant GPU sharing. This reduces hardware idling and increases resource efficiency for LLM and ML training jobs. +### IaC Conversion + +#### Terraform Integration + + - **(2026)** [github.com/sl1pm4t/k2tf: Kubernetes YAML to Terraform HCL converter](https://github.com/sl1pm4t/k2tf) ⭐ 1229 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — K2tf translates raw Kubernetes manifests into declarative Terraform HCL code blocks, simplifying the transition of resource management to infrastructure-as-code models. By parsing nested arrays and complex resource specs, it generates equivalent 'kubernetes_' provider resources. While minor manual adjustments are still needed for specialized CRDs, it significantly lowers initial migration efforts. +### Image Management (2) + +#### Caching + + - **(2022)** [mattmoor/warm-image: Kubernetes WarmImage CRD](https://github.com/mattmoor/warm-image) ⭐ 164 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A Custom Resource Definition (CRD) and controller that automates pre-pulling container images onto Kubernetes nodes, ensuring they remain 'warm' to minimize execution start delays. Historically significant for its early design elegance, in 2026 it remains a solid blueprint for building event-driven image-pulling systems. + - **(2021)** [dcherman/image-cache-daemon](https://github.com/dcherman/image-cache-daemon) ⭐ 24 [GO CONTENT] 🌟 [LEGACY] — A Kubernetes daemonset that pre-pulls and caches a defined list of container images onto all cluster nodes to eliminate cold-start pulling latency. In 2026, although container runtimes have added smarter caching strategies, this lightweight daemon remains a popular community utility for legacy clusters with massive base images. +### Image Registry + +#### OCI Specification + + - **(2025)** [==github.com/distribution/distribution==](https://github.com/distribution/distribution) ⭐ 10469 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The Distribution project (formerly Docker Registry) is the foundational codebase implementing the OCI Distribution Specification. It powers the backbone of enterprise image registries worldwide, coordinating reliable, high-performance container manifest storage, replication, and secure transport. +### Multi-Cloud Provisioning + +#### Cluster Management (2) + + - **(2026)** [github.com/Berops/claudie](https://github.com/Berops/claudie) ⭐ 782 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — Claudie is an innovative multi-cloud Kubernetes cluster provisioner that enables users to create highly secure, hybrid-infrastructure clusters across different cloud providers. By abstracting provider APIs, it treats raw machines from AWS, Azure, and bare-metal pools as unified node pools under a single control plane. It is highly valued by systems architects seeking to avoid cloud vendor lock-in. +### Multi-Cluster Management + +#### Federation + + - **(2025)** [==Karmada==](https://github.com/karmada-io/karmada) ⭐ 5498 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An advanced Kubernetes-native multi-cluster management federation engine. Karmada enables seamless scheduling of workloads across diverse clouds and regions, featuring intelligent resource distribution, policy-driven failovers, and unified control planes. +#### Virtual Peering + + - **(2025)** [==liqo: Enable dynamic and seamless Kubernetes multi-cluster topologies==](https://github.com/liqotech/liqo) ⭐ 1451 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A dynamic multi-cluster scaling platform that enables seamless resource sharing and secure overlay peering between disparate clusters. Liqo allows pods to be scheduled onto remote virtual-nodes transparently without complex VPN setups, solving dynamic hybrid-cloud expansion needs. +### Node Management + +#### Auditing and Compliance + + - **(2023)** [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 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A custom controller built to monitor label states on Kubernetes node resources. It dispatches notifications on label updates, additions, or deletions, maintaining configuration trust across larger clusters. +#### Hardware Classification + + - **(2023)** [==k8s-dt-node-labeller==](https://github.com/adaptant-labs/k8s-dt-node-labeller) ⭐ 17 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A specialized controller designed to label nodes dynamically based on Device Tree specifications. It enables hardware-aware scheduling by analyzing local physical attributes and exposing them as standard Kubernetes selector labels. +### Node Provisioning (1) + +#### Labeling and Automation + + - **(2020)** [==Kubernetes Node Auto Labeller==](https://github.com/adaptant-labs/k8s-auto-labeller) ⭐ 8 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An automated labeling controller designed to tag Kubernetes nodes dynamically based on custom configurations or hardware discoveries. In production, this allows platform engineers to target hardware accelerators (GPUs, ASICs) with specific workload nodeSelectors. Live evaluation shows low active maintenance, as many teams transitioned to Node Feature Discovery (NFD) or Cluster API capabilities. +#### Reboot Orchestration + + - **(2026)** [==github.com/kubereboot/kured ⭐==](https://github.com/kubereboot/kured) ⭐ 2543 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The industry-standard daemonset that monitors clusters for nodes requiring OS-level reboots. Using a coordinated API locking strategy, kured drains and reboots nodes sequentially, preserving cluster-wide resource availability during maintenance windows. +#### Rolling Upgrades + + - **(2024)** [==RollingUpgrade==](https://github.com/keikoproj/upgrade-manager) ⭐ 138 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An AWS-integrated upgrade manager operator that coordinates automated rolling restarts and updates of autoscaling group instances. Ensures worker nodes are drained safely and sequentially without causing disruptions to critical services. ### Platform Engineering #### GitOps Platforms - **(2021)** [**github.com/kubefirst/kubefirst**](https://github.com/konstructio/kubefirst) ⭐ 2049 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Kubefirst (by Konstructio) delivers an instant, fully integrated GitOps platform on Kubernetes, orchestrating cert-manager, External Secrets, Vault, Argo CD, and Terraform. It offers a standardized Git-driven operations roadmap out of the box. +### Provisioning (2) + +#### Terraform Integration (1) + + - **(2026)** [gardener/terraformer: Terraformer](https://github.com/gardener/terraformer) ⭐ 145 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — Terraformer acts as a Kubernetes-native orchestration engine that executes Terraform plans inside isolated Pods. It mitigates the need for external runner machines by converting infrastructure provisioning steps into native custom resource actions. Curator insights show its success inside the Gardener ecosystem, while live engineering validation confirms its critical role in multi-cloud infrastructure bootstrap operations. +### Reliability + +#### Graceful Shutdown + + - **(2021)** [==kube-spot-termination-notice-handler==](https://github.com/kube-aws/kube-spot-termination-notice-handler) ⭐ 380 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A daemon that polls the AWS EC2 spot termination notice metadata endpoint, initiating graceful drains of workloads when an interruption signal is triggered. Superseded by newer cloud-specific node termination handlers. +### Scaling + +#### Autoscaling (4) + + - **(2022)** [Another Autoscaler](https://github.com/dignajar/another-autoscaler) ⭐ 80 [GO CONTENT] 🌟 [EMERGING] — An experimental autoscaler designed to evaluate external metrics or queue lengths and dynamically adjust replica counts outside standard HPA paths. In 2026, while development is minimal, it serves as an excellent reference for engineers building decoupled custom autoscaling loops using Go APIs. +### Scheduling (1) + +#### Load-Aware + + - **(2024)** [kubernetes-sigs: Trimaran: Load-aware scheduling plugins 🌟](https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran) ⭐ 1295 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A collection of scheduling plugins (TargetLoadPacked and LoadWatcher) under the Trimaran umbrella that enable real-time, load-aware scheduling in Kubernetes. Instead of scheduling purely based on static requests, it utilizes actual node resource utilization metrics. Active in 2026, it is vital for optimizing cluster efficiency and reducing overall infrastructure costs. +#### Simulator + + - **(2024)** [kube-scheduler-simulator](https://github.com/kubernetes-sigs/kube-scheduler-simulator) ⭐ 1092 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An interactive, web-based simulator designed to visualize, debug, and test custom scheduler configurations and plugins. It enables platform developers to step through scheduling decisions without modifying production clusters. Widely recognized in 2026 as an essential tool for training engineers on advanced scheduling concepts. +#### Timezones + + - **(2023)** [hiddeco/Cronjobber](https://github.com/hiddeco/cronjobber) ⭐ 238 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A custom controller for Kubernetes that implements a CronJob-like resource with explicit native support for timezones. This solved a major limitation in older Kubernetes versions. While native Kubernetes CronJobs added timezone support in version 1.27, Cronjobber remains a highly useful reference for custom scheduling patterns in 2026. +### Serverless Containers + +#### Virtual Nodes + + - **(2021)** [==Kip, the Kubernetes Cloud Instance Provider==](https://github.com/elotl/kip) ⭐ 232 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A virtual-kubelet implementation that scheduled pods directly onto individual cloud provider instances instead of traditional physical workers. Mostly legacy as virtual-node strategies have matured around Karpenter or managed serverless nodes. +### Simulation + +#### Scheduling (2) + + - **(2021)** [k8s-cluster-simulator](https://github.com/pfnet-research/k8s-cluster-simulator) ⭐ 128 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A Go-based simulator designed to model and evaluate Kubernetes cluster behaviors, specifically scheduling algorithms, without spinning up actual virtual machines. It allows developers to test customized schedulers under synthetic workloads, providing metrics on queue times and resource utilization. As of 2026, while development has slowed, it remains a valuable tool for academic research and scheduler optimization profiling. +### Storage + +#### Dynamic Scaling (1) + + - **(2025)** [==dynamic-pv-scaler==](https://github.com/opstree/dynamic-pv-scaler) ⭐ 112 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A dynamic controller designed to scale Kubernetes Persistent Volume (PV) storage allocations automatically on-the-fly when disk usage passes specific thresholds. Crucial for managing persistent databases and stateful microservices without downtime. +### VM Orchestration + +#### Migration Guides + + - **(2021)** [opensource.com: Migrate virtual machines to Kubernetes with this new tool' - forklift 🌟](https://opensource.com/article/21/6/migrate-vms-kubernetes-forklift) [NONE CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — An informative guide detailing VM migration flows into KubeVirt environments using Konveyor Forklift. Solves the integration problem for organizations standardizing traditional server stacks into container-managed nodes. ### Virtual Desktop Infrastructure #### Edge Networking - **(2023)** [kVDI](https://github.com/webmeshproj/webmesh-vdi) ⭐ 459 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Duplicated reference of the peer-to-peer cloud-native VDI platform. It enables scalable running of interactive virtual desktops inside standard Kubernetes pods via automated remote-protocol streaming. +### Virtualization (1) + +#### Hypervisor + + - **(2025)** [smartxworks/virtink](https://github.com/smartxworks/virtink) ⭐ 607 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — Virtink is a cloud-native virtualization operator designed to orchestrate lightweight virtual machines natively inside Kubernetes. Utilizing Cloud-Hypervisor as its backend, it serves as an agile, low-overhead alternative to KubeVirt for building hyper-converged architectures. ## Infrastructure and Hardware ### AIML Infrastructure @@ -817,10 +1175,10 @@ ### Kubernetes Tooling -#### CLI Utilities +#### CLI Utilities (2) - **(2022)** [==kubech (kubectl change)==](https://github.com/DevOpsHiveHQ/kubech) ⭐ 156 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — kubech (kubectl change) is a lightweight CLI utility that enables rapid, interactive switching of Kubernetes contexts and namespaces. Enhances workflow security by reducing terminal navigation steps. -#### Developer Experience (1) +#### Developer Experience (4) - **(2024)** [==Portfall: A desktop k8s port-forwarding portal for easy access to all your cluster UIs 🌟==](https://github.com/Rested/portfall) ⭐ 127 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Portfall is a modern desktop application for managing Kubernetes port-forwarding configurations. Offers a convenient visual portal that eliminates repetitive manual CLI port-forward multiplexing during local service integrations. - **(2023)** [==Access Pod Online using Podtnl==](https://github.com/nnrthota/podtnl) ⭐ 65 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Podtnl is a lightweight command-line utility designed to expose services running in remote Kubernetes pods over secure HTTP tunnels. Allows engineers to easily share, demo, and test internal endpoints without complex Ingress and DNS setups. @@ -837,17 +1195,17 @@ ### Cost Management -#### Tooling (1) +#### Tooling (2) - **(2022)** [KubeSurvival 🌟](https://github.com/aporia-ai/kubesurvival) ⭐ 187 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A scanning utility that audits existing clusters to determine the absolute cheapest VM instance shapes capable of hosting current workloads. Ensures high-availability parameters and compute requirements are fully met before suggesting migration profiles. -## Infrastructure as Code (2) +## Infrastructure as Code (3) ### Kubernetes Provisioning #### Migration - **(2026)** [pulumi/kube2pulumi](https://github.com/pulumi/kube2pulumi) ⭐ 107 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — Open-source command-line tool designed to convert static Kubernetes YAML templates or dynamically generated Helm outputs directly into isomorphic, compilable Pulumi configurations. -## Kubernetes (2) +## Kubernetes (3) ### AIOps @@ -855,7 +1213,7 @@ - **(2023)** [kubetools.io: KoPylot: An AI-Powered Kubernetes Assistant for DevOps & Developers](https://kubetools.io/kopylot-an-ai-powered-kubernetes-assistant-for-devops-developers) [PYTHON CONTENT] [COMMUNITY-TOOL] — KoPylot leverages Large Language Models (LLMs) to diagnose cluster issues, audit manifest files for security violations, and write YAML configurations. It streamlines daily DevOps troubleshooting loops by translating natural language requests into operational context. - **(2023)** [chat.openai.com: Kube Debugger: A Kubernetes error debugger offering diagnostic and resolution guidance.](https://chatgpt.com/g/g-TCE8R7bcL-kube-debugger) [NONE CONTENT] [COMMUNITY-TOOL] — A tailored GPT agent built to assist platform engineers in identifying root causes for common Kubernetes failures, such as CrashLoopBackOff and ImagePullBackOff. It combines community troubleshooting knowledge with interactive remediation scripts. -### Developer Experience (2) +### Developer Experience (5) #### CLI Tools (1) @@ -863,20 +1221,20 @@ #### Container Builds - **(2021)** [==vmware-tanzu/buildkit-cli-for-kubectl (kubectl plugin)==](https://github.com/vmware-archive/buildkit-cli-for-kubectl) ⭐ 505 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A kubectl plugin designed to execute container builds directly on remote BuildKit instances inside clusters. Live grounding confirms the project has been archived under VMware, steering teams to direct BuildKit operators or Kaniko. -#### Tutorials +#### Tutorials (1) - **(2023)** [Kubernetes: Un tour por los comandos básicos](https://www.youtube.com/shorts/VP4JoijL_TY?si=dBGfs6sn1ryzPcYT) [SPANISH CONTENT] [COMMUNITY-TOOL] — A rapid-format video tutorial introducing basic kubectl commands to junior administrators. It provides quick visual examples of resource inspection, namespace switching, and logs viewing. -### Multi-Tenancy +### Multi-Tenancy (1) #### Namespace Management - **(2020)** [==kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller (HNC)==](https://github.com/kubernetes-retired/hierarchical-namespaces) ⭐ 667 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The Hierarchical Namespace Controller (HNC) allowed users to establish parent-child relationships between namespaces to propagate policies, secrets, and roles. Although highly influential for multi-tenant self-service models, the repository has been officially retired as of recent CNCF updates, steering teams toward newer vcluster or namespace-controller patterns. -### Networking +### Networking (1) #### Service Routing - **(2021)** [==kubernetes-sigs/kpng==](https://github.com/kubernetes-retired/kpng) ⭐ 240 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Originally conceived as the next-generation Kubernetes Proxy (KPNG) to split kube-proxy into a clean control plane and specialized data planes. Live grounding confirms the project has been officially retired by SIG Network, though its architectural lessons on decoupled state distribution continue to influence modern custom dataplane designs. -### Node Management +### Node Management (1) #### Garbage Collection @@ -905,6 +1263,13 @@ #### Predictive Scaling - **(2024)** [github.com/jthomperoo: Predictive Horizontal Pod Autoscaler](https://github.com/jthomperoo/predictive-horizontal-pod-autoscaler) ⭐ 383 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — An advanced horizontal pod autoscaling extension utilizing forecasting models (such as Holt-Winters and LSTM). Anticipates traffic peaks by analyzing historical system metrics, pre-allocating server compute before traffic reaches the platform. +## Learning Resources (1) + +### Tutorials (2) + +#### API Integration + + - **(2026)** [blog.logrocket.com: An all-in-one guide to gRPC-Gateway](https://blog.logrocket.com/guide-to-grpc-gateway) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This LogRocket guide delivers a comprehensive tutorial on configuring and deploying the gRPC-Gateway proxy inside microservices. It covers real-world tasks such as generating reverse proxy code from protobuf schemas, intercepting errors, and handling cross-origin resource sharing (CORS). For engineers transitioning to gRPC, this reference simplifies the integration of dual-protocol APIs. ## Local Developer Environment ### Container Runtime Setup @@ -928,48 +1293,246 @@ - **(2019)** [==KFServing 🌟==](https://github.com/kserve/kserve) ⭐ 5573 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — KServe (formerly KFServing) provides a highly performant, serverless machine learning inference platform on Kubernetes. It abstracts raw routing, scaling, and GPU configurations, supporting frameworks like TensorFlow, PyTorch, and ONNX. ## Multi-Cluster +### Control Plane (1) + +#### UI Dashboards (1) + + - **(2024)** [KubeStellar Console 🌟](https://console.kubestellar.io) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A management dashboard interface tailored for KubeStellar. It simplifies the visualization of multi-cluster synchronization, workload distribution profiles, and edge deployment topologies, enabling unified control-plane governance across hybrid architectures. ### Service Management -#### Operator Framework +#### Operator Framework (1) - **(2023)** [==KubeCarrier - Service Management at Scale==](https://github.com/kubermatic/kubecarrier) ⭐ 291 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — KubeCarrier is an open-source system designed for managing services across multiple Kubernetes clusters using a Service App Store model based on CRDs. Curator insights framed it as an enterprise-ready hub for multi-tenant services; however, live grounding reveals the project has been archived by Kubermatic. It remains academically and architecturally notable for showing how to use Hub-and-Spoke cluster patterns to automate service provisioning. -## Multi-Cluster Management +## Multi-Cluster Management (1) ### Hybrid Cloud #### Azure Arc - **(2021)** [Azure Arc enabled Kubernetes allows you to connect and manage external Kubernetes clusters in Azure](https://www.thorsten-hans.com/azure-arc-enabled-kubernetes-digital-ocean) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A comprehensive guide demonstrating how to connect and manage external Kubernetes clusters (using DigitalOcean as an example) with Azure Arc. It details registering non-Azure clusters to enable unified GitOps, monitoring, and policy compliance from the Azure Control Plane. -## Networking (1) +## Network +### CNI and Overlay + +#### WireGuard VPN + + - **(2025)** [github.com/squat/kilo](https://github.com/squat/kilo) ⭐ 2263 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — Kilo is a cloud-native network CNI overlay built on WireGuard, designed to seamlessly secure cross-cluster networking, hybrid cloud environments, and distributed edge nodes. It allows remote servers to safely communicate within a single unified Kubernetes networking fabric. +### Port Forwarding (1) + +#### Development Tools (1) + + - **(2024)** [omrikiei/ktunnel ⭐](https://github.com/omrikiei/ktunnel) ⭐ 1053 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — KTunnel is a robust reverse-tunneling CLI utility that exposes local development environments to remote Kubernetes clusters. By establishing a secure gRPC-based reverse proxy, it enables remote pods to call APIs running locally on developer machines, facilitating fast integration tests without ingress hurdles. +### Proxy and Service Mesh + +#### Data Plane + + - **(2025)** [github.com/flomesh-io/pipy](https://github.com/flomesh-io/pipy) ⭐ 827 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — Pipy is an ultra-lightweight, programmable network data plane engine designed for edge gateways, service meshes, and cloud-native proxies. Operating on a highly performant C++ core run by a JS scripting layer, it provides outstanding request throughput with minimal memory footprint. +## Network and Connectivity + +### IP Address Management + +#### Cloud Integrations + + - **(2018)** [==doitintl/kubeIP==](https://github.com/doitintl/kubeIP) ⭐ 447 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — KubeIP is an automation daemon engineered specifically for Google Kubernetes Engine (GKE) clusters. By dynamically assigning reserved static external IPs to newly provisioned GKE cluster nodes, it simplifies firewall configurations for external enterprise integrations. +#### Load Balancing + + - **(2019)** [==kube-vip==](https://github.com/kube-vip/kube-vip) ⭐ 2859 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kube-Vip is a lightweight virtual IP and load balancer engine designed for bare-metal Kubernetes environments, offering high availability for both control planes and LoadBalancer-type services. Operating as a DaemonSet, it negotiates IP addresses. +### Multi-Cluster Routing + +#### Traffic Engineering + + - **(2023)** [==github.com/Trolley-MGMT/trolleymgmt==](https://github.com/Trolley-MGMT/trolleymgmt) ⭐ 113 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Trolley-MGMT is a control plane assistant designed to coordinate multi-cluster ingress routing and traffic mapping. It simplifies workload migrations and network path resolution across physical boundaries. It offers a lightweight model for traffic management without full mesh overhead. +## Networking (2) + +### Access and Proxies + +#### Secure Tunneling + + - **(2022)** [==Kubectl SSH Proxy 🌟==](https://github.com/little-angry-clouds/kubectl-ssh-proxy) ⭐ 48 [BASH CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A practical utility that transparently proxies SSH connections directly to destination pods. It simplifies system administration overhead by avoiding node SSH exposure, utilizing native Kubernetes authorization mechanisms to execute secure diagnostics. +### CNI + +#### Multi-Network + + - **(2025)** [**multus-cni 🌟**](https://github.com/k8snetworkplumbingwg/multus-cni) ⭐ 2882 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A Container Network Interface (CNI) plugin that enables attaching multiple network interfaces to a single Kubernetes pod, delegating individual networks to auxiliary CNIs (such as Calico, Flannel, or SR-IOV). It remains the absolute standard in 2026 for high-performance networks, telecom applications, and dual-homed containers. +### DNS + +#### Gateway + + - **(2023)** [ori-edge/k8s_gateway](https://github.com/ori-edge/k8s_gateway) ⭐ 355 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A CoreDNS plugin that enables exposing Kubernetes services directly via external DNS records. It queries CoreDNS dynamically to resolve internal cluster IPs, allowing resources outside the cluster to locate services seamlessly. In 2026, it remains popular among edge computing architectures requiring streamlined DNS-based routing. ### DNS and Ingress #### Routing Controllers - **(2024)** [==borchero/switchboard: Switchboard==](https://github.com/borchero/switchboard) ⭐ 163 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Switchboard functions as a Kubernetes-native dynamic router and DNS management hub. It coordinates with global DNS service APIs to orchestrate routing policies, mapping live cluster ingress nodes automatically to external domain registrations. +### Ingress and Edge + +#### Integration + + - **(2022)** [==pangolin 🌟==](https://github.com/dpeckett/pangolin) ⭐ 231 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A dedicated routing utility designed to help configure dynamic upstream setups. Provides simple API configurations to coordinate external traffic profiles securely when mapping paths to backing container platforms. ### Ingress and Routing #### Serverless - **(2019)** [Kourier](https://github.com/knative-extensions/net-kourier) ⭐ 333 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An Envoy-based Ingress gateway specifically designed to serve as the default network layer for Knative Serving. It provides a lightweight, highly responsive routing layer to handle rapid scale-to-zero cold starts. +### Ingress Controllers + +#### Nginx and MetalLB Integration + + - **(2022)** [adaltas.com: Ingresses and Load Balancers in Kubernetes with MetalLB and' nginx-ingress](https://www.adaltas.com/en/2022/09/08/kubernetes-metallb-nginx) [YAML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — This architectural tutorial details the integration of MetalLB with the NGINX Ingress Controller on a bare-metal cluster. It step-by-step configures Layer 2 address pools and links them with NGINX, illustrating the traffic path from external clients to internal cluster IP services. An ideal entry point for understanding bare-metal edge ingress topologies. +### Load Balancing (1) + +#### Bare Metal (2) + + - **(2026)** [purelb/purelb](https://gitlab.com/purelb/purelb) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — PureLB is an open-source LoadBalancer provider for bare-metal Kubernetes environments that integrates directly with standard Linux routing tables. Unlike alternatives relying on complex BGP routing or ARP spoofing, it assigns physical address blocks dynamically to interface routing setups. This approach ensures high compatibility with virtualization networks and standard network monitoring tools. +#### MetalLB Configuration + + - **(2022)** [patrick.easte.rs: Forging an optimal MetalLB configuration](https://patrick.easte.rs/post/2022/forging-optimal-metallb-config) [YAML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A comprehensive technical guide analyzing optimal MetalLB deployments on bare-metal Kubernetes. The author outlines routing configurations using BGP and Layer 2 modes, detailing how to avoid common ARP issues and optimize IP address pool management. It serves as an essential reference for engineers seeking stable on-premises external load balancing. +### Microservices Routing + +#### Debugging + + - **(2026)** [teamcode-inc/kubeorbit](https://github.com/teamcode-inc/kubeorbit) ⭐ 454 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — Kubeorbit is a specialized service routing tool focused on creating isolated testing channels within shared microservice topologies. By injecting dynamic headers into requests, it allows engineers to test unstable feature versions without duplicating entire clusters. Live engineering checks indicate the project has suffered low maintenance recently, making it a reference rather than a production candidate. +### Operator (2) + +#### Expose Service + + - **(2021)** [abhirockzz/kubexpose-operator](https://github.com/abhirockzz/kubexpose-operator) [GO CONTENT] [EMERGING] [LEGACY] — An experimental Go-based operator designed to automatically create Ingress resources or load balancers for annotated services. Designed as a learning showcase for Kubebuilder workflows, this project is archived in 2026 but remains a valuable reference for custom ingress generation patterns. +### Overlay Networks + +#### WireGuard VPN (1) + + - **(2025)** [**NetMaker**](https://github.com/gravitl/netmaker) ⭐ 11628 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Netmaker is a high-speed, dynamic overlay network orchestrator powered by WireGuard. It facilitates direct, secure mesh networks across multi-cloud, on-premises, and edge Kubernetes nodes, drastically reducing latency compared to traditional overlay options like VXLAN or IPSec. Netmaker is highly valuable for hybrid cluster topologies and secure cross-regional communication. +### eBPF Diagnostics + +#### Traffic Analysis + + - **(2026)** [github.com/k8spacket/k8spacket](https://github.com/k8spacket/k8spacket) ⭐ 1097 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — K8spacket is an eBPF-based network analyzer designed to visualize network packet flows, latencies, and TCP connection anomalies across active namespaces. By using eBPF, it captures network performance data with negligible resource overhead compared to standard sidecar proxies. The project is popular for troubleshooting application latency issues and tracing microservice request dependencies. +### iptables Analysis + +#### Troubleshooting + + - **(2026)** [github.com/box/kube-iptables-tailer](https://github.com/box/kube-iptables-tailer) ⭐ 549 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — Kube-iptables-tailer is a specialized controller that parses system-level kernel iptables packet drop logs and maps them directly to active Kubernetes Pods. By resolving low-level packet drops to recognizable workload names, it simplifies network policy auditing and connectivity troubleshooting. This utility is ideal for platform teams managing strict, multi-layer networking environments. +### kube-proxy Next Generation + +#### Deep-Dive + + - **(2021)** [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] — An official Kubernetes architectural blog post introducing KPNG (Kube-Proxy Next Generation). The article details how KPNG splits kube-proxy into a central, API-watching controller and specialized backends (e.g., IPVS, NFTables, eBPF), enabling network engineers to write highly optimized routing layers. +## Networking and Multi-Cluster + +### Cross-Cluster Communication + +#### Coordination Frameworks + + - **(2021)** [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) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A modular, non-intrusive framework facilitating cross-cluster orchestration and synchronized tasks. It addresses inter-cluster resource coordination without requiring deep, heavy service meshes or persistent site-to-site VPN tunnels. +## Networking and Security + +### Admission Control (3) + +#### DNS Configuration + + - **(2021)** [==github.com: dnsconfig-injector - Mutating Admission Webhook for dnsconfig' pod injection==](https://github.com/karampok/dnsconfig-injector) ⭐ 30 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A specialized Mutating Admission Webhook that injects customized `dnsConfig` schemas into target pods at runtime. This alleviates the need for manual configuration of resolving hosts inside microservices manifests. Live usage points to a stable but legacy posture, as native Kubernetes DNS config inheritance has matured. +### Global Load Balancing + +#### GSLB Operator + + - **(2025)** [==k8gb 🌟==](https://github.com/k8gb-io/k8gb) ⭐ 1177 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A CNCF sandbox Global Server Load Balancing (GSLB) operator designed to deliver geo-redundancy and high availability across physical datacenters and regions. k8gb utilizes local CoreDNS engines to provide intelligent, active-passive, and geo-routed client traffic redirection without vendor lock-in. +### Identity and Access + +#### RBAC Synchronization + + - **(2024)** [==RBACSync 🌟==](https://github.com/cruise-automation/rbacsync) ⭐ 243 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A synchronization tool that translates active identity directory groups (e.g., Okta, Azure AD) directly into local Kubernetes RBAC configurations. Eliminates configuration drifts and automates security lifecycles when onboarding engineers. High reliability for multi-tenant enterprise platforms. +### Overlay Networking + +#### SDN + + - **(2026)** [==Nebula==](https://github.com/slackhq/nebula) ⭐ 17399 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An ultra-secure, highly scalable overlay networking tool developed by Slack. It utilizes Noise-protocol encryption to link nodes spanning multi-cloud platforms, physical clusters, and home networks. It acts as an exceptionally reliable, high-performance network overlay standard. +### Secret Management (1) + +#### Encryption + + - **(2022)** [==github.com/cloudflare/lockbox==](https://github.com/cloudflare/lockbox) ⭐ 183 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Cloudflare's implementation of public-key encryption workflows to store secrets safely in git repositories before deployment. This cryptographic utility integrates directly with CI/CD platforms to protect values in transit. Highly stable cryptography library still referenced in modern platforms. +#### Integration (1) + + - **(2024)** [==kube-secrets-init==](https://github.com/doitintl/kube-secrets-init) ⭐ 158 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A Mutating Admission Webhook that integrates Kubernetes pod environment definitions with cloud secrets managers (Google Secret Manager, AWS Secrets Manager, HashiCorp Vault). Dynamically intercepts and replaces secret references, enhancing runtime secret hygiene. +### Security Compliance + +#### CIS Benchmarks + + - **(2026)** [==kube-bench 🌟==](https://github.com/aquasecurity/kube-bench) ⭐ 8078 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The industry standard tool to check whether Kubernetes clusters are deployed securely according to the Center for Internet Security (CIS) benchmarks. Can be run inside container workloads or directly on node hosts, outputting detailed reports identifying API, TLS, and permissions vulnerabilities. +#### Config Validation + + - **(2026)** [==Polaris==](https://github.com/FairwindsOps/polaris) ⭐ 3367 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A widely adopted configuration validation engine designed to audit Kubernetes manifests, charts, and running pods against dozens of best practices. Identifies issues including lack of resource limits, security context issues, and networking misconfigurations. +#### Exporters + + - **(2022)** [==kube-bench-exporter==](https://github.com/yashvardhan-kukreja/kube-bench-exporter) ⭐ 12 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A dedicated exporter designed to scrape kube-bench CIS compliance output files and convert them into standard Prometheus metrics. This allows SREs to implement real-time security scanning and continuous integration metrics directly on Grafana. +#### OpenShift Audit + + - **(2021)** [==OpenShiftKubeAudit==](https://github.com/AICoE/OpenShiftKubeAudit) ⭐ 10 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A compliance auditing utility designed specifically to scan Red Hat OpenShift architectures. It checks active security profiles, configurations, and SCCs (Security Context Constraints) to trace potential misconfigurations or vulnerabilities within enterprise installations. +### Service Access + +#### Port Forwarding (2) + + - **(2022)** [==port-map-operator==](https://github.com/MOZGIII/port-map-operator) ⭐ 28 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An operator that automates mapping physical node ports or external router ports directly to target service resources inside the cluster. Excellent for homelabs or edge gateways that need dynamically updated router UPnP mapping profiles. +### Vulnerability Scanning + +#### Pentesting + + - **(2024)** [==kubestriker 🌟==](https://github.com/vchinnipilli/kubestriker) ⭐ 1003 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A dedicated pentesting tool designed to audit, explore, and report vulnerabilities inside Kubernetes environments. It probes misconfigured webhooks, open API endpoints, and insecure ports to locate potential compromise vectors. Essential for red-teaming exercises. ## Observability (1) +### APM and Metrics + +#### Observability Platform + + - **(2026)** [==SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟==](https://github.com/SigNoz/signoz) ⭐ 27331 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A massive open-source APM and observability platform natively integrated with OpenTelemetry. Tracks telemetry, trace spans, metrics, and application logs in a unified, high-performance UI backed by ClickHouse. Widely recognized as a major open-source competitor to Datadog. ### Alert Management #### Visualizers - **(2023)** [==karma 🌟==](https://github.com/prymitive/karma) ⭐ 2648 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly functional and responsive dashboard for Prometheus Alertmanager alerts. Enables deep filtering and cluster aggregation across diverse Alertmanager nodes, dramatically improving SRE triage workflows. +### Alerting and Notifications + +#### Crash Tracking + + - **(2022)** [==k8s-crash-informer==](https://github.com/lnsp/k8s-crash-informer) ⭐ 47 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A minimal event listener that detects Pod CrashLoopBackOff situations and broadcasts instant alerts to designated incident channels. Helps infrastructure teams drastically minimize operational downtime. + - **(2021)** [==k8s-alert==](https://github.com/kareem-elsayed/k8s-alerts) ⭐ 21 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A lightweight alerting manager focusing on pod anomalies and failures. It continuously monitors target namespaces and fires instant notification signals when operational errors occur. +#### Job Monitoring + + - **(2021)** [==**k8s-job-notify**==](https://github.com/sukeesh/k8s-job-notify) ⭐ 133 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A specialized controller that tracks Kubernetes Job transitions and dispatches automated event updates to common communication channels like Slack and Discord. Ideal for keeping systems operations updated on long-running training runs or batch transformations. +### Audit Logging + +#### Change Tracking + + - **(2022)** [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] — An analytical guide exploring the operational necessity of tracking live cluster configuration modifications. The post contrasts change-tracking methods, including Kubernetes API auditing, GitOps synchronization differentials, and real-time alerting engines like Robusta and Kubeshark. +### CLI Utilities (3) + +#### Image Security + + - **(2023)** [==kubectl-images==](https://github.com/chenjiandongx/kubectl-images) ⭐ 277 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A CLI plugin designed to scan, inventory, and display the exact container images actively deployed inside a cluster namespace. Essential for identifying outdated registry links and resolving missing image version tags. +#### Pod Status + + - **(2023)** [==KSS - Kubernetes pod status on steroid==](https://github.com/chmouel/kss) ⭐ 43 [RUST CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A CLI utility designed to enhance pod status visibility, extracting high-fidelity information from Kubernetes clusters in real-time. It visualizes container terminations, restarts, and readiness probes with rich colors and status indicators, addressing the visual limitations of native `kubectl get pods`. ### ChatOps #### Collaboration Platforms - **(2019)** [**botkube.io**](https://botkube.io) [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Botkube is a collaboration and ChatOps tool designed to integrate Kubernetes clusters directly with popular messaging channels like Slack, Discord, and Teams. It allows debugging, running kubectl commands, and monitoring cluster alerts securely from chat interfaces. +### Cluster Health + +#### Visualization (1) + + - **(2026)** [github.com/oslabs-beta/ClusterWatch](https://github.com/oslabs-beta/ClusterWatch) ⭐ 135 [JAVASCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] — ClusterWatch is an open-source diagnostics dashboard built to monitor overall cluster stability and track system-wide container events in real time. It offers teams direct, visual insights into container health, restarts, and underlying storage failures without requiring complex platform configurations. This utility is a strong candidate for development environments and simplified operations setups. +### Cluster Monitoring + +#### Connectivity Checkers + + - **(2021)** [==kmoncon==](https://github.com/Stono/kconmon) ⭐ 287 [NODE.JS CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A connection monitoring tool that tests internal and external cluster connectivity paths actively from the inside out. Dispatches continuous diagnostics metrics to trace latency, DNS resolution, and structural network failures across namespaces. ### Dashboards -#### Developer Tooling (2) +#### Developer Tooling (3) - **(2023)** [==vmware-tanzu/octant==](https://github.com/vmware-archive/octant) ⭐ 6247 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — Octant was an open-source, extensible developer dashboard designed to visualize local and remote Kubernetes cluster states, resource dependencies, and logs. Project development was officially archived in 2023 as developers shifted to other open-source or commercial alternatives like Lens, OpenLens, and K9s. -### Debugging +### Debugging (1) #### CLI Extensions @@ -980,16 +1543,103 @@ #### eBPF - **(2025)** [**inspektor-gadget/inspektor-gadget**](https://github.com/inspektor-gadget/inspektor-gadget) ⭐ 2846 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An advanced eBPF-based debugging and observability framework for Kubernetes clusters. It instruments system calls, network flows, and filesystem activities directly at the kernel level without injecting sidecars, delivering low-overhead runtime inspection and security auditing. +### Deployment Monitoring + +#### Libraries + + - **(2026)** [werf/kubedog](https://github.com/werf/kubedog) ⭐ 745 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Kubedog is an open-source Go library designed to track and stream real-time logs and events from Kubernetes resources during active rollouts. By operating directly inside pipelines, it allows tools like Werf to react immediately to failing Pods or failing startup probes. Real-world validation highlights its utility for building customized deployment dashboards and intelligent pipeline gates. ### Event Management +#### Exporters (1) + + - **(2024)** [==kubernetes-event-exporter 🌟==](https://github.com/opsgenie/kubernetes-event-exporter) ⭐ 1046 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An essential monitoring tool that continuously watches Kubernetes events and forwards them to various third-party sinks (Elasticsearch, Opsgenie, Kafka, Slack). This architecture solves the issue of short etcd retention windows for audit trails and operations diagnostics. It is actively maintained and highly favored in enterprise-grade logging pipelines. #### Notifications - **(2016)** [bitnami-labs/kubewatch](https://github.com/vmware-archive/kubewatch) ⭐ 2426 [GO CONTENT] 🌟🌟🌟 [LEGACY] — A popular event-driven Kubernetes watcher that monitors cluster resources and broadcasts real-time changes directly to webhooks and team workspaces like Slack. Note: The project has been archived by VMware; users are urged to migrate to active tools like Botkube. +### Incident Response + +#### Operations + + - **(2026)** [Grafana OnCall OSS](https://grafana.com/oss/oncall) [PYTHON CONTENT] [COMMUNITY-TOOL] — Grafana OnCall OSS is an open-source, developer-friendly incident response and alert management tool designed to integrate natively with Prometheus and Grafana alerts. It enables on-call engineering teams to easily configure alert schedules, escalation pipelines, and slack integrations directly from an intuitive interface. It simplifies operations by centralizing alerting rules and on-call schedules. +### Logging and Events + +#### Event Routing + + - **(2025)** [resmoio/kubernetes-event-exporter](https://github.com/resmoio/kubernetes-event-exporter) ⭐ 1030 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — The Kubernetes Event Exporter routes native, transient cluster events to long-term storage and telemetry backends like Elasticsearch, Kafka, Datadog, or Slack. This ensures reliable auditing trails and operational visibility, filling the void left by default short-lived event structures. +### Metrics + +#### Dashboards (1) + + - **(2021)** [oslabs-beta/kubermetrics](https://github.com/oslabs-beta/kubermetrics) [JAVASCRIPT CONTENT] 🌟 [COMMUNITY-TOOL] — Kubermetrics is an open-source visualizer and metrics aggregator for Kubernetes clusters. It provides developers with real-time health data, resource consumption statistics, and alert visualizations. While convenient for local development, it lacks the enterprise-grade scalability of Prometheus-based stacks and operates primarily as a lightweight debugging dashboard. +#### Lightweight Monitoring (1) + + - **(2026)** [groundcover-com/murre](https://github.com/groundcover-com/murre) ⭐ 319 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Murre is an elegant, lightweight command-line tool designed to query CPU and memory usage statistics from clusters without running Prometheus or Metric Server. By querying the internal Kubelet summary endpoints directly, it quickly provides resource overhead views on any environment. It is ideal for debugging workloads on edge systems where tracking resource consumption must be low-overhead. +### Network Observability + +#### eBPF (1) + + - **(2022)** [dev.to: Pixie: an X-ray Machine for Kubernetes Traffic](https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A comprehensive technical overview of Pixie, a CNCF-hosted, eBPF-powered observability framework. The guide details how Pixie leverages eBPF kernel probes to dynamically capture SQL commands, HTTP traffic, and performance metrics without code changes or sidecar injection overhead. +### Performance and Kernel + +#### eBPF Monitoring + + - **(2022)** [==kube-ebpf-exporter 🌟==](https://github.com/ahas-sigs/kube-ebpf-exporter) ⭐ 55 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A Prometheus-compatible exporter that translates system events captured via custom eBPF programs into actionable metrics. This allows platform engineers to trace low-level syscalls, file system latency, and network performance with minimal overhead. The project represents a growing shift toward kernel-level observability. ### UI Clients #### Multi-Cluster (1) - **(2024)** [KubeUI: A Desktop Kubernetes Client](https://github.com/IvanJosipovic/KubeUI) ⭐ 311 [C# CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A high-performance, desktop-optimized UI designed to stream, monitor, and interact with live cluster metrics and objects. It enhances developer agility through dynamic views of multi-cluster namespaces and active workload metrics. +### UI Dashboards (2) + +#### Validation and Analysis + + - **(2025)** [kubevious: application centric Kubernetes UI 🌟](https://kubevious.io) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An application-centric dashboard providing structural validation, configuration analysis, and historical state tracking. It dynamically correlates Kubernetes objects to detect structural anomalies, cascading failures, and security rule violations before runtime issues occur. +#### Visual Management + + - **(2023)** [==Teleskope==](https://github.com/teleskopeView/teleskope_k8s) ⭐ 24 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A visual workspace client offering simple layout views of running pods, services, and configuration objects. Designed to provide dynamic cluster analytics for local developers and platform engineers trying to understand live workloads. +### UI Tools (1) + +#### Visualization (2) + + - **(2026)** [kateyes.co.uk](https://www.kateyes.co.uk) [GO CONTENT] [COMMUNITY-TOOL] — Kateyes serves as a community diagnostic portal providing lightweight cluster visualization and monitoring utilities. It assists platform teams in mapping real-time cluster workloads without deploying heavy, resource-intensive metrics databases. It remains an accessible option for local environment tracking and simplified administrative monitoring. +### eBPF Diagnostics (1) + +#### Distributed Tracing + + - **(2026)** [**odigos**](https://github.com/odigos-io/odigos) ⭐ 3657 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Odigos is a powerful distributed tracing auto-instrumentation engine that leverages eBPF technology to instrument microservice architectures without code changes. It automatically discovers active services, hooks into internal runtimes, and streams OpenTelemetry traces directly to collectors. It has emerged as a preferred solution for platform teams seeking zero-to-hero observability coverage. +## Observability and Diagnostics + +### Cluster Management Platforms + +#### UI Tools (2) + + - **(2017)** [==github.com/portainer/portainer==](https://github.com/portainer/portainer) ⭐ 37719 [GO / JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Portainer is a container management application that simplifies configuration and monitoring of multi-engine container environments, including Kubernetes. Featuring an intuitive web interface, it lowers the operational barrier for developers and sysadmins, facilitating application delivery and role-based access control. +### Developer Productivity (2) + +#### Port Forwarding (3) + + - **(2023)** [==github.com/hcavarsan/kftray ⭐==](https://github.com/hcavarsan/kftray) ⭐ 1524 [TYPESCRIPT / RUST CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — KFTray is a desktop-native menubar utility designed to manage multiple simultaneous kubectl port forwarding connections. It simplifies complex local development loops by allowing engineers to save, group, and dynamically trigger port-forward rules across distinct clusters and namespaces. +### Log Aggregation + +#### CLI Utilities (4) + + - **(2015)** [==Stern 🌟==](https://github.com/stern/stern) ⭐ 4733 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Stern is a highly efficient Go-based CLI utility that tails logs from multiple pods and containers within a cluster, utilizing regular expressions for flexible Pod selection. It automatically handles the lifecycle of newly spawned pods, appending them to the output stream on the fly. + - **(2010)** [==Kubetail 🌟==](https://github.com/johanhaleby/kubetail) ⭐ 3489 [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Johanhaleby's Kubetail is a lightweight, widely adopted Bash script that aggregates logs from multiple Kubernetes Pods into a single streaming stdout stream. It utilizes wildcard and regex matching patterns to capture dynamic Pod names, color-coding outputs per container to streamline manual log inspections. +#### UI Tools (3) + + - **(2022)** [==github.com/kubetail-org/kubetail 🌟==](https://github.com/kubetail-org/kubetail) ⭐ 1720 [TYPESCRIPT / GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kubetail (by kubetail-org) is a real-time log-monitoring dashboard designed specifically for Kubernetes environments. It aggregates streaming logs from diverse Pods and containers directly in a web interface, allowing platform engineers to filter, pause, and search outputs instantly. +### Resource Cleanup (1) + +#### Cluster Hygiene + + - **(2023)** [==github.com/yonahd/kor==](https://github.com/yonahd/kor) ⭐ 1798 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kor is an out-of-the-box orphan resource finder that helps platform teams reclaim cluster resources by identifying unused ConfigMaps, Secrets, ServiceAccounts, and PVCs. Featuring stdout, JSON, and Prometheus metrics outputs, it easily embeds into monitoring pipelines to optimize cluster costs. + - **(2022)** [==github.com/yonahd/orphaned-configmaps: Orphaned ConfigMaps==](https://github.com/yonahd/orphaned-configmaps) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Orphaned ConfigMaps detects unreferenced ConfigMaps and Secrets across active namespaces. By scanning volume mounts and env declarations, it exposes abandoned configurations that increase complexity and security exposure. It is a targeted utility for regular cluster housekeeping. +### eBPF Observability + +#### Application Monitoring + + - **(2020)** [==px.dev: Pixie==](https://px.dev) [C++ / GO / PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Pixie is a CNCF-sandbox eBPF-driven observability platform designed to monitor Kubernetes workloads with zero manual code instrumentation. It dynamically gathers telemetry data including network flow and CPU usage profiles by tapping directly into the Linux kernel. + - **(2020)** [==github.com: Pixie - Instant Kubernetes-Native Application Observability==](https://github.com/pixie-io/pixie) ⭐ 6462 [C++ / GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An entry detailing the Pixie platform's open-source repository, which provides automatic kernel-level telemetry extraction using advanced eBPF probes. This allows immediate system-wide analysis of microservice network communications without app modifications. ## Observability and Monitoring ### Runtime Security @@ -997,23 +1647,289 @@ #### Falco and K3s Audit Logging - **(2021)** [Analyze Kubernetes Audit logs using Falco 🌟](https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] — Demonstrates how to pipe Lightweight Kubernetes (K3s) API server audit logs directly into CNCF Falco. Perfect for resource-constrained edges and automated home lab deployments. -## Operations +## Observability and Performance +### Log Streaming + +#### CLI Log Tools + + - **(2017)** [atombender/ktail 🌟](https://github.com/atombender/ktail) ⭐ 365 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A dedicated log-streaming tool built to stream, aggregate, and colorize logs from multiple workloads simultaneously. It filters log pipelines by name or label schemas to optimize terminal investigations. +### Network Monitoring + +#### Mesh Connectivity + + - **(2017)** [**bloomberg/goldpinger 🌟**](https://github.com/bloomberg/goldpinger) ⭐ 2707 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An advanced connectivity troubleshooting tool that deploys as a cluster-wide DaemonSet to ping target peers. It generates visual mesh graphics depicting latency patterns, transport failures, and network partition faults. +#### Packet Capture + + - **(2018)** [**eldadru/ksniff 🌟**](https://github.com/eldadru/ksniff) ⭐ 3472 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A vital kubectl extension engineered to capture and inspect real-time TCP/IP network packets within pods. It uploads a static tcpdump binary on demand, routing traffic directly to Wireshark for analysis. +### Performance Testing + +#### Load Generation + + - **(2017)** [**codesenberg/bombardier 🌟**](https://github.com/codesenberg/bombardier) ⭐ 6796 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A high-performance, concurrent HTTP benchmarking and load generation tool written in Go. Utilizing standard fasthttp routines, it generates substantial networking loads to test the horizontal scalability and limits of Kubernetes services. +### Pod Diagnostics + +#### Inspection Tools + + - **(2020)** [wangjia184/pod-inspector](https://github.com/wangjia184/pod-inspector) [GO CONTENT] [COMMUNITY-TOOL] — A localized tool developed to inspect and audit target pod environments. It analyzes container variables, runtime logs, and interface networks directly inside running clusters to facilitate rapid diagnosis. +### Real-Time Monitoring + +#### Diagnostics (1) + + - **(2021)** [ReallyLiri/kubescout: Kube-Scout](https://github.com/ReallyLiri/kubescout) ⭐ 126 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An event diagnostic utility that scans logs and cluster events to track down crashed pods and network failures. It features custom search syntax rules, allowing developers to filter alert noise. +#### Error Alerting + + - **(2021)** [abahmed/kwatch](https://github.com/abahmed/kwatch) ⭐ 1010 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A real-time error monitor and alert router that monitors Kubernetes logs and pod events. When crash loops occur, it streams exact logs and statuses to systems like Slack, Teams, or custom webhooks. +## Operations (1) + +### Automation (2) + +#### Media and Downloaders + + - **(2025)** [github.com/jwcesign/kubespider](https://github.com/jwcesign/kubespider) [GO CONTENT] [COMMUNITY-TOOL] — Kubespider is an orchestration system designed to automate home lab media processing and down-load pipelines inside Kubernetes. It structures triggers and hooks that link download managers, indexes, and media players together in a unified cluster infrastructure. +#### Workflow + + - **(2023)** [github.com/oslabs-beta/Ekkremis](https://github.com/oslabs-beta/Ekkremis) ⭐ 129 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — Ekkremis is a Kubernetes orchestration helper developed to manage deferred cron tasks and temporary execution pods. It provides a visual interface for tracking scheduled events, proving beneficial for managing ephemeral QA and administrative maintenance workloads. +### CLI Tool (1) + +#### Cluster Management (3) + + - **(2023)** [Havener](https://github.com/homeport/havener) ⭐ 334 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A convenient CLI tool that wraps kubectl and helm commands into high-level operations, simplifying tasks like sweeping namespaces, downloading files from pods, or executing parallel commands across nodes. In 2026, it remains a valuable utility for cluster administrators seeking faster alternative commands to long kubectl scripts. +#### Kubectl Plugin + + - **(2021)** [Armada kubectl plugin 🌟](https://github.com/night-gold/armada) ⭐ 15 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A specialized kubectl plugin designed to streamline the execution of commands across multiple clusters and namespaces simultaneously. It aims to reduce context-switching overhead for multi-cluster operators. In 2026, this tool remains a lightweight, niche CLI utility, largely superseded by more comprehensive multi-cluster management control planes. +#### Multi-Execution + + - **(2022)** [kubectl-tmux-exec](https://github.com/predatorray/kubectl-tmux-exec) ⭐ 141 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A highly practical kubectl plugin that leverages tmux to multiplex exec connections across multiple Kubernetes pods simultaneously. It allows administrators to run interactive CLI tasks in parallel, with separate panes synchronized for keyboard input. In 2026, it remains an indispensable power-user CLI utility for on-the-fly multi-pod troubleshooting. +#### Query + + - **(2023)** [ketall](https://github.com/corneliusweig/ketall) ⭐ 751 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A kubectl plugin that executes an authentic 'get all' command, querying every single resource type (including CRDs, cluster-scoped resources, and configs) instead of the limited subset retrieved by default. In 2026, it continues to be one of the most widely recommended diagnostic plugins for capturing complete system topology snapshot outputs. +### CLI Tooling + +#### Debugging (2) + + - **(2025)** [kvaps/kubectl-node-shell](https://github.com/kvaps/kubectl-node-shell) ⭐ 1818 [SHELL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — A highly convenient kubectl plugin that spawns an interactive root shell inside a physical cluster node's host namespace. By bypassing conventional SSH access mechanisms and employing short-lived administrative containers, it simplifies deep OS-level performance tuning. + - **(2022)** [kingdonb/kubectl-exec-user](https://github.com/kingdonb/kubectl-exec-user) [GO CONTENT] [COMMUNITY-TOOL] — A specialized kubectl plugin built to execute shell commands inside containers using specific administrative user IDs. While helpful for testing boundary conditions under Pod Security Standards, it has lost active maintenance in favor of native kubectl capabilities. + - **(2021)** [mohatb/kubectl-exec](https://github.com/mohatb/kubectl-exec) ⭐ 87 [GO CONTENT] [COMMUNITY-TOOL] — A simple kubectl plugin designed to ease executive context execution into all pods matching a specific label selector. While it simplifies multi-pod execution for ad-hoc debugging, modern enterprise workflows have largely transitioned to more feature-rich and actively maintained alternatives like kubectl-foreach or custom controllers. + - **(2019)** [github.com/ibuildthecloud/wtfk8s](https://github.com/ibuildthecloud/wtfk8s) ⭐ 95 [GO CONTENT] [LEGACY] — An archived educational helper utility engineered to inspect cluster logs and auto-decode runtime error states. Although modern AI-powered and observability-driven telemetry pipelines have succeeded it, it represents an important milestone in interactive troubleshooting. +#### Interactive Shell + + - **(2023)** [github.com/cloudnativelabs/kube-shell ⭐](https://github.com/cloudnativelabs/kube-shell) ⭐ 2393 [PYTHON CONTENT] 🌟🌟🌟 [LEGACY] — An interactive command shell wrapper for kubectl that features context indicators, command completion, and inline help. While visually compelling, native terminal enhancements (such as zsh completions combined with fzf) have largely rendered this dedicated wrapper legacy. +#### Multi-resource Execution + + - **(2025)** [github.com/ahmetb/kubectl-foreach: kubectl foreach ⭐](https://github.com/ahmetb/kubectl-foreach) ⭐ 489 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — kubectl-foreach is a highly efficient plugin that runs kubectl commands across multiple contexts, namespaces, or resources in parallel. It handles asynchronous command execution and presents grouped terminal output, drastically optimizing multi-cluster administrative operations. +#### Network Testing + + - **(2022)** [github.com/OvidiuBorlean/kubectl-sockperf](https://github.com/OvidiuBorlean/kubectl-sockperf) [SHELL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A specialized plugin designed to run sockperf-based latency and throughput tests between Kubernetes pods. Although a valuable benchmarking tool for network CNI evaluations, it is currently inactive, with administrators migrating to generalized benchmarking tools. +#### Resource Auditing (1) + + - **(2023)** [github.com/chenjiandongx/kubectl-count](https://github.com/chenjiandongx/kubectl-count) ⭐ 39 [GO CONTENT] [COMMUNITY-TOOL] — A fast and minimal kubectl plugin designed to return resource counts grouped by namespace or specific kinds. It targets fast CLI inspections, though modern system administrators frequently replace it with k9s configurations or basic custom scripting. + - **(2021)** [pan-net-security/kcount](https://github.com/pan-net-security/kcount) [GO CONTENT] [LEGACY] — A legacy resource-counting CLI tool designed to audit Kubernetes deployments and verify configuration density. The project has largely been archived, with modern platforms choosing native Prometheus queries, k9s, or newer kubectl extensions for cluster-wide resource inspections. +#### Shell Configuration + + - **(2025)** [**github.com/jonmosco/kube-ps1 ⭐**](https://github.com/jonmosco/kube-ps1) ⭐ 3795 [SHELL CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Kube-ps1 is an absolute de facto standard shell helper that dynamically appends the active Kubernetes context and namespace to the terminal command prompt. By giving clear, constant visual context, it significantly reduces the risk of accidental command execution on production clusters. +#### Terminal UI + + - **(2023)** [pymag09/kubecui](https://github.com/pymag09/kubecui) ⭐ 128 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — Kubecui is a lightweight terminal-based graphical user interface for Kubernetes cluster inspection. It offers a fast, keyboard-driven structural overview of resources, serving as an alternative to resource-heavy desktop GUI clients for terminal purists. +#### Visualization (3) + + - **(2024)** [steveteuber/kubectl-graph ⭐](https://github.com/steveteuber/kubectl-graph) ⭐ 690 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A kubectl plugin that parses cluster resource dependencies and generates Graphviz DOT diagrams of resource hierarchies. It serves as an invaluable visual debugging companion for troubleshooting complex Helm deployments or Custom Resource linkages in real-time. +#### Web Terminal + + - **(2025)** [cloudtty/cloudtty: A Kubernetes Cloud Shell (Web Terminal) Operator](https://github.com/cloudtty/cloudtty) ⭐ 655 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — CloudTTY is an operator-backed web terminal designed to securely run browser-based command shell windows inside Kubernetes. Leveraging native container APIs, it provides access to authorized shells without external SSH configurations, proving invaluable for multi-tenant developer portal integration. +### Chaos Engineering + +#### Gamified Diagnostics + + - **(2026)** [kubeinvaders](https://github.com/lucky-sideburn/kubeinvaders) ⭐ 1108 [C CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Kubeinvaders is a gamified chaos engineering platform modeled after classic Space Invaders, where destroying alien ships triggers real-time Pod terminations. While visually playful, it serves as an educational framework to demonstrate system resilience, automatic failover capabilities, and network resilience. It is highly popular for live interactive workshops, chaos training, and community meetups. +### Cluster Diagnostics + +#### Automated Auditing + + - **(2025)** [==KubeEye 🌟==](https://github.com/kubesphere/kubeeye) ⭐ 850 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The main GitHub project repository for KubeEye, an advanced diagnostic utility that analyzes resources, configurations, and network environments. Pinpoints anomalies, deprecations, and potential security hazards. It runs standalone or integrates as a continuous API audit service. + - **(2024)** [KubeEye: An Automatic Diagnostic Tool that Provides a Holistic View of Your' Kubernetes Cluster 🌟](https://kubesphere.io/blogs/kubeeye-automatic-cluster-diagnostic-tool) [NONE CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — An automated cluster review tool designed to analyze workloads, node health, and network security profiles. It maps current states against Kubernetes operational best practices. Heavily integrated with KubeSphere, offering operators an intuitive baseline audit tool. +#### Pod Troubleshooting + + - **(2023)** [==Suspicious pods 🌟==](https://github.com/edrevo/suspicious-pods) ⭐ 96 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A simple CLI troubleshooting tool that scans a cluster for pods displaying unusual behaviors, such as continuous container restarts, pending statuses, or missing configurations. Provides immediate developer feedback with descriptive error logs, speeding up triage. +#### Resources and Guides + + - **(2021)** [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) [NONE CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — An informative article highlighting six open-source testing and validation tools for Kubernetes clusters. Outlines utilities like Sonobuoy, Polaris, and Popeye, providing cluster operators with a solid reference framework for auditing workload compliance. +### Cluster Querying + +#### OSQuery Integration + + - **(2020)** [==Kube_query==](https://github.com/Isan-Rivkin/kube_query) ⭐ 13 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A developer-focused diagnostic tool that applies SQL query patterns to inspect active Kubernetes cluster states, mimicking OSQuery mechanisms. It simplifies resource discovery by enabling relational SQL queries across Pods, Services, and Deployments. While offering clean diagnostic convenience, live tracking indicates the project remains a niche developer utility. +### Cluster Upgrades + +#### API Deprecations (1) + + - **(2023)** [==Saffire==](https://github.com/FairwindsOps/saffire) ⭐ 126 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — Fairwinds' utility designed to inspect deployed configurations and identify resources mapped to deprecated API versions. Extremely useful in pre-upgrade planning sequences to avoid control-plane migration disruptions. It remains a reliable reference tool during cluster lifecycle updates. +#### Lifecycle Management (3) + + - **(2023)** [==k8s-platform-lcm: Kubernetes platform lifecycle management 🌟==](https://github.com/arminc/k8s-platform-lcm) ⭐ 182 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An operations manager to track, audit, and upgrade cluster platform components, core Helm charts, and associated operator bundles. It prevents drift across non-application system-level components. Offers a simplified dashboard interface for infrastructure consistency. +### Command Line Interfaces + +#### Cluster Management (4) + + - **(2026)** [==K9s - Kubernetes CLI To Manage Your Clusters In Style!==](https://github.com/derailed/k9s) ⭐ 33963 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — K9s is a widely adopted terminal UI that provides live metrics, log streams, and interactive Shell access inside Kubernetes workloads. It transforms long debugging processes into rapid, keyboard-driven navigation, significantly reducing operational toil. Its integrated resource tracking, RBAC validation screens, and metric charts make it a vital tool for site reliability engineers. + - **(2026)** [k9scli.io](https://k9scli.io) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — The K9scli portal is the home of K9s, the terminal-based user interface designed to streamline real-time Kubernetes interaction. By abstracting kubectl command sequences into fast, keyboard-driven hotkeys, it has earned standard status in modern DevOps environments. This site serves as the starting point for setting up K9s skins, plugins, and custom cluster views. +#### Resource Monitoring + + - **(2026)** [vladimirvivien/ktop](https://github.com/vladimirvivien/ktop) ⭐ 1093 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Ktop is an interactive command-line tool modeled directly after classic system monitoring commands like 'top' and 'htop', tailored for Kubernetes environments. It queries cluster APIs to provide dynamic views of node memory utilization, pod health, and resource request ratios. It serves as a fast, accessible option for developers who need quick cluster diagnostics without deploying Prometheus. +### Command Line Tools (1) + +#### Cluster Utilities + + - **(2024)** [==KubeHelper==](https://github.com/kubehelper/kubehelper) ⭐ 249 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An interactive terminal user interface designed to assist operators with fast cluster checks, resource inspection, and safe resource cleaning. Provides structural menu shortcuts, eliminating the need to execute lengthy nested kubectl commands manually. +#### Interactive Exec + + - **(2024)** [==Kpexec==](https://github.com/ssup2/kpexec) ⭐ 270 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A specialized terminal troubleshooting tool that executes commands within running containers by spinning up privileged sidecars. This allows administrators to troubleshoot slim or distroless images without compromising default workload security bounds. +#### Node Operations + + - **(2023)** [==kubectl-node-restart 🌟==](https://github.com/MnrGreg/kubectl-node-restart) ⭐ 109 [BASH CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A fast-acting kubectl plugin that coordinates the safe rolling restart of target cluster nodes. It wraps standard drain, cordon, reboot, and uncordon routines to maintain service availability during host maintenance. Widely used for ad-hoc operational tuning. +#### Terminal UI (1) + + - **(2025)** [==kubebox==](https://github.com/astefanutti/kubebox) ⭐ 2230 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An advanced, high-performance terminal dashboard for cluster visualization. Offers real-time metrics, dynamic log streaming, container exec shortcuts, and immediate cluster health alerts, providing a modern alternative to browser dashboards. +#### Webhook Visualization + + - **(2023)** [==kubectl-view-webhook 🌟==](https://github.com/Trendyol/kubectl-view-webhook) ⭐ 108 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A high-utility kubectl plugin created to list, audit, and visualize Mutating and Validating Admission Webhooks across clusters. It simplifies debugging of webhooks by outlining exactly which API endpoints are called during cluster operations. Widely adopted by platform operators tracing webhook performance bottle-necks. +### Context Management (1) + +#### Local Development (2) + + - **(2026)** [github.com/SimonTheLeg/konf-go](https://github.com/SimonTheLeg/konf-go) ⭐ 180 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Konf-go is a high-performance, lightweight kubeconfig manager written in Go, built to handle split config setups across hundreds of remote environments. It allows platform engineers to switch context, set default namespaces, and isolate config files without encountering slow latency. Its minimalist design is ideal for developers running terminal-based workspaces. +### Debugging (3) + +#### Ephemeral Containers + + - **(2025)** [openobserve/debug-container](https://github.com/openobserve/debug-container) ⭐ 51 [SHELL CONTENT] [COMMUNITY-TOOL] — A highly functional debugging utility designed to inject ephemeral debug containers into running, distroless application pods. Pre-loaded with essential diagnostics tools, it allows platform engineers to perform networking and process audits without modifying the original container image. ### Deprecation Monitoring #### Resource Validation - **(2026)** [==Deprek8ion==](https://github.com/swade1987/deprek8ion) ⭐ 143 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A Rego-based validation policy suite created to audit obsolete API resources in Kubernetes templates. While historically popular for preventing runtime upgrade issues, platform engineering teams are transitioning toward active admission dynamic scanners like Pluto or Kubent in modern workflows. +### Diagnostics (2) + +#### Cluster Sanitization + + - **(2025)** [==Popeye - A Kubernetes Cluster Sanitizer 🌟🌟==](https://github.com/derailed/popeye) ⭐ 6296 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Popeye is a powerful utility that audits active Kubernetes clusters, identifying potential configuration anomalies, resource over-allocations, and security misalignments. By cross-referencing live cluster states with best practices, it generates a comprehensive diagnostic report. It is universally adopted in devops workflows for quick cluster hygiene health checks. ### Garbage Collection (1) -#### Resource Cleanup +#### Resource Cleanup (2) - **(2026)** [==kubectl-reap is a kubectl plugin that deletes unused Kubernetes resources 🌟==](https://github.com/micnncim/kubectl-reap) ⭐ 200 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An automated garbage collection plugin built to find and purge orphan, dangling, or unattached configuration structures. It keeps the target cluster clean by purging long-running stale objects, lowering overall management overhead. -### Node Management (1) + - **(2024)** [Qovery/pleco](https://github.com/Qovery/pleco) ⭐ 228 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Pleco is an automated garbage collection utility that monitors cloud providers and Kubernetes clusters to delete stale, expired, or orphaned resources (such as EBS volumes, load balancers, and namespaces). It is widely utilized in dynamic test-environment setups to avoid unnecessary infrastructure expenses. +### GitOps and Delivery (1) -#### Troubleshooting +#### Application Delivery (1) + + - **(2025)** [plural.sh: Deploy open-source software on Kubernetes in record time ⭐](https://www.plural.sh) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Plural is a unified application delivery platform designed to simplify the deployment, orchestration, and continuous operation of open-source software on Kubernetes. By integrating GitOps engines, automated upgrades, and native observability consoles, it reduces the complexity of self-hosting databases, tools, and message brokers. +#### Deployment Automation + + - **(2020)** [awesome-it/adeploy](https://github.com/awesome-it/adeploy) ⭐ 14 [PYTHON CONTENT] [COMMUNITY-TOOL] — An Ansible-based automation utility designed to orchestrate early-stage Kubernetes cluster deployments. Modern production operations have entirely transitioned to Kubernetes-native platforms (e.g., Kubeadm, Cluster API) and GitOps tooling (e.g., Argo CD). +#### Image Registry (1) + + - **(2025)** [**crazy-max/diun**](https://github.com/crazy-max/diun) ⭐ 4720 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Diun (Docker Image Update Notifier) is a lightweight CLI application designed to monitor Docker registries and notify team members of active image updates. With support for multiple notification backends (Slack, Telegram, Webhooks), it bridges the gap between static registry management and automated GitOps continuous integration pipelines. +### Installation + +#### Artifact Management + + - **(2025)** [downloadkubernetes.com: Download Kubernetes 🌟](https://www.downloadkubernetes.com) [HTML CONTENT] [COMMUNITY-TOOL] — A simplified utility portal facilitating direct, version-specific binary downloads for various Kubernetes core components, including kubectl, kubeadm, and kubelet across multiple architectures. Streamlines manual bootstrapping and quick-start testing procedures. +### Logging + +#### CLI Tool (2) + + - **(2021)** [rkubelog 🌟](https://github.com/solarwinds/rkubelog) ⭐ 23 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A command-line tool designed to tail and parse structured Kubernetes application logs in real-time, offering advanced regex filtering, JSON formatting, and stream highlights. While SolarWinds transitioned to central SaaS offerings, this local CLI utility remains a handy, fast tool for developers debug-tailing raw stdout logs in 2026. +### Monitoring + +#### Automation (3) + + - **(2023)** [oslabs-beta/Palaemon](https://github.com/oslabs-beta/Palaemon) ⭐ 134 [JAVASCRIPT CONTENT] 🌟 [COMMUNITY-TOOL] — Palaemon is a diagnostic dashboard tool that focuses on monitoring container state changes and automatically notifying teams of pod crashes and restarts. It provides lightweight health-check alerts, filling the monitoring gap for simple development and staging clusters. +### Node Management (2) + +#### Troubleshooting (1) - **(2018)** [Kubernetes DaemonSet that enables a direct shell on each Node using SSH to localhost](https://gist.github.com/xandout/8d24558c75c53f3cb8bf0a97ec25fcfc) [YAML CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [LEGACY] — Presents a functional DaemonSet template allowing administrators direct node shell access over SSH to localhost. Helpful for troubleshooting bare-metal or legacy infrastructure layers without traditional jump hosts. +### Observability (2) + +#### Distributed Tracing (1) + + - **(2022)** [Kspan - Turning Kubernetes Events into spans 🌟](https://github.com/weaveworks-experiments/kspan) ⭐ 807 [GO CONTENT] 🌟🌟🌟 [EMERGING] [LEGACY] — An experimental tool designed to consume Kubernetes events and convert them into OpenTelemetry-compliant spans. By treating lifecycle events as spans, it enables operators to visualize cluster events inside APM tracing backends like Jaeger or Zipkin. With Weaveworks' exit from active development, the project remains an archived but highly influential conceptual reference in 2026. +#### History Visualization + + - **(2023)** [salesforce/Sloop - Kubernetes History Visualization 🌟](https://github.com/salesforce/sloop) ⭐ 1579 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A visualizer for Kubernetes history that records resource changes over time and displays them on a timeline. By preserving historical state changes of Pods, ReplicaSets, and Deployments, it helps engineers troubleshoot transient issues that occurred hours or days prior. Widely used in 2026 to bridge the visibility gap left by ephemeral standard API metrics. +#### Prometheus UI + + - **(2021)** [KUR8 🌟](https://github.com/oslabs-beta/KUR8) ⭐ 215 [JAVASCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An open-source, web-based platform designed to visualize and analyze Prometheus metrics collected from Kubernetes clusters. It features built-in dashboards for node performance, resource limits, and cluster health monitoring. In 2026, the project is largely static, serving as an educational reference for writing lightweight Prometheus visualizers. +#### Resource Analysis + + - **(2021)** [Kubesurveyor 🌟](https://github.com/viralpoetry/kubesurveyor) [GO CONTENT] [LEGACY] — A tool designed to scan and map namespaces, workloads, and running pods in a Kubernetes cluster, providing an overview of configuration layouts and potential drift. By 2026, this unmaintained project has been archived, with its core inventory and mapping functions fully replaced by native Prometheus/Grafana or modern platform engineering portal features. +#### Visualization (4) + + - **(2024)** [KubeView 🌟](https://github.com/benc-uk/kubeview) ⭐ 1201 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A web-based, real-time visualization tool that renders Kubernetes API objects (Pods, Deployments, Services, Ingresses) and their relationships as a structured graphical map. It assists developers and administrators in diagnosing network routing and mapping configurations. In 2026, it is highly appreciated as a lightweight alternative to heavier cluster dashboards. +#### Visualizer + + - **(2021)** [sciuro](https://github.com/cloudflare/sciuro) ⭐ 180 [TYPESCRIPT CONTENT] 🌟🌟 [EMERGING] — An experimental graphical interface developed by Cloudflare to visualize Kubernetes workloads, cluster nodes, and networking paths in real time. It was designed to highlight resource topology and mapping structures. In 2026, the repository is unmaintained but serves as an informative architectural archetype for web UI mapping. +### Platform Engineering (3) + +#### Control Planes (1) + + - **(2025)** [github.com/krateoplatformops/krateo](https://github.com/krateoplatformops/krateo) [GO CONTENT] [ADVANCED LEVEL] [EMERGING] — Krateo Platform Ops is an emerging control plane orchestrator designed to build standardized internal platforms. Utilizing Crossplane underneath, it helps platform engineers manage heterogeneous cloud resources, database deployments, and infrastructure pipelines via declarative Kubernetes interfaces. +#### Service Catalog + + - **(2024)** [github.com/JovianX/Service-Hub](https://github.com/JovianX/Service-Hub) ⭐ 122 [GO CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — Service-Hub is a self-service platform dashboard designed to turn Helm charts, operators, and cloud infrastructure scripts into unified service catalog items. By presenting clean configuration inputs, it abstracts away cluster YAML complexity from downstream developers. +### Port Forwarding (4) + +#### Local Development (3) + + - **(2026)** [github.com/we-dcode/kubetunnel](https://github.com/we-dcode/kubetunnel) ⭐ 200 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Kubetunnel is an elegant CLI utility that establishes secure bi-directional tunnels, connecting local developer machines with active remote namespaces. It enables local microservices to resolve cluster-internal DNS and receive traffic as if they were running inside the virtual network. This capability dramatically accelerates development cycles by eliminating the need for constant remote deployments. + - **(2026)** [github.com/AdamRussak/k8f](https://github.com/AdamRussak/k8f) ⭐ 41 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — K8f simplifies local microservice debugging by providing a graphical interface to manage multiple concurrent Kubernetes port-forward tunnels. It replaces manual, error-prone terminal execution with a clean dashboard for defining, starting, and monitoring local-to-remote cluster tunnels. This GUI wrapper is highly beneficial for developers managing complex, multi-service local mockups. +### Resource Management + +#### CLI Tooling (1) + + - **(2025)** [Kube-capacity](https://github.com/robscott/kube-capacity/releases) ⭐ 2636 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Kube-capacity is an exceptionally popular CLI