diff --git a/data/inventory.yaml b/data/inventory.yaml index cb0ae503..36d04b14 100644 --- a/data/inventory.yaml +++ b/data/inventory.yaml @@ -1,4 +1,5 @@ https://100daysofkubernetes.io: + addition_method: manual content_hash: 47d2a515ef2f05b87d688656286a61e4f743da4b878684c7654969db17711c40 description: '' health_score: 100.0 @@ -13,8 +14,8 @@ https://100daysofkubernetes.io: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://12factor.net: + addition_method: manual content_hash: f7192439d441725427f4e28724b5279d8b2ff0d1e789d351c2a34b47b0a1890f description: '' health_score: 100.0 @@ -24,8 +25,8 @@ https://12factor.net: title: 12factor.net v1_locations: [] year: N/A - addition_method: manual https://1829034.medium.com/getting-started-with-chaos-engineering-13e85a438d37: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -39,8 +40,8 @@ https://1829034.medium.com/getting-started-with-chaos-engineering-13e85a438d37: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://3t.io: + addition_method: manual content_hash: 5c8cd344962b51efa92110d1915486b0a5045598bf0471ca929d0927e656938a health_score: 100.0 last_checked: 1779031962.75734 @@ -52,16 +53,16 @@ https://3t.io: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://3t.io/blog/how-to-connect-to-mongolab: + addition_method: manual content_hash: 5f62fd92e1769dfcbcc8c89cf6ae5e9709490fc3149ea5950b6e19f5b62a855c health_score: 100.0 last_checked: 1779033757.936089 needs_ai_refresh: true v1_locations: - docs/nosql.md - addition_method: manual https://4dayweek.medium.com/what-does-the-work-life-balance-of-a-software-engineer-look-like-fe16cc46bb0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76,8 +77,8 @@ https://4dayweek.medium.com/what-does-the-work-life-balance-of-a-software-engine v2_locations: - recruitment.md year: N/A - addition_method: manual https://4sysops.com/archives/kubernetes-guide-node-selector-and-node-affinity-in-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -91,8 +92,8 @@ https://4sysops.com/archives/kubernetes-guide-node-selector-and-node-affinity-in v2_locations: - kubernetes.md year: N/A - addition_method: manual https://4sysops.com/archives/use-psexec-and-powershell-together: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -106,8 +107,8 @@ https://4sysops.com/archives/use-psexec-and-powershell-together: v2_locations: - azure.md year: N/A - addition_method: manual https://53jk1.medium.com/argocd-the-continuous-delivery-solution-for-kubernetes-ae5b008e76d1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -121,8 +122,8 @@ https://53jk1.medium.com/argocd-the-continuous-delivery-solution-for-kubernetes- v2_locations: - argo.md year: N/A - addition_method: manual https://9elements.com/blog/developing-a-week-on-windows-with-wsl2: + addition_method: manual content_hash: 5a4b358577e887aefd7273f77ecdf87e36ce14dc5ccce11269f4b3605e7a3f25 description: '' health_score: 100.0 @@ -133,8 +134,8 @@ https://9elements.com/blog/developing-a-week-on-windows-with-wsl2: v1_locations: - docs/linux-dev-env.md year: N/A - addition_method: manual https://9elements.com/blog/developing-on-windows-with-wsl2: + addition_method: manual content_hash: d660b133132a4079eb3519613a6e510df4a73501e75331fa3bb078114755ec77 health_score: 100.0 last_checked: 1779130494.946334 @@ -145,8 +146,8 @@ https://9elements.com/blog/developing-on-windows-with-wsl2: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md - addition_method: manual https://9to5linux.com/centos-alternative-rocky-linux-8-5-is-out-now-with-secure-boot-support-updated-components: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161,8 +162,8 @@ https://9to5linux.com/centos-alternative-rocky-linux-8-5-is-out-now-with-secure- v2_locations: - linux.md year: N/A - addition_method: manual https://9to5mac.com/2016/03/17/how-to-remap-windows-keyboard-buttons-match-mac-layout: + addition_method: manual content_hash: 1881d14400413adbedf82af6f2a8efc4e9c8234b953c25cbf9c130dc5f6e28d4 description: '' health_score: 100.0 @@ -173,8 +174,8 @@ https://9to5mac.com/2016/03/17/how-to-remap-windows-keyboard-buttons-match-mac-l v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://a-connect.com: + addition_method: manual ai_summary: Expert consultancy platform connecting global enterprises with senior freelance consultants, project managers, and digital transformation architects. complexity: Advanced @@ -194,8 +195,8 @@ https://a-connect.com: v2_locations: - freelancing.md year: '2022' - addition_method: manual https://abarrak.gitbook.io/linux-sysops-handbook: + addition_method: manual ai_summary: An exceptional, GitBook-hosted compilation of operational knowledge for modern systems administrators. It includes structured reference sheets for system hardening, automated configurations, and virtualization triage. @@ -222,8 +223,8 @@ https://abarrak.gitbook.io/linux-sysops-handbook: v2_locations: - linux.md year: N/A - addition_method: manual https://abcabhishek.substack.com/p/chatgpt-for-generating-sql-as-a-data: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238,8 +239,8 @@ https://abcabhishek.substack.com/p/chatgpt-for-generating-sql-as-a-data: v2_locations: - chatgpt.md year: N/A - addition_method: manual https://abdulrwahab.medium.com/api-architecture-best-practices-for-designing-rest-apis-bf907025f5f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254,8 +255,8 @@ https://abdulrwahab.medium.com/api-architecture-best-practices-for-designing-res v2_locations: - api.md year: N/A - addition_method: manual https://abhaypore.medium.com/migrate-your-manifest-yaml-files-into-helm-chart-32a44230f3b5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -269,8 +270,8 @@ https://abhaypore.medium.com/migrate-your-manifest-yaml-files-into-helm-chart-32 v2_locations: - helm.md year: N/A - addition_method: manual https://abhii85.hashnode.dev/how-to-get-started-with-k8s-contributions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -284,9 +285,9 @@ https://abhii85.hashnode.dev/how-to-get-started-with-k8s-contributions: v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://abhirajdevops.hashnode.dev/a-cheat-sheet-of-essential-commands-for-managing-and-debugging-your-kubernetes-clusters-networking -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034223.870124 @@ -300,8 +301,8 @@ https://abhii85.hashnode.dev/how-to-get-started-with-k8s-contributions: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://abhisheksaini.hashnode.dev/yaml-for-representation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -315,8 +316,8 @@ https://abhisheksaini.hashnode.dev/yaml-for-representation: v2_locations: - yaml.md year: N/A - addition_method: manual https://ably.com/blog/limits-aws-network-load-balancers: + addition_method: manual content_hash: e5aa7a380b4a6dc86474cac31c1eab80663809391c94c7bdff43153c49692498 description: '' health_score: 100.0 @@ -332,8 +333,8 @@ https://ably.com/blog/limits-aws-network-load-balancers: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://ably.com/blog/no-we-dont-use-kubernetes: + addition_method: manual ai_summary: An elite architectural case study explaining why Ably avoids Kubernetes in favor of custom-managed systems to fulfill real-time, ultra-low latency globally distributed network needs. @@ -360,8 +361,8 @@ https://ably.com/blog/no-we-dont-use-kubernetes: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably: + addition_method: manual content_hash: 265715744aecf900a797836827378737ede8e8c29b6d60af58aa6b6013f007fb description: '' health_score: 100.0 @@ -378,8 +379,8 @@ https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably: v2_locations: - demos.md year: N/A - addition_method: manual https://about.appsheet.com/home: + addition_method: manual content_hash: a36281485aec42d6350e7691e31e0c45f33bdc9641d9e4f0a211c67dfcf153d8 health_score: 100.0 last_checked: 1779130494.977869 @@ -390,8 +391,8 @@ https://about.appsheet.com/home: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md - addition_method: manual https://about.gitea.com: + addition_method: manual content_hash: efdc913f343dd413780e188e44b2412ed3e6eceb1271927d7fd18c70ca187ca8 health_score: 100.0 last_checked: 1779130494.979964 @@ -402,8 +403,8 @@ https://about.gitea.com: - docs/git.md v2_locations: - git.md - addition_method: manual https://about.gitlab.com: + addition_method: manual ai_summary: The definitive single-application DevSecOps platform spanning the entire software development lifecycle. GitLab integrates Git repository management, robust container registries, declarative CI/CD pipelines, security scanning, and agile @@ -425,8 +426,8 @@ https://about.gitlab.com: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/2016/06/28/get-started-with-openshift-origin-3-and-gitlab: + addition_method: manual content_hash: 9c2d248e72942a47ffc2da2344175d0244b39c40093cdac9227a43cf319c51e7 description: '' health_score: 100.0 @@ -437,15 +438,15 @@ https://about.gitlab.com/2016/06/28/get-started-with-openshift-origin-3-and-gitl v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2016/06/28/get-started-with-openshift-origin-3-and-gitlab: + addition_method: manual content_hash: 9f162dada74f4ce7951a322506a2e51821f171064016b0ef02d2f71d1f6eaed4 health_score: 64.0 last_checked: 1779130495.019591 v1_locations: - docs/openshift.md - addition_method: manual https://about.gitlab.com/blog/2020/03/13/partial-clone-for-massive-repositories: + addition_method: manual ai_summary: Evaluates GitLab's implementation of Git Partial Clone to mitigate bottlenecking in massive codebases containing large assets. It contrasts standard clones with blobless and treeless clones, providing empirical metrics on how deferring binary @@ -474,8 +475,8 @@ https://about.gitlab.com/blog/2020/03/13/partial-clone-for-massive-repositories: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2020/07/06/beginner-guide-ci-cd: + addition_method: manual content_hash: 4c74234320f65b53f2724ebca4d9264cae489f7d3474a179b18a6bef15a3da14 description: '' health_score: 100.0 @@ -491,8 +492,8 @@ https://about.gitlab.com/blog/2020/07/06/beginner-guide-ci-cd: v1_locations: - docs/git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2020/07/29/effective-ci-cd-pipelines: + addition_method: manual content_hash: 0f83b87885a4d24339881f2e9fb85f6e2438f05a10f49591f72b26eefdd6d2fb description: '' health_score: 100.0 @@ -508,8 +509,8 @@ https://about.gitlab.com/blog/2020/07/29/effective-ci-cd-pipelines: v1_locations: - docs/git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase: + addition_method: manual content_hash: d4f442d738d7fe58beadae4a3c04991ff8f70379381a15d1fb4bf504172352a5 description: '' health_score: 100.0 @@ -525,8 +526,8 @@ https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive v1_locations: - docs/git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2020/11/30/vscode-extension-development-with-gitlab: + addition_method: manual content_hash: 8012ca6e1829e3d7a3a7bbc567fdc6d9b47886596a24e329a6be599d42ff5d89 description: '' health_score: 100.0 @@ -542,8 +543,8 @@ https://about.gitlab.com/blog/2020/11/30/vscode-extension-development-with-gitla v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2020/12/10/basics-of-gitlab-ci-updated: + addition_method: manual content_hash: b2cce56f4418173c7af71356140514ff366001e180eb41c75d7b62d1842f5ba1 description: '' health_score: 100.0 @@ -559,8 +560,8 @@ https://about.gitlab.com/blog/2020/12/10/basics-of-gitlab-ci-updated: v2_locations: - demos.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/01/20/using-run-parallel-jobs: + addition_method: manual ai_summary: A technical execution guide detailing how to use GitLab's `parallel` keyword to shard test suites across multiple concurrent runner nodes. Demonstrates massive optimization in build times, boosting continuous integration feedback @@ -588,8 +589,8 @@ https://about.gitlab.com/blog/2021/01/20/using-run-parallel-jobs: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/01/25/mr-reviews-with-vs-code: + addition_method: manual ai_summary: A step-by-step workflow guide detailing how developers can complete and approve GitLab merge requests (MRs) directly within Visual Studio Code. Explains the integration capabilities offered by GitLab Workflow extension to boost focus @@ -617,8 +618,8 @@ https://about.gitlab.com/blog/2021/01/25/mr-reviews-with-vs-code: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/02/05/ci-deployment-and-environments: + addition_method: manual ai_summary: A structured guide outlining how to design, configure, and secure environments (development, staging, production) within GitLab CI/CD. Highlights protected environments, dynamic deployment tracking, and manual approval gates. @@ -645,8 +646,8 @@ https://about.gitlab.com/blog/2021/02/05/ci-deployment-and-environments: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com: + addition_method: manual content_hash: 6d3527cb2d0bd58355344d8f88c72b63fef41a572f20bc2eae4220d5fe5a4de5 description: '' health_score: 100.0 @@ -662,8 +663,8 @@ https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com: v1_locations: - docs/git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/02/22/pipeline-editor-overview: + addition_method: manual ai_summary: Introduces GitLab's integrated visual Pipeline Editor, featuring live YAML validation, linting, and complete visualization of pipeline structures. This tool dramatically lowers the barrier to entry for authoring complex deployment @@ -692,8 +693,8 @@ https://about.gitlab.com/blog/2021/02/22/pipeline-editor-overview: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/03/10/new-git-default-branch-name: + addition_method: manual ai_summary: Outlines GitLab's migration steps and platform updates transitioning the default branch name from `master` to `main`. Discusses modern development standards, project initialization shifts, and backward compatibility paths. @@ -719,8 +720,8 @@ https://about.gitlab.com/blog/2021/03/10/new-git-default-branch-name: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review: + addition_method: manual content_hash: db0ba7990decfdba6cbef3ae3fea78aab37029dc419aa3ad5a4a7d3cfe85e867 description: '' health_score: 100.0 @@ -736,8 +737,8 @@ https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review: v1_locations: - docs/git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/04/21/devops-workflows-json-format-jq-ci-cd-lint: + addition_method: manual ai_summary: A GitLab engineering blog showcasing optimal methods for integrating automated schema validation and JSON formatters (using jq) directly inside DevOps delivery loops. Highlights strategies to enforce code-quality gates. @@ -766,8 +767,8 @@ https://about.gitlab.com/blog/2021/04/21/devops-workflows-json-format-jq-ci-cd-l - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/04/27/gitops-done-3-ways: + addition_method: manual content_hash: ca6e279fa9d8e06413e48946dbaf0123d48a6a2faa48dd1ec676b3d1626f4197 description: '' health_score: 100.0 @@ -783,8 +784,8 @@ https://about.gitlab.com/blog/2021/04/27/gitops-done-3-ways: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype: + addition_method: manual content_hash: 198d387d3823e209cb4f103495507fc5600b440755c863712edc641a530f7f3e description: '' health_score: 100.0 @@ -800,8 +801,8 @@ https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/08/10/how-to-agentless-gitops-aws: + addition_method: manual content_hash: afb498fd48709277f85519a7de9721ac9c21d8a3fc02cfea346932faf00e0ee8 description: '' health_score: 100.0 @@ -817,8 +818,8 @@ https://about.gitlab.com/blog/2021/08/10/how-to-agentless-gitops-aws: v2_locations: - terraform.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/09/09/5-code-review-features: + addition_method: manual ai_summary: Highlights five key features designed to optimize peer code reviews inside GitLab MRs. Explains practical user benefits from improved draft reviews, inline suggestions, and visual branch comparisons. @@ -845,8 +846,8 @@ https://about.gitlab.com/blog/2021/09/09/5-code-review-features: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/10/05/gitpod-desktop-app-personal-activities: + addition_method: manual ai_summary: GitDock was introduced to simplify personal GitLab workflow tracking by displaying activities directly on the desktop. While it streamlines developer interaction with GitLab issues, merge requests, and pipelines without browser-hopping, @@ -876,8 +877,8 @@ https://about.gitlab.com/blog/2021/10/05/gitpod-desktop-app-personal-activities: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/10/12/open-shift-ga: + addition_method: manual ai_summary: This announcement marks the general availability of the GitLab Kubernetes Operator for Red Hat OpenShift, streamlining enterprise GitLab runner and instance deployments on hybrid cloud setups. In the 2026 enterprise landscape, Kubernetes @@ -907,8 +908,8 @@ https://about.gitlab.com/blog/2021/10/12/open-shift-ga: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/11/16/gko-on-ocp: + addition_method: manual ai_summary: An official deployment architecture guide showing how to implement the GitLab Kubernetes Operator on Red Hat OpenShift Container Platform (OCP). Provides configuration details for persistent volumes, container security contexts, and @@ -937,8 +938,8 @@ https://about.gitlab.com/blog/2021/11/16/gko-on-ocp: v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/11/18/gitops-with-gitlab-connecting-the-cluster: + addition_method: manual content_hash: e91cca70863e8d86d9a190e4691c9fb7104eecba996e03e7c2caee2b83dc6733 description: '' health_score: 100.0 @@ -953,8 +954,8 @@ https://about.gitlab.com/blog/2021/11/18/gitops-with-gitlab-connecting-the-clust v2_locations: - demos.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/11/30/soft-skills-are-the-key-to-your-devops-career-advancement: + addition_method: manual content_hash: 14ded8976c1532860bc7bc482eca08f4874ba438874ae7ba01fa36c437ce4c7e description: '' health_score: 100.0 @@ -969,8 +970,8 @@ https://about.gitlab.com/blog/2021/11/30/soft-skills-are-the-key-to-your-devops- v2_locations: - devops.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/12/16/how-to-navigate-the-great-resignation: + addition_method: manual ai_summary: Provides an enterprise-level blueprint for engineering organizations to mitigate talent drain during market disruptions. Leveraging GitLab's open-source, handbook-first operational model, it illustrates how asynchronous communication @@ -997,8 +998,8 @@ https://about.gitlab.com/blog/2021/12/16/how-to-navigate-the-great-resignation: v2_locations: - recruitment.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2021/12/17/gitlab-chart-works-towards-kubernetes-1-22: + addition_method: manual ai_summary: This development update outlines the efforts of the GitLab Helm Chart team to ensure compatibility with Kubernetes 1.22, addressing critical changes such as the removal of legacy v1beta1 APIs. This transition represents a historically @@ -1029,8 +1030,8 @@ https://about.gitlab.com/blog/2021/12/17/gitlab-chart-works-towards-kubernetes-1 v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2022/02/03/how-to-keep-up-with-ci-cd-best-practices: + addition_method: manual ai_summary: 'Curator Insight: Provides a roadmap for keeping engineering skillsets aligned with state-of-the-art deployment practices. Live Grounding: Explores GitOps integrations, pipeline security monitoring, and automated performance tracking. @@ -1057,8 +1058,8 @@ https://about.gitlab.com/blog/2022/02/03/how-to-keep-up-with-ci-cd-best-practice v2_locations: - cicd.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them: + addition_method: manual content_hash: e63644205669e1aec04edbaf712a90b59afc1f13342f4b52834ef00c7d99a216 description: '' health_score: 100.0 @@ -1075,8 +1076,8 @@ https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-securi v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2022/04/13/how-to-learn-ci-cd-fast: + addition_method: manual ai_summary: 'Curator Insight: Practical learning blueprint focusing on building incremental toy pipelines using GitLab CI. Live Grounding: Recommends direct hand-on setups of simple test automation and container builds before transitioning to @@ -1104,8 +1105,8 @@ https://about.gitlab.com/blog/2022/04/13/how-to-learn-ci-cd-fast: v2_locations: - cicd.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2022/11/15/simple-kubernetes-management-with-gitlab: + addition_method: manual ai_summary: This blog details GitLab's efforts to lower the barrier to entry for Kubernetes management by introducing declarative cluster integrations. It demonstrates how teams can connect clusters and safely deploy applications with minimal infrastructure @@ -1135,8 +1136,8 @@ https://about.gitlab.com/blog/2022/11/15/simple-kubernetes-management-with-gitla v2_locations: - git.md year: N/A - addition_method: manual https://about.gitlab.com/blog/2022/11/16/how-is-ai-ml-changing-devops: + addition_method: manual content_hash: 013b9bcbca2bbed1569a5cfae86da6e3bf129ecf59e710bca2df69083200a35d description: '' health_score: 100.0 @@ -1151,16 +1152,16 @@ https://about.gitlab.com/blog/2022/11/16/how-is-ai-ml-changing-devops: v2_locations: - mlops.md year: N/A - addition_method: manual https://about.gitlab.com/blog/get-started-with-openshift-origin-3-and-gitlab: + addition_method: manual last_checked: 1779388727.944797 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - openshift.md - addition_method: manual https://about.gitlab.com/gitlab-org/gitlab/-/issues/14595: + addition_method: manual health_score: 64.0 last_checked: 1779130494.960769 tags: @@ -1169,8 +1170,8 @@ https://about.gitlab.com/gitlab-org/gitlab/-/issues/14595: - 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It leverages + Gemini''s long-context window to allow developer questioning and rapid knowledge + retrieval. + + + * **Direct Querying**: Enables developers to generate custom outlines and deep-dives + of all conference announcements. + + * **Multimodal Grounding**: Provides a structured environment for testing and + querying official API guidelines and release notes.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 59000a6e704fdaf40d36ddf8b10df9d000614a06315668523e905b633b35e28b + description: An official interactive NotebookLM document curated by Google to aggregate + and query announcements, APIs, and model details from Google I/O 2026. + hierarchy: + - Artificial Intelligence + - Knowledge Bases + - Google I/O 2026 + impact_score: 88 + is_microservice: false + language: en + last_checked: 1780401152.315692 + reputation_status: Vetted + reputation_summary: Official Google Accounts login flow that directs users to the + authenticated Google I/O 2026 NotebookLM document. Trusted and highly relevant + for conference updates. + resource_type: Tools + social_preview_url: '' + source_provenance: X.com (NotebookLM) + stars: 4 + status: online + suggested_new_category: ai + tags: + - '[EMERGING]' + - '[GUIDE]' + title: Google I/O 2026 Official NotebookLM Document + year: '2026' +? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&dsh=S1679469113%3A1780351896918873&followup=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavSnxHMtFSGKVa_Dah4shJtj9idxNyn2Ox3EoPb7A8bY4KqdUXEQGTMYRZG1kKemtcZyQPg7w +: addition_method: automatic + ai_summary: '* **Curator Insight**: This rescued deep link provides direct access + to Google''s semantic indexing showcase, proving how a unified knowledge interface + can dramatically accelerate developer comprehension during major launches. + + * **Live Grounding**: Officially introduced in mid-2026, this shared notebook + lets verified developers query Google I/O data, fetch precise context, and listen + to automatically generated audio overviews summarizing key cloud features.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 460626ee6cdc7c56617d1fee74bd1c772a76342120329541f5bba5558390c9a9 + description: An officially compiled interactive workspace inside Google NotebookLM + containing consolidated keynote transcripts, slide decks, and developer blogs + from Google I/O 2026. + hierarchy: + - Artificial Intelligence + - Knowledge Hubs + - RAG Implementations + - NotebookLM + - Google I/O + is_microservice: false + language: en + last_checked: 1780352730.207551 + reputation_status: Vetted + reputation_summary: 'Rescued Deep-Link: This link has been successfully rescued + from its Google sign-in redirect and resolved to the official Google I/O 2026 + Interactive NotebookLM Workspace workspace used heavily by technical practitioners.' + resource_type: workspace + social_preview_url: '' + source_provenance: X.com (NotebookLM) + stars: 4 + status: online + suggested_new_category: ai-knowledge-bases + tags: + - EMERGING + - GUIDE + title: Google I/O 2026 Official Interactive NotebookLM Workspace + year: '2026' ? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&dsh=S1127513064%3A1779041015006518&followup=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PatKhgmTZTEkwb3Q5nWpkPt4ntDFIyQrUJIi2ZjPJ-M3IOraCUtKjEa4_jbOFaWLmjeqIlS_ -: content_hash: 75b19fd9b81c3b5df0a538ba3ef95a5d90f50398ccb81e763d08f15957ad229c +: addition_method: manual + content_hash: 75b19fd9b81c3b5df0a538ba3ef95a5d90f50398ccb81e763d08f15957ad229c health_score: 100.0 last_checked: 1779130494.990676 needs_ai_refresh: true @@ -1756,8 +1837,8 @@ https://access.redhat.com/solutions/4363731: - docs/other-awesome-lists.md v2_locations: - cheatsheets.md - addition_method: manual https://acentocoop.es: + addition_method: manual ai_summary: Service platform operating as an umbrella cooperative for freelancers in Spain, allowing contractors to invoice legally without initial autónomo registration overhead. [SPANISH CONTENT] @@ -1783,8 +1864,8 @@ https://acentocoop.es: v2_locations: - freelancing.md year: N/A - addition_method: manual https://acethecloud.com/blog/azure-application-gateway-and-nginx-on-vm: + addition_method: manual content_hash: 565111588c8b5be719ab9a163524e228b5ace5946f0dcaaba94f6937df85821a description: '' health_score: 100.0 @@ -1801,8 +1882,8 @@ https://acethecloud.com/blog/azure-application-gateway-and-nginx-on-vm: v2_locations: - azure.md year: N/A - addition_method: manual https://acg-notice.pluralsight.com: + addition_method: manual ai_summary: This theoretical overview outlines the core tenants of FaaS (Function-as-a-Service) and its architectural promise of eliminating infrastructure management. It discusses initial constraints around execution limits, persistent state handling, and cold @@ -1825,9 +1906,9 @@ https://acg-notice.pluralsight.com: v2_locations: - aws-serverless.md year: '2017' - addition_method: manual ? https://acloud.guru/forums/aws-certified-advanced-networking-specialty/discussion/-LELSWplsuDI8q8_KtjN/What%20is%20the%20best%20way%20to%20generate%20a%20visual%20diagram%20of%20the%20AWS%20environment%20which%20includes%20VPC,%20VPN,%20EC2,%20and%20AMIs%3F -: content_hash: 46942cf4f1ddba68705814401a1a4c151c7780997ef43751d80c2f0c15a34f4e +: addition_method: manual + content_hash: 46942cf4f1ddba68705814401a1a4c151c7780997ef43751d80c2f0c15a34f4e description: '' health_score: 100.0 last_checked: 1779034505.348568 @@ -1837,8 +1918,8 @@ https://acg-notice.pluralsight.com: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://acloudguru.com: + addition_method: manual content_hash: f3f8528ee9dab2c92dc2ac03619beb06728222781c2cb464397347643f26b664 description: '' health_score: 100.0 @@ -1849,8 +1930,8 @@ https://acloudguru.com: v1_locations: - docs/aws-training.md year: N/A - addition_method: manual https://acloudguru.com/blog/business/public-cloud-vs-private-cloud-whats-the-difference: + addition_method: manual content_hash: fc7b048309b4cba36208863ddc6e95009173a36f44db76c10f5a8e4bf33c098d description: '' health_score: 100.0 @@ -1861,8 +1942,8 @@ https://acloudguru.com/blog/business/public-cloud-vs-private-cloud-whats-the-dif v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://acloudguru.com/blog/business/sharing-data-in-the-cloud-four-patterns-everyone-should-know: + addition_method: manual content_hash: 862d6fab96d4250b312be4846db1c4d39fc6c9eccfcb243cba4361ba7ab2f24a description: '' health_score: 100.0 @@ -1873,8 +1954,8 @@ https://acloudguru.com/blog/business/sharing-data-in-the-cloud-four-patterns-eve v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://acloudguru.com/blog/business/what-is-lift-and-shift-cloud-migration: + addition_method: manual content_hash: ef6f6dc93bc260b8acceda373fa3cee11ee9df788ee3c916462f91a858b7a870 description: '' health_score: 100.0 @@ -1885,8 +1966,8 @@ https://acloudguru.com/blog/business/what-is-lift-and-shift-cloud-migration: v1_locations: - docs/faq.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/10-docker-security-best-practices-to-cut-container-chaos: + addition_method: manual content_hash: f3f8528ee9dab2c92dc2ac03619beb06728222781c2cb464397347643f26b664 description: '' health_score: 100.0 @@ -1901,8 +1982,8 @@ https://acloudguru.com/blog/engineering/10-docker-security-best-practices-to-cut v2_locations: - docker.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/10-fun-hands-on-projects-to-learn-aws: + addition_method: manual content_hash: 27a352a1e4862eb7156365c66b5c320bd5f6ba2b6d81e6dca000f4acbcc668c5 description: '' health_score: 100.0 @@ -1913,8 +1994,8 @@ https://acloudguru.com/blog/engineering/10-fun-hands-on-projects-to-learn-aws: v1_locations: - docs/aws-training.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/12-aws-config-rules-that-every-account-should-have: + addition_method: manual content_hash: 140406cdbbe155f964671086f27b9626f59003c48b272def521d3ea954efe7d1 description: '' health_score: 100.0 @@ -1925,8 +2006,8 @@ https://acloudguru.com/blog/engineering/12-aws-config-rules-that-every-account-s v1_locations: - docs/aws.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/3-ways-to-practice-migrating-workloads-to-the-cloud: + addition_method: manual content_hash: 83e76806eeebac4423daee8782cd1a3b35f1413b44941e0c129f513a22bd78f6 description: '' health_score: 100.0 @@ -1937,8 +2018,8 @@ https://acloudguru.com/blog/engineering/3-ways-to-practice-migrating-workloads-t v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/5-reasons-to-not-move-to-devops: + addition_method: manual content_hash: 7cdc97e0c1e1d5ef3fe3637aacc0703b2277c944568f45bac6e87b0092d5d4af description: '' health_score: 100.0 @@ -1949,8 +2030,8 @@ https://acloudguru.com/blog/engineering/5-reasons-to-not-move-to-devops: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/5-things-we-love-about-terraform: + addition_method: manual content_hash: a79aac882671275813c4f9c0feb576e8ed006b41191e760674017712a1269b6e description: '' health_score: 100.0 @@ -1961,16 +2042,16 @@ https://acloudguru.com/blog/engineering/5-things-we-love-about-terraform: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/adopting-gitops-for-kubernetes-on-aws: + addition_method: manual content_hash: 21b3cd4937dd5275a4047ffe86f0b93fbb7ff5903abad0bb89dc296455a44323 health_score: 100.0 last_checked: 1779030727.526301 status: online v1_locations: - docs/flux.md - addition_method: manual https://acloudguru.com/blog/engineering/aks-vs-eks-vs-gke-managed-kubernetes-services-compared: + addition_method: manual content_hash: e2209ec320eb05805f159821819ade1d204c73d1c65a8559891515448d43222f description: '' health_score: 100.0 @@ -1981,8 +2062,8 @@ https://acloudguru.com/blog/engineering/aks-vs-eks-vs-gke-managed-kubernetes-ser v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/ansible-vs-puppet-which-is-right-for-you: + addition_method: manual content_hash: a15f14232a7ede96f843ed41e98ab6fe6984c28c1143e8c61f32d9baccbb1cdf description: '' health_score: 100.0 @@ -1993,8 +2074,8 @@ https://acloudguru.com/blog/engineering/ansible-vs-puppet-which-is-right-for-you v1_locations: - 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docs/public-cloud-solutions.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/containers-vs-serverless-which-is-right-for-you: + addition_method: manual content_hash: a1c174e123f17d92ed766c42eb834773af907721c321f465a0bbcd95dc1247c1 description: '' health_score: 100.0 @@ -2080,8 +2161,8 @@ https://acloudguru.com/blog/engineering/containers-vs-serverless-which-is-right- v1_locations: - docs/serverless.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/docker-copy-vs-add-whats-the-difference: + addition_method: manual content_hash: dd7875c6b06c3055701a0213b04fc50d7674302ed4c89738b6392873864ab0e5 description: '' health_score: 100.0 @@ -2092,8 +2173,8 @@ https://acloudguru.com/blog/engineering/docker-copy-vs-add-whats-the-difference: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/getting-started-with-the-elastic-stack: + addition_method: manual content_hash: d789b8875d9365f03e1aba9f96df7890533dd8063902d8758b34559a44301fc1 description: '' health_score: 100.0 @@ -2104,8 +2185,8 @@ https://acloudguru.com/blog/engineering/getting-started-with-the-elastic-stack: v1_locations: - 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docs/public-cloud-solutions.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/the-cloud-dictionary-of-pain-five-of-awss-toughest-cloud-topics: + addition_method: manual content_hash: 3126ff3b1ca4f43ee36710b006b04e06343ea82241920cfb825914ecd6f64437 description: '' health_score: 100.0 @@ -2228,8 +2309,8 @@ https://acloudguru.com/blog/engineering/the-cloud-dictionary-of-pain-five-of-aws v1_locations: - docs/aws.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/the-top-cloud-diagramming-tools-ranked: + addition_method: manual content_hash: b3da3c03f5aa06f5622c4f4ce5b70fd70cd5051182676e90c8488a683c4564a5 description: '' health_score: 100.0 @@ -2240,8 +2321,8 @@ https://acloudguru.com/blog/engineering/the-top-cloud-diagramming-tools-ranked: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/the-ultimate-terraform-cheatsheet: + addition_method: manual content_hash: c33936ef9feadb9b6d50e9691528355414849f7ee99b0216d6f2c528625384b4 description: '' health_score: 100.0 @@ -2252,8 +2333,8 @@ https://acloudguru.com/blog/engineering/the-ultimate-terraform-cheatsheet: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/twelve-factor-apps-in-kubernetes: + addition_method: manual content_hash: ade09eaee44e659352bef46587a0e3cbf741daf6f75b6b353c23edff2fda5207 description: '' health_score: 100.0 @@ -2264,8 +2345,8 @@ https://acloudguru.com/blog/engineering/twelve-factor-apps-in-kubernetes: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/what-does-the-terraform-1-0-release-mean-for-you: + addition_method: manual content_hash: bffab7679ab7c393397c0461f7f0ac3f433c02709b9be6bd7b6aa0f8c4f38531 description: '' health_score: 100.0 @@ -2280,8 +2361,8 @@ https://acloudguru.com/blog/engineering/what-does-the-terraform-1-0-release-mean v2_locations: - terraform.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/whats-new-with-kubernetes-1-22: + addition_method: manual content_hash: 42f23b60afd481f48069a07587c5aac5e15cb227ad674efcef2993c4af2cde8c description: '' health_score: 100.0 @@ -2292,8 +2373,8 @@ https://acloudguru.com/blog/engineering/whats-new-with-kubernetes-1-22: v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/which-kubernetes-distribution-is-right-for-you: + addition_method: manual content_hash: d33b3396d1818b6d6e13c21fbe33a3cb2c47d1b19e7ae61429ec15e614c76d3f description: '' health_score: 100.0 @@ -2304,8 +2385,8 @@ https://acloudguru.com/blog/engineering/which-kubernetes-distribution-is-right-f v1_locations: - docs/kubernetes-on-premise.md year: N/A - addition_method: manual https://acloudguru.com/blog/engineering/why-learn-multiple-cloud-platforms: + addition_method: manual content_hash: beea31d145f37057a45d489f57f6c2969bd1600fde90b8e0f8ad886d77f8cebf description: '' health_score: 100.0 @@ -2317,8 +2398,8 @@ https://acloudguru.com/blog/engineering/why-learn-multiple-cloud-platforms: v1_locations: - docs/public-cloud-solutions.md year: N/A - addition_method: manual https://activemq.apache.org: + addition_method: manual ai_summary: An iconic, mature open-source multi-protocol message broker supporting JMS 1.1 and 2.0, AMQP, MQTT, and STOMP. Known for enterprise-grade reliability and complex message routing patterns. It remains a foundational asset in legacy @@ -2347,8 +2428,8 @@ https://activemq.apache.org: v2_locations: - message-queue.md year: N/A - addition_method: manual https://activemq.apache.org/components/artemis: + addition_method: manual content_hash: 55fac5191b3e514b7de557a3634983e3598d621b1f35d95abe7a4c91b3be0252 description: '' health_score: 100.0 @@ -2360,8 +2441,8 @@ https://activemq.apache.org/components/artemis: - docs/message-queue.md - docs/prometheus.md year: N/A - addition_method: manual https://activemq.apache.org/components/artemis/documentation/latest/management-console.html: + addition_method: manual content_hash: a4ed3ba5b31f60560eceef5ab717dd18f0e4e03b119d6803b3cf33f0f2509cde description: '' health_score: 100.0 @@ -2371,8 +2452,8 @@ https://activemq.apache.org/components/artemis/documentation/latest/management-c v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://activemq.apache.org/components/artemis/documentation/latest/metrics.html: + addition_method: manual content_hash: 1692704a3e1ad6b9a0cafe0157dcf365472d7f6cbdd34144bea4e8a8028129b1 health_score: 100.0 last_checked: 1779030720.934182 @@ -2380,8 +2461,8 @@ https://activemq.apache.org/components/artemis/documentation/latest/metrics.html v1_locations: - docs/monitoring.md - docs/prometheus.md - addition_method: manual https://activemq.apache.org/components/artemis/documentation/latest/using-server.html: + addition_method: manual content_hash: 93165c9c7422bbf5af7b826de3739a2b7cd200bb3bbadfb9a79d2b4b5c49e5bd description: '' health_score: 100.0 @@ -2392,8 +2473,8 @@ https://activemq.apache.org/components/artemis/documentation/latest/using-server v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://activemq.apache.org/components/classic: + addition_method: manual ai_summary: The classic implementation of Apache ActiveMQ, continuing to power millions of production enterprise nodes. It offers rich support for JMS client specifications alongside robust clustering and persistence. Ideal for traditional integration @@ -2424,8 +2505,8 @@ https://activemq.apache.org/components/classic: - message-queue.md - prometheus.md year: N/A - addition_method: manual https://activemq.apache.org/components/classic/documentation: + addition_method: manual content_hash: 150f2f63e2554127d1e90ebd5db568331bf9d9e68f9612b19048abb5fb5a879b description: '' health_score: 100.0 @@ -2440,8 +2521,8 @@ https://activemq.apache.org/components/classic/documentation: v2_locations: - prometheus.md year: N/A - addition_method: manual https://acuityscheduling.com: + addition_method: manual content_hash: 6283753b8cdb2266d32e022e5deb70440eb90d14c3be1a10a59e3f6cd4b9d530 description: '' health_score: 100.0 @@ -2457,8 +2538,8 @@ https://acuityscheduling.com: v2_locations: - appointment-scheduling.md year: N/A - addition_method: manual https://adam-kotwasinski.medium.com/kafka-mesh-filter-in-envoy-a70b3aefcdef: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -2472,8 +2553,8 @@ https://adam-kotwasinski.medium.com/kafka-mesh-filter-in-envoy-a70b3aefcdef: v2_locations: - message-queue.md year: N/A - addition_method: manual https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json: + addition_method: manual ai_summary: A technical Q&A session highlighting architectural strategies using Kafka, JAX-RS, MicroProfile, and JSON-B. This resource offers pragmatic patterns for decoupling enterprise Java applications and migrating monolithic structures @@ -2502,8 +2583,8 @@ https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json: v2_locations: - message-queue.md year: N/A - addition_method: manual https://adamrushuk.github.io/increasing-the-volumeclaimtemplates-disk-size-in-a-statefulset-on-aks: + addition_method: manual ai_summary: Practical resource detailing how to execute volume resizing inside AKS StatefulSet templates without recreating resources. Outlines safe manual modifications and PVC override protocols. Solves common stateful storage expansion challenges. @@ -2531,8 +2612,8 @@ https://adamrushuk.github.io/increasing-the-volumeclaimtemplates-disk-size-in-a- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://adamtheautomator.com/ansible-kubernetes: + addition_method: manual content_hash: e2d73369897512a500d5c61ff44c5221121c649438c008fdcf7dc8e4bc3ab749 description: '' health_score: 100.0 @@ -2548,8 +2629,8 @@ https://adamtheautomator.com/ansible-kubernetes: v2_locations: - ansible.md year: N/A - addition_method: manual https://adamtheautomator.com/aws-codedeploy: + addition_method: manual ai_summary: 'Curator Insight: Tutorial introducing AWS CodeDeploy setups for hosting infrastructure applications. @@ -2579,8 +2660,8 @@ https://adamtheautomator.com/aws-codedeploy: v2_locations: - aws-devops.md year: N/A - addition_method: manual https://adamtheautomator.com/azure-kubernetes-service: + addition_method: manual ai_summary: An administrative deployment guide for initiating, scaling, and managing AKS clusters via the Azure CLI and portal. Walks through foundational networking profiles, node-pool scaling logic, and cluster validation techniques. @@ -2609,8 +2690,8 @@ https://adamtheautomator.com/azure-kubernetes-service: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://adamtheautomator.com/github-actions-environment-variables: + addition_method: manual ai_summary: A deep-dive engineering guide on scoping, storing, and calling secrets and environment parameters within Actions runner processes. Explains how to set up repository-level, organization-level, and environment-scoped variables while @@ -2640,16 +2721,16 @@ https://adamtheautomator.com/github-actions-environment-variables: v2_locations: - git.md year: N/A - addition_method: manual https://adamtheautomator.com/kubernetes-dashboard: + addition_method: manual content_hash: 759e6360b07f1b4e49bc1ef91f46121e616781f2ebc220f3afb5265c2b8116c4 health_score: 100.0 last_checked: 1779031623.262605 needs_ai_refresh: true v1_locations: - docs/kubernetes-based-devel.md - addition_method: manual https://adamtheautomator.com/kubernetes-pvc: + addition_method: manual content_hash: c1cee18ce2d0557bc507890fb71471a1733651abac9012ceed9365f1a0cd387c description: '' health_score: 100.0 @@ -2666,8 +2747,8 @@ https://adamtheautomator.com/kubernetes-pvc: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://adamtheautomator.com/kubespray: + addition_method: manual ai_summary: A hands-on, practical guide demonstrating step-by-step how to deploy a fully functioning Kubernetes cluster using Kubespray on custom virtual environments. Details preparing host inventories, updating variables, and executing core Ansible @@ -2696,8 +2777,8 @@ https://adamtheautomator.com/kubespray: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://adamtheautomator.com/minikube-tutorial: + addition_method: manual content_hash: f5192faa4fa7c45c8c7e31dac82542eae77e065500fdf59fce084837c50cab09 description: '' health_score: 100.0 @@ -2709,8 +2790,8 @@ https://adamtheautomator.com/minikube-tutorial: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://adamtheautomator.com/mongodb-kubernetes: + addition_method: manual content_hash: b79bf3c89dfe096956d6a3717c6496570eda94af876cbb609a84d1d9cc20bd69 description: '' health_score: 100.0 @@ -2727,8 +2808,8 @@ https://adamtheautomator.com/mongodb-kubernetes: v2_locations: - nosql.md year: N/A - addition_method: manual https://adamtheautomator.com/postgres-to-kubernetes: + addition_method: manual content_hash: d821eace9cc3e2eb81e7ff3bbbe07175d36e930dbc146995c3d05ec2050bc771 description: '' health_score: 100.0 @@ -2744,8 +2825,8 @@ https://adamtheautomator.com/postgres-to-kubernetes: v2_locations: - databases.md year: N/A - addition_method: manual https://adamtheautomator.com/prometheus-kubernetes: + addition_method: manual ai_summary: A detailed configuration manual showcasing how to deploy the kube-prometheus telemetry stack on Kubernetes via Helm. Includes steps for building custom dashboard interfaces and setting up routing rules in Alertmanager. @@ -2774,8 +2855,8 @@ https://adamtheautomator.com/prometheus-kubernetes: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://adamtheautomator.com/terraform-and-aws-rds: + addition_method: manual content_hash: fb507044459e2cb5f9ed141041b896e11e8201a8a32817a0e3e806b17d9dcf3f health_score: 100.0 last_checked: 1779130494.947938 @@ -2787,8 +2868,8 @@ https://adamtheautomator.com/terraform-and-aws-rds: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://adamtheautomator.com/terraform-aws-rds: + addition_method: manual content_hash: 99d25322715a589428b30890f710dbfb45f570189d4c135bb395c19ba982c627 description: '' health_score: 100.0 @@ -2800,8 +2881,8 @@ https://adamtheautomator.com/terraform-aws-rds: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://adamtheautomator.com/terraform-azure-devops: + addition_method: manual content_hash: ecabef44876d8f872dde2991b7014aa69931038912991cc62d7d4a404ca16af7 description: '' health_score: 100.0 @@ -2818,8 +2899,8 @@ https://adamtheautomator.com/terraform-azure-devops: v2_locations: - terraform.md year: N/A - addition_method: manual https://addozhang.medium.com/non-intrusive-inject-opentelemetry-auto-instrumentation-in-kubernetes-a9dfd49fc714: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -2834,8 +2915,8 @@ https://addozhang.medium.com/non-intrusive-inject-opentelemetry-auto-instrumenta v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://addwebsolution.com/blog/how-kubernetes-helps-businesses-manage-their-it-infrastructure: + addition_method: manual content_hash: 73982d11e419478099611f532b9c4cb017dc46b94debd633ccf6d03f67f093d1 description: '' health_score: 100.0 @@ -2846,8 +2927,8 @@ https://addwebsolution.com/blog/how-kubernetes-helps-businesses-manage-their-it- v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://adequatica.medium.com/principles-of-writing-automated-tests-a2b72218264c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -2861,8 +2942,8 @@ https://adequatica.medium.com/principles-of-writing-automated-tests-a2b72218264c v2_locations: - qa.md year: N/A - addition_method: manual https://adevait.com: + addition_method: manual ai_summary: Global engineering network facilitating long-term remote hiring of vetted developers for scaling companies and enterprises. complexity: Intermediate @@ -2888,8 +2969,8 @@ https://adevait.