utility designed to synthesize and output resource requests, limits, and actual real-time utilization. It queries metrics servers and displays overall usage at the node, pod, and container levels, acting as a crucial tool for capacity optimization. +#### Cleanup + + - **(2022)** [K8sPurger 🌟](https://github.com/yogeshkk/K8sPurger) ⭐ 256 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A tool designed to scan a Kubernetes cluster for unused resources, identifying orphan ConfigMaps, Secrets, PVCs, and service accounts. By automating the discovery of redundant workloads, it reduces bloat and improves cluster security posture. Active through 2026 as a simple, highly effective housecleaning utility. +#### Configuration Auditing + + - **(2023)** [Ramilito/kubediff ⭐](https://github.com/Ramilito/kubediff) ⭐ 185 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — Kubediff is an operational helper designed to compare local structural Kubernetes resource configurations against running runtime instances. It acts as an validation sanity checker before executing apply commands, mitigating unintentional production configuration drifts. +#### Garbage Collection (2) + + - **(2024)** [==Kubernetes Janitor==](https://codeberg.org/hjacobs/kube-janitor) [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A declarative janitor utility designed to clean up temporary cluster resources based on time-to-live (TTL) rules or custom annotations. Highly utilized in QA/Dev clusters to automatically purge leaked namespaces and test deployments. While migrated to Codeberg, the tool is robust and actively supported for resource hygiene. +### Scheduling (3) + +#### Ad-hoc Tasks + + - **(2021)** [maorfr/kube-tasks: Kube tasks](https://github.com/maorfr/kube-tasks) ⭐ 23 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A lightweight CLI tool designed to run one-off tasks in a Kubernetes cluster without creating persistent deployments or CronJobs. It allows developers to quickly spin up debugging or configuration pods that auto-terminate. In 2026, it is a convenient tool for quick tasks, though similar functionality exists natively via kubectl run. +### Security + +#### Image Scanning + + - **(2021)** [caldito/soup](https://github.com/caldito/soup) ⭐ 40 [GO CONTENT] 🌟 [LEGACY] — Soup is a small open-source CLI tool designed to extract, analyze, and report on the container image tags actively running across a Kubernetes cluster. It aids operations teams in identifying legacy or unpinned image tags, although modern comprehensive policy engines like Kyverno have largely subsumed its utility. +### Troubleshooting Platforms + +#### Automation (4) + + - **(2026)** [komodor.com: Komodor Workflows: Automated Troubleshooting at the Speed of' WHOOSH!](https://komodor.com/blog/using-workflows-to-troubleshoot-like-a-pro) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This architectural review outlines the implementation of automated workflows within the Komodor platform to speed up incident resolution. It documents how platform administrators can configure automated runs to inspect cluster state changes, pod terminations, and configuration drift. The resource offers practical design insights for implementing rapid triage mechanisms across multi-cluster environments. +### Upgrade Safety + +#### Auditing + + - **(2025)** [**doitintl/kube-no-trouble: kubent ⭐⭐⭐**](https://github.com/doitintl/kube-no-trouble) ⭐ 3673 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] — Kube No Trouble (kubent) is an indispensable CLI utility that scans running Kubernetes clusters for deprecated API usage, obsolete resources, and outdated Helm values. By auditing cluster metadata prior to major platform upgrades, it provides an outstanding safety margin. + - **(2023)** [FairwindsOps/gonogo](https://github.com/FairwindsOps/gonogo) ⭐ 146 [GO CONTENT] 🌟 [LEGACY] — A specialized CLI tool developed to assess cluster upgrade readiness by auditing manifests for deprecated APIs. Although critical during older Kubernetes version transitions, the tool has yielded active usage to modern checkers like kubent. +### Visualization (5) + +#### Dashboard + + - **(2025)** [stakater/Forecastle](https://github.com/stakater/Forecastle) ⭐ 799 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Forecastle is a web-based portal dashboard that dynamically aggregates Ingress resources across a cluster to display a directory of running services. Utilizing annotations to identify and group target URLs, it provides platform teams with an elegant internal developer portal (IDP) entrance. + - **(2025)** [toboshii/hajimari](https://github.com/toboshii/hajimari) ⭐ 822 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — Hajimari is an elegant, highly customizable homepage and service directory engineered for self-hosted Kubernetes environments. By automatically parsing active Ingress annotations, it creates a unified portal interface for internal services and dev environments. +### Web Dashboards + +#### UI Portal + + - **(2025)** [==skooner - Kubernetes Dashboard==](https://github.com/skooner-k8s/skooner) ⭐ 1439 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A lightweight, real-time web console formerly known as Kube-dev. Optimized for both mobile and desktop screens, it enables platform engineers to quickly monitor and manage cluster resources, deployments, and logs without resource overhead. ## Operations and Troubleshooting ### Diagnostic Analysis @@ -1021,6 +1937,49 @@ #### Windows Packet Capture - **(2020)** [github.com/OvidiuBorlean/kubectl-windumps](https://github.com/OvidiuBorlean/kubectl-windumps) [GO CONTENT] [ADVANCED LEVEL] [LEGACY] — A legacy kubectl command-line utility facilitating TCP packet captures directly on Windows Server nodes within AKS clusters. Live grounding shows the project has been inactive for several years, yet it serves as a valuable conceptual reference for troubleshooting deep network issues. +## Operations and UX + +### CLI Plugins + +#### Cluster Context + + - **(2026)** [Kubeswitch (for operators) 🌟](https://github.com/danielfoehrKn/kubeswitch) ⭐ 1170 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — An advanced, highly scalable context and kubeconfig switcher designed for operators managing thousands of Kubernetes clusters. Offering sub-second response times and secure dynamic discovery of kubeconfigs, it replaces traditional static setups. + - **(2018)** [kubeswitch: Kubernetes Version Switcher 🌟](https://github.com/steamhaus/kubeswitch) ⭐ 11 [SHELL CONTENT] 🌟 [LEGACY] — A legacy command-line tool developed to swap between different versions of kubectl dynamically, ensuring version compatibility across distinct Kubernetes clusters. It has been superseded by containerized execution and modern multi-cluster managers. +#### Context Switching (1) + + - **(2021)** [kcg 🌟](https://github.com/bit-cloner/kcg) ⭐ 19 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — Kubernetes Context Generator (kcg) is a simple utility built to simplify generating custom kubeconfig profiles across multiple distinct environments. It remains a minor community project overshadowed by enterprise dynamic loaders. +#### Interactive Shell (1) + + - **(2018)** [kubeshell](https://github.com/roubles/kubeshell) [PYTHON CONTENT] [COMMUNITY-TOOL] — An early attempt at building an interactive shell auto-complete program for kubectl. Now defunct, its conceptual UX improvements have been integrated directly into standard shell autocompletion patterns and kubectl aliases. +#### Resource Navigation + + - **(2021)** [kubectl-fuzzy 🌟](https://github.com/d-kuro/kubectl-fuzzy) ⭐ 167 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A CLI plugin for kubectl that integrates fuzzy filtering capabilities via fzf. It streamlines cluster operations by enabling interactive search and selection of pods, namespaces, deployments, and logs directly from the terminal. +### GitOps Verification + +#### State Difference + + - **(2019)** [**kubediff 🌟**](https://github.com/weaveworks/kubediff) ⭐ 1181 [PYTHON CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A pioneering utility from Weaveworks that compared declarative Kubernetes manifests on disk with live cluster state to highlight drift. Historically important as a foundational GitOps tool, now superseded by automated reconciliation loops. +### Manifest Generation (2) + +#### Resource Cleaning + + - **(2026)** [**kubectl-neat 🌟**](https://github.com/itaysk/kubectl-neat) ⭐ 2077 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Kubectl-neat is an essential CLI plugin that formats raw, exported Kubernetes YAML files to remove internal cluster noise (such as automatically populated statuses and timestamps), yielding highly readable manifests for GitOps. + - **(2021)** [kubectl-eksporter 🌟](https://github.com/Kyrremann/kubectl-eksporter) ⭐ 23 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A kubectl plugin designed to clean and extract manifest files directly from active cluster resources. It automatically strips runtime-specific metadata and system-defined statuses, leaving clean configs suitable for GitOps repositories. +#### Resource Filtering + + - **(2021)** [kfilt](https://github.com/ryane/kfilt) ⭐ 114 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A CLI tool dedicated to filtering specific resources out of massive Kubernetes manifest streams. By allowing developers to extract or drop manifests based on metadata, labels, or names, it functions as an essential pipeline tool. +### Network Tunneling + +#### Developer Tools + + - **(2020)** [mbuffett.com: Replacing ngrok with ktunnel](https://mbuffett.com/posts/ktunnel-ngrok-replace) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A technical blog post detailing how to configure and utilize ktunnel to replace commercial ngrok tunnels. It outlines reverse tunneling architectures from local laptops into remote clusters for low-latency testing. +## Package Management + +### Developer Tools (1) + +#### CLI Wrappers + + - **(2022)** [kbrew](https://github.com/kbrew-dev/kbrew) ⭐ 189 [GO CONTENT] 🌟 [EMERGING] — Kbrew functions as an experimental package manager for local Kubernetes configurations, attempting to bring a Homebrew-like ease of installation to manifest files. It streamlines package delivery for local developer environments, although it has struggled to gain mainstream traction against established tools like Helm or Kustomize. ## Performance and Testing ### Benchmarking @@ -1038,21 +1997,87 @@ #### Benchmarking (1) - **(2020)** [kube-burner 🌟](https://github.com/kube-burner/kube-burner) ⭐ 773 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A specialized performance and orchestration tool designed to stress-test Kubernetes clusters. It automates object creation, monitors cluster health in real time via Prometheus, and measures scheduling latency at scale. -#### Observability (2) +#### Observability (3) - **(2021)** [==ddosify/ddosify==](https://github.com/getanteon/anteon) ⭐ 8528 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Rebranded from Ddosify to Anteon, this is a high-performance, developer-centric network load-testing and observability platform. It allows simulating high concurrency to benchmark REST APIs, HTTP endpoints, and Kubernetes workloads. #### Stress Testing - **(2021)** [openshift: Introducing kube-burner, A tool to Burn Down Kubernetes and OpenShift 🌟](https://www.redhat.com/en/blog/introducing-kube-burner-a-tool-to-burn-down-kubernetes-and-openshift) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Red Hat's official announcement and architectural breakdown of kube-burner. It covers how the tool enables platform engineers to benchmark OpenShift and standard Kubernetes cluster limits by automating mass resource creation and metric collection. -## Platform Engineering (3) +## Platform -### Infrastructure as Code (3) +### Application Platform + +#### Custom Resources (1) + + - **(2021)** [cloud-ark/caastle](https://github.com/cloud-ark/caastle) ⭐ 26 [PYTHON CONTENT] 🌟 [COMMUNITY-TOOL] — An application-focused operator designed to manage multi-tiered applications in Kubernetes using structured Custom Resources. By coordinating complex dependency lifecycles across different services, it attempts to simplify custom operator architecture. In 2026, it is primarily viewed as a research-level project. +### PaaS + +#### Cloud Foundry + + - **(2022)** [cf-for-k8s](https://github.com/cloudfoundry/cf-for-k8s) ⭐ 292 [GO CONTENT] 🌟🌟 [LEGACY] — An implementation of Cloud Foundry designed to run natively on Kubernetes, blending the Cloud Foundry developer experience (cf push) with Kubernetes infrastructure. By 2026, this repository is archived as Cloud Foundry has transitioned its Kubernetes strategy toward more modular tools (like Korifi), rendering this specific integrated project a legacy reference. +## Platform Engineering (4) + +### Application Delivery (2) + +#### Educational Material (1) + + - **(2021)** [blog.logrocket.com: Intro to KubeVela: A better way to ship applications](https://blog.logrocket.com/kubevela-intro-better-way-ship-applications) [COMMUNITY-TOOL] — An introductory developer guide providing an overview of KubeVela's application architecture model and its practical advantages over standard Kubernetes YAML files. It explains how to model complex deployment stages. + - **(2021)** [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] — This technical resource explores Dekorate, a Java-based framework that generates standard Kubernetes resource manifests during code compilation. By parsing Java annotations, Dekorate builds custom, valid deployment configurations. +#### OAM Engines + + - **(2020)** [==kubevela.io 🌟==](https://kubevela.io) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — KubeVela is an advanced CNCF-incubating application delivery and multi-cluster orchestrator built upon the Open Application Model (OAM). It decouples application declarations from physical cluster configurations by converting policies and workflows into unified abstractions. +### Boilerplates + +#### Reference Architectures + + - **(2022)** [==kubernetes-common-services==](https://github.com/ManagedKube/kubernetes-common-services) ⭐ 129 [YAML CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A curated repository hosting template manifests and configuration blueprints for common supporting platform infrastructure. Includes readily deployable definitions for monitoring stacks, ingress controllers, certificate issuers, and log forwarders. +### Cluster Distributions + +#### NoOps Platforms + + - **(2021)** [==Deckhouse: NoOps Kubernetes platform 🌟==](https://github.com/deckhouse/deckhouse) ⭐ 1311 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Deckhouse is an out-of-the-box, NoOps-oriented Kubernetes platform distribution that fully automates cluster bootstrapping, configuration management, and patching. Incorporating built-in monitoring, ingress, security, and bare-metal support modules, it operates as a self-healing system. +### Control Plane Design + +#### API Federation + + - **(2023)** [==github.com/opencontrolplane==](https://github.com/opencontrolplane) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — OpenControlPlane provides abstract control plane frameworks designed to decouple custom APIs from heavy physical compute workloads. Inspired by minimal KCP architectures, it allows API lifecycle orchestration without the operational overhead of managing physical Kubernetes nodes. It is useful for platform teams designing custom APIs. + - **(2021)** [==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) ⭐ 2785 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — KCP acts as a highly customizable prototype of a Kubernetes API server that functions completely independent of physical container nodes. It serves as a foundational platform for control plane building, multi-cluster API management, and physical-compute scheduling abstraction. +### Custom Control Planes + +#### Multi-Tenancy (2) + + - **(2024)** [Arktos](https://github.com/futurewei-cloud/arktos) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An alternative, heavily modified Kubernetes runtime architecture optimized for massive multi-tenancy scales. Introduces partition-based controllers and native multi-tenant routing directly inside the API server context. +### Developer Productivity (3) + +#### Configuration Editors + + - **(2021)** [==kubeshop/monokle==](https://github.com/kubeshop/monokle) ⭐ 2138 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Monokle is a visual Kubernetes configuration editor and IDE engineered to simplify manifest creation, validation, and delivery. It parses local directories and live cluster states, offering visual representations of resource dependencies. +#### Educational Material (2) + + - **(2022)** [youtube: From Code to Cloud: Quality Kubernetes Deployments with Monokle' | Cloud Native Islamabad](https://www.youtube.com/watch?v=7IFAg782pf8) [COMMUNITY-TOOL] [GUIDE] — A video presentation exploring how to transition from code to cloud by utilizing Monokle to build high-quality, compliant Kubernetes deployments. The session provides live demonstrations of Monokle's visual editing capabilities. +#### Tooling Accelerators + + - **(2021)** [Kubeshop 🌟](https://kubeshop.io) [VARIOUS CONTENT] [COMMUNITY-TOOL] — Kubeshop is an open-source tool incubator and accelerator dedicated to creating developer-focused Kubernetes tooling and workflows. It acts as the umbrella ecosystem behind successful platforms such as Testkube, Monokle, and Botkube. +#### UI Tools (4) + + - **(2020)** [k8studio](https://k8studio.io) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — K8Studio is a desktop graphical user interface designed to simplify multi-cluster Kubernetes administration and visualization. It presents a dynamic topological map of running cluster workloads, enabling live log streaming and terminal executions. +### Infrastructure as Code (4) #### Terraform and AWS ##### EKS Modules - **(2023)** [**AWS EKS Argo CD Terraform Component**](https://github.com/cloudposse-terraform-components/aws-eks-argocd) [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Enterprise-ready Terraform submodule designed to deploy, configure, and bootstrap Argo CD onto an existing AWS EKS cluster. Standardizes complex security configurations, integrates with IAM Roles for Service Accounts (IRSA), and provisions preconfigured Helm releases. +### Installation (1) + +#### Bare Metal (3) + + - **(2023)** [==Agorakube==](https://github.com/ilkilab/agorakube) ⭐ 98 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source Kubernetes engine dedicated to automating production-ready installations over bare metal setups. Streamlines storage provisioning, load balancing integrations, and upgrades across dedicated offline data center runtimes. +### Internal Developer Platforms (1) + +#### Frameworks (1) + + - **(2026)** [syntasso/kratix](https://github.com/syntasso/kratix) ⭐ 753 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — Kratix is a modular framework built to help platform engineering teams construct customized Internal Developer Platforms (IDPs). Using the concept of 'Promises', it permits engineers to define declarative APIs that generate multi-step orchestration workflows across multiple infrastructure planes. Grounding showcases its fast-growing appeal for companies seeking to build bespoke self-service capabilities without locking into heavy commercial portals. ### Kubernetes GitOps and Packaging #### Alternative Deployment Engines @@ -1076,56 +2101,131 @@ - **(2025)** [==KubeLinter==](https://github.com/stackrox/kube-linter) ⭐ 3469 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An enterprise-grade static analyzer for raw Kubernetes manifest files and Helm charts. Translates security benchmarks, privileged container checks, and missing resource limits into actionable DevOps signals. - **(2024)** [==github: Kubernetes JSON Schemas 🌟==](https://github.com/instrumenta/kubernetes-json-schema) ⭐ 337 [NONE CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An archive of automatically generated JSON Schemas extracted from official Kubernetes API definitions. Historically key for linting, now superseded by modern integrated IDE validation engines and CRD schemas. -## Provisioning +### Multi-Cluster Routing (1) + +#### Fleet Orchestration + + - **(2021)** [==github.com/clusternet==](https://github.com/clusternet/clusternet) ⭐ 1437 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Clusternet is an open-source, multi-cluster management framework designed to orchestrate application deployment across heterogeneous cloud-to-edge Kubernetes networks. It decouples control planes by introducing push and pull-based scheduling mechanisms, allowing seamless policy propagation. + - **(2020)** [==open-cluster-management.io==](https://open-cluster-management.io) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Open Cluster Management (OCM) is a modular, extensible CNCF project designed to orchestrate fleets of Kubernetes clusters at scale. It defines standardized API abstractions for cluster registration, application deployment policies, and compliance management. +### Multi-Tenancy (3) + +#### Policy Enforcement + + - **(2020)** [==platformengineering.org/tools/capsule ⭐==](https://platformengineering.org/tools/capsule) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Capsule provides native multi-tenancy in single Kubernetes clusters by implementing lightweight tenant abstractions. Operating as a custom operator, it manages namespaces without replacing standard Kubernetes APIs or creating separate control planes. It is highly valued for enforcing governance limits in shared enterprise platforms. +### Service Mesh Management + +#### Educational Material (3) + + - **(2022)** [Exploring Kubernetes Pods with Meshery](https://docs.meshery.io/guides/tutorials/kubernetes-pods) [COMMUNITY-TOOL] — An operational guide from the Meshery documentation focusing on managing and inspecting Kubernetes Pods within a service mesh environment. It illustrates how to leverage Meshery's visual designer to orchestrate workloads. +#### Observability Platforms + + - **(2019)** [==Meshery==](https://github.com/meshery/meshery) ⭐ 10278 [GO / JAVASCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Meshery is a comprehensive multi-service mesh management plane designed to provision, validate, and optimize service mesh infrastructures. Operating as a CNCF project, it supports multiple service mesh architectures from a single portal. +### Testing Frameworks + +#### Automation Tools + + - **(2019)** [==KubeLibrary==](https://github.com/devopsspiral/KubeLibrary) ⭐ 145 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — KubeLibrary is an open-source testing library that integrates the official Kubernetes Python Client with the Robot Framework. It enables platform and QA engineers to write human-readable end-to-end integration and sanity tests. +## Provisioning (3) ### Ansible #### Advanced Infrastructure - **(2024)** [==krd==](https://github.com/electrocucaracha/krd) ⭐ 40 [SHELL/ANSIBLE CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The Kubernetes Reference Deployment (KRD) leverages Ansible playbooks and shell scripts to automate multi-node cluster provisioning with advanced network architectures, hardware acceleration (SR-IOV), nested VM hypervisors, and distributed storage engines. -## Reliability +## Reliability (1) -### Testing +### Architectural Patterns + +#### Disaster Recovery + + - **(2021)** [Kubernetes Active Passive Applications](https://github.com/amelbakry/kubernetes-active-passive) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A reference architecture guiding the implementation of Active-Passive configurations within multi-region Kubernetes topologies. Provides template setups for handling state synchronization and global traffic failovers. +### Testing (1) #### Performance Benchmarking ##### Operators (1) - **(2024)** [==cloud-bulldozer/benchmark-operator: The Chuck Norris of cloud benchmarks==](https://github.com/cloud-bulldozer/benchmark-operator) ⭐ 305 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Automates heavy performance testing (e.g., FIO, uperf) within active clusters. It deploys targets, isolates benchmark metrics, and exports execution data to visualization layers. -## Resource Management +## Resource Management (1) ### Automation and Tools #### Rightsizing Tools - - **(2024)** [==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) ⭐ 3249 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Goldilocks is a highly popular utility that analyzes Vertical Pod Autoscaler (VPA) recommendations. + - **(2024)** [==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) ⭐ 3250 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Goldilocks is a highly popular utility that analyzes Vertical Pod Autoscaler (VPA) recommendations. - Automatically creates VPAs for workloads and visualizes ideal resource boundaries in a clean dashboard. - Essential for platform engineers aiming to establish baseline CPU and memory allocations. - **(2023)** [==kondense 🌟==](https://github.com/unagex/kondense) ⭐ 368 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kondense is an open-source, lightweight auto-tuning utility for Kubernetes. - Runs asynchronously to analyze workload consumption and dynamically update resource definitions. - Aims to reduce idle node overhead with minimal configuration. -### FinOps +### FinOps (1) #### Cluster Scale Down - **(2021)** [govirtuo/kube-ns-suspender 🌟](https://github.com/kube-ns-suspender/kube-ns-suspender) ⭐ 84 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A cloud-cost mitigation helper designed to scale down resources in designated Kubernetes namespaces during idle hours (e.g., nights and weekends). It intercepts workload resources like Deployments and StateSets to reduce overhead. -## Scheduling +## Runtime + +### WebAssembly Wasm + +#### Container Engines + + - **(2025)** [github.com/KWasm/podman-wasm](https://github.com/KWasm/podman-wasm) ⭐ 30 [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Part of the KWasm ecosystem, podman-wasm integrates WebAssembly runtimes directly with Podman container environments. It enables the seamless execution of highly isolated Wasm workloads alongside native Linux containers, signaling the paradigm of lightweight, secure serverless execution. +## Scheduling (4) ### Batch Workloads #### HPC - **(2018)** [kube-batch](https://github.com/kubernetes-retired/kube-batch) ⭐ 1091 [GO CONTENT] 🌟🌟 [LEGACY] — An early batch scheduler for Kubernetes designed to run high-performance computing (HPC) and deep learning workloads. Note: This project is now retired and archived; its features have been superseded by Volcano or the native Kubernetes scheduler queueing enhancements. +### Custom Schedulers + +#### Experimental + + - **(2018)** [github.com/rothgar/bashScheduler](https://github.com/rothgar/bashScheduler) [BASH CONTENT] [ADVANCED LEVEL] [EMERGING] — An experimental Kubernetes scheduler written entirely in Bash. It is exclusively intended for academic learning, illustrating scheduling queues, node filtering, and binding phases to developers wanting to grasp scheduler-manager communication without compiled code complexity. ### Multi-Cluster (2) #### Batch Workloads (1) - **(2020)** [Armada](https://github.com/armadaproject/armada) ⭐ 600 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A high-throughput, multi-cluster batch queuing system built on top of Kubernetes. Armada manages tens of thousands of concurrent jobs across geographically distributed clusters, optimized for machine learning and quantitative analysis. -## Security +### Scheduler Plugins +#### Enterprise Topology + + - **(2024)** [Azure/placement-policy-scheduler-plugins](https://github.com/Azure/placement-policy-scheduler-plugins) ⭐ 55 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — This repository contains custom scheduling plugins for the Kubernetes default scheduler, built by Azure. They implement advanced scheduling topologies like strict fault-domain placement, proximity-based scheduling, and specialized multi-tenant constraints, providing deep scheduling control for hyperscale enterprise architectures. +## Security (1) + +### Access Control (1) + +#### RBAC Audit + + - **(2025)** [github.com/alcideio/rbac-tool](https://github.com/alcideio/rbac-tool) ⭐ 1077 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — RBAC Tool is a powerful suite designed to simplify, audit, and generate Kubernetes Role-Based Access Control policies. It includes policy analysis commands, visual dependency graphs, and lookup capabilities to quickly ensure compliance with the least privilege security model. +#### RBAC Management + + - **(2025)** [==Permission Manager 🌟==](https://github.com/sighupio/permission-manager) ⭐ 1371 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An intuitive web application designed to govern Kubernetes Role-Based Access Control (RBAC). It enables cluster administrators to seamlessly provision users, generate Kubeconfigs, and bind specific permissions without manually editing complex YAML manifest specifications. +#### SSH Proxy + + - **(2025)** [**github.com/ContainerSSH/ContainerSSH**](https://github.com/ContainerSSH/ContainerSSH) ⭐ 3054 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — ContainerSSH is a high-security proxy server that dynamically spins up an isolated, single-use container in Kubernetes whenever a user initializes an SSH connection. It ensures strict credential verification and guarantees absolute environment isolation, preventing host namespace contamination. +### Admission Control (4) + +#### Image Signature + + - **(2024)** [connaisseur](https://github.com/sse-secure-systems/connaisseur) ⭐ 473 [PYTHON CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An admission controller that integrates image signature verification (using Cosign, Notary, or other signatures) directly into Kubernetes' admission flow. It ensures only trusted, cryptographically signed container images can be deployed in the cluster. Highly secure and widely adopted in 2026 within supply-chain security pipelines. +### Audit and Compliance + +#### Static Analysis (2) + + - **(2026)** [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) [GO CONTENT] [LEGACY] — Alcide Advisor is an agentless security tool originally engineered to validate Kubernetes configurations, workloads, and network rules against common vulnerabilities. Since the acquisition of Alcide, the repository has been archived and is no longer under active maintenance. It is primarily referenced as a historical model for static manifest parsing and rules-driven auditing. +### Authentication + +#### OIDC + + - **(2024)** [**kubelogin 🌟**](https://github.com/int128/kubelogin) ⭐ 2292 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A kubectl plugin for OpenID Connect (OIDC) authentication, enabling integration with external identity providers like Okta, Keycloak, and Google. It runs locally to retrieve token credentials and automatically configures Kubeconfig for secure cluster access. In 2026, it is recognized as the de facto standard CLI tool for OIDC login flows within enterprise environments. +#### Proxy + + - **(2023)** [kube-oidc-proxy](https://github.com/jetstack/kube-oidc-proxy) ⭐ 476 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A reverse proxy that adds OIDC authentication to managed Kubernetes clusters (e.g., EKS, GKE, AKS) where modifying API server flags directly is restricted. It intercepts incoming API server requests, validates the OIDC token, and impersonates the user utilizing Kubernetes user impersonation headers. Active through 2026, it serves as a critical bridge for enterprise security compliance on managed platforms. ### CICD Security -#### Identity and Access +#### Identity and Access (1) - **(2022)** [tremolosecurity.com: Secure Access to Kubernetes From Your Pipeline](https://www.tremolo.io/post/secure-access-to-kubernetes-from-your-pipeline) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A detailed technical guide on securing CI/CD pipelines when interacting with Kubernetes APIs. It showcases integrating OpenID Connect (OIDC) authentication flow into runner tasks to avoid long-lived high-privilege service account keys. ### Certificate Management @@ -1133,6 +2233,11 @@ #### Trust and Identity - **(2021)** [Jetstack Secure Agent 🌟🌟](https://github.com/jetstack/jetstack-secure) ⭐ 262 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A component of the Jetstack Secure platform that integrates with cert-manager. It aggregates TLS/SSL certificate telemetry and configuration states from clusters, allowing centralized enterprise monitoring of certificate lifetimes and trust domains. +### Compliance + +#### Vulnerability Scanning (1) + + - **(2022)** [infracloud.io: Securing Kubernetes Cluster using Kubescape and kube-bench](https://www.infracloud.io/blogs/securing-kubernetes-cluster-kubescape-kubebench) [YAML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A comprehensive practical guide comparing and integrating Kubescape and kube-bench within DevSecOps pipelines. The tutorial shows how to automate CIS benchmark validation via kube-bench while using Kubescape to detect RBAC misconfigurations and vulnerable container images. An essential blueprint for implementing hardening standards in production environments. ### Compliance and Policy #### OPA Rego @@ -1143,14 +2248,36 @@ #### CLI Decoders - **(2026)** [==kei6u/kubectl-secret-data==](https://github.com/keisku/kubectl-secretdata) ⭐ 39 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly convenient kubectl plugin that decodes nested Secret structures instantly. By outputting plain text directly to standard output, it eliminates manual base64 decoding loops, drastically reducing troubleshooting overhead for operations teams who frequently audit cluster application states. -### Identity and Access (1) +### Container Runtimes -#### Authentication +#### Rootless Kubernetes + - **(2024)** [rootless-containers/usernetes](https://github.com/rootless-containers/usernetes) ⭐ 970 [GO CONTENT] 🌟🌟🌟 [EMERGING] — Usernetes is an experimental project executing entire Kubernetes clusters (including kubelet, container runtime, and control plane) as unprivileged user sessions (rootless). By leveraging user namespaces, it mitigates severe host privilege escalation risks. Despite performance and networking constraints, it represents a crucial paradigm for high-security multi-tenant nodes. +### DevSecOps + +#### Resources + + - **(2021)** [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) [HTML CONTENT] [COMMUNITY-TOOL] [GUIDE] — A comprehensive industry blog post and list curating essential open-source DevSecOps utilities for securing Kubernetes workloads, detailing tools for network policy enforcement, static analysis, runtime protection, and compliance. In 2026, it serves as an excellent historical guide highlighting the rapid evolution of Kubernetes security paradigms. +### DevSecOps Platforms + +#### Vulnerability Management + + - **(2026)** [m9sweeper/m9sweeper](https://github.com/m9sweeper/m9sweeper) ⭐ 264 [TYPESCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] — M9sweeper functions as a comprehensive, web-based DevSecOps platform compiling outputs from external tools like Trivy, Kubesec, and kube-bench. It presents security managers with structured dashboards tracking image vulnerabilities, misconfigurations, and active network policy violations. It is a solid, cost-effective option for mid-sized teams searching for consolidated risk views. +### Identity and Access (2) + +#### Authentication (1) + + - **(2026)** [infrahq/infra 🌟](https://github.com/infrahq/infra) ⭐ 1461 [GO CONTENT] 🌟🌟🌟 [LEGACY] — Infra was originally designed as a high-density identity access management layer that mapped single-sign-on (SSO) providers directly to Kubernetes RBAC. Live grounding in 2026 confirms that the project was officially archived and ceased active development in early 2024. Teams should treat its architecture as a conceptual reference and seek active alternatives like Teleport or Pinniped. - **(2021)** [identity-server](https://github.com/kubeops/ui-server) ⭐ 27 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — An identity and authorization server built specifically for Kubernetes dashboard architectures. It integrates with native OpenID Connect (OIDC) providers to manage secure user sessions and token exchanges for web UIs. +#### Integration (2) + + - **(2023)** [==Beetle==](https://github.com/Clivern/Beetle) ⭐ 167 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A lightweight utility tailored to simplify the secure distribution of secrets and credentials to distributed microservices. Streamlines integration procedures for cloud workloads requesting verified execution credentials. #### LDAP Authentication - **(2018)** [vbouchaud/k8s-ldap-auth](https://github.com/HopopOps/k8s-ldap-auth) ⭐ 54 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A lightweight Kubernetes webhook authentication service interfacing directly with external LDAP/Active Directory engines. It maps LDAP group memberships into Kubernetes groups for clean RBAC authorization. +#### Operators (2) + + - **(2026)** [github.com/reddec/keycloak-ext-operator](https://github.com/reddec/keycloak-ext-operator) ⭐ 23 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — Keycloak-ext-operator is a targeted community operator designed to manage key Identity and Access Management (IAM) configurations in Keycloak deployments. It simplifies administrative overhead by mapping custom Keycloak resources, users, and clients directly to Kubernetes manifests. Platform engineers utilize it to configure microservice authentication within declarative pipelines. #### RBAC ##### Legacy Tools @@ -1159,6 +2286,30 @@ #### Reverse Proxy - **(2022)** [tremolosecurity.com: Updating kube-oidc-proxy](https://www.tremolo.io/post/updating-kube-oidc-proxy) [MARKDOWN CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A step-by-step upgrade guide focusing on resolving depreciations within the kube-oidc-proxy operator ecosystem. It discusses maintaining backward compatibility, secure certificate authority upgrades, and safe user token validation transfers. +#### Workload Identity + + - **(2026)** [==Azure/azure-workload-identity==](https://github.com/Azure/azure-workload-identity) ⭐ 333 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — Azure Workload Identity is the modern, enterprise-standard mechanism for mapping Kubernetes Service Accounts to Azure Active Directory (Microsoft Entra ID) managed identities. Utilizing OIDC federation, it eliminates the need for storing cloud credentials in Kubernetes secrets. It has fully replaced the deprecated aad-pod-identity architecture. + - **(2024)** [Azure/aad-pod-identity)](https://github.com/Azure/aad-pod-identity) ⭐ 560 [GO CONTENT] 🌟 [LEGACY] — Azure Active Directory Pod Identity (aad-pod-identity) was the original framework used to assign Azure AD identities to pods. Due to scaling limits and reliance on intercepting IMDS traffic (NMI daemonset), it has been completely deprecated and replaced by the highly-efficient, OIDC-based azure-workload-identity controller. +### Manifest Validation + +#### Linting + + - **(2026)** [github.com/komodorio/validkube](https://github.com/komodorio/validkube) ⭐ 839 [TYPESCRIPT CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Validkube is a unified web-based scanning utility that combines Polaris, Trivy, and Kube-linter to analyze and secure Kubernetes manifest configurations. By consolidating multiple linters, it allows platform engineers to quickly identify security flaws, deprecations, and configuration drift in raw YAML files. The tool is highly suited for quick manual checks and rapid validation workflows. +### Multi-Tenancy (4) + +#### Case Studies (3) + + - **(2026)** [thenewstack.io: Locking Down Kubernetes Containers with vcluster](https://thenewstack.io/locking-down-kubernetes-containers-with-vcluster) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This reference analysis explores locking down container isolation through virtual clusters, leveraging vcluster to enforce strict namespace boundaries. By limiting developer interaction to isolated guest control planes, enterprises eliminate risks associated with standard Kubernetes RBAC. The publication details design strategies for container lockdown, credential isolation, and audit compliance. +### Network Observability (1) + +#### Packet Capture (1) + + - **(2025)** [deepfence/PacketStreamer](https://github.com/deepfence/PacketStreamer) ⭐ 1928 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — PacketStreamer is a high-performance, distributed packet capture tool designed specifically for cloud-native architectures. It sensors network traffic from distributed hosts and streams it to a centralized collector via gRPC, allowing deep packet inspection (DPI) and security forensics without heavy agent overhead. The architecture is built for minimal footprint, making it ideal for high-throughput production environments. +### Operator Security + +#### Static Analysis (3) + + - **(2026)** [github.com/controlplaneio/badrobot](https://github.com/controlplaneio/badrobot) ⭐ 229 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — Badrobot is a security audit tool focused on evaluating the security posture of third-party Kubernetes operators and their associated service accounts. It parses Helm charts and controller specifications to discover overly permissive RBAC bindings and risky system privileges. Security architects utilize it to harden cluster control planes against lateral privilege escalation via vulnerable operator patterns. ### Policy and Admission Control #### Runtime Security (1) @@ -1166,16 +2317,46 @@ ##### Legacy Tools (1) - **(2018)** [==box/kube-exec-controller==](https://github.com/box/kube-exec-controller) ⭐ 126 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — 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, admission controllers (OPA/Kyverno), and modern service mesh execution boundaries. -### Registry Integration +### Policy Enforcement (1) -#### Container Runtimes +#### Admission Control (5) + + - **(2023)** [jspolicy](https://github.com/loft-sh/jspolicy) ⭐ 416 [TYPESCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A high-performance admission controller that enables developers to write Kubernetes policies using JavaScript or TypeScript instead of declarative DSLs like Rego. It compiles and executes policies inside an embedded V8 engine, delivering execution speeds comparable to native compiled code. In 2026, it represents a highly flexible alternative to OPA Gatekeeper for teams with strong JavaScript skillsets. + - **(2022)** [MagTape](https://github.com/tmobile/magtape) ⭐ 152 [JAVASCRIPT CONTENT] 🌟🌟 [LEGACY] — An admission controller developed by T-Mobile that evaluates resources against organizational policy constraints during creation. Written in Node.js, it offered a lightweight alternative to OPA for specific JSON schema validations. By 2026, it has been largely archived, with developers migrating to Gatekeeper or Kyverno. +#### Deprecation Check + + - **(2022)** [chekr](https://github.com/ckotzbauer/chekr) ⭐ 9 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A lightweight utility designed to inspect Kubernetes configurations and validate them against upcoming resource deprecations and removals. By mapping API versions in manifest files to deprecation roadmaps, it prevents cluster upgrade disruptions. Active through 2026, it remains a useful command-line tool for pre-flight deployment audits. +### RBAC (1) + +#### Audit and Compliance (1) + + - **(2026)** [PaloAltoNetworks/rbac-police](https://github.com/PaloAltoNetworks/rbac-police) ⭐ 353 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — RBAC Police is a specialized scanning tool built to discover and report privileged escalations and structural anomalies in Kubernetes cluster RBAC mappings. By analyzing cluster roles and bindings, it uncovers paths that malicious actors could use to gain administrative control. It remains an active security tool for hardening cluster control planes against lateral privilege escalation. +#### Visualization (6) + + - **(2022)** [rback: RBAC in Kubernetes visualizer 🌟🌟](https://github.com/team-soteria/rback) ⭐ 401 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A security tool designed to query and visualize Kubernetes Role-Based Access Control (RBAC) configurations, outputting clean, interactive graph representations of bindings and roles. By mapping relationships between Users, Groups, ServiceAccounts, Roles, and ClusterRoles, it assists security auditors in identifying privilege escalation paths. In 2026, it is highly valued for rapid security auditing. +### Registry Integration (1) + +#### Container Runtimes (1) - **(2026)** [==k8scr 🌟==](https://github.com/hasheddan/k8scr) ⭐ 119 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A lightweight and specific CLI utility used to inspect and fetch container image metadata from within a Kubernetes context. It bypasses complex registry credential configurations, allowing developers and administrators to debug and analyze container layers directly. +### Secret Management (2) + +#### Image Registry (2) + + - **(2024)** [upmc-enterprises/registry-creds: Registry Credentials ⭐](https://github.com/upmc-enterprises/registry-creds) ⭐ 348 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — Registry Credentials is a Kubernetes controller designed to propagate private container registry secrets across multiple namespaces dynamically. It automates credential synchronization for AWS ECR, GCP GCR, and custom Docker registries, resolving pull secret distribution friction. +#### Integrations + + - **(2026)** [**Bank Vaults: Un Cuchillo Suizo para HashiCorp Vault en Kubernetes**](https://github.com/bank-vaults/bank-vaults) ⭐ 2254 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Bank Vaults is a comprehensive, production-grade tool designed for managing, configuring, and injecting secrets from HashiCorp Vault on Kubernetes. It utilizes an operator-driven approach to inject secrets dynamically into Pod filesystems, completely removing secrets from the cluster API storage. It is the de facto standard for enterprises seeking secure vault management and dynamic secrets injection. + - **(2026)** [rene6502/keepass-secret](https://github.com/rene6502/keepass-secret) ⭐ 36 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — KeePass-Secret is a specialized Kubernetes operator designed to synchronize secret data directly from a secure KeePass database into native K8s secrets. By mapping database paths to target configurations, it helps teams centralize configuration files offline while automating cluster injection. The tool is highly suitable for homelab architectures and secure developer environments. ### Secrets Management #### GCP Secret Manager - **(2021)** [jenkins-x/gsm-controller](https://github.com/jenkins-x/gsm-controller) ⭐ 25 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An automated controller that continuously synchronizes secrets stored inside Google Secret Manager into standard Kubernetes native secret resources. Designed for Jenkins X deployments, it ensures consistent local availability of external cloud-backed credentials. +#### Integration (3) + + - **(2023)** [==Tesoro==](https://github.com/kapicorp/tesoro) ⭐ 37 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An admission controller webhook designed to streamline secrets synchronizations and handle decoding actions securely. Ensures raw secret assets are safely verified before injecting configuration data into target runtimes. + - **(2022)** [vault-controller](https://github.com/gobins/vault-controller) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A lightweight Kubernetes controller designed to inject HashiCorp Vault secrets natively into container execution environments. Simplifies authorization configurations and decouples microservices from vendor-specific secrets SDKs. ### Service Mesh Security #### Audit Tools @@ -1192,11 +2373,137 @@ #### Post-Deployment Scanning - **(2025)** [==kubescape==](https://github.com/kubescape/kubescape) ⭐ 11480 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An active CNCF Sandbox tool providing multi-framework configuration scanning, risk analysis, and vulnerability management. It integrates into CI/CD pipelines to ensure continuous verification of compliance frameworks (like CIS and NSA-CISA). Essential for enterprise teams seeking unified security visibility. -### Vulnerability Scanning +### Vulnerability Scanning (2) +#### API Verification + + - **(2025)** [==Kubeletctl is a command line tool that implement kubelet's API 🌟==](https://github.com/cyberark/kubeletctl) ⭐ 894 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A command line tool targeting the local Kubelet API directly to execute commands, retrieve logs, and assess endpoint vulnerabilities. Used heavily by cloud security auditors and penetration testers to map security postures. +#### Automation Operators + + - **(2021)** [==DAST operator==](https://github.com/banzaicloud/dast-operator) ⭐ 194 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — An operator designed to run automated Dynamic Application Security Testing (DAST) scans against active services directly in the cluster environment. Integrates security assertions early inside staging deployment cycles. Note: Banzai Cloud projects are largely archived or integrated. +#### Compliance (1) + + - **(2026)** [aquasecurity/starboard](https://github.com/aquasecurity/starboard) ⭐ 1375 [GO CONTENT] 🌟🌟🌟 [LEGACY] — Starboard targets the unification of security scanners into a single, cohesive Kubernetes-native CRD interface. Live grounding in 2026 confirms that Starboard has been fully deprecated and integrated directly into the Trivy Operator framework. Platform teams should seek Trivy Operator for active development, utilizing Starboard's original specification strictly as a reference architecture. +#### Container Images + + - **(2025)** [==grype: a vulnerability scanner for container images and filesystems==](https://github.com/anchore/grype) ⭐ 12400 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A vulnerability scanner for container images and filesystems, renowned for its speed, minimal footprint, and ease of CI/CD integration. It supports multiple vulnerability sources and outputs structured data compatible with enterprise DevSecOps tools. Through 2026, it stands as the industry standard tool for shift-left image security. #### Runtime Security (2) - **(2022)** [**Kubei 🌟**](https://github.com/openclarity/openclarity) ⭐ 1462 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — OpenClarity (originally evolving from Kubei) is a comprehensive cloud-native security platform that scans Kubernetes clusters for vulnerabilities, secrets, and malware. It works by analyzing container images and running workloads to detect security risks in real time. +## Security and Compliance + +### Chaos Engineering (1) + +#### Intrusion Simulation + + - **(2020)** [witchery-project/witchery](https://github.com/witchery-project/witchery) ⭐ 130 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A security chaos engineering framework designed to simulate security compromises and platform exploits inside clusters. It tests detection alerts, runtime defense mechanisms, and operational response procedures. +### Credential Retrieval + +#### Kubelet Authentication + + - **(2019)** [4ARMED/kubeletmein](https://github.com/4ARMED/kubeletmein) ⭐ 164 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A technical auditing utility engineered to locate and read API client certificates directly from Kubelet configurations. It helps security teams check local permission scopes and recover access inside administrative bounds. +### Identity and Access (3) + +#### ECR Authentication + + - **(2018)** [nabsul/k8s-ecr-login-renew: Renew Kubernetes Docker secrets for AWS ECR](https://github.com/nabsul/k8s-ecr-login-renew) ⭐ 228 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A cron utility designed to update expiring AWS ECR registry tokens automatically within Kubernetes cluster namespaces. It maintains registry pull-secret health over long runtime durations. +#### EKS IAM Mapping + + - **(2019)** [maruina/aws-auth-manager: K8s controller to manage the aws-auth configmap](https://github.com/maruina/aws-auth-manager) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A specialized operator built to automate Amazon EKS auth mappings. It updates the native aws-auth ConfigMap dynamically based on AWS IAM events, preventing configuration drift. +#### LDAP Directory + + - **(2019)** [dignajar/another-ldap](https://github.com/dignajar/another-ldap) ⭐ 51 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A lightweight, simplified LDAP service designed specifically for cluster validation and containerized testbeds. It bypasses the overhead of heavy enterprise identity systems to provision mock authentication structures in continuous delivery pipelines. +### Runtime Security (3) + +#### System Calls + + - **(2019)** [wallarm/sysbindings](https://github.com/wallarm/sysbindings) ⭐ 19 [GO CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — A security auditing library tracking underlying operating system bindings and kernel integrations. Developed to map and check system-level execution, it helps identify container runtime escape attempts. +### Secret Management (3) + +#### HashiCorp Vault Integration + + - **(2019)** [DaspawnW/vault-crd](https://github.com/DaspawnW/vault-crd) ⭐ 175 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A Kubernetes operator designed to synchronize HashiCorp Vault values directly into native Kubernetes Secrets. It leverages Custom Resource Definitions (CRDs) to orchestrate and update secrets dynamically while maintaining external vault parity. +#### Multi-Namespace Replication + + - **(2022)** [zakkg3/ClusterSecret: Kubernetes ClusterSecret operator](https://github.com/zakkg3/ClusterSecret) ⭐ 510 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A specialized operator automating secret distribution and synchronization across target namespaces in a cluster. It updates, recreates, or deletes secrets in target namespaces from single configuration sources such as registry credentials. +### Supply Chain Security (1) + +#### Admission Control (6) + + - **(2021)** [appvia/cosign-keyless-admission-webhook](https://github.com/appvia/cosign-keyless-admission-webhook) ⭐ 24 [GO CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — A specialized admission webhook enforcing keyless container signature checks inside Kubernetes. Using Sigstore Cosign under the hood, it denies unsigned or non-verified container runtimes from joining cluster namespaces. +#### SBOM and Vulnerabilities + + - **(2021)** [openclarity/kubeclarity](https://github.com/openclarity/kubeclarity) ⭐ 44 [GO CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — A continuous security and compliance engine that analyzes SBOM schemas, catalogs project dependencies, and alerts operators to container vulnerabilities. It integrates with runtime monitors and CI/CD pipelines. +#### SBOM Generation + + - **(2021)** [==anchore/syft==](https://github.com/anchore/syft) ⭐ 9106 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An advanced security tool engineered to generate detailed Software Bill of Materials (SBOM) from container images, file systems, and archives. Syft identifies package structures to track vulnerable subcomponents in modern supply chain governance. +## Security and Hardening + +### Educational Material (4) + +#### Penetration Testing + + - **(2021)** [intellipaat.com: What is Penetration Testing?](https://intellipaat.com/blog/what-is-penetration-testing) [COMMUNITY-TOOL] — This resource is an introductory educational article outlining the core principles, methodologies, and phases of penetration testing. It serves as a foundational guide for engineers transitioning into security-conscious infrastructure architectures. +### Policy Enforcement (2) + +#### Educational Material (5) + + - **(2021)** [dev.to: CI With Datree](https://dev.to/thenjdevopsguy/ci-with-datree-4h8d) [COMMUNITY-TOOL] — This tutorial provides a walkthrough for integrating Datree into active Continuous Integration (CI) workflows to enforce schema validation and policy enforcement. It details how to prevent misconfigured Kubernetes manifests from entering cluster state. +### Vulnerability Assessment + +#### Educational Material (6) + + - **(2020)** [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] — This Threat Research publication outlines the design philosophies, target test matrices, and operational workflows of CyberArk's offensive tool Kubesploit. It evaluates simulated cluster breaches and privilege escalation vectors. +#### Offensive Tools + + - **(2021)** [==quarkslab/kdigger==](https://github.com/quarkslab/kdigger) ⭐ 481 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kdigger is a lightweight context-discovery tool designed to run inside Kubernetes pods to probe runtime isolation and discover container escape opportunities. Actively checking for capabilities, namespaces, and mount configurations, it generates detailed threat-assessment profiles. + - **(2020)** [==github.com/cyberark/kubesploit 🌟==](https://github.com/cyberark/kubesploit) ⭐ 1226 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kubesploit is a dedicated container penetration testing framework engineered for red-teaming containerized environments. Using an agent-based model, it simulates realistic attacks inside Kubernetes clusters, evaluating vulnerabilities such as pod escapes. + - **(2019)** [==inguardians/peirates==](https://github.com/inguardians/peirates) ⭐ 1450 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Peirates is a dedicated Kubernetes post-exploitation penetration testing tool designed to automate cluster privilege escalation and asset traversal. Once a container boundary is breached, Peirates scans for exposed credentials, ServiceAccounts, and API permissions. +## Security and Identity + +### Authentication and Authorization + +#### Escalation Tools + + - **(2021)** [kubectl-sudo](https://github.com/postfinance/kubectl-sudo) ⭐ 172 [SHELL CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A kubectl plugin that mimics the Unix sudo command inside a Kubernetes context. It allows system administrators with cluster-admin access to dynamically elevate privileges or impersonate other service accounts on a per-command basis. +#### Image Registry Creds + + - **(2018)** [helm-ecr 🌟](https://github.com/vetyy/helm-ecr) ⭐ 24 [SHELL CONTENT] 🌟 [LEGACY] — A legacy helper tool designed to authenticate Helm and local installations with AWS Elastic Container Registry (ECR). Native Helm 3 OCI capabilities and integrated AWS IRSA have made direct external credential management tools obsolete. +#### Single Sign-On + + - **(2026)** [==Authelia 🌟==](https://github.com/authelia/authelia) ⭐ 28048 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Authelia is an open-source authentication and authorization server providing single sign-on (SSO) for applications behind reverse proxies. It supports multi-factor authentication (MFA), dynamic security policies, and user management, offloading auth logic from backend systems. +### Compliance and Auditing + +#### Dependency Tracking + + - **(2025)** [vesion-checker](https://github.com/jetstack/version-checker) ⭐ 773 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A utility developed by Jetstack that checks running cluster image versions against public container registries to report outdated dependencies, exposing compatibility statuses as Prometheus metrics for proactive patching. +#### Static Code Analysis + + - **(2026)** [==Checkov 🌟==](https://github.com/bridgecrewio/checkov) ⭐ 8790 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Checkov is a static code analysis tool for Infrastructure as Code (IaC) that scans Kubernetes manifests, Helm charts, Terraform, and cloud-provider templates for misconfigurations and security risks, acting as a critical CI/CD gatekeeper. + - **(2020)** [sKan](https://github.com/alcideio/skan) ⭐ 204 [GO CONTENT] 🌟🌟 [LEGACY] — sKan (by Alcide) was an early static analysis tool for scanning configuration files and Helm charts to discover security vulnerabilities. It has since been archived, with modern platforms choosing robust, active alternatives such as Checkov. +### Configuration Management (5) + +#### Backup Tools + + - **(2020)** [Secret backup operator](https://github.com/geritol/secret-backup-operator) ⭐ 13 [GO CONTENT] 🌟 [COMMUNITY-TOOL] — A specialized operator built to detect secrets across namespaces and back them up securely into encrypted target destinations. Serves as a useful narrow-scope disaster recovery mechanism, but has been replaced by global suites. +#### Sync Controllers + + - **(2022)** [Synator Kubernetes Secret and ConfigMap synchronizer 🌟](https://github.com/TheYkk/synator) ⭐ 117 [PYTHON CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An operator designed to automatically synchronize Secrets and ConfigMaps across multiple Kubernetes namespaces. It listens for resource updates tagged with specific annotations and pushes changes cluster-wide, eliminating operational overhead. +### Secrets Management (1) + +#### Encryption (1) + + - **(2018)** [Setec 🌟](https://github.com/anthonysterling/setec) ⭐ 10 [GO CONTENT] 🌟 [EMERGING] — An early experimental tool for managing and injecting secrets into Kubernetes clusters. It represents early attempts to bridge external secrets engines with native pods, now entirely replaced by External Secrets Operator and HashiCorp Vault. +#### External Secrets Sync + + - **(2021)** [contentful-labs/kube-secret-syncer 🌟](https://github.com/contentful-labs/kube-secret-syncer) ⭐ 194 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A targeted operator designed to synchronize secrets securely from external services (specifically AWS Parameter Store) directly into native Kubernetes Secrets, ensuring cloud-hosted secrets stay continuously aligned with active workloads. +## Serverless (1) + +### Workflow Orchestration + +#### Event-Driven + + - **(2025)** [**Direktiv**](https://github.com/direktiv/direktiv) ⭐ 492 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Direktiv is an event-driven container-based workflow engine that runs natively on Kubernetes. It utilizes gRPC, Knative, and serverless containers to coordinate complex operational workflows, orchestrating microservices through a JSON/YAML-defined state machine. Direktiv is highly efficient for enterprise automation, security orchestrations, and CI/CD pipelines. ## Software Engineering ### Database Management @@ -1204,8 +2511,20 @@ #### Model Context Protocol - **(2024)** [==Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP' Integration==](https://github.com/TabularisDB/tabularis/blob/main/README.es.md) ⭐ 2422 [SPANISH CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source desktop database client featuring Model Context Protocol (MCP) integrations. This compliance allows local LLMs to safely query, analyze, and update database schemas within strict user security boundaries. -## Storage +## Specialized Workloads +### Scientific Computing + +#### Simulation Infrastructure + + - **(2021)** [biosimulations/deployment](https://github.com/biosimulations/deployment) ⭐ 3 [HELM CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — A customized deployment framework tailored for specialized scientific computing operations and simulation workloads. It displays production architectures orchestrating complex computations, file systems, and databases on Kubernetes cluster topologies. +## Storage (1) + +### CSI + +#### Cloud Storage + + - **(2023)** [csi-rclone: CSI rclone mount plugin](https://github.com/wunderio/csi-rclone) ⭐ 259 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — A Container Storage Interface (CSI) plugin that allows mounting a wide variety of cloud storage providers (such as Google Drive, S3, OneDrive, and Dropbox) as volumes in Kubernetes pods using rclone. It abstracts back-end storage services into standard PVs. In 2026, it continues to be actively utilized for niche, multi-cloud storage access requirements. ### Kubernetes Storage #### Backup and Replication @@ -1214,11 +2533,100 @@ #### GlusterFS Orchestration - **(2026)** [==Kadalu==](https://github.com/kadalu/kadalu) ⭐ 748 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kadalu is a lightweight, container-native storage solution that utilizes GlusterFS to orchestrate persistent volumes inside Kubernetes. It runs storage services inside application pods as microservices, offering a lightweight alternative to external GlusterFS cluster configurations. +### NFS + +#### Provisioner + + - **(2025)** [**kubernetes-sigs/nfs-subdir-external-provisioner: Kubernetes NFS Subdir External' Provisioner**](https://github.com/kubernetes-sigs/nfs-subdir-external-provisioner) ⭐ 3016 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An out-of-tree dynamic provisioner that uses an existing NFS server to dynamically provision Kubernetes Persistent Volumes by creating subdirectories within the NFS share. Extremely reliable and simple to configure, it is widely utilized in 2026 for developer setups, bare-metal deployments, and test environments. + - **(2023)** [github.com: NFS Ganesha server and external provisioner](https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner) ⭐ 481 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] — An out-of-tree dynamic provisioner that uses NFS Ganesha to dynamically provision Kubernetes Persistent Volumes (PVs) over NFS. It packages an NFS-Ganesha server directly within the provisioner container, allowing clusters to share block storage volumes dynamically via NFS. It remains a crucial storage-layer utility in 2026 for mixed ReadWriteMany workload environments. +### Volume Management + +#### Capacity Management + + - **(2026)** [pvc-autoresizer](https://github.com/topolvm/pvc-autoresizer) ⭐ 398 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — Pvc-autoresizer dynamically expands PVC capacities before they hit threshold limits. By monitoring Prometheus volume metrics and modifying API descriptors on the fly, it prevents disk exhaustion failures automatically. +#### Data Migration + + - **(2018)** [Kubevol 🌟](https://github.com/bmaynard/kubevol) ⭐ 18 [PYTHON CONTENT] 🌟 [LEGACY] — A historical command-line utility for copying and transferring data between Kubernetes Persistent Volume Claims (PVCs). It is now considered legacy as native CSI snapshot capabilities and robust migration utilities have become standard. +#### Developer Education (2) + + - **(2021)** [blog.kintone.io: Introducing pvc-autoresizer](https://blog.kintone.io/entry/pvc-autoresizer) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — An introductory case study and engineering blog post detailing the motivation behind building pvc-autoresizer. It walks through disk capacity challenges and the architecture of using Prometheus alerts to trigger CSI-driven volume expansion. +## Storage and Data + +### CSI Plugins + +#### Google Cloud Storage + + - **(2019)** [ofek/csi-gcs](https://github.com/ofek/csi-gcs) ⭐ 159 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A CSI volume plugin executing secure file systems mounting directly to Google Cloud Storage (GCS) buckets. It provides container pods with localized, standard disk directory abstractions over GCS object storage. +#### Object Storage Mounts + + - **(2018)** [ctrox/csi-s3](https://github.com/ctrox/csi-s3) ⭐ 831 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — A CSI driver that mounts S3-compatible buckets directly into container filesystems. It uses FUSE systems to read/write files in storage backends, bringing standard POSIX behaviors to raw cloud object storage paradigms. +#### Remote Mounting + + - **(2019)** [chr-fritz/csi-sshfs](https://github.com/chr-fritz/csi-sshfs) ⭐ 30 [GO CONTENT] [ADVANCED LEVEL] 🌟 [LEGACY] — A Container Storage Interface (CSI) plugin designed to mount remote directories securely over SSHFS/SFTP. It enables microservice instances to read and write directly to legacy external filesystems without custom FTP setups. +### Distributed File Systems + +#### Object Storage + + - **(2020)** [chrislusf/seaweedfs](https://github.com/chrislusf/seaweedfs) ⭐ 26 [GO CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — A fast, highly scalable distributed storage engine that provides file and object hosting. This repository features native integration paths, enabling microservice workloads to access high-throughput file structures with rapid lookup times. +### Legacy Storage + +#### CIFSSMB Mounts + + - **(2016)** [fstab/cifs](https://github.com/fstab/cifs) ⭐ 218 [GO CONTENT] 🌟🌟 [LEGACY] — A legacy FlexVolume plugin built to mount remote CIFS/SMB storage shares directly into pods. Although superseded by modern CSI standards, it serves as a valuable historical reference for older storage configuration engines. +## Testing (2) + +### Operator Testing + +#### Automation (5) + + - **(2025)** [kudobuilder/kuttl](https://github.com/kudobuilder/kuttl) ⭐ 820 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — The Kubernetes Test Tool (KUTTL) provides a powerful declarative framework for testing operators and controllers using standard YAML. By enabling developers to define assertions and test suites without writing complex Go test suites, it dramatically shortens development cycles and ensures reliable state transitions across release versions. +### Simulation and Emulation + +#### Cluster Management (5) + + - **(2025)** [**kubernetes-sigs/kwok**](https://github.com/kubernetes-sigs/kwok) ⭐ 3124 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — KWOK (Kubernetes WithOut Kubelet) is an official SIG-sponsored emulator that spins up thousands of virtual nodes in seconds. By executing without actual kubelet footprints, it enables developers to simulate massive scale clusters, scheduler constraints, and operator behaviors on a standard laptop. + - **(2023)** [infoq.com: Kwok, a Tool to Spin up Kubernetes Nodes in a Second](https://www.infoq.com/news/2023/03/kwok-kubernetes) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — An insightful InfoQ technical review detailing the architecture of KWOK (Kubernetes WithOut Kubelet). It highlights how virtualizing node control loops allows developers to simulate high-scale environments with extremely low compute footprint, facilitating fast controller tuning. +### Test Orchestration + +#### Cloud-Native Testing + + - **(2026)** [==testkube.io 🌟==](https://testkube.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — Testkube is an advanced, Kubernetes-native test execution and orchestration platform. Instead of running tests outside the cluster within legacy CI/CD runners, Testkube executes testing frameworks (Playwright, Postman, JMeter, K6) as native Kubernetes jobs. This keeps test orchestration inside the network perimeter, facilitating secure integration and load testing of microservices. +#### Industry Reviews + + - **(2022)** [thenewstack.io: Testkube: A Cloud Native Testing Framework for Kubernetes](https://thenewstack.io/testkube-cloud-native-testing-framework-for-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] — A follow-up analysis focusing on Testkube's integration with popular GitOps tooling. The article details how treating tests as Kubernetes custom resources ensures test pipelines automatically sync alongside the corresponding microservices. + - **(2021)** [thenewstack.io: TestKube: A New Approach to Cloud Native Testing](https://thenewstack.io/testkube-a-new-approach-to-cloud-native-testing) 🌟🌟🌟 [COMMUNITY-TOOL] — An editorial introduction to Testkube's decoupled test-runner architecture. The piece explains how running test suites inside Kubernetes clusters eliminates the need to expose private APIs to external runner environments like GitHub Actions or GitLab CI. +#### Open-Source Core + + - **(2026)** [==kubeshop/testkube==](https://github.com/kubeshop/testkube) ⭐ 1607 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The open-source core repository of Testkube, housing the CRDs, execution agents, and orchestrator architecture. It enables git-triggerable, declarative test configurations defined as Kubernetes manifests, fully integrating test pipelines into standard GitOps workflows like ArgoCD. +#### Tutorials (3) + + - **(2023)** [piotrminkowski.com: Testing Java Apps on Kubernetes with Testkube](https://piotrminkowski.com/2023/11/27/testing-java-apps-on-kubernetes-with-testkube) [JAVA CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A comprehensive developer guide showing how to deploy, execute, and monitor Java microservice tests within a Kubernetes cluster using Testkube. It details configuring Maven and JUnit test executors within Testkube's native execution plane. +## Troubleshooting (2) + +### Networking (3) + +#### Diagnostics (3) + + - **(2026)** [==nicolaka/netshoot==](https://github.com/nicolaka/netshoot) ⭐ 10773 [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Netshoot stands as the preeminent diagnostic container containerizing a massive suite of network troubleshooting binaries like tcpdump, tshark, and iperf. Designed to be injected directly as an ephemeral debugging container, it bypasses the constraints of distroless or minimal application pods. It is highly valued by system administrators for executing low-level network packet analyses without mutating running configurations. +## Upgrade Path + +### API Deprecations (2) + +#### Static Analysis (4) + + - **(2026)** [dev.to: Detecting Kubernetes API Deprecations with pluto](https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m) [MARKDOWN CONTENT] [DOCUMENTATION] [LEGACY] — This technical tutorial demonstrates how to use Fairwinds Pluto to detect deprecated API versions across Kubernetes YAML manifests, Helm charts, and live clusters. It outlines practical methods for identifying out-of-date resource definitions prior to initiating major cluster upgrades. Incorporating this guide into continuous delivery pipelines prevents deployment failures caused by deprecated resource types. +## Virtualization (2) + +### VM Orchestration (1) + +#### Hyperconverged Infrastructure + + - **(2026)** [**kubevirt**](https://github.com/kubevirt/kubevirt) ⭐ 6900 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] — KubeVirt is a graduated CNCF project that allows virtual machines to run natively alongside standard container workloads on Kubernetes. By utilizing KVM virtualization inside Pods, it helps enterprises transition legacy virtual machine applications to modern cloud-native platforms. It has become the de facto standard for hyperconverged infrastructure setups, allowing unified management of containers and VMs. ## Workloads ### Batch Jobs -#### Tooling (2) +#### Tooling (3) - **(2020)** [github.com/alexellis/run-job](https://github.com/alexellis/run-job) ⭐ 211 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A developer-oriented utility written in Go to quickly trigger Kubernetes Jobs, track execution statuses, and stream execution logs directly to stdout. Simplifies local workflow testing and diagnostic debugging. diff --git a/v2-docs/kubernetes.md b/v2-docs/kubernetes.md index e05b10ce..c6b41859 100644 --- a/v2-docs/kubernetes.md +++ b/v2-docs/kubernetes.md @@ -21,7 +21,6 @@ - [Docker Hardened Images for Every Developer](https://www.docker.com/blog/docker-hardened-images-for-every-developer) [COMMUNITY-TOOL] - [Wikipedia.org: Kubernetes](https://en.wikipedia.org/wiki/Kubernetes) [COMMUNITY-TOOL] - [Kubernetes magic is in enterprise standardization, not app portability](https://www.techrepublic.com/article/kubernetes-magic-is-in-enterprise-standardization-not-app-portability) [COMMUNITY-TOOL] - - [techbeacon.com: 25 Kubernetes experts you should follow on Twitter](https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twitter) [COMMUNITY-TOOL] - [medium: A Practical Step-by-Step Guide to Understanding Kubernetes](https://medium.com/better-programming/a-practical-step-by-step-guide-to-understanding-kubernetes-d8be7f82e533) [COMMUNITY-TOOL] - [medium: Kubernetes, a practical introduction](https://medium.com/nexton/kubernetes-a-practical-introduction-18a5b69e7763) [COMMUNITY-TOOL] - [medium: Starting with kubernetes](https://medium.com/@thomaspoignant/starting-with-kubernetes-db121b09fd4) [COMMUNITY-TOOL] @@ -415,7 +414,6 @@ - [Kubernetes: Getting Started (Free)](https://www.udemy.com/course/kubernetes-getting-started) [COMMUNITY-TOOL] - [medium.com: Top 15 Online Courses to Learn Docker, Kubernetes, and AWS for' Fullstack Developers and DevOps Engineers](https://medium.com/javarevisited/top-15-online-courses-to-learn-docker-kubernetes-and-aws-for-fullstack-developers-and-devops-d8cc4f16e773) [COMMUNITY-TOOL] - [en.wikipedia.org: Payment Card Industry Data Security Standard](https://en.wikipedia.org/wiki/Payment_Card_Industry_Data_Security_Standard) [COMMUNITY-TOOL] - - [ramitsurana/awesome-kubernetes: Tools 🌟](https://github.com/ramitsurana/awesome-kubernetes#configuration) ⭐ 15992 [DE FACTO STANDARD] ## AI and Orchestration @@ -423,7 +421,7 @@ #### Command-Line Tools - - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) ⭐ 2852 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. + - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) ⭐ 2853 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. ## API Server ### Architecture @@ -886,6 +884,9 @@ ### Community +#### Directory + + - **(2021)** [techbeacon.com: 25 Kubernetes experts you should follow on Twitter](https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twitter) [MARKDOWN CONTENT] [LEGACY] — A curated directory of 25 Kubernetes experts and thought leaders. While compiled in 2021, current 2026 analysis indicates that many highlighted figures have transitioned to wider Platform Engineering, AI infrastructure, and multi-cloud platform architectures, though their legacy core insights on orchestration remain highly foundational. #### Events ##### ArgoCon @@ -1271,6 +1272,13 @@ #### FinOps - **(2021)** [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] — A strategic engineering guide detailing how to harness AWS Spot Instances or GCP Preemptible VMs safely within Kubernetes clusters to slash compute spend. It provides design patterns for node affinity, tolerations, and Karpenter/Cluster-Autoscaler configurations that handle sudden, 2-minute instance termination warnings. It presents architectural methods to isolate fault-tolerant batch or microservice workloads from critical stateful systems. +## Curation + +### Reference Guides + +#### Awesome Lists + + - **(2026)** [==ramitsurana/awesome-kubernetes: Tools 🌟==](https://github.com/ramitsurana/awesome-kubernetes#configuration) ⭐ 15992 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exhaustive resource collection tracking ecosystem projects, documentation, configurations, and utilities. It serves as a comprehensive reference guide for cloud-native architects looking to select vetted tooling across networking, storage, security, and developer platforms. ## Data Management ### Databases @@ -1354,7 +1362,7 @@ #### System Implementation - **(2023)** [dev.to: Build my own Kubernetes journey (10 Part Series) | Jonatan Ezron](https://dev.to/jonatan5524/build-my-own-kubernetes-journey-1a3j) [COMMUNITY-TOOL] [GUIDE] — A comprehensive, ten-part engineering chronicle detailing the step-by-step setup and configuration of a home-lab Kubernetes cluster. Walks through local storage provisioners, container network interfaces (CNIs), ingress setup, and application deployment configurations, serving as a pragmatic guide for practitioners. -### Reference Guides +### Reference Guides (1) #### API Reference @@ -2317,7 +2325,7 @@ #### Rightsizing Tools - - **(2024)** [==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) ⭐ 3249 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Goldilocks is a highly popular utility that analyzes Vertical Pod Autoscaler (VPA) recommendations. + - **(2024)** [==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) ⭐ 3250 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Goldilocks is a highly popular utility that analyzes Vertical Pod Autoscaler (VPA) recommendations. - Automatically creates VPAs for workloads and visualizes ideal resource boundaries in a clean dashboard. - Essential for platform engineers aiming to establish baseline CPU and memory allocations. - **(2023)** [==kondense 🌟==](https://github.com/unagex/kondense) ⭐ 368 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Kondense is an open-source, lightweight auto-tuning utility for Kubernetes. diff --git a/v2-docs/linux-dev-env.md b/v2-docs/linux-dev-env.md index 83d2b8f3..60b579db 100644 --- a/v2-docs/linux-dev-env.md +++ b/v2-docs/linux-dev-env.md @@ -5,24 +5,12 @@ ## Standard Reference - - [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] - [Docker Desktop & WSL 2 – Backport Update](https://www.docker.com/blog/docker-desktop-wsl-2-backport-update) [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] - [pandorafms.com: Qué es, cómo instalar WSL2 y por qué es una gran noticia' para el sector TI](https://pandorafms.com/blog/es/wsl2) [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] - [techrepublic.com: Windows Subsystem for Linux 2: The GUI features developers' have been asking for](https://www.techrepublic.com/article/windows-subsystem-for-linux-2-the-gui-features-developers-have-been-asking-for) [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] - [klaushofrichter.medium.com: Using Windows Subsystem for Linux for Kubernetes](https://klaushofrichter.medium.com/using-windows-subsystem-for-linux-for-kubernetes-8bd1f5468531) [COMMUNITY-TOOL] - - [Windows Terminal 1.0](https://devblogs.microsoft.com/commandline/windows-terminal-1-0) [COMMUNITY-TOOL] - [Microsoft launches Windows Terminal 1.0, unveils GPU support and Linux GUI apps in WSL](https://venturebeat.com/2020/05/19/microsoft-windows-terminal-wsl-gpu-support-linux-gui-apps) [COMMUNITY-TOOL] - [Microsoft debuts Windows Package Manager for your dev environment](https://venturebeat.com/2020/05/19/microsoft-windows-package-manager-powertoys) [COMMUNITY-TOOL] - - [cmder 🌟](https://cmder.net) [COMMUNITY-TOOL] ## Developer Experience @@ -31,6 +19,38 @@ #### Windows Tooling - **(2024)** [==Windows Package Manager CLI (aka winget)==](https://github.com/microsoft/winget-cli) ⭐ 26023 [C++ CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official open-source repository for winget-cli, Microsoft's Windows Package Manager. Standardizes command-line app deployment, installation, dependency discovery, and workspace updates. +## Development Environment + +### Windows Subsystem for Linux + +#### Docker Desktop + + - **(2017)** [Setting Up Docker for Windows and WSL to Work Flawlessly](https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-flawlessly) [N/A CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — A deep-dive guide addressing early integration issues between Docker for Windows and WSL. It provides concrete configuration fixes for port forwardings, shared volumes, and network bridge communication. These patterns are essential for maintaining stable local runtimes when orchestrating microservices across separate operating system environments. +#### Docker Engine + + - **(2021)** [dev.to: Install Docker on Windows (WSL) without Docker Desktop 🌟](https://dev.to/bowmanjd/install-docker-on-windows-wsl-without-docker-desktop-34m9) [N/A CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — This advanced manual provides step-by-step instructions on setting up Docker Engine directly within a WSL 2 Linux distribution, removing the reliance on Docker Desktop. This architecture reduces resource consumption and circumvents enterprise licensing fees associated with commercial GUI applications. It represents a highly customizable, lightweight development setup optimized for advanced cloud-native operations. +#### Kubernetes Desktop + + - **(2020)** [kubernetes.io: WSL+Docker: Kubernetes on the Windows Desktop 🌟](https://kubernetes.io/blog/2020/05/21/wsl-docker-kubernetes-on-the-windows-desktop) [N/A CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — An official Kubernetes community article focusing on the orchestration of a Kubernetes environment using WSL 2 and Docker Desktop. It contrasts WSL 2's native virtualization approach with older hypervisor methods, emphasizing lower memory footprints and rapid start times. This setup provides developers with a robust playground to evaluate Helm charts and microservices locally. +#### Resource Optimization + + - **(2020)** [itnext.io: WSL2 Tips: Limit CPU/Memory When using Docker](https://itnext.io/wsl2-tips-limit-cpu-memory-when-using-docker-c022535faf6f) [N/A CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — This technical guide explains how to prevent resource exhaustion on Windows by configuring a custom `.wslconfig` file to limit WSL 2's CPU and memory allocations. Without these boundaries, WSL 2's virtual machine can consume vast amounts of host resources during intensive builds or high-volume container runs. Applying these adjustments guarantees system stability and responsive workflows on developer machines. +#### Terminal Emulators + + - **(2020)** [Windows Terminal 1.0](https://devblogs.microsoft.com/commandline/windows-terminal-1-0) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — The GA release announcement for Windows Terminal 1.0, detailing its high-performance, GPU-accelerated rendering engine and multiple tab architecture. It enables seamless management of PowerShell, Command Prompt, and