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://adevait.com/software/creating-branching-strategy: + addition_method: manual ai_summary: Pragmatic operational guide focusing on designing lightweight Git branching workflows that maximize output for small engineering teams. Outlines the transition from simple structures to structured staging layouts without introducing process @@ -2918,8 +2999,8 @@ https://adevait.com/software/creating-branching-strategy: v2_locations: - git.md year: N/A - addition_method: manual https://adicode.ml/python-libraries-for-webdevelopment: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -2933,8 +3014,8 @@ https://adicode.ml/python-libraries-for-webdevelopment: v2_locations: - python.md year: N/A - addition_method: manual https://adictosaltrabajo.com/2016/02/03/como-reducir-el-codigo-repetitivo-con-lombok: + addition_method: manual content_hash: 018b41d4f0ba1f477d73996c5c27edc0e015789364e59d91d097b9193e78e006 health_score: 100.0 last_checked: 1779130494.979375 @@ -2946,8 +3027,8 @@ https://adictosaltrabajo.com/2016/02/03/como-reducir-el-codigo-repetitivo-con-lo - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://adictosaltrabajo.com/2016/10/26/monitorizacion-y-analisis-de-rendimiento-de-aplicaciones-con-dynatrace: + addition_method: manual content_hash: fcc1c91ce5a7c18e6190dad2de5aa87b5f088d4bab55cc7567f6ce52f929bdb3 health_score: 100.0 last_checked: 1779130494.9638 @@ -2959,8 +3040,8 @@ https://adictosaltrabajo.com/2016/10/26/monitorizacion-y-analisis-de-rendimiento - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://adictosaltrabajo.com/2018/12/13/spring-boot-war-o-jar-ambos: + addition_method: manual content_hash: 3742ebbb853928a46e27e78e97a620f6fab63bf62a0a0f356d46109d7d173957 health_score: 100.0 last_checked: 1779130495.011604 @@ -2972,9 +3053,9 @@ https://adictosaltrabajo.com/2018/12/13/spring-boot-war-o-jar-ambos: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual ? https://adictosaltrabajo.com/2020/12/22/como-crear-y-desplegar-microservicios-con-spring-boot-spring-cloud-netflix-y-docker -: content_hash: 91318179a0c38a920173b2b4f9bdaf6b7132876a7880becc0ddbea55c1092d5d +: addition_method: manual + content_hash: 91318179a0c38a920173b2b4f9bdaf6b7132876a7880becc0ddbea55c1092d5d health_score: 100.0 last_checked: 1779130495.025389 needs_ai_refresh: true @@ -2985,8 +3066,8 @@ https://adictosaltrabajo.com/2018/12/13/spring-boot-war-o-jar-ambos: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://adil.medium.com/network-traffic-shaping-in-kubernetes-topology-aware-routing-e4ea4a03dd20: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3000,8 +3081,8 @@ https://adil.medium.com/network-traffic-shaping-in-kubernetes-topology-aware-rou v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://aditya-sunjava.medium.com/externalizing-configurations-in-kubernetes-using-configmap-and-secret-bfda0970d8ae: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3016,8 +3097,8 @@ https://aditya-sunjava.medium.com/externalizing-configurations-in-kubernetes-usi v2_locations: - kubernetes.md year: N/A - addition_method: manual https://admiralty.io: + addition_method: manual ai_summary: 'Curator Insight: Domain hosting Admiralty, a Kubernetes multi-cluster scheduler platform. @@ -3047,8 +3128,8 @@ https://admiralty.io: v2_locations: - aws-devops.md year: N/A - addition_method: manual https://admiralty.io/docs/tutorials/fargate: + addition_method: manual ai_summary: 'Curator Insight: Technical documentation on configuring Multi-Region AWS Fargate nodes with Admiralty. @@ -3078,8 +3159,8 @@ https://admiralty.io/docs/tutorials/fargate: v2_locations: - aws-devops.md year: N/A - addition_method: manual https://adoptium.net: + addition_method: manual content_hash: f191fb503c5e26358c793353c62af5d5a7ecaaf42535852d0609d6fc81c353e7 health_score: 100.0 last_checked: 1779130495.00928 @@ -3091,8 +3172,8 @@ https://adoptium.net: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://adoptium.net/news/2021/08/using-jlink-in-dockerfiles: + addition_method: manual content_hash: 70b0dfae26a0e17953e94f5bea30d350c0e60a6c7212b05f277eec09d259e61b health_score: 100.0 last_checked: 1779130495.003874 @@ -3104,8 +3185,8 @@ https://adoptium.net/news/2021/08/using-jlink-in-dockerfiles: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://adoptopenjdk.net: + addition_method: manual content_hash: a9ab9d6d344fbf3a9c7f890c55af0095efe06dbe66c0c0f2b5b92a18f0fa8a98 description: '' health_score: 100.0 @@ -3116,8 +3197,8 @@ https://adoptopenjdk.net: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-14: + addition_method: manual content_hash: 97ba3575c11a50391bf93564238da1c8f507274730f4f7eb970bb25169cab439 description: '' health_score: 100.0 @@ -3134,8 +3215,8 @@ https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-16: + addition_method: manual content_hash: 97ba3575c11a50391bf93564238da1c8f507274730f4f7eb970bb25169cab439 description: '' health_score: 100.0 @@ -3152,8 +3233,8 @@ https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://aesher9o1.medium.com/autoscale-large-images-faster-using-longhorn-distributed-storage-618d0cf01ba2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3168,8 +3249,8 @@ https://aesher9o1.medium.com/autoscale-large-images-faster-using-longhorn-distri v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://age-of-product.com/42-scrum-product-owner-interview-questions: + addition_method: manual ai_summary: Curator Insight lists Product Owner interview questions assessing backlog pruning, Agile alignment, and stakeholder management. Live Grounding shows that bridging business requirements with agile engineering output is a vital project @@ -3198,8 +3279,8 @@ https://age-of-product.com/42-scrum-product-owner-interview-questions: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://age-of-product.com/scrum-2021: + addition_method: manual content_hash: beb63908c074ca48c02ef7d7d94abac60b2d474145f27ba20aae913b13449d32 description: '' health_score: 100.0 @@ -3215,8 +3296,43 @@ https://age-of-product.com/scrum-2021: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual +https://agent.opsera.ai: + addition_method: automatic + ai_summary: The Opsera DevOps Agent is an AI-driven security and automation platform + integrated directly into local developer IDEs via the Model Context Protocol (MCP). + It automates high-depth security audits (SAST with Semgrep, secrets with Gitleaks, + IaC with Trivy), architecture conformance checks, and evidence-based compliance + scans. By shifting vulnerability remediation to the inner-loop, it reduces exploitable + vulnerabilities by 70-85% and significantly accelerates release validation pipelines + without increasing developer cognitive load. + category: devsecops + complexity: intermediate + content_hash: 4636e3549d39bece64c20a68aad5a3c75611b5ff76f0742ab640ea378680712c + description: An AI-powered DevSecOps automation platform and MCP server delivering + real-time security scans, compliance validation, and architectural risk assessment. + hierarchy: + - DevOps + - DevSecOps + - AI Security Agents + is_microservice: false + language: en + last_checked: 1780352828.641502 + reputation_status: Vetted + reputation_summary: Vetted DevSecOps agent platform highly reviewed on G2 and AWS + Marketplace for reducing vulnerability remediation lag. + resource_type: tool + social_preview_url: /favicon.png + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: Opsera DevOps Agent + year: '2026' https://agilecheetah.com/why-so-many-developers-are-fed-up-with-agile-pt-3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3230,22 +3346,22 @@ https://agilecheetah.com/why-so-many-developers-are-fed-up-with-agile-pt-3: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://agilemanifesto.org: + addition_method: manual content_hash: 7bb70732934d889dd7fd9c6132545be1f9578cd611641bf5110ddeca028e291c health_score: 100.0 last_checked: 1779031425.544854 needs_ai_refresh: true v1_locations: [] - addition_method: manual https://agilemethodology.org: + addition_method: manual content_hash: 4e45120206849343aa0a8d8b20de465b622d6a663125cc1da4e7c74b09dd3937 health_score: 100.0 last_checked: 1779032522.047201 needs_ai_refresh: true v1_locations: [] - addition_method: manual https://agola.io: + addition_method: manual content_hash: 848fc518f77b0d97a3477965d4d9b529d26fafb1a15d84113b9aa7679d8c044f description: '' health_score: 100.0 @@ -3261,8 +3377,8 @@ https://agola.io: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://ahmedy.hashnode.dev/creating-tls-certificates-for-k8s-components-with-openssl: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3276,8 +3392,8 @@ https://ahmedy.hashnode.dev/creating-tls-certificates-for-k8s-components-with-op v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://ahmet.im/blog/building-container-images-in-go: + addition_method: manual ai_summary: Curator Insight explores programmatically constructing container images inside Go applications without relying on a local Docker daemon. Live Grounding verifies that tools like Google's `go-containerregistry` allow direct manipulation @@ -3307,8 +3423,8 @@ https://ahmet.im/blog/building-container-images-in-go: v2_locations: - golang.md year: N/A - addition_method: manual https://aidanfinn.com/?p=23582: + addition_method: manual content_hash: a49617c85efce1872f8d077ade0716aae55c7718f0fad23a08eddf10f349e7cf description: '' health_score: 100.0 @@ -3324,8 +3440,8 @@ https://aidanfinn.com/?p=23582: v2_locations: - azure.md year: N/A - addition_method: manual https://aigents.co/blog/coding-tutorial/data-structures-and-python: + addition_method: manual content_hash: cc1e6e7b9d53f391acb808b0a3320265623a15ba4d766a9c57bef748fc45ebb3 description: '' health_score: 100.0 @@ -3336,8 +3452,8 @@ https://aigents.co/blog/coding-tutorial/data-structures-and-python: v1_locations: - docs/python.md year: N/A - addition_method: manual https://aigents.co/blog/coding-tutorial/pro-python-tips-for-data-analysts: + addition_method: manual content_hash: e3005da29d0f576376112103385ec91f698cb897b0ece83ef53aa58927af519b description: '' health_score: 100.0 @@ -3348,8 +3464,8 @@ https://aigents.co/blog/coding-tutorial/pro-python-tips-for-data-analysts: v1_locations: - docs/python.md year: N/A - addition_method: manual https://aigents.co/data-science-blog/coding-tutorial/data-structures-and-python: + addition_method: manual content_hash: 56677cfc859818cb1670958fff095221bcf0641a5a17009b961cc5bf8419c10b health_score: 100.0 last_checked: 1779130494.941983 @@ -3360,8 +3476,8 @@ https://aigents.co/data-science-blog/coding-tutorial/data-structures-and-python: - docs/python.md v2_locations: - python.md - addition_method: manual https://aigents.co/data-science-blog/coding-tutorial/pro-python-tips-for-data-analysts: + addition_method: manual content_hash: 3f6bd24251ab55aa645e1aaedab919b137dfd9c5d47a6073056aa3ca5ebe2a7b health_score: 100.0 last_checked: 1779130494.932784 @@ -3373,8 +3489,8 @@ https://aigents.co/data-science-blog/coding-tutorial/pro-python-tips-for-data-an - docs/python.md v2_locations: - python.md - addition_method: manual https://aiml.com/quizzes/deep-learning-large-language-models-quiz-medium: + addition_method: manual content_hash: 532e934008b34178aada7fdadab333201490e1a138b3b3d0be9a2b2dd6b95a6d description: '' health_score: 100.0 @@ -3390,8 +3506,8 @@ https://aiml.com/quizzes/deep-learning-large-language-models-quiz-medium: v2_locations: - mlops.md year: N/A - addition_method: manual https://airflow.apache.org/docs/apache-airflow-providers-cncf-kubernetes/stable/operators.html: + addition_method: manual ai_summary: Official engineering reference for the KubernetesPodOperator. Explains how to spin up isolated, dedicated pods within a target Kubernetes namespace dynamically for each individual Airflow DAG task execution. @@ -3419,8 +3535,8 @@ https://airflow.apache.org/docs/apache-airflow-providers-cncf-kubernetes/stable/ v2_locations: - message-queue.md year: N/A - addition_method: manual https://airflow.apache.org/docs/apache-airflow/stable/howto/add-owner-links.html: + addition_method: manual ai_summary: A practical guide showing how to map ownership contacts, support channels, and documentation links to pipeline owners within Airflow dashboards for rapid operations management. @@ -3448,8 +3564,8 @@ https://airflow.apache.org/docs/apache-airflow/stable/howto/add-owner-links.html v2_locations: - message-queue.md year: N/A - addition_method: manual https://airflow.apache.org/docs/helm-chart: + addition_method: manual ai_summary: The official Apache Airflow community Helm Chart. Provides pre-configured, modular, and enterprise-hardened templates for deploying schedulers, webservers, worker nodes, and scalable Celery or Kubernetes executors. @@ -3476,9 +3592,9 @@ https://airflow.apache.org/docs/helm-chart: v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://aithority.com/it-and-devops/cloud/bacula-systems-announces-worlds-first-enterprise-class-backup-and-recovery-solution-for-red-hat-openshift -: content_hash: 798ab0f7632128ad2746bfc81f84fa435e798b553a346a92c5e4e22123cbb94a +: addition_method: manual + content_hash: 798ab0f7632128ad2746bfc81f84fa435e798b553a346a92c5e4e22123cbb94a description: '' health_score: 100.0 last_checked: 1779030467.080709 @@ -3493,8 +3609,8 @@ https://airflow.apache.org/docs/helm-chart: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://ajay-yadav.medium.com/internals-of-kubernetes-aff264063e91: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3508,8 +3624,8 @@ https://ajay-yadav.medium.com/internals-of-kubernetes-aff264063e91: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://akhilsharma.work/checking-kubernetes-api-calls-using-kubectl: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3523,8 +3639,8 @@ https://akhilsharma.work/checking-kubernetes-api-calls-using-kubectl: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://akhilsharma.work/how-to-list-azure-rbac-roles-to-secure-aks-clusters: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3538,8 +3654,8 @@ https://akhilsharma.work/how-to-list-azure-rbac-roles-to-secure-aks-clusters: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://akhilsharma.work/kubectl-get-resource-short-names: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3553,8 +3669,8 @@ https://akhilsharma.work/kubectl-get-resource-short-names: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://akhilsharma.work/the-4cs-of-kubernetes-security: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3568,8 +3684,8 @@ https://akhilsharma.work/the-4cs-of-kubernetes-security: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://akintola-lonlon.medium.com/aws-kubernetes-the-1-rule-you-need-to-master-before-going-to-production-628b75ba1b6a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3584,8 +3700,8 @@ https://akintola-lonlon.medium.com/aws-kubernetes-the-1-rule-you-need-to-master- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://akka.io: + addition_method: manual content_hash: 0d89cfb47b8aff54b8f4102384fc20b26a9d857093c7b9819db58c5299b4843e health_score: 100.0 last_checked: 1779130495.01386 @@ -3596,8 +3712,8 @@ https://akka.io: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://akomljen.com/kubernetes-backup-and-restore-with-velero: + addition_method: manual content_hash: 82e5b1c2a61f0f07398039f20d71588813471ad6d3993f22d0560d423d6a2978 health_score: 100.0 last_checked: 1779031382.131164 @@ -3609,8 +3725,8 @@ https://akomljen.com/kubernetes-backup-and-restore-with-velero: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://akuity.io/blog/argo-cd-architectures-explained: + addition_method: manual ai_summary: 'Curator Insight: Compares and contrasts different deployment topologies for Argo CD, including mono-cluster, hub-and-spoke, and fully decentralized models. Live Grounding: Essential for cloud architects designing multi-tenant platforms, @@ -3639,8 +3755,8 @@ https://akuity.io/blog/argo-cd-architectures-explained: v2_locations: - argo.md year: N/A - addition_method: manual https://akv2k8s.io: + addition_method: manual ai_summary: An alternative, highly lightweight operator for syncing Azure Key Vault certificates and configurations into native Kubernetes Secrets. Promotes clean deployment patterns without mounting host path volumes. @@ -3667,8 +3783,8 @@ https://akv2k8s.io: v2_locations: - devsecops.md year: N/A - addition_method: manual https://akyriako.medium.com/configure-path-based-routing-with-nginx-ingress-controller-64a63cd4d6bd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3682,8 +3798,8 @@ https://akyriako.medium.com/configure-path-based-routing-with-nginx-ingress-cont v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://akyriako.medium.com/kubernetes-logging-with-grafana-loki-promtail-in-under-10-minutes-d2847d526f9e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3698,8 +3814,8 @@ https://akyriako.medium.com/kubernetes-logging-with-grafana-loki-promtail-in-und v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://akyriako.medium.com/provision-a-high-availability-k3s-cluster-with-k3d-a7519f476c9c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3713,8 +3829,8 @@ https://akyriako.medium.com/provision-a-high-availability-k3s-cluster-with-k3d-a v2_locations: - rancher.md year: N/A - addition_method: manual https://akyriako.medium.com/provision-an-on-prems-kubernetes-cluster-with-rancher-terraform-and-ansible-e26e24059319: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3729,8 +3845,8 @@ https://akyriako.medium.com/provision-an-on-prems-kubernetes-cluster-with-ranche v2_locations: - rancher.md year: N/A - addition_method: manual https://alain-airom.medium.com/kubernetes-operators-patterns-and-best-practices-b7fbaa4cbd1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3745,8 +3861,8 @@ https://alain-airom.medium.com/kubernetes-operators-patterns-and-best-practices- v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://alanblackmore.medium.com/aws-diagram-architecture-afb50ea569a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3760,8 +3876,8 @@ https://alanblackmore.medium.com/aws-diagram-architecture-afb50ea569a4: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://alanblackmore.medium.com/what-is-aws-vpc-peering-af85c1e29fb2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3775,8 +3891,8 @@ https://alanblackmore.medium.com/what-is-aws-vpc-peering-af85c1e29fb2: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://alemsbaja.hashnode.dev/git-and-github-demystified-a-comprehensive-guide-for-version-control-system: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3791,8 +3907,8 @@ https://alemsbaja.hashnode.dev/git-and-github-demystified-a-comprehensive-guide- v2_locations: - git.md year: N/A - addition_method: manual https://alenkacz.medium.com/kubernetes-operator-best-practices-implementing-observedgeneration-250728868792: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3806,8 +3922,8 @@ https://alenkacz.medium.com/kubernetes-operator-best-practices-implementing-obse v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://alesnosek.com/blog/2020/06/30/ci-slash-cd-pipeline-spanning-multiple-openshift-clusters: + addition_method: manual content_hash: c4efead9aa3081e28fcca8bdc6c44006502f8c8b73122bc0ba1d6b46a631cd69 health_score: 100.0 last_checked: 1779033486.997214 @@ -3819,8 +3935,8 @@ https://alesnosek.com/blog/2020/06/30/ci-slash-cd-pipeline-spanning-multiple-ope - docs/demos.md v2_locations: - demos.md - addition_method: manual https://alexander-goida.medium.com/thoughts-about-breaking-silos-of-software-engineering-teams-323d1f78ef68: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3837,8 +3953,8 @@ https://alexander-goida.medium.com/thoughts-about-breaking-silos-of-software-eng - about.md - project-management-methodology.md year: N/A - addition_method: manual https://alexander.holbreich.org/gitops-journey: + addition_method: manual content_hash: 60dc09ca88c81c0798d019bbb5b8b308ed4adf9eb15d72d1f5dd5fc785e02f1b description: '' health_score: 100.0 @@ -3854,8 +3970,8 @@ https://alexander.holbreich.org/gitops-journey: v2_locations: - flux.md year: N/A - addition_method: manual https://alexandre-vazquez.com/inject-secrets-in-pods-using-hashicorp-vault: + addition_method: manual ai_summary: A quick-start configuration tutorial for implementing vault-agent sidecar injection in under 5 minutes. Simplifies standard documentation into a practical, actionable snippet guide. @@ -3883,8 +3999,8 @@ https://alexandre-vazquez.com/inject-secrets-in-pods-using-hashicorp-vault: v2_locations: - devsecops.md year: N/A - addition_method: manual https://alexandrehtrb.github.io/posts/2024/03/http2-and-http3-explained: + addition_method: manual content_hash: d24d5c78e02bc1c77a6db810843ffebc59fe6599a36a32a3faa717bad0c32d4c description: '' health_score: 100.0 @@ -3900,8 +4016,8 @@ https://alexandrehtrb.github.io/posts/2024/03/http2-and-http3-explained: v2_locations: - networking.md year: N/A - addition_method: manual https://alexandrev.medium.com/grafana-alerting-vs-alertmanager-a-comparison-of-two-leading-monitoring-tools-5e262446a5f9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3916,8 +4032,8 @@ https://alexandrev.medium.com/grafana-alerting-vs-alertmanager-a-comparison-of-t v2_locations: - grafana.md year: N/A - addition_method: manual https://alexandrev.medium.com/how-to-enable-sticky-session-on-your-kubernetes-workloads-using-istio-e789014a6acd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3932,8 +4048,8 @@ https://alexandrev.medium.com/how-to-enable-sticky-session-on-your-kubernetes-wo v2_locations: - istio.md year: N/A - addition_method: manual https://alexandrev.medium.com/kubernetes-autoscaling-1-26-a-game-changer-for-keda-users-c718a81fb155: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3948,8 +4064,8 @@ https://alexandrev.medium.com/kubernetes-autoscaling-1-26-a-game-changer-for-ked v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://alexsniffin.medium.com/debugging-remotely-in-kubernetes-with-go-fda4f3332316: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -3965,8 +4081,8 @@ https://alexsniffin.medium.com/debugging-remotely-in-kubernetes-with-go-fda4f333 - golang.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://alicegg.tech/2020/11/09/helm: + addition_method: manual content_hash: a431ffee2291862a4f98fb6191734f3852a3c775c233592ed431be09c5b57c0f health_score: 100.0 last_checked: 1779130494.999724 @@ -3978,8 +4094,8 @@ https://alicegg.tech/2020/11/09/helm: - docs/flux.md v2_locations: - flux.md - addition_method: manual https://alicegg.tech/2020/11/09/helm.html: + addition_method: manual content_hash: 85e876cd90436759b62df6922b082ec3e1745a4db51b4e94bcadd4b7c6958849 description: '' health_score: 100.0 @@ -3990,8 +4106,8 @@ https://alicegg.tech/2020/11/09/helm.html: v1_locations: - docs/flux.md year: N/A - addition_method: manual https://allanjohn909.medium.com/kubernetes-ingress-traefik-cert-manager-letsencrypt-3cb5ea4ee071: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4006,8 +4122,8 @@ https://allanjohn909.medium.com/kubernetes-ingress-traefik-cert-manager-letsencr v2_locations: - kubernetes.md year: N/A - addition_method: manual https://allazureblog.wordpress.com/2024/01/18/azure-bastion-and-udrs: + addition_method: manual content_hash: a79d10726863066126fbe8113a42d759cb01aa050a3130e0e064d32774ed7b41 description: '' health_score: 100.0 @@ -4023,8 +4139,8 @@ https://allazureblog.wordpress.com/2024/01/18/azure-bastion-and-udrs: v2_locations: - azure.md year: N/A - addition_method: manual https://allendowney.github.io/ThinkPython: + addition_method: manual ai_summary: A classic computational thinking handbook utilizing Python. Focuses on algorithmic integrity, data structure designs, object-oriented implementations, and debug execution pipelines. @@ -4046,16 +4162,16 @@ https://allendowney.github.io/ThinkPython: - python.md - chatgpt.md year: '2025' - addition_method: manual https://allure.qatools.ru: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031125.943354 v1_locations: - docs/jenkins.md - docs/qa.md - addition_method: manual https://alpacked.io/blog/infrastructure-as-code-for-devops: + addition_method: manual content_hash: 6a85f3dada50827722040c64e0816575206a7a19fc3eb33388f405aac8d5646c description: '' health_score: 100.0 @@ -4074,8 +4190,8 @@ https://alpacked.io/blog/infrastructure-as-code-for-devops: - devops.md - index.md year: N/A - addition_method: manual https://alsmola.medium.com/securing-github-organizations-9c33c850638: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4089,8 +4205,8 @@ https://alsmola.medium.com/securing-github-organizations-9c33c850638: v2_locations: - git.md year: N/A - addition_method: manual https://aly.arriqaaq.com/golang-design-patterns: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4104,8 +4220,8 @@ https://aly.arriqaaq.com/golang-design-patterns: v2_locations: - golang.md year: N/A - addition_method: manual https://amalaruja.medium.com/basic-http-routing-strategies-with-envoy-376be42559eb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4119,8 +4235,8 @@ https://amalaruja.medium.com/basic-http-routing-strategies-with-envoy-376be42559 v2_locations: - servicemesh.md year: N/A - addition_method: manual https://aman.ai/primers/ai: + addition_method: manual ai_summary: Curator Insight profiles a high-density reference notebook condensing advanced ML and AI theorems. Live Grounding confirms it's a prized reference site for engineers studying the underlying mathematical paradigms of modern architectures. @@ -4147,8 +4263,8 @@ https://aman.ai/primers/ai: v2_locations: - ai.md year: N/A - addition_method: manual https://aman.ai/primers/ai/LLM: + addition_method: manual ai_summary: Curator Insight details the mathematics, tokenization mechanics, and transformer models driving Large Language Models (LLMs). Live Grounding recognizes it as a top-tier reference for deep-diving into attention-based systems. @@ -4174,8 +4290,8 @@ https://aman.ai/primers/ai/LLM: v2_locations: - ai.md year: N/A - addition_method: manual https://aman.ai/primers/ai/bert: + addition_method: manual ai_summary: An academic and practical primer on BERT (Bidirectional Encoder Representations from Transformers). Details the masked language modeling and next sentence prediction techniques that pioneered encoder-only representation models. @@ -4202,8 +4318,8 @@ https://aman.ai/primers/ai/bert: v2_locations: - ai.md year: N/A - addition_method: manual https://aman.ai/primers/ai/gpt: + addition_method: manual ai_summary: A technical breakdown of the Generative Pre-trained Transformer (GPT) series. Traces the evolution of decoder-only architectures, scaling laws, autoregressive generation, and key differences relative to encoder models. @@ -4229,8 +4345,8 @@ https://aman.ai/primers/ai/gpt: v2_locations: - ai.md year: N/A - addition_method: manual https://aman.ai/primers/ai/transformers: + addition_method: manual ai_summary: A highly-detailed architectural deep-dive into the Transformer model architecture. Explains multi-head attention mechanisms, positional encoding formulations, and self-attention dynamics crucial for modern LLM designs. @@ -4256,8 +4372,8 @@ https://aman.ai/primers/ai/transformers: v2_locations: - ai.md year: N/A - addition_method: manual https://amazicworld.com/top-5-security-threats-unique-to-a-kubernetes-and-cloud-native-stack: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4272,8 +4388,8 @@ https://amazicworld.com/top-5-security-threats-unique-to-a-kubernetes-and-cloud- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://amazicworld.com/why-apis-cant-be-missed-when-it-comes-to-devops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4287,8 +4403,8 @@ https://amazicworld.com/why-apis-cant-be-missed-when-it-comes-to-devops: v2_locations: - api.md year: N/A - addition_method: manual https://amazon.qwiklabs.com/catalog: + addition_method: manual content_hash: 61362b71052128f7c4de58f157cbfdd2ffbde231c08de1f09f9fabdf62c328d4 description: '' health_score: 100.0 @@ -4303,8 +4419,8 @@ https://amazon.qwiklabs.com/catalog: v2_locations: - aws.md year: N/A - addition_method: manual https://ambar-thecloudgarage.medium.com/eks-anywhere-decoding-the-architecture-fd2741b03e0a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4318,8 +4434,8 @@ https://ambar-thecloudgarage.medium.com/eks-anywhere-decoding-the-architecture-f v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745: + addition_method: manual ai_summary: 'An archival reference describing historical patterns of Weaveworks GitOps implementations across multi-cloud topologies. NOTE: The original URL has redirected due to business domain changes; preserved for architectural lineage.' @@ -4342,9 +4458,9 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745: - introduction.md - servicemesh.md year: '2021' - addition_method: manual ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops -: content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 +: addition_method: manual + content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130495.001438 status: online @@ -4354,9 +4470,9 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/deutsche-telekom-explain-why-they-chose-gitops-for-5g -: content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 +: addition_method: manual + content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.921507 status: online @@ -4366,8 +4482,8 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/gitops-in-the-modern-enterprise: + addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.945189 @@ -4378,9 +4494,9 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/b - docs/gitops.md v2_locations: - gitops.md - addition_method: manual ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/gitops-takes-devops-teams-to-higher-levels-of-maturity -: content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 +: addition_method: manual + content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.94335 status: online @@ -4390,9 +4506,9 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/b - docs/gitops.md v2_locations: - gitops.md - addition_method: manual ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/manage-thousands-of-clusters-with-gitops-and-the-cluster-api -: ai_summary: 'Historical reference documenting the intersection of GitOps deployment +: addition_method: manual + ai_summary: 'Historical reference documenting the intersection of GitOps deployment paradigms and Cluster API (CAPI) for planetary-scale multi-cluster environments. Note: Original domain has redirected to an registration portal, reflecting legacy status.' @@ -4413,9 +4529,9 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/b v2_locations: - kubernetes-on-premise.md year: '2021' - addition_method: manual ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/managing-kubernetes-with-gitops-in-a-multi-cluster-multi-cloud-world -: content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 +: addition_method: manual + content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130495.016799 status: online @@ -4425,8 +4541,8 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/b - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/the-history-of-gitops: + addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.982825 @@ -4437,8 +4553,8 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/b - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/what-is-gitops-really: + addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.99621 @@ -4449,8 +4565,8 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/b - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/wkp-team-workspaces-rbac: + addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.967961 @@ -4461,9 +4577,9 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/b - docs/gitops.md v2_locations: - gitops.md - addition_method: manual ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops -: ai_summary: 'Historical reference covering the announcement of WKSctl as an open-source +: addition_method: manual + ai_summary: 'Historical reference covering the announcement of WKSctl as an open-source GitOps-centric cluster bootstrapper. Note: The URL appears to have defaulted to an external registration portal and should be treated with caution.' complexity: Intermediate @@ -4484,8 +4600,8 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/b - gitops.md - kubernetes-on-premise.md year: '2020' - addition_method: manual https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/product/gitops-enterprise: + addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130495.001681 @@ -4496,8 +4612,8 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/p - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/technologies/gitops: + addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130495.008272 @@ -4508,8 +4624,8 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/t - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/use-cases/security-with-gitops: + addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.954105 @@ -4520,8 +4636,8 @@ https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/u - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://americanexpress.io/do-not-run-dockerized-applications-as-root: + addition_method: manual content_hash: b6ffb8c6ab19a856726a1bb7e8ad54a0bc542a10e05fe77db7bdceade02a7a00 description: '' health_score: 100.0 @@ -4537,8 +4653,8 @@ https://americanexpress.io/do-not-run-dockerized-applications-as-root: v2_locations: - docker.md year: N/A - addition_method: manual https://amitprius.medium.com/python-dictionary-zero-to-hero-with-examples-a7497a672dd4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4552,8 +4668,8 @@ https://amitprius.medium.com/python-dictionary-zero-to-hero-with-examples-a7497a v2_locations: - python.md year: N/A - addition_method: manual https://amod-kadam.medium.com/are-there-two-load-balancer-controllers-with-eks-8a7b04db8c93: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4568,8 +4684,8 @@ https://amod-kadam.medium.com/are-there-two-load-balancer-controllers-with-eks-8 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://amolmote.hashnode.dev/replicaset-deployment-in-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4583,9 +4699,9 @@ https://amolmote.hashnode.dev/replicaset-deployment-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://amralaayassen.medium.com/how-to-create-argocd-applications-automatically-using-applicationset-automation-of-the-gitops-59455eaf4f72 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032556.128789 @@ -4599,8 +4715,8 @@ https://amolmote.hashnode.dev/replicaset-deployment-in-kubernetes: v2_locations: - argo.md year: N/A - addition_method: manual https://amy-ma.medium.com/ingress-configuration-d9f13c5bcf1a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -4614,8 +4730,8 @@ https://amy-ma.medium.com/ingress-configuration-d9f13c5bcf1a: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://anaisurl.com/full-tutorial-monitoring: + addition_method: manual ai_summary: An extensive tutorial demonstrating the installation and routing setup of a modern troubleshooting stack. Combines Prometheus metrics, Grafana dashboards, Loki log aggregators, and Komodor for tracking configuration change impacts in @@ -4645,8 +4761,8 @@ https://anaisurl.com/full-tutorial-monitoring: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://anaisurl.com/kubernetes-rbac: + addition_method: manual ai_summary: 'Curator Insight: Accessible guide explaining subjects, resources, verbs, and role bindings. Live Grounding: An ideal foundational reference with visual aids to fast-track understanding of fundamental security principles.' @@ -4674,8 +4790,8 @@ https://anaisurl.com/kubernetes-rbac: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://analoghq.ai/blog/es/matriz-raci: + addition_method: manual content_hash: 247fcedabeaca97cffddbce4437e75fd6f0ab4dad3af81e995b99920aae4c994 health_score: 100.0 last_checked: 1779130494.992399 @@ -4687,8 +4803,8 @@ https://analoghq.ai/blog/es/matriz-raci: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://analoghq.ai/blog/es/tipos-de-consultoria: + addition_method: manual content_hash: 19bad869834ab13847521e84c581fb368ebbc0622e0438d76e87824a79eb89f6 health_score: 100.0 last_checked: 1779130495.009977 @@ -4700,8 +4816,8 @@ https://analoghq.ai/blog/es/tipos-de-consultoria: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://analyticsindiamag.com/ansible-vs-docker-a-detailed-comparison-of-devops-tools: + addition_method: manual content_hash: fc25dd05f8a367ba81d907e65936a5a50af618031ffc8f23a8e649d02eaedb6a description: '' health_score: 100.0 @@ -4718,8 +4834,8 @@ https://analyticsindiamag.com/ansible-vs-docker-a-detailed-comparison-of-devops- v2_locations: - ansible.md year: N/A - addition_method: manual https://analyticsindiamag.com/free-online-resources-to-get-started-on-cloud-computing: + addition_method: manual ai_summary: A curated educational index grouping free, authoritative training resources and engineering courses to build platform engineering fundamentals on popular cloud providers. @@ -4746,8 +4862,8 @@ https://analyticsindiamag.com/free-online-resources-to-get-started-on-cloud-comp v2_locations: - aws-training.md year: N/A - addition_method: manual https://analyticsindiamag.com/github-launches-code-scanner-to-flag-security-vulnerabilities: + addition_method: manual ai_summary: Summarizes the release of GitHub's native Advanced Security SAST tooling, focusing on the enterprise value of code-scanning pipelines powered by CodeQL rules. @@ -4774,8 +4890,8 @@ https://analyticsindiamag.com/github-launches-code-scanner-to-flag-security-vuln v2_locations: - git.md year: N/A - addition_method: manual https://analyticsindiamag.com/how-uber-is-leveraging-apache-kafka-for-more-than-300-micro-services: + addition_method: manual ai_summary: 'Curator Insight: High-level overview of Uber''s multi-cluster global event bus setup. Live Grounding: Discusses operating trillions of daily messages over 300+ microservices, highlighting custom proxying layers, dead-letter routing @@ -4805,8 +4921,8 @@ https://analyticsindiamag.com/how-uber-is-leveraging-apache-kafka-for-more-than- v2_locations: - message-queue.md year: N/A - addition_method: manual https://analyticsindiamag.com/is-coding-necessary-to-work-as-a-data-scientist: + addition_method: manual content_hash: fc25dd05f8a367ba81d907e65936a5a50af618031ffc8f23a8e649d02eaedb6a description: '' health_score: 100.0 @@ -4822,8 +4938,8 @@ https://analyticsindiamag.com/is-coding-necessary-to-work-as-a-data-scientist: v2_locations: - mlops.md year: N/A - addition_method: manual https://analyticsindiamag.com/kubernetes-v1-21-released-major-updates-latest-features: + addition_method: manual content_hash: fc25dd05f8a367ba81d907e65936a5a50af618031ffc8f23a8e649d02eaedb6a description: '' health_score: 100.0 @@ -4840,8 +4956,8 @@ https://analyticsindiamag.com/kubernetes-v1-21-released-major-updates-latest-fea v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://analyticsindiamag.com/object-oriented-programming-python: + addition_method: manual content_hash: fc25dd05f8a367ba81d907e65936a5a50af618031ffc8f23a8e649d02eaedb6a description: '' health_score: 100.0 @@ -4857,8 +4973,8 @@ https://analyticsindiamag.com/object-oriented-programming-python: v2_locations: - python.md year: N/A - addition_method: manual https://analyticsindiamag.com/top-tools-for-enabling-ci-cd-in-ml-pipelines: + addition_method: manual content_hash: fc25dd05f8a367ba81d907e65936a5a50af618031ffc8f23a8e649d02eaedb6a description: '' health_score: 100.0 @@ -4874,8 +4990,8 @@ https://analyticsindiamag.com/top-tools-for-enabling-ci-cd-in-ml-pipelines: v2_locations: - mlops.md year: N/A - addition_method: manual https://anchore.com: + addition_method: manual ai_summary: An enterprise platform for container analysis, policy enforcement, and compliance management. Utilizes deep-image scanning to inspect file systems, OS-level dependencies, and custom software packages for vulnerabilities, licensing violations, @@ -4903,8 +5019,8 @@ https://anchore.com: v2_locations: - devsecops.md year: N/A - addition_method: manual https://anchore.com/cicd: + addition_method: manual ai_summary: An overview of Anchore's enterprise solutions for securing CI/CD pipelines through extensive Software Bill of Materials (SBOM) generation and continuous container inspection. It helps organizations detect upstream dependencies risk @@ -4932,8 +5048,8 @@ https://anchore.com/cicd: v2_locations: - devsecops.md year: N/A - addition_method: manual https://anchore.com/kubernetes: + addition_method: manual ai_summary: This reference highlights Anchore's integration into Kubernetes systems to enforce compliance and vulnerability policies. It showcases the utilization of native admission controllers to intercept deployment requests and reject any @@ -4961,8 +5077,8 @@ https://anchore.com/kubernetes: v2_locations: - devsecops.md year: N/A - addition_method: manual https://andara88.it.com: + addition_method: manual content_hash: 7c81f768d9c09f8411cbf85665039f93cbaf59d64784968a79460d19d37cf637 health_score: 100.0 last_checked: 1779130494.987526 @@ -4974,8 +5090,8 @@ https://andara88.it.com: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md - addition_method: manual https://anderfernandez.com/blog/automatizar-script-python-google-cloud: + addition_method: manual content_hash: eec2c075fa1fcf63b251a3df0fbd238b76ae15adcea51e511b978549328cd266 description: '' health_score: 100.0 @@ -4991,9 +5107,9 @@ https://anderfernandez.com/blog/automatizar-script-python-google-cloud: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual ? https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-6-adding-health-checks-with-liveness-readiness-and-startup-probes -: content_hash: d852511b76723ddc0130940b51f3e4727f849582db1146cc07463d9de2c02648 +: addition_method: manual + content_hash: d852511b76723ddc0130940b51f3e4727f849582db1146cc07463d9de2c02648 description: '' health_score: 100.0 last_checked: 1779032213.463342 @@ -5009,8 +5125,8 @@ https://anderfernandez.com/blog/automatizar-script-python-google-cloud: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-7-running-database-migrations: + addition_method: manual content_hash: 5b409682792eb95e4cdbe33d4e23078e3f72d656f4ef617b26dc86ee82c0adcc description: '' health_score: 100.0 @@ -5027,8 +5143,8 @@ https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-7- v2_locations: - databases.md year: N/A - addition_method: manual https://andrewlock.net/installing-docker-desktop-for-windows: + addition_method: manual content_hash: 3660d24dd1c94cc59b062aff4f2132266f3774668c5d9ed7220e12244e240342 description: '' health_score: 100.0 @@ -5044,8 +5160,8 @@ https://andrewlock.net/installing-docker-desktop-for-windows: v2_locations: - docker.md year: N/A - addition_method: manual https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes: + addition_method: manual content_hash: 25f975ddc6ff833f9cfa67f290fd6e15f27349e685001a7489955a265c05c8dd description: '' health_score: 100.0 @@ -5064,8 +5180,81 @@ https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes: - dotnet.md - kubernetes.md year: N/A - addition_method: manual +https://android-developers.googleblog.com/2026/05/android-cli-stable-1-0-agent-development.html: + addition_method: automatic + ai_summary: '* **Curator Insight:** Decoupling complex software compilation toolchains + from localized graphical IDEs is vital for enabling background AI agent executors + to compile and test code. + + * **Live Grounding (MCP):** The launch of the stable Android CLI 1.0 provides + a command-line interface optimized for agentic workloads, enabling continuous-integration + platforms and software agents to autonomously trigger compilation, packaging, + and testing without manual IDE setup.' + category: ai-agents-mcp + complexity: Advanced + content_hash: cd72cd0f514c54b9062e8261f82120dae9223a4d80240d8b90bb0b00809dd6e1 + description: Introducing the 1.0 stable release of the Android CLI, explicitly engineered + to optimize headless, scriptable multi-agent software development. + hierarchy: + - Mobile Architecture + - Android Platforms + - Command Line Tooling + - Agentic Workflows + is_microservice: false + language: en + last_checked: 1780352138.622105 + reputation_status: Vetted + reputation_summary: Recognized as a critical upgrade for automated build pipelines + and headless automation agents by mobile developers. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: android-automation + tags: + - EMERGING + - ENTERPRISE-STABLE + title: 'Android CLI Stable 1.0: Accelerating Multi-Agent Development' + year: '2026' +https://android-developers.googleblog.com/2026/05/build-android-apps-google-ai-studio.html: + addition_method: automatic + ai_summary: '* **Curator Insight:** Lowering software prototyping friction via high-fidelity, + code-generating UI surfaces enables immediate validation of architectural assumptions + and workflows. + + * **Live Grounding (MCP):** Google AI Studio has introduced the capability to + generate functional, native Android apps written in Kotlin and Jetpack Compose + entirely from prompts, enabling developers to live-test builds in embedded emulators + and seamlessly export blueprints straight to Android Studio.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 917d59614b5baf527b2a26b7ba63878fd0f91cf62f2fe4fef84c2dbbfbc5025a + description: Announcement of native Android app generation features inside Google + AI Studio, running on Kotlin and Jetpack Compose. + hierarchy: + - Software Prototyping + - AI Studio Environments + - Generative Code Base + - Mobile Interface Design + is_microservice: false + language: en + last_checked: 1780352138.622114 + reputation_status: Vetted + reputation_summary: Extremely popular for rapid prototyping among mobile engineers + and designers on social media. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: ai-assisted-prototyping + tags: + - EMERGING + title: Build Native Android Apps in Google AI Studio + year: '2026' https://andydote.co.uk/2021/06/02/os-cpus-and-kubernetes: + addition_method: manual content_hash: f864aaad8cc434157f2ef5a808eeb31134197549760696cb029ba4d30fe64e65 description: '' health_score: 100.0 @@ -5081,8 +5270,8 @@ https://andydote.co.uk/2021/06/02/os-cpus-and-kubernetes: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://angryip.org: + addition_method: manual ai_summary: A fast, open-source, multi-platform network scanner designed to ping IP addresses, resolve hostnames, and detect open ports. Highly customizable with plugins and supports automated command-line workflows. @@ -5108,8 +5297,8 @@ https://angryip.org: v2_locations: - linux.md year: '2026' - addition_method: manual https://angular.dev: + addition_method: manual content_hash: 21ee32406ed61481d37441cb2abc7e0780bb8b0d1de4590d0edc62bc95635a17 health_score: 100.0 last_checked: 1779130494.966861 @@ -5120,8 +5309,8 @@ https://angular.dev: - docs/angular.md v2_locations: - angular.md - addition_method: manual https://angular.dev/guide/build: + addition_method: manual content_hash: 21ee32406ed61481d37441cb2abc7e0780bb8b0d1de4590d0edc62bc95635a17 health_score: 84.0 last_checked: 1779130494.945616 @@ -5132,8 +5321,8 @@ https://angular.dev/guide/build: - docs/angular.md v2_locations: - angular.md - addition_method: manual https://angular.io: + addition_method: manual content_hash: 407de4d0847a6a5d35ff586acc4a11facdf3cd67630d7398a85472b14eb64692 description: '' health_score: 100.0 @@ -5144,8 +5333,8 @@ https://angular.io: v1_locations: - docs/angular.md year: N/A - addition_method: manual https://angular.io/guide/build: + addition_method: manual content_hash: 5b3030e6481f11791c134e661d4f9733dfbbaaf633e867cb1676d8ced735701a description: '' health_score: 100.0 @@ -5156,9 +5345,9 @@ https://angular.io/guide/build: v1_locations: - docs/angular.md year: N/A - addition_method: manual ? https://aninditabasak.medium.com/a-lap-around-kubernetes-security-vulnerability-scanning-tools-checkov-kube-hunter-kube-bench-4ffda92c4cf1 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031850.00534 @@ -5172,8 +5361,8 @@ https://angular.io/guide/build: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://anirudhdaya.hashnode.dev/kubernetes-explained-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5187,8 +5376,8 @@ https://anirudhdaya.hashnode.dev/kubernetes-explained-part-1: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://anirudhdaya.hashnode.dev/kubernetes-explained-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5198,8 +5387,8 @@ https://anirudhdaya.hashnode.dev/kubernetes-explained-part-2: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://ankush-chavan.medium.com/creating-multi-cloud-kubernetes-cluster-on-aws-azure-and-gcp-cloud-92d64633bdfc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5214,8 +5403,8 @@ https://ankush-chavan.medium.com/creating-multi-cloud-kubernetes-cluster-on-aws- v2_locations: - demos.md year: N/A - addition_method: manual https://ansible.ai: + addition_method: manual content_hash: a5c77dd0a850c1a79632fa2ecda35a2c292aab02e201aef85baff517b2fd222e description: '' health_score: 100.0 @@ -5226,8 +5415,8 @@ https://ansible.ai: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://ansible.github.io/workshops/demos: + addition_method: manual content_hash: bb17eb1f9cfe88b2b5801ab12618198f3cebc0060a8021d20e20c91f4e072242 description: '' health_score: 100.0 @@ -5239,15 +5428,15 @@ https://ansible.github.io/workshops/demos: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://answers.dynatrace.com/spaces/482/dynatrace-open-qa/questions/232421/dynatrace-distributed-tracing-with-kafka.html: + addition_method: manual content_hash: 9311a26c79903654b4d07e42cf337f7ff23ade089df73af761793aec3fe60240 health_score: 100.0 last_checked: 1779032245.474239 v1_locations: - docs/monitoring.md - addition_method: manual https://anthropic.skilljar.com/claude-code-in-action: + addition_method: manual ai_summary: The official training course by Anthropic showcasing the capabilities and CLI operations of Claude Code. Demonstrates how developers can utilize the terminal agent for code reviews, refactoring, automated testing, and execution-guided @@ -5279,8 +5468,44 @@ https://anthropic.skilljar.com/claude-code-in-action: - kubernetes-tools.md - cicd.md year: N/A - addition_method: manual +https://antigravity.google/use-cases/science: + addition_method: automatic + ai_summary: This landing page illustrates the scientific applications of Google's + agentic IDE, Antigravity, which is optimized for researchers and developers in + the agent-first era. By using its 'Science' workspace plugin, users can automatically + load the DeepMind Science Skills bundle to interact with UniProt, AlphaFold, and + PubChem. The IDE handles multi-step science tasks, generating structured artifacts, + data visualizations, and pipeline codes through parallel coordination of autonomous + agents. + category: ai-agents-mcp + complexity: Advanced + content_hash: c3e6cf730e5e4af14f84fa1514ad0e703eed488b7c7ae8a17cc8a5916b704f66 + description: A dedicated look at how Google Antigravity uses specialized AI agent + models to automate genomics, chemistry, and research database querying. + hierarchy: + - Development Tools + - Agent-First IDE + - Google Antigravity + - AI for Science + is_microservice: false + language: English + last_checked: 1780352302.456737 + reputation_status: Vetted + reputation_summary: Industry-disrupting agentic IDE by Google, highly rated by modern + software and data science architects. + resource_type: documentation + social_preview_url: https://antigravity.google/assets/image/sitecards/sitecard-default.png + source_provenance: X.com (GoogleAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - ENTERPRISE-STABLE + title: Google Antigravity Use Cases for Science + year: '2026' https://any-api.com: + addition_method: manual content_hash: dd3d79a03c5ac4a5e41dc639979797263e1f91c8b13d0d1e244cd98f717f1eab description: '' health_score: 100.0 @@ -5291,8 +5516,8 @@ https://any-api.com: v1_locations: - docs/api.md year: N/A - addition_method: manual https://anywhere.eks.amazonaws.com/docs/concepts/eksafeatures: + addition_method: manual ai_summary: The official comparison page mapping the functional differences, feature matrices, and pricing structures of standard EKS versus EKS Anywhere. It clearly details how control plane hosting, support SLA boundaries, and operating systems @@ -5320,8 +5545,8 @@ https://anywhere.eks.amazonaws.com/docs/concepts/eksafeatures: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://api-market.santalucia.es: + addition_method: manual content_hash: 98c5a8f4f66e3724c0bbeda5e698bcac9b9fd403eb7207780bf43fd335a5c044 description: '' health_score: 100.0 @@ -5337,8 +5562,8 @@ https://api-market.santalucia.es: v2_locations: - developerportals.md year: N/A - addition_method: manual https://api7.ai/blog/apisix-ingress-support-thousands-pod-replicas: + addition_method: manual content_hash: 0bd91a8548f665eaa9795b7db9a03b14cc3a8473ffdcf9bd20382b4ecc99d5a7 description: '' health_score: 100.0 @@ -5354,8 +5579,8 @@ https://api7.ai/blog/apisix-ingress-support-thousands-pod-replicas: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://apidog.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5370,8 +5595,8 @@ https://apidog.com: v2_locations: - api.md year: N/A - addition_method: manual https://apifriends.com/api-creation/different-types-apis: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5385,8 +5610,8 @@ https://apifriends.com/api-creation/different-types-apis: v2_locations: - api.md year: N/A - addition_method: manual https://apifriends.com/api-management/what-is-an-api: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5400,9 +5625,9 @@ https://apifriends.com/api-management/what-is-an-api: v2_locations: - api.md year: N/A - addition_method: manual ? https://apiiro.com/blog/malicious-kubernetes-helm-charts-can-be-used-to-steal-sensitive-information-from-argo-cd-deployments -: ai_summary: Vulnerability report showcasing how malicious Helm charts could be engineered +: addition_method: manual + ai_summary: Vulnerability report showcasing how malicious Helm charts could be engineered to exfiltrate secret resources from Argo CD controller pods. Important reading for platform hardening. complexity: Advanced @@ -5431,8 +5656,8 @@ https://apifriends.com/api-management/what-is-an-api: v2_locations: - helm.md year: N/A - addition_method: manual https://apilandscape.apiscene.io: + addition_method: manual content_hash: 7a6754159e6e7f78a327eb017cf49b8d59f7244c2958b34c11eaf976dd0644f5 description: '' health_score: 100.0 @@ -5441,8 +5666,8 @@ https://apilandscape.apiscene.io: title: API Landscape v1_locations: [] year: N/A - addition_method: manual https://apimarket.cecabank.es: + addition_method: manual content_hash: ff7d96e52c1676df29e17be8a5b82c7a201eedd21f47e014ca7c8fdc12300c33 description: '' health_score: 100.0 @@ -5458,8 +5683,8 @@ https://apimarket.cecabank.es: v2_locations: - developerportals.md year: N/A - addition_method: manual https://apis.developer.tsb.co.uk: + addition_method: manual content_hash: c8b647e688ba00e700744ddb4c7bed25930e2c5c99f2307213c2418c06bb1d72 description: '' health_score: 100.0 @@ -5475,8 +5700,8 @@ https://apis.developer.tsb.co.uk: v2_locations: - developerportals.md year: N/A - addition_method: manual https://apistore.caixabank.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5490,8 +5715,8 @@ https://apistore.caixabank.com: v2_locations: - developerportals.md year: N/A - addition_method: manual https://apkplz.net/app/com.LearningSolution.LearnKubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5501,8 +5726,8 @@ https://apkplz.net/app/com.LearningSolution.LearnKubernetes: v1_locations: - docs/kubernetes-tutorials.md year: N/A - addition_method: manual https://apmblog.dynatrace.com/2011/05/11/how-garbage-collection-differs-in-the-three-big-jvms: + addition_method: manual ai_summary: A detailed comparison of Garbage Collection strategies across HotSpot, JRockit, and IBM J9 JVMs. Highly valuable for understanding historical differences in memory compaction and pause times. @@ -5529,8 +5754,8 @@ https://apmblog.dynatrace.com/2011/05/11/how-garbage-collection-differs-in-the-t v2_locations: - java-and-java-performance-optimization.md year: '2011' - addition_method: manual https://apolicy.io: + addition_method: manual content_hash: 1b5d21a5dc646db1a9d3a1b520d2c0d56a1596c91a2b72344622cd773bd35d19 description: '' health_score: 100.0 @@ -5541,8 +5766,8 @@ https://apolicy.io: v1_locations: - docs/securityascode.md year: N/A - addition_method: manual https://app.diagrams.net: + addition_method: manual content_hash: e1d2cc03e8f21296e14869e302c84781e8b4768615d6ef4260caa50e7fa26d59 health_score: 100.0 last_checked: 1779130494.992877 @@ -5553,8 +5778,8 @@ https://app.diagrams.net: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://app.getambassador.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5566,8 +5791,8 @@ https://app.getambassador.io: - docs/demos.md - docs/scaffolding.md year: N/A - addition_method: manual https://app.getambassador.io/initializer: + addition_method: manual content_hash: 58ebedccfbb19f2d3b13281440b513e61047c409d5f0e90eb4a68dbdc3264431 description: '' health_score: 100.0 @@ -5578,8 +5803,8 @@ https://app.getambassador.io/initializer: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://app.gitbook.com/o/-LbOdudvkdYwKCQYAHS8/s/RrlyoCHlF8LNFTvw74mT: + addition_method: manual content_hash: 0dc9b5d1a4f54851684363c39a724402a8d61db77b67805aa117cbe6d0b542e2 health_score: 100.0 last_checked: 1779130494.995157 @@ -5592,8 +5817,8 @@ https://app.gitbook.com/o/-LbOdudvkdYwKCQYAHS8/s/RrlyoCHlF8LNFTvw74mT: v2_locations: - ocp4.md - mkdocs.md - addition_method: manual https://app.polymersearch.com/discover/aws: + addition_method: manual content_hash: cc94765c29e878b6c6f5a4cc86bee8d2de2fd1b0bf3444936b36a5a81c8a4646 description: '' health_score: 100.0 @@ -5609,8 +5834,8 @@ https://app.polymersearch.com/discover/aws: v2_locations: - aws.md year: N/A - addition_method: manual https://app.rollout.io: + addition_method: manual content_hash: 0afad09dc886ae98b42ac56b575ab5fdf3c508af321703084877f23a58d0f3a8 description: '' health_score: 100.0 @@ -5621,8 +5846,8 @@ https://app.rollout.io: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://app.vagrantup.com/ansible/boxes/tower: + addition_method: manual content_hash: cfb1d00cefb9fbdbbee65df180a91ee861e70bff27fec81a2daad38a5cbb2174 description: '' health_score: 100.0 @@ -5633,8 +5858,8 @@ https://app.vagrantup.com/ansible/boxes/tower: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://app.vagrantup.com/krlex/boxes/centos-awx: + addition_method: manual content_hash: cfb1d00cefb9fbdbbee65df180a91ee861e70bff27fec81a2daad38a5cbb2174 description: '' health_score: 100.0 @@ -5645,8 +5870,8 @@ https://app.vagrantup.com/krlex/boxes/centos-awx: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://appium.io: + addition_method: manual content_hash: ee93b484c68ff6698ce93944b207de0602e232b47dd025d8baf1539c2ac623e6 health_score: 100.0 last_checked: 1779029984.906002 @@ -5658,8 +5883,8 @@ https://appium.io: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md - addition_method: manual https://appscode.com/blog/post/openshift-mongodb: + addition_method: manual content_hash: 0d33c43641f836e24e60abc7af6415e140c271448dfe71df74b4b758a231255b health_score: 100.0 last_checked: 1779130494.928973 @@ -5670,8 +5895,8 @@ https://appscode.com/blog/post/openshift-mongodb: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://appsecengineer.com/courses/kubernetes-policy-management-with-kyverno: + addition_method: manual content_hash: 62b70f6440830bc9558111b52c1d7d5546e13116140f7f50fb765573b7a2193b description: '' health_score: 100.0 @@ -5682,8 +5907,8 @@ https://appsecengineer.com/courses/kubernetes-policy-management-with-kyverno: v1_locations: - docs/securityascode.md year: N/A - addition_method: manual https://aprendegit.com/git-flow-la-rama-develop-y-uso-de-feature-branches: + addition_method: manual ai_summary: A native Spanish guide detailing the execution of GitFlow, specifically focusing on the relationship between development branches and short-lived features. Explains branch merging rules step-by-step for teams working in collaborative @@ -5711,8 +5936,8 @@ https://aprendegit.com/git-flow-la-rama-develop-y-uso-de-feature-branches: v2_locations: - git.md year: '2014' - addition_method: manual https://aprenderbigdata.com/databricks: + addition_method: manual ai_summary: Curator Insight introduces the core components of the Databricks cloud platform and its managed Spark framework. Live Grounding indicates the rise in Spanish-speaking markets for distributed computing educational paths. This tutorial @@ -5741,8 +5966,8 @@ https://aprenderbigdata.com/databricks: v2_locations: - kubernetes-bigdata.md year: N/A - addition_method: manual https://aprenderbigdata.com/prometheus: + addition_method: manual content_hash: 03c8ace5f4bbca2af87b408aa7663538ec8ee8132e23552933707fd8c995077d description: '' health_score: 100.0 @@ -5758,8 +5983,8 @@ https://aprenderbigdata.com/prometheus: v2_locations: - prometheus.md year: N/A - addition_method: manual https://aptakube.com: + addition_method: manual ai_summary: Ultra-fast desktop visualizer crafted using native UI toolkits. Optimizes multi-cluster management through light resource footprints and high-performance search APIs. @@ -5786,8 +6011,8 @@ https://aptakube.com: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://arabitnetwork.com/2021/03/13/k8s-enabling-auditing-logs-step-by-step: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -5801,8 +6026,8 @@ https://arabitnetwork.com/2021/03/13/k8s-enabling-auditing-logs-step-by-step: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://arc.dev: + addition_method: manual ai_summary: Remote career platform for software engineers that streamlines the recruitment lifecycle with pre-vetted developer cohorts and architectural matchmakers. complexity: Intermediate @@ -5828,8 +6053,8 @@ https://arc.dev: v2_locations: - freelancing.md year: N/A - addition_method: manual https://architectelevator.com/cloud/hybrid-multi-cloud: + addition_method: manual content_hash: dddfeb8f276c7d3b8e4995f25ca0ed850427d1e4c4a48c163b535ca1862d8383 description: '' health_score: 100.0 @@ -5845,8 +6070,8 @@ https://architectelevator.com/cloud/hybrid-multi-cloud: v2_locations: - introduction.md year: N/A - addition_method: manual https://architectelevator.com/cloud/serverless-design-patterns: + addition_method: manual content_hash: 5fe8b9de9ffd831c7250c754b0045e8913fe13b85a144c63e8e5dc4f447dbcfc description: '' health_score: 100.0 @@ -5862,8 +6087,8 @@ https://architectelevator.com/cloud/serverless-design-patterns: v2_locations: - serverless.md year: N/A - addition_method: manual https://architecturenotes.co/12-factor-app-revisited: + addition_method: manual content_hash: 9ac61602a5b0bfed64302cf6719324bec6d98bd799485e73f7bdd23c6b36c291 description: '' health_score: 100.0 @@ -5874,8 +6099,8 @@ https://architecturenotes.co/12-factor-app-revisited: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://architecturenotes.co/p/12-factor-app-revisited: + addition_method: manual content_hash: 9c79c8d39c267398ab5de8d24a91a25debdd6a9d993e95c993b8144202975658 health_score: 100.0 last_checked: 1779130494.99907 @@ -5887,8 +6112,8 @@ https://architecturenotes.co/p/12-factor-app-revisited: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://architecturenotes.co/p/redis: + addition_method: manual content_hash: 6b5fcd21d2adb314ce1f00eee3d749af9d6565f1d316728394e1330cb61459b4 health_score: 100.0 last_checked: 1779130494.969757 @@ -5900,8 +6125,8 @@ https://architecturenotes.co/p/redis: - docs/caching.md v2_locations: - caching.md - addition_method: manual https://architecturenotes.co/p/things-you-should-know-about-databases: + addition_method: manual content_hash: 9706406dcf5c06e81a0f104112f15e97f07ad64e3067738d80bd6a589a0a2e68 health_score: 100.0 last_checked: 1779130495.019154 @@ -5913,8 +6138,8 @@ https://architecturenotes.co/p/things-you-should-know-about-databases: - docs/databases.md v2_locations: - databases.md - addition_method: manual https://architecturenotes.co/redis: + addition_method: manual content_hash: d877a157cc490492a7adb75fc796c8bb5bd7b45f1c7e2990f8811262b9869dc4 description: '' health_score: 100.0 @@ -5925,8 +6150,8 @@ https://architecturenotes.co/redis: v1_locations: - docs/caching.md year: N/A - addition_method: manual https://architecturenotes.co/things-you-should-know-about-databases: + addition_method: manual content_hash: cca61e2ae3ab129761cc96050c8756fe73ae3091d3251ecef9d4473ad61047c8 description: '' health_score: 100.0 @@ -5937,8 +6162,8 @@ https://architecturenotes.co/things-you-should-know-about-databases: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://archive.grafana.com/docs/grafana/v5.4: + addition_method: manual content_hash: d0f0aff136ecf2e37fd47277d295ea8ee82b5d0c01ac919b2b5d6839a5c7fd75 health_score: 100.0 last_checked: 1779130494.939146 @@ -5949,8 +6174,8 @@ https://archive.grafana.com/docs/grafana/v5.4: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://archive.kabisa.nl/tech/k8s-workshop-in-a-box: + addition_method: manual content_hash: ef407f993d57d1d51ed36aefa8fba918d975b8367a139460864b9060c1a4462b health_score: 100.0 last_checked: 1779130494.95986 @@ -5961,8 +6186,8 @@ https://archive.kabisa.nl/tech/k8s-workshop-in-a-box: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://argon2-cffi.readthedocs.io: + addition_method: manual content_hash: 07dc74516f809d9607d6446bdce50dd64cac2c70fe5c2f02a64c4287c51703d6 description: '' health_score: 100.0 @@ -5973,8 +6198,8 @@ https://argon2-cffi.readthedocs.io: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://argon2-cffi.readthedocs.io/en/stable: + addition_method: manual ai_summary: The recommended Python interface for Argon2, the winner of the Password Hashing Competition. Delivers memory-hard cryptographic protection with low overhead, ideal for modern microservice authentication. @@ -5995,8 +6220,8 @@ https://argon2-cffi.readthedocs.io/en/stable: v2_locations: - devsecops.md year: '2024' - addition_method: manual https://argonsys.com/microsoft-cloud/library/how-to-query-azure-resources-using-the-azure-cli: + addition_method: manual content_hash: e85f67c2a504e20af63b3ddc48bccbe994859f32217d6cca0813403feb8f5540 description: '' health_score: 100.0 @@ -6012,8 +6237,8 @@ https://argonsys.com/microsoft-cloud/library/how-to-query-azure-resources-using- v2_locations: - azure.md year: N/A - addition_method: manual https://argoproj.github.io: + addition_method: manual content_hash: f624ce88391cb9845b3acb71c58007b1af69a70cf86dd2f5b59210fe63e97d7d description: '' health_score: 100.0 @@ -6024,8 +6249,8 @@ https://argoproj.github.io: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://argoproj.github.io/argo-cd: + addition_method: manual ai_summary: Argo CD is a declarative GitOps engine that automates Kubernetes deployments. By continually matching the live cluster state to git specifications, it guarantees robust security and rapid rollback features. @@ -6054,8 +6279,8 @@ https://argoproj.github.io/argo-cd: - argo.md - gitops.md year: N/A - addition_method: manual https://argoproj.github.io/argo-events: + addition_method: manual ai_summary: Argo Events is an enterprise-grade, event-driven workflow automation framework. It triggers scalable Kubernetes actions from diverse external inputs (webhooks, storage, message queues), serving as a crucial modern CI/CD cornerstone. @@ -6082,8 +6307,8 @@ https://argoproj.github.io/argo-events: v2_locations: - argo.md year: N/A - addition_method: manual https://argoproj.github.io/argo-rollouts: + addition_method: manual ai_summary: 'Curator Insight: Main structural index for implementing automated Canary promotions and instant Rollbacks using Prometheus metrics. Live Grounding: Essential for platform engineers aiming to achieve high-availability delivery paradigms @@ -6111,8 +6336,8 @@ https://argoproj.github.io/argo-rollouts: v2_locations: - argo.md year: N/A - addition_method: manual https://arinco.com.au/blog/awesome-azure-policy-chapter-1: + addition_method: manual content_hash: 00e5ecca1bee90ca71bed95b5a9c83a2c2407177078d95ea58d8bd4ca6c1a42a description: '' health_score: 100.0 @@ -6128,8 +6353,8 @@ https://arinco.com.au/blog/awesome-azure-policy-chapter-1: v2_locations: - azure.md year: N/A - addition_method: manual https://arinco.com.au/blog/awesome-azure-policy-chapter-2: + addition_method: manual content_hash: 1875a58c4e4813a5950e398b9102a224f335acdd0b3ec701f9e01c7ef7f1c3f0 description: '' health_score: 100.0 @@ -6145,8 +6370,8 @@ https://arinco.com.au/blog/awesome-azure-policy-chapter-2: v2_locations: - azure.md year: N/A - addition_method: manual https://arjavdave.com/2021/03/11/continuous-integration-for-ios-on-azure-devops-part-1: + addition_method: manual content_hash: 14e7174c450d87f96de4989197db318984677fc2a2c9f6a3fa27241a2e6216f8 description: '' health_score: 100.0 @@ -6161,8 +6386,8 @@ https://arjavdave.com/2021/03/11/continuous-integration-for-ios-on-azure-devops- v2_locations: - azure.md year: N/A - addition_method: manual https://armin.su/ssl-certificates-from-lets-encrypt-for-kubernetes-private-ingress-via-terraform-c9f595ee65fa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -6177,8 +6402,8 @@ https://armin.su/ssl-certificates-from-lets-encrypt-for-kubernetes-private-ingre v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://arnoldgalovics.com/github-actions-oracle-cloud-kubernetes: + addition_method: manual ai_summary: Outlines building a streamlined CI/CD pipeline using GitHub Actions targeting Oracle Container Engine for Kubernetes (OKE). Details secure credential rotation and container registry synchronization. @@ -6205,8 +6430,8 @@ https://arnoldgalovics.com/github-actions-oracle-cloud-kubernetes: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://arnoldgalovics.com/java-and-spring-boot-multiline-log-support-for-fluentd-efk-stack: + addition_method: manual content_hash: ab40174b43145730a87eb84fe4f855756c1779a8278c21cf21e51a7863003d20 description: '' health_score: 100.0 @@ -6218,8 +6443,8 @@ https://arnoldgalovics.com/java-and-spring-boot-multiline-log-support-for-fluent v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://arnoldgalovics.com/java-multiline-logs-fluentd: + addition_method: manual content_hash: 64d80212f363dce611c245841bafb4f0aab77beb20accdfbba7dcc4ccc152de5 health_score: 100.0 last_checked: 1779130495.024159 @@ -6231,8 +6456,8 @@ https://arnoldgalovics.com/java-multiline-logs-fluentd: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://around25.com/blog/horizontal-pod-autoscaler-in-kubernetes: + addition_method: manual content_hash: 446b2ce91d7a490438739e6f05342b4dd4da1e40410dcdb3cabd03ae5488fbaa description: '' health_score: 100.0 @@ -6243,8 +6468,8 @@ https://around25.com/blog/horizontal-pod-autoscaler-in-kubernetes: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://aroworkshop.io: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031729.87525 @@ -6254,8 +6479,8 @@ https://aroworkshop.io: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://arstechnica.com/gadgets/2021/01/centos-is-gone-but-rhel-is-now-free-for-up-to-16-production-servers: + addition_method: manual ai_summary: 'Detailed reporting on Red Hat''s post-CentOS pivot, introducing a free tier of Red Hat Enterprise Linux (RHEL) for small-scale production workloads (up to 16 servers) and open-source teams. Double-Evidence: The report details Red @@ -6285,8 +6510,8 @@ https://arstechnica.com/gadgets/2021/01/centos-is-gone-but-rhel-is-now-free-for- v2_locations: - linux.md year: N/A - addition_method: manual https://arstechnica.com/gadgets/2021/01/on-the-death-of-centos-red-hat-liaison-brian-exelbierd-speaks: + addition_method: manual ai_summary: 'An in-depth interview providing the internal business logic and architectural motivations behind Red Hat''s termination of classic CentOS in favor of CentOS Stream as an upstream platform. Double-Evidence: This primary-source perspective @@ -6316,8 +6541,8 @@ https://arstechnica.com/gadgets/2021/01/on-the-death-of-centos-red-hat-liaison-b v2_locations: - linux.md year: N/A - addition_method: manual https://arstechnica.com/gadgets/2022/03/google-calendar-now-lets-paid-users-create-a-booking-page-website: + addition_method: manual content_hash: abce617462e73eccbd59f47f7f085dae3d6f945009ffc9e45f4b1f68be125e8a description: '' health_score: 100.0 @@ -6329,8 +6554,8 @@ https://arstechnica.com/gadgets/2022/03/google-calendar-now-lets-paid-users-crea v1_locations: - docs/appointment-scheduling.md year: N/A - addition_method: manual https://artemis.apache.org/components/artemis: + addition_method: manual ai_summary: Apache ActiveMQ Artemis provides a non-blocking, multi-protocol, highly performant asynchronous message broker designed for enterprise messaging. It supports advanced queue architectures, JMS/AMQP protocols, and cloud cluster deployments. @@ -6352,15 +6577,15 @@ https://artemis.apache.org/components/artemis: v2_locations: - message-queue.md year: '2026' - addition_method: manual https://artemis.apache.org/components/artemis/documentation/latest/management-console.html: + addition_method: manual content_hash: 7b9cc60f4198de657f6dddf48db83f6b3d8ac9b0dea84bae655fb6f3e9e397f7 health_score: 100.0 last_checked: 1779130495.013159 v1_locations: - docs/prometheus.md - addition_method: manual https://artemis.apache.org/components/artemis/documentation/latest/using-server.html: + addition_method: manual content_hash: 666080b219f7c15637ab2d4e29e1ac20fba9e9269e06d7e5a47f64fc7043d6c2 health_score: 100.0 last_checked: 1779130494.965169 @@ -6371,8 +6596,8 @@ https://artemis.apache.org/components/artemis/documentation/latest/using-server. - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://arthurchiao.art/blog/cracking-k8s-network-policy: + addition_method: manual content_hash: 2dc5b8f8e5b0a6c0d49eaa2820d7a26f73054058526f1824107741c36e714b30 description: '' health_score: 100.0 @@ -6388,8 +6613,8 @@ https://arthurchiao.art/blog/cracking-k8s-network-policy: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://arthurchiao.art/blog/cracking-k8s-node-proxy: + addition_method: manual content_hash: 5eac11891a21b425d5c382b377a47cdc22d74f798c0e5858e2f42288453650c0 description: '' health_score: 100.0 @@ -6407,8 +6632,8 @@ https://arthurchiao.art/blog/cracking-k8s-node-proxy: - kubernetes-networking.md - kubernetes.md year: N/A - addition_method: manual https://arthursens.medium.com/risk-analysis-and-security-compliance-in-kube-prometheus-10c8cfb180b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -6422,8 +6647,8 @@ https://arthursens.medium.com/risk-analysis-and-security-compliance-in-kube-prom v2_locations: - prometheus.md year: N/A - addition_method: manual https://artifacthub.io: + addition_method: manual ai_summary: The CNCF-backed global registry for finding, installing, and publishing Kubernetes packages. It features integrated vulnerability scanning, deprecation warnings, and multi-repository searching, cementing its role as the industry's @@ -6451,8 +6676,8 @@ https://artifacthub.io: v2_locations: - helm.md year: N/A - addition_method: manual https://artifacthub.io/packages/helm/choerodon/nexus3: + addition_method: manual ai_summary: An active Helm package designed to configure and orchestrate Sonatype Nexus3 instances. It handles data persistence, ingress routing, and performance tuning configurations optimized for enterprise container workloads. @@ -6473,8 +6698,8 @@ https://artifacthub.io/packages/helm/choerodon/nexus3: v2_locations: - helm.md year: '2024' - addition_method: manual https://artifacthub.io/packages/helm/mlflowserver/mlflow-server: + addition_method: manual content_hash: 6d492e306807621cf18e03ead9cc53f090cefb56cffb15df4e485797e55f74f2 description: '' health_score: 100.0 @@ -6490,8 +6715,8 @@ https://artifacthub.io/packages/helm/mlflowserver/mlflow-server: v2_locations: - mlops.md year: N/A - addition_method: manual https://artifacthub.io/packages/helm/oteemo/sonarqube: + addition_method: manual ai_summary: Helm chart repository listing for deploying SonarQube on Kubernetes, complete with configurations for persistence, ingress routing, and integrated database deployments. @@ -6513,8 +6738,8 @@ https://artifacthub.io/packages/helm/oteemo/sonarqube: v2_locations: - sonarqube.md year: '2024' - addition_method: manual https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack: + addition_method: manual ai_summary: The de facto standard Helm chart for deploying Prometheus and Grafana on Kubernetes. It manages the custom resource definitions (CRDs), handles scraper configurations, and provides out-of-the-box system alerting rules. @@ -6544,8 +6769,8 @@ https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack: - kubernetes-monitoring.md - prometheus.md year: N/A - addition_method: manual https://artifacthub.io/packages/helm/stable/cluster-autoscaler: + addition_method: manual content_hash: a44ad340947eafe3840f85f945c073fa9ca2792270095b2271e5bbace73ce323 health_score: 100.0 last_checked: 1779130495.031216 @@ -6556,8 +6781,8 @@ https://artifacthub.io/packages/helm/stable/cluster-autoscaler: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://artifacthub.io/packages/search?repo=haproxytech: + addition_method: manual ai_summary: The authoritative collection of Helm charts for deploying the HAProxy Load Balancer and Kubernetes Ingress Controller. These enterprise-stable manifests offer optimal performance-tuning settings out of the box. @@ -6585,8 +6810,8 @@ https://artifacthub.io/packages/search?repo=haproxytech: v2_locations: - helm.md year: N/A - addition_method: manual https://artifacthub.io/packages/search?ts_query_web=awx&sort=relevance&page=1: + addition_method: manual content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a description: '' health_score: 100.0 @@ -6602,8 +6827,42 @@ https://artifacthub.io/packages/search?ts_query_web=awx&sort=relevance&page=1: v2_locations: - ansible.md year: N/A - addition_method: manual +https://artificialconfidence.com/p/artificial-confidence-the-spec-for: + addition_method: automatic + ai_summary: A comprehensive twelve-point architectural specification defining the + requirements for an 'agent-native' cloud environment. The article details how + modern computing infrastructure must evolve to handle autonomous agent requirements—such + as ephemeral micro-sandboxes, persistent state machines, and non-interactive execution + pipelines—and compares early implementations by Vercel and Cloudflare. + category: ai-agents-mcp + complexity: Advanced + content_hash: 3297c47240a5ad551519dba6afbd7ab8863188fc2bb51e3f19250136dc9d3d1e + description: A twelve-point spec for what an agent-native cloud actually needs to + look like. + hierarchy: + - Cloud Architecture + - Next-Gen Cloud Infrastructure + - Agentic Systems + is_microservice: false + language: en + last_checked: 1780352292.588405 + reputation_status: Vetted + reputation_summary: Vetted and heavily discussed architectural specification across + platforms like Hacker News and X, detailing infrastructure changes required for + agentic workflows. + resource_type: article + social_preview_url: '' + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - CASE STUDY + title: 'Artificial Confidence: The Spec for the Agent-Native Cloud' + year: '2026' https://artoftesting.com/sql-queries-for-interview: + addition_method: manual ai_summary: Curator Insight presents practical database query puzzles focusing on aggregation and nested queries. Live Grounding shows that performance optimization of subqueries is critical for data-intensive positions. It targets practical technical @@ -6632,8 +6891,8 @@ https://artoftesting.com/sql-queries-for-interview: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://arun-sisodiya.medium.com/kyverno-a-policy-manager-for-kubernetes-286f6e082062: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -6648,8 +6907,8 @@ https://arun-sisodiya.medium.com/kyverno-a-policy-manager-for-kubernetes-286f6e0 v2_locations: - securityascode.md year: N/A - addition_method: manual https://asciiflow.com: + addition_method: manual content_hash: 2a7bca173bfbf450a20db316ed20f18c6d034406626db64b202117f226e7b5c3 description: '' health_score: 100.0 @@ -6665,8 +6924,8 @@ https://asciiflow.com: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://asdf-vm.com: + addition_method: manual ai_summary: An extensible, multi-language version manager capable of centralizing tool runtimes through a unified CLI configuration file (`.tool-versions`). Eliminates environmental drift across localized developer workspaces by managing multiple @@ -6698,8 +6957,8 @@ https://asdf-vm.com: - linux-dev-env.md - kubernetes-tools.md year: N/A - addition_method: manual https://ashishtechmill.com/cicd-workflow-for-spring-boot-application-on-kubernetes-via-skaffold: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -6710,8 +6969,8 @@ https://ashishtechmill.com/cicd-workflow-for-spring-boot-application-on-kubernet v1_locations: - docs/scaffolding.md year: N/A - addition_method: manual https://ashishtechmill.com/demystifying-google-container-tool-jib-java-image-builder: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -6722,8 +6981,8 @@ https://ashishtechmill.com/demystifying-google-container-tool-jib-java-image-bui v1_locations: - docs/maven-gradle.md year: N/A - addition_method: manual https://asishmm.medium.com/discussion-on-horizontal-pod-autoscaler-with-a-demo-on-local-k8s-cluster-81694c09f818: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -6738,8 +6997,8 @@ https://asishmm.medium.com/discussion-on-horizontal-pod-autoscaler-with-a-demo-o v2_locations: - kubernetes.md year: N/A - addition_method: manual https://asonisg.medium.com/multi-tenancy-with-kubernetes-part-1-8ac4e5083e31: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -6753,8 +7012,8 @@ https://asonisg.medium.com/multi-tenancy-with-kubernetes-part-1-8ac4e5083e31: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://astrofrog.github.io/blog/2016/01/12/stop-writing-python-4-incompatible-code: + addition_method: manual content_hash: 002d24699b54a8dbafe7e8a48e3829e2d7b108b0b09b60d54a52e0ee3a3a4d8e health_score: 100.0 last_checked: 1779034105.068994 @@ -6766,8 +7025,8 @@ https://astrofrog.github.io/blog/2016/01/12/stop-writing-python-4-incompatible-c - docs/python.md v2_locations: - python.md - addition_method: manual https://atareao.es/ubuntu/tuneles-ssh: + addition_method: manual ai_summary: 'Una guía exhaustiva en español que detalla la creación de túneles SSH locales, remotos y dinámicos (SOCKS5), optimizando la transmisión segura de datos a través de redes inseguras. Double-Evidence: El artículo detalla las configuraciones @@ -6792,8 +7051,8 @@ https://atareao.es/ubuntu/tuneles-ssh: v2_locations: - linux.md year: '2019' - addition_method: manual https://atodorov.me/2020/06/14/comparing-kubernetes-managed-services-across-digital-ocean-scaleway-ovhcloud-and-linode: + addition_method: manual ai_summary: A structural and cost-comparison analysis of managed Kubernetes engines from alternative cloud providers. Grounding highlights the comparative differences in control-plane SLAs, storage speeds, and node autoscaling support. @@ -6821,8 +7080,8 @@ https://atodorov.me/2020/06/14/comparing-kubernetes-managed-services-across-digi v2_locations: - matrix-table.md year: N/A - addition_method: manual https://atodorov.me/2021/02/27/why-you-should-take-a-look-at-nomad-before-jumping-on-kubernetes: + addition_method: manual ai_summary: A technical evaluation emphasizing why platform engineers should analyze Nomad's single-binary execution architecture before defaulting to a multi-component Kubernetes layout. @@ -6849,8 +7108,8 @@ https://atodorov.me/2021/02/27/why-you-should-take-a-look-at-nomad-before-jumpin v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://atul-agrawal.medium.com/library-vs-service-vs-sidecar-ff5a20b50cad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -6864,8 +7123,8 @@ https://atul-agrawal.medium.com/library-vs-service-vs-sidecar-ff5a20b50cad: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://austingil.com/vs-code-timeline-restores-work-git-cant: + addition_method: manual content_hash: 868ac83fb8954984fdee276c2d5158b3357255def262941c5ba5eb0433e36419 description: '' health_score: 100.0 @@ -6881,8 +7140,8 @@ https://austingil.com/vs-code-timeline-restores-work-git-cant: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://auth0.com/blog/deployment-strategies-in-kubernetes: + addition_method: manual content_hash: 4eb1602e40c3669a0f9767432dd66f9ee33785bad6f2f029f7e6545176d4f75e description: '' health_score: 100.0 @@ -6898,8 +7157,8 @@ https://auth0.com/blog/deployment-strategies-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://auth0.com/blog/java-spring-boot-microservices: + addition_method: manual content_hash: 04f846133c521d65f8e98592be2aed41f96ada1fa39783b85d545caa250f4cfa description: '' health_score: 100.0 @@ -6915,8 +7174,8 @@ https://auth0.com/blog/java-spring-boot-microservices: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://auth0.com/blog/kubernetes-secrets-management: + addition_method: manual content_hash: e2064a6f8a0d0890f0151c963399184587a4c751829b0282f2765a5649b596d7 description: '' health_score: 100.0 @@ -6932,8 +7191,8 @@ https://auth0.com/blog/kubernetes-secrets-management: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://auth0.com/blog/kubernetes-tutorial-step-by-step-introduction-to-basic-concepts: + addition_method: manual content_hash: 6374c45404f74d40e82739e35cb258a9d92bb4a037afab81b56d5e870dd666ad description: '' health_score: 100.0 @@ -6949,8 +7208,8 @@ https://auth0.com/blog/kubernetes-tutorial-step-by-step-introduction-to-basic-co v2_locations: - kubernetes.md year: N/A - addition_method: manual https://auth0.com/blog/webauthn-and-passkeys-for-java-developers: + addition_method: manual ai_summary: Explores the technical implementation of FIDO2 WebAuthn and Passkeys within enterprise Java systems. Reviews backend authentication flows, cryptographical challenge validation, and client-side orchestration strategies to bypass legacy @@ -6979,8 +7238,8 @@ https://auth0.com/blog/webauthn-and-passkeys-for-java-developers: v2_locations: - devsecops.md year: N/A - addition_method: manual https://auto-api.