multiple WSL instances simultaneously. This application has become the industry standard interface for engineers executing cloud-native tooling on Windows machines. + - **(2017)** [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) [N/A CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — This technical guide details the configuration of WSL alongside MobaXterm to establish a complete Linux development workstation on Windows. It demonstrates how MobaXterm's native X server facilitates seamless X11 forwarding, allowing users to run graphical Linux utilities directly. This configuration serves as a lightweight alternative to resource-heavy virtual machines, optimizing localized development environments. + - **(2016)** [cmder 🌟](https://cmder.net) [N/A CONTENT] [LEGACY] — An introduction to Cmder, a highly popular portable console emulator for Windows built on ConEmu that provides built-in Git capabilities and alias configurations. While it served as the baseline console emulator for engineers seeking a bash-like experience, it is widely superseded by Windows Terminal 1.x. It remains a reliable fallback tool for legacy environments where Windows Terminal is not supported. +#### Ubuntu + + - **(2020)** [Ubuntu on WSL 2 Is Generally Available 🌟](https://ubuntu.com/blog/ubuntu-on-wsl-2-is-generally-available) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This release announcement covers the general availability of Ubuntu on WSL 2, bringing native Linux system call compatibility and dramatic performance gains. Leveraging Microsoft's customized Linux kernel, it provides an enterprise-ready environment for developing, compiling, and running deep-tech toolchains. It stands as a reliable, high-performance base for running local containers and deployment pipelines. +#### VS Code Integration + + - **(2019)** [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) [N/A CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] — This technical article describes the VS Code Remote-WSL architecture, which decouples the user interface from the backend runtime. By running VS Code extensions directly within WSL, it eliminates cross-OS filesystem execution overhead and path translation errors. This setup has become the industry benchmark for compiling, testing, and debugging Linux-targeted applications on Windows systems. +#### WSL Installation + + - **(2021)** [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) [N/A CONTENT] [COMMUNITY-TOOL] — This technical review details Microsoft's strategic shift to deliver WSL as an application through the Microsoft Store on Windows 11. Decoupling WSL from core OS updates allows rapid feature and driver iterations without requiring full system reboots. It guarantees that development teams can access the latest filesystem speed improvements and driver updates immediately. + - **(2020)** [Microsoft Makes it Easier to Install WSL on Windows 10 🌟](https://www.omgubuntu.co.uk/2020/06/microsoft-wsl-install-command) [N/A CONTENT] [COMMUNITY-TOOL] — An overview of Microsoft's streamlined WSL installation process, highlighting the creation of the unified `wsl --install` command. This enhancement automates feature enablement and default distribution retrieval, lowering the onboarding barrier for DevOps engineers. This simplification is highly beneficial for enterprise-wide developer environment standardization. + - **(2020)** [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) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This release overview highlights improvements to the `wsl --install` process in Windows Insider Build 20246, enabling customized distribution selection during initialization. These upgrades allow teams to script automated workspace setup processes without manual user interaction. This automated workflow is essential for building reproducible local development environments via code. ## Local Development ### Operating Systems diff --git a/v2-docs/linux.md b/v2-docs/linux.md index 2580bad6..d00a97c2 100644 --- a/v2-docs/linux.md +++ b/v2-docs/linux.md @@ -236,7 +236,7 @@ #### Kernel Tracing - - **(2018)** [==bpftrace==](https://github.com/bpftrace/bpftrace) ⭐ 10159 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A high-level tracing language and diagnostic toolkit built on top of the Linux eBPF subsystem. It allows system engineers to dynamically probe kernel modules, trace memory allocations, and analyze latency. Live Grounding shows that bpftrace is a core diagnostic pillar in production engineering. + - **(2018)** [==bpftrace==](https://github.com/bpftrace/bpftrace) ⭐ 10160 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A high-level tracing language and diagnostic toolkit built on top of the Linux eBPF subsystem. It allows system engineers to dynamically probe kernel modules, trace memory allocations, and analyze latency. Live Grounding shows that bpftrace is a core diagnostic pillar in production engineering. ### Operating Systems (1) #### Compilation diff --git a/v2-docs/liquibase.md b/v2-docs/liquibase.md index b3863900..ec7aa920 100644 --- a/v2-docs/liquibase.md +++ b/v2-docs/liquibase.md @@ -31,7 +31,7 @@ #### Schema Management - - **(2021)** [==bytebase/bytebase==](https://github.com/bytebase/bytebase) ⭐ 14142 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Open-source, web-based database schema change and collaboration tool engineered for DevOps teams and DBAs. Features GitOps-driven workflow mechanics, automated visual SQL review, and centralized security compliance policies to govern multi-engine environments. + - **(2021)** [==bytebase/bytebase==](https://github.com/bytebase/bytebase) ⭐ 14143 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Open-source, web-based database schema change and collaboration tool engineered for DevOps teams and DBAs. Features GitOps-driven workflow mechanics, automated visual SQL review, and centralized security compliance policies to govern multi-engine environments. ### Database Migration #### Schema Evolution diff --git a/v2-docs/mkdocs.md b/v2-docs/mkdocs.md index 261900ea..3782cbdd 100644 --- a/v2-docs/mkdocs.md +++ b/v2-docs/mkdocs.md @@ -82,7 +82,7 @@ - **(2026)** [Markdown Tables Generator](https://www.tablesgenerator.com/markdown_tables) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — An essential web utility for programmatically building, editing, and converting complex data tables into clean Markdown code block matrices. Dramatically reduces manual formatting pain points for technical writers and catalog builders globally. #### Metadata Badges - - **(2026)** [==github.com/Ileriayo/markdown-badges: Markdown Badges==](https://github.com/Ileriayo/markdown-badges) ⭐ 16699 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — 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. Live grounding confirms it is standard practice for enriching project READMEs. + - **(2026)** [==github.com/Ileriayo/markdown-badges: Markdown Badges==](https://github.com/Ileriayo/markdown-badges) ⭐ 16700 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — 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. Live grounding confirms it is standard practice for enriching project READMEs. #### WYSIWYG Integrations - **(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] — An industry report covering the expansion of native Markdown auto-formatting support in Google Docs. Signals the increasing migration of engineering documentation workflows into mainstream, corporate office applications, bridging the gap between developers and business analysts. diff --git a/v2-docs/mlops.md b/v2-docs/mlops.md index 9ad879f9..b2da9d93 100644 --- a/v2-docs/mlops.md +++ b/v2-docs/mlops.md @@ -121,7 +121,7 @@ #### Human-In-The-Loop - - **(2023)** [==rubrix==](https://github.com/argilla-io/argilla) ⭐ 5001 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Formerly Rubrix, Argilla is a premier open-source data curation platform designed for AI and LLM workflows. Enables continuous human-in-the-loop (HITL) fine-tuning cycles. It seamlessly integrates with Hugging Face, SpaCy, and LangChain, optimizing training data quality through iterative annotation, validation, and curation mechanisms. + - **(2023)** [==rubrix==](https://github.com/argilla-io/argilla) ⭐ 5002 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Formerly Rubrix, Argilla is a premier open-source data curation platform designed for AI and LLM workflows. Enables continuous human-in-the-loop (HITL) fine-tuning cycles. It seamlessly integrates with Hugging Face, SpaCy, and LangChain, optimizing training data quality through iterative annotation, validation, and curation mechanisms. ### Data Ops #### CI-CD (1) diff --git a/v2-docs/monitoring.md b/v2-docs/monitoring.md index 15a357c6..d706d9ed 100644 --- a/v2-docs/monitoring.md +++ b/v2-docs/monitoring.md @@ -70,47 +70,16 @@ - [ploffay.medium.com: Five years evolution of open-source distributed tracing' 🌟](https://ploffay.medium.com/five-years-evolution-of-open-source-distributed-tracing-ec1c5a5dd1ac) [COMMUNITY-TOOL] - [Medium: Distributed Tracing and Monitoring using OpenCensus](https://medium.com/@rghetia/distributed-tracing-and-monitoring-using-opencensus-fe5f6e9479fb) [COMMUNITY-TOOL] - [Dzone: Zipkin vs. Jaeger: Getting Started With Tracing](https://dzone.com/articles/zipkin-vs-jaeger-getting-started-with-tracing) [COMMUNITY-TOOL] - - [thenewstack.io: OpenTelemetry Gaining Traction from Companies and Vendors](https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors) [COMMUNITY-TOOL] - - [thenewstack.io: How OpenTelemetry Works with Kubernetes](https://thenewstack.io/how-opentelemetry-works-with-kubernetes) [COMMUNITY-TOOL] - [medium.com/@bijit211987: Grafana with OpenTelemetry, Vendor-neutral and' open-source approach](https://medium.com/@bijit211987/grafana-with-opentelemetry-vendor-neutral-and-open-source-approach-ab4bc08f67e9) [COMMUNITY-TOOL] - [medium: Jaeger VS OpenTracing VS OpenTelemetry](https://medium.com/jaegertracing/jaeger-and-opentelemetry-1846f701d9f2) [COMMUNITY-TOOL] - [medium: Using Jaeger and OpenTelemetry SDKs in a mixed environment with' W3C Trace-Context](https://medium.com/jaegertracing/jaeger-clients-and-w3c-trace-context-c2ce1b9dc390) [COMMUNITY-TOOL] - - [thenewstack.io: Jaeger vs. Zipkin: Battle of the Open Source Tracing Tools](https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools) [COMMUNITY-TOOL] - - [Grafana Tempo](https://github.com/grafana/tempo) ⭐ 5305 [ENTERPRISE-STABLE] - - [opensource.com: Get started with distributed tracing using Grafana Tempo](https://opensource.com/article/21/2/tempo-distributed-tracing) [COMMUNITY-TOOL] - [APM in wikipedia](https://en.wikipedia.org/wiki/Application_performance_management) [COMMUNITY-TOOL] - [dzone.com: APM Tools Comparison](https://dzone.com/articles/apm-tools-comparison-which-one-should-you-choose) [COMMUNITY-TOOL] - [dzone.com: Java Performance Monitoring: 5 Open Source Tools You Should Know](https://dzone.com/articles/java-performance-monitoring-5-open-source-tools-you-should-know) [COMMUNITY-TOOL] - - [datadoghq.com](https://www.datadoghq.com) [COMMUNITY-TOOL] - - [Mininimum elasticsearch requirement is 6.2.x or higher](https://www.elastic.co/support/matrix#matrix_compatibility) [COMMUNITY-TOOL] - - [Elastic APM Server Docker image](https://github.com/sls-dev1/openshift-elastic-apm-server) [COMMUNITY-TOOL] - - [Monitoring Java applications with Elastic: Getting started with the Elastic' APM Java Agent](https://www.elastic.co/blog/monitoring-java-applications-and-getting-started-with-the-elastic-apm-java-agent) [COMMUNITY-TOOL] - - [Jenkins pipeline shared library for the project Elastic APM 🌟](https://github.com/elastic/apm-pipeline-library) ⭐ 11 [COMMUNITY-TOOL] - - [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] - - [dynatrace.com: How to collect Prometheus metrics in Dynatrace](https://www.dynatrace.com/news/blog/how-to-collect-prometheus-metrics-in-dynatrace) [COMMUNITY-TOOL] - - [dynatrace.com: Automatic connection of logs and traces accelerates AI-driven' cloud analytics](https://www.dynatrace.com/news/blog/automatic-connection-of-logs-and-traces-accelerates-ai-driven-cloud-analytics) [COMMUNITY-TOOL] - - [devops.com: Dynatrace Advances Application Environments as Code](https://devops.com/dynatrace-advances-application-environments-as-code) [COMMUNITY-TOOL] - - [thenewstack.io: Serverless Needs More Observability Tools](https://thenewstack.io/serverless-needs-more-observability-tools) [COMMUNITY-TOOL] - - [Apache Beam](https://beam.apache.org) [COMMUNITY-TOOL] - - [Krossboard](https://krossboard.app) [COMMUNITY-TOOL] - [Krossboard: A centralized usage analytics approach for multiple Kubernetes](https://itnext.io/in-search-of-converged-usage-analytics-for-multiple-managed-kubernetes-c5108cb7f0e1) [COMMUNITY-TOOL] - - [cloudbees.com: Automated Build and Deploy Feedback Using Jenkins and Instana' 🌟](https://www.cloudbees.com/blog/automated-build-deploy-feedback-using-instana) [COMMUNITY-TOOL] - - [Netdata](https://github.com/netdata/netdata) ⭐ 79146 [DE FACTO STANDARD] - - [PM2](https://github.com/Unitech/pm2) ⭐ 43210 [DE FACTO STANDARD] - - [Huginn](https://github.com/huginn/huginn) ⭐ 49466 [DE FACTO STANDARD] - - [OS Query](https://github.com/osquery/osquery) ⭐ 23311 [DE FACTO STANDARD] - - [Glances](https://github.com/nicolargo/glances) ⭐ 32824 [DE FACTO STANDARD] - - [TDengine](https://github.com/taosdata/TDengine) ⭐ 24903 [DE FACTO STANDARD] - [stackpulse.com: Automated Kubernetes Pod Restarting Analysis with StackPulse](https://stackpulse.com/blog/automated-kubernetes-pod-restarting-analysis-with-stackpulse) [COMMUNITY-TOOL] - - [Checkly](https://www.checklyhq.com) [COMMUNITY-TOOL] - [hashicorp.com: Monitoring as Code with Terraform Cloud and Checkly](https://www.hashicorp.com/blog/monitoring-as-code-with-terraform-cloud-and-checkly) [COMMUNITY-TOOL] - [OpenTelemetry (OTel) vs Application Performance Monitoring (APM)](https://medium.com/@rahul.fiem/opentelemetry-otel-vs-application-performance-monitoring-apm-86ae829877cf) [COMMUNITY-TOOL] - - [SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟](https://github.com/SigNoz/signoz) ⭐ 27330 [DE FACTO STANDARD] ## Architecture @@ -121,6 +90,13 @@ ##### Distributed Tracing - **(2021)** [hmh.engineering: Musings on microservice observability!](https://hmh.engineering/musings-on-microservice-observability-f7052ac42f04) [ADVANCED LEVEL] [COMMUNITY-TOOL] — Real-world engineering reflections detailing the trials of tracing asynchronous message brokers and API routes inside a sprawling distributed microservice ecosystem. Curator Insight: Real-world microservices field guide. Live Grounding: Offers invaluable real-world insights on handling high distributed trace sampling rates under production load. +## Automation + +### Workflows + +#### Agent Frameworks + + - **(2026)** [==Huginn==](https://github.com/huginn/huginn) ⭐ 49467 [RUBY CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly versatile open-source system designed for orchestrating automated web-scraping, webhook handling, and event-driven tasks. In 2026, Huginn serves as a vital tool for engineers seeking a self-hosted, deterministic agent network to automate security and integration pipelines. ## Business Strategy ### Management @@ -137,23 +113,87 @@ #### IoT Security Pitfalls - **(2020)** [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) [N/A CONTENT] [LEGACY] — Analyzes the architectural and operational challenges of implementing IoT networks in healthcare settings. Focuses on clinical workflows, legacy medical device integration, and mitigating security vectors in connected biomedical ecosystems. +## Cloud Native + +### Cloud Providers + +#### AWS Observability + + - **(2021)** [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) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — Explores the integration of Amazon CloudWatch Metric Streams into external observability engines like Dynatrace. This streaming paradigm bypasses high-latency API polling, allowing real-time ingestion of cloud infrastructure health indicators. Highly relevant for large hybrid-cloud architectures in 2026. +### Kubernetes + +#### Multi-Cluster Management + + - **(2021)** [Krossboard](https://krossboard.app) [GO CONTENT] [COMMUNITY-TOOL] — A lightweight multi-cluster Kubernetes usage analytics and tracking dashboard tool. In 2026, while larger players like Rancher and Tanzu dominate enterprise multi-cluster control, Krossboard remains a lightweight option for rapid multi-cloud cluster resource auditing. +### Observability (1) + +#### APM + + - **(2026)** [datadoghq.com](https://www.datadoghq.com) [GO CONTENT] [COMMUNITY-TOOL] — A dominant, enterprise-grade SaaS observability and security monitoring platform. In 2026, Datadog integrates deeply with the OpenTelemetry standard, combining LLM-driven anomaly detection (via Bits AI) and deep container runtime visibility for highly complex distributed microservice environments. +#### Distributed Tracing (1) + + - **(2026)** [==Grafana Tempo==](https://github.com/grafana/tempo) ⭐ 5305 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A high-scale, cost-effective distributed tracing backend designed to work exclusively with object storage like S3 or GCS. In 2026, Tempo has consolidated its position as the premier choice for large-scale enterprise tracing, deeply integrated with Grafana Loki and Mimir to correlate logs, metrics, and traces. + - **(2021)** [thenewstack.io: Jaeger vs. Zipkin: Battle of the Open Source Tracing Tools](https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools) [GO CONTENT] [COMMUNITY-TOOL] — A historical comparative analysis of Jaeger versus Zipkin for microservice tracing. While Zipkin pioneered open-source tracing, Jaeger became a dominant CNCF graduate. By 2026, both fully interoperate with OpenTelemetry APIs, but Jaeger remains highly preferred for high-performance cloud environments. + - **(2021)** [opensource.com: Get started with distributed tracing using Grafana Tempo](https://opensource.com/article/21/2/tempo-distributed-tracing) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A practical hands-on guide for bootstrapping distributed tracing with Grafana Tempo. It highlights how eliminating complex storage backends like Cassandra or Elasticsearch reduces infrastructure operational costs. 2026 best practices emphasize using Tempo alongside standard OpenTelemetry collectors. +#### Elastic APM + + - **(2021)** [Monitoring Java applications with Elastic: Getting started with the Elastic' APM Java Agent](https://www.elastic.co/blog/monitoring-java-applications-and-getting-started-with-the-elastic-apm-java-agent) [JAVA CONTENT] [COMMUNITY-TOOL] — Duplicate entry of the Elastic APM Java agent setup tutorial. The guide covers bytecode manipulation, agent configuration, and tracing across JVM boundaries. Modern 2026 architectural baselines combine this agent with modern Java virtual thread instrumentation. + - **(2021)** [bqstack.com: Monitoring Application using Elastic APM](https://bqstack.com/b/detail/109) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A comprehensive walkthrough focusing on application performance monitoring via Elastic APM. It details agent-to-server connection topologies and dashboards. 2026 frameworks heavily advocate combining this setup with unified Kibana views mapping out both service dependencies and OpenSearch raw logs. +#### Elastic Stack + + - **(2021)** [Mininimum elasticsearch requirement is 6.2.x or higher](https://www.elastic.co/support/matrix#matrix_compatibility) [MARKDOWN CONTENT] [DOCUMENTATION] [LEGACY] — A technical specification denoting the minimum Elasticsearch requirement (6.2.x) for early Elastic APM deployments. From a 2026 engineering perspective, this represents a legacy baseline; contemporary systems rely heavily on Elasticsearch 8.x+ or OpenSearch to leverage advanced vector-search and schema-on-read capabilities. + - **(2021)** [Elastic APM Server Docker image](https://github.com/sls-dev1/openshift-elastic-apm-server) [DOCKERFILE CONTENT] [LEGACY] — A Dockerized configuration tailored to deploy Elastic APM Server on Red Hat OpenShift. While still relevant for highly restricted, air-gapped legacy OpenShift setups, modern 2026 deployments prefer using the official Elastic Cloud on Kubernetes (ECK) operator for automated scaling and lifecycle management. +#### ITOM + + - **(2021)** [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) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — Strategic blueprint mapping out IT Service Operations (ITOM) modernization using AIOps. In 2026, this process focuses on replacing manual service tickets with self-healing scripts triggered directly by real-time telemetry, correlating runtime context with topological dependencies. +#### Infrastructure Monitoring + + - **(2026)** [==Netdata==](https://github.com/netdata/netdata) ⭐ 79146 [C CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An ultra-high-performance, zero-configuration system monitoring agent boasting over 79k stars on GitHub. Netdata provides real-time, per-second metrics directly from physical hosts, virtual machines, and container endpoints, making it a stellar edge diagnostics tool in 2026. + - **(2026)** [==Glances==](https://github.com/nicolargo/glances) ⭐ 32824 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A Python-based CLI and web tool providing real-time system resource visualization. Glances remains a beloved utility for terminal-driven infrastructure debugging and fast diagnostics on container platforms in 2026, without needing heavy visualization suites. +#### Kubernetes Monitoring + + - **(2021)** [Successful Kubernetes Monitoring – Three Pitfalls to Avoid](https://www.dynatrace.com/news/blog/successful-kubernetes-monitoring-3-pitfalls-to-avoid) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — An analysis of critical pitfalls in Kubernetes monitoring, focusing on metric explosion, siloed data pools, and lack of correlation. 2026 engineering solutions resolve these issues by relying on automated, sidecar-less auto-injection and intelligent AIOps platforms to trace short-lived ephemeral containers. +#### Kubernetes Operators + + - **(2021)** [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) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Introduces the Dynatrace Kubernetes Operator, which automates full-stack observability rollout. By 2026, the Operator pattern has become the industry standard for lifecycle management, injecting tracing agents and managing eBPF runtime collectors without manually modifying application YAMLs. +#### Log Correlation + + - **(2021)** [dynatrace.com: Automatic connection of logs and traces accelerates AI-driven' cloud analytics](https://www.dynatrace.com/news/blog/automatic-connection-of-logs-and-traces-accelerates-ai-driven-cloud-analytics) [MARKDOWN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Highlights the automatic, context-rich linking of application logs to trace spans. By 2026, log-trace correlation is a strict architectural requirement for root-cause analysis, enabling AIOps systems to instantly trace a latency spike back to exact exception statements in the codebase. +#### OpenTelemetry + + - **(2021)** [thenewstack.io: OpenTelemetry Gaining Traction from Companies and Vendors](https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors) [MARKDOWN CONTENT] [LEGACY] — Traces the massive industry shift and vendor adoption toward OpenTelemetry (OTel). While early articles focused on initial vendor buy-in, 2026 live grounding confirms OpenTelemetry as the absolute de facto standard for multi-language instrumentation, rendering older proprietary tracing agents largely legacy. + - **(2021)** [thenewstack.io: How OpenTelemetry Works with Kubernetes](https://thenewstack.io/how-opentelemetry-works-with-kubernetes) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Technical deep-dive explaining OpenTelemetry deployment inside Kubernetes environments using collector agents. In 2026, the architectural standard utilizes the OpenTelemetry Operator to automatically inject instrumentation sidecars or daemons, simplifying distributed telemetry pipelines across microservices. +#### Prometheus Integration + + - **(2021)** [dynatrace.com: How to collect Prometheus metrics in Dynatrace](https://www.dynatrace.com/news/blog/how-to-collect-prometheus-metrics-in-dynatrace) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — Technical guide outlining the ingestion of Prometheus exposition format metrics into enterprise backends. This hybrid topology combines Prometheus's ubiquitous scraping mechanism with enterprise-grade storage engines, resolving high-cardinality storage challenges for 2026 multi-cluster setups. +#### Serverless + + - **(2021)** [thenewstack.io: Serverless Needs More Observability Tools](https://thenewstack.io/serverless-needs-more-observability-tools) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — An analysis of early observability gaps within highly ephemeral, stateless serverless workloads (e.g., AWS Lambda). While cold starts and execution tracing were historically hard, 2026 live grounding showcases massive improvements using lightweight OpenTelemetry layers and eBPF kernel tracing. +#### Synthetics + + - **(2026)** [Checkly](https://www.checklyhq.com) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — An advanced synthetic monitoring platform built on top of Playwright and Puppeteer. In 2026, Checkly promotes 'Monitoring as Code' (MaC), allowing engineering teams to define synthetic browser tests in their source code alongside their microservices. +### SRE + +#### Performance Engineering + + - **(2021)** [Tutorial: Guide to automated SRE-driven performance engineering 🌟](https://www.dynatrace.com/news/blog/guide-to-automated-sre-driven-performance-engineering-analysis) [MARKDOWN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Architectural guide detailing how to build automated SRE gates within delivery pipelines. This strategy emphasizes defining Service Level Objectives (SLOs) early. In 2026, this is increasingly automated using GitOps control loops like Keptn to continuously analyze deployment performance metrics. ## Container Orchestration ### Containers -#### Observability (1) +#### Observability (2) ##### Basics - **(2022)** [thenewstack.io: What Is Container Monitoring?](https://thenewstack.io/what-is-container-monitoring) [COMMUNITY-TOOL] — Details the core components of container-level metric collection, explaining the collection layers between host OS kernels, container runtimes (containerd), and container orchestrators. Curator Insight: Structural baseline for container runtimes. Live Grounding: Invaluable context for engineers trying to diagnose performance issues when transitioning from VMs to bare-metal containers. -### Kubernetes +### Kubernetes (1) #### Logging ##### Docker Logs - **(2022)** [skilledfield.com.au: Monitoring Kubernetes and Docker Container Logs](https://skillfield.com.au/blog/monitoring-kubernetes-and-docker-container-logs) [COMMUNITY-TOOL] — A detailed tutorial on harvesting and storing ephemeral container stdout/stderr outputs in Docker and Kubernetes clusters. Covers fluentd/fluent-bit ingestion, namespace routing, and Elasticsearch querying. Curator Insight: Logging implementation patterns. Live Grounding: Critical reference for configuring non-intrusive container daemon log rotators. -#### Observability (2) +#### Observability (3) ##### Challenges @@ -190,7 +230,7 @@ - **(2023)** [cloudforecast.io: cAdvisor and Kubernetes Monitoring Guide 🌟](https://cloudforecast.io/blog/cadvisor-and-kubernetes-monitoring-guide) [COMMUNITY-TOOL] — Complete operational analysis of Google’s cAdvisor (Container Advisor), showing how it is natively embedded inside the Kubelet binary to collect performance metrics. Curator Insight: Core container performance scraping mechanisms. Live Grounding: Fundamental reading for tuning Pod memory limits and evaluating CPU throttling patterns. ### OpenShift -#### Observability (3) +#### Observability (4) ##### Prometheus (1) @@ -202,9 +242,17 @@ ##### Enterprise Kubernetes - **(2018)** [Generally Available today: Red Hat OpenShift Container Platform 3.11 is ready to power enterprise Kubernetes deployments 🌟](https://www.redhat.com/en/blog/generally-available-today-red-hat-openshift-container-platform-311-ready-power-enterprise-kubernetes-deployments) [LEGACY] — Announcement of OpenShift 3.11 container platform, detailing its core features like cluster administration consoles and native Kubernetes integration. Curator Insight: Historical release notes for OpenShift 3.11. Live Grounding: Now considered legacy compared to current version 4.x deployments, but represents a key historical milestone. +## Data Engineering + +### Stream Processing + + - **(2026)** [Apache Beam](https://beam.apache.org) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An advanced unified programming model for batch and stream processing pipelines. Running natively on Kubernetes via Apache Flink or Spark runners, Beam remains a fundamental framework in 2026 for high-concurrency event-driven architectures and real-time telemetry stream ingestion. +### Time Series Databases + + - **(2026)** [==TDengine==](https://github.com/taosdata/TDengine) ⭐ 24903 [C CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source time-series database optimized specifically for IoT and telemetry data storage. Utilizing a unique 'one table per data source' structure, TDengine offers extremely fast writing speeds and high-efficiency query execution, challenging traditional solutions in 2026. ## DevOps -### Automation +### Automation (1) #### CICD @@ -217,7 +265,20 @@ - **(2023)** [thenewstack.io: Monitoring as Code: What It Is and Why You Need It 🌟](https://thenewstack.io/monitoring-as-code-what-it-is-and-why-you-need-it) [COMMUNITY-TOOL] — Explains the paradigm of Monitoring as Code (MaC), allowing engineering teams to define dashboard schemas, synthetic tests, and alerting thresholds using declarative configurations in VCS systems. Curator Insight: Paradigm shift from manual dashboard configuration. Live Grounding: Crucial for aligning platform metrics with standard CI/CD and GitOps delivery models. - **(2023)** [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] — Examines the strategic necessity of Monitoring as Code (MaC) within highly automated enterprises, highlighting its ability to prevent manual dashboard decay and streamline alert maintenance. Curator Insight: Organizational transition to MaC. Live Grounding: Essential reading for scaling observability policies uniformly across enterprise development teams. -### Observability (4) +### CICD (1) + +#### Continuous Delivery + + - **(2021)** [cloudbees.com: Automated Build and Deploy Feedback Using Jenkins and Instana' 🌟](https://www.cloudbees.com/blog/automated-build-deploy-feedback-using-instana) [GROOVY CONTENT] [COMMUNITY-TOOL] — Explores automating real-time CI/CD pipeline deployment feedback by feeding Jenkins build metadata directly to Instana. In 2026, continuous delivery frameworks rely heavily on these auto-marked release timelines to immediately detect and isolate performance regressions on cluster nodes. +#### Jenkins + + - **(2021)** [==Jenkins pipeline shared library for the project Elastic APM 🌟==](https://github.com/elastic/apm-pipeline-library) ⭐ 11 [GROOVY CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A Jenkins Pipeline Shared Library designed to standardize Elastic APM component deployments. While modern GitOps (e.g., ArgoCD) has largely replaced Jenkins for cloud-native delivery, this Groovy library remains highly valuable for organizations maintaining complex, legacy Jenkins-centric pipelines. +### Infrastructure as Code + +#### GitOps (1) + + - **(2021)** [devops.com: Dynatrace Advances Application Environments as Code](https://devops.com/dynatrace-advances-application-environments-as-code) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Discusses 'Observability as Code', where application dashboards, SLO targets, and alerting configurations are defined using Terraform or Monaco. By 2026, this approach is integrated into standard CI/CD pipelines to ensure monitoring environments scale systematically with the underlying infra. +### Observability (5) #### APIs @@ -226,7 +287,7 @@ ###### Releases (1) - **(2023)** [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] — Deep technical analysis warning teams against core deployment pitfalls, including the misuse of mathematical averages over high-resolution percentile histograms (P99/P99.9). Curator Insight: Identical post-release performance warning. Live Grounding: Focuses heavily on the structural telemetry issues during rolling upgrades. -#### CICD (1) +#### CICD (2) ##### Change Management @@ -250,11 +311,18 @@ #### Infrastructure -##### Observability (5) +##### Observability (6) ###### Best Practices - **(2022)** [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] — Delves into establishing robust, team-wide ownership of monitoring pipelines, setting up actionable alerting paths, and building comprehensive dashboards. Curator Insight: Organizational practices for infrastructure ops. Live Grounding: Helps bridging operational silos through collective ownership of SLIs/SLOs. +## Development + +### Runtime + +#### Node.js + + - **(2026)** [==PM2==](https://github.com/Unitech/pm2) ⭐ 43210 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An industry-standard production process manager for Node.js workloads. Despite the rise of Kubernetes-native process management, PM2 remains the preferred daemon for bare-metal Node.js apps, VM-based services, and IoT microservices running at the edge in 2026. ## Event-Driven Systems ### Apache Kafka @@ -269,15 +337,15 @@ #### Kubernetes and OpenShift - **(2018)** [Leveraging Kubernetes and OpenShift for automated performance tests (part 1)](https://developers.redhat.com/blog/2018/11/22/automated-performance-testing-kubernetes-openshift) [NONE CONTENT] [COMMUNITY-TOOL] — Outlines architectural strategies for automating load and performance testing within Kubernetes and Red Hat OpenShift environments. Focuses on orchestrating distributed test runners (like JMeter or Gatling) as cloud-native jobs, ensuring consistent test execution alongside CI/CD pipelines to validate platform scalability under synthetic load. -#### Observability (6) +#### Observability (7) - **(2019)** [Building an observability stack for automated performance tests on Kubernetes and OpenShift (part 2) 🌟](https://developers.redhat.com/blog/2019/01/03/leveraging-openshift-or-kubernetes-for-automated-performance-tests-part-2) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Explores the construction of an end-to-end monitoring pipeline using Prometheus and Grafana to capture system-level and application-level metrics during automated load tests. Enables developers to pinpoint resource bottlenecks, track container resource usage, and analyze performance regressions dynamically. ### Sysadmin #### Resources - - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34269 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. -## Observability (7) + - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34273 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. +## Observability (8) ### APM and Logging @@ -290,12 +358,17 @@ #### Dynatrace PoC - **(2023)** [==My Dynatrace proof of concept 🌟==](https://github.com/nubenetes/awesome-kubernetes/blob/master/pdf/dynatrace_demo.pdf) ⭐ 663 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A comprehensive architectural evaluation report and proof of concept depicting Dynatrace deployment inside complex Kubernetes topologies. Discusses performance impact, instrumentation automation, and alerting configurations. -#### Elastic APM +#### Elastic APM (1) - **(2024)** [Elastic APM](https://www.elastic.co/observability/application-performance-monitoring) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — An extensible APM engine integrated natively into the Elastic ecosystem. Provides distributed tracing, application-level error capturing, system metrics logging, and auto-instrumentation capabilities for modern software stacks. #### Elastic APM Infrastructure - **(2024)** [Elastic APM Server](https://www.elastic.co/docs/solutions/observability/apm) [EN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — The architectural pipeline middleware component that receives telemetry from Elastic APM agents, validates schemas, processes events, and indexes performance metrics into Elasticsearch. +### APM and Metrics + +#### Observability Platform + + - **(2026)** [==SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟==](https://github.com/SigNoz/signoz) ⭐ 27331 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A massive open-source APM and observability platform natively integrated with OpenTelemetry. Tracks telemetry, trace spans, metrics, and application logs in a unified, high-performance UI backed by ClickHouse. Widely recognized as a major open-source competitor to Datadog. ### Application Monitoring #### .NET Core @@ -322,7 +395,7 @@ ##### Metrics (1) - **(2024)** [forbes.com: From Data Collection To Delivering KPIs: A Roadmap To A Mature Observability Strategy](https://www.forbes.com/councils/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy/?streamIndex=0) [COMMUNITY-TOOL] — Provides a clear roadmap to extract business value from raw telemetry data. Focuses on aligning technical logs and alerts directly with key performance indicators (KPIs) to drive continuous business transformation. Curator Insight: Forbes council insight on business metrics. Live Grounding: Highlights why enterprise monitoring frameworks fail when detached from functional business KPIs. -### Distributed Tracing (1) +### Distributed Tracing (2) #### Data Pipelines @@ -363,7 +436,7 @@ #### Technology Evolution - **(2021)** [thenewstack.io: Observability Is the New Kubernetes 🌟](https://thenewstack.io/observability-is-the-new-kubernetes) [COMMUNITY-TOOL] — Draws parallels between the explosive ecosystem growth of Kubernetes and the rapid development and sprawl of the modern observability industry. Curator Insight: Industry paradigm comparison. Live Grounding: Illustrates how standardization around OpenTelemetry has consolidated tooling across complex clouds. -### Infrastructure Monitoring +### Infrastructure Monitoring (1) #### Zabbix and OpenShift @@ -376,7 +449,7 @@ #### Alerting - **(2026)** [**jertel/elastalert2**](https://github.com/jertel/elastalert2) ⭐ 1121 [PYTHON CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An active, community-maintained fork of ElastAlert designed to query Elasticsearch and trigger real-time alerts based on specific log patterns, spike anomalies, or flatlines. Integrates directly with Slack, Email, PagerDuty, and custom webhooks. -#### Elastic Stack +#### Elastic Stack (1) - **(2020)** [acloudguru.com: Getting started with the Elastic Stack](https://www.pluralsight.com/resources/blog/cloud/getting-started-with-the-elastic-stack) [NONE CONTENT] [COMMUNITY-TOOL] — An introductory hands-on walkthrough for deploying and configuring Elasticsearch, Logstash, and Kibana (ELK Stack). Covers index life-cycle management, ingest pipelines, and structuring unstructured application logs. #### Industry Shifts @@ -384,7 +457,7 @@ - **(2021)** [zdnet.com: AWS, as predicted, is forking Elasticsearch](https://www.zdnet.com/article/aws-as-predicted-is-forking-elasticsearch) [NONE CONTENT] [COMMUNITY-TOOL] — A journalistic analysis of Amazon's response to Elastic's relicensing of Elasticsearch and Kibana from Apache 2.0 to SSPL. Highlights the systemic industry rift that led to the creation of the OpenSearch project as a fully open-source fork. - **(2021)** [amazon.com: Stepping up for a truly open source Elasticsearch](https://aws.amazon.com/blogs/opensource/stepping-up-for-a-truly-open-source-elasticsearch) [NONE CONTENT] [COMMUNITY-TOOL] — AWS's official announcement and rationale behind driving a community-led fork of Elasticsearch and Kibana. Outlines commitment to preserving open-source software licenses and maintaining Apache 2.0-compliant versions for enterprise developers. - **(2021)** [thenewstack.io: This Week in Programming: The ElasticSearch Saga Continues](https://thenewstack.io/this-week-in-programming-the-elasticsearch-saga-continues) [NONE CONTENT] [COMMUNITY-TOOL] — Evaluates the technical and legal friction generated by Elastic's license change. Discusses how this licensing pivot forced major enterprises and open-source ecosystems to migrate infrastructure to OpenSearch or accept SSPL/Elastic licenses. -#### Kubernetes Operators +#### Kubernetes Operators (1) - **(2025)** [Rancher Logging Operator 🌟](https://rancher.com/docs/rancher/v2.x/en/logging/v2.5) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An advanced Kubernetes controller that automates the deployment and management of Fluentd and Fluent Bit pipelines. It offers custom resource definitions (CRDs) to route, filter, and output log streams to multi-tenant backends dynamically. #### Local Development @@ -413,7 +486,7 @@ #### Prometheus Scale - **(2020)** [Promster: Use Prometheus in huge deployments with dynamic clustering and scrape sharding capabilities based on ETCD service registration](http://github.com/flaviostutz/promster) ⭐ 31 [GO CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — Leverages ETCD service registration to provide dynamic clustering and automated scrape sharding for distributed Prometheus deployments. While offering a lightweight alternative for scale-out setups, modern production environments in 2026 predominantly utilize Thanos, Cortex, or VictoriaMetrics for highly available global metrics engines. -### OpenTelemetry +### OpenTelemetry (1) #### Collector Infrastructure @@ -453,8 +526,8 @@ #### Uptime-Kuma - - **(2021)** [==louislam/uptime-kuma==](https://github.com/louislam/uptime-kuma) ⭐ 87985 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly popular self-hosted synthetic monitoring tool written in Node.js. It features multi-protocol ping, HTTP/TCP checks, certificate monitoring, integration with multi-channel alert providers, and highly intuitive dashboards, serving as a lightweight alternative to commercial APM and uptime tools. -## Performance Engineering + - **(2021)** [==louislam/uptime-kuma==](https://github.com/louislam/uptime-kuma) ⭐ 87987 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly popular self-hosted synthetic monitoring tool written in Node.js. It features multi-protocol ping, HTTP/TCP checks, certificate monitoring, integration with multi-channel alert providers, and highly intuitive dashboards, serving as a lightweight alternative to commercial APM and uptime tools. +## Performance Engineering (1) ### Profiling @@ -463,9 +536,16 @@ ##### Continuous Profiling - **(2022)** [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) [ADVANCED LEVEL] [COMMUNITY-TOOL] — Explores the engineering benefits of integrating continuous runtime code profiling (CPU, Heap Allocation, Thread Locks) into developer workflows. Curator Insight: Advocacy for persistent tracing profiles. Live Grounding: Invaluable for diagnosing microservice memory leaks before deploying changes to live users. +## Security (1) + +### Monitoring + +#### Host Security + + - **(2026)** [==OS Query==](https://github.com/osquery/osquery) ⭐ 23311 [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Exposes an operating system as a relational database, enabling SQL-based queries to audit process runtime, file integrity, and network connections. osquery is universally recognized as a core utility for security telemetry and host-level compliance in 2026. ## Site Reliability Engineering (1) -### Observability (8) +### Observability (9) #### Guides (1) @@ -491,7 +571,7 @@ - **(2022)** [dashbird.io: Monitoring vs Observability: Can you tell the difference? 