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -6995,8 +7254,8 @@ https://auto-api.dev: v2_locations: - developerportals.md year: N/A - addition_method: manual https://autodotes.com/posts/s90PP9397WYTsAWaRapd: + addition_method: manual content_hash: 859b0e694adc5fa1cb3c6ac2372c254bf7caa7471e66767ffa923e12e833ecbd description: '' health_score: 100.0 @@ -7016,8 +7275,8 @@ https://autodotes.com/posts/s90PP9397WYTsAWaRapd: - devops.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://automated-360.com/integration/how-to-perform-code-quality-check-for-selenium-test-automation: + addition_method: manual content_hash: 570f9690cfa86d602471769cd42587ad65afbb1a0765fbf1145f3ce3ecb0a897 description: '' health_score: 100.0 @@ -7029,8 +7288,8 @@ https://automated-360.com/integration/how-to-perform-code-quality-check-for-sele v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://automatetheboringstuff.com: + addition_method: manual content_hash: a2ce6dbc18357af299f5a33c2062833d64be49f06d0616d6c444d33aa3b37add description: '' health_score: 100.0 @@ -7046,8 +7305,8 @@ https://automatetheboringstuff.com: v2_locations: - python.md year: N/A - addition_method: manual https://automationqahub.com/common-cypress-interview-questions: + addition_method: manual ai_summary: A comprehensive compilation of Cypress testing framework interview questions. Explores end-to-end frontend testing, parallel execution, element selectors, and CI pipeline implementation. @@ -7073,8 +7332,8 @@ https://automationqahub.com/common-cypress-interview-questions: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationqahub.com/how-to-build-playwright-page-object-model: + addition_method: manual content_hash: e8cb4c47b6dc89e162dcf8df87063e7c77ee8ac64e95eed56988c3fae63c7c6d description: '' health_score: 100.0 @@ -7089,8 +7348,8 @@ https://automationqahub.com/how-to-build-playwright-page-object-model: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://automationqahub.com/how-to-configure-multiple-environments-in-playwright: + addition_method: manual content_hash: 7685c4d3cf5d07f2368e9d6f9d0f51dda0cd2632bff99ef1ee6f2ec3ecc67853 description: '' health_score: 100.0 @@ -7105,8 +7364,8 @@ https://automationqahub.com/how-to-configure-multiple-environments-in-playwright v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://automationqahub.com/how-to-do-mobile-automation-using-appium-2-0: + addition_method: manual content_hash: e37542848078c4b91a5697a398d00a0aa609e9df8438a341476fba5acd9ff55f description: '' health_score: 100.0 @@ -7121,8 +7380,8 @@ https://automationqahub.com/how-to-do-mobile-automation-using-appium-2-0: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://automationqahub.com/how-to-install-playwright-tool: + addition_method: manual content_hash: 70462f92adfd3be663793b9138d7e6835e63805de2e39e4260af9424721d9edb description: '' health_score: 100.0 @@ -7137,8 +7396,8 @@ https://automationqahub.com/how-to-install-playwright-tool: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://automationqahub.com/how-to-publish-extentreport-using-jenkins: + addition_method: manual content_hash: 58d25cbeda00cf4467d4e83c592168963deac085f0cd9cad38cb31ac90d73f21 description: '' health_score: 100.0 @@ -7153,8 +7412,8 @@ https://automationqahub.com/how-to-publish-extentreport-using-jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://automationqahub.com/latest-api-testing-interview-questions-and-answers: + addition_method: manual ai_summary: Curator Insight provides modern API testing patterns detailing OAuth, JSON schema, and multi-protocol automation. Live Grounding reveals that API contract testing is vital for microservices continuous deployment pipelines. This guide @@ -7182,8 +7441,8 @@ https://automationqahub.com/latest-api-testing-interview-questions-and-answers: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationqahub.com/latest-rest-assured-interview-questions: + addition_method: manual ai_summary: Curator Insight focuses on Rest Assured validation syntax, request specifications, and JSON path extractions. Live Grounding shows that automated API integration tests are essential for microservice regression verification. This supports QA @@ -7211,8 +7470,8 @@ https://automationqahub.com/latest-rest-assured-interview-questions: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationqahub.com/latest-selenium-interview-questions-and-answers: + addition_method: manual ai_summary: Curator Insight lists Selenium WebDriver questions, wait commands, and page models. Live Grounding confirms that Selenium remains a de-facto standard for cross-browser enterprise functional testing. It serves as standard interview @@ -7240,8 +7499,8 @@ https://automationqahub.com/latest-selenium-interview-questions-and-answers: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationqahub.com/mastering-git-your-ultimate-git-cheat-sheet-for-quick-reference: + addition_method: manual ai_summary: Curator Insight maps out a cheat sheet for rapid Git command lookups, including cherry-picking and stashing. Live Grounding indicates that quick-access reference sheets are highly valued for reducing context switching. This is an @@ -7268,8 +7527,8 @@ https://automationqahub.com/mastering-git-your-ultimate-git-cheat-sheet-for-quic v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationqahub.com/popular-software-testing-interview-questions: + addition_method: manual ai_summary: Curator Insight covers testing lifecycles, manual versus automated strategies, and bug reporting flows. Live Grounding verifies that logical testing theory remains key for developing high-coverage validation matrices. It serves as an entry QA @@ -7297,8 +7556,8 @@ https://automationqahub.com/popular-software-testing-interview-questions: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2020/02/top-18-docker-commands-for-aytomation.html: + addition_method: manual content_hash: c9fe2db5a13fba458ae8049a8424b295b988f59ca8e047d3bebf5c83c343fcc3 description: '' health_score: 100.0 @@ -7314,8 +7573,8 @@ https://automationreinvented.blogspot.com/2020/02/top-18-docker-commands-for-ayt v2_locations: - docker.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2020/06/top-30-interview-questions-on.html: + addition_method: manual ai_summary: Curator Insight explores typical Selenium exceptions and locator patterns for automation engineers. Live Grounding shows that robust wait configurations are crucial to mitigate flaky tests on dynamic websites. This legacy resource @@ -7345,8 +7604,8 @@ https://automationreinvented.blogspot.com/2020/06/top-30-interview-questions-on. v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2020/09/top-11-kubernetes-interview-question.html: + addition_method: manual ai_summary: Curator Insight presents Kubernetes pod structures, services, and multi-namespace deployments. Live Grounding confirms that setting correct resource limits and liveness probes is vital for application stability. This legacy guide prepares @@ -7376,8 +7635,8 @@ https://automationreinvented.blogspot.com/2020/09/top-11-kubernetes-interview-qu v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2020/10/top-11-kubernetes-interview-questions.html: + addition_method: manual ai_summary: Curator Insight focuses on basic Kubernetes kubectl commands and simple deployment manifestations. Live Grounding highlights that SDET and junior DevOps roles require direct command familiarity to diagnose running containers. This @@ -7407,8 +7666,8 @@ https://automationreinvented.blogspot.com/2020/10/top-11-kubernetes-interview-qu v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2020/11/top-30-api-testing-interview-questions.html: + addition_method: manual ai_summary: Curator Insight delivers REST-based API testing fundamentals using Rest Assured framework. Live Grounding shows that despite its age, HTTP status and header validation remain foundational for API test engineers. This is a solid @@ -7438,8 +7697,8 @@ https://automationreinvented.blogspot.com/2020/11/top-30-api-testing-interview-q v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2020/11/top-interview-question-on-kubernetes.html: + addition_method: manual ai_summary: Curator Insight investigates ReplicaSet controller functionality, scaling mechanisms, and selector matching. Live Grounding shows that modern deployments abstract ReplicaSets under Deployments to handle updates smoothly. It details @@ -7469,8 +7728,8 @@ https://automationreinvented.blogspot.com/2020/11/top-interview-question-on-kube v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on.html: + addition_method: manual ai_summary: Curator Insight analyzes TestNG frameworks, parameter drivers, and parallel browser execution patterns. Live Grounding shows that parallel test suites are critical to reduce build feedback times in CI. This assists enterprise QA engineers. @@ -7499,8 +7758,8 @@ https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on. v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/02/how-to-run-test-selenium-tests-from.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -7518,8 +7777,8 @@ https://automationreinvented.blogspot.com/2021/02/how-to-run-test-selenium-tests v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/03/top-40-api-testing-interview-question.html: + addition_method: manual ai_summary: Curator Insight structures API testing interview paths, focusing on authentication, mock endpoints, and payloads. Live Grounding indicates that automated contract validation is a critical defense line in continuous delivery. It guides @@ -7549,8 +7808,8 @@ https://automationreinvented.blogspot.com/2021/03/top-40-api-testing-interview-q v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/05/how-to-schedule-job-in-jenkins-pipeline.html: + addition_method: manual content_hash: c8e4e98e0fcc8ebe1cec03795dccfcc31c137f97886e8b4abd0a677b8a14837f description: '' health_score: 100.0 @@ -7567,8 +7826,8 @@ https://automationreinvented.blogspot.com/2021/05/how-to-schedule-job-in-jenkins v2_locations: - jenkins.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/05/top-git-interview-question-set-03-for.html: + addition_method: manual ai_summary: Curator Insight addresses interactive Git workflows, rebasing, and trunk-based development commands. Live Grounding verifies that clean commit history management is a key differentiator in senior engineering roles. It supports advanced Git @@ -7598,8 +7857,8 @@ https://automationreinvented.blogspot.com/2021/05/top-git-interview-question-set v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/06/how-to-send-email-notification-in.html: + addition_method: manual content_hash: 0bcccbe40160bba03aa155b9ca924d256dfa85ba16bf9a1f87c3196e4766515d description: '' health_score: 100.0 @@ -7616,8 +7875,8 @@ https://automationreinvented.blogspot.com/2021/06/how-to-send-email-notification v2_locations: - jenkins.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/08/how-to-create-parameterized-job-in.html: + addition_method: manual content_hash: 4dedf4b623ae2781d13a72d1510729d52485ad12d00b7c91fc6f246e0648ba8d description: '' health_score: 100.0 @@ -7634,8 +7893,8 @@ https://automationreinvented.blogspot.com/2021/08/how-to-create-parameterized-jo v2_locations: - jenkins.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/09/top-10-jenkins-interview-question-for.html: + addition_method: manual ai_summary: Curator Insight addresses Jenkins execution, parameters, trigger configs, and build workspace cleanups. Live Grounding confirms that efficient workspace management is essential to prevent disk exhaustion on build nodes. It guides automated @@ -7665,8 +7924,8 @@ https://automationreinvented.blogspot.com/2021/09/top-10-jenkins-interview-quest v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/09/top-40-git-interview-questions-and.html: + addition_method: manual ai_summary: Curator Insight structures forty Git commands for daily automation, continuous integration, and conflict resolutions. Live Grounding shows that git-based automation scripts are standard in modern DevOps deployments. It outlines daily @@ -7697,8 +7956,8 @@ https://automationreinvented.blogspot.com/2021/09/top-40-git-interview-questions v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2021/12/top-20-jenkins-interview-questions-and.html: + addition_method: manual ai_summary: Curator Insight analyzes optimization pathways, notification patterns, and shared library integrations in Jenkins. Live Grounding highlights that declarative pipeline modularization via shared libraries is standard in enterprise teams. @@ -7728,8 +7987,8 @@ https://automationreinvented.blogspot.com/2021/12/top-20-jenkins-interview-quest v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2022/03/top-80-api-testing-interview-questions.html: + addition_method: manual ai_summary: Curator Insight lists 80 API testing interview questions covering security standards, JWT tokens, and performance metrics. Live Grounding verifies that complex payload validation and secure communication tests are critical for modern APIs. @@ -7759,8 +8018,8 @@ https://automationreinvented.blogspot.com/2022/03/top-80-api-testing-interview-q v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/2022/03/what-is-json-schema-and-how-to-perform.html: + addition_method: manual ai_summary: A detailed test automation walkthrough explaining JSON Schema validation with Rest Assured. Guides developers in implementing reliable regression pipelines to maintain robust system integrations. @@ -7790,8 +8049,8 @@ https://automationreinvented.blogspot.com/2022/03/what-is-json-schema-and-how-to - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://automationreinvented.blogspot.com/search/label/Kubernetes?m=1: + addition_method: manual ai_summary: Curator Insight indexes tutorials for container orchestration, YAML configurations, and service exposures. Live Grounding shows that structured, hands-on tutorials are preferred for learning declarative infrastructure definitions. This @@ -7820,8 +8079,8 @@ https://automationreinvented.blogspot.com/search/label/Kubernetes?m=1: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://automationscript.com/how-to-read-console-output-in-jenkins-pipeline: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -7836,8 +8095,8 @@ https://automationscript.com/how-to-read-console-output-in-jenkins-pipeline: v2_locations: - jenkins.md year: N/A - addition_method: manual https://automationscript.com/parallel-execution-in-selenium-using-jenkins: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -7852,8 +8111,8 @@ https://automationscript.com/parallel-execution-in-selenium-using-jenkins: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://awesome-architecture.com: + addition_method: manual content_hash: 0e2347a7c0cb9fc93608bbb37debeb534ab2105996be6dfb7d0b90e8bc8dfd13 description: '' health_score: 100.0 @@ -7870,8 +8129,8 @@ https://awesome-architecture.com: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://awesome-go.com: + addition_method: manual content_hash: d56b953bb64fc8fa1f8ee3f641243bacc307fc5dc92c07db31afc59314f14f56 description: '' health_score: 100.0 @@ -7882,14 +8141,14 @@ https://awesome-go.com: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://awesome-kubernetes.readthedocs.io: + addition_method: manual content_hash: 31f27f5ea923b800ad40b77d77806eeb32d4e2bec4ff491d8d590b29445d6e31 health_score: 100.0 last_checked: 1779030238.535195 v1_locations: [] - addition_method: manual https://awesome-kubernetes.readthedocs.io/kubernetes: + addition_method: manual content_hash: 908305c0fe0f1bab8e54ac031d9ababf2dc905e6e6ad0a4d2654002abd6f4f01 description: '' health_score: 100.0 @@ -7905,8 +8164,8 @@ https://awesome-kubernetes.readthedocs.io/kubernetes: v2_locations: - openshift.md year: N/A - addition_method: manual https://awesome.jimmysong.io: + addition_method: manual content_hash: c7c4b0f0bd472e00444c0ca797d4e3912db028fe376d7d9c414b95cd51a140ac health_score: 100.0 last_checked: 1779130495.033582 @@ -7918,8 +8177,8 @@ https://awesome.jimmysong.io: v2_locations: - architectural-foundations.md - other-awesome-lists.md - addition_method: manual https://awesomeopensource.com/project/William-Yeh/ansible-prometheus: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -7929,8 +8188,8 @@ https://awesomeopensource.com/project/William-Yeh/ansible-prometheus: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://awesomeopensource.com/project/cloudposse/terraform-aws-multi-az-subnets: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -7944,8 +8203,8 @@ https://awesomeopensource.com/project/cloudposse/terraform-aws-multi-az-subnets: v2_locations: - terraform.md year: N/A - addition_method: manual https://awesomeopensource.com/project/sirredbeard/Awesome-WSL: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -7959,8 +8218,8 @@ https://awesomeopensource.com/project/sirredbeard/Awesome-WSL: v2_locations: - other-awesome-lists.md year: N/A - addition_method: manual https://awesomeopensource.com/projects/cidr: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -7976,8 +8235,8 @@ https://awesomeopensource.com/projects/cidr: - networking.md - other-awesome-lists.md year: N/A - addition_method: manual https://awesomerank.github.io/lists/janikvonrotz/awesome-powershell.html: + addition_method: manual content_hash: 6e883a32aa5782b05fc39544d97db7e1c91ed265868471fbe3a6baa20488e2a4 description: '' health_score: 100.0 @@ -7994,9 +8253,9 @@ https://awesomerank.github.io/lists/janikvonrotz/awesome-powershell.html: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual ? https://awkwardferny.medium.com/setting-up-distributed-tracing-with-opentelemetry-jaeger-in-kubernetes-ingress-nginx-cfdda7d9441d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030538.481944 @@ -8010,8 +8269,8 @@ https://awesomerank.github.io/lists/janikvonrotz/awesome-powershell.html: v2_locations: - monitoring.md year: N/A - addition_method: manual https://aws-latency.altaircp.com: + addition_method: manual content_hash: 77604416b84e73a1b36a2f07fe1c2e38728c8399147de600443f6dfd9a69b7c4 health_score: 100.0 last_checked: 1779034090.490596 @@ -8023,8 +8282,8 @@ https://aws-latency.altaircp.com: - docs/aws-networking.md v2_locations: - aws-networking.md - addition_method: manual https://aws-observability.github.io/terraform-aws-observability-accelerator: + addition_method: manual content_hash: 271a78a664c5c419cf19e2986c9feab6bc1746203cb2b8ab61dd3af592c2b95c description: '' health_score: 100.0 @@ -8041,8 +8300,8 @@ https://aws-observability.github.io/terraform-aws-observability-accelerator: v2_locations: - terraform.md year: N/A - addition_method: manual https://aws-observability.github.io/terraform-aws-observability-accelerator/eks/tracing: + addition_method: manual content_hash: 6dea4f63d256cde1330541dc9153ea2eb05c9208e0bc670b481a84c11f972c7a description: '' health_score: 100.0 @@ -8057,8 +8316,8 @@ https://aws-observability.github.io/terraform-aws-observability-accelerator/eks/ v2_locations: - terraform.md year: N/A - addition_method: manual https://aws-quickstart.github.io/quickstart-eks-rancher: + addition_method: manual content_hash: b116eb97aa3763e692ebebc94edfdbf1163437f8c4c7c32fb5cb4bebec5e8d03 description: '' health_score: 100.0 @@ -8077,8 +8336,8 @@ https://aws-quickstart.github.io/quickstart-eks-rancher: - aws-containers.md - rancher.md year: N/A - addition_method: manual https://aws.amazon.com: + addition_method: manual content_hash: 5e5a1d269034704970e0b2eafca1e2c73599abbd760e516af07583f0803f815a health_score: 100.0 last_checked: 1779130494.992259 @@ -8090,16 +8349,50 @@ https://aws.amazon.com: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://aws.amazon.com/about-aws: + addition_method: manual last_checked: 1779388612.85917 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-newfeatures.md - addition_method: manual +? https://aws.amazon.com/about-aws/global-infrastructure/innovation/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=n/a&linkId=951858139 +: addition_method: automatic + ai_summary: An official architectural overview of the AWS Global Infrastructure, + highlighting the innovations in server design, custom silicon (Graviton/Trainium/Inferentia), + cooling technologies, and networking topology. This page describes how AWS maintains + regional isolation and high-availability zones to power mission-critical workloads + worldwide. It serves as an essential reference for cloud architects looking to + understand physical layer redundancy and infrastructure-level security baselines. + category: aws-architecture + complexity: intermediate + content_hash: de3cea21e06278d53227a3f26c4ab81aed588d2a9d93b79a8918b5ad7f774ac7 + description: Explore how AWS designs and builds its global infrastructure to deliver + high availability, low latency, and secure cloud services. + hierarchy: + - Cloud Providers + - AWS + - Global Infrastructure + is_microservice: false + language: en + last_checked: 1780352828.641312 + reputation_status: Vetted + reputation_summary: Official AWS Cloud Infrastructure documentation showcasing hardware + innovation and global data center standards. + resource_type: documentation + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: AWS Global Infrastructure Innovation + year: '2026' https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations: + addition_method: manual content_hash: 5d21888d9fa3ce0ad76da7aa0dc95ff42a4fbbdf554692b179caa2b2fd61f466 description: '' health_score: 100.0 @@ -8115,16 +8408,16 @@ https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations: v2_locations: - aws.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2015/12/aws-cloudformation-adds-support-for-aws-waf-and-aws-directory-service-for-microsoft-active-directory -: content_hash: bbc82c144edf66a97ce1a76d1d4d435cb51f7f8c9e503aef868b88b2a1770d90 +: addition_method: manual + content_hash: bbc82c144edf66a97ce1a76d1d4d435cb51f7f8c9e503aef868b88b2a1770d90 health_score: 64.0 last_checked: 1779130494.987928 v1_locations: - docs/aws-newfeatures.md - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2015/12/now-add-or-modify-request-headers-forwarded-from-amazon-cloudfront-to-origin -: content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 +: addition_method: manual + content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 description: '' health_score: 100.0 last_checked: 1779031255.563905 @@ -8138,8 +8431,8 @@ https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-postgresql-support: + addition_method: manual ai_summary: Curator Insight chronicles the historical release when AWS SCT introduced target support for Amazon RDS PostgreSQL. Live Grounding indicates that this addition laid the groundwork for open-source migrations of commercial PL/SQL and T-SQL. @@ -8166,9 +8459,9 @@ https://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-po v2_locations: - aws-databases.md year: '2016' - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2016/04/aws-config-rules-now-available-in-4-new-regions-us-west-oregon-eu-ireland-eu-frankfurt-and-asia-pacific-tokyo -: content_hash: 89f116c915b33a2dfe1fe69797042f7d8093aa60c570fe9ac30a0459a4fc07c2 +: addition_method: manual + content_hash: 89f116c915b33a2dfe1fe69797042f7d8093aa60c570fe9ac30a0459a4fc07c2 description: '' health_score: 100.0 last_checked: 1779030091.082268 @@ -8184,9 +8477,9 @@ https://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-po v2_locations: - aws.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2016/05/pci-dss-standardized-architecture-on-the-aws-cloud-quick-start-reference-deployment -: content_hash: 2c3e3bc156d5672fedf5123571dc0e92e89be0316d4e357dd81f92b87c00f170 +: addition_method: manual + content_hash: 2c3e3bc156d5672fedf5123571dc0e92e89be0316d4e357dd81f92b87c00f170 description: '' health_score: 100.0 last_checked: 1779032699.349151 @@ -8202,8 +8495,8 @@ https://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-po v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2016/06/learn-aws-security-fundamentals-with-free-and-online-training: + addition_method: manual content_hash: e507b7b6f3411f946a360ddc243986181a67a84f87083360d8b70f691265d0e0 description: '' health_score: 100.0 @@ -8219,9 +8512,9 @@ https://aws.amazon.com/about-aws/whats-new/2016/06/learn-aws-security-fundamenta v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2016/07/build-a-modular-and-scalable-amazon-vpc-architecture-with-new-quick-start -: content_hash: 986340b1a85c86a9fd3b313efb5a1f3ec9df9b0181766eb3eac060c18be18092 +: addition_method: manual + content_hash: 986340b1a85c86a9fd3b313efb5a1f3ec9df9b0181766eb3eac060c18be18092 description: '' health_score: 100.0 last_checked: 1779031360.464713 @@ -8236,8 +8529,8 @@ https://aws.amazon.com/about-aws/whats-new/2016/06/learn-aws-security-fundamenta v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-application-load-balancer: + addition_method: manual content_hash: c1c6ca1cca9212cb8e197367987560c60f6d67215fa62270832673643bc6ce78 description: '' health_score: 100.0 @@ -8253,8 +8546,8 @@ https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-support v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-asp-net-core-and-multi-app-net-support: + addition_method: manual content_hash: 92f6c48bca0cf81f8f78b353f8f027964a72cc5c8005c6f61ecc7a741f7abcb0 description: '' health_score: 100.0 @@ -8270,8 +8563,8 @@ https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-support v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-nginx-proxy-server-with-tomcat: + addition_method: manual content_hash: 163519ce978a1bcc7e19f2569013bad5147c60a5c27843660be0ac8ab6d477f2 description: '' health_score: 100.0 @@ -8287,8 +8580,8 @@ https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-support v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2016/08/specifying-the-vpc-for-your-amazon-rds-db-instance: + addition_method: manual content_hash: 1caef521f28e208d74572e94529f5f3dd8cdc5bddf50129e8e1015820e812be7 description: '' health_score: 100.0 @@ -8304,8 +8597,8 @@ https://aws.amazon.com/about-aws/whats-new/2016/08/specifying-the-vpc-for-your-a v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-cloudfront-now-supports-http2: + addition_method: manual content_hash: c2ddcd4c70202c6d135b2f48ee5800ff005d884a93b6e600d543bc90f057e385 description: '' health_score: 100.0 @@ -8321,9 +8614,9 @@ https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-cloudfront-now-support v2_locations: - aws-networking.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-rds-for-postgresql-enhancements-support-for-new-minor-versions-logical-replication-and-amazon-rds-postgresql-as-a-source-for-aws-dms -: ai_summary: Curator Insight details historical native enhancements to Amazon RDS +: addition_method: manual + ai_summary: Curator Insight details historical native enhancements to Amazon RDS PostgreSQL, including foundational logical replication capability. Live Grounding notes that this 2016 release unlocked the capability to use RDS PostgreSQL as a source for change-data capture in AWS DMS. Included for tracing the lineage @@ -8352,8 +8645,8 @@ https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-cloudfront-now-support v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2016/09/nginx-plus-on-the-aws-cloud-quick-start-reference-deployment: + addition_method: manual content_hash: 01b8f8145a734289187e2dddbe1666c0481c9db8e5e58a12852cf497a3e31b82 description: '' health_score: 100.0 @@ -8369,8 +8662,8 @@ https://aws.amazon.com/about-aws/whats-new/2016/09/nginx-plus-on-the-aws-cloud-q v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2016/10/oracle-database-on-the-aws-cloud-quick-start-reference-deployment: + addition_method: manual ai_summary: Announcement and reference guide for launching highly available Oracle Database setups on AWS. Provides pre-built CloudFormation architectures mapping storage configurations and licensing models (BYOL). @@ -8397,8 +8690,8 @@ https://aws.amazon.com/about-aws/whats-new/2016/10/oracle-database-on-the-aws-cl v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2020/06/introducing-aws-cloudformation-guard-preview: + addition_method: manual content_hash: 40a264caf6f283a17bed1a2f44d27ce4c4790f87b7ab5c2b8be3b25696bd1715 description: '' health_score: 100.0 @@ -8415,8 +8708,8 @@ https://aws.amazon.com/about-aws/whats-new/2020/06/introducing-aws-cloudformatio v2_locations: - aws-iac.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2020/08/announcing-the-aws-controllers-for-kubernetes-preview: + addition_method: manual ai_summary: The AWS Controllers for Kubernetes (ACK) allows developers to define and manage AWS resources directly from within Kubernetes using custom resources. This bridges the declarative Kubernetes API model with external cloud infrastructure @@ -8444,8 +8737,8 @@ https://aws.amazon.com/about-aws/whats-new/2020/08/announcing-the-aws-controller v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-dashboards-supports-sharing: + addition_method: manual content_hash: 9b0a6359cf9502643ed2ef9ab8092589176192f45b032e09554683b452fced82 description: '' health_score: 100.0 @@ -8461,8 +8754,8 @@ https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-dashboards- v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-monitors-prometheus-metrics-container-environments: + addition_method: manual content_hash: 2cd52e248157b4045876cdf33746cd133f99a3876ecc3240d9b54fb837947c0b description: '' health_score: 100.0 @@ -8478,9 +8771,9 @@ https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-monitors-pr v2_locations: - aws-monitoring.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2020/12/amazon-ec2-announces-spot-blueprints-an-infrastructure-code-template-generator-to-get-started-with-ec2-spot-instances -: content_hash: 5b05c5adfb338d79caaf2906f404cf4dcc70dc7579dfe958827c43eea83f9f17 +: addition_method: manual + content_hash: 5b05c5adfb338d79caaf2906f404cf4dcc70dc7579dfe958827c43eea83f9f17 description: '' health_score: 100.0 last_checked: 1779029634.374791 @@ -8496,8 +8789,8 @@ https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-monitors-pr v2_locations: - aws-iac.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2021/01/amazon-elastic-file-system-triples-read-throughput: + addition_method: manual ai_summary: Announcement detailing architectural performance enhancements to AWS EFS. Details how the platform tripled read limits, providing immediate benefits to read-heavy workloads like distributed machine learning or CMS host arrays. @@ -8524,8 +8817,8 @@ https://aws.amazon.com/about-aws/whats-new/2021/01/amazon-elastic-file-system-tr v2_locations: - aws-storage.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aws-cloud-development-kit-cdk-primer: + addition_method: manual ai_summary: An official AWS educational lab covering foundations of the Cloud Development Kit. Focuses on writing structural patterns to deploy secure multi-tier cloud environments using object-oriented languages. @@ -8553,9 +8846,9 @@ https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aw v2_locations: - aws-training.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2021/02/amazon-eks-clusters-support-user-authentication-oidc-compatible-identity-providers -: content_hash: 5f6818bec3a1ad94c7115fa1f9f115616bcbfec506b36dab353a1d4bb1cd07aa +: addition_method: manual + content_hash: 5f6818bec3a1ad94c7115fa1f9f115616bcbfec506b36dab353a1d4bb1cd07aa description: '' health_score: 100.0 last_checked: 1779030119.342552 @@ -8571,9 +8864,9 @@ https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aw v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2021/03/iam-access-analyzer-supports-over-100-policy-checks-with-actionable-recommendations -: content_hash: 6791a598f4f29e3b1dbc877fd2866ac8907539cbb8ba95cd485882dec86b8b34 +: addition_method: manual + content_hash: 6791a598f4f29e3b1dbc877fd2866ac8907539cbb8ba95cd485882dec86b8b34 description: '' health_score: 100.0 last_checked: 1779032483.66784 @@ -8589,8 +8882,8 @@ https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aw v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2021/05/introducing-distributed-load-testing-v1-3: + addition_method: manual content_hash: 980fa380627c89a8abee0ca56d2280e577eab7cf02eaa046c63b94d13b5a8ac7 description: '' health_score: 100.0 @@ -8601,8 +8894,8 @@ https://aws.amazon.com/about-aws/whats-new/2021/05/introducing-distributed-load- v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2021/06/new-aws-solutions-implementation-tag-tamer: + addition_method: manual content_hash: 3c347879a93299440ba08b75040b83bf376b59e131d90cdce6c875385521b056 description: '' health_score: 100.0 @@ -8623,9 +8916,9 @@ https://aws.amazon.com/about-aws/whats-new/2021/06/new-aws-solutions-implementat v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-ec2-auto-scaling-now-lets-you-control-which-instances-to-terminate-on-scale-in -: content_hash: a26e116b192e566987933d88b14c34a0ffcaa2841139c52d02f72d9d4c4dafc5 +: addition_method: manual + content_hash: a26e116b192e566987933d88b14c34a0ffcaa2841139c52d02f72d9d4c4dafc5 description: '' health_score: 100.0 last_checked: 1779029952.484513 @@ -8641,9 +8934,9 @@ https://aws.amazon.com/about-aws/whats-new/2021/06/new-aws-solutions-implementat v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-virtual-private-cloud-vpc-customers-can-assign-ip-prefixes-ec2-instances -: content_hash: 885e4cd0c2a479a9ef2dea693d4dcd49f5e44fd6d9579351f88811f3938b5303 +: addition_method: manual + content_hash: 885e4cd0c2a479a9ef2dea693d4dcd49f5e44fd6d9579351f88811f3938b5303 description: '' health_score: 100.0 last_checked: 1779029421.565356 @@ -8659,8 +8952,8 @@ https://aws.amazon.com/about-aws/whats-new/2021/06/new-aws-solutions-implementat v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-vpc-cni-plugin-increases-pods-per-node-limits: + addition_method: manual content_hash: 7210f6a40f4e27741e08596fc43eb20b85b2b9e85e087aff42c8e7ec64287c56 description: '' health_score: 100.0 @@ -8676,9 +8969,9 @@ https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-vpc-cni-plugin-increas v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2021/07/simplify-ci-cd-configuration-serverless-applications-your-favorite-ci-cd-system-public-preview -: ai_summary: An official feature announcement marking the public availability of +: addition_method: manual + ai_summary: An official feature announcement marking the public availability of streamlined multi-environment CI/CD generation tools inside the AWS Serverless Application Model (SAM). The utility minimizes the boilerplate code needed to build, test, and package serverless deliverables. 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https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-eks-automated-provisioning-lifecycle-management-windows-containers -: content_hash: 81d40ead139649302e05fd3c4bba001f531758b0e750e31bb974b8fd5a969d30 +: addition_method: manual + content_hash: 81d40ead139649302e05fd3c4bba001f531758b0e750e31bb974b8fd5a969d30 description: '' health_score: 100.0 last_checked: 1779031647.472834 @@ -9367,8 +9660,8 @@ https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-ecs-cloudwatch-alarms- v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-rds-integration-aws-secrets-manager: + addition_method: manual content_hash: ee8238d30625b59e1e8caf859549028c95d1145e8a4f86bbb79130202dc0449b description: '' health_score: 100.0 @@ -9384,8 +9677,8 @@ https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-rds-integration-aws-se v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-timestream-enables-protect-data-through-aws-backup: + addition_method: manual content_hash: 36cfb21f1e546e8ad276f0d549a7d20515486f4c4c1c92ff06ad3ec01435ab3d description: '' health_score: 100.0 @@ -9401,8 +9694,8 @@ https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-timestream-enables-pro v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-cloudwatch-high-resolution-metric-extraction-structured-logs: + addition_method: manual content_hash: 184fe147a1271e2496293628ed9daf2150201bdf643359a4409466ec3ff22603 description: '' health_score: 100.0 @@ -9424,8 +9717,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-cloudwatch-high-resolu v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-guardduty-aws-europe-spain-region: + addition_method: manual content_hash: 504f5b6f3c62c040b80f243439733421937b7b64ec984d46e6baf661a33d1ebc description: '' health_score: 100.0 @@ -9441,8 +9734,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-guardduty-aws-europe-s v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/02/aws-network-firewall-tag-based-resource-groups: + addition_method: manual content_hash: 4329738a7c2953e58e86d341cbf33f14227515ffa3fae834021ffb5bcdf06059 description: '' health_score: 100.0 @@ -9458,8 +9751,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/02/aws-network-firewall-tag-base v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/02/aws-sam-cli-sam-list-command-inspect-resources: + addition_method: manual content_hash: c9618a3ce967c67a912955b9a0f6e812be17e3c0a47fcd144c3b955c19967b8b description: '' health_score: 100.0 @@ -9480,8 +9773,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/02/aws-sam-cli-sam-list-command- v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/02/enable-aws-systems-manager-default-all-ec2-instances-account: + addition_method: manual content_hash: 99e016dbb15f8aa4ca690fffad9bb2c05618b5dbd9c246fd08bde76e5641dbca description: '' health_score: 100.0 @@ -9498,9 +9791,9 @@ https://aws.amazon.com/about-aws/whats-new/2023/02/enable-aws-systems-manager-de v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://aws.amazon.com/about-aws/whats-new/2023/03/amazon-detective-graph-visualization-interactive-security-investigations -: content_hash: b2502fb632ecc2a0a2547c37357b34dd88d6952cb2ac658f457af8daea189d63 +: addition_method: manual + content_hash: b2502fb632ecc2a0a2547c37357b34dd88d6952cb2ac658f457af8daea189d63 description: '' health_score: 100.0 last_checked: 1779031669.498399 @@ -9515,8 +9808,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/02/enable-aws-systems-manager-de v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/04/aws-transit-gateway-europe-spain-region: + addition_method: manual ai_summary: AWS announcement declaring the availability of Transit Gateway in the Europe (Spain) region. Enables cloud architects to build highly scalable hub-and-spoke virtual private networks natively. @@ -9543,8 +9836,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/04/aws-transit-gateway-europe-sp v2_locations: - aws-spain.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/05/amazon-cloudfront-one-click-security-protections: + addition_method: manual content_hash: 1833e0cbda5144e2a21d10006e84569f2d2f7ea14d299b4386ae65255585b81f description: '' health_score: 100.0 @@ -9560,8 +9853,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/05/amazon-cloudfront-one-click-s v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/05/aws-backup-cross-region-backups-four-regions: + addition_method: manual content_hash: 510e8763623c60906d20ad2ae77a51cd857803cdb976284acb75c9a3ec79366e description: '' health_score: 100.0 @@ -9577,8 +9870,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/05/aws-backup-cross-region-backu v2_locations: - aws-backup.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/05/aws-management-console-private-access: + addition_method: manual content_hash: 11cac57d86369a82e7ffc670dde1e3ede1a3ce3a2fc4a1106afeb79e17bd56e9 description: '' health_score: 100.0 @@ -9594,8 +9887,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/05/aws-management-console-privat v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/05/aws-waf-rate-based-rules-request-headers-composite-keys: + addition_method: manual content_hash: 4a5e6fde48b3d3db56fb75b07c65f7d2c182696f8022221c31d71dbf622aeb5c description: '' health_score: 100.0 @@ -9612,8 +9905,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/05/aws-waf-rate-based-rules-requ v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/06/aws-config-recording-exclusions-resource-type: + addition_method: manual content_hash: 15d401a5716e98832b56b4c7f01367e67f2ae3707872bfa16c599cc826f7dc67 description: '' health_score: 100.0 @@ -9629,8 +9922,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/06/aws-config-recording-exclusio v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity: + addition_method: manual ai_summary: Highlights the launch of EKS Pod Identity, an evolved architectural alternative to IRSA (IAM Roles for Service Accounts). By utilizing a highly optimized local agent daemon on worker nodes, it simplifies IAM association, scales beyond @@ -9661,8 +9954,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity: - managed-kubernetes-in-public-cloud.md - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/11/automate-aws-control-tower-zone-operations-apis: + addition_method: manual content_hash: 6b19b0f85e06adaabec6bd5aecae3b4574d8f6f8728df3bdc704855ce3030c69 description: '' health_score: 100.0 @@ -9679,8 +9972,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/11/automate-aws-control-tower-zo v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2023/11/aws-cloudformation-git-management-stacks: + addition_method: manual content_hash: 255a5033032cc285370e0202d580be701956f18bd07eace433b6788c4a3f56c4 description: '' health_score: 100.0 @@ -9696,8 +9989,8 @@ https://aws.amazon.com/about-aws/whats-new/2023/11/aws-cloudformation-git-manage v2_locations: - aws-iac.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2024/01/amazon-ecs-fargate-integrate-ebs: + addition_method: manual content_hash: 118eb370d082b8d64690d2339a3953717fb3d61d50b70b8431102d1560f64eb2 description: '' health_score: 100.0 @@ -9713,8 +10006,8 @@ https://aws.amazon.com/about-aws/whats-new/2024/01/amazon-ecs-fargate-integrate- v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2024/02/aws-cloudformation-templates-cdk-apps-minutes: + addition_method: manual content_hash: 308b84efba93afad55e77d39c4d37e6cd53eba0c331d7381b5dbe1189930a50c description: '' health_score: 100.0 @@ -9731,8 +10024,8 @@ https://aws.amazon.com/about-aws/whats-new/2024/02/aws-cloudformation-templates- v2_locations: - aws-iac.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2024/03/application-load-balancer-http-keepalive-duration: + addition_method: manual content_hash: 0ca97b670eeacbe243311ed43a7aeb8fad59ddbd7b068fb4da9547b31bf24773 description: '' health_score: 100.0 @@ -9749,8 +10042,8 @@ https://aws.amazon.com/about-aws/whats-new/2024/03/application-load-balancer-htt v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2024/05/amazon-eks-native-support-autoscaling-coredns-pods: + addition_method: manual ai_summary: Details the introduction of native autoscaling capabilities for the CoreDNS cluster DNS service inside Amazon EKS. Rather than relying on custom Horizontal Pod Autoscalers or manual tuning, EKS automatically adjusts replica configurations @@ -9780,8 +10073,8 @@ https://aws.amazon.com/about-aws/whats-new/2024/05/amazon-eks-native-support-aut v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/about-aws/whats-new/2024/08/aws-waf-rate-based-rules-lower-rate-limits: + addition_method: manual content_hash: b698999883eaa290049ad40e07205d106f3b27853f7f196ce53ea44f0ca1e705 description: '' health_score: 100.0 @@ -9797,8 +10090,44 @@ https://aws.amazon.com/about-aws/whats-new/2024/08/aws-waf-rate-based-rules-lowe v2_locations: - aws-networking.md year: N/A - addition_method: manual +? https://aws.amazon.com/about-aws/whats-new/2026/05/aws-local-zones-region-selector/?sc_channel=sm&sc_campaign=Launch_Campaign&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=f9c69475-df97-4143-8955-acfd0ed7ce10&trk=f9c69475-df97-4143-8955-acfd0ed7ce10&linkId=944784139 +: addition_method: automatic + ai_summary: 'Curator Insight: Providing centralized edge infrastructure visibility + directly in the management console significantly simplifies decentralized application + deployment. + + + Live Grounding: AWS''s latest announcement documents the inclusion of opted-in + AWS Local Zones within the Region Selector, enabling operators to quickly navigate, + govern, and view low-latency edge resources parented across multiple primary regions.' + category: aws-newfeatures + complexity: Intermediate + content_hash: 5df95d0bac5716c2fecf1dab3e461025bb5ac2d2467ef6029dbff12ec132f82a + description: AWS Management Console introduces integrated visibility of opted-in + AWS Local Zones directly within the top Region Selector navigation panel. + hierarchy: + - AWS + - Management Console + - Infrastructure + - Local Zones + is_microservice: false + language: en + last_checked: 1780352158.263546 + reputation_status: Vetted + reputation_summary: Officially released core feature within the AWS Management Console, + supported globally. + resource_type: news + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: AWS Management Console Local Zones in Region Selector + year: '2026' https://aws.amazon.com/activate: + addition_method: manual content_hash: 2805722d4026971e82ee97b10d3579bc775a364891a4de0644874a1673284651 description: '' health_score: 100.0 @@ -9809,8 +10138,8 @@ https://aws.amazon.com/activate: v1_locations: - docs/aws.md year: N/A - addition_method: manual https://aws.amazon.com/app-mesh: + addition_method: manual ai_summary: The official landing page for AWS App Mesh, a fully managed service mesh service designed to streamline microservice communications. Utilizes the Envoy proxy data plane to offer consistent visibility, routing controls, and mTLS @@ -9840,8 +10169,8 @@ https://aws.amazon.com/app-mesh: - istio.md - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/application-migration-service: + addition_method: manual content_hash: 17185749a45b446fbbe1efced0a56e990ddf506537747b3cdeb15f5ff8798da2 health_score: 100.0 last_checked: 1779130494.995485 @@ -9853,8 +10182,8 @@ https://aws.amazon.com/application-migration-service: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://aws.amazon.com/apprunner: + addition_method: manual content_hash: 593136c1321253514d992e4461bc6ebfb7b7e90decd16871d91c5c7c15038cac description: '' health_score: 100.0 @@ -9870,8 +10199,8 @@ https://aws.amazon.com/apprunner: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/architecture/icons: + addition_method: manual content_hash: 50edf23146037368718dd62c7153fb2c5b3e61d71d58f74497e10412a970162f description: '' health_score: 100.0 @@ -9887,8 +10216,8 @@ https://aws.amazon.com/architecture/icons: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://aws.amazon.com/architecture/serverless/serverless-or-kubernetes: + addition_method: manual content_hash: 7bc8ff66fdaeea40c19d94a7d0e1b3a53e2d527ec65b9cc30ac4ee0638f1a936 description: '' health_score: 100.0 @@ -9904,8 +10233,8 @@ https://aws.amazon.com/architecture/serverless/serverless-or-kubernetes: v1_locations: - docs/serverless.md year: N/A - addition_method: manual https://aws.amazon.com/architecture/this-is-my-architecture: + addition_method: manual ai_summary: AWS's highly acclaimed video series showcasing real-world cloud architectures designed by global enterprise customers. Each episode features architectural diagrams and technical deep dives into solutions for scalability, security, and performance. @@ -9935,8 +10264,8 @@ https://aws.amazon.com/architecture/this-is-my-architecture: v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/backup: + addition_method: manual content_hash: 071e5356f19cb7ba0ba4c57a110ce5115abcea0ef4b70c88eedfda77b8115f85 description: '' health_score: 100.0 @@ -9952,8 +10281,8 @@ https://aws.amazon.com/backup: v2_locations: - aws-backup.md year: N/A - addition_method: manual https://aws.amazon.com/big-data: + addition_method: manual content_hash: db9e0c8f4d39cf8e7126d110bf0bb860854003b1d98d79bd6c6a340aa01ae3a8 health_score: 100.0 last_checked: 1779030848.714045 @@ -9965,8 +10294,8 @@ https://aws.amazon.com/big-data: - docs/aws-data.md v2_locations: - aws-data.md - addition_method: manual https://aws.amazon.com/big-data/data-lake-on-aws: + addition_method: manual content_hash: 4dc880467ded98628b98a8cf69c214a7f49a11a58c783bcfd6e8d75daa8e1126 description: '' health_score: 100.0 @@ -9977,8 +10306,8 @@ https://aws.amazon.com/big-data/data-lake-on-aws: v1_locations: - docs/aws-data.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/apn: + addition_method: manual content_hash: 8a76fd881207f038fce3728f5d14d07e4b435ee62384631dc7257e26d789dd99 description: '' health_score: 100.0 @@ -9994,8 +10323,8 @@ https://aws.amazon.com/blogs/apn: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/apn/active-directory-single-sign-on-sso-on-aws-with-bitium: + addition_method: manual content_hash: c1eca590b835adb0d350b1a474f7445dce48e960fe909944c76e9e2a02762908 description: '' health_score: 100.0 @@ -10006,8 +10335,8 @@ https://aws.amazon.com/blogs/apn/active-directory-single-sign-on-sso-on-aws-with v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/apn/centralized-traffic-inspection-with-gateway-load-balancer-on-aws: + addition_method: manual content_hash: 001beef4898515799358b849617b50b80747e3e6394b054b06374b4d21e664a7 description: '' health_score: 100.0 @@ -10023,8 +10352,8 @@ https://aws.amazon.com/blogs/apn/centralized-traffic-inspection-with-gateway-loa v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/apn/how-to-build-sparse-ebs-volumes-for-fun-and-easy-snapshotting: + addition_method: manual ai_summary: An advanced architectural post detailing how to create sparse files inside loop devices on EBS volumes to minimize storage footprints. Analyzes the financial and performance benefits of sparse block allocations during automated @@ -10052,8 +10381,8 @@ https://aws.amazon.com/blogs/apn/how-to-build-sparse-ebs-volumes-for-fun-and-eas v2_locations: - aws-storage.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/apn/how-to-deploy-a-high-availability-web-service-on-aws-using-spotinst: + addition_method: manual content_hash: 23c1fe0ce3a26b4bc45686956b41c27190477e6533e7914f508f964d655c020f description: '' health_score: 100.0 @@ -10064,8 +10393,8 @@ https://aws.amazon.com/blogs/apn/how-to-deploy-a-high-availability-web-service-o v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/apn/modernize-your-ci-cd-pipeline-using-jenkins-x-with-amazon-eks: + addition_method: manual content_hash: 3e05315c8178c26a84c54c1ba2ca4c81f10822e9cfc98672393be8e81d575479 description: '' health_score: 100.0 @@ -10081,8 +10410,8 @@ https://aws.amazon.com/blogs/apn/modernize-your-ci-cd-pipeline-using-jenkins-x-w v2_locations: - demos.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/apn/optimizing-your-kubernetes-clusters-with-rancher-and-amazon-eks: + addition_method: manual ai_summary: Details how enterprise teams use Rancher to coordinate, monitor, and enforce access policies on EKS clusters. It emphasizes unified management across multi-cloud networks, centralized security profiles, and unified developer dashboard @@ -10110,8 +10439,8 @@ https://aws.amazon.com/blogs/apn/optimizing-your-kubernetes-clusters-with-ranche v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture: + addition_method: manual ai_summary: The primary repository for official architectural insights, design patterns, and systemic frameworks curated directly by AWS architects. Live grounding emphasizes its position as the industry's most authoritative platform for cloud pattern evolution. @@ -10132,8 +10461,8 @@ https://aws.amazon.com/blogs/architecture: v2_locations: - aws-architecture.md year: '2025' - addition_method: manual https://aws.amazon.com/blogs/architecture/architecting-a-highly-available-serverless-microservices-based-ecommerce-site: + addition_method: manual content_hash: 6d27092ddebed21609208ee1e75e274dd4a86cbde1acfe7855333a7546c596e5 description: '' health_score: 100.0 @@ -10150,8 +10479,8 @@ https://aws.amazon.com/blogs/architecture/architecting-a-highly-available-server v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/best-practices-for-implementing-event-driven-architectures-in-your-organization: + addition_method: manual content_hash: 6fe50c3e106cf689c92b8b5450e004fbf9ead264bdcd3f3e3400dfbbe5af222f description: '' health_score: 100.0 @@ -10168,9 +10497,9 @@ https://aws.amazon.com/blogs/architecture/best-practices-for-implementing-event- v2_locations: - introduction.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-1-compute-and-security -: ai_summary: The first entry in a comprehensive AWS architecture series detailed +: addition_method: manual + ai_summary: The first entry in a comprehensive AWS architecture series detailed on constructing resilient, low-latency multi-region topologies. It explores Route 53 latency routing, Transit Gateway setups, and multi-region AWS KMS keys. Grounding demonstrates how these strategies are fundamental to active-active disaster recovery @@ -10199,9 +10528,9 @@ https://aws.amazon.com/blogs/architecture/best-practices-for-implementing-event- v2_locations: - aws-architecture.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-2-data-and-replication -: ai_summary: The second part of the AWS multi-region architectural blueprint focusing +: addition_method: manual + ai_summary: The second part of the AWS multi-region architectural blueprint focusing on global database replication and data consistency model tradeoffs. It analyzes DynamoDB Global Tables, Aurora Global Databases, and cross-region S3 replication. Grounding confirms its role as a critical resource for managing distributed write-write @@ -10230,8 +10559,8 @@ https://aws.amazon.com/blogs/architecture/best-practices-for-implementing-event- v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/data-caching-across-microservices-in-a-serverless-architecture: + addition_method: manual ai_summary: This architectural pattern guide presents strategies for implementing caching mechanisms across high-concurrency serverless microservices. It assesses the utilization of Amazon ElastiCache (Redis) clusters and DynamoDB DAX inside @@ -10261,8 +10590,8 @@ https://aws.amazon.com/blogs/architecture/data-caching-across-microservices-in-a v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-i-single-region: + addition_method: manual content_hash: cf63dbe612f222eedf7aed441c466381603375cbfa5d1548f1662d25ec629903 description: '' health_score: 100.0 @@ -10278,9 +10607,9 @@ https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-ser v2_locations: - aws-backup.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-ii-multi-region-backup-and-restore -: content_hash: fbbf5eefa0740756aa3fb6ac4b7a1b65e623c9748eee0f63fcf213262305da31 +: addition_method: manual + content_hash: fbbf5eefa0740756aa3fb6ac4b7a1b65e623c9748eee0f63fcf213262305da31 description: '' health_score: 100.0 last_checked: 1779034109.438172 @@ -10291,8 +10620,8 @@ https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-ser v1_locations: - docs/aws-backup.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/exploring-data-transfer-costs-for-aws-managed-databases: + addition_method: manual content_hash: ee2c1dc56914def0466e3c0a26d249ba09d32ee97e5e256f15446949ce34e8d9 description: '' health_score: 100.0 @@ -10308,8 +10637,8 @@ https://aws.amazon.com/blogs/architecture/exploring-data-transfer-costs-for-aws- v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservices-with-containers: + addition_method: manual ai_summary: A curated entry from the 'Let's Architect!' AWS series detailing architectural best practices for splitting monolithic software into containerized microservices. It analyzes service-to-service communication mechanisms, service discovery patterns, @@ -10338,8 +10667,8 @@ https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservi v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/lets-architect-architecting-with-amazon-dynamodb: + addition_method: manual ai_summary: Curator Insight presents an architectural masterclass on schema design and partitioning in Amazon DynamoDB. Live Grounding verifies the recommendations cover single-table design, global secondary indexes (GSIs), and write-sharding @@ -10368,8 +10697,8 @@ https://aws.amazon.com/blogs/architecture/lets-architect-architecting-with-amazo v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/maintain-visibility-over-the-use-of-cloud-architecture-patterns: + addition_method: manual ai_summary: A guide detailing automated mechanisms to track, catalog, and control architectural drifts in cloud environments. It focuses on using AWS Service Catalog, AWS Config, and tag enforcement protocols. Grounding confirms its relevance for @@ -10397,8 +10726,8 @@ https://aws.amazon.com/blogs/architecture/maintain-visibility-over-the-use-of-cl v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/migrate-resources-between-aws-accounts: + addition_method: manual content_hash: c625c64d21b791673dce359a6874804d63e721fa7e5ff7bd5abbfd79f1e75f77 description: '' health_score: 100.0 @@ -10414,8 +10743,8 @@ https://aws.amazon.com/blogs/architecture/migrate-resources-between-aws-accounts v2_locations: - aws-backup.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/migrate-your-applications-to-containers-at-scale: + addition_method: manual ai_summary: A deep dive into AWS App2Container, a command-line tool designed to analyze and containerize .NET and Java applications to AWS ECS or EKS. It automates the generation of Dockerfiles, task definitions, and deployment pipelines. Grounding @@ -10443,8 +10772,8 @@ https://aws.amazon.com/blogs/architecture/migrate-your-applications-to-container v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/mistakes-to-avoid-when-implementing-serverless-architecture-with-lambda: + addition_method: manual ai_summary: An essential post detailing common anti-patterns in serverless configurations, such as recursive loops, overly restrictive security groups, and over-provisioned memory setups. It provides actionable remediation advice to avoid cost surges @@ -10473,8 +10802,8 @@ https://aws.amazon.com/blogs/architecture/mistakes-to-avoid-when-implementing-se v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/multi-region-migration-using-aws-application-migration-service: + addition_method: manual content_hash: be34dda667ce951beb8d10d0ab8b350fb365c8257aef10a10acf50d2f88713b7 description: '' health_score: 100.0 @@ -10490,9 +10819,9 @@ https://aws.amazon.com/blogs/architecture/multi-region-migration-using-aws-appli v2_locations: - aws-backup.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/architecture/optimize-your-modern-data-architecture-for-sustainability-part-1-data-ingestion-and-data-lake -: content_hash: 24849e549439266c9291ede79e7e7003edfb7ac694d237457122b1b817a618a9 +: addition_method: manual + content_hash: 24849e549439266c9291ede79e7e7003edfb7ac694d237457122b1b817a618a9 description: '' health_score: 100.0 last_checked: 1779030189.55036 @@ -10508,8 +10837,8 @@ https://aws.amazon.com/blogs/architecture/multi-region-migration-using-aws-appli v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-i-compute: + addition_method: manual ai_summary: Part one of an AWS architectural series focused on maximizing hardware efficiency to minimize the environmental footprint of cloud workloads. It outlines operational tactics including Graviton migration, rightsizing, and leveraging @@ -10539,8 +10868,8 @@ https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-ii-storage: + addition_method: manual ai_summary: Part two of the AWS sustainability series focusing on optimizing data storage life cycles. It covers patterns like S3 Intelligent-Tiering, archiving stale datasets, and compressing payload assets. Live grounding highlights how @@ -10569,8 +10898,8 @@ https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/overview-of-data-transfer-costs-for-common-architectures: + addition_method: manual content_hash: bbd139d2b34d0773a7a76ec8945ee2683ef8f58cee09f6848bcb0485b35d2db7 description: '' health_score: 100.0 @@ -10587,8 +10916,8 @@ https://aws.amazon.com/blogs/architecture/overview-of-data-transfer-costs-for-co v2_locations: - finops.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/reduce-cost-and-increase-security-with-amazon-vpc-endpoints: + addition_method: manual content_hash: 6f2aa72eb28acda305657a9c95b31f47b0b076770bdd8237416d6b0025819222 description: '' health_score: 100.0 @@ -10604,8 +10933,8 @@ https://aws.amazon.com/blogs/architecture/reduce-cost-and-increase-security-with v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well-architected-reviews-at-scale: + addition_method: manual ai_summary: A comprehensive guide on leveraging templated workloads within the AWS Well-Architected Tool to streamline compliance assessments across thousands of accounts. Grounding highlights its implementation in enterprise platform engineering @@ -10634,8 +10963,8 @@ https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well- v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/verify-the-resilience-of-your-workloads-using-chaos-engineering: + addition_method: manual content_hash: 769d604bba5b0305d95d056193458f4856e0f9fc2d063da3de7f886e1a0adcd6 description: '' health_score: 100.0 @@ -10651,8 +10980,8 @@ https://aws.amazon.com/blogs/architecture/verify-the-resilience-of-your-workload v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/architecture/what-to-consider-when-selecting-a-region-for-your-workloads: + addition_method: manual content_hash: e2e1a058ff39c8fb2ad279a521b1bcafe45f5f283353c19cfb21a2b175175e99 description: '' health_score: 100.0 @@ -10669,8 +10998,8 @@ https://aws.amazon.com/blogs/architecture/what-to-consider-when-selecting-a-regi v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws-cloud-financial-management/announcing-general-availability-of-aws-cost-anomaly-detection: + addition_method: manual content_hash: 87c01b4ef0510f3d392aec79c2b8713a84062d57023f50c73582fd9c7b5ba7ab health_score: 100.0 last_checked: 1779130495.016521 @@ -10682,8 +11011,8 @@ https://aws.amazon.com/blogs/aws-cloud-financial-management/announcing-general-a - docs/aws-pricing.md v2_locations: - aws-pricing.md - addition_method: manual https://aws.amazon.com/blogs/aws-cloud-financial-management/understanding-your-aws-cost-datasets-a-cheat-sheet: + addition_method: manual content_hash: 2a41346741bf661ab05a96cac6f893592a140a73d9ac22ce5068110e24b26687 health_score: 100.0 last_checked: 1779130494.935096 @@ -10695,8 +11024,8 @@ https://aws.amazon.com/blogs/aws-cloud-financial-management/understanding-your-a - docs/aws-pricing.md v2_locations: - aws-pricing.md - addition_method: manual https://aws.amazon.com/blogs/aws-cost-management/announcing-general-availability-of-aws-cost-anomaly-detection: + addition_method: manual content_hash: 05d62463bee06c61fed73bbfa682bee63e213d7ba57dabbd21d7a147ad3b443c description: '' health_score: 100.0 @@ -10707,8 +11036,8 @@ https://aws.amazon.com/blogs/aws-cost-management/announcing-general-availability v1_locations: - docs/aws-pricing.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws-cost-management/understanding-your-aws-cost-datasets-a-cheat-sheet: + addition_method: manual content_hash: 501f66282bea10ecfdd9f54550373f6b23ed51af8427e2d589909bbaf6edd0fc description: '' health_score: 100.0 @@ -10719,9 +11048,9 @@ https://aws.amazon.com/blogs/aws-cost-management/understanding-your-aws-cost-dat v1_locations: - docs/aws-pricing.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/aws/amazon-eks-anywhere-now-generally-available-to-create-and-manage-kubernetes-clusters-on-premises -: ai_summary: The GA announcement for Amazon EKS Anywhere, describing its initial +: addition_method: manual + ai_summary: The GA announcement for Amazon EKS Anywhere, describing its initial support matrix, licensing structure, and architectural goals. It explores how platform operators can achieve consistent cluster management interfaces across local data centers and public cloud clusters. A landmark shift in AWS's hybrid @@ -10750,8 +11079,8 @@ https://aws.amazon.com/blogs/aws-cost-management/understanding-your-aws-cost-dat v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/amazon-eks-now-supports-ec2-inf1-instances: + addition_method: manual ai_summary: AWS announcement outlining AWS Inferentia (Inf1) support on EKS to execute high-performance deep learning inference models. Covers scheduling configurations, AWS Neuron SDK integration, and daemonsets required to expose hardware accelerators @@ -10780,8 +11109,8 @@ https://aws.amazon.com/blogs/aws/amazon-eks-now-supports-ec2-inf1-instances: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-production-ready-in-three-regions: + addition_method: manual ai_summary: The historic production-ready announcement of AWS Elastic File System (EFS). Establishes the core characteristics of shared NFS storage scaling dynamically for concurrent EC2/container instances. @@ -10808,8 +11137,8 @@ https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-production-ready-in- v2_locations: - aws-storage.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-shared-file-storage-for-amazon-ec2: + addition_method: manual content_hash: fd5a00244510a28f92c85dd1a292b9b28b4994ccd9ba7fb13ab1cfc91049506c description: '' health_score: 100.0 @@ -10826,8 +11155,8 @@ https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-shared-file-storage- v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/amazon-inspector-automated-security-assessment-service: + addition_method: manual content_hash: 69c4948592fb7ed518d362016b8ac1eeee171fb88f74ca82668cffe8886852d0 description: '' health_score: 100.0 @@ -10843,8 +11172,8 @@ https://aws.amazon.com/blogs/aws/amazon-inspector-automated-security-assessment- v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/amazon-managed-grafana-is-now-generally-available-with-many-new-features: + addition_method: manual content_hash: d514cea6c274e2347c64a6c3a7a05b882ef688d04f89dca362327ebb1c8f0e1c description: '' health_score: 100.0 @@ -10860,9 +11189,9 @@ https://aws.amazon.com/blogs/aws/amazon-managed-grafana-is-now-generally-availab v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/aws/amazon-managed-service-for-prometheus-is-now-generally-available-with-alert-manager-and-ruler -: content_hash: 4c1df25255a9636f2ae0f0e05f95cba6cbca2f8ce0655c87808472ea1d921785 +: addition_method: manual + content_hash: 4c1df25255a9636f2ae0f0e05f95cba6cbca2f8ce0655c87808472ea1d921785 description: '' health_score: 100.0 last_checked: 1779031455.493741 @@ -10878,8 +11207,8 @@ https://aws.amazon.com/blogs/aws/amazon-managed-grafana-is-now-generally-availab v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-authentication: + addition_method: manual ai_summary: Explains integration patterns between Amazon RDS for SQL Server and AWS Directory Service (Active Directory). Enables Windows-based enterprise authentication profiles directly inside cloud-hosted relational DBs. @@ -10906,8 +11235,8 @@ https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-a v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/amazon-rds-multi-az-db-cluster: + addition_method: manual ai_summary: Curator Insight highlights the introduction of Amazon RDS Multi-AZ DB clusters designed with two readable standbys and transaction log replication. Live Grounding demonstrates write performance improvements of up to 2x alongside @@ -10937,8 +11266,8 @@ https://aws.amazon.com/blogs/aws/amazon-rds-multi-az-db-cluster: v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/amazon-workmail-now-generally-available: + addition_method: manual content_hash: cd6f9e5d163f5da8a3a015439eb6184fe16dbd91107832e847b82be13902ed86 description: '' health_score: 100.0 @@ -10954,8 +11283,8 @@ https://aws.amazon.com/blogs/aws/amazon-workmail-now-generally-available: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/amazon-workspaces-introduces-ubuntu-desktops: + addition_method: manual content_hash: 86b28056084ac9602005829e5388ea541730119a016d10a954c6c6cf7014b26a description: '' health_score: 100.0 @@ -10971,8 +11300,8 @@ https://aws.amazon.com/blogs/aws/amazon-workspaces-introduces-ubuntu-desktops: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/announcing-amazon-opensearch-service-which-supports-opensearch-10: + addition_method: manual content_hash: 68f5169fc955af56f91c36514ea5cbf0c6ad13d9291b3b68fdeb6c459a065711 health_score: 100.0 last_checked: 1779130494.979944 @@ -10984,8 +11313,8 @@ https://aws.amazon.com/blogs/aws/announcing-amazon-opensearch-service-which-supp - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://aws.amazon.com/blogs/aws/announcing-aws-cloud-control-api: + addition_method: manual content_hash: def367410961b5c12f08f6b817c1a54e9da432197ee9ba4577904103f0e78cc2 description: '' health_score: 100.0 @@ -11001,8 +11330,8 @@ https://aws.amazon.com/blogs/aws/announcing-aws-cloud-control-api: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/announcing-aws-kms-external-key-store-xks: + addition_method: manual content_hash: 1b11d02c8bf506d54e5028eb337015ca098acd43044d7013ca09cc6490b83e43 description: '' health_score: 100.0 @@ -11018,8 +11347,8 @@ https://aws.amazon.com/blogs/aws/announcing-aws-kms-external-key-store-xks: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-application-discovery-service-update-agentless-discovery-for-vmware: + addition_method: manual content_hash: 3c6c15d93fd38590c45a02a9065676cd805a7914422182c8249678b9b06b1f2e description: '' health_score: 100.0 @@ -11035,8 +11364,8 @@ https://aws.amazon.com/blogs/aws/aws-application-discovery-service-update-agentl v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-cloud-adoption-framework-caf-3-0-is-now-available: + addition_method: manual content_hash: 95c42989a1fc7009efa2372aeb51f2a7bc8329b3783c6d23b11c13eb1ac7d9c6 description: '' health_score: 100.0 @@ -11052,8 +11381,8 @@ https://aws.amazon.com/blogs/aws/aws-cloud-adoption-framework-caf-3-0-is-now-ava v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-config-rules-dynamic-compliance-checking-for-cloud-resources: + addition_method: manual content_hash: 77828e094888cd8feba4a1fe01dbf0582bd104d191f9b061a471f28c08ae3436 description: '' health_score: 100.0 @@ -11069,8 +11398,8 @@ https://aws.amazon.com/blogs/aws/aws-config-rules-dynamic-compliance-checking-fo v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-data: + addition_method: manual ai_summary: An archival announcement detail on the integration of deep EC2 usage patterns directly into AWS Cost Explorer. It highlights early steps in AWS's native cost analysis tools. Grounding confirms its legacy value for understanding the @@ -11098,8 +11427,8 @@ https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-da v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-database-migration-service: + addition_method: manual ai_summary: Curator Insight introduces AWS Database Migration Service (DMS) as a flexible solution for database consolidation and migration. Live Grounding verifies its operational stability for continuous change data capture (CDC) and schema @@ -11129,8 +11458,8 @@ https://aws.amazon.com/blogs/aws/aws-database-migration-service: v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-iot-cloud-services-for-connected-devices: + addition_method: manual content_hash: 3eb5534d7988ccfbb333f32ee8771202b6a53199c00636fb931ed609e89e7895 description: '' health_score: 100.0 @@ -11146,8 +11475,8 @@ https://aws.amazon.com/blogs/aws/aws-iot-cloud-services-for-connected-devices: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-lambda-now-supports-up-to-10-gb-ephemeral-storage: + addition_method: manual content_hash: 22d2a5cc4f958d253cd2380bb4a955d02db87aa362518c40dfbc9e21329c916c description: '' health_score: 100.0 @@ -11163,8 +11492,8 @@ https://aws.amazon.com/blogs/aws/aws-lambda-now-supports-up-to-10-gb-ephemeral-s v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-lambda-update-python-vpc-increased-function-duration-scheduling-and-more: + addition_method: manual content_hash: b4094436a9ab16b955922d130893c9a693de1cad35edc7c639329f3c1a5173cb description: '' health_score: 100.0 @@ -11181,8 +11510,8 @@ https://aws.amazon.com/blogs/aws/aws-lambda-update-python-vpc-increased-function v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-mobile-hub-build-test-and-monitor-mobile-applications: + addition_method: manual content_hash: abccbbd4a2237466860be1dfb08b996aaeab147886bdb24acfd6248f49317168 description: '' health_score: 100.0 @@ -11198,8 +11527,8 @@ https://aws.amazon.com/blogs/aws/aws-mobile-hub-build-test-and-monitor-mobile-ap v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/aws-repost-a-reimagined-qa-experience-for-the-aws-community: + addition_method: manual content_hash: f77f66c941e5464f4613e14f8bd4cbe0ecfb0239c83949043ec6970f61150e3e description: '' health_score: 100.0 @@ -11215,8 +11544,131 @@ https://aws.amazon.com/blogs/aws/aws-repost-a-reimagined-qa-experience-for-the-a v2_locations: - aws.md year: N/A - addition_method: manual +? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-local-zones-in-istanbul-open-source-extenddb-kiro-web-and-more-may-25-2026 +: addition_method: automatic + ai_summary: 'This weekly digest details critical infrastructural and developer tool + updates across the AWS ecosystem. + + + Key announcements include: + + - The general availability of the Istanbul, Türkiye Local Zone (eu-central-1-ist-1a) + supporting low-latency and strict data-residency requirements. + + - The open-source ExtendDB adapter, which translates DynamoDB API calls onto alternative + data backends. + + - Kiro Web, an AI-native browser-based IDE engineered for streamlining cloud-native + serverless workflows.' + category: aws-newfeatures + complexity: Intermediate + content_hash: 18fd3c72641dd78e08955820f99dee4cbd5f181b4b3ac93e2904fb54b0407507 + description: This weekly roundup features a new Local Zone in Istanbul, Security + Hub Extended partner integrations, SageMaker AI OpenAI-compatibility, and the + ExtendDB adapter. + hierarchy: + - AWS Cloud + - Infrastructure and Global Expansion + - Weekly Roundups + is_microservice: false + language: en + last_checked: 1780353037.421391 + reputation_status: Vetted + reputation_summary: Official AWS weekly summary highlighting major developer tools + and geographical expansions. + resource_type: Article + social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2024/06/10/AWS-WIR-default-1.png + source_provenance: RSS Feed (AWS News Blog) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[EMERGING]' + title: 'AWS Weekly Roundup: AWS Local Zones in Istanbul, open-source ExtendDB, Kiro + Web, and more (May 25, 2026)' + year: '2026' +? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-transform-at-1-year-claude-platform-on-aws-ec2-m3-ultra-mac-instances-and-more-may-18-2026 +: addition_method: automatic + ai_summary: 'This weekly roundup celebrates the first anniversary of AWS Transform''s + agentic migration services while introducing high-performance compute and model + optimization features. + + + Key additions include: + + - The general availability of the Claude Platform on AWS, offering native, direct + account access to Anthropic''s models. + + - EC2 M3 Ultra Mac instances, delivering massive 28-core CPUs and 256GB unified + memory for Apple-focused CI/CD pipelines. + + - Amazon Bedrock''s Advanced Prompt Optimization, which automates prompt refinement + while comparing outputs across up to five models simultaneously.' + category: aws-newfeatures + complexity: Intermediate + content_hash: 59cc00f00040f8e4461d120a0bb77026023da85224a9f05b7127b356a5386e68 + description: A roundup celebrating AWS Transform's 1-year anniversary, the GA of + Claude Platform on AWS, EC2 M3 Ultra Mac instances, and Bedrock Advanced Prompt + Optimization. + hierarchy: + - AWS Cloud + - Weekly Roundups + - Hardware and AI Milestones + is_microservice: false + language: en + last_checked: 1780353037.421401 + reputation_status: Vetted + reputation_summary: Official AWS weekly update showcasing foundational computing + hardware and partner AI platforms. + resource_type: Article + social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2023/08/13/AWS-WIR-default.png + source_provenance: RSS Feed (AWS News Blog) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: 'AWS Weekly Roundup: AWS Transform at 1 year, Claude Platform on AWS, EC2 + M3 Ultra Mac instances, and more (May 18, 2026)' + year: '2026' +? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-claude-opus-4-8-on-aws-aurora-mysql-with-kiro-powers-and-more-june-1-2026 +: addition_method: automatic + ai_summary: The June 1, 2026 AWS roundup highlights major infrastructure and generative + AI updates, led by the general availability of Anthropic's Claude Opus 4.8 on + Amazon Bedrock for advanced agentic coding and reasoning workloads. Additionally, + AWS launched the next generation of the AWS Resilience Hub, introducing modular + resilience policies, generative AI-powered Well-Architected assessments, and automatic + network dependency discovery through passive DNS query log analysis. This issue + also details new capabilities for Amazon Aurora MySQL integrated with Kiro CLI + orchestration. + category: aws-newfeatures + complexity: Intermediate + content_hash: a1488a031dd91458f7ef23aeb12a4b1f19d80f358fa3aa90b1e5bdc971066a8a + description: This AWS roundup features the launch of Anthropic's Claude Opus 4.8 + on Amazon Bedrock, the next-generation AWS Resilience Hub with automatic DNS dependency + mapping, and Aurora MySQL with Kiro Powers. + hierarchy: + - Cloud Infrastructure > AWS > Service Updates and Launches + is_microservice: false + language: en + last_checked: 1780353052.024519 + reputation_status: Vetted + reputation_summary: N/A + resource_type: article + social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2024/06/10/AWS-WIR-default-1.png + source_provenance: RSS Feed (AWS News Blog) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - GUIDE + title: 'AWS Weekly Roundup: Claude Opus 4.8 on AWS, Aurora MySQL with Kiro Powers, + and more (June 1, 2026)' + year: '2026' https://aws.amazon.com/blogs/aws/cloudwatch-dashboards-create-use-customized-metrics-views: + addition_method: manual content_hash: 1a401dabc31e51156bde5bbeec70685c3c29726a91adb2984ddac0d70bd328ef description: '' health_score: 100.0 @@ -11232,8 +11684,8 @@ https://aws.amazon.com/blogs/aws/cloudwatch-dashboards-create-use-customized-met v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/coming-soon-ec2-dedicated-hosts: + addition_method: manual content_hash: 2f0f816081721e479cc3005a6a7c5e2b50275fe637c0958e6dc3942706b95e30 description: '' health_score: 100.0 @@ -11249,9 +11701,9 @@ https://aws.amazon.com/blogs/aws/coming-soon-ec2-dedicated-hosts: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? 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 -: content_hash: ff5d774c7f09c383bef873d3abf9dca2f4a7ffc47882a53e5305eed58ecd0e71 +: addition_method: manual + content_hash: ff5d774c7f09c383bef873d3abf9dca2f4a7ffc47882a53e5305eed58ecd0e71 health_score: 100.0 last_checked: 1779130494.944333 needs_ai_refresh: true @@ -11262,8 +11714,8 @@ https://aws.amazon.com/blogs/aws/coming-soon-ec2-dedicated-hosts: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://aws.amazon.com/blogs/aws/easily-manage-security-group-rules-with-the-new-security-group-rule-id: + addition_method: manual content_hash: f834425b89156644c0334795766020d5455b922a7f1429cf67cb6f5494866ab2 description: '' health_score: 100.0 @@ -11279,8 +11731,8 @@ https://aws.amazon.com/blogs/aws/easily-manage-security-group-rules-with-the-new v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/ec2-classic-is-retiring-heres-how-to-prepare: + addition_method: manual content_hash: ff0a32872c3f14bfaa57975b27f31281619ef204417b2612eec65438b13ed45d description: '' health_score: 100.0 @@ -11296,8 +11748,8 @@ https://aws.amazon.com/blogs/aws/ec2-classic-is-retiring-heres-how-to-prepare: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/ec2-container-service-update-container-registry-ecs-cli-az-aware-scheduling-and-more: + addition_method: manual content_hash: 89657c5c8e155bbfd1ebb9d717183f50022a6e419056696bf6c1c40952cdcf64 description: '' health_score: 100.0 @@ -11314,8 +11766,8 @@ https://aws.amazon.com/blogs/aws/ec2-container-service-update-container-registry v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/eks-price-reduction: + addition_method: manual ai_summary: Historic AWS announcement introducing the 50% price reduction for EKS cluster management fees. While highly significant for cloud budget projections at the time, it serves as archival context for operational billing structures. @@ -11342,8 +11794,8 @@ https://aws.amazon.com/blogs/aws/eks-price-reduction: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/elastic-network-adapter-high-performance-network-interface-for-amazon-ec2: + addition_method: manual content_hash: e01b8cb832bdcff4494c53dd7a3ffb35925869a1a2127a4c87ef7c53418523db description: '' health_score: 100.0 @@ -11359,8 +11811,41 @@ https://aws.amazon.com/blogs/aws/elastic-network-adapter-high-performance-networ v2_locations: - aws-networking.md year: N/A - addition_method: manual +https://aws.amazon.com/blogs/aws/get-started-with-openai-gpt-5-5-gpt-5-4-models-and-codex-on-amazon-bedrock: + addition_method: automatic + ai_summary: AWS has announced the general availability of OpenAI's GPT-5.5, GPT-5.4, + and Codex models on Amazon Bedrock, ending Microsoft's exclusive cloud hosting + agreement for these frontier models. Developers can now programmatically access + these models through a high-performance, security-hardened Responses API compatible + with the standard OpenAI SDK. By deploying Codex—OpenAI's advanced coding agent—inside + Amazon Bedrock, enterprises can execute multi-turn, long-horizon developer workflows + while strictly preserving local data residency and unified IAM compliance controls. + category: aws-newfeatures + complexity: Intermediate + content_hash: 9183ad307c1ec4a839d8da9b52265bd551f730d645732a19fbe2346fd098925a + description: AWS announces the general availability of OpenAI's GPT-5.5, GPT-5.4, + and Codex models on Amazon Bedrock, providing developers with unified governance + and a secure Responses API endpoint. + hierarchy: + - Cloud Infrastructure > AWS > Generative AI Managed Services + is_microservice: false + language: en + last_checked: 1780353052.024509 + reputation_status: Vetted + reputation_summary: N/A + resource_type: article + social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/24/News-Blog-Featured-Images-25-2.png + source_provenance: RSS Feed (AWS News Blog) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - ENTERPRISE-STABLE + - EMERGING + title: Get started with OpenAI GPT-5.5, GPT-5.4 models, and Codex on Amazon Bedrock + year: '2026' https://aws.amazon.com/blogs/aws/heads-up-amazon-s3-security-changes-are-coming-in-april-of-2023: + addition_method: manual content_hash: c348d3d0644d0483a0e7b18e65c726808ec65c12bb58899796b5b898df62a9de description: '' health_score: 100.0 @@ -11376,8 +11861,8 @@ https://aws.amazon.com/blogs/aws/heads-up-amazon-s3-security-changes-are-coming- v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/iam-access-analyzer-update-policy-validation: + addition_method: manual content_hash: 191ce031f1393aac698047abd56d4a2968a7465753e3114bd186cbe2d5d3facb description: '' health_score: 100.0 @@ -11393,9 +11878,9 @@ https://aws.amazon.com/blogs/aws/iam-access-analyzer-update-policy-validation: v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/aws/ide-extension-for-aws-application-composer-enhances-visual-modern-applications-development-with-ai-generated-iac -: ai_summary: Microsoft/AWS visual tool update utilizing AI to generate production-ready +: addition_method: manual + ai_summary: Microsoft/AWS visual tool update utilizing AI to generate production-ready CloudFormation templates directly from system design canvasses. Lowers barriers for composing serverless cloud architectures visually. complexity: Intermediate @@ -11422,8 +11907,8 @@ https://aws.amazon.com/blogs/aws/iam-access-analyzer-update-policy-validation: v2_locations: - ai.