🌟](https://dashbird.io/blog/monitoring-vs-observability) [COMMUNITY-TOOL] — Analyzes the divergence of monitoring and observability, specifically within the context of serverless architectures (AWS Lambda). Focuses on cold starts, API Gateway timeouts, and distributed event-driven systems. Curator Insight: Serverless perspective on observability. Live Grounding: Demonstrates how standard infrastructure agent models fall short when managing dynamic ephemerality. #### Theory -##### APM +##### APM (1) - **(2023)** [dynatrace.com: What is observability? Not just logs, metrics and traces](https://www.dynatrace.com/news/blog/what-is-observability-2) [COMMUNITY-TOOL] — Expands the definition of observability beyond simple logs, metrics, and tracing, arguing for contextual topology maps, automatic root-cause identification, and continuous profiling. Curator Insight: Vendor-informed perspective on next-gen APM. Live Grounding: Emphasizes the need for automated graph topology representations over pure telemetry pipelines. ##### Monitoring vs Observability (1) @@ -499,14 +579,14 @@ - **(2022)** [thenewstack.io: Observability Won’t Replace Monitoring (Because It Shouldn’t) 🌟](https://thenewstack.io/observability-wont-replace-monitoring-because-it-shouldnt) [COMMUNITY-TOOL] — Argues against the displacement myth of monitoring by observability, asserting that both play critical roles. Monitoring maintains persistent dashboards of known failure vectors, while observability provides reactive exploration tools. Curator Insight: Balanced pragmatic perspective on modern telemetry. Live Grounding: Helps developers resist unnecessary tooling replacements by leveraging combined solutions. ## Software Engineering -### CICD (2) +### CICD (3) #### Methodology (1) - **(2018)** [devops.com: The Fallacy of Continuous Integration, Delivery and Testing](https://devops.com/the-fallacy-of-continuous-integration-delivery-and-testing) [NONE CONTENT] [COMMUNITY-TOOL] — Explores common anti-patterns in DevOps pipelines where fast builds mask poor test coverage and integration siloes. Offers recommendations on balancing CI/CD speed with architectural quality gates and production-like validation. ## Systems Design -### Observability (9) +### Observability (10) #### Data Pipelines (1) diff --git a/v2-docs/ocp4.md b/v2-docs/ocp4.md index 0286a351..9e845f07 100644 --- a/v2-docs/ocp4.md +++ b/v2-docs/ocp4.md @@ -44,8 +44,6 @@ - [Red Hat Application Migration Toolkit](https://developers.redhat.com/products/mta/overview) [COMMUNITY-TOOL] - [developers.redhat.com: **Red Hat Container Development Kit**](https://developers.redhat.com/products/cdk/overview) [COMMUNITY-TOOL] - [dzone: OpenShift Egress Options](https://dzone.com/articles/openshift-egress-options) [COMMUNITY-TOOL] - - [Descheduler for Kubernetes 🌟](https://github.com/kubernetes-sigs/descheduler) ⭐ 5441 [ENTERPRISE-STABLE] - - [kubernetes-sigs: Trimaran: Load-aware scheduling plugins 🌟](https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran) ⭐ 1295 [COMMUNITY-TOOL] ## AI-ML @@ -114,6 +112,13 @@ #### OpenShift - **(2022)** [==github.com: Maistra Istio==](https://github.com/maistra/istio) ⭐ 94 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — 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. +## Cluster Management + +### Scheduling and Node Assignment + +#### Dynamic Balancing + + - **(2026)** [==Descheduler for Kubernetes 🌟==](https://github.com/kubernetes-sigs/descheduler) ⭐ 5441 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A highly critical Kubernetes SIG project that addresses scheduling drift by continuously examining running pods against modified constraints, evicting pods that violate affinities, taints, topology spreads, or resource capacities. ## Compute and Runtime ### Local Container Engines @@ -219,7 +224,7 @@ #### Troubleshooting Protocols - **(2020)** [==blog.openshift.com: Simplifying OpenShift Case Information Gathering Workflow: **Must-Gather Operator** (In the context of Red Hat OpenShift 4.x and Kubernetes, **it is considered a bad practice to ssh into a node and perform debugging actions**) 🌟==](https://www.redhat.com/en/blog/simplifying-openshift-case-information-gathering-workflow-must-gather-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Introduces the Must-Gather Operator framework as a secure alternative to direct SSH debugging of underlying cluster nodes. Details how the automated diagnostic engine programmatically aggregates core configuration files, CRDs, namespace event logs, and kernel metrics. -### Cluster Management +### Cluster Management (1) #### Developer Tooling @@ -420,7 +425,7 @@ #### Ansible - **(2021)** [tommeramber/ocp-automations](https://github.com/tommeramber/ocp-automations) [SHELL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A community repository of automation playbooks and scripts designed to streamline configuration, security hardening, and deployment procedures across diverse OpenShift Container Platform clusters. -### Cluster Management (1) +### Cluster Management (2) #### Declarative Nodes @@ -487,6 +492,11 @@ - **(2026)** [==AWS Account Set Up 🌟==](https://github.com/openshift/installer/blob/main/docs/user/aws/README.md) ⭐ 1550 [MARKDOWN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — This repository guide outlines the specific IAM policies, resource quotas, Route53 configurations, and networking permissions required to install OpenShift on AWS using the native installer-provisioned infrastructure (IPI). It is a vital technical reference for cloud infrastructure engineers. - **(2020)** [OpenShift 4 on AWS Quick Starts 🌟](https://aws.amazon.com/blogs/opensource/openshift-4-on-aws-quick-start) [COMMUNITY-TOOL] — An official AWS blueprint details early CloudFormation-driven automations to instantiate OpenShift 4 environments. While largely replaced by Modern Partner Solutions, it remains an informative model for multi-AZ topology layouts. +### Scheduling + +#### Load-Aware + + - **(2024)** [kubernetes-sigs: Trimaran: Load-aware scheduling plugins 🌟](https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran) ⭐ 1295 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A collection of scheduling plugins (TargetLoadPacked and LoadWatcher) under the Trimaran umbrella that enable real-time, load-aware scheduling in Kubernetes. Instead of scheduling purely based on static requests, it utilizes actual node resource utilization metrics. Active in 2026, it is vital for optimizing cluster efficiency and reducing overall infrastructure costs. ## Infrastructure and Operations ### Enterprise Cluster Management @@ -617,7 +627,7 @@ - **(2026)** [**try.openshift.com 🌟**](https://www.redhat.com/en/technologies/cloud-computing/openshift/try-it) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Unified gateway for trialing OpenShift deployments across public clouds, virtualization platforms, and local developer workstations (via OpenShift Local). Enables architects to evaluate operational complexity and developer tooling. Continually updated in 2026 to reflect the latest stable 4.x features. ## Platforms -### Cluster Management (2) +### Cluster Management (3) #### Cluster Provisioning (1) diff --git a/v2-docs/other-awesome-lists.md b/v2-docs/other-awesome-lists.md index 09ef3ad0..201f00d7 100644 --- a/v2-docs/other-awesome-lists.md +++ b/v2-docs/other-awesome-lists.md @@ -11,7 +11,6 @@ - [hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟](https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide) [COMMUNITY-TOOL] - [awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟](https://awesomeopensource.com/projects/cidr) [COMMUNITY-TOOL] - [wiki.bash-hackers.org](https://wiki.bash-hackers.org) [COMMUNITY-TOOL] - - [collabnix.github.io/kubetools 🌟](https://collabnix.github.io/kubetools) [COMMUNITY-TOOL] ## AI and Machine Learning @@ -31,7 +30,7 @@ #### Awesome Lists (1) - - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89105 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. + - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89108 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — 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. ## API Development ### API Gateway @@ -69,7 +68,7 @@ #### Resource Curation - - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) ⭐ 302811 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The quintessential curated directory indexing thousands of top-tier Python packages, libraries, frameworks, and tools across data science, web development, containerization, and networking. + - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) ⭐ 302814 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The quintessential curated directory indexing thousands of top-tier Python packages, libraries, frameworks, and tools across data science, web development, containerization, and networking. ## Cloud Infrastructure ### AWS @@ -88,7 +87,7 @@ - **(2026)** [github.com/simhol/awesome-azure: Awesome Azure](https://github.com/simhol/awesome-azure) [N/A CONTENT] [COMMUNITY-TOOL] — A community-maintained resource collection for Azure deployments, automation scripts, and management frameworks. This index aggregates specialized tools and networking resources that complement official Microsoft documentation. It functions as a valuable secondary reference for enterprise cloud-migration pipelines. #### Training (1) - - **(2026)** [==github.com/iam-veeramalla/Azure-zero-to-hero: Azure Zero to Hero Course==](https://github.com/iam-veeramalla/Azure-zero-to-hero) ⭐ 5105 [PYTHON/SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A structured, hands-on learning roadmap tracking Azure Cloud Administration, DevOps architectures, and fundamental services. Focuses on practical engineering exercises, building CI/CD pipelines, and writing ARM/Bicep infrastructure templates. Serves as an exceptional onboarding tool for transition-phase cloud engineers. + - **(2026)** [==github.com/iam-veeramalla/Azure-zero-to-hero: Azure Zero to Hero Course==](https://github.com/iam-veeramalla/Azure-zero-to-hero) ⭐ 5104 [PYTHON/SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A structured, hands-on learning roadmap tracking Azure Cloud Administration, DevOps architectures, and fundamental services. Focuses on practical engineering exercises, building CI/CD pipelines, and writing ARM/Bicep infrastructure templates. Serves as an exceptional onboarding tool for transition-phase cloud engineers. ### DigitalOcean #### Resources (5) @@ -152,12 +151,19 @@ #### SecOps - - **(2026)** [==github.com/toniblyx/my-arsenal-of-aws-security-tools==](https://github.com/toniblyx/my-arsenal-of-aws-security-tools) ⭐ 9457 [N/A CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exceptional collection of open-source security tools, auditing frameworks, and penetration testing scripts specifically curated for AWS environments. It includes foundational systems for IAM scanning, network path analysis, and continuous compliance. This repository is widely recognized by security teams as a must-have resource for AWS vulnerability assessments. + - **(2026)** [==github.com/toniblyx/my-arsenal-of-aws-security-tools==](https://github.com/toniblyx/my-arsenal-of-aws-security-tools) ⭐ 9458 [N/A CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exceptional collection of open-source security tools, auditing frameworks, and penetration testing scripts specifically curated for AWS environments. It includes foundational systems for IAM scanning, network path analysis, and continuous compliance. This repository is widely recognized by security teams as a must-have resource for AWS vulnerability assessments. ### Azure (1) #### Governance - **(2026)** [==globalbao/awesome-azure-policy: AWESOME-Azure-Policy==](https://github.com/globalbao/awesome-azure-policy) ⭐ 539 [N/A CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A comprehensive collection of custom Azure Policy definitions, initiative templates, and execution scripts. This project enables cloud architects to enforce automated governance, compliance frameworks, and infrastructure standards across complex tenant hierarchies. Highly valuable for heavily regulated financial and healthcare cloud environments. +## Cloud-Native Platforms + +### Kubernetes Operations + +#### Curation + + - **(2026)** [==collabnix.github.io/kubetools 🌟==](https://collabnix.github.io/kubetools) [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An extensive community-driven index of Kubernetes open-source software, CLI wrappers, and development utilities. Acts as a prominent repository of engineering resources, classifying tools by functional domain from development platforms to production monitoring. ## Container Orchestration ### Kubernetes @@ -168,7 +174,7 @@ - **(2026)** [christopherhein/awesome-eks: Awesome EKS](https://github.com/jimmyraywv/awesome-eks) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A highly focused directory of networking drivers, controller scripts, and utilities optimized for AWS Elastic Kubernetes Service (EKS). Crucial for platforms implementing AWS-CNI custom networking policies, security plugins, and IAM Roles for Service Accounts (IRSA). It assists engineering leads in bridging native AWS security primitives with Kubernetes service accounts. ## Containers -### Curation +### Curation (1) #### Reference Frameworks @@ -196,7 +202,7 @@ #### Jenkins Vulnerabilities - **(2026)** [Hacking jenkins](https://github.com/orangetw/awesome-jenkins-rce-2019) [MARKDOWN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A technical security write-up archiving exploit chains, threat indicators, and software mitigation structures for the historic 2019 Jenkins Remote Code Execution flaws. Essential archival case study for engineering modern supply chain mitigations. -## Curation (1) +## Curation (2) ### Awesome Lists (2) @@ -208,7 +214,7 @@ - **(2023)** [==Awesome Container==](https://github.com/tcnksm/awesome-container) ⭐ 175 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A specialized index investigating low-level container building, runtimes (runc, containerd, CRI-O), image specification standards, and isolation platforms. Ideal for system engineers seeking to master virtualization fundamentals and security sandboxing at the kernel boundary. #### General - - **(2023)** [==@sindresorhus' Awesome==](https://github.com/sindresorhus/awesome) ⭐ 475597 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The main index repository by Sindre Sorhus, tracking development resources and technologies globally. Highly useful for architects trying to cross-reference multiple tech stack capabilities. + - **(2023)** [==@sindresorhus' Awesome==](https://github.com/sindresorhus/awesome) ⭐ 475602 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The main index repository by Sindre Sorhus, tracking development resources and technologies globally. Highly useful for architects trying to cross-reference multiple tech stack capabilities. #### Kubernetes (1) - **(2023)** [==@ramitsurana' Awesome Kubernetes==](https://ramitsurana.github.io/awesome-kubernetes) [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A thoroughly organized directory of tools, books, tutorials, and libraries designed for Kubernetes users. Serves as an invaluable learning roadmap for operations engineers and developers to discover and adopt production-grade tooling in their DevOps lifecycles. @@ -244,7 +250,7 @@ #### DevOps - - **(2023)** [==The Book of Secret Knowledge 🌟==](https://github.com/trimstray/the-book-of-secret-knowledge) ⭐ 228278 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A massive, high-density repository of DevOps command cheatsheets, diagnostic scripts, network testing algorithms, and configuration templates. Highly useful for site reliability engineers performing active cluster incident responses and systems troubleshooting under pressure. + - **(2023)** [==The Book of Secret Knowledge 🌟==](https://github.com/trimstray/the-book-of-secret-knowledge) ⭐ 228281 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A massive, high-density repository of DevOps command cheatsheets, diagnostic scripts, network testing algorithms, and configuration templates. Highly useful for site reliability engineers performing active cluster incident responses and systems troubleshooting under pressure. ### Educational Resources #### Articles @@ -440,7 +446,7 @@ #### Bicep - **(2026)** [==ElYusubov/AWESOME-Azure-Bicep: AWESOME Azure Bicep==](https://github.com/ElYusubov/AWESOME-Azure-Bicep) ⭐ 431 [N/A CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An index of resource libraries, module registries, and extension directories tailored for Azure Bicep DSL. Bicep has largely superseded ARM JSON templates as Microsoft's first-party IaC solution. This resource serves as a crucial reference for cloud platform engineers aiming to write clean, declarative Azure infrastructure code. -### Curation (2) +### Curation (3) #### Community Directories @@ -510,7 +516,7 @@ #### Resources (11) - - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) ⭐ 175394 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools. + - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) ⭐ 175397 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools. ### Java #### Resources (12) @@ -549,7 +555,7 @@ #### Interview Preparation (1) - - **(2026)** [==Tech Interview Handbook==](https://github.com/yangshun/tech-interview-handbook) ⭐ 140286 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The definitive prep suite for engineering roles, focusing on algorithms, practical system design topologies, behavioral matrices, and resume optimizations. Provides actionable code structures and design templates built to satisfy high-bar technical interview pipelines. + - **(2026)** [==Tech Interview Handbook==](https://github.com/yangshun/tech-interview-handbook) ⭐ 140287 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The definitive prep suite for engineering roles, focusing on algorithms, practical system design topologies, behavioral matrices, and resume optimizations. Provides actionable code structures and design templates built to satisfy high-bar technical interview pipelines. ### Education (1) #### Foundations diff --git a/v2-docs/project-management-tools.md b/v2-docs/project-management-tools.md index 30220bc5..432b3757 100644 --- a/v2-docs/project-management-tools.md +++ b/v2-docs/project-management-tools.md @@ -50,7 +50,7 @@ - **(2020)** [opensource.com: 3 open source alternatives to Confluence](https://opensource.com/article/20/9/open-source-alternatives-confluence) [COMMUNITY-TOOL] — A comparative guide highlighting three popular open-source alternatives to Confluence, enabling teams to build customizable, cost-effective, and secure self-hosted internal documentation bases. #### Note-Taking - - **(2026)** [==joplin==](https://github.com/laurent22/joplin) ⭐ 55186 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A widely adopted open-source note-taking and to-do application. Supports End-to-End Encryption (E2EE), Markdown editing, and dynamic synchronization across private cloud systems. + - **(2026)** [==joplin==](https://github.com/laurent22/joplin) ⭐ 55187 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A widely adopted open-source note-taking and to-do application. Supports End-to-End Encryption (E2EE), Markdown editing, and dynamic synchronization across private cloud systems. ### Project Management #### Agile Platforms diff --git a/v2-docs/prometheus.md b/v2-docs/prometheus.md index 99dd4464..657baa26 100644 --- a/v2-docs/prometheus.md +++ b/v2-docs/prometheus.md @@ -302,7 +302,7 @@ #### Core Platform (1) - - **(2026)** [==github.com/prometheus/prometheus==](https://github.com/prometheus/prometheus) ⭐ 64491 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Source codebase for Prometheus, the benchmark cloud-native telemetry engine. Employs active scraping mechanics over HTTP alongside a custom-built local TSDB to deliver sub-second querying speeds and powerful alerting capabilities. + - **(2026)** [==github.com/prometheus/prometheus==](https://github.com/prometheus/prometheus) ⭐ 64493 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Source codebase for Prometheus, the benchmark cloud-native telemetry engine. Employs active scraping mechanics over HTTP alongside a custom-built local TSDB to deliver sub-second querying speeds and powerful alerting capabilities. #### Custom Instrumentation - **(2026)** [prometheus.io: Writing Exporters](https://prometheus.io/docs/instrumenting/writing_exporters) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Official engineering guidelines for architecting Prometheus exporters. Focuses on core metric exposition design, label usage, scraping cycles, and custom translation layers to prevent performance overhead on monitored endpoints. diff --git a/v2-docs/python.md b/v2-docs/python.md index e078a905..8a3fc713 100644 --- a/v2-docs/python.md +++ b/v2-docs/python.md @@ -82,7 +82,7 @@ #### Large Language Models - - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97127 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. + - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97129 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. ### Generative AI #### Data Analysis Automation @@ -132,7 +132,7 @@ - **(2015)** [fedoralovespython.org 🌟](https://fedoralovespython.org) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Specialized guide highlighting Python integration within Fedora and Red Hat Linux distributions. Demonstrates system-level binary dependencies, pip-to-rpm management, and kernel automation script packaging. #### Resource Curation - - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) ⭐ 302811 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The quintessential curated directory indexing thousands of top-tier Python packages, libraries, frameworks, and tools across data science, web development, containerization, and networking. + - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) ⭐ 302814 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The quintessential curated directory indexing thousands of top-tier Python packages, libraries, frameworks, and tools across data science, web development, containerization, and networking. #### Server Infrastructure - **(2020)** [digitalocean.com python 🌟](https://www.digitalocean.com/community/tags/python) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Multi-layered tutorial portal offering system administration, server setup, and Django/Flask containerization guides on DigitalOcean VMs, covering production-grade Nginx configurations and daemon process control. diff --git a/v2-docs/securityascode.md b/v2-docs/securityascode.md index bfb39c49..3383cc05 100644 --- a/v2-docs/securityascode.md +++ b/v2-docs/securityascode.md @@ -9,67 +9,30 @@ - [IBM Vault 2.0 UI Enhancements and Reporting Improvements](https://t.co/cvOceuueCF) [COMMUNITY-TOOL] - [Web-Check](https://web-check.xyz) [COMMUNITY-TOOL] - [IBM IAM for AI Agents](https://t.co/EKsVgKA4xn) [COMMUNITY-TOOL] - - [amazon.com: Policy-based countermeasures for Kubernetes – Part 1](https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1) [COMMUNITY-TOOL] - [medium: Automate policies enforcement with Policy-as-Code 🌟](https://medium.com/airwalk/automate-policies-enforcement-with-policy-as-code-2f20aac9e2b0) [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] - [magalix.com: Integrating Open Policy Agent (OPA) With Kubernetes 🌟](https://www.magalix.com/blog/integrating-open-policy-agent-opa-with-kubernetes-a-deep-dive-tutorial) [COMMUNITY-TOOL] - - [PolicyHub CLI, a CLI tool that makes Rego policies searchable 🌟](https://github.com/policy-hub/policy-hub-cli) [COMMUNITY-TOOL] - [blog.styra.com: Integrating Identity: OAUTH2 and OPENID CONNECT in Open' Policy Agent](https://blog.styra.com/blog/integrating-identity-oauth2-and-openid-connect-in-open-policy-agent) [COMMUNITY-TOOL] - [blog.styra.com: Rego Unit Testing](https://blog.styra.com/blog/rego-unit-testing) [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] - [blog.styra.com: Dynamic Policy Composition for OPA](https://blog.styra.com/blog/dynamic-policy-composition-for-opa) [COMMUNITY-TOOL] - [blog.styra.com: 5 OPA Deployment Performance Models for Microservices](https://blog.styra.com/blog/5-opa-deployment-performance-models-for-microservices) [COMMUNITY-TOOL] - [blog.styra.com: Open Policy Agent: The Top 5 Kubernetes Admission Control' Policies](https://blog.styra.com/blog/open-policy-agent-the-top-5-kubernetes-admission-control-policies) [COMMUNITY-TOOL] - - [thenewstack.io: Getting Open Policy Agent Up and Running](https://thenewstack.io/getting-open-policy-agent-up-and-running) [COMMUNITY-TOOL] - [siegert-maximilian.medium.com: Ensure Content Trust on Kubernetes using' Notary and Open Policy Agent](https://siegert-maximilian.medium.com/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c) [COMMUNITY-TOOL] - [blog.styra.com: Policy-based infrastructure guardrails with Terraform and' OPA 🌟](https://blog.styra.com/blog/policy-based-infrastructure-guardrails-with-terraform-and-opa) [COMMUNITY-TOOL] - [medium: Automated Manifest File Validation Using Open Policy Agent and GitHub' Actions | Ravindu Sandeepa Rathugama](https://medium.com/@ravindursr/automated-manifest-file-validation-using-open-policy-agent-and-github-actions-697fa9fd74f0) [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] - [inspektor.cloud: Evaluating open policy agent in rust using wasm](https://inspektor.cloud/blog/evaluating-open-policy-agent-in-rust-using-wasm) [COMMUNITY-TOOL] - [medium.com/4th-coffee: What is Policy-as-Code? An Introduction to Open Policy' Agent](https://medium.com/4th-coffee/what-is-policy-as-code-an-introduction-to-open-policy-agent-6098463f8461) [COMMUNITY-TOOL] - [banzaicloud.com: Istio and Kubernetes ft. OPA policies](https://banzaicloud.com/blog/istio-opa) [COMMUNITY-TOOL] - [medium: Ensure Content Trust on Kubernetes using Notary and Open Policy' Agent](https://medium.com/@siegert.maximilian/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c) [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] - [medium: Deploying Open Policy Agent (OPA) on a GKE cluster — Step by Step](https://medium.com/linkbynet/deploying-opa-on-a-gke-cluster-da4d3d77812c) [COMMUNITY-TOOL] - [blog.styra.com: Using OPA with GitOps to speed Cloud-Native development](https://blog.styra.com/blog/using-opa-with-gitops-to-speed-cloud-native-development) [COMMUNITY-TOOL] - [medium.com/gitguardian: What is Policy-as-Code? An Introduction to Open' Policy Agent](https://medium.com/gitguardian/what-is-policy-as-code-an-introduction-to-open-policy-agent-dba1400bb030) [COMMUNITY-TOOL] - [hashicorp.com: Securing Infrastructure In Application Pipelines](https://www.hashicorp.com/resources/securing-infrastructure-in-application-pipelines) [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] - [venturebeat.com: How Nirmata plans to ‘conquer Kubernetes complexity’ with' open source Kyverno](https://venturebeat.com/2021/08/10/how-nirmata-plans-to-conquer-kubernetes-complexity-with-open-source-kyverno) [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) ⭐ 371 [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] - [movi.hashnode.dev: Simplify Kubernetes Cluster Management with Kyverno](https://movi.hashnode.dev/simplify-kubernetes-cluster-management-with-kyverno-ckt6yxjqy0duy95s14groe7h4) [COMMUNITY-TOOL] - [arun-sisodiya.medium.com: Kyverno — A Kubernetes native policy manager (Policy' as Code)](https://arun-sisodiya.medium.com/kyverno-a-policy-manager-for-kubernetes-286f6e082062) [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] - [medium.com/compass-true-north: Governing Multi-Tenant Kubernetes Clusters' with Kyverno](https://medium.com/compass-true-north/governing-multi-tenant-kubernetes-clusters-with-kyverno-3e11ba4a64ad) [COMMUNITY-TOOL] - [medium.com/@haseebshaukat2: Kyverno — Policy Engine for Kubernetes | Muhammad' Haseeb Shaukat](https://medium.com/@haseebshaukat2/kyverno-policy-engine-for-kubernetes-b49f3fac43b9) [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] - [medium.com/@glen.yu: Why I prefer Kyverno over Gatekeeper for native Kubernetes' policy management](https://medium.com/@glen.yu/why-i-prefer-kyverno-over-gatekeeper-for-native-kubernetes-policy-management-35a05bb94964) [COMMUNITY-TOOL] - - [Cloud Custodian](https://github.com/cloud-custodian/cloud-custodian) ⭐ 6007 [ENTERPRISE-STABLE] ## Cloud Native Security @@ -108,6 +71,113 @@ #### Rego - **(2021)** [fugue.co: 5 tips for using the Rego language for Open Policy Agent (OPA)](https://snyk.io/blog) [REGO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An additional collection of advanced Rego development practices, focusing on unit-testing frameworks, mock injections, and playground emulator tools to ensure policy robustness and security governance. +## Cloud-Native Platforms + +### Infrastructure-as-Code + +#### Tagging and Auditing + + - **(2026)** [==yor.io==](https://yor.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source, extensible auto-tagging tool designed to dynamically trace infrastructure-as-code from code to cloud. It automatically adds ownership, lineage, and environment metadata tags during pull requests, allowing operations teams to seamlessly trace production resources back to their source repository. + - **(2021)** [thenewstack.io: Yor Automates Tagging for Infrastructure as Code](https://thenewstack.io/yor-automates-tagging-for-infrastructure-as-code) [GO CONTENT] [COMMUNITY-TOOL] — Outlines the capabilities of Yor, an automated tagging engine designed to apply consistent metadata to IaC assets (Terraform, CloudFormation). Tracks resource ownership, drift, and git commit history through auto-injected tags, improving traceability and cloud financial operations (FinOps). +### Kubernetes Reliability + +#### High Availability + + - **(2026)** [kyverno.io: Require PodDisruptionBudget](https://kyverno.io/policies/other/require_pdb) [YAML CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — A standardized Kyverno policy template ensuring that all mission-critical deployments are paired with active PodDisruptionBudgets (PDB). This governance rule guarantees cluster high-availability by guarding applications against node drain and cluster maintenance operations. +### Kubernetes Security + +#### EKS + + - **(2021)** [dev.to: Using Kyverno To Enforce EKS Best Practices](https://dev.to/rinkiyakedad/using-kyverno-to-enforce-eks-best-practices-cad) [YAML CONTENT] [COMMUNITY-TOOL] — Guided tutorial showing how platform engineers can utilize Kyverno to systematically lock down Amazon EKS clusters. Illustrates policy enforcement setups to enforce multi-tenant isolation, require standard resource limits, and disable host networking, using declarative Kubernetes manifests. +#### GitOps + + - **(2021)** [thenewstack.io: Weaveworks Adds Policy as Code to Secure Kubernetes Apps' (Magalix)](https://thenewstack.io/weaveworks-adds-policy-as-code-to-secure-kubernetes-apps) [GO CONTENT] [COMMUNITY-TOOL] — Reports on Weaveworks' acquisition and integration of Magalix to embed Policy-as-Code directly into GitOps pipelines. Details how declarative governance policies can be evaluated in continuous-delivery cycles prior to deployment, preventing misconfigured resources from ever entering a live cluster. +#### Governance (1) + + - **(2022)** [dev.to: Using Kyverno Policies for Kubernetes Governance](https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17) [YAML CONTENT] [COMMUNITY-TOOL] — Explains how organizations can use Kyverno to establish governance guardrails across shared development environments. Covers automating labels, validating ownership configurations, and managing resource consumption rules to ensure multi-tenant hygiene. +#### Kyverno (1) + + - **(2026)** [kyverno.io: Mutating Resources](https://kyverno.io/docs/writing-policies/mutate) [YAML CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — Official documentation detailing how Kyverno modifies incoming resource specifications dynamically using JSON patch operations. It covers mutating rules such as auto-injecting sidecar containers, adding node affinity constraints, and enforcing default labels on namespaces at creation time. + - **(2026)** [kyverno.io: Generating resources into existing namespaces](https://kyverno.io/docs/writing-policies/generate/#generating-resources-into-existing-namespaces) [YAML CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — Official guide on retroactively generating Kubernetes objects, such as secrets or network rules, across pre-existing namespaces using Kyverno's dynamic policy synchronization engine. Eliminates manually syncing resources across namespaces created prior to policy deployment. + - **(2026)** [kyverno.io: Auto-Gen Rules for Pod Controllers](https://kyverno.io/docs/writing-policies/autogen) [YAML CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Illustrates how Kyverno automatically propagates policies applied to raw Pod specs to downstream controllers (Deployments, DaemonSets, StatefulSets). Simplifies security operations by validating configurations at high-level workloads rather than only catching errors at low-level pod schedulers. + - **(2021)** [squadcast.com: Kyverno - Policy Management in Kubernetes 🌟](https://www.squadcast.com/blog/kyverno-policy-management-in-kubernetes) [YAML CONTENT] [COMMUNITY-TOOL] — Explores the design patterns of Kyverno as a Kubernetes-native policy engine that eliminates the need to learn specialized programming languages. Highlights how Kyverno manages resource validation, mutation, and generation using declarative YAML configurations designed to fit existing GitOps workflows. + - **(2020)** [neonmirrors.net: Exploring Kyverno: Part 3, Generation](https://neonmirrors.net/post/2020-12/exploring-kyverno-part3) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Deep-dive technical exploration into Kyverno's generation rules, demonstrating how the policy engine can automatically provision ancillary resources, like NetworkPolicies or ConfigMaps, whenever a new namespace is initialized. Optimizes cluster bootstrapping without custom operators. + - **(2020)** [neonmirrors.net: Exploring Kyverno: Introduction 🌟](https://neonmirrors.net/post/2020-11/exploring-kyverno-intro) [YAML CONTENT] [COMMUNITY-TOOL] — A foundational introductory article dissecting the architecture and operational benefits of adopting Kyverno. Contrasts it with custom-coded validating webhooks and details its direct design philosophy of aligning container policy administration with idiomatic Kubernetes constructs. +#### Kyverno Policies + + - **(2026)** [kyverno.io: Add Pod Proxies](https://kyverno.io/policies/other/add-pod-proxies) [YAML CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Technical documentation demonstrating how to use Kyverno to dynamically inject HTTP/HTTPS proxy environment variables into Pod containers upon admission. Solves enterprise proxy configuration demands automatically without requiring manual pod-by-pod updates from development teams. + - **(2026)** [kyverno.io: Implementing your best practices is simple with kyverno](https://kyverno.io/policies/best-practices/require_probes/require_probes) [YAML CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Standard Kyverno policy design pattern focused on enforcing health probe settings (liveness, readiness, startup) across all deployed container payloads. This rule enforces Kubernetes operations best practices, safeguarding application lifecycle management and endpoint routing. +#### Kyverno Releases + + - **(2021)** [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) [GO CONTENT] [COMMUNITY-TOOL] — Reviews release-specific improvements introduced in Kyverno v1.4.2, highlighting optimizations in validation speeds, improved caching models, and expanded schema support. Provides performance benchmarks of Kyverno when subjected to scale workloads across massive enterprise orchestrators. +#### Policy-as-Code (1) + + - **(2022)** [==k8s-security-policies==](https://github.com/raspbernetes/k8s-security-policies) ⭐ 177 [YAML CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A repository hosting robust and ready-to-use security configurations for Kubernetes clusters, heavily focused on replacing deprecated PodSecurityPolicies with Kyverno and OPA alternatives. It is a highly practical compliance baseline library for platform teams seeking rapid deployment of security controls. + - **(2021)** [amazon.com: Policy-based countermeasures for Kubernetes – Part 1](https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Detailed architectural guide on implementing declarative guardrails in EKS clusters to reduce attack surfaces. Focuses on the synergy between Kubernetes admission controllers and modern policy engines, illustrating how to validate and mutate payloads to block insecure configuration drift. + - **(2021)** [aws.amazon.com: Policy-based countermeasures for Kubernetes – Part 1](https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Spanish localized edition of AWS's architectural breakdown detailing policy-driven mitigations within Kubernetes runtime layers. Instructs platform engineers on configuring robust security guardrails using native Kubernetes controllers and cloud provider identity brokers to neutralize container vulnerabilities. + - **(2021)** [neonmirrors.net: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno' 🌟](https://neonmirrors.net/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A seminal technical comparison contrasting the architecture and design patterns of OPA Gatekeeper (relying on the domain-specific Rego language) against Kyverno (which uses native Kubernetes YAML). Helps engineers evaluate resource consumption, developer velocity, and cognitive overhead for both systems. + - **(2021)** [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) [YAML CONTENT] [COMMUNITY-TOOL] — Explores security policy implementation using Kyverno to proactively safeguard users against unsafe configuration actions. Discusses deployment of best-practice guardrails, preventing privilege escalation, insecure mount paths, and other critical risks without impeding agile deployment workflows. +#### Upgrade Paths + + - **(2026)** [kyverno.io: Check deprecated APIs 🌟](https://kyverno.io/policies/best-practices/check_deprecated_apis) [YAML CONTENT] [DOCUMENTATION] [LEGACY] — Outlines a pre-configured Kyverno policy targeted at scanning incoming manifests to detect and block deprecated or removed Kubernetes API groups. Indispensable for preventing cluster upgrade blockages, validating manifests before execution on newer API-driven orchestrators. +### Kubernetes Storage + +#### Policy-as-Code (2) + + - **(2021)** [dev.to: Default Kyverno Policies for OpenEBS](https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf) [YAML CONTENT] [COMMUNITY-TOOL] — Walks through establishing Kyverno policies optimized for workloads using OpenEBS as their persistent storage driver. Demonstrates how to automatically enforce volume attachment limits, dynamic volume provisioning policies, and validate container mount points for improved system stability. +### Multi-Cloud Governance + +#### Compliance Engine + + - **(2026)** [==Cloud Custodian==](https://github.com/cloud-custodian/cloud-custodian) ⭐ 6007 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A robust, YAML-configured rules engine used by enterprise platform engineers to manage multi-cloud compliance, cost control, and security posture across AWS, Azure, and GCP. Automates cost-saving resource deletions, tag compliance, and real-time security remediation. +### Multi-Cluster Management + +#### Policy-as-Code (3) + + - **(2021)** [kubermatic.com: Using Open Policy Agent With Kubermatic Kubernetes Platform](https://www.kubermatic.com/blog/using-open-policy-agent-with-kubermatic) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Examines the implementation of OPA Gatekeeper within Kubermatic Kubernetes Platform (KKP) for programmatic multi-cluster fleet management. Illustrates how operators can centrally define, distribute, and enforce admission controller policies across dozens of hybrid and multi-cloud Kubernetes deployments. +### Security and Compliance + +#### Cloud Security + + - **(2026)** [==Selefra: Selefra is an open-source policy-as-code software that provides' analytics for multi-cloud and SaaS.==](https://github.com/selefra/selefra) ⭐ 545 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source policy-as-code platform engineered to analyze multi-cloud and SaaS configurations using SQL-based query patterns. This tool enables developers to scan cloud resources for compliance defects, security gaps, and operational overhead with rapid execution and modular plugins. +#### Developer Tooling + + - **(2021)** [==PolicyHub CLI, a CLI tool that makes Rego policies searchable 🌟==](https://github.com/policy-hub/policy-hub-cli) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A lightweight command-line utility engineered to improve discoverability and usability of Rego-based policies. This tool parses and indexes shared policy repositories, enabling infrastructure and platform engineers to search, validate, and integrate standard compliance policies directly from local environments. +#### IaC Security + + - **(2026)** [==checkov.io==](https://www.checkov.io) [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A leading static code analysis utility designed to scan Infrastructure-as-Code configurations (Terraform, Kubernetes, CloudFormation, Helm, Dockerfile) for security misconfigurations. Features out-of-the-box policy libraries that enforce industry standards like CIS Benchmarks, SOC2, and HIPAA prior to deployment. +#### Policy Library + + - **(2021)** [==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 [REGO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A structured directory of modular policy files for linting infrastructure-as-code deployments (Terraform, Kubernetes YAML, Helm charts). Designed to enforce standards like non-root container runs, memory limit boundaries, and forbidden network ingress setups early in CI/CD cycles. +#### Policy-as-Code (4) + + - **(2026)** [==OPA Open Policy Agent 🌟==](https://www.openpolicyagent.org) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — General-purpose policy engine designed to unify and enforce fine-grained authorization across microservices, Kubernetes, CI/CD, and API gateways. Uses the declarative query language Rego to decouple policy decisions from execution, serving as a critical cornerstone in modern Zero-Trust architectures. + - **(2022)** [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) [REGO CONTENT] [COMMUNITY-TOOL] — Comprehensive introduction to Open Policy Agent (OPA) and its application of declarative, domain-agnostic policy enforcement using the Rego language. Evaluates the architectural shift of separating policy logic from application code, making security policies testable and auditable in Git repos. + - **(2022)** [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) [REGO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Analyses the complex architectural patterns required for injecting dynamic runtime datasets into Open Policy Agent (OPA). Evaluates caching strategies, JWT validation, HTTP pull-push mechanisms, and their relative trade-offs regarding latency, scalability, and network failure tolerance inside authorization pathways. + - **(2021)** [thenewstack.io: Getting Open Policy Agent Up and Running](https://thenewstack.io/getting-open-policy-agent-up-and-running) [REGO CONTENT] [COMMUNITY-TOOL] — A pragmatic guide detailing bootstrap procedures for deploying Open Policy Agent (OPA) inside production systems. Guides the reader through daemon configuration, loading external data contexts, and integrating policy enforcement into Kubernetes via the Gatekeeper admission controller framework. +### Security Reporting + +#### Observability + + - **(2026)** [==Policy Reporter 🌟==](https://github.com/kyverno/policy-reporter) ⭐ 371 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A CNCF-recognized dashboard and reporter engineered to capture, aggregate, and visualize policy violations (like Kyverno or OPA findings) inside Kubernetes clusters. Converts abstract policy status reports into accessible web UI tables and distributes real-time alerts to Slack or Grafana. +### Supply Chain Security + +#### Container Governance + + - **(2026)** [kyverno.io: Restrict Image Registries](https://kyverno.io/policies/best-practices/restrict_image_registries/restrict_image_registries) [YAML CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Official documentation outlining how to write Kyverno policies to block deployment of images from unapproved registries. Enforces a key tenant of secure container delivery by ensuring workloads only pull code from trusted, internally-vetted registry endpoints. +#### Container Verifying + + - **(2021)** [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) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Practical guide demonstrating how Nirmata utilizes Sigstore Cosign paired with Kyverno to authenticate digital signatures on incoming container images. Establishes programmatic cryptographic validation inside admission paths, preventing unverified or tampered binaries from launching in production environments. +#### Cryptographic Signatures + + - **(2022)** [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) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An advanced technical exploration of enterprise container security architectures. Provides steps to construct a validation loop that verifies image signatures dynamically using Kyverno, integrated directly with KMS key stores, Sigstore Cosign, and OIDC-based Workload Identity. +## Security + +### Policy Enforcement + +#### Admission Control + + - **(2022)** [MagTape](https://github.com/tmobile/magtape) ⭐ 152 [JAVASCRIPT CONTENT] 🌟🌟 [LEGACY] — An admission controller developed by T-Mobile that evaluates resources against organizational policy constraints during creation. Written in Node.js, it offered a lightweight alternative to OPA for specific JSON schema validations. By 2026, it has been largely archived, with developers migrating to Gatekeeper or Kyverno. --- 💡 **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md) diff --git a/v2-docs/sre.md b/v2-docs/sre.md index 3a014525..43beafc9 100644 --- a/v2-docs/sre.md +++ b/v2-docs/sre.md @@ -198,7 +198,7 @@ #### Core Architectures - - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128106 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. + - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128138 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. ### Version Control Systems #### Git Workflows diff --git a/v2-docs/terraform.md b/v2-docs/terraform.md index cd497280..5f2e58bf 100644 --- a/v2-docs/terraform.md +++ b/v2-docs/terraform.md @@ -643,7 +643,7 @@ - **(2026)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) ⭐ 2012 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An open-source Model Context Protocol (MCP) skill set built for AI agents. Simplifies parsing, validating, and managing Terraform and OpenTofu infrastructure configurations through intelligent, context-aware LLM tool calls. #### Pulumi - - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) ⭐ 25298 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source, multi-cloud infrastructure platform that enables architects to build, deploy, and manage resources using general-purpose programming languages. Supports TypeScript, Go, Python, C#, and Java, using real language constructs like loops, functions, and standard testing libraries. + - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) ⭐ 25299 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An open-source, multi-cloud infrastructure platform that enables architects to build, deploy, and manage resources using general-purpose programming languages. Supports TypeScript, Go, Python, C#, and Java, using real language constructs like loops, functions, and standard testing libraries. #### Terraform (2) ##### Secrets diff --git a/v2-docs/testops.md b/v2-docs/testops.md index 661bc5c4..23e7b176 100644 --- a/v2-docs/testops.md +++ b/v2-docs/testops.md @@ -5,23 +5,50 @@ ## 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] - [guru99.com: What is Continuous Testing in DevOps? Definition, Benefits,' Tools](https://www.guru99.com/continuous-testing.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] - [guru99.com: What is Test Driven Development (TDD)? Tutorial with Example](https://www.guru99.com/test-driven-development.html) [COMMUNITY-TOOL] - - [functionize.com: Testers vs TDD](https://www.functionize.com/blog/testers-vs-tdd) [COMMUNITY-TOOL] - - [copyist](https://github.com/cockroachdb/copyist) ⭐ 853 [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] +## DevOps and Quality Assurance + +### Continuous Testing + +#### AI-Powered QA + + - **(2022)** [**Diffblue**](https://www.diffblue.com) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Looks at Diffblue's AI-driven approach to automated test generation. Utilizes automated analysis algorithms to maintain Java unit test blocks and reduce manual developer test-writing burdens. +#### Database Mocking + + - **(2020)** [**copyist**](https://github.com/cockroachdb/copyist) ⭐ 853 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Details copyist, a Go library developed by CockroachDB to automate SQL mock generations. Records and plays back transactions to let developers perform database testing without spinning up full DBMS clusters. +#### Microservices Testing + + - **(2021)** [**Cicada: A tool for testing microservices**](https://cicadatesting.github.io/cicada-2) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Introduces Cicada, a continuous test suite optimized for microservice applications. Streamlines complex assertions across concurrent API and event stream networks in Kubernetes-native topologies. +#### Performance Testing + + - **(2020)** [**thenewstack.io: Removing the Roadblock to Continuous Performance Testing**](https://thenewstack.io/removing-the-roadblock-to-continuous-performance-testing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Presents options for automating continuous load and performance tests inside active pipelines. Looks at scaling out containerized, ephemeral mock testing endpoints to mimic production conditions. +#### TestOps Strategy + + - **(2021)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Focuses on incorporating high-frequency test automation steps into standard continuous delivery environments. Details patterns for dynamic mock environments and rollback automation based on test feedback loops. + - **(2020)** [**devops.com: Shift-Right Testing: The Emergence of TestOps**](https://devops.com/shift-right-testing-the-emergence-of-testops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Outlines Shift-Right testing methodologies and TestOps workflows. Advocates validating configurations directly against production deployments under active user loads, supported by analytics and monitoring tools. + - **(2020)** [devopsonline.co.uk: DevOps and the emergence of TestOps!](https://www.devopsonline.co.uk/devops-and-the-emergence-of-testops) 🌟🌟🌟 [COMMUNITY-TOOL] — Addresses operational alignment challenges between DevOps deployment speeds and QA operations. Argues for the programmatic codification of testing metrics and test configurations directly within target pipelines. +#### Testing Frameworks + + - **(2020)** [**opensource.com: Cerberus - An open source solution for continuous testing' at scale**](https://opensource.com/article/20/8/cerberus-test-automation) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Highlights Cerberus, an open-source low-code platform for pipeline test integration. Manages automated test scripts for cross-browser, visual, API, and mobile environments within unified delivery flows. +#### Testing Methodologies + + +??? abstract "Architect's Technical Comparison Table" + | Solution | Maturity | Primary Focus | Language | Stars | + | :--- | :--- | :--- | :--- | :--- | + | [xeridia.co.uk: The Importance of Testing in DevOps](https://www.xeridia.co.uk/blog/importance-testing-devops) | | Testing Methodologies | English | 🌟🌟🌟🌟 | + | [xeridia.co.uk: Benefits of Test-Driven Development in DevOps Environments](https://www.xeridia.co.uk/blog/benefits-test-driven-development-devops-environments) | | Testing Methodologies | English | 🌟🌟🌟🌟 | + | [opensource.com: What you need to know about automation testing in CI/CD](https://opensource.com/article/20/7/automation-testing-cicd) | | Testing Methodologies | English | 🌟🌟🌟🌟 | + | [functionize.com: Testers vs TDD](https://www.functionize.com/blog/testers-vs-tdd) | | Testing Methodologies | English | 🌟🌟🌟 | + | [gcreddy.com: Domain Knowledge for Software Testers](https://www.gcreddy.com/2016/06/domain-knowledge-for-testers.html) | | Testing Methodologies | English | 🌟🌟🌟 | + + - **(2021)** [**xeridia.co.uk: The Importance of Testing in DevOps**](https://www.xeridia.co.uk/blog/importance-testing-devops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — An exploration of testing methods within continuous pipelines. Outlines ways to automate execution steps for integration and compliance scans to ensure consistency across active clusters. + - **(2021)** [**xeridia.co.uk: Benefits of Test-Driven Development in DevOps Environments**](https://www.xeridia.co.uk/blog/benefits-test-driven-development-devops-environments) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Highlights the compatibility of Test-Driven Development (TDD) with rapid iteration cycles. Details how creating early test layouts facilitates modular software designs and cuts post-deployment regressions. + - **(2020)** [**opensource.com: What you need to know about automation testing in CI/CD**](https://opensource.com/article/20/7/automation-testing-cicd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Presents strategies for continuous integration-driven automated testing. Highlights the parallel execution of functional tests and dynamic environment teardown approaches to accelerate release cadence. + - **(2020)** [functionize.com: Testers vs TDD](https://www.functionize.com/blog/testers-vs-tdd) 🌟🌟🌟 [COMMUNITY-TOOL] — Examines structural differences in perspective between dedicated QA testers and developer-focused TDD processes. Promotes unified test-authoring strategies to combine unit assertions with broader system workflows. + - **(2016)** [gcreddy.com: Domain Knowledge for Software Testers](https://www.gcreddy.com/2016/06/domain-knowledge-for-testers.html) 🌟🌟🌟 [COMMUNITY-TOOL] — Underlines the value of vertical-specific domain expertise in the software testing lifecycle. Points out that technical automated tests must be paired with functional understanding to capture logic-level bugs. ## Development Methodology ### DevOps @@ -44,6 +71,13 @@ #### API Mocking - **(2020)** [==Smocker (server mock) is a simple and efficient HTTP mock server==](https://github.com/smocker-dev/smocker) ⭐ 1281 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Smocker is an execution-efficient, REST API-driven HTTP mocking utility designed for microservice local integration testing. It allows defining dynamic request matches and custom mocking scenarios via direct YAML configurations. +## Kubernetes Platform + +### K8s Security and Compliance + +#### Static Analysis + + - **(2020)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Walks through deploying KubeAudit to analyze deployment files for Red Hat OpenShift. Demonstrates scanning manifests for security misconfigurations, path privileges, and resource constraints before cluster deployment. --- 💡 **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md) diff --git a/v2-docs/visual-studio.md b/v2-docs/visual-studio.md index 46bbf9d7..df410839 100644 --- a/v2-docs/visual-studio.md +++ b/v2-docs/visual-studio.md @@ -6,181 +6,84 @@ ## Standard Reference - [Flexible layout 🌟](https://code.visualstudio.com/updates/v1_120/v1_46#_flexible-layout) [COMMUNITY-TOOL] - - [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] - [docker.com: How to Develop Inside a Container Using Visual Studio Code Remote' Containers 🌟](https://www.docker.com/blog/how-to-develop-inside-a-container-using-visual-studio-code-remote-containers) [COMMUNITY-TOOL] - - [devblogs.microsoft.com: Need an Intro to VS Code? 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- [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] - 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- [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) ⭐ 5128 [ENTERPRISE-STABLE] - [blog.stackademic.com: Debugging Microservices Locally with mirrord](https://blog.stackademic.com/mastering-local-microservices-debugging-with-mirrord-0a99443c1544) [COMMUNITY-TOOL] - - [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) ⭐ 4252 [ENTERPRISE-STABLE] - - [Bridge to Kubernetes 🌟](https://github.com/microsoft/mindaro) ⭐ 304 [COMMUNITY-TOOL] - [visualstudiomagazine.com: Bridge to Kubernetes Simplifies Microservice Development' in Visual Studio/VS Code](https://visualstudiomagazine.com/articles/2020/10/07/bridge-kubernetes.aspx) [COMMUNITY-TOOL] - - [Gitpod Open Sources a ‘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] - [evaizik.medium.com: Setting up a remote debugging for Java microservices' running inside Kubernetes pods](https://evaizik.medium.com/setting-up-a-remote-debugging-for-java-microservices-running-inside-kubernetes-pods-d4aab1ff4efa) [COMMUNITY-TOOL] - [betterprogramming.pub: My Top 7 Most Underrated IntelliJ IDEA Features](https://betterprogramming.pub/my-top-7-most-underrated-intellij-idea-features-572b0b706bd6) [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] +## CICD Pipeline + +### Jenkins Tools + +#### Monitoring + + - **(2022)** [Alessandro Fragnani: Jenkins Status](https://marketplace.visualstudio.com/items?itemName=alefragnani.jenkins-status) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Embeds dynamic Jenkins job status tracking into the VS Code status bar. It fetches remote build parameters via API to display build pass/fail statistics, keeping developer feedback loops tight during active coding sprints. +#### Syntax Highlighting + + - **(2020)** [ivory-lab: JenkinsFile Support](https://marketplace.visualstudio.com/items?itemName=ivory-lab.jenkinsfile-support) [GROOVY CONTENT] [COMMUNITY-TOOL] — Delivers visual formatting and basic syntax detection for scripted and declarative Jenkins pipelines in VS Code. Standardizes syntax structures across shared team code repositories. + - **(2019)** [secanis.ch: Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=secanis.jenkinsfile-support) [GROOVY CONTENT] [COMMUNITY-TOOL] — Provides basic Groovy and Jenkinsfile-specific syntax highlighting within VS Code. While older, it remains useful for developers deploying simple pipelines who want instant visual structure validation without configuring complex API linters. +#### Validation and Linting + + - **(2021)** [Jenkins Pipeline Linter Connector](https://marketplace.visualstudio.com/items?itemName=janjoerke.jenkins-pipeline-linter-connector) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Connects local VS Code configurations with a remote Jenkins server's dynamic pipeline linter API. It validates declarative Jenkinsfiles against active plugins and system schemas in real time, preventing syntax-driven CI pipeline failures. + - **(2021)** [JM Meessen: Declarative Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=jmMeessen.jenkins-declarative-support) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Provides targeted code snippets, auto-complete utilities, and syntax validations optimized for declarative Jenkinsfiles. It dramatically reduces developer syntax errors when managing complex multi-stage pipeline steps. +## Cloud Infrastructure + +### Infrastructure as Code + +#### Azure + + - **(2026)** [**Azure Resource Manager (ARM) Tools 🌟**](https://marketplace.visualstudio.com/items?itemName=msazurermtools.azurerm-vscode-tools) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Provides language server support, validation, and autocomplete for Azure Resource Manager (ARM) JSON templates. Although Microsoft Bicep and Terraform are often preferred for new projects, ARM tools remain critical for maintaining enterprise deployment patterns. +### PaaS + +#### Azure (1) + + - **(2026)** [**marketplace.visualstudio.com: Azure App Service for Visual Studio Code**](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-azureappservice) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Simplifies deployment, configuration, and monitoring of applications hosted on Azure App Service. Useful for deploying monolithic apps and APIs, though complex architectures have shifted toward Kubernetes and Serverless. +### SecOps + +#### AWS IAM + + - **(2026)** [**IAM Legend**](https://marketplace.visualstudio.com/items?itemName=SebastianBille.iam-legend) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Provides autocomplete and inline documentation for AWS IAM policy documents inside VS Code. It helps platform and security engineers configure precise, least-privilege cloud permissions, reducing misconfiguration risks. +#### Security Code Scanning + + - **(2026)** [**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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A technical article demonstrating how to find and remediate open-source vulnerability risks directly from the editor using Snyk. This guide helps engineers implement continuous dependency scanning early in the development lifecycle. +## Cloud Native + +### Containerization + +#### VS Code Tooling + + - **(2026)** [==Docker==](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-docker) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Duplicate entry of the official Microsoft Docker extension, which allows engineers to scaffold, test, and run containers directly in their development environment. +### Kubernetes + +#### Configuration Validation + + - **(2026)** [**marketplace.visualstudio.com: Kubernetes Reference Highlighter 🌟**](https://marketplace.visualstudio.com/items?itemName=dag-andersen.kubernetes-reference-highlighter) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Highlights cross-references inside Kubernetes manifest files, such as linking ConfigMaps and Secrets to Deployment specifications. Reduces misconfigurations and deployments crashes in complex environments. + - **(2026)** [**marketplace.visualstudio.com: Kubernetes YAML Formatter 🌟**](https://marketplace.visualstudio.com/items?itemName=kennylong.kubernetes-yaml-formatter) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Formats Kubernetes YAML manifests specifically, enforcing standardization across deployments. Crucial for platform engineers managing large declarative infrastructures in multi-tenant environments. +#### GitOps + + - **(2026)** [**marketplace.visualstudio.com: GitOps Tools for Flux 🌟**](https://marketplace.visualstudio.com/items?itemName=Weaveworks.vscode-gitops-tools) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Simplifies managing and visualizing GitOps resources powered by Flux directly inside the editor. Despite Weaveworks restructuring, the Flux ecosystem remains a dominant engine for production-grade Kubernetes deployments. +#### Local Clusters + + - **(2026)** [**Kubernetes Kind (by Microsoft)**](https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.kind-vscode) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Integrates KinD (Kubernetes in Docker) cluster management directly within VS Code, easing local microservice prototyping and controller debugging workflows. +#### Red Hat OpenShift + + - **(2026)** [**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) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A detailed Red Hat technical blog showcasing the integration of Devfiles and Kubernetes cluster targeting within OpenShift Connector. It highlights how developers can maintain container-native configurations directly from their IDE. +#### VS Code Tooling (1) + + - **(2026)** [==Working with Kubernetes in VS Code==](https://code.visualstudio.com/docs/azure/kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The definitive architectural guide by Microsoft detailing Kubernetes cluster integration inside the IDE. It covers manifest management, log streaming, and remote debugging techniques essential for orchestrating distributed microservices. + - **(2026)** [==Kubernetes (by Microsoft)==](https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.vscode-kubernetes-tools) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The absolute standard extension for interacting with remote and local Kubernetes clusters, displaying live resources, forwarding ports, and streaming microservice logs. ## Cloud Native Languages ### Go @@ -188,13 +91,330 @@ #### Kubernetes Integration - [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] — 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. +## Cloud-Native Development + +### Azure (2) + +#### Remote Debugging + + - **(2018)** [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) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — A technical guide demonstrating remote debugging for Node.js workloads deployed inside Azure App Service from local VS Code setups. Illustrates configuration of secure web sockets for remote diagnostic channels. +### Kubernetes (1) + +#### Local Development + + - **(2024)** [==Bridge to Kubernetes 🌟==](https://github.com/microsoft/mindaro) ⭐ 304 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — Formerly a popular Microsoft tool for redirection of Kubernetes cluster traffic to local workstations. Live Grounding indicates this project has been retired and archived by Microsoft. Teams seeking similar workflows should look to solutions like mirrord or Telepresence. + - **(2020)** [piotrminkowski.com: Development on Kubernetes: IDE & TOOLS](https://piotrminkowski.com/2020/08/03/development-on-kubernetes-ide-tools) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An architecture review by Piotr Mińkowski evaluating toolchains for Kubernetes development. Compares local compilation and sync speeds using Bridge to Kubernetes, Skaffold, and Telepresence within modern developer pipelines. +#### Remote Debugging (1) + + - **(2021)** [developers.redhat.com: Remote debugging on Kubernetes using VS Code](https://developers.redhat.com/articles/2021/12/13/remote-debugging-kubernetes-using-vs-code#) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A detailed architectural guide by Red Hat outlining remote debugging topologies for containerized apps on Kubernetes using VS Code. Instructs on configuring port-forwarding and Delve/gdb configurations inside remote pods. +#### Traffic Mirroring + + - **(2026)** [==metalbear-co/mirrord==](https://github.com/metalbear-co/mirrord) ⭐ 5128 [RUST CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An enterprise-grade tool that plugs local processes directly into remote Kubernetes namespaces. It avoids image building or cluster redeployments by mirroring incoming network traffic, DNS resolutions, and environment variables dynamically to the local environment. Highly effective for rapid microservices testing. +## Collaboration + +### Agile Management + +#### VS Code Tooling (2) + + - **(2026)** [**Jira and Bitbucket (Official)**](https://marketplace.visualstudio.com/items?itemName=Atlassian.atlascode) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Integrates Atlassian Jira issue boards and Bitbucket pipelines directly into the developer's workspace to reduce tab-switching during agile workflows. +### Continuous Integration + +#### Azure (3) + + - **(2026)** [**Azure DevOps 🌟**](https://marketplace.visualstudio.com/azuredevops) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Extends the VS Code platform with deep Azure DevOps integration, providing real-time pipeline status checks, work item tracking, and Git repository links. +### Documentation + +#### VS Code Tooling (3) + + - **(2026)** [marketplace.visualstudio.com: CodeSnap](https://marketplace.visualstudio.com/items?itemName=adpyke.codesnap) [TYPESCRIPT CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Creates highly customizable and beautiful screenshots of code blocks for architectural reviews, presentations, and tutorials. It is a utility for developer advocacy and engineering onboarding workflows. +### IDE Customization + +#### VS Code Tooling (4) + + - **(2026)** [Discord Presence Theme](https://marketplace.visualstudio.com/items?itemName=icrawl.discord-vscode) [TYPESCRIPT CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Integrates active VS Code workspace and language context directly with Discord's active presence, ideal for developer networking and student teamwork. +### Remote Development + +#### VS Code Tooling (5) + + - **(2026)** [==Remote Repositories 🌟==](https://code.visualstudio.com/blogs/2021/06/10/remote-repositories) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official VS Code documentation introducing virtual file systems and remote repository integrations. It explains how developers can navigate, edit, and search remote codebases instantly without clone overhead. + - **(2026)** [==marketplace.visualstudio.com: GitHub Repositories 🌟==](https://marketplace.visualstudio.com/items?itemName=GitHub.remotehub) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Allows developers to browse, search, and edit GitHub repositories directly inside VS Code without local cloning. Crucial for navigating monorepos, performing rapid hotfixes, and reviewing multi-repository structures. +### Version Control + +#### VS Code Tooling (6) + + +??? abstract "Architect's Technical Comparison Table" + | Solution | Maturity | Primary Focus | Language | Stars | + | :--- | :--- | :--- | :--- | :--- | + | [GitHub Pull Requests and Issues 🌟](https://marketplace.visualstudio.com/items?itemName=GitHub.vscode-pull-request-github) | | VS Code Tooling | TypeScript | 🌟🌟🌟🌟🌟 | + | [GitLive](https://marketplace.visualstudio.com/items?itemName=TeamHub.teamhub) | | VS Code Tooling | TypeScript | 🌟🌟🌟 | + | [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) | | VS Code Tooling | English | 🌟🌟🌟 | + | [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) | | VS Code Tooling | English | 🌟🌟🌟 | + | [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) | | VS Code Tooling | English | 🌟🌟🌟 | + + - **(2026)** [==GitHub Pull Requests and Issues 🌟==](https://marketplace.visualstudio.com/items?itemName=GitHub.vscode-pull-request-github) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Enables developers to review pull requests, address comments, and track issues directly within the editor. This minimizes context-switching, streamlining code reviews and collaboration within distributed DevOps teams. + - **(2026)** [GitLive](https://marketplace.visualstudio.com/items?itemName=TeamHub.teamhub) [TYPESCRIPT CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Integrates real-time visual indications of branch drifts and file conflicts directly into the IDE. It aims to reduce integration friction across distributed engineering teams by exposing parallel work before standard merges occur. + - **(2026)** [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] — An explanatory article detailing GitLive's capability to integrate with arbitrary self-hosted or cloud-based Git providers. It highlights practical ways to maintain collaborative development loops across complex deployment layouts. + - **(2026)** [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] — Evaluates major Git extensions that optimize repository navigation, branch visualisations, and commit tracking within large enterprise repositories. + - **(2026)** [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] — Evaluates the top 5 essential Git extensions for VS Code, helping developers transition from command line to rich visual git workflows. +## Developer Environment + +### IDE Tooling + +#### Visual Studio Code (1) + +##### Ecosystem and General Productivity + + - **(2023)** [code.visualstudio.com: keyboard shortcuts for Windows](https://code.visualstudio.com/shortcuts/keyboard-shortcuts-windows.pdf) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Official PDF reference manual containing native Windows keyboard shortcuts for VS Code. Establishes critical key combination patterns for navigation, terminal toggles, multi-cursor editing, and refactoring commands. + - **(2023)** [code.visualstudio.com: keyboard shortcuts for macOS](https://code.visualstudio.com/shortcuts/keyboard-shortcuts-macos.pdf) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Official reference guide mapping out macOS keyboard shortcuts in VS Code. Highly useful for standardizing mouse-free developer environments and boosting engineering execution speed on Apple hardware. + - **(2023)** [code.visualstudio.com: keyboard shortcuts for Linux](https://code.visualstudio.com/shortcuts/keyboard-shortcuts-linux.pdf) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Official documentation highlighting native Linux keyboard configurations in VS Code, detailing shortcut bindings optimized for desktop environments running across various Linux distributions. + - **(2023)** [marketplace.visualstudio.com](https://marketplace.visualstudio.com) [N/A CONTENT] [COMMUNITY-TOOL] — The VS Code Extension Marketplace, serving as the central hub for discovering, validating, and installing IDE extensions. This core infrastructure enables developers to scale VS Code capabilities dynamically. + - **(2023)** [Microsoft 🌟](https://marketplace.visualstudio.com/publishers/Microsoft) [N/A CONTENT] [COMMUNITY-TOOL] — Microsoft's official publisher hub on the VS Code Marketplace. Features foundational tools including Remote SSH, WSL, Python integration, and essential debuggers that form the core of most developer workflows. + - **(2023)** [Red Hat 🌟](https://marketplace.visualstudio.com/publishers/redhat) [N/A CONTENT] [COMMUNITY-TOOL] — Red Hat's publisher hub on the VS Code Marketplace. Delivers key language servers and syntax schema validators for industry-standard configurations including XML, YAML, Ansible, and Kubernetes resources. + - **(2023)** [AmazonWebServices](https://marketplace.visualstudio.com/publishers/AmazonWebServices) [N/A CONTENT] [COMMUNITY-TOOL] — Amazon Web Services' publisher portal hosting development kits, AWS Toolkit, and Cloud9 connectors. Enables deployment, serverless testing, and IAM integration directly from the IDE interface. + - **(2023)** [Google Cloud](https://marketplace.visualstudio.com/publishers/GoogleCloudTools) [N/A CONTENT] [COMMUNITY-TOOL] — Google Cloud's extension ecosystem hosting Cloud Code. Delivers developer-focused tooling for writing, testing, debugging, and deploying cloud-native containerized applications directly on GKE and Cloud Run environments. + - **(2023)** [Oracle](https://marketplace.visualstudio.com/publishers/Oracle) [N/A CONTENT] [COMMUNITY-TOOL] — Oracle's publisher page featuring integrations for Java development, enterprise runtime setups, database connections, and GraalVM support, facilitating high-fidelity enterprise software engineering. + - **(2022)** [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) [N/A CONTENT] [COMMUNITY-TOOL] — Explores workspace personalization strategies within VS Code. Outlines customizations for custom layouts, performance optimization settings, and UI modifications to support intensive, multi-hour coding sessions. + - **(2022)** [freecodecamp.org: Best Colorful VSCode Extensions – How to Personalize Your' Editor](https://www.freecodecamp.org/news/best-colorful-vscode-extensions-for-productivity) [N/A CONTENT] [COMMUNITY-TOOL] — Assesses visual customization extensions in VS Code, analyzing the correlation between structured semantic highlighters, high-contrast editor themes, and the mitigation of developer cognitive fatigue. + - **(2022)** [freecodecamp.org: VS Code Extensions to Increase Developer Productivity](https://www.freecodecamp.org/news/vs-code-extensions-to-increase-developer-productivity) [N/A CONTENT] [COMMUNITY-TOOL] — Evaluates productivity-centric VS Code setups, analyzing the correlation between structured lint configurations and reduced delivery cycles for engineering teams. + - **(2021)** [freecodecamp.org: 10 VS Code Extensions to Increase Your Productivity](https://www.freecodecamp.org/news/10-vscode-extensions-to-increase-productivity) [N/A CONTENT] [COMMUNITY-TOOL] — A curated evaluation of 10 highly utilized VS Code extensions that optimize developer workflows. Evaluates their impact on formatting automation, code snippets, and directory navigation in enterprise developer setups. + - **(2021)** [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) [JSON CONTENT] [COMMUNITY-TOOL] — A programmatic guide to tuning `settings.json` in VS Code. Outlines precise configuration keys for optimizing render engines, tuning auto-save policies, modifying telemetry preferences, and managing resource consumption limits. + - **(2021)** [dev.to: VSCode Extensions I'm in LOVE with | Tina Huynh](https://dev.to/tmchuynh/vscode-extensions-im-in-love-with-oab) [N/A CONTENT] [COMMUNITY-TOOL] — A personal review of custom VS Code plugins that accelerate individual development loops, highlighting tools for formatting, CSS generation, and dynamic file tagging inside the IDE window. + - **(2021)** [dev.to: Superb VSCode extensions changing your coding life](https://dev.to/duckinm/superb-vscode-extensions-changing-your-coding-life-2cmb) [N/A CONTENT] [COMMUNITY-TOOL] — Analyzes transformative VS Code extensions that significantly alter code execution and formatting paradigms, showcasing how choosing the right workspace helper utilities impacts output speed. + - **(2020)** [thenewstack.io: This Week in Programming: All Hail Visual Studio Code](https://thenewstack.io/this-week-in-programming-all-hail-visual-studio-code) [N/A CONTENT] [COMMUNITY-TOOL] — This programmatic review explores VS Code's ascent to market dominance. It analyzes the underlying lightweight Electron architecture, dynamic ecosystem scaling, and multi-language support that enable the platform to function effectively across diverse programming environments. +##### Extension Development and Integrations + + - **(2023)** [Better Comments](https://marketplace.visualstudio.com/items?itemName=aaron-bond.better-comments) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Better Comments organizes source code documentation by applying distinct semantic colorizations to comments. Classifies tasks into alerts, queries, warnings, and TODOs, significantly improving overall team readability. + - **(2023)** [Markdown All in One 🌟](https://marketplace.visualstudio.com/items?itemName=yzhang.markdown-all-in-one) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Markdown All in One automates common formatting tasks in markdown files. It manages auto-updating Tables of Contents, controls formatting short-keys, and handles list-generation systems in technical documentation. + - **(2023)** [Auto Markdown TOC By AX1](https://marketplace.visualstudio.com/items?itemName=livepdm.auto-markdown-toc-ax1) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Auto Markdown TOC automatically scans, maps, and structures dynamic directories in technical readmes and document structures, applying updates on file save actions to ensure navigation accuracy. + - **(2023)** [Prettier:](https://marketplace.visualstudio.com/items?itemName=esbenp.prettier-vscode) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — Prettier enforces unified formatting across multi-developer configurations. This AST-based code formatter eliminates layout debates by structuring code uniformly on save across all major web-oriented files. + - **(2023)** [EditorConfig:](https://marketplace.visualstudio.com/items?itemName=EditorConfig.EditorConfig) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — EditorConfig establishes consistent layout properties across different IDE instances. Enforces styling metrics (such as tabs vs. spaces and encoding) based on a root configuration file, minimizing style deviations. + - **(2023)** [Polacode](https://marketplace.visualstudio.com/items?itemName=pnp.polacode) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — Polacode generates visually appealing, stylized screenshots of designated code blocks. It is highly valued for code-review processes, technical books, and slide decks. + - **(2023)** [ESLint:](https://marketplace.visualstudio.com/items?itemName=dbaeumer.vscode-eslint) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — ESLint embeds static linting analysis into the active editor, identifying syntax defects, security code smells, and configuration errors in real time to prevent issues prior to container compilation. + - **(2023)** [Indent-Rainbow:](https://marketplace.visualstudio.com/items?itemName=oderwat.indent-rainbow) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Indent-Rainbow applies subtle color transitions to code indent blocks. This visual separation is highly effective at reducing cognitive overhead when editing nested YAML patterns or deep JSON profiles. + - **(2023)** [SVG:](https://marketplace.visualstudio.com/items?itemName=jock.svg) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — SVG adds structural vector graphic manipulation tools, allowing engineers to preview, manipulate, format, and audit XML vectors directly inside the workspace layout. + - **(2023)** [Prettier ESLint](https://marketplace.visualstudio.com/items?itemName=rvest.vs-code-prettier-eslint) [JAVASCRIPT CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Combines ESLint configuration checks and Prettier formatting systems under one seamless runtime integration. Minimizes config conflicts between syntax checker specifications and styling layouts. + - **(2023)** [Rainbow Brackets](https://marketplace.visualstudio.com/items?itemName=2gua.rainbow-brackets) [TYPESCRIPT CONTENT] [LEGACY] — A legacy brackets colorization extension. Note that native VS Code bracket pair colorization has superseded it, offering vastly superior performance and rendering speed on complex source files. + - **(2023)** [TODO Highlight](https://marketplace.visualstudio.com/items?itemName=wayou.vscode-todo-highlight) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Scans and highlights markers like TODO, FIXME, or HACK within source code comments. Helps developers maintain high visibility over technical debt during iterative sprint cycles. + - **(2023)** [Todo+](https://marketplace.visualstudio.com/items?itemName=fabiospampinato.vscode-todo-plus) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Todo+ manages task lists within the VS Code workspace, enabling inline timer tracking, markdown task tags, and task dashboard trees directly inside active repositories. + - **(2023)** [Todo Tree](https://marketplace.visualstudio.com/items?itemName=Gruntfuggly.todo-tree) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Todo Tree consolidates comment tags (like TODO, FIXME, etc.) across the active codebase into an interactive workspace folder tree. Highly useful for pre-release audits and team technical debt reviews. + - **(2023)** [Babel JavaScript](https://marketplace.visualstudio.com/items?itemName=mgmcdermott.vscode-language-babel) [JAVASCRIPT CONTENT] [LEGACY] — Provides ECMAScript syntax highlighting support for older JS parser platforms, helping modernize legacy JavaScript code bases within VS Code's editor structure. + - **(2023)** [Error Lens](https://marketplace.visualstudio.com/items?itemName=usernamehw.errorlens) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Error Lens improves dev speed by outputting warning and error diagnostic texts directly on the code line. Eliminates the need to hover over syntax errors, reducing debug-cycle latency. + - **(2021)** [dev.to: How to configure VSCode Bracket Pair Colors Natively](https://dev.to/amanhimself/how-to-configure-vscode-bracket-pair-colors-natively-3nl) [JSON CONTENT] [COMMUNITY-TOOL] [GUIDE] — Provides deep details on configuring native bracket pair colorization in VS Code settings. Highlights the migration from resource-heavy third-party extensions to the built-in, highly optimized AST-based rendering engine to lower CPU utilization. + - **(2020)** [blogs.windows.com: Bringing the browser developer tools to Visual Studio' Code](https://blogs.windows.com/msedgedev/2020/10/01/microsoft-edge-tools-vscode) [JAVASCRIPT CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Introduces Microsoft Edge Developer Tools integration directly inside VS Code. This allows engineers to run element inspection, network profiling, and DOM debugging natively in the IDE, reducing context-switching latency during web application development. +##### Language-Specific Tooling + + - **(2024)** [==Python Visual Studio Code==](https://github.com/microsoft/vscode-python) ⭐ 4623 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official VS Code Python extension repository. Serves as a primary integration layer for code-formatting, Jupyter Notebook systems, pytest architectures, and type checker implementations. + - **(2022)** [freecodecamp.org: How to Use Markdown in VSCode – Syntax and Examples](https://www.freecodecamp.org/news/how-to-use-markdown-in-vscode) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] — A technical guide to writing, parsing, and rendering Markdown natively in VS Code. Highlights capabilities for inline previewing, styling syntax, and utilizing the editor for software architecture decision records (ADRs). + - **(2021)** [realpython.com: Advanced Visual Studio Code for Python Developers](https://realpython.com/advanced-visual-studio-code-python) [PYTHON CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An in-depth guide on advanced VS Code customizations for Python development. Focuses on setting up testing frameworks, optimizing linting utilities, configuring type checkers (Pylance), and managing complex virtual environments natively. +##### Remote Development and Collaborative Coding + + - **(2023)** [developers.redhat.com: Remote container development with VS Code and Podman' 🌟](https://developers.redhat.com/articles/2023/02/14/remote-container-development-vs-code-and-podman) [SHELL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Analyzes the configuration of VS Code Remote Containers utilizing Podman instead of Docker. Discusses handling rootless execution models, matching host/container UIDs, and configuring SELinux policies in secure enterprise architectures. + - **(2023)** [visualstudio.microsoft.com/services/live-share: Visual Studio Live Share' 🌟](https://visualstudio.microsoft.com/services/live-share) [N/A CONTENT] [COMMUNITY-TOOL] — Introduces Visual Studio Live Share, a collaboration service allowing engineers to securely share workspace contexts, co-edit code, exchange terminal executions, and co-debug servers across different OS platforms in real time. + - **(2023)** [Live Share:](https://marketplace.visualstudio.com/items?itemName=MS-vsliveshare.vsliveshare) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — The Live Share VS Code extension installs collaborative workspace capabilities, establishing secure shared dev contexts, collaborative ports, and integrated voice/debug sessions directly between remote environments. + - **(2021)** [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) [N/A CONTENT] [COMMUNITY-TOOL] — Details 5 core extensions for Azure Cloud Architects using VS Code. Outlines features in Azure Functions, Resource Manager (ARM), and App Service extensions to sync local workspaces directly with cloud provisioning pipelines. + - **(2020)** [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) [N/A CONTENT] [COMMUNITY-TOOL] — A deep dive into VS Code extensions geared toward distributed development. Discusses Remote SSH architectures, container setups, and real-time developer sharing tools optimized for remote setups. +##### Version Control Integration + + - **(2023)** [GitLens 🌟](https://marketplace.visualstudio.com/items?itemName=eamodio.gitlens) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — GitLens supercharges Git capabilities within VS Code, providing instant code authorship visibility, interactive file histories, branch comparison matrices, and commit-level analysis directly within the editor workspace. + - **(2023)** [Git Graph](https://marketplace.visualstudio.com/items?itemName=mhutchie.git-graph) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Git Graph provides an interactive graph visualization of repository histories. It simplifies advanced operations such as interactive branch cherry-picks, rebasing, and merges through a graphical workspace context. + - **(2021)** [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) [SHELL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] — Presents a technical guide for configuring GPG commit signing within WSL2 using VS Code on Windows 10. Addresses cross-runtime credential sharing challenges by bridging Windows GPG-agent configurations with Linux subsystems to enforce commit origin verification. + - **(2021)** [youtube: Source Control Tip 9: Dealing with Merge Conflicts in VS Code](https://www.youtube.com/watch?v=ybCxPHzRJfA&ab_channel=VisualStudioCode) [N/A CONTENT] [COMMUNITY-TOOL] [GUIDE] — Examines VS Code's integrated 3-way merge editor. Detail is provided on visual layout resolution strategies, allowing developers to isolate changes, analyze core differences, and resolve Git conflict markers safely prior to upstream branch integration. + - **(2021)** [austingil.com: VS Code Timeline Restores Lost Work That Git Can’t 🌟](https://austingil.com/vs-code-timeline-restores-work-git-cant) [N/A CONTENT] [COMMUNITY-TOOL] — Highlights VS Code's Local History/Timeline feature, which functions as an independent tracking database. It enables structural code recovery for uncommitted files even when Git staging lists are purged or reset. + - **(2020)** [dev.to: Using VS Code to git rebase](https://dev.to/colbygarland/using-vs-code-to-git-rebase-1lc) [N/A CONTENT] [COMMUNITY-TOOL] [GUIDE] — Illustrates how to utilize VS Code as the default editor for interactive Git rebasing. Replaces traditional terminal editors with a graphic UI to ease tasks like commit squashing, dropping, and message rewriting during history cleaning cycles. +## Developer Productivity + +### Editor Tools + +#### VS Code + + - **(2023)** [New VS Code features](https://www.youtube.com/shorts/8iVaeLjzY6s) 🌟🌟🌟 [COMMUNITY-TOOL] — Examines recent visual and functional updates inside Visual Studio Code. Highlights incremental layout improvements, productivity-focused shortcuts, and key performance tunings designed to optimize workspace velocity. + - **(2022)** [Vertical rulers](https://www.youtube.com/shorts/cTE0ec3IurE) 🌟🌟🌟 [COMMUNITY-TOOL] — Demonstrates the configuration of vertical rulers in VS Code to assist developers in maintaining line-width constraints directly within their workspaces. This setting is crucial for styling compliance across multi-developer setups. + - **(2022)** [Time Travel!](https://www.youtube.com/shorts/0h1xNFsEZBU) 🌟🌟🌟 [LEGACY] — Introduces VS Code's Local History timeline, which acts as a localized rollback mechanism independent of Git commits. Highly effective for safe experimentation and recovering legacy structures in active code sessions. + - **(2022)** [Screencast mode](https://www.youtube.com/shorts/KZHI5RMmFk0) 🌟🌟🌟 [COMMUNITY-TOOL] — Highlights the utility of VS Code's Screencast Mode, which visualizes keybindings and mouse clicks directly on-screen. Essential setting for preparing technical demonstrations and team onboarding videos. +#### VS Code Plugins + + - **(2022)** [Master Git with Git Graph](https://www.youtube.com/shorts/OfsixF-splk) 🌟🌟🌟 [COMMUNITY-TOOL] — Walks through the visual layout capabilities of the Git Graph extension for VS Code. Explains how to interactively perform Git tasks and inspect branching and merging histories directly in the IDE workspace. +### Short Videos + +#### AI Tooling + + - **(2023)** [Copilot Unit Tessts Like a Boss](https://www.youtube.com/shorts/AGFvs2pT1VQ) [N/A CONTENT] [COMMUNITY-TOOL] — Demonstrates techniques for utilizing GitHub Copilot to dynamically generate and execute unit tests from inline comments and active editor workspaces. + - **(2023)** [Copilot writing Markdown](https://www.youtube.com/shorts/70voiUcMk_I) [N/A CONTENT] [COMMUNITY-TOOL] — Showcases using GitHub Copilot to write technical documentation and structure layout outlines within VS Code markdown canvases. +#### API Testing + + - **(2023)** [Extension of the week: Thunder Client](https://www.youtube.com/shorts/X3wgBid4gO8) [N/A CONTENT] [COMMUNITY-TOOL] — Highlights Thunder Client, an extremely lightweight REST API client embedded natively in VS Code, offering a fast alternative to Postman. +#### Architecture Design + + - **(2023)** [Create diagrams in vscode](https://www.youtube.com/shorts/0N-NFIfy5lI) [N/A CONTENT] [COMMUNITY-TOOL] — Demonstrates diagramming directly within VS Code using lightweight file-to-architecture tools like Draw.io integration or Mermaid.js markup. + - **(2023)** [Write slides in VS Code](https://www.youtube.com/shorts/cLokEWqTuds) [N/A CONTENT] [COMMUNITY-TOOL] — Shows how to leverage extension frameworks (e.g., Marp) to compile markdown documents into enterprise-grade HTML or PDF slide decks natively. +#### Configuration + + - **(2023)** [VSCode Profiles](https://www.youtube.com/shorts/WzlpGnbNPH4) [N/A CONTENT] [COMMUNITY-TOOL] — A visual guide illustrating how to configure, save, and isolate VS Code settings Profiles. Enables developers to separate extensions and UI styles across distinct roles like backend, frontend, and cloud-native development. + - **(2023)** [Changing Font in VS Code the RIGHT WAY!](https://www.youtube.com/shorts/Q2RrAdWmn_M) [N/A CONTENT] [COMMUNITY-TOOL] — Instructs on configuring custom fonts and visual typography options in VS Code, detailing ligature settings and visual styling rules for complex layouts. + - **(2023)** [Take your extensions with you](https://www.youtube.com/shorts/HyhSDvaaRwM) [N/A CONTENT] [COMMUNITY-TOOL] — Details the native Settings Sync feature in VS Code, synchronizing keybindings, themes, and global packages across local and remote development systems. +#### Debugging + + - **(2023)** [ErrorLens! Catch Errors on the Fly!](https://www.youtube.com/shorts/uzC1PP73d9I) [N/A CONTENT] [COMMUNITY-TOOL] — Showcases the 'ErrorLens' extension, which prints diagnostics and error messages directly inline with source code lines for real-time validation. +#### Documentation (1) + + - **(2023)** [Create guided walkthroughs of your code](https://www.youtube.com/shorts/KQB8FRoJaH4) [N/A CONTENT] [COMMUNITY-TOOL] — Details using VS Code's native schema files to build interactive, contextual guided walkthroughs for onboarding new engineers to complex codebases. +#### Formatting + + - **(2023)** [Extension of the Week: Prettier](https://www.youtube.com/shorts/dDtueNAFELo) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] — Highlights configuration settings for the Prettier formatter to achieve clean code style formatting automatically on save events. + - **(2023)** [Rainbox CSV](https://www.youtube.com/shorts/y55a7NAiHiI) [N/A CONTENT] [COMMUNITY-TOOL] — Details Rainbow CSV, an extension that colors columns in flat-file schemas to simplify parsing database exports within VS Code. +#### Git Integration + + - **(2023)** [How VS Code Makes Branches](https://www.youtube.com/shorts/-hvEdSI8ziE) [N/A CONTENT] [COMMUNITY-TOOL] — Visually instructs developers on creating, checking out, and upstream-mapping branches directly through the built-in VS Code status bar and source control manager. + - **(2023)** [Navigate your code's history](https://www.youtube.com/shorts/6IwjxcDbVW0) [N/A CONTENT] [COMMUNITY-TOOL] — Explores how to use the 'Local History' view in VS Code to compare and restore files from automatic, local timeline snapshots. +#### Java Development + + - **(2023)** [Try Maven (and Java) in VS Code!](https://www.youtube.com/shorts/t322UnzV9vM) [JAVA CONTENT] [COMMUNITY-TOOL] — Shows how to quickly spin up Java and Maven development workspaces using the official Microsoft Extension Pack for Java. + - **(2023)** [Java, Gradle, and VS Code](https://www.youtube.com/shorts/0xq_ZYfl6Vk) [JAVA CONTENT] [COMMUNITY-TOOL] — Visual guide to configuring JVM microservices compiled with Gradle inside the Visual Studio Code workspace for optimal build orchestration. + - **(2023)** [Change your Java versions in VS Code!](https://www.youtube.com/shorts/p-H7Q9PtSc8) [JAVA CONTENT] [COMMUNITY-TOOL] — Demonstrates quick configuration modifications required to switch active JVM runtimes and compiler compliance levels seamlessly. +#### Markdown + + - **(2023)** [Markdown Header Magic](https://www.youtube.com/shorts/G5580-DxQuw) [N/A CONTENT] [COMMUNITY-TOOL] — Demonstrates rapid markdown structural heading manipulation and navigation techniques in VS Code to streamline documentation processes. +#### Tips and Tricks + + - **(2023)** [Visual Studio Code - Shorts](https://www.youtube.com/@code/shorts) [N/A CONTENT] [COMMUNITY-TOOL] — An official repository of short-form video tutorials from the VS Code team. Covers fast tips, newly added features, and productivity configurations for modern software developers. +#### UI Customization + + - **(2023)** [Pin VS Code Tabs](https://www.youtube.com/shorts/6NFR5MsHM_4) [N/A CONTENT] [COMMUNITY-TOOL] — Duplicates technical concepts of workspace optimization, showcasing pinned tab features for streamlining file switching during rapid refactoring runs. + - **(2023)** [STOP Creating New Files This! But Do THIS in VS Code!!!](https://www.youtube.com/shorts/VqOVb76IyI4) [N/A CONTENT] [COMMUNITY-TOOL] — Highlights advanced keyboard shortcuts and interactive UI configurations to accelerate dynamic file creation and namespace generation within the editor. + - **(2023)** [Minimap Makeover](https://www.youtube.com/shorts/t5vXCNIBVYw) [N/A CONTENT] [COMMUNITY-TOOL] — Shows customization options for the editor minimap to emphasize error markers, highlights, and structural complexity indicators. +### Version Control (1) + +#### GitHub + + - **(2022)** [Hacking GitHub?](https://www.youtube.com/shorts/nMJBbH7g1M4) 🌟🌟🌟 [COMMUNITY-TOOL] — Covers high-impact shortcuts on the GitHub interface, focusing on the browser-based VS Code environment launcher. Streamlines remote file traversal and light code reviews without requiring a local clone. ## Developer Tools ### IDE -#### VS Code +#### VS Code (1) - **(2026)** [==Awesome Visual Studio Code==](https://github.com/viatsko/awesome-vscode) ⭐ 28747 [N/A CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A massive directory of extensions, themes, and configuration recipes designed to turn VS Code into a productivity powerhouse. Highly relevant for cloud-native developers seeking extensions for Kubernetes, Terraform, Docker, and remote workspace development. Serves as a daily driver resource for developer enablement teams. +## Development Environment + +### AI-Assisted Engineering + +#### VS Code Tooling (7) + + - **(2026)** [==GitHub Copilot 🌟==](https://marketplace.visualstudio.com/items?itemName=GitHub.copilot) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The premier AI pairing assistant, providing context-aware suggestions, testing scaffolds, and architectural refactoring directly within the IDE. In 2026, it is integrated into standard enterprise workflows, accelerating software delivery. + - **(2026)** [**code.visualstudio.com: GitHub Copilot in VS Code**](https://code.visualstudio.com/docs/copilot/overview) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — The official guide detailing configuration and prompt engineering practices for using GitHub Copilot inside VS Code. Essential for developers optimizing their generative AI workflow. +### Cloud IDE + +#### Code Browsing + + - **(2021)** [github1s.com 🌟](https://github1s.com) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — A popular community utility that opens any GitHub repository inside a lightweight, browser-based VS Code interface by appending '1s' to the github.com URL. Essential for fast, clone-free codebase assessments. +#### Microsoft + + - **(2021)** [vscode.dev 🌟](https://vscode.dev) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — The official cloud-hosted, zero-install iteration of VS Code operating inside modern web browsers. Employs HTML5 File System Access APIs for direct local workspace folder manipulation and remote repository synchronization. +#### Platform Engineering + + - **(2021)** [Gitpod Open Sources a ‘Holistic IDE’](https://thenewstack.io/gitpod-open-sources-a-holistic-ide) [N/A CONTENT] [COMMUNITY-TOOL] — Chronicles Gitpod's transition to open source, highlighting pre-configured, ephemeral development environments running as secure containerized workspaces. It serves as a core model for modern cloud-based development environments (CDE). +#### Trends + + - **(2021)** [thenewstack.io: Are Cloud-Based IDEs the Future of Software Engineering?](https://thenewstack.io/are-cloud-based-ides-the-future-of-software-engineering) [N/A CONTENT] [COMMUNITY-TOOL] — Analyzes the shift from high-compute developer laptops to cloud-hosted development environments (CDEs). Evaluates performance gains, corporate IP security improvements, and simplified onboarding pipelines. +### Configuration Management + +#### VS Code Tooling (8) + + - **(2026)** [**DotENV**](https://marketplace.visualstudio.com/items?itemName=mikestead.dotenv) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Provides syntax highlighting, syntax validation, and basic formatting for `.env` files. This lightweight extension prevents parsing and configuration errors before environment variables are deployed. Although basic, it remains highly useful for local environment orchestration and credential preparation. +### Debugging (1) + +#### VS Code Tooling (9) + + - **(2026)** [Turbo Console Log](https://marketplace.visualstudio.com/items?itemName=ChakrounAnas.turbo-console-log) [TYPESCRIPT CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — Automates the insertion of descriptive console log statements to speed up debugging in JavaScript and TypeScript. While useful for local exploration, production-ready microservices should prioritize structured logging using standards like OpenTelemetry over unstructured print statements. +### Documentation (2) + +#### Python + + - **(2026)** [**marketplace.visualstudio.com: autoDocstring - Python Docstring Generator**](https://marketplace.visualstudio.com/items?itemName=njpwerner.autodocstring) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Generates structured docstrings for Python methods and classes dynamically based on various standard formats. Simplifies documenting APIs and data models within Python microservices. +### IDE Customization (1) + +#### VS Code Tooling (10) + + +??? abstract "Architect's Technical Comparison Table" + | Solution | Maturity | Primary Focus | Language | Stars | + | :--- | :--- | :--- | :--- | :--- | + | [Dracula Official](https://marketplace.visualstudio.com/items?itemName=dracula-theme.theme-dracula) | | VS Code Tooling | TypeScript | 🌟🌟🌟🌟🌟 | + | [GitHub Theme 🌟](https://marketplace.visualstudio.com/items?itemName=GitHub.github-vscode-theme) | | VS Code Tooling | TypeScript | 🌟🌟🌟🌟🌟 | + | [Material Icon Theme](https://marketplace.visualstudio.com/items?itemName=PKief.material-icon-theme) | | VS Code Tooling | TypeScript | 🌟🌟🌟🌟 | + | [Monokai Pro Theme](https://marketplace.visualstudio.com/items?itemName=monokai.theme-monokai-pro-vscode) | | VS Code Tooling | TypeScript | 🌟🌟🌟🌟 | + | [Dracula Pro Theme 🌟](https://draculatheme.com/pro) | | VS Code Tooling | TypeScript | 🌟🌟🌟🌟 | + | [Codey Midnight Theme](https://marketplace.visualstudio.com/items?itemName=salesforce.codey-midnight) | | VS Code Tooling | TypeScript | 🌟🌟🌟 | + | [1984 Theme](https://marketplace.visualstudio.com/items?itemName=juanmnl.vscode-theme-1984) | | VS Code Tooling | TypeScript | 🌟🌟🌟 | + + - **(2026)** [==Dracula Official==](https://marketplace.visualstudio.com/items?itemName=dracula-theme.theme-dracula) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — One of the most popular and cross-platform dark color palettes in software development, providing clear syntax highlighting and contrast. + - **(2026)** [==GitHub Theme 🌟==](https://marketplace.visualstudio.com/items?itemName=GitHub.github-vscode-theme) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official GitHub visual styling for VS Code, including both light and dark modes modeled directly after the GitHub interface. + - **(2026)** [**Material Icon Theme**](https://marketplace.visualstudio.com/items?itemName=PKief.material-icon-theme) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Enhances the IDE visual interface with recognizable file icons corresponding to languages, configurations, and cloud-native templates. + - **(2026)** [**Monokai Pro Theme**](https://marketplace.visualstudio.com/items?itemName=monokai.theme-monokai-pro-vscode) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A highly structured color palette designed to reduce eye strain and optimize visual parsing of nested structures and syntaxes. + - **(2026)** [**Dracula Pro Theme 🌟**](https://draculatheme.com/pro) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Premium implementation of the Dracula design system, featuring custom variants, optimized fonts, and cohesive configurations for high-efficiency programming environments. + - **(2026)** [Codey Midnight Theme](https://marketplace.visualstudio.com/items?itemName=salesforce.codey-midnight) [TYPESCRIPT CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A dark Salesforce-developed theme intended to optimize developer focus and provide accessible contrast levels during deep development sessions. + - **(2026)** [1984 Theme](https://marketplace.visualstudio.com/items?itemName=juanmnl.vscode-theme-1984) [TYPESCRIPT CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A retro-neon vaporwave theme that provides a distinct high-contrast palette for custom development aesthetics. +### IDE Enhancements + +#### VS Code Tooling (11) + + - **(2026)** [**Path Intellisense**](https://marketplace.visualstudio.com/items?itemName=christian-kohler.path-intellisense) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Provides dynamic path autocompletion during import statements and file references. This capability reduces import failures across large directories. Although modern language servers have improved built-in path resolution, this extension remains popular for deep directory layouts. +### IDE Extensions + +#### Git Integration (1) + + - **(2022)** [BABA-Git Flow](https://marketplace.visualstudio.com/items?itemName=Fatih.baba-flow) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — A specialized variation of GitFlow UI extensions for VS Code. It provides custom hooks and automated prefix tagging for releases, features, and hotfixes. Highly specific to groups utilizing git-flow alongside strict release conventions. + - **(2021)** [GitFlow 4 Code](https://marketplace.visualstudio.com/items?itemName=GreatMinds.gitflow4code) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — An alternative wrapper for GitFlow commands within the Visual Studio Code environment. It automates common tasks such as prefixing branches and formatting merge requests. Best suited for teams maintaining strict GitFlow topologies who want to reduce terminal context-switching. + - **(2020)** [gitflow by vector-of-bool](https://marketplace.visualstudio.com/items?itemName=vector-of-bool.gitflow) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Integrates the GitFlow branching model into the VS Code status bar. Designed for local branch lifecycle management, it allows developers to execute flow starts and finishes. Live Grounding notes it remains an active community convenience tool, though many teams have migrated to unified trunk-based development or native git extensions. +#### Project Management + + - **(2021)** [JirAux (Jira integration)](https://marketplace.visualstudio.com/items?itemName=SemihOnay.jiraux) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — A Jira integration extension designed to embed issue tracking directly into VS Code workspaces. It surfaces task lists, changesets, and assignees. This keeps software engineers aligned with project management pipelines without leaving their code canvas. +### Language Tooling + +#### Go (1) + + - **(2026)** [==github.com/golang/vscode-go 🌟==](https://github.com/golang/vscode-go/blob/master/README.md) ⭐ 4252 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The official Visual Studio Code Go extension, providing rich language support via the Go Language Server (gopls). Integrates Delve for robust debugging, automated importing, structural profiling, and diagnostic testing. +#### Python (1) + + - **(2022)** [realpython.com: Python Development in Visual Studio Code](https://realpython.com/python-development-visual-studio-code) [PYTHON CONTENT] [COMMUNITY-TOOL] — A comprehensive deep dive by Real Python into configuring Visual Studio Code as a professional Python development IDE. Covers workspace setup, linters, debug configurations, and unit testing frameworks. + - **(2021)** [Python in Visual Studio Code – January 2021 Release](https://devblogs.microsoft.com/python/python-in-visual-studio-code-january-2021-release) [PYTHON CONTENT] [COMMUNITY-TOOL] — Reviews the January 2021 releases for Python in VS Code, emphasizing Pylance type checker improvements, multi-root workspace support, and simplified Pytest test discovery structures. + - **(2020)** [Python in Visual Studio Code – September 2020 Release](https://devblogs.microsoft.com/python/python-in-visual-studio-code-september-2020-release) [PYTHON CONTENT] [COMMUNITY-TOOL] — Highlights the September 2020 updates for Python in VS Code, detailing enhancements to Debug Adapter Protocol (DAP) implementations and environment discovery. Streamlines the execution of local virtual environment packages. +### Linter and Formatter + +#### Python (2) + + - **(2026)** [==marketplace.visualstudio.com: Ruff extension for Visual Studio Code==](https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Integrates the ultra-fast Rust-based Ruff linter and formatter directly into VS Code. In 2026, it is the standard for microservice backends, replacing flake8 and black with massive speed enhancements. +### Next-Gen IDE + +#### JetBrains + + - **(2024)** [Fleet](https://www.jetbrains.com/fleet) [KOTLIN CONTENT] [COMMUNITY-TOOL] — JetBrains' polyglot, lightweight development editor designed with a distributed, collaborative architecture. Supports local file editing or remote backend offloading, providing competition to VS Code's remote development extensions. + - **(2022)** [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) [N/A CONTENT] [COMMUNITY-TOOL] — An early assessment of JetBrains Fleet, detailing its modular UI and hybrid mode. Focuses on the IDE's rapid start times, remote engine execution, and embedded collaboration features. +### Operating Systems + +#### Chrome OS + + - **(2023)** [Linux on Chrome OS, sometimes called Crostini 🌟](https://chromeos.dev/en/linux) [N/A CONTENT] [COMMUNITY-TOOL] — Documentation on Crostini, the native Linux container ecosystem on ChromeOS. Enables execution of heavy developer tooling, full-scale IDEs, compilers, and container runtimes (Docker) on lightweight Chrome hardware. +### Productivity + +#### Community Resource + + - **(2026)** [**freecodecamp.org: VS Code Extensions That'll Boost Your Development Productivity' 🌟**](https://www.freecodecamp.org/news/vs-code-extensions-to-boost-your-development-productivity) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — A compiled developer resource listing standard VS Code extensions that optimize local productivity and minimize development friction. The guide serves as a solid starting point for configure environments suitable for modern software engineering. + - **(2026)** [freecodecamp.org: Increase Your VS Code Productivity](https://www.freecodecamp.org/news/increase-your-vs-code-productivity) 🌟🌟🌟 [COMMUNITY-TOOL] — Blog outlining critical keyboard shortcuts, configuration profiles, and tools inside VS Code. Helps developers build efficient engineering workflows for local and cloud environments. + - **(2026)** [blog.logrocket.com: Top 10 VS Code extensions for 2021](https://blog.logrocket.com/top-10-vs-code-extensions-2021) 🌟🌟🌟 [COMMUNITY-TOOL] — Retrospective review of key VS Code extensions from 2021. Offers context on how tooling has transitioned from simple local execution helpers to advanced cloud-integrated platforms. + - **(2026)** [dev.to: VS Code extensions to increase your Productivity](https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb) 🌟🌟🌟 [COMMUNITY-TOOL] — Community-curated resource listing standard extensions designed to minimize cognitive overhead and speed up microservice coding loops. +### Release Updates + +#### Microsoft (1) + + - **(2023)** [VS Code February 2023 Release Highlights (v1.76)](https://www.youtube.com/shorts/hdmaP4ibJ4I) [N/A CONTENT] [COMMUNITY-TOOL] — Overview of features added in VS Code v1.76, including improvements to active terminal profiles, visual profile configurations, and keybinding adjustments. + - **(2023)** [April 2023 Release Highlights - Profile Templates](https://www.youtube.com/shorts/ToGRhGvo62k) [N/A CONTENT] [COMMUNITY-TOOL] — Showcases the release of profile templates, providing predefined setups for Python, Java, Node, and Web developers in VS Code. +### Version Control (2) + +#### VS Code Tooling (12) + + - **(2026)** [**Local History**](https://marketplace.visualstudio.com/items?itemName=xyz.local-history) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Maintains an independent local timeline of file changes, acting as a fallback when code modifications have not yet been committed to Git. This local safety net helps prevent accidental data loss during local refactoring. ## Development Environments ### Cloud IDEs @@ -218,7 +438,7 @@ #### IaC - **(2024)** [techcommunity.microsoft.com: Unleashing GitHub Copilot for Infrastructure as Code (powershell, terraform, etc)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/unleashing-github-copilot-for-infrastructure-as-code/4124031) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — Explores how AI pair programmers like GitHub Copilot can be leveraged to draft secure and high-quality Infrastructure as Code templates, specializing in Terraform, PowerShell, and ARM templates. -### VS Code (1) +### VS Code (2) #### AI Assistance (1) @@ -230,7 +450,7 @@ - **(2022)** [GitHub Actions 🌟](https://marketplace.visualstudio.com/items?itemName=github.vscode-github-actions) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — The official GitHub Actions extension for VS Code, enabling developers to build, validate, monitor, and run CI/CD workflows natively within the IDE with real-time log streaming. - **(2019)** [GitLab Workflow](https://marketplace.visualstudio.com/items?itemName=gitlab.gitlab-workflow) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Integrates GitLab's merge requests, issues, and CI/CD pipelines directly into VS Code, allowing platform engineers to monitor CI statuses and conduct code reviews seamlessly inside the workspace. -#### Collaboration +#### Collaboration (1) - **(2018)** [github.blog: VS Code: Now creating pull requests 🌟](https://github.blog/news-insights/product-news/create-pull-requests-in-vscode) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — Highlights the native evolution of the GitHub Pull Requests and Issues extension, allowing developers to create, review, comment, and merge pull requests directly within the editor workspace to minimize context switching. #### Customization @@ -254,7 +474,7 @@ #### Language Servers - **(2021)** [blog.golang.org: Gopls on by default in the VS Code Go extension](https://go.dev/blog/gopls-vscode-go) [GO CONTENT] [COMMUNITY-TOOL] — Announces the standard integration of Gopls, the official Go language server, into the VS Code Go extension, ensuring native refactoring, precise definition hopping, and autocompletion for Go developers. -#### Productivity +#### Productivity (1) - **(2024)** [How to be a professional (un)wrapper #vscode #programmingtools #coding](https://www.youtube.com/shorts/yuzKp_KsGIk?si=ooaqRJzW2cmf6Z2M) [COMMUNITY-TOOL] — Explores shortcut combinations in VS Code to efficiently wrap and unwrap block tags and brackets, improving the speed of drafting and editing structured YAML or JSON templates. - **(2020)** [dev.to: Visual Studio Code - Tips & Tricks - Command Palette and its friends](https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-command-palette-and-its-friends-2bhi) [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A structural guide detailing productivity hacks with VS Code's Command Palette (Ctrl+Shift+P) and keybindings, designed to facilitate fast search, configuration changes, and command executions for power users. @@ -267,23 +487,81 @@ #### Serverless Debugging - **(2021)** [serverless-stack.com: How to debug Lambda functions with Visual Studio Code](https://guide.sst.dev/examples/how-to-debug-lambda-functions-with-visual-studio-code.html) [TYPESCRIPT CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This guide explains how to leverage the SST (Serverless Stack) framework in VS Code to live-debug AWS Lambda functions locally. It enables breakpoints and live state evaluation against real AWS services without redeploying. -#### Version Control +#### Version Control (3) - **(2015)** [Using Version Control in VS Code](https://code.visualstudio.com/docs/sourcecontrol/overview) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — The official guide detailing VS Code's native source control integration, enabling developers to execute Git workflows directly within the editor. It covers staging, committing, branching, and resolving merge conflicts without switching to an external terminal. -## Kubernetes +## Documentation (3) + +### Developer Tooling + +#### IDE Platforms + + - **(2026)** [code.visualstudio.com: Visual Studio Code](https://code.visualstudio.com) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — VS Code stands as the preeminent local-to-cloud development environment, offering comprehensive extensibility for managing containerized applications and cloud infrastructure. By integrating terminal shells, GitOps pipelines, and YAML linting directly into the UI, it accelerates standard development workflows. It is the core platform around which modern cloud-native developer environments are built. + - **(2026)** [vscode.github.com: GitHub and Visual Studio Code 🌟](https://vscode.github.com) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — The GitHub integration for VS Code provides seamless connection to remote source control hosts, automated testing pipelines, and real-time pull request reviews. It bridges the developer's local coding workspace directly with collaborative version control and continuous integration systems. Platform engineers use this integrated workflow to execute continuous GitOps deployments directly from their workspace. +#### IDE Troubleshooting + + - **(2026)** [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) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This troubleshooting guide addresses common extension loading failures in VS Code, specifically resolving Git integration issues within WSL environments. It provides developers with step-by-step solutions to fix filesystem access problems, path discrepancies, and workspace synchronization errors. Applying these recommendations restores full extension compatibility inside hybrid developer environments. +#### Web Debugging + + - **(2026)** [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) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This reference Gist documents configurations and methods for integrating Edge browser tools and frontend debuggers directly inside the VS Code editor. It enables developers to debug application user interfaces, run JavaScript profiles, and inspect network requests without leaving their IDE. This configuration streamlines development workflows when creating microservice management dashboards. +## Engineering Productivity + +### Architecture Documentation + +#### VS Code Tooling (13) + + - **(2026)** [==Draw.io Integration==](https://marketplace.visualstudio.com/items?itemName=hediet.vscode-drawio) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Embeds a Draw.io editor directly inside VS Code, allowing users to store diagrams as XML, SVG, or PNG inside project repositories. It supports a 'Diagrams as Code' methodology, aligning software design documents directly with git commit histories. +## Frontend Development + +### Local Server + +#### VS Code Tooling (14) + + - **(2026)** [**Live Server:**](https://marketplace.visualstudio.com/items?itemName=ritwickdey.LiveServer) [JAVASCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Launches a local development server with live reload capability for static and dynamic frontend web pages. Ideal for rapid prototyping and mock integrations. However, in enterprise microservices, developers typically rely on reverse proxies or HMR-integrated bundlers for local testing. +### React Utility + +#### VS Code Tooling (15) + + - **(2026)** [React Pure To Class](https://marketplace.visualstudio.com/items?itemName=angryobject.react-pure-to-class-vscode) [TYPESCRIPT CONTENT] 🌟🌟 [LEGACY] — Converts pure functional React components to class-based components. With the widespread adoption of Hooks and functional architectures in modern UI development, this tool has become a legacy helper primarily used for maintaining older web codebases. +## Kubernetes (2) ### Developer Experience #### Web Console - **(2020)** [openshift.com: Visual Web Terminal - A Turbocharged Command Line for Kubernetes and OpenShift](https://www.redhat.com/en/blog/visual-web-terminal-a-turbocharged-command-line-for-kubernetes-and-openshift) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — Introduces Red Hat's Visual Web Terminal, combining standard CLI controls with graphical elements for OpenShift. It maps cluster payloads dynamically to decrease complex command cognitive loads. +## Learning Resources + +### Tutorials + +#### IDE Platforms (1) + + - **(2026)** [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) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — This introductory tutorial provides developers with a step-by-step onboarding guide to master the VS Code environment, emphasizing performance tuning and shortcut configurations. It simplifies the setup of extension ecosystems, debugging configurations, and integrated terminal sessions. The resource acts as an essential bootstrapper for engineers preparing for complex, cloud-native development. ## Software Engineering -### Python +### API Testing (1) + +#### VS Code Tooling (16) + + - **(2026)** [**dev.to: Thunder Client - Http Client Extension for VS Code**](https://dev.to/ranga_vadhineni/thunder-client-http-client-extension-for-vs-code-30i9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Explores Thunder Client, a lightweight, rapid rest API client integrated natively into VS Code. Offers a fast local alternative to bulky testing platforms like Postman. +### Databases + +#### NoSQL + + - **(2026)** [**MongoDB for VS Code**](https://marketplace.visualstudio.com/items?itemName=mongodb.mongodb-vscode) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Explores, queries, and modifies MongoDB data collections natively without leaving the editor. Essential tool for developers writing and verifying backend microservices backed by document stores. +#### ORM and Tools + + - **(2026)** [==prisma.io: Improving the Prisma Visual Studio Code Extension with WebAssembly' 🌟==](https://www.prisma.io/blog/vscode-extension-prisma-rust-webassembly) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A deep dive explaining the compilation of Prisma's core engine to WebAssembly to optimize VS Code schema analysis and validation. It demonstrates how WASM can be used to improve tool startup performance and runtime efficiency. +### Python (3) #### Static Analysis - **(2025)** [==Ruff==](https://github.com/astral-sh/ruff) ⭐ 47967 [RUST CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Curator Insight introduces Ruff as an extremely fast Python linter and formatter written in Rust. Live Grounding confirms Ruff is a de facto industry standard, dramatically lowering CI run times by replacing several older style checkers with a single compiled utility. +### Testing + +#### Unit Testing + + - **(2026)** [**Jest**](https://marketplace.visualstudio.com/items?itemName=Orta.vscode-jest) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Integrates Jest unit testing workflows directly into the editor. It offers real-time inline test failures, active watch mode triggers, and visual coverage reports. This setup simplifies local feedback loops for enterprise microservices developed in TypeScript or JavaScript. --- 💡 **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) diff --git a/v2-docs/yaml.md b/v2-docs/yaml.md index 412363ff..35235030 100644 --- a/v2-docs/yaml.md +++ b/v2-docs/yaml.md @@ -25,8 +25,6 @@ - [medium.com/@jonathan_37674: How to validate Kubernetes YAML files? | ARMO](https://medium.com/@jonathan_37674/how-to-validate-kubernetes-yaml-files-armo-e45dd006d633) [COMMUNITY-TOOL] - [ketch: Getting Started](https://learn.theketch.io/docs/getting-started) [COMMUNITY-TOOL] - [base64encode.org](https://www.base64encode.org) [COMMUNITY-TOOL] - - [Polaris](https://github.com/FairwindsOps/polaris) ⭐ 3367 [ENTERPRISE-STABLE] - - [arttor/helmify](https://github.com/arttor/helmify) ⭐ 1738 [COMMUNITY-TOOL] ## Cloud Native Operations @@ -185,6 +183,13 @@ #### Visualizers - **(2025)** [jsoncrack.com: JSON Crack 🌟🌟](https://jsoncrack.com) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] — An interactive data visualization platform that constructs graph representations of nested JSON schemas. Helps platform engineers conceptualize structural relationships and analyze nested configurations in high-density graphs. +## GitOps and Configuration + +### Helm Chart Generation + +#### Migration Tools + + - **(2021)** [arttor/helmify](https://github.com/arttor/helmify) ⭐ 1738 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An automation utility that converts standard declarative Kubernetes manifests directly into valid, paramaterized Helm charts. It simplifies migrations and accelerates the distribution setup of packaged deployments. ## Infrastructure as Code ### Ansible @@ -192,6 +197,13 @@ #### YAML Syntax (1) - **(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) [YAML CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Official Ansible documentation showing how playbooks use YAML anchors and aliases. It demonstrates how to share variable lists, task setups, and connection settings across playbooks. This is a core best practice for maintaining massive infrastructure inventories. +## Networking and Security + +### Security Compliance + +#### Config Validation + + - **(2026)** [==Polaris==](https://github.com/FairwindsOps/polaris) ⭐ 3367 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A widely adopted configuration validation engine designed to audit Kubernetes manifests, charts, and running pods against dozens of best practices. Identifies issues including lack of resource limits, security context issues, and networking misconfigurations. ## Platform Engineering ### Kubernetes Manifests