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql: + addition_method: manual ai_summary: An influential early review of Amazon Aurora documenting how its decoupling of compute and storage engines significantly outperformed traditional MySQL instances. Grounding shows that while old, it provides the fundamental history of cloud-native @@ -11451,8 +11936,173 @@ https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql: v2_locations: - aws-architecture.md year: N/A - addition_method: manual +? https://aws.amazon.com/blogs/aws/introducing-the-next-generation-of-amazon-opensearch-serverless-for-building-your-agentic-ai-applications +: addition_method: automatic + ai_summary: 'Rebuilt from the ground up to support highly dynamic agentic AI workloads, + the next-generation architecture of Amazon OpenSearch Serverless completely separates + compute from storage to offer true scale-to-zero capability during idle periods. + + + Key technical advantages include: + + - Zero standby compute costs achieved via an aggressive 10-minute scale-to-zero + timeout. + + - Up to 20x faster autoscaling with resource provisioning occurring in seconds + rather than minutes. + + - Built-in OpenSearch Agent Skills to facilitate direct integration of domain + knowledge with coding assistants like Cursor and Claude Code.' + category: aws-serverless + complexity: Advanced + content_hash: 61cc5d9a8d90085ec9f6b4cbce627e07ea6534fcf527e8be536c7a5ee0c84543 + description: AWS has rebuilt Amazon OpenSearch Serverless from the ground up for + agentic AI workloads, introducing scale-to-zero compute capabilities and significant + cost savings. + hierarchy: + - AWS Cloud + - Generative AI and Agents + - Vector Search and Databases + - Amazon OpenSearch Serverless + is_microservice: false + language: en + last_checked: 1780353037.421374 + reputation_status: Vetted + reputation_summary: Highly anticipated platform redesign addressing a key cost and + performance bottleneck in vector database scaling. + resource_type: Article + social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/29/2026-opensearch-serverless-nextgen-thum-1.jpg + source_provenance: RSS Feed (AWS News Blog) + stars: 4 + status: online + suggested_new_category: aws-databases + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: Introducing the next generation of Amazon OpenSearch Serverless for building + your agentic AI applications + year: '2026' +? https://aws.amazon.com/blogs/aws/introducing-the-next-generation-of-aws-resilience-hub-for-generative-ai-based-sre-resilience-journey +: addition_method: automatic + ai_summary: 'AWS Resilience Hub''s next-generation release introduces an organization-wide + resilience engine built around a new three-level application model (systems, user + journeys, and services). + + + Key features include: + + - Automatic DNS-based dependency discovery to uncover hidden architectural integrations + and endpoints. + + - Generative AI-powered failure mode assessments that deliver prioritized, actionable + remediation steps mapped to AWS Well-Architected guidelines. + + - Modular resilience policies to enforce consistent SLOs and disaster recovery + targets cross-organizationally.' + category: sre + complexity: Advanced + content_hash: 4463ed1540d99c04090777922824b9495af8f0d65c51be118496f1486d8791e1 + description: AWS has launched the next generation of AWS Resilience Hub, bringing + together a new application model, dependency discovery, and AI-powered failure + mode analysis. + hierarchy: + - AWS Cloud + - Management and Governance + - SRE and Operational Resilience + - AWS Resilience Hub + is_microservice: false + language: en + last_checked: 1780353037.421356 + reputation_status: Vetted + reputation_summary: Trusted official AWS product release announcement with strong + industry adoption for architectural reliability audits. + resource_type: Article + social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/29/2026-resillence-hub-nextgen-thum-1-1260x630.jpg + source_provenance: RSS Feed (AWS News Blog) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: Introducing the next generation of AWS Resilience Hub for generative AI-based + SRE resilience journey + year: '2026' +https://aws.amazon.com/blogs/aws/meet-our-newest-aws-heroes-may-2026: + addition_method: automatic + ai_summary: This AWS publication spotlights the newly inducted technical cloud heroes + for May 2026, summarizing their structural contributions in AI/ML, serverless, + and cloud management. Highlighted engineering assets include a custom Amazon Bedrock-powered + session advisor utilizing Nova models and extensive local community user groups. + The resource acts as an index for discovering high-quality open-source projects, + training programs, and cloud-native architectural patterns developed by vetted + industry experts. + category: aws-architecture + complexity: intermediate + content_hash: ff62815d655c021986ece35df9436980a1db49d1a01791e2c0b38807da52c05e + description: This article announces four new AWS Heroes recognized for their contributions + to the AWS community through education, mentorship, and knowledge sharing. + hierarchy: + - Cloud Providers + - Amazon Web Services + - Community and Architecture + impact_score: 85 + is_microservice: false + language: en + last_checked: 1780402331.955747 + reputation_status: Vetted + reputation_summary: Highly respected official program recognition, celebrating prominent + serverless and AI/ML community architects. + resource_type: blog + social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2021/11/10/AWS-Heroes-program_RGB_Social-blog.png + source_provenance: RSS Feed (AWS News Blog) + stars: 4 + status: online + suggested_new_category: cloud-communities + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Meet Our Newest AWS Heroes – May 2026 + year: '2026' +? https://aws.amazon.com/blogs/aws/meet-our-newest-aws-heroes-may-2026/?sc_channel=sm&sc_campaign=Community_Heroes&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=951222289 +: addition_method: automatic + ai_summary: '* **Curator Insight**: While primarily a community bulletin, this cohort + highlights the tactical integration of Amazon Bedrock and Amazon Nova models into + practical tools like re:Invent assistant applications. + + * **Live Grounding**: Features detailed backgrounds of selected AWS AI and Serverless + Heroes driving cloud optimization, open-source templates, and tech education in + Europe and Latin America.' + category: aws-architecture + complexity: Beginner + content_hash: 13a90259d81a22a6d8ac85cc5545aa3972dcad34ff82aa4737019178c6513adb + description: AWS recognizes four outstanding community leaders across Italy, Canada, + and Argentina for their advancements in serverless architectures, custom AI tools, + and public cloud enablement. + hierarchy: + - Ecosystem + - AWS + - Community + - Enablement + is_microservice: false + language: en + last_checked: 1780352730.20747 + reputation_status: Vetted + reputation_summary: Highly regarded community recognition from AWS, highlighting + major contributors in artificial intelligence, serverless computing, and localized + technical training. + resource_type: announcement + social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2021/11/10/AWS-Heroes-program_RGB_Social-blog.png + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: community + tags: + - GUIDE + title: Meet Our Newest AWS Heroes - May 2026 + year: '2026' https://aws.amazon.com/blogs/aws/monitor-evaluate-and-demonstrate-backup-compliance-with-aws-backup-audit-manager: + addition_method: manual content_hash: 8949d78fcde90dbf9f4a909c33a24b7deb3f399c0c986a3b487632eac4d8d80e description: '' health_score: 100.0 @@ -11469,8 +12119,8 @@ https://aws.amazon.com/blogs/aws/monitor-evaluate-and-demonstrate-backup-complia v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-accelerate-your-lambda-functions-with-lambda-snapstart: + addition_method: manual ai_summary: This announcement introduces AWS Lambda SnapStart, a performance optimization engine designed to drastically reduce Java cold start latency profiles (up to 10x speedup) by leveraging micro-VM snapshotting. It explains how Lambda saves @@ -11499,8 +12149,8 @@ https://aws.amazon.com/blogs/aws/new-accelerate-your-lambda-functions-with-lambd v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-amazon-vpc-network-access-analyzer: + addition_method: manual content_hash: 04e4db2320cf85013d69c79c6dca746c52ba28041a0a37365285fb184df10d57 description: '' health_score: 100.0 @@ -11516,8 +12166,8 @@ https://aws.amazon.com/blogs/aws/new-amazon-vpc-network-access-analyzer: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-aws-application-load-balancer: + addition_method: manual content_hash: 3d6070355270faa0355f424eacb8230ebb895b146f33f058f4264d0cf685885c description: '' health_score: 100.0 @@ -11533,8 +12183,8 @@ https://aws.amazon.com/blogs/aws/new-aws-application-load-balancer: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-aws-competency-aws-migration: + addition_method: manual content_hash: c20a7e6e3432d4edcfb3bd96ef2aadb63928732943c21377f0975f76a9a0ef81 description: '' health_score: 100.0 @@ -11550,8 +12200,8 @@ https://aws.amazon.com/blogs/aws/new-aws-competency-aws-migration: v2_locations: - aws-backup.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terraform: + addition_method: manual content_hash: dfd70b1bb627229c6473fa95665484fb2e503696bfe0c7a90ab9d9810b752014 description: '' health_score: 100.0 @@ -11569,9 +12219,9 @@ https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terra - terraform.md - aws-security.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/aws/new-aws-dms-serverless-automatically-provisions-and-scales-capacity-for-migration-and-data-replication -: content_hash: 18a8399773f8f4fa71f379fde640b5557da28cbbd504495a3b762a7272a96114 +: addition_method: manual + content_hash: 18a8399773f8f4fa71f379fde640b5557da28cbbd504495a3b762a7272a96114 description: '' health_score: 100.0 last_checked: 1779030438.52718 @@ -11587,8 +12237,8 @@ https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terra v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-create-microsoft-sql-server-instances-of-amazon-rds-on-aws-outposts: + addition_method: manual ai_summary: Curator Insight highlights the expansion of Amazon RDS capabilities to hybrid environments using AWS Outposts. Live Grounding verifies this enables low-latency, on-premises execution of Microsoft SQL Server workloads with cloud-style @@ -11617,8 +12267,8 @@ https://aws.amazon.com/blogs/aws/new-create-microsoft-sql-server-instances-of-am v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-encrypted-ebs-boot-volumes: + addition_method: manual content_hash: dc0dca0144d5e1b0749f5a5e0394d7ef889a8080ef524c5cca0645c995b564d5 description: '' health_score: 100.0 @@ -11634,8 +12284,8 @@ https://aws.amazon.com/blogs/aws/new-encrypted-ebs-boot-volumes: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-for-aws-distro-for-opentelemetry-tracing-support-is-now-generally-available: + addition_method: manual content_hash: ad55363a5444712fc4cb69c802ded92b2d6575fb299732b1fa483a18425ad614 description: '' health_score: 100.0 @@ -11651,8 +12301,8 @@ https://aws.amazon.com/blogs/aws/new-for-aws-distro-for-opentelemetry-tracing-su v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-scheduled-reserved-instances: + addition_method: manual content_hash: 35b0d6ef970928f1481e97578cecd8bb4aaf53cb66f7fb7432f75b9ecf32a4ba description: '' health_score: 100.0 @@ -11668,9 +12318,9 @@ https://aws.amazon.com/blogs/aws/new-scheduled-reserved-instances: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/aws/new-self-service-provisioning-of-terraform-open-source-configurations-with-aws-service-catalog -: content_hash: 81e29ebebdf5d60726b6a214c0c0f91fd91b378902a15d695fca0ab172164a22 +: addition_method: manual + content_hash: 81e29ebebdf5d60726b6a214c0c0f91fd91b378902a15d695fca0ab172164a22 description: '' health_score: 100.0 last_checked: 1779030989.58297 @@ -11686,8 +12336,8 @@ https://aws.amazon.com/blogs/aws/new-scheduled-reserved-instances: v2_locations: - terraform.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new-visualize-your-vpc-resources-from-amazon-vpc-creation-experience: + addition_method: manual content_hash: bd986e668b0445a42705b7e9be9de8c785d653a44f32ac9f465517caed06df60 description: '' health_score: 100.0 @@ -11703,15 +12353,15 @@ https://aws.amazon.com/blogs/aws/new-visualize-your-vpc-resources-from-amazon-vp v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/new_deployment_pipelines_reference_architecture_and_-reference_implementations: + addition_method: manual content_hash: ce00982850759ae8a4911efbdd625426658848fe32a9f4896a5f485bc05c8502 health_score: 100.0 last_checked: 1779030979.393873 v1_locations: - docs/aws.md - addition_method: manual https://aws.amazon.com/blogs/aws/now-aws-step-functions-supports-200-aws-services-to-enable-easier-workflow-automation: + addition_method: manual content_hash: 2ae7b88eeff0dfba1f760881f1b217fc3b5afa1bca6f200c7aca66c73e0ff95e description: '' health_score: 100.0 @@ -11728,8 +12378,8 @@ https://aws.amazon.com/blogs/aws/now-aws-step-functions-supports-200-aws-service v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/now-open-aws-region-in-spain: + addition_method: manual content_hash: 43492f74d700c2084be82afa93d7fd663f41355a83eb2e97fe3fb7abafba258d description: '' health_score: 100.0 @@ -11745,8 +12395,8 @@ https://aws.amazon.com/blogs/aws/now-open-aws-region-in-spain: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/preview-aws-backup-adds-support-for-amazon-s3: + addition_method: manual content_hash: 45df17ba9016fb2503d63980b9604d94d5c075a9002b7b68ce0347a635dae00c description: '' health_score: 100.0 @@ -11764,8 +12414,8 @@ https://aws.amazon.com/blogs/aws/preview-aws-backup-adds-support-for-amazon-s3: - aws-backup.md - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/reduce-unwanted-traffic-on-your-web-site-with-aws-bot-control: + addition_method: manual content_hash: 762a07f20ca292ce286b254c69465915fb76af293ee662c4221c3a91922efef8 description: '' health_score: 100.0 @@ -11782,8 +12432,8 @@ https://aws.amazon.com/blogs/aws/reduce-unwanted-traffic-on-your-web-site-with-a v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2021: + addition_method: manual content_hash: 9e3e5468c7ebe9b6876920575f135c646029a2f5cbc38fc28ae9d7d4d56332cc description: '' health_score: 100.0 @@ -11799,8 +12449,8 @@ https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2021: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/big-data/category/analytics/aws-data-pipeline: + addition_method: manual content_hash: 11264b99aae0ff2d074a041f9959dbdf1a77af7394da40ea641abd76fd170051 description: '' health_score: 100.0 @@ -11816,8 +12466,8 @@ https://aws.amazon.com/blogs/big-data/category/analytics/aws-data-pipeline: v2_locations: - aws-data.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/big-data/querying-amazon-kinesis-streams-directly-with-sql-and-spark-streaming: + addition_method: manual content_hash: b587dea36cebe22894ff1952a5ed43d6c2caaa679c807c8766ce5eb62e1f52b4 description: '' health_score: 100.0 @@ -11833,16 +12483,16 @@ https://aws.amazon.com/blogs/big-data/querying-amazon-kinesis-streams-directly-w v2_locations: - aws-data.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/big-data/using-spark-sql-for-etl: + addition_method: manual last_checked: 1779388780.354356 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-data.md - addition_method: manual https://aws.amazon.com/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account: + addition_method: manual content_hash: 289da30229f9a36fa552dbb0d41abad8a004973416af5bfc8b1b2180078df19c description: '' health_score: 100.0 @@ -11858,8 +12508,8 @@ https://aws.amazon.com/blogs/compute/architecture-patterns-for-consuming-private v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/building-an-event-driven-application-with-amazon-eventbridge: + addition_method: manual content_hash: 5041111ecfea70c5834f27af84e3c48717cb9fb1083df85a1c06cdd5d775e240 description: '' health_score: 100.0 @@ -11875,9 +12525,9 @@ https://aws.amazon.com/blogs/compute/building-an-event-driven-application-with-a v2_locations: - aws-messaging.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/compute/building-highly-resilient-applications-with-on-premises-interdependencies-using-aws-local-zones -: content_hash: 408c26ed1b45b2f125ac159b1ea0b040bd6b4d02bbdd63277260684efc8fd4d7 +: addition_method: manual + content_hash: 408c26ed1b45b2f125ac159b1ea0b040bd6b4d02bbdd63277260684efc8fd4d7 description: '' health_score: 100.0 last_checked: 1779032731.860781 @@ -11893,8 +12543,8 @@ https://aws.amazon.com/blogs/compute/building-an-event-driven-application-with-a v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/deploying-aws-lambda-layers-automatically-across-multiple-regions: + addition_method: manual ai_summary: This architectural guide explains the automation patterns needed to synchronously compile, version, and distribute AWS Lambda Layers across localized regional namespaces. It details CloudFormation and AWS CodePipeline configuration @@ -11923,8 +12573,8 @@ https://aws.amazon.com/blogs/compute/deploying-aws-lambda-layers-automatically-a v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/introducing-an-enhanced-local-ide-experience-for-aws-step-functions: + addition_method: manual content_hash: cb4b7ec3e69b291f8fb5d1a38984d86038d6b43fc84e4591f9e88cb2db38b1cd description: '' health_score: 100.0 @@ -11944,9 +12594,9 @@ https://aws.amazon.com/blogs/compute/introducing-an-enhanced-local-ide-experienc - aws.md - iac.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/compute/introducing-aws-sam-pipelines-automatically-generate-deployment-pipelines-for-serverless-applications -: ai_summary: A release announcement and tutorial introducing AWS SAM Pipelines, a +: addition_method: manual + ai_summary: A release announcement and tutorial introducing AWS SAM Pipelines, a feature designed to bootstrap CI/CD pipelines across major platforms (GitHub Actions, GitLab, Jenkins) using native serverless templates. It highlights patterns for multi-account isolation and secure credential provisioning within build jobs. @@ -11976,8 +12626,8 @@ https://aws.amazon.com/blogs/compute/introducing-an-enhanced-local-ide-experienc v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda: + addition_method: manual ai_summary: Detailed architectural migration path for porting enterprise monolithic .NET APIs into a serverless execution layer with minimal codebase disruption. It explores using AWS Lambda Web Adapter as a bridge wrapper, enabling developers @@ -12006,8 +12656,8 @@ https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws- v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven-architecture-part-1: + addition_method: manual ai_summary: Part of an official series breaking down event-driven patterns, focusing on how Lambda integrates with message-brokers, routers, and event producers. It analyzes synchronous, asynchronous, and polling invocation pathways alongside @@ -12037,8 +12687,8 @@ https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/quick-restoration-through-replacing-the-root-volumes-of-amazon-ec2: + addition_method: manual content_hash: a6a5c6681d015bfdd9b9fdb09e1bb29a4f9e736daa3a11a2d91740b76434cd2f description: '' health_score: 100.0 @@ -12054,8 +12704,8 @@ https://aws.amazon.com/blogs/compute/quick-restoration-through-replacing-the-roo v2_locations: - aws-backup.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribute-based-access-control-abac: + addition_method: manual ai_summary: Explains how to integrate Attribute-Based Access Control (ABAC) to enforce flexible, scalable IAM permissions for Lambda workflows based on tags. It contrasts ABAC's administrative ease with traditional RBAC mapping, detailing dynamic security @@ -12085,9 +12735,9 @@ https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribu v2_locations: - aws-serverless.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/compute/secure-connectivity-from-public-to-private-introducing-ec2-instance-connect-endpoint-june-13-2023 -: content_hash: 3a583bd119b85ceba86f1ca8d8eafd65b879c661b2e6607e0940e97871f26a6e +: addition_method: manual + content_hash: 3a583bd119b85ceba86f1ca8d8eafd65b879c661b2e6607e0940e97871f26a6e description: '' health_score: 100.0 last_checked: 1779030842.468567 @@ -12103,8 +12753,8 @@ https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribu v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/server-side-rendering-micro-frontends-ui-composer-and-service-discovery: + addition_method: manual content_hash: 48d5c54d91eb8d5a3e72603716cf48a9a61f83c6942f4a3762a66defa0d87dc1 description: '' health_score: 100.0 @@ -12121,8 +12771,8 @@ https://aws.amazon.com/blogs/compute/server-side-rendering-micro-frontends-ui-co v2_locations: - introduction.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/understanding-aws-lambda-scaling-and-throughput: + addition_method: manual ai_summary: This architectural deep-dive breaks down the intricate scaling algorithms governing AWS Lambda, explaining concepts such as burst concurrency quotas, execution environments, and cold start delays. It contrasts synchronous and asynchronous @@ -12151,8 +12801,8 @@ https://aws.amazon.com/blogs/compute/understanding-aws-lambda-scaling-and-throug v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications: + addition_method: manual ai_summary: This technical AWS blog post details the integration of AWS Lambda with Amazon Elastic File System (EFS) to achieve highly available, multi-AZ shared persistent storage. It describes how to bypass traditional zip limits and enable @@ -12182,9 +12832,9 @@ https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-ser v2_locations: - aws-serverless.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways -: ai_summary: Provides a specialized architectural blueprint for handling IP exhaustion +: addition_method: manual + ai_summary: Provides a specialized architectural blueprint for handling IP exhaustion in enterprise environments using Private NAT Gateways. It explains how to scale Pod topologies using non-routable CIDRs while seamlessly maintaining egress translation to enterprise networks. Solves complex IP coordination issues in hybrid cloud @@ -12213,8 +12863,8 @@ https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-ser v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/addressing-latency-and-data-transfer-costs-on-eks-using-istio: + addition_method: manual ai_summary: Addresses the significant cloud cost vector of cross-AZ data transfer within EKS multi-AZ setups. This article describes how to configure Istio Service Mesh to enforce zone-aware routing policies, keeping internal network traffic @@ -12244,8 +12894,8 @@ https://aws.amazon.com/blogs/containers/addressing-latency-and-data-transfer-cos v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-1-22: + addition_method: manual content_hash: 28096988c7b5990f73e04ff4644adc323944e66c067d4b54bc60755eb4dd67b0 description: '' health_score: 100.0 @@ -12261,8 +12911,8 @@ https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-1-22: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-version-1-25: + addition_method: manual content_hash: dedc061ef4f162297b85f4797a913b13673e34727327ea382629ee37181678ac description: '' health_score: 100.0 @@ -12278,8 +12928,8 @@ https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-versi v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/architecting-for-resiliency-on-aws-app-runner: + addition_method: manual content_hash: 49460a1b4db06152db3cfd666902387b7f5d885fa65bad50ec4e6e2a85e28918 description: '' health_score: 100.0 @@ -12295,8 +12945,8 @@ https://aws.amazon.com/blogs/containers/architecting-for-resiliency-on-aws-app-r v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/automate-rollbacks-for-amazon-ecs-rolling-deployments-with-cloudwatch-alarms: + addition_method: manual content_hash: daaf1407bedd1e4521e0695cce6a074db9dd0e3cd918f333417ea5ce4ce2335b description: '' health_score: 100.0 @@ -12312,8 +12962,8 @@ https://aws.amazon.com/blogs/containers/automate-rollbacks-for-amazon-ecs-rollin v2_locations: - aws-containers.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/autoscaling-eks-on-fargate-with-custom-metrics: + addition_method: manual ai_summary: Explores the architectural patterns for scaling serverless Kubernetes pods on AWS Fargate using Prometheus metrics processed via KEDA. Since traditional DaemonSet-based collectors are incompatible with Fargate, this guide establishes @@ -12342,8 +12992,8 @@ https://aws.amazon.com/blogs/containers/autoscaling-eks-on-fargate-with-custom-m v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/aws-and-kubecost-collaborate-to-deliver-cost-monitoring-for-eks-customers: + addition_method: manual ai_summary: Documents the native integration of Kubecost with EKS to offer real-time, granular cost visibility for cloud platform operators. It highlights cost attribution strategies across namespaces, controller types, and pods. This collaboration ensures @@ -12372,8 +13022,8 @@ https://aws.amazon.com/blogs/containers/aws-and-kubecost-collaborate-to-deliver- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/aws-docker-collaborate-simplify-developer-experience: + addition_method: manual content_hash: 732958e71d83dba1ec1914001f8feafa5fa9d062881ed71ef75cfb4dc9553e37 description: '' health_score: 100.0 @@ -12384,9 +13034,9 @@ https://aws.amazon.com/blogs/containers/aws-docker-collaborate-simplify-develope v1_locations: - docs/docker.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/containers/aws-secrets-manager-controller-poc-an-eks-operator-for-automatic-rotation-of-secrets -: content_hash: f4fe2abf5d15a3be91bdf6f41dbbcae0ea5dd018e7931691d3df964ef4af482a +: addition_method: manual + content_hash: f4fe2abf5d15a3be91bdf6f41dbbcae0ea5dd018e7931691d3df964ef4af482a description: '' health_score: 100.0 last_checked: 1779031425.618409 @@ -12402,8 +13052,8 @@ https://aws.amazon.com/blogs/containers/aws-docker-collaborate-simplify-develope v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazon-eks-anywhere-using-flux: + addition_method: manual ai_summary: Details a zero-downtime, blue/green cluster upgrade strategy designed for on-premises EKS Anywhere clusters. Leveraging the Flux GitOps controller, this pattern automates the provisioning of parallel target cluster versions and @@ -12433,8 +13083,8 @@ https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazo v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/chaos-engineering-with-litmuschaos-on-amazon-eks: + addition_method: manual content_hash: 813e599f12a649a052b8d279f8d8ec1176999ded3414f938827b7eeda4e11fbd description: '' health_score: 100.0 @@ -12450,8 +13100,8 @@ https://aws.amazon.com/blogs/containers/chaos-engineering-with-litmuschaos-on-am v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/cloud-native-ci-cd-with-tekton-and-argocd-on-aws: + addition_method: manual ai_summary: Describes combined cloud-native continuous integration using Tekton alongside declarative GitOps via Argo CD on AWS, demonstrating a unified high-performance DevOps pipeline. @@ -12479,8 +13129,8 @@ https://aws.amazon.com/blogs/containers/cloud-native-ci-cd-with-tekton-and-argoc v2_locations: - argo.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-clusters-using-aws-cdk-and-cdk-pipelines: + addition_method: manual ai_summary: Guide illustrating how to write software-defined infrastructure to orchestrate and deploy Amazon EKS clusters using AWS Cloud Development Kit (CDK) Pipelines. Describes code-to-infrastructure deployments, testing stages, and lifecycle automation. @@ -12510,8 +13160,8 @@ https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-cluste v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployments-for-amazon-eks-with-aws-app-mesh: + addition_method: manual ai_summary: Step-by-step post on architecting GitOps pipelines for automated canary releases using App Mesh service mesh on Amazon EKS. Outlines traffic-shifting mechanisms, virtual node configurations, and automated rolling rollbacks based @@ -12542,8 +13192,8 @@ https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployment v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/easy-as-one-two-three-policy-management-with-kyverno-on-amazon-eks: + addition_method: manual ai_summary: Walkthrough detailing how to manage native policy rules on EKS clusters using Kyverno instead of raw Rego. Illustrates automated resource validation, generation, and mutation patterns to enforce corporate configuration compliance. @@ -12575,8 +13225,8 @@ https://aws.amazon.com/blogs/containers/easy-as-one-two-three-policy-management- - managed-kubernetes-in-public-cloud.md - securityascode.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-with-pod-priority-and-over-provisioning: + addition_method: manual ai_summary: 'Introduces a smart autoscaling architectural pattern: using low-priority ''placeholder'' pods to reserve capacity inside an AWS EKS cluster. When a real, higher-priority pod is scheduled, Kubernetes evicts the placeholders, initiating @@ -12605,8 +13255,8 @@ https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-wi v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-container-insights-for-eks: + addition_method: manual ai_summary: Technical overview of the native Fluent Bit integration with AWS CloudWatch Container Insights. Discusses migrating away from resource-heavy Fluentd agents to lightweight Fluent Bit configurations to process container logs efficiently @@ -12636,9 +13286,9 @@ https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-con v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/containers/gitops-model-for-provisioning-and-bootstrapping-amazon-eks-clusters-using-crossplane-and-argo-cd -: ai_summary: An advanced GitOps architectural pattern demonstrating the unification +: addition_method: manual + ai_summary: An advanced GitOps architectural pattern demonstrating the unification of Crossplane and Argo CD on AWS. By leveraging Crossplane to declare AWS resources as Kubernetes Custom Resources, teams can manage both physical EKS infrastructure and application deployments through a single unified GitOps pipeline. Enhances @@ -12667,8 +13317,8 @@ https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-con v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/how-to-track-costs-in-multi-tenant-amazon-eks-clusters-using-kubecost: + addition_method: manual content_hash: 754d28b8cd00a5de6b50c9240c0f39b60ef9f7cad62b40459363aacca0212a72 description: '' health_score: 100.0 @@ -12684,8 +13334,8 @@ https://aws.amazon.com/blogs/containers/how-to-track-costs-in-multi-tenant-amazo v2_locations: - kubernetes.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/introducing-aws-load-balancer-controller: + addition_method: manual content_hash: fa4024e111e59e1f2d43a48aed90e5e056c9f3ee53897aec388b6cd4608bb115 description: '' health_score: 100.0 @@ -12701,8 +13351,8 @@ https://aws.amazon.com/blogs/containers/introducing-aws-load-balancer-controller v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/introducing-cdk-for-kubernetes: + addition_method: manual content_hash: 1233ea615ecd7d087b277f5a8d05d8405586e8dbff6f228aa6b8265a84d04f83 description: '' health_score: 100.0 @@ -12718,8 +13368,8 @@ https://aws.amazon.com/blogs/containers/introducing-cdk-for-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere: + addition_method: manual ai_summary: An introductory walkthrough from the AWS Container team illustrating the step-by-step setup of EKS Anywhere clusters on VMware vSphere. It covers the preparation of local hardware resources, networking topologies, and the use of @@ -12748,8 +13398,8 @@ https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amaz v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/kubernetes-as-a-platform-vs-kubernetes-as-an-api-2: + addition_method: manual content_hash: c5786ba38d10f6454db0c2ec27b60fa0fab7b20b0ccd921bdcaaa5017f23f3d3 description: '' health_score: 100.0 @@ -12765,8 +13415,8 @@ https://aws.amazon.com/blogs/containers/kubernetes-as-a-platform-vs-kubernetes-a v2_locations: - kubernetes.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/leveraging-app-mesh-with-amazon-eks-in-a-multi-account-environment: + addition_method: manual content_hash: 4245695ad5c36c735f28ae1251299ee392fb7ec03eefa27a35d16041bd113899 description: '' health_score: 100.0 @@ -12782,8 +13432,8 @@ https://aws.amazon.com/blogs/containers/leveraging-app-mesh-with-amazon-eks-in-a v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/onfidos-journey-to-a-multi-cluster-amazon-eks-architecture: + addition_method: manual ai_summary: Onfido's real-world engineering case study describing their architectural pivot to a highly resilient multi-cluster AWS EKS layout. Demonstrates regional fault tolerance, ingress load splitting, and centralized operations management. @@ -12811,8 +13461,8 @@ https://aws.amazon.com/blogs/containers/onfidos-journey-to-a-multi-cluster-amazo v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/operating-a-multi-regional-stateless-application-using-amazon-eks: + addition_method: manual ai_summary: This AWS architectural guide presents a multi-region deployment pattern for stateless services using EKS. It explores cross-region Route 53 routing, continuous delivery strategies across distinct clusters, and handling geographic failover @@ -12843,8 +13493,8 @@ https://aws.amazon.com/blogs/containers/operating-a-multi-regional-stateless-app v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon-eks: + addition_method: manual ai_summary: Presents a strategic operational playbook for planning and executing Kubernetes version upgrades on Amazon EKS clusters. It addresses schema deprecations, API version migration strategies, and testing methodologies inside staging structures. @@ -12872,8 +13522,8 @@ https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1: + addition_method: manual content_hash: dca6bc05170d65cf15a694f2b2f5f6fe0b0310fb65e615bd3153cad2c1e932bd description: '' health_score: 100.0 @@ -12889,8 +13539,8 @@ https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kuberne v2_locations: - securityascode.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree: + addition_method: manual ai_summary: An authoritative AWS guide introducing Datree integrations for preventing misconfigurations within Helm deployment cycles. It details how to set up policy validation within EKS pipelines to block non-compliant resources before deployment. @@ -12917,8 +13567,8 @@ https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations- v2_locations: - helm.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/scaling-amazon-eks-and-cassandra-beyond-1000-nodes: + addition_method: manual ai_summary: An engineering case study detailing the technical constraints and performance tunings executed to host Apache Cassandra on a 1,000+ node EKS cluster. It addresses VPC IP limits, CoreDNS bottlenecks, etcd performance under high resource counts, @@ -12947,8 +13597,8 @@ https://aws.amazon.com/blogs/containers/scaling-amazon-eks-and-cassandra-beyond- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/start-pods-faster-by-prefetching-images: + addition_method: manual ai_summary: Analyzes latency bottlenecks during container initialization caused by large image pull steps. The post outlines the architecture of 'image prefetching' patterns, leveraging daemonsets or custom Karpenter startup scripts to warm up @@ -12977,8 +13627,8 @@ https://aws.amazon.com/blogs/containers/start-pods-faster-by-prefetching-images: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack: + addition_method: manual ai_summary: This technical post outlines the architecture for exporting real-time Kubernetes cluster events to Slack channels using Amazon EventBridge and AWS Lambda. It demonstrates decoupling event streams from cluster internals to prevent slack @@ -13007,8 +13657,8 @@ https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus: + addition_method: manual ai_summary: An in-depth guide to monitoring and debugging the managed Amazon EKS API server's performance. It details metric exposition patterns for latency, request depth, and response codes using standard Prometheus operators. It empowers platform @@ -13037,8 +13687,8 @@ https://aws.amazon.com/blogs/containers/troubleshooting-amazon-eks-api-servers-w v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs: + addition_method: manual ai_summary: Analyzes CloudWatch logging costs generated by EKS API server audit logs, offering practical strategies to filter and optimize them. It details how to use Logstash, FluentBit, or CloudWatch filter patterns to eliminate verbose, @@ -13070,8 +13720,8 @@ https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon - managed-kubernetes-in-public-cloud.md - finops.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-karpenter: + addition_method: manual content_hash: daf6c78ef3fd928bdea0cd314298c053886a158cccc23a867bf1b3a3c85e00b9 description: '' health_score: 100.0 @@ -13087,9 +13737,9 @@ https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-kar v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/containers/using-cdk-to-perform-continuous-deployments-in-multi-region-kubernetes-environments -: ai_summary: AWS Container Blog technical post showing how to orchestrate multi-cluster +: addition_method: manual + ai_summary: AWS Container Blog technical post showing how to orchestrate multi-cluster and multi-region deployments using AWS CDK. Demonstrates declarative CD pipelines, traffic management, and code configurations for reliable, global application synchronization. complexity: Advanced @@ -13115,8 +13765,8 @@ https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-kar v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/containers/using-prometheus-to-avoid-disasters-with-kubernetes-cpu-limits: + addition_method: manual ai_summary: A critical engineering guide addressing the dreaded CPU throttling issue in Kubernetes caused by hard CFS limits. Combines Prometheus query analysis with kernel-level metrics to showcase how to balance application latency and resource @@ -13145,8 +13795,8 @@ https://aws.amazon.com/blogs/containers/using-prometheus-to-avoid-disasters-with v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/database/amazon-aurora-postgresql-blue-green-deployment-using-fast-database-cloning: + addition_method: manual ai_summary: Curator Insight outlines zero-downtime database upgrades utilizing Aurora PostgreSQL's fast database cloning mechanism. Live Grounding validates that the strategy leverages copy-on-write storage architecture to create isolated environments @@ -13175,8 +13825,8 @@ https://aws.amazon.com/blogs/database/amazon-aurora-postgresql-blue-green-deploy v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/database/auditing-for-highly-regulated-industries-using-amazon-aurora-postgresql: + addition_method: manual ai_summary: Curator Insight details compliance and auditing methodologies for highly regulated sectors utilizing Amazon Aurora PostgreSQL. Live Grounding confirms the deployment patterns involve pgAudit integration, AWS CloudWatch Logs, and @@ -13205,8 +13855,8 @@ https://aws.amazon.com/blogs/database/auditing-for-highly-regulated-industries-u v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine: + addition_method: manual ai_summary: An architectural deep-dive into the specialized, log-structured distributed storage engine of Amazon Aurora. Details how it decouples computing from database storage, replicating blocks six ways across three availability zones. @@ -13233,8 +13883,8 @@ https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine: v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/database/migrating-a-commercial-database-to-open-source-with-aws-sct-and-aws-dms: + addition_method: manual ai_summary: Curator Insight examines how the AWS Schema Conversion Tool (SCT) pairs with DMS to automate SQL dialect conversion. Live Grounding shows that SCT translates legacy stored procedures, views, and functions to Postgres-compatible code before @@ -13264,8 +13914,8 @@ https://aws.amazon.com/blogs/database/migrating-a-commercial-database-to-open-so v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero-downtime-using-aws-dms: + addition_method: manual ai_summary: Curator Insight provides blueprint architectures for migrating enterprise-grade Oracle databases with near-zero business impact. Live Grounding details the setup of supplemental logging on Oracle sources and AWS DMS task tuning for high-throughput @@ -13293,9 +13943,9 @@ https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero- v2_locations: - aws-databases.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/database/modernize-database-stored-procedures-to-use-amazon-aurora-postgresql-federated-queries-pg_cron-and-aws-lambda -: ai_summary: Curator Insight details the modernization of legacy stored procedures +: addition_method: manual + ai_summary: Curator Insight details the modernization of legacy stored procedures within PostgreSQL by offloading business logic. Live Grounding shows how pg_cron scheduled jobs trigger serverless AWS Lambda functions via external federated queries. This architectural pattern untangles database compute from core transaction @@ -13325,9 +13975,9 @@ https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero- v2_locations: - aws-databases.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/database/replicate-and-transform-data-in-amazon-aurora-postgresql-across-multiple-regions-using-aws-dms -: ai_summary: Curator Insight explains complex data replication and real-time schema +: addition_method: manual + ai_summary: Curator Insight explains complex data replication and real-time schema transformations using AWS DMS across geographic zones. Live Grounding demonstrates how DMS filters and manipulates streaming CDC events to populate distinct regional schemas. An advanced implementation reference for global multi-region database @@ -13356,9 +14006,9 @@ https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero- v2_locations: - aws-databases.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/database/securely-connect-to-an-amazon-rds-or-amazon-ec2-database-instance-remotely-with-your-preferred-gui -: ai_summary: Curator Insight addresses the configuration challenges of securely managing +: addition_method: manual + ai_summary: Curator Insight addresses the configuration challenges of securely managing private databases remotely using visual tools. Live Grounding confirms the methodology relies on SSH tunneling, AWS Systems Manager (SSM) Session Manager, or VPC client VPN endpoints to bypass the need for public IP addresses. This aligns with zero-trust @@ -13387,8 +14037,8 @@ https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero- v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/developer: + addition_method: manual content_hash: ebe9278faed58eec9bfa634033be0ab6b714d88ab44c96a4e3892e59c1870961 description: '' health_score: 100.0 @@ -13404,8 +14054,8 @@ https://aws.amazon.com/blogs/developer: v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/developer/announcing-end-of-support-for-python-2-7-in-aws-sdk-for-python-and-aws-cli-v1: + addition_method: manual content_hash: d53640c736561a792799662e52a3353c490975bca5b70ffe40fec85c2ecd7ace description: '' health_score: 100.0 @@ -13422,8 +14072,8 @@ https://aws.amazon.com/blogs/developer/announcing-end-of-support-for-python-2-7- v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops: + addition_method: manual ai_summary: 'Curator Insight: AWS official publication hub for cloud DevOps patterns, updates, and releases. @@ -13446,8 +14096,8 @@ https://aws.amazon.com/blogs/devops: v2_locations: - aws-devops.md year: '2021' - addition_method: manual https://aws.amazon.com/blogs/devops/announcing-cdk-migrate-a-single-command-to-migrate-to-the-aws-cdk: + addition_method: manual content_hash: b8273927ee80ec563fcacf45172c3f4635ad29deef5ce7c462b517d5fca8705b description: '' health_score: 100.0 @@ -13463,16 +14113,16 @@ https://aws.amazon.com/blogs/devops/announcing-cdk-migrate-a-single-command-to-m v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/aws-codedeploy-deploying-from-a-development-account-to-a-production-account: + addition_method: manual last_checked: 1779388413.837385 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-devops.md - addition_method: manual https://aws.amazon.com/blogs/devops/aws-codepipeline-adds-support-for-branch-based-development-and-monorepos: + addition_method: manual ai_summary: 'Curator Insight: Deep-dive blog introducing native monorepo and branch filters inside CodePipeline. @@ -13502,8 +14152,8 @@ https://aws.amazon.com/blogs/devops/aws-codepipeline-adds-support-for-branch-bas v2_locations: - aws-devops.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load-balancer: + addition_method: manual content_hash: 5b7e1231731597035056c9b92bc04bdc9d01e928954e13c4653c71333bf34a2e description: '' health_score: 100.0 @@ -13519,9 +14169,9 @@ https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load v2_locations: - aws-networking.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/devops/building-end-to-end-aws-devsecops-ci-cd-pipeline-with-open-source-sca-sast-and-dast-tools -: ai_summary: 'An AWS reference guide detailing how to construct a secure CI/CD pipeline +: addition_method: manual + ai_summary: 'An AWS reference guide detailing how to construct a secure CI/CD pipeline using open-source SCA, SAST, and DAST integrations. Contrast: Curator Insight presents basic CloudFormation setups, while Live Grounding verifies this as a highly robust template for production-grade AWS workloads. Excellent blueprint @@ -13551,8 +14201,8 @@ https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load v2_locations: - devsecops.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fault-injection-simulator: + addition_method: manual ai_summary: Guided workflow utilizing AWS FIS (Fault Injection Simulator) to execute controlled resilience and disruption experiments against EKS node groups and containers. Demonstrates monitoring system reaction metrics and reinforcing application failover. @@ -13582,8 +14232,8 @@ https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fa - managed-kubernetes-in-public-cloud.md - chaos-engineering.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2: + addition_method: manual ai_summary: An official AWS architectural guide detailing the orchestration of GitLab runners on Amazon EC2 instances with auto-scaling configurations. It outlines how to use AWS CloudFormation and Auto Scaling Groups to dynamically provision @@ -13615,8 +14265,8 @@ https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-e v2_locations: - git.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command-line: + addition_method: manual content_hash: caa50e67fdcd8bc01a697aa0cc8df31798c280ffac3979f3c524c8fad5f12765 description: '' health_score: 100.0 @@ -13632,8 +14282,8 @@ https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/jenkins-high-availability-and-disaster-recovery-on-aws: + addition_method: manual content_hash: 742fb37def4ecd523cac8b211d62639ccb844e725a576674087daad0d3036a6d description: '' health_score: 100.0 @@ -13650,8 +14300,8 @@ https://aws.amazon.com/blogs/devops/jenkins-high-availability-and-disaster-recov v2_locations: - jenkins.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/multi-branch-pipeline-management-and-infrastructure-deployment-using-aws-cdk-pipelines: + addition_method: manual ai_summary: 'Curator Insight: Tutorial for managing multi-branch infrastructures using AWS Cloud Development Kit. @@ -13681,8 +14331,8 @@ https://aws.amazon.com/blogs/devops/multi-branch-pipeline-management-and-infrast v2_locations: - aws-devops.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/new-self-paced-courses-to-improve-java-and-python-code-quality-with-amazon-codeguru: + addition_method: manual content_hash: 0fec962a444043a2984b7d168a678827dc0bbd4f9ea401982728f3e5e58a44ff description: '' health_score: 100.0 @@ -13699,8 +14349,8 @@ https://aws.amazon.com/blogs/devops/new-self-paced-courses-to-improve-java-and-p v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/setting-up-the-jenkins-plugin-for-aws-codedeploy: + addition_method: manual ai_summary: 'Curator Insight: Guide for setting up AWS CodeDeploy integration hooks inside Jenkins environments. @@ -13723,8 +14373,8 @@ https://aws.amazon.com/blogs/devops/setting-up-the-jenkins-plugin-for-aws-codede v2_locations: - aws-devops.md year: '2018' - addition_method: manual https://aws.amazon.com/blogs/devops/tag/continuous-deployment: + addition_method: manual ai_summary: 'Curator Insight: Aggregation of blogs detailing best practices for deploying continuous deployment on AWS. @@ -13753,8 +14403,8 @@ https://aws.amazon.com/blogs/devops/tag/continuous-deployment: v2_locations: - aws-devops.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/devops/using-jenkins-with-codeartifact: + addition_method: manual content_hash: 26bb959092c26cd2a14c93d0b25b271190a1838cce015244853ee2066667fb82 description: '' health_score: 100.0 @@ -13771,8 +14421,8 @@ https://aws.amazon.com/blogs/devops/using-jenkins-with-codeartifact: v2_locations: - demos.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/hpc/creating-a-digital-map-of-covid-19-virus-for-discovery-of-new-treatment-compounds: + addition_method: manual content_hash: 8b7d498b908e33ae79fc4ddf7262605b4a1ce6fe439f4bfa005be6d0b9cd7295 description: '' health_score: 100.0 @@ -13789,8 +14439,8 @@ https://aws.amazon.com/blogs/hpc/creating-a-digital-map-of-covid-19-virus-for-di v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/industries/accelerating-radiology-imaging-workflows-with-relevant-clinical-context-on-aws: + addition_method: manual content_hash: f60f7c62c90307cb80baeeed5ca7f271be46b15f601336ad673eb1e3b66b9ec0 description: '' health_score: 100.0 @@ -13807,8 +14457,8 @@ https://aws.amazon.com/blogs/industries/accelerating-radiology-imaging-workflows v2_locations: - customer.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/industries/astrazenecas-drug-design-program-built-using-aws-wins-innovation-award: + addition_method: manual content_hash: e5bbe83ee62eca27063cdbed5884f0f727603814950f9b793c7b08286a852511 description: '' health_score: 100.0 @@ -13825,8 +14475,8 @@ https://aws.amazon.com/blogs/industries/astrazenecas-drug-design-program-built-u v2_locations: - customer.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/industries/automating-and-scaling-chaos-engineering-using-aws-fault-injection-simulator: + addition_method: manual content_hash: 6dc43840582c248be4afb6780373c0a93371878d0455bd3cefd86c47cc551dc8 description: '' health_score: 100.0 @@ -13843,9 +14493,9 @@ https://aws.amazon.com/blogs/industries/automating-and-scaling-chaos-engineering v2_locations: - chaos-engineering.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws -: ai_summary: Reviews BMW Group's production deployment of a GenAI orchestrator built +: addition_method: manual + ai_summary: Reviews BMW Group's production deployment of a GenAI orchestrator built on Amazon Bedrock. Highlights technical methods used to automatically review AWS cloud footprints and propose infrastructure optimizations globally. complexity: Advanced @@ -13874,8 +14524,8 @@ https://aws.amazon.com/blogs/industries/automating-and-scaling-chaos-engineering - ai.md - customer.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/infrastructure-and-automation/save-time-with-automated-security-checks-of-terraform-scripts: + addition_method: manual content_hash: 9c8d695497afede31fc54899b8b507af9464d34d4f42225e4d368204fe71d42b description: '' health_score: 100.0 @@ -13892,8 +14542,8 @@ https://aws.amazon.com/blogs/infrastructure-and-automation/save-time-with-automa v2_locations: - terraform.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/machine-learning/mlops-foundation-roadmap-for-enterprises-with-amazon-sagemaker: + addition_method: manual content_hash: e50be42151b7dd5791e067942d4596d3cd334b873315c0470422ce093add3de8 description: '' health_score: 100.0 @@ -13909,9 +14559,48 @@ https://aws.amazon.com/blogs/machine-learning/mlops-foundation-roadmap-for-enter v2_locations: - mlops.md year: N/A - addition_method: manual +? https://aws.amazon.com/blogs/machine-learning/openai-models-and-codex-on-amazon-bedrock-are-now-generally-available/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=n/a&linkId=953986722 +: addition_method: automatic + ai_summary: '### Curator Insight + + This landmark AWS announcement marks the general availability of OpenAI''s frontier + models (GPT-5.5 and GPT-5.4) and Codex directly within Amazon Bedrock''s secure + enterprise environment. Organizations can now deploy these state-of-the-art LLMs + and agentic coding models utilizing Bedrock''s serverless pay-per-token pricing, + robust VPC data isolation, and integrated governance tools. This significantly + bridges the gap between AWS''s managed infrastructure and OpenAI''s leading-edge + intelligence.' + category: aws-newfeatures + complexity: Intermediate + content_hash: 7a8a98ae544a2e32eb710ebfbd446b0237ad4fd5ca0ccac47efe59785f1e712a + description: Official announcement introducing the general availability of OpenAI's + GPT-5.5, GPT-5.4, and Codex models on the serverless Amazon Bedrock platform. + hierarchy: + - Amazon Web Services + - Amazon Bedrock + - Generative AI Integration + impact_score: 96 + is_microservice: false + language: English + last_checked: 1780401702.549054 + reputation_status: Vetted + reputation_summary: Official AWS Blog announcement. One of the highest-impact enterprise + news cycles of 2026, marking a monumental shift in the availability of OpenAI + models on major public cloud serverless platforms. + resource_type: Announcement + social_preview_url: https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/06/01/21096.png + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + - ENTERPRISE-STABLE + title: OpenAI Models and Codex on Amazon Bedrock are Now Generally Available + year: '2026' ? https://aws.amazon.com/blogs/machine-learning/promote-pipelines-in-a-multi-environment-setup-using-amazon-sagemaker-model-registry-hashicorp-terraform-github-and-jenkins-ci-cd -: content_hash: a93662677a536b6e399a3f978cd67f5b2773da64454279b90225611ff99a7fae +: addition_method: manual + content_hash: a93662677a536b6e399a3f978cd67f5b2773da64454279b90225611ff99a7fae description: '' health_score: 100.0 last_checked: 1779030305.568654 @@ -13927,8 +14616,8 @@ https://aws.amazon.com/blogs/machine-learning/mlops-foundation-roadmap-for-enter v2_locations: - mlops.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mobile/how-to-enforce-user-quota-on-aws-appsync-with-lambda-authorizer: + addition_method: manual ai_summary: This article outlines structural methodologies to construct custom GraphQL traffic filters using Lambda Authorizers attached to AWS AppSync. It demonstrates the collection of API invocation metrics, user credential tracking, and real-time @@ -13957,8 +14646,8 @@ https://aws.amazon.com/blogs/mobile/how-to-enforce-user-quota-on-aws-appsync-wit v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt: + addition_method: manual content_hash: 6ef262eb276ff17512aea06a600a3b5642d80b037568ddfa919e13e1abd7b040 description: '' health_score: 100.0 @@ -13974,8 +14663,8 @@ https://aws.amazon.com/blogs/mt: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/amazon-managed-service-for-grafana-amg-preview-updated-with-new-capabilities: + addition_method: manual content_hash: 0669feca3259529fbcbf228318a1c92b2de626b3ac0db4f03a0d780e372bad99 description: '' health_score: 100.0 @@ -13991,8 +14680,8 @@ https://aws.amazon.com/blogs/mt/amazon-managed-service-for-grafana-amg-preview-u v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/automate-preapproved-operations-with-aws-service-catalog-service-actions: + addition_method: manual content_hash: 9696dce8824b69e44bb3ccf724af14af93b8318fab532bbcf2d4f3bb16322c7e description: '' health_score: 100.0 @@ -14008,9 +14697,9 @@ https://aws.amazon.com/blogs/mt/automate-preapproved-operations-with-aws-service v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/mt/automated-scaling-of-applications-running-on-eks-using-custom-metric-collected-by-amazon-prometheus-using-prometheus-adapter -: ai_summary: Details how to use the Prometheus Adapter to automatically scale workloads +: addition_method: manual + ai_summary: Details how to use the Prometheus Adapter to automatically scale workloads based on metrics stored in Amazon Managed Prometheus. Outlines mapping Prometheus PromQL queries into custom Kubernetes metrics for the Horizontal Pod Autoscaler (HPA). @@ -14040,8 +14729,8 @@ https://aws.amazon.com/blogs/mt/automate-preapproved-operations-with-aws-service v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/extending-and-exploring-alarm-history-in-amazon-cloudwatch-part-2: + addition_method: manual content_hash: f00073509993c1e2324497457ea40689e973d593c6ba3f46e4daeab45afbddda description: '' health_score: 100.0 @@ -14057,8 +14746,8 @@ https://aws.amazon.com/blogs/mt/extending-and-exploring-alarm-history-in-amazon- v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/how-bt-uses-amazon-cloudwatch-to-monitor-millions-of-devices: + addition_method: manual content_hash: b59c52ebdb937c666813d6d56c8ffb8e42c9c4a54bf67c9ad5cd302d08a45d69 description: '' health_score: 100.0 @@ -14074,8 +14763,8 @@ https://aws.amazon.com/blogs/mt/how-bt-uses-amazon-cloudwatch-to-monitor-million v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/how-to-use-aws-config-and-cloudtrail-to-find-who-made-changes-to-a-resource: + addition_method: manual content_hash: b45b8cbfe8c8c474ed595a99fb4c9caaafe6668f508384b1e4494fc675a54330 description: '' health_score: 100.0 @@ -14091,8 +14780,8 @@ https://aws.amazon.com/blogs/mt/how-to-use-aws-config-and-cloudtrail-to-find-who v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/migrate-aws-landing-zone-solution-to-aws-control-tower: + addition_method: manual content_hash: 61bc313f2c12319a1dbb4cc20bb085f022c7e6239ce5109c36e0cc75cd280ce6 description: '' health_score: 100.0 @@ -14108,8 +14797,8 @@ https://aws.amazon.com/blogs/mt/migrate-aws-landing-zone-solution-to-aws-control v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/multi-account-aws-trusted-advisor-summaries-now-available-aws-systems-manager-explorer: + addition_method: manual content_hash: ed82966b09b4de2b38dc8548af2ef70f6c034a80410be07d75824f823bc95aab description: '' health_score: 100.0 @@ -14126,8 +14815,8 @@ https://aws.amazon.com/blogs/mt/multi-account-aws-trusted-advisor-summaries-now- v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/share-your-amazon-cloudwatch-dashboards-with-anyone-using-aws-single-sign-on: + addition_method: manual content_hash: d0fa558f8d4137dc934e87a69dca4cf7d560de4ba00ffeb85d43fc5dcb142a8a description: '' health_score: 100.0 @@ -14144,8 +14833,8 @@ https://aws.amazon.com/blogs/mt/share-your-amazon-cloudwatch-dashboards-with-any v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/simplifying-permissions-management-at-scale-using-tags-in-aws-organizations: + addition_method: manual content_hash: 7a2dd2f749775717d445f84c3e75ea4d10b02c3634c6d6ab1328b81dd94df0fa description: '' health_score: 100.0 @@ -14161,8 +14850,8 @@ https://aws.amazon.com/blogs/mt/simplifying-permissions-management-at-scale-usin v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/mt/standardize-compliance-in-aws-using-devops-and-a-cloud-center-of-excellence-ccoe-approach: + addition_method: manual content_hash: 9270bdb82ed4c5123694ccc034f4dd9bc7cf6d0a59af924d732bc06b64296f9a description: '' health_score: 100.0 @@ -14179,9 +14868,9 @@ https://aws.amazon.com/blogs/mt/standardize-compliance-in-aws-using-devops-and-a v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/mt/visualize-and-gain-insights-into-your-aws-cost-and-usage-with-cloud-intelligence-dashboards-using-amazon-quicksight -: content_hash: dbcb634c0072d6d61c07855f854799ce9b31d0f4f2b6d8e2bb077b9f7dd56eb0 +: addition_method: manual + content_hash: dbcb634c0072d6d61c07855f854799ce9b31d0f4f2b6d8e2bb077b9f7dd56eb0 description: '' health_score: 100.0 last_checked: 1779030951.759867 @@ -14197,8 +14886,8 @@ https://aws.amazon.com/blogs/mt/standardize-compliance-in-aws-using-devops-and-a v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/networking-and-content-delivery/centralize-access-using-vpc-interface-endpoints: + addition_method: manual content_hash: 25ea4a3fdc70f4b6bb4ecd416fd772a191d8846b71d6f6ca8cb794fc5623c75c description: '' health_score: 100.0 @@ -14215,9 +14904,9 @@ https://aws.amazon.com/blogs/networking-and-content-delivery/centralize-access-u v2_locations: - aws-networking.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/networking-and-content-delivery/creating-active-passive-bgp-connections-over-aws-direct-connect -: content_hash: b5746cd7b1f8e95d7f39ed8a8654e8be456d95ec8fd6842102c6281667662386 +: addition_method: manual + content_hash: b5746cd7b1f8e95d7f39ed8a8654e8be456d95ec8fd6842102c6281667662386 description: '' health_score: 100.0 last_checked: 1779029459.236177 @@ -14233,8 +14922,8 @@ https://aws.amazon.com/blogs/networking-and-content-delivery/centralize-access-u v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/networking-and-content-delivery/creating-disaster-recovery-mechanisms-using-amazon-route-53: + addition_method: manual content_hash: f656e275ba74284f2ee0de36b0357e25d9f281fef343068e4bf9f17ce476e6cb description: '' health_score: 100.0 @@ -14250,9 +14939,9 @@ https://aws.amazon.com/blogs/networking-and-content-delivery/creating-disaster-r v2_locations: - aws-backup.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/networking-and-content-delivery/resolve-dns-names-of-network-load-balancer-nodes-to-limit-cross-zone-traffic -: content_hash: 1b521affdbf241c6ce319822c72ede5a3020e70382685532f7d981cd0ba81ecc +: addition_method: manual + content_hash: 1b521affdbf241c6ce319822c72ede5a3020e70382685532f7d981cd0ba81ecc description: '' health_score: 100.0 last_checked: 1779032462.113467 @@ -14267,8 +14956,8 @@ https://aws.amazon.com/blogs/networking-and-content-delivery/creating-disaster-r v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/accelerate-infrastructure-as-code-development-with-open-source-former2: + addition_method: manual content_hash: 3f61724e7d9445524dc4e835669b32105be69b64d3f8d5ea6d402ad9743b25fa description: '' health_score: 100.0 @@ -14284,8 +14973,8 @@ https://aws.amazon.com/blogs/opensource/accelerate-infrastructure-as-code-develo v2_locations: - aws-iac.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/building-a-prometheus-remote-write-exporter-for-the-opentelemetry-go-sdk: + addition_method: manual content_hash: b842b1d5a8992fc9d1ac53bcd52c4a337ea769e6f3db0e826ceb9ae7f5ca5d64 description: '' health_score: 100.0 @@ -14302,8 +14991,8 @@ https://aws.amazon.com/blogs/opensource/building-a-prometheus-remote-write-expor v2_locations: - prometheus.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/declarative-provisioning-of-aws-resources-with-spinnaker-and-crossplane: + addition_method: manual content_hash: 314aa3bd43040ae7348e56a9783a8edfb88a38d7318ee6e64c8a218f5f82e5da description: '' health_score: 100.0 @@ -14320,8 +15009,8 @@ https://aws.amazon.com/blogs/opensource/declarative-provisioning-of-aws-resource v2_locations: - demos.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/git-push-deploy-app-eks-gitkube: + addition_method: manual content_hash: cb39d8a8836e00b55c18ef430de1e146a4c1bd43fe072dbe1202c244405492b3 description: '' health_score: 100.0 @@ -14337,8 +15026,8 @@ https://aws.amazon.com/blogs/opensource/git-push-deploy-app-eks-gitkube: v2_locations: - demos.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/introducing-opensearch: + addition_method: manual content_hash: 48f05f6755cd8352ae31c568a79a34a699d909992988e8e91a1b9bdbc948965e description: '' health_score: 100.0 @@ -14354,8 +15043,8 @@ https://aws.amazon.com/blogs/opensource/introducing-opensearch: v2_locations: - monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/keeping-clients-of-opensearch-and-elasticsearch-compatible-with-open-source: + addition_method: manual content_hash: 7e3a5aa8f4f5a7683b55eca3b0987ec8b88408ba0eb483fa757ce28f030df17a description: '' health_score: 100.0 @@ -14372,8 +15061,8 @@ https://aws.amazon.com/blogs/opensource/keeping-clients-of-opensearch-and-elasti v2_locations: - monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/kubernetes-ingress-aws-alb-ingress-controller: + addition_method: manual ai_summary: Architectural post exploring the initial implementations of the AWS ALB Ingress Controller. Serves as highly valuable structural history, although this project has since evolved into the modern AWS Load Balancer Controller. @@ -14401,8 +15090,8 @@ https://aws.amazon.com/blogs/opensource/kubernetes-ingress-aws-alb-ingress-contr v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/managing-secrets-deployment-in-kubernetes-using-sealed-secrets: + addition_method: manual ai_summary: AWS native deployment guide showing how to deploy Bitnami Sealed Secrets controller on Amazon EKS. Validates how keys are managed safely by the on-cluster operator. @@ -14430,8 +15119,8 @@ https://aws.amazon.com/blogs/opensource/managing-secrets-deployment-in-kubernete v2_locations: - devsecops.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/openshift-4-on-aws-quick-start: + addition_method: manual content_hash: 3b7fb86efd20921dcede8c5b2f27b68d587d7d6f3ed2dd898ed7360439962e04 description: '' health_score: 100.0 @@ -14449,8 +15138,8 @@ https://aws.amazon.com/blogs/opensource/openshift-4-on-aws-quick-start: - ocp4.md - openshift.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/querying-aws-at-scale-across-apis-regions-and-accounts: + addition_method: manual ai_summary: An AWS blog post analyzing strategies and open-source tools (like Steampipe) to query and audit AWS resources at massive multi-region, multi-account scales. It breaks down API rate-limiting workarounds and security posture assessment methodologies. @@ -14479,8 +15168,8 @@ https://aws.amazon.com/blogs/opensource/querying-aws-at-scale-across-apis-region - cloud-asset-inventory.md - aws-tools-scripts.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/realize-policy-as-code-with-aws-cloud-development-kit-through-open-policy-agent: + addition_method: manual content_hash: c1e843fd6ab54435f5dff7894d111200c03f683ea6fc00e70cddf2fb56d9ec23 description: '' health_score: 100.0 @@ -14497,8 +15186,8 @@ https://aws.amazon.com/blogs/opensource/realize-policy-as-code-with-aws-cloud-de v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/stepping-up-for-a-truly-open-source-elasticsearch: + addition_method: manual content_hash: 1e6b4dacfd346839ff55807c0b0310d1c9d10e83ac243c6670d3e86238d710f7 description: '' health_score: 100.0 @@ -14514,8 +15203,8 @@ https://aws.amazon.com/blogs/opensource/stepping-up-for-a-truly-open-source-elas v2_locations: - monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/opensource/why-jenkins-still-continuously-serves-developers: + addition_method: manual content_hash: d4ccf2b61e681f8d081bafaa5612227d765667e619cfb2179bf4b306cfa2ba04 description: '' health_score: 100.0 @@ -14531,24 +15220,24 @@ https://aws.amazon.com/blogs/opensource/why-jenkins-still-continuously-serves-de v2_locations: - jenkins.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/adhere-to-iam-best-practices-in-2016: + addition_method: manual last_checked: 1779388817.83089 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/announcing-industry-best-practices-for-securing-aws-resources: + addition_method: manual last_checked: 1779388817.791733 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/announcing-new-aws-iam-identity-center-apis-to-manage-users-and-groups-at-scale: + addition_method: manual content_hash: e2963c651cae6f8c7fa6ea67d989035236d74da373c2163f35cb4dcebd2af712 description: '' health_score: 100.0 @@ -14565,16 +15254,16 @@ https://aws.amazon.com/blogs/security/announcing-new-aws-iam-identity-center-api v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/automated-reasoning-and-amazon-s2n: + addition_method: manual last_checked: 1779388817.840428 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/encrypt-global-data-client-side-with-aws-kms-multi-region-keys: + addition_method: manual content_hash: 1ebed17ad33a68d9c40c65e7e6aa05ccaa5e2ddc0f0da9149428ad81ff07fd81 description: '' health_score: 100.0 @@ -14590,8 +15279,8 @@ https://aws.amazon.com/blogs/security/encrypt-global-data-client-side-with-aws-k v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/extend-aws-iam-roles-to-workloads-outside-of-aws-with-iam-roles-anywhere: + addition_method: manual content_hash: 91c62d82dcdf4842fa3524b24bcd57408053ac5fc5d2ec36f65af71b7cddf290 description: '' health_score: 100.0 @@ -14608,8 +15297,8 @@ https://aws.amazon.com/blogs/security/extend-aws-iam-roles-to-workloads-outside- v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/how-to-automate-aws-account-creation-with-sso-user-assignment: + addition_method: manual content_hash: 38e709e91e12551af771a2f5c790386a33e9434e77580054a36d4f437181a05b description: '' health_score: 100.0 @@ -14625,9 +15314,9 @@ https://aws.amazon.com/blogs/security/how-to-automate-aws-account-creation-with- v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/security/how-to-automate-incident-response-to-security-events-with-aws-systems-manager-incident-manager -: content_hash: 4f27d5fd1a5c1ced37597faa3ef46654a251728f266728cc15665ba18e8c6621 +: addition_method: manual + content_hash: 4f27d5fd1a5c1ced37597faa3ef46654a251728f266728cc15665ba18e8c6621 description: '' health_score: 100.0 last_checked: 1779033081.518781 @@ -14643,16 +15332,16 @@ https://aws.amazon.com/blogs/security/how-to-automate-aws-account-creation-with- v2_locations: - aws.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/security/how-to-automatically-update-your-security-groups-for-amazon-cloudfront-and-aws-waf-by-using-aws-lambda -: last_checked: 1779388817.803466 +: addition_method: manual + last_checked: 1779388817.803466 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/how-to-monitor-and-query-iam-resources-at-scale-part-1: + addition_method: manual content_hash: f92e5026d7d8fefa979f56a73d95863516dea1e3e96001ef402548c885071cd7 description: '' health_score: 100.0 @@ -14668,16 +15357,16 @@ https://aws.amazon.com/blogs/security/how-to-monitor-and-query-iam-resources-at- v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/how-to-record-and-govern-your-iam-resource-configurations-using-aws-config: + addition_method: manual last_checked: 1779388817.867171 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/how-to-replicate-secrets-aws-secrets-manager-multiple-regions: + addition_method: manual content_hash: 1aef817e93830a154f16ed60f19d6d842d56fe4e37b7be35198f4050d6b52248 description: '' health_score: 100.0 @@ -14693,16 +15382,16 @@ https://aws.amazon.com/blogs/security/how-to-replicate-secrets-aws-secrets-manag v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/how-to-restrict-amazon-s3-bucket-access-to-a-specific-iam-role: + addition_method: manual last_checked: 1779388817.781567 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/how-to-use-aws-security-hub-and-amazon-opensearch-service-for-siem: + addition_method: manual content_hash: 371cd16037fcd77d5b4690d9448e5fd266f41eca7fbe85f6180f3d8f7fc1fcd0 description: '' health_score: 100.0 @@ -14718,24 +15407,24 @@ https://aws.amazon.com/blogs/security/how-to-use-aws-security-hub-and-amazon-ope v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/security/how-to-use-saml-to-automatically-direct-federated-users-to-a-specific-aws-management-console-page -: last_checked: 1779388817.838088 +: addition_method: manual + last_checked: 1779388817.838088 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/in-case-you-missed-these-aws-security-blog-posts-from-june-july-and-august: + addition_method: manual last_checked: 1779388817.773662 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/security-practices-in-aws-multi-tenant-saas-environments: + addition_method: manual content_hash: 60cbd7b807b2b779a7f850fce882badb4576c476a7bd6b0d70c14f995f7388e9 description: '' health_score: 100.0 @@ -14751,8 +15440,8 @@ https://aws.amazon.com/blogs/security/security-practices-in-aws-multi-tenant-saa v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/temporary-elevated-access-management-with-iam-identity-center: + addition_method: manual content_hash: 8693c978af76f57e495a3463dd1e6cc5735924005611ac3e1d2213ef9d230b58 description: '' health_score: 100.0 @@ -14768,24 +15457,24 @@ https://aws.amazon.com/blogs/security/temporary-elevated-access-management-with- v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/the-most-popular-aws-security-blog-posts-in-2015: + addition_method: manual last_checked: 1779388817.767565 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/the-most-viewed-aws-security-blog-posts-so-far-in-2016: + addition_method: manual last_checked: 1779388817.803819 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://aws.amazon.com/blogs/security/update-of-aws-security-reference-architecture-is-now-available: + addition_method: manual content_hash: de294a3cf7eb5849231797ee2f3ce5ab32819eab950d39f3e085de29d592b5c2 description: '' health_score: 100.0 @@ -14801,17 +15490,17 @@ https://aws.amazon.com/blogs/security/update-of-aws-security-reference-architect v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/updated-whitepaper-available-aws-best-practices-for-ddos-resiliency: + addition_method: manual last_checked: 1779388817.794679 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual ? https://aws.amazon.com/blogs/security/use-iam-access-analyzer-policy-generation-to-grant-fine-grained-permissions-for-your-aws-cloudformation-service-roles -: content_hash: 89a827cfc134cef1d17a029d6d9815be3457bad4b4139b445b7a6ed978764248 +: addition_method: manual + content_hash: 89a827cfc134cef1d17a029d6d9815be3457bad4b4139b445b7a6ed978764248 description: '' health_score: 100.0 last_checked: 1779031576.474201 @@ -14827,8 +15516,8 @@ https://aws.amazon.com/blogs/security/updated-whitepaper-available-aws-best-prac v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/security/when-and-where-to-use-iam-permissions-boundaries: + addition_method: manual content_hash: 6b5326038afe798674b499d67a19e210f93038a60732234eeb4c657bb410ca33 description: '' health_score: 100.0 @@ -14844,9 +15533,9 @@ https://aws.amazon.com/blogs/security/when-and-where-to-use-iam-permissions-boun v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://aws.amazon.com/blogs/smb/four-principles-of-cloud-financial-management-small-and-medium-business-owners-need-to-know -: content_hash: 05df4627a01fe089388c37915151144f3c2796e3132534133b9cc8591b9ec393 +: addition_method: manual + content_hash: 05df4627a01fe089388c37915151144f3c2796e3132534133b9cc8591b9ec393 description: '' health_score: 100.0 last_checked: 1779032461.354509 @@ -14862,8 +15551,8 @@ https://aws.amazon.com/blogs/security/when-and-where-to-use-iam-permissions-boun v2_locations: - finops.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/storage/a-step-by-step-guide-to-synchronize-data-between-amazon-s3-buckets: + addition_method: manual ai_summary: Official AWS blog showing patterns for cross-bucket data synchronization. Compares the use of AWS CLI Sync, S3 Batch Operations, and S3 Same-Region / Cross-Region Replication (SRR/CRR) for diverse use cases. @@ -14890,8 +15579,8 @@ https://aws.amazon.com/blogs/storage/a-step-by-step-guide-to-synchronize-data-be v2_locations: - aws-storage.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/storage/automate-and-centrally-manage-data-protection-for-amazon-s3-with-aws-backup: + addition_method: manual content_hash: 69d526ce65538e802fe430627530eabb1a5795570cda90e2a00149bb53e5d388 description: '' health_score: 100.0 @@ -14907,8 +15596,8 @@ https://aws.amazon.com/blogs/storage/automate-and-centrally-manage-data-protecti v2_locations: - aws-backup.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/storage/building-an-active-active-latency-based-application-across-multiple-regions: + addition_method: manual ai_summary: An elite architectural blueprint for active-active multi-region AWS applications. Uses S3 Cross-Region Replication (CRR), Route 53 latency-based routing, and DynamoDB Global Tables to design highly resilient services. @@ -14936,8 +15625,8 @@ https://aws.amazon.com/blogs/storage/building-an-active-active-latency-based-app v2_locations: - aws-storage.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs: + addition_method: manual ai_summary: A specialized guide showing how to build highly scalable Machine Learning pipelines using Kubeflow and Amazon EFS for shared model storage. It outlines multi-node parallel processing layouts with distributed storage configurations. @@ -14966,8 +15655,8 @@ https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-ek v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/storage/manage-amazon-s3-storage-costs-granularly-and-at-scale-using-s3-intelligent-tiering: + addition_method: manual content_hash: af55e777f6dd102fb7cc5e394eed245a3bd08094b063b668dbc466b217dfb6f5 description: '' health_score: 100.0 @@ -14983,8 +15672,8 @@ https://aws.amazon.com/blogs/storage/manage-amazon-s3-storage-costs-granularly-a v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/storage/monitor-amazon-s3-activity-using-s3-server-access-logs-and-pandas-in-python: + addition_method: manual ai_summary: Shows how to parse raw S3 access logs using Python and Pandas. Walks through identifying bad actors, evaluating storage patterns, and monitoring data transfer metrics for cost control. @@ -15011,8 +15700,8 @@ https://aws.amazon.com/blogs/storage/monitor-amazon-s3-activity-using-s3-server- v2_locations: - aws-storage.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/storage/mount-amazon-efs-file-systems-cross-account-from-amazon-eks: + addition_method: manual ai_summary: Architectural design details on connecting Amazon EFS file-shares safely across different AWS accounts into EKS containers. Addresses multi-tenant access control policies, transit encryption, and cross-account IAM delegations. @@ -15042,8 +15731,8 @@ https://aws.amazon.com/blogs/storage/mount-amazon-efs-file-systems-cross-account v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes: + addition_method: manual ai_summary: An architectural breakdown of storage options for Kubernetes on AWS, evaluating AWS EBS, Amazon EFS, and Amazon FSx. It defines best practices for stateful workloads by mapping technical requirements to the appropriate storage @@ -15071,8 +15760,8 @@ https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/cdk: + addition_method: manual content_hash: d46ce8f5c077d7ff41df1258b35675b0641a1e9673c21d2510001aaed796cc3a description: '' health_score: 100.0 @@ -15090,8 +15779,8 @@ https://aws.amazon.com/cdk: - aws-miscellaneous.md - kubernetes.md year: N/A - addition_method: manual https://aws.amazon.com/certification/certification-prep/testing: + addition_method: manual ai_summary: The official registration and scheduling center for AWS Certification Exams. Provides standard instructions for coordinating remote proctoring environments. complexity: Beginner @@ -15117,8 +15806,8 @@ https://aws.amazon.com/certification/certification-prep/testing: v2_locations: - aws-training.md year: N/A - addition_method: manual https://aws.amazon.com/cli: + addition_method: manual content_hash: 8fdae9bbac23b90d0cdc4524d1be145db3f8dd89a911f6e4e93964dcbf411904 description: '' health_score: 100.0 @@ -15134,8 +15823,8 @@ https://aws.amazon.com/cli: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://aws.amazon.com/cloud-adoption-framework: + addition_method: manual content_hash: 91cf5a1db1ab2d0b67528ecbe38fc8a3a5e00d5aa2311358212017dcd995a2c3 health_score: 100.0 last_checked: 1779130494.967017 @@ -15147,8 +15836,8 @@ https://aws.amazon.com/cloud-adoption-framework: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://aws.amazon.com/cloudcontrolapi: + addition_method: manual content_hash: e04417bc3383db8a1754bd4c1585a7610bf95dc71b2da08d4ce532bac11dc8e5 description: '' health_score: 100.0 @@ -15164,8 +15853,8 @@ https://aws.amazon.com/cloudcontrolapi: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/cloudendure-migration: + addition_method: manual content_hash: ccdb5e1bcd00e5ad0b9280760d24f3379a49018ec7469ba09622f6bd4de3fe61 description: '' health_score: 100.0 @@ -15176,15 +15865,15 @@ https://aws.amazon.com/cloudendure-migration: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/cloudformation: + addition_method: manual content_hash: 6860ed82275e041fcbe79931339f8e8c8f2a0179f7a5da72a834d4b124cc2e70 health_score: 100.0 last_checked: 1779034045.406942 v1_locations: - docs/yaml.md - addition_method: manual https://aws.amazon.com/codeguru: + addition_method: manual content_hash: e811a6adc26559771a1657eba236d26f3e4922cb5b5f7ea7d71281015666d74e description: '' health_score: 100.0 @@ -15195,8 +15884,8 @@ https://aws.amazon.com/codeguru: v1_locations: - docs/devel-sites.md year: N/A - addition_method: manual https://aws.amazon.com/codeguru/profiler: + addition_method: manual content_hash: 776a7a53b7d0b7429172dea836ee3d7fb79ef56e8975f08e8cbeeaceb6b55ab1 health_score: 100.0 last_checked: 1779130495.005925 @@ -15208,8 +15897,8 @@ https://aws.amazon.com/codeguru/profiler: - docs/devel-sites.md v2_locations: - devel-sites.md - addition_method: manual https://aws.amazon.com/codewhisperer: + addition_method: manual content_hash: 30cd6d021ff9fb492b38f274b8c66090eadf4e900bce6a00dd2a0a3b48692f73 description: '' health_score: 100.0 @@ -15221,16 +15910,16 @@ https://aws.amazon.com/codewhisperer: - docs/aws-tools-scripts.md - docs/devel-sites.md year: N/A - addition_method: manual https://aws.amazon.com/compliance/shared-responsibility-model: + addition_method: manual content_hash: a1ee072decf0f2baca82f1015afe12e9904f70a09c25c6bd9524eaf803947ed6 health_score: 100.0 last_checked: 1779031826.989036 needs_ai_refresh: true v1_locations: - docs/aws.md - addition_method: manual https://aws.amazon.com/controltower: + addition_method: manual content_hash: 3488cfca6af48b2d2b62882bd40f3a84dfc43a2ef63ac0ee5d969124c9a6602c description: '' health_score: 100.0 @@ -15248,8 +15937,8 @@ https://aws.amazon.com/controltower: - terraform.md - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/corretto: + addition_method: manual content_hash: 506b38a1bd8c4f4b7b0e4b0227c4b94a4a8918e8f5669aa1d02d96f75ef0525d description: '' health_score: 100.0 @@ -15265,8 +15954,8 @@ https://aws.amazon.com/corretto: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://aws.amazon.com/datapipeline: + addition_method: manual content_hash: b9fae1d0be9296b6fc7d2340f9ab54f90a9525d2133fa56706439edcc2b3272b description: '' health_score: 100.0 @@ -15277,8 +15966,8 @@ https://aws.amazon.com/datapipeline: v1_locations: - docs/aws-data.md year: N/A - addition_method: manual https://aws.amazon.com/de/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus: + addition_method: manual ai_summary: Operational manual on diagnosing performance bottlenecks inside Amazon EKS Control Plane API servers with Prometheus metrics. Breaks down API request latencies, error codes, and request volumes to improve overall system stability. @@ -15307,8 +15996,8 @@ https://aws.amazon.com/de/blogs/containers/troubleshooting-amazon-eks-api-server v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments: + addition_method: manual ai_summary: This German-focused AWS post provides systemic methodologies for consolidating multi-account corporate environments into highly managed landing zones. It addresses migration paths, AWS Organizations control towers, and consolidated billing architectures. @@ -15336,9 +16025,9 @@ https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments v2_locations: - aws-architecture.md year: N/A - addition_method: manual ? https://aws.amazon.com/de/blogs/networking-and-content-delivery/authorizationedge-using-cookies-protect-your-amazon-cloudfront-content-from-being-downloaded-by-unauthenticated-users -: content_hash: 68a76bbf0f094ee1476336b2139841341f9aa9df388a6cd104bd6fc543fc5bdb +: addition_method: manual + content_hash: 68a76bbf0f094ee1476336b2139841341f9aa9df388a6cd104bd6fc543fc5bdb description: '' health_score: 100.0 last_checked: 1779033092.383312 @@ -15354,8 +16043,8 @@ https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/de/blogs/storage/simplifying-amazon-ebs-volume-migration-and-modification-using-the-ebs-csi-driver: + addition_method: manual ai_summary: Explains how the out-of-tree Amazon EBS CSI Driver handles live volume modification, type conversion (e.g., gp2 to gp3), and resizing without downtime. Curator Insight highlights the declarative nature of these infrastructure changes @@ -15385,8 +16074,8 @@ https://aws.amazon.com/de/blogs/storage/simplifying-amazon-ebs-volume-migration- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.amazon.com/device-farm: + addition_method: manual content_hash: e7bbb21262ce03896e64ef22631f97442c2f1b4a42f8d4ca7ba372d27c91e54c description: '' health_score: 100.0 @@ -15403,8 +16092,8 @@ https://aws.amazon.com/device-farm: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/devops: + addition_method: manual ai_summary: 'Curator Insight: Main AWS portal summarizing continuous integration, deployment, and management tools. @@ -15437,8 +16126,8 @@ https://aws.amazon.com/devops: - devops.md - jenkins-alternatives.md year: N/A - addition_method: manual https://aws.amazon.com/devops-guru: + addition_method: manual content_hash: 280116a655de3cf3a75f1334ee3bbe7f51e83630f34c706164de136170dd341e description: '' health_score: 100.0 @@ -15449,8 +16138,8 @@ https://aws.amazon.com/devops-guru: v1_locations: - docs/aws-devops.md year: N/A - addition_method: manual https://aws.amazon.com/devops/-guru: + addition_method: manual health_score: 64.0 last_checked: 1779130494.999056 tags: @@ -15459,8 +16148,8 @@ https://aws.amazon.com/devops/-guru: - docs/aws-devops.md v2_locations: - aws-devops.md - addition_method: manual https://aws.amazon.com/dms/?audit=2019q1: + addition_method: manual ai_summary: Curator Insight offers a comprehensive methodology and step-by-step guidance for planning and executing database migrations to AWS. Live Grounding reviews key architectural patterns, conversion tools (AWS SCT), and common anti-patterns. @@ -15483,8 +16172,8 @@ https://aws.amazon.com/dms/?audit=2019q1: v2_locations: - aws-databases.md year: '2019' - addition_method: manual https://aws.amazon.com/dms/learn-more: + addition_method: manual content_hash: 7ac4db73285b65f1f821b683233f8d3e1481d806d3a0bd3f07e610f53ff05139 description: '' health_score: 100.0 @@ -15495,8 +16184,8 @@ https://aws.amazon.com/dms/learn-more: v1_locations: - docs/aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/documentation/elastic-beanstalk: + addition_method: manual content_hash: f7225eedef9d36c9175765c25483edbe9234d5c4163687a0f5e41ea399c8afab health_score: 100.0 last_checked: 1779030356.451544 @@ -15508,16 +16197,16 @@ https://aws.amazon.com/documentation/elastic-beanstalk: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://aws.amazon.com/eks: + addition_method: manual content_hash: dc4e75731432f5deb65ca3101065c75f0937fad733f57179ef7f185b7ffee548 health_score: 100.0 last_checked: 1779034155.615435 needs_ai_refresh: true v1_locations: - docs/kubernetes-on-premise.md - addition_method: manual https://aws.amazon.com/elasticloadbalancing/application-load-balancer: + addition_method: manual content_hash: b87e253fd9d846c695ef6e5b93c82a80587cc122d9c565145fb4f521dd2d29fd health_score: 100.0 last_checked: 1779130494.955218 @@ -15529,8 +16218,8 @@ https://aws.amazon.com/elasticloadbalancing/application-load-balancer: - docs/aws-networking.md v2_locations: - aws-networking.md - addition_method: manual https://aws.amazon.com/elasticloadbalancing/applicationloadbalancer: + addition_method: manual content_hash: 9afd89ec5e6ae024c833406a37b61768771d65db7f9dda728b3a1d4bba245dd1 description: '' health_score: 100.0 @@ -15541,15 +16230,15 @@ https://aws.amazon.com/elasticloadbalancing/applicationloadbalancer: v1_locations: - docs/aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/en/eks: + addition_method: manual content_hash: dc4e75731432f5deb65ca3101065c75f0937fad733f57179ef7f185b7ffee548 health_score: 100.0 last_checked: 1779029142.3663 v1_locations: - docs/matrix-table.md - addition_method: manual https://aws.amazon.com/en/iot: + addition_method: manual content_hash: 53a4ea9ed280c66544be53a0137bd389de48046349fb777aab0ec4ac4e2650cb description: '' health_score: 100.0 @@ -15560,8 +16249,8 @@ https://aws.amazon.com/en/iot: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/en/premiumsupport: + addition_method: manual content_hash: be1cf71d0326726204d76ad5aa0b2031464021b98ef70d6e5cd4dc9101896afd description: '' health_score: 100.0 @@ -15572,8 +16261,8 @@ https://aws.amazon.com/en/premiumsupport: v1_locations: - docs/aws.md year: N/A - addition_method: manual https://aws.amazon.com/en/premiumsupport/knowledge-center: + addition_method: manual content_hash: ec4e2f5075597f14863a449986ae6312a4ad332eb0b511b9da30df9b82a50582 description: '' health_score: 100.0 @@ -15584,9 +16273,9 @@ https://aws.amazon.com/en/premiumsupport/knowledge-center: v1_locations: - docs/aws.md year: N/A - addition_method: manual ? https://aws.amazon.com/es/about-aws/whats-new/2015/12/aws-cloudformation-adds-support-for-aws-waf-and-aws-directory-service-for-microsoft-active-directory -: content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 +: addition_method: manual + content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 description: '' health_score: 100.0 last_checked: 1779032159.312217 @@ -15597,8 +16286,8 @@ https://aws.amazon.com/en/premiumsupport/knowledge-center: v1_locations: - docs/aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/es/about-aws/whats-new/2016/06/docker-datacenter-on-the-aws-cloud-quick-start-reference-deployment: + addition_method: manual content_hash: 3094794de98d29737923dac22618b609f9026dc439152ac114bd6e86d6f988df description: '' health_score: 100.0 @@ -15614,8 +16303,8 @@ https://aws.amazon.com/es/about-aws/whats-new/2016/06/docker-datacenter-on-the-a v2_locations: - aws-containers.md year: N/A - addition_method: manual https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data-in-a-nosql-database-with-aws-mobile-hub: + addition_method: manual ai_summary: Curator Insight details a legacy utility tool (AWS Mobile Hub) that assisted developers in bootstrapping NoSQL data layers. Live Grounding highlights that AWS Mobile Hub has been replaced by the more powerful AWS Amplify framework. @@ -15643,9 +16332,9 @@ https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data v2_locations: - aws-databases.md year: N/A - addition_method: manual ? https://aws.amazon.com/es/about-aws/whats-new/2016/07/aws-schema-conversion-tool-now-supports-conversions-from-oracle-dw-and-teradata-to-amazon-redshift-embedded-code-conversion-and-cloud-native-code-optimization -: ai_summary: Curator Insight announces legacy enhancements to AWS SCT, focusing on +: addition_method: manual + ai_summary: Curator Insight announces legacy enhancements to AWS SCT, focusing on target conversions to Amazon Redshift. Live Grounding confirms this enabled automation for migrating complex on-premises data warehouses like Teradata and Oracle DW to modern cloud analytics warehouses. [SPANISH CONTENT] @@ -15673,8 +16362,8 @@ https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/es/about-aws/whats-new/2016/08/amazon-inspector-announces-general-availability-for-windows: + addition_method: manual content_hash: d9d8ff5c947c79e22c7235256240da183eb52a3dedceab4016b840c278a18d37 description: '' health_score: 100.0 @@ -15690,9 +16379,9 @@ https://aws.amazon.com/es/about-aws/whats-new/2016/08/amazon-inspector-announces v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://aws.amazon.com/es/about-aws/whats-new/2016/08/backup-and-archive-to-aws-storage-gateway-vtl-with-veeam-backup-and-replication-v9 -: content_hash: 9697004ff2ee76b624b13260df1ec81cfd117712b174905a38e95402924bc5eb +: addition_method: manual + content_hash: 9697004ff2ee76b624b13260df1ec81cfd117712b174905a38e95402924bc5eb description: '' health_score: 100.0 last_checked: 1779031327.386378 @@ -15708,8 +16397,8 @@ https://aws.amazon.com/es/about-aws/whats-new/2016/08/amazon-inspector-announces v2_locations: - aws-backup.md year: N/A - addition_method: manual https://aws.amazon.com/es/about-aws/whats-new/2016/10/first-aws-certification-study-guide-now-available: + addition_method: manual ai_summary: Historically notable launch announcement of the first official AWS-authored certification study guide. While structurally important, newer cloud paradigms limit its relevance for current exams. @@ -15736,8 +16425,8 @@ https://aws.amazon.com/es/about-aws/whats-new/2016/10/first-aws-certification-st v2_locations: - aws-training.md year: N/A - addition_method: manual https://aws.amazon.com/es/about-aws/whats-new/2021/08/ec2-vm-import-export-unified-extensible-firmware-interface-aws: + addition_method: manual content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 description: '' health_score: 100.0 @@ -15749,8 +16438,8 @@ https://aws.amazon.com/es/about-aws/whats-new/2021/08/ec2-vm-import-export-unifi v1_locations: - docs/aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/apn/aws-networking-for-developers: + addition_method: manual content_hash: 7020869e50cd40433969c21b740914f13c9a6c0e81ba16b208982bd9c4936d80 description: '' health_score: 100.0 @@ -15766,8 +16455,8 @@ https://aws.amazon.com/es/blogs/apn/aws-networking-for-developers: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/apn/oracle-database-encryption-options-on-amazon-rds: + addition_method: manual content_hash: 1fbed5586689e3513acaf66d0aeae47eeeb08b920291f020ad9348c65bdd5ce3 description: '' health_score: 100.0 @@ -15783,8 +16472,8 @@ https://aws.amazon.com/es/blogs/apn/oracle-database-encryption-options-on-amazon v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/architecture/connect-amazon-s3-file-gateway-using-aws-privatelink-for-amazon-s3: + addition_method: manual ai_summary: Architectural post detailing how to establish a secure, private connection from on-premises Storage Gateways to S3 via AWS PrivateLink. Prevents traffic traversal over the public internet, satisfying rigorous enterprise compliance @@ -15812,8 +16501,8 @@ https://aws.amazon.com/es/blogs/architecture/connect-amazon-s3-file-gateway-usin v2_locations: - aws-storage.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/aws-spanish/aws-network-firewall-nuevo-servicio-gestionado-de-firewall-para-vpc: + addition_method: manual content_hash: 3697cd529370eee2c343f17c8f3ae8311ef07bbc8a0e0957398e37bb8b6a46bc description: '' health_score: 100.0 @@ -15829,9 +16518,9 @@ https://aws.amazon.com/es/blogs/aws-spanish/aws-network-firewall-nuevo-servicio- v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://aws.amazon.com/es/blogs/aws-spanish/examenes-practicos-gratuitos-y-100-en-espanol-para-que-obtenga-su-certificacion -: ai_summary: AWS-published reference article detailing official practice examinations +: addition_method: manual + ai_summary: AWS-published reference article detailing official practice examinations localized in Spanish to support accessible learning globally. [SPANISH CONTENT] complexity: Beginner content_hash: b8d9ea0e5939ab9890dfe03e7c3165ca815933febbdffe501c44ab5dd7b81dd0 @@ -15857,9 +16546,9 @@ https://aws.amazon.com/es/blogs/aws-spanish/aws-network-firewall-nuevo-servicio- v2_locations: - aws-training.md year: N/A - addition_method: manual ? https://aws.amazon.com/es/blogs/aws/amazon-elasticsearch-service-is-now-amazon-opensearch-service-and-supports-opensearch-10 -: content_hash: 50e89257bccff5ad33443b08ee3e69bfa8293c698504c504d6d500db995f2130 +: addition_method: manual + content_hash: 50e89257bccff5ad33443b08ee3e69bfa8293c698504c504d6d500db995f2130 description: '' health_score: 100.0 last_checked: 1779032977.326799 @@ -15870,8 +16559,8 @@ https://aws.amazon.com/es/blogs/aws-spanish/aws-network-firewall-nuevo-servicio- v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/aws/amazon-rds-proxy-now-generally-available: + addition_method: manual ai_summary: Curator Insight presents Amazon RDS Proxy as a managed solution to handle high database connection concurrency. Live Grounding validates that RDS Proxy multiplexes connections, bypassing the performance degradation caused by high @@ -15900,8 +16589,8 @@ https://aws.amazon.com/es/blogs/aws/amazon-rds-proxy-now-generally-available: v2_locations: - aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/aws/amazon-s3-glacier-price-reduction: + addition_method: manual content_hash: de838d4e4d6256050d8712e060ec0a29730e57d09ef9418b67a61096d1f9ea9a description: '' health_score: 100.0 @@ -15917,8 +16606,8 @@ https://aws.amazon.com/es/blogs/aws/amazon-s3-glacier-price-reduction: v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/aws/aws-cloudshell-command-line-access-to-aws-resources: + addition_method: manual content_hash: bbe7dba850f0d12a10b0da3437ec5aec41f11f2a2a3a9efabd62d5881dc9b1d6 description: '' health_score: 100.0 @@ -15934,8 +16623,8 @@ https://aws.amazon.com/es/blogs/aws/aws-cloudshell-command-line-access-to-aws-re v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/aws/ec2-price-reduction-for-ec2-instance-saving-plans-and-standard-reserved-instances: + addition_method: manual content_hash: 815be8e566d6624237e65cc5cb8947cdf55f101a50ffdda374bbc85a0a03a398 description: '' health_score: 100.0 @@ -15952,8 +16641,8 @@ https://aws.amazon.com/es/blogs/aws/ec2-price-reduction-for-ec2-instance-saving- v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/aws/introducing-a-public-registry-for-aws-cloudformation: + addition_method: manual content_hash: a105f8a088c68a7a37b8e85593527512800b1e18e948edc0dcf5a6e78e0f31b3 description: '' health_score: 100.0 @@ -15969,8 +16658,8 @@ https://aws.amazon.com/es/blogs/aws/introducing-a-public-registry-for-aws-cloudf v2_locations: - aws-iac.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/aws/new-for-aws-cloudformation-quickly-retry-stack-operations-from-the-point-of-failure: + addition_method: manual content_hash: 649cf92801a6fbd4dbc9e8710e079f62687d4177b797bf9f782252aea78fda9e description: '' health_score: 100.0 @@ -15987,8 +16676,8 @@ https://aws.amazon.com/es/blogs/aws/new-for-aws-cloudformation-quickly-retry-sta v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/aws/red-hat-openshift-service-on-aws-now-generally-availably: + addition_method: manual content_hash: 391e2a2c10780e079321d06790814d067cad59825d292caaef791831ad989c9b description: '' health_score: 100.0 @@ -16004,8 +16693,8 @@ https://aws.amazon.com/es/blogs/aws/red-hat-openshift-service-on-aws-now-general v2_locations: - ocp4.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as-container-images: + addition_method: manual ai_summary: A deep optimization analysis focusing on the caching characteristics of AWS Lambda when consuming OCI container images. It details image multi-stage build best practices, base image selection, and layering strategies designed to @@ -16035,8 +16724,8 @@ https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as- v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/containers/developers-guide-to-using-amazon-efs-with-amazon-ecs-and-aws-fargate-part-1: + addition_method: manual ai_summary: This official developer guide outlines the structural mechanism used to mount Amazon Elastic File System (EFS) volumes natively within serverless containers orchestrated by AWS Fargate. It analyzes container launch dependencies, IAM authorization @@ -16065,8 +16754,8 @@ https://aws.amazon.com/es/blogs/containers/developers-guide-to-using-amazon-efs- v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/containers/introducing-cdk8s-intent-driven-apis-for-kubernetes-objects: + addition_method: manual content_hash: 784a3338cc02023deec7725049143e6541f7344bf6de43993dbbca12b49f9f7b description: '' health_score: 100.0 @@ -16082,8 +16771,8 @@ https://aws.amazon.com/es/blogs/containers/introducing-cdk8s-intent-driven-apis- v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1: + addition_method: manual content_hash: dca6bc05170d65cf15a694f2b2f5f6fe0b0310fb65e615bd3153cad2c1e932bd description: '' health_score: 100.0 @@ -16099,8 +16788,8 @@ https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kube v2_locations: - securityascode.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/containers/red-hat-openshift-service-on-aws-architecture-and-networking: + addition_method: manual content_hash: 733299490ed3560f2de2bd2028250f4de2cec81ac1f71f509e13b862fcb61312 description: '' health_score: 100.0 @@ -16116,8 +16805,8 @@ https://aws.amazon.com/es/blogs/containers/red-hat-openshift-service-on-aws-arch v2_locations: - ocp4.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/developer/migrating-to-boto3: + addition_method: manual content_hash: 34aa19801fc58f458514888ac468bd273489994853c2a815e3771f36343e8d59 description: '' health_score: 100.0 @@ -16133,8 +16822,8 @@ https://aws.amazon.com/es/blogs/developer/migrating-to-boto3: v2_locations: - python.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/devops/building-a-serverless-jenkins-environment-on-aws-fargate: + addition_method: manual content_hash: 5a27a78e1fbcd7eb0e00bdcb29f9c8493fa525096a622297fe2c05fecc639a81 description: '' health_score: 100.0 @@ -16150,8 +16839,8 @@ https://aws.amazon.com/es/blogs/devops/building-a-serverless-jenkins-environment v2_locations: - jenkins.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/enterprise-strategy/introducing-finops-excuse-me-devsecfinbizops: + addition_method: manual content_hash: 133bcac2500ddafa6699ddcdfb701f5db59913485613d7c42603d2d3facbc6e8 description: '' health_score: 100.0 @@ -16167,8 +16856,8 @@ https://aws.amazon.com/es/blogs/enterprise-strategy/introducing-finops-excuse-me v2_locations: - finops.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/infrastructure-and-automation/use-git-pre-commit-hooks-avoid-aws-cloudformation-errors: + addition_method: manual content_hash: 4f8cba0fcc97d21ee1fa302db0431441fc481783f96ee8394d80ea671a231377 description: '' health_score: 100.0 @@ -16184,8 +16873,8 @@ https://aws.amazon.com/es/blogs/infrastructure-and-automation/use-git-pre-commit v2_locations: - aws-iac.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/mt/bring-your-own-cli-session-manager-configurable-shell-profiles: + addition_method: manual content_hash: 6058d82d1527771f040433466f04cea895209e716e69bb80bb80cba224e8f5ce description: '' health_score: 100.0 @@ -16201,9 +16890,9 @@ https://aws.amazon.com/es/blogs/mt/bring-your-own-cli-session-manager-configurab v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://aws.amazon.com/es/blogs/security/automatically-block-suspicious-traffic-with-aws-network-firewall-and-amazon-guardduty -: content_hash: 69a16988190d1ffacd04bcd94f6e5fa25ef8ee10763ac59c3e3ac51b39fc86e7 +: addition_method: manual + content_hash: 69a16988190d1ffacd04bcd94f6e5fa25ef8ee10763ac59c3e3ac51b39fc86e7 description: '' health_score: 100.0 last_checked: 1779031609.20301 @@ -16219,8 +16908,8 @@ https://aws.amazon.com/es/blogs/mt/bring-your-own-cli-session-manager-configurab v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/es/blogs/security/new-iamctl-tool-compares-multiple-iam-roles-and-policies: + addition_method: manual content_hash: 47def0a45905b42806958748eb690514591edc2a1797c50ff359f4b6c36ce213 description: '' health_score: 100.0 @@ -16236,8 +16925,8 @@ https://aws.amazon.com/es/blogs/security/new-iamctl-tool-compares-multiple-iam-r v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments: + addition_method: manual ai_summary: 'Curator Insight: Internal engineering insights from Amazon''s sophisticated deployment engines (Pipelines/Apollo). Live Grounding: Explores fractional rollouts, automated rollback alarms, and regional blast-radius mitigation. Serves as an @@ -16267,8 +16956,8 @@ https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments v2_locations: - cicd.md year: N/A - addition_method: manual https://aws.amazon.com/es/codepipeline/product-integrations: + addition_method: manual ai_summary: 'Curator Insight: Directory of verified third-party partner integrations for AWS CodePipeline. @@ -16298,8 +16987,8 @@ https://aws.amazon.com/es/codepipeline/product-integrations: v2_locations: - aws-devops.md year: N/A - addition_method: manual https://aws.amazon.com/es/documentation/ecr: + addition_method: manual content_hash: 7474a80b5b821122d1b93f0869653157914c795786b892629bbb7a198360c172 health_score: 100.0 last_checked: 1779031541.501681 @@ -16310,8 +16999,8 @@ https://aws.amazon.com/es/documentation/ecr: - docs/aws-containers.md v2_locations: - aws-containers.md - addition_method: manual https://aws.amazon.com/es/eks/pricing: + addition_method: manual content_hash: bd8f6f62d08710a8a8b64e397948e76ec639c2b2f386c3eda18bd05d01acc1d1 description: '' health_score: 100.0 @@ -16327,8 +17016,8 @@ https://aws.amazon.com/es/eks/pricing: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://aws.amazon.com/es/local/spain: + addition_method: manual ai_summary: Official landing portal for Amazon Web Services in Spain, serving as the central reference for localized regulations, sovereign cloud options, and low-latency regional services. @@ -16355,8 +17044,8 @@ https://aws.amazon.com/es/local/spain: v2_locations: - aws-spain.md year: N/A - addition_method: manual https://aws.amazon.com/es/premiumsupport/knowledge-center/troubleshoot-service-quotas-cli-commands: + addition_method: manual content_hash: f521091844b95e4b498fcddac441a8a8acc3301cd1a71087193764f3e2cfbbea description: '' health_score: 100.0 @@ -16368,8 +17057,8 @@ https://aws.amazon.com/es/premiumsupport/knowledge-center/troubleshoot-service-q v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/es/training/ramp-up-guides: + addition_method: manual content_hash: 08c9e28d5bdf2e68d3dd77b5c5264a2b489cd8c63862d95a915dac73bfce2229 description: '' health_score: 100.0 @@ -16385,8 +17074,8 @@ https://aws.amazon.com/es/training/ramp-up-guides: v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/es/vmware: + addition_method: manual content_hash: fe196bc30a40477ca09b268663888f764155599f34e719835799ffa3366318b9 description: '' health_score: 100.0 @@ -16402,8 +17091,8 @@ https://aws.amazon.com/es/vmware: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/events: + addition_method: manual ai_summary: A real-time directory listing official AWS events, workshops, and webinars. Ideal for continuous training and tracking emerging AWS service updates. complexity: Beginner @@ -16424,8 +17113,47 @@ https://aws.amazon.com/events: v2_locations: - aws-spain.md year: '2026' - addition_method: manual +? https://aws.amazon.com/events/reinvent/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=GSMT%20Only&linkId=950284531 +: addition_method: automatic + ai_summary: 'The primary information repository and registration hub for AWS''s + flagship learning event. + + - **Architectural Value**: Serves as the ground truth for major cloud infrastructure, + compute, and serverless product launches. + + - **Key Features**: Comprehensive catalog of technical bootcamps, architectural + breakout sessions, and keynotes. + + - **Technical Significance**: Essential for enterprise cloud architects seeking + to keep abreast of managed service innovations and optimization patterns.' + category: aws-architecture + complexity: intermediate + content_hash: 0c494498880ce071e39678c8245dd4a17251c0eb519814b91a070326a8b68a03 + description: The primary learning and announcements portal for Amazon Web Services + re:Invent conference. + hierarchy: + - AWS Ecosystem + - Cloud Conferences + - re:Invent Events + is_microservice: false + language: en + last_checked: 1780352544.370534 + reputation_status: Vetted + reputation_summary: The premier annual AWS learning conference where global cloud + announcements, deep-dive sessions, and technical architecture workshops are launched. + resource_type: event + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: AWS re:Invent Event Portal + year: '2026' https://aws.amazon.com/getting-started/hands-on: + addition_method: manual content_hash: e169e28e3c1fe0da727dd43e11980a3b29a9a5df232553b62ccf5f4efa0d6786 health_score: 100.0 last_checked: 1779130495.01498 @@ -16437,8 +17165,8 @@ https://aws.amazon.com/getting-started/hands-on: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://aws.amazon.com/getting-started/hands-on/cost-optimize-jenkins: + addition_method: manual content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1 description: '' health_score: 100.0 @@ -16450,8 +17178,8 @@ https://aws.amazon.com/getting-started/hands-on/cost-optimize-jenkins: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://aws.amazon.com/getting-started/projects/deploy-kubernetes-app-amazon-eks: + addition_method: manual content_hash: 4bf709362f4aef747e0ac49d07c4a607138d91ddbb4ad1c14787ac358c81f0c4 description: '' health_score: 100.0 @@ -16462,8 +17190,8 @@ https://aws.amazon.com/getting-started/projects/deploy-kubernetes-app-amazon-eks v1_locations: - docs/demos.md year: N/A - addition_method: manual https://aws.amazon.com/getting-started/tutorials: + addition_method: manual content_hash: 90389b12e5080aef584936b7e2fa36ffd67cd6638101365e0cd0efe64f163cc4 description: '' health_score: 100.0 @@ -16474,8 +17202,8 @@ https://aws.amazon.com/getting-started/tutorials: v1_locations: - docs/aws.md year: N/A - addition_method: manual https://aws.amazon.com/getting-started/tutorials/create-mysql-db: + addition_method: manual content_hash: 721b62b045492c126d7de94e7f61fd1db854bd23c7767798fbcb580df8c76531 description: '' health_score: 100.0 @@ -16486,8 +17214,8 @@ https://aws.amazon.com/getting-started/tutorials/create-mysql-db: v1_locations: - docs/aws-databases.md year: N/A - addition_method: manual https://aws.amazon.com/glue: + addition_method: manual content_hash: e6b503bc0f7b3ab29fb2a6eef18e6354190f70b241ec0633dec3a3627423c29e health_score: 100.0 last_checked: 1779130494.976084 @@ -16499,8 +17227,8 @@ https://aws.amazon.com/glue: - docs/aws-data.md v2_locations: - aws-data.md - addition_method: manual https://aws.amazon.com/grafana: + addition_method: manual content_hash: 368c838fe830a46ce2181c5ef9c8c92936c289d8137ef269f263839da9b95f2a description: '' health_score: 100.0 @@ -16516,8 +17244,8 @@ https://aws.amazon.com/grafana: v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://aws.amazon.com/iot: + addition_method: manual content_hash: 0ba052881f07a7b15ed0b8795573cc806744fabd125fbe542228aea8edbfea87 health_score: 100.0 last_checked: 1779130494.934124 @@ -16529,8 +17257,46 @@ https://aws.amazon.com/iot: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual +? https://aws.amazon.com/isv/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=2b5d5ac0-d7ce-421b-87ac-beedc1d30a35&linkId=953889966 +: addition_method: automatic + ai_summary: '### Curator Insight + + This AWS portal serves as the primary gateway for Independent Software Vendors + (ISVs) looking to architect, deploy, and scale SaaS products on AWS. It provides + blueprints for integrating multi-tenant databases, achieving the ''Rule of 40'' + through cloud growth, and aligning with the AWS Global Passport program for global + expansion. Software architects and product leaders can leverage this hub for proven + business and technical growth frameworks.' + category: aws-architecture + complexity: Intermediate + content_hash: 5a4a19c413e621ee4426eb9e8e9b68f9267b94964c81001d3c4aba87077d3615 + description: The primary landing page for Independent Software Vendors (ISVs) looking + to scale, optimize, and market multi-tenant SaaS products utilizing the AWS partner + network. + hierarchy: + - Amazon Web Services + - SaaS Architecture + - ISV Scaling + impact_score: 80 + is_microservice: false + language: English + last_checked: 1780401702.548994 + reputation_status: Vetted + reputation_summary: Official AWS portal. Holds direct corporate backing and is verified + as the central authoritative resource for scaling SaaS and software businesses + on AWS infrastructure. + resource_type: Documentation Portal + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + title: AWS Software and Technology Business Scaling Solutions + year: '2025' https://aws.amazon.com/lightsail: + addition_method: manual content_hash: 1c974898368a2ca181edb8761b42477df4c15e6eb74fec886fec317c8e6da68f description: '' health_score: 100.0 @@ -16546,8 +17312,8 @@ https://aws.amazon.com/lightsail: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/marketplace: + addition_method: manual content_hash: 5fef63d962aacea02598faf7bb9d03728428a72878ce93fff36b25a821c8c795 description: '' health_score: 100.0 @@ -16563,8 +17329,8 @@ https://aws.amazon.com/marketplace: v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/marketplace/search/results?searchTerms=tower: + addition_method: manual content_hash: 817269d505948c4d426588f964c636e1257b7b5df9bb1651f47515d6569ad451 description: '' health_score: 100.0 @@ -16580,8 +17346,82 @@ https://aws.amazon.com/marketplace/search/results?searchTerms=tower: v2_locations: - ansible.md year: N/A - addition_method: manual +? https://aws.amazon.com/migration-and-modernization/partners/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=4dd53e6b-f293-407d-aa10-583d5e116d36&sc_content=Video&trk=4dd53e6b-f293-407d-aa10-583d5e116d36&linkId=951237536 +: addition_method: automatic + ai_summary: 'An official AWS directory cataloging specialized partner integrations + and automation solutions designed for deep enterprise migrations. + + * Supports complex migrations for legacy architectures, VMware setups, and SAP + systems, incorporating automated, AI-driven refactoring mechanisms. + + * Integrates proven tooling from system integrators (including Capgemini, Accenture, + and Infosys) to achieve up to 90% faster workload mobilization.' + category: aws-architecture + complexity: intermediate + content_hash: 0ce564c28a7581531b64a90c23cccb1ddf0ff5cef8093c661f0b98fcd53725ac + description: Official portal showcasing AWS Partner specialized solutions for migrating + and modernizing VMware, SAP, and legacy enterprise workloads. + hierarchy: + - Public Cloud Solutions + - Amazon Web Services + - Cloud Migration + - Infrastructure Modernization + is_microservice: false + language: en + last_checked: 1780352686.74471 + reputation_status: Vetted + reputation_summary: The portal represents the official, highly scrutinized ecosystem + database of certified cloud migration solutions on AWS, with zero negative community + consensus. + resource_type: website + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: cloud-migration + tags: + - GUIDE + - ENTERPRISE-STABLE + title: AWS Migration and Modernization partners + year: '2026' +? https://aws.amazon.com/migration-and-modernization/podcast/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=d441cd74-3302-403f-826c-e93c7355e15a&trk=d441cd74-3302-403f-826c-e93c7355e15a&linkId=943129312 +: addition_method: automatic + ai_summary: An official podcast series from Amazon Web Services dedicated to cloud-native + application transformation, migration patterns, and organizational leadership. + Featuring insights from AWS Executives-in-Residence, cloud architects, and financial + analysts, it unpacks practical frameworks like the '7 Rs' of migration, security + modernization (in collaboration with the Office of the CISO), and decoupled migration + vs. modernization approaches. The discussions serve as an invaluable handbook + for enterprise cloud leaders driving massive, risk-conscious cloud adoption. + category: aws-architecture + complexity: Advanced + content_hash: cad13ebc9ccc2a2f4959b77c95f73fb5ceaf96add87d113aaf1a032b059dbfe3 + description: Strategic and architectural discussions mapping out enterprise cloud + modernization and transformation routes. + hierarchy: + - Cloud Architecture + - AWS + - Cloud Migration + - Modernization Strategy + is_microservice: false + language: en + last_checked: 1780352148.493975 + reputation_status: Vetted + reputation_summary: Vetted official channel from AWS featuring verified executive + strategies. + resource_type: Podcast + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: podcasts + tags: + - ENTERPRISE-STABLE + - GUIDE + title: AWS Migration and Modernization Podcast + year: '2026' https://aws.amazon.com/new: + addition_method: manual content_hash: 8ef59e9e82b6b0aff0f6b09a107f68758afb256ba6567817f6725f47252179de description: '' health_score: 100.0 @@ -16597,8 +17437,8 @@ https://aws.amazon.com/new: v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/opsworks: + addition_method: manual content_hash: 658abd4c003c0f5d6404a802de04904212bbe908c4a3bb8b6e223f85dd58aae1 description: '' health_score: 100.0 @@ -16609,8 +17449,8 @@ https://aws.amazon.com/opsworks: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/partners: + addition_method: manual content_hash: c1a28b9272ac7e5aa94f96eb6cfa55f1725c8337cd553ea44a550b912adb8bfe description: '' health_score: 100.0 @@ -16626,8 +17466,8 @@ https://aws.amazon.com/partners: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/partners/consulting: + addition_method: manual content_hash: a59298b1ea21ea06d976f681238730cc4f66f913f58e69ae9c65c7a291e83324 description: '' health_score: 100.0 @@ -16637,15 +17477,15 @@ https://aws.amazon.com/partners/consulting: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/partners/paths: + addition_method: manual content_hash: d3c6564eb8b9a475e546628c89f8a8f44fa7ab6e1a83a5331af80af915e72ad3 health_score: 84.0 last_checked: 1779130494.974513 v1_locations: - docs/aws-miscellaneous.md - addition_method: manual https://aws.amazon.com/partners/technology: + addition_method: manual content_hash: a59298b1ea21ea06d976f681238730cc4f66f913f58e69ae9c65c7a291e83324 description: '' health_score: 100.0 @@ -16655,8 +17495,8 @@ https://aws.amazon.com/partners/technology: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/podcasts/aws-podcast: + addition_method: manual content_hash: 4af0ab4a3a787a8212685a1a7e6868084bd444d5034c4184b901b12a8d5abdb6 description: '' health_score: 100.0 @@ -16672,8 +17512,8 @@ https://aws.amazon.com/podcasts/aws-podcast: v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/podcasts/aws-techchat: + addition_method: manual content_hash: d7c7427cb59696e9ccc4ba09a1cce4f064cabbe61ce88f8cc4703056815dd56a description: '' health_score: 100.0 @@ -16689,8 +17529,8 @@ https://aws.amazon.com/podcasts/aws-techchat: v2_locations: - aws.md year: N/A - addition_method: manual https://aws.amazon.com/premiumsupport: + addition_method: manual content_hash: 84b7c772cba7dccafa8c32e4f9332d582b4c56813d8fe47b0a59ed724cd379fd health_score: 100.0 last_checked: 1779130494.950319 @@ -16702,8 +17542,8 @@ https://aws.amazon.com/premiumsupport: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://aws.amazon.com/premiumsupport/knowledge-center: + addition_method: manual content_hash: 030b85eeffc0201b8a7b7a193b2a4beddb0d7ec98cfb7bf7c29b6a14a26af5b4 health_score: 84.0 last_checked: 1779130494.942548 @@ -16713,8 +17553,8 @@ https://aws.amazon.com/premiumsupport/knowledge-center: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://aws.amazon.com/premiumsupport/knowledge-center/create-and-activate-aws-account: + addition_method: manual content_hash: 6fba5cdd4be385dcb39fae7f9da4ee824c92b8282737fa09b6cb0c2e7dc25639 description: '' health_score: 100.0 @@ -16725,8 +17565,8 @@ https://aws.amazon.com/premiumsupport/knowledge-center/create-and-activate-aws-a v1_locations: - docs/aws.md year: N/A - addition_method: manual https://aws.amazon.com/premiumsupport/knowledge-center/start-stop-lambda-cloudwatch: + addition_method: manual ai_summary: This step-by-step video guide demonstrates how to orchestrate automated EC2 state transitions utilizing AWS Lambda and Amazon EventBridge rules. The architectural walkthrough presents a cost-optimization blueprint for non-production environments @@ -16755,8 +17595,8 @@ https://aws.amazon.com/premiumsupport/knowledge-center/start-stop-lambda-cloudwa v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/premiumsupport/knowledge-center/transfer-domain-to-aws: + addition_method: manual content_hash: ec4e2f5075597f14863a449986ae6312a4ad332eb0b511b9da30df9b82a50582 description: '' health_score: 100.0 @@ -16767,8 +17607,8 @@ https://aws.amazon.com/premiumsupport/knowledge-center/transfer-domain-to-aws: v1_locations: - docs/aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/products: + addition_method: manual content_hash: 1b33db45ca8bcf45e0b88a8d4d34385863153a072d81b3ee854ccc395a651c42 description: '' health_score: 100.0 @@ -16785,8 +17625,8 @@ https://aws.amazon.com/products: - aws.md - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/products/networking/network-operations: + addition_method: manual content_hash: 1b33db45ca8bcf45e0b88a8d4d34385863153a072d81b3ee854ccc395a651c42 description: '' health_score: 100.0 @@ -16801,8 +17641,8 @@ https://aws.amazon.com/products/networking/network-operations: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://aws.amazon.com/professional-services/CAF: + addition_method: manual content_hash: 255ed32b78d5150de10ccb3deb82b9de9c59ecf8642efaffa9ce78047c7f1862 description: '' health_score: 100.0 @@ -16812,8 +17652,8 @@ https://aws.amazon.com/professional-services/CAF: v1_locations: - docs/aws.md year: N/A - addition_method: manual https://aws.amazon.com/prometheus: + addition_method: manual content_hash: b545453269d4c21ad9451a811bc8c41ee5c732410f72cfcbcb1d86c97a72c6d2 description: '' health_score: 100.0 @@ -16831,8 +17671,8 @@ https://aws.amazon.com/prometheus: - aws-monitoring.md - prometheus.md year: N/A - addition_method: manual https://aws.amazon.com/pt/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account: + addition_method: manual ai_summary: This Portuguese AWS post investigates architectural options for consuming APIs privately across isolated AWS accounts. It evaluates AWS PrivateLink, API Gateway, and VPC peering patterns. Grounding highlights how modern zero-trust @@ -16860,8 +17700,8 @@ https://aws.amazon.com/pt/blogs/compute/architecture-patterns-for-consuming-priv v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/q/developer: + addition_method: manual content_hash: 266a610638e752bc5c15da61d21644ca7033b2d952cf53411014b84aa0349f09 health_score: 100.0 last_checked: 1779130495.01014 @@ -16875,8 +17715,126 @@ https://aws.amazon.com/q/developer: v2_locations: - aws-tools-scripts.md - devel-sites.md - addition_method: manual +? https://aws.amazon.com/quick/?trk=11d49785-b668-4178-b82a-cc8f673b8c09&sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=944519510 +: addition_method: automatic + ai_summary: 'Curator Insight: Amazon Quick represents AWS’s strategic play to democratize + enterprise agentic workflows and AI-driven business intelligence. Live Grounding + confirms that this tool integrates organizational data with multi-model intelligence + to deliver automated research, dashboards, and app integrations. Key features + include root and IAM identity provider support, cross-tool workspaces (Slack, + Confluence), and customizable pricing tiers tailored to strict enterprise governance + structures.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 7252d27094860a9583afc9ce759346312fec4d9e77a3a2985726ad3553650e00 + description: Amazon's official multi-tool AI assistant platform for work-based research, + BI dashboards, and enterprise automations. + hierarchy: + - Cloud Architecture + - Artificial Intelligence + - AI Assistants + is_microservice: false + language: en + last_checked: 1780352424.113285 + reputation_status: Vetted + reputation_summary: Vetted and officially supported by AWS. + resource_type: document + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + title: Amazon Quick - AI Assistant for Work + year: '2026' +? https://aws.amazon.com/quick/marketing/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=60afbf58-3393-42b1-b54f-039c6a0255b4&linkId=944507053 +: addition_method: automatic + ai_summary: 'Curator Insight: Unifying scattered customer data requires sophisticated + integration patterns that do not compromise corporate data boundaries. + + + Live Grounding: This April 2026 AWS announcement outlines how Amazon Quick''s + agentic assistant leverages Model Context Protocol (MCP) to safely access internal + databases. + + + Operational Value: + + - Builds custom personal knowledge graphs based on CRMs and marketing data. + + - Automates personalized outreach campaigns while reducing execution boilerplate. + + - Integrates with private VPC resources to secure sensitive business intelligence + dashboards.' + category: aws-architecture + complexity: intermediate + content_hash: 9853d9c1beb320ca1ac7568bde292286dcc34f246e98d9ed80f9eb524aa43b75 + description: An AI-powered assistant designed for marketing teams to unify scattered + data, automate campaign generation, personalize customer outreach, and analyze + performance metrics in real-time. + hierarchy: + - Cloud Providers + - Amazon Web Services + - Business Intelligence + - AI Agents + - Amazon Quick + is_microservice: false + language: en + last_checked: 1780352168.173349 + reputation_status: Vetted + reputation_summary: Part of the newly released AWS Amazon Quick Suite, receiving + robust enterprise adoption for secure, context-aware business assistant automation. + resource_type: article + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: aws-newfeatures + tags: + - '[ENTERPRISE-STABLE]' + title: Amazon Quick for Marketing + year: '2026' +? https://aws.amazon.com/quick/sales/?trk=7e833520-af64-47a5-bf6f-e3b5219f1693&sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=947483556 +: addition_method: automatic + ai_summary: An introduction to the business capabilities of Amazon Quick, a native + AWS desktop AI assistant designed to consolidate research, automated flows, and + enterprise CRM insights. The workspace showcases Quick Flows, allowing users to + automate task reasoning, write personalized proposals, and review statements of + work. Additionally, newly detailed Microsoft 365 extensions enable direct AI automation + within local Excel and Word primitives. This asset is essential for cloud architects + seeking to deploy, govern, and integrate native agentic AI workloads into legacy + productivity environments. + category: aws-newfeatures + complexity: Intermediate + content_hash: 80eac036d1a2f9c8d8368a69bec8d1a121e6920a9fc323510025cfed6090bd1d + description: AWS's desktop AI assistant built to streamline customer relationship + management and pipeline reporting through automation pipelines. + hierarchy: + - AWS Cloud + - Generative AI + - Agentic Workflows + - SaaS Integrations + impact_score: 84 + is_microservice: false + language: en + last_checked: 1780400585.972067 + reputation_status: Vetted + reputation_summary: An official AWS enterprise product offering that bridges AI + reasoning with enterprise business data. + resource_type: article + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: Amazon Quick for Sales + year: '2026' https://aws.amazon.com/quickstart/architecture/openshift: + addition_method: manual content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460 description: '' health_score: 100.0 @@ -16891,8 +17849,8 @@ https://aws.amazon.com/quickstart/architecture/openshift: v2_locations: - openshift.md year: N/A - addition_method: manual https://aws.amazon.com/quickstart/architecture/superwerker: + addition_method: manual content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460 description: '' health_score: 100.0 @@ -16907,8 +17865,8 @@ https://aws.amazon.com/quickstart/architecture/superwerker: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/releasenotes: + addition_method: manual content_hash: 8ef59e9e82b6b0aff0f6b09a107f68758afb256ba6567817f6725f47252179de description: '' health_score: 100.0 @@ -16919,8 +17877,8 @@ https://aws.amazon.com/releasenotes: v1_locations: - docs/aws.md year: N/A - addition_method: manual https://aws.amazon.com/ru/blogs/aws-cloud-financial-management/aws-cost-explorers-new-ui-and-common-use-cases: + addition_method: manual content_hash: ee954ee5fbfc59c94b199c40f86a6f109b1e057d87df4bf5c315f945eae32370 description: '' health_score: 100.0 @@ -16936,8 +17894,8 @@ https://aws.amazon.com/ru/blogs/aws-cloud-financial-management/aws-cost-explorer v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://aws.amazon.com/s3/faqs: + addition_method: manual ai_summary: The official AWS documentation addressing technical details of Simple Storage Service (S3). Provides absolute specifications for consistency models, replication capabilities, access control lists, and durability guarantees. @@ -16964,8 +17922,8 @@ https://aws.amazon.com/s3/faqs: v2_locations: - aws-storage.md year: N/A - addition_method: manual https://aws.amazon.com/sdk-for-java: + addition_method: manual content_hash: c4d3d1fa5802fe1db550bdbe312a06a2ca9037e74b7a45b7d82ecc10d13d494a description: '' health_score: 100.0 @@ -16981,15 +17939,15 @@ https://aws.amazon.com/sdk-for-java: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://aws.amazon.com/secrets-manager: + addition_method: manual content_hash: f7397daaae60fae857166df56ce4356575e9fb14f381c616565cd31ae5b7a7cd health_score: 100.0 last_checked: 1779033567.010257 v1_locations: - docs/devsecops.md - addition_method: manual https://aws.amazon.com/security: + addition_method: manual content_hash: 82d27e152200ed09c3d2011d5a00cc74705f68f8561fde2b6c46a49b671b6bd2 description: '' health_score: 100.0 @@ -17005,8 +17963,8 @@ https://aws.amazon.com/security: v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/solutions: + addition_method: manual ai_summary: 'Curator Insight: AWS Solutions library offering reference architectures for high-availability setups. @@ -17030,8 +17988,85 @@ https://aws.amazon.com/solutions: - aws-devops.md - openshift.md year: '2021' - addition_method: manual +? https://aws.amazon.com/solutions/case-studies/aeromexico-case-study/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=c1377653-d4d2-4ea4-ad85-f94d5d9ebf33&trk=c1377653-d4d2-4ea4-ad85-f94d5d9ebf33&linkId=950665799 +: addition_method: automatic + ai_summary: 'An architectural case study analyzing Aeroméxico''s enterprise migration + and modernization journey on AWS. + + - **Architectural Value**: Demonstrates modernization of 350+ applications from + three legacy data centers to a single-cloud layout. + + - **Key Features**: Leverages AWS Lambda serverless pipelines, Amazon RDS state + preservation, and Amazon S3. + + - **Technical Significance**: Highlights an 80% application refactoring rate, + showcasing how structural observability can accelerate legacy system retirement.' + category: aws-devops + complexity: advanced + content_hash: 2d0d5859523f556bf26b558a0f4a39ab3de09fb043a111a8f9a8079bb532ab7b + description: Detailed enterprise architecture migration and application modernization + success study on AWS. + hierarchy: + - Cloud Migration + - Enterprise Architecture + - Case Studies + - Aeroméxico Modernization + is_microservice: false + language: en + last_checked: 1780352544.370639 + reputation_status: Vetted + reputation_summary: Vetted official AWS Case Study detailing legacy system refactoring + and large-scale cloud modernization. + resource_type: case-study + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: aws-architecture + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: Aeroméxico Modernization Case Study on AWS + year: '2026' +? https://aws.amazon.com/solutions/case-studies/mercedes-benz-transform-case-study/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=e20794db-f1a8-4cef-9cce-67e29faee359&sc_content=Video&trk=e20794db-f1a8-4cef-9cce-67e29faee359&linkId=945588626 +: addition_method: automatic + ai_summary: A detailed enterprise case study highlighting Mercedes-Benz's major + cloud transformation journey on AWS. Covers the migration of their global connected + vehicle platform from containerized microservices to AWS Serverless (Lambda, SageMaker), + alongside migrating core SAP landscapes to RISE with SAP. Showcases how they streamlined + aftersales with Amazon EKS and executed high-precision automated mainframe migrations + using AI-driven COBOL-to-Java translation tools. + category: aws-architecture + complexity: Advanced + content_hash: c46b2af86e48efa0ed4315467170c4c107196d137fca4b018d8b6fd8bae537a2 + description: Mercedes-Benz is building a future-proof IT infrastructure that streamlines + processes, reduces complexity, and integrates cutting-edge AI capabilities across + its global operations, including migrating to RISE with SAP on AWS. + hierarchy: + - Cloud Architecture + - AWS + - Enterprise Migration + - Serverless Architecture + is_microservice: false + language: English + last_checked: 1780352282.814583 + reputation_status: Vetted + reputation_summary: Widely cited and recognized in the enterprise cloud sector as + a premier example of large-scale legacy migration (mainframe to Java) and serverless + vehicle connectivity. + resource_type: document + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: 'Mercedes-Benz Group: Global SAP Consolidation and AI Modernization on AWS' + year: '2024' https://aws.amazon.com/solutions/case-studies/thomas-publishing: + addition_method: manual content_hash: 02e3a8c32fc3e8b1cdd04a6d90d0682ff7e7a553baf506efa92ac768a974de16 description: '' health_score: 100.0 @@ -17047,8 +18082,8 @@ https://aws.amazon.com/solutions/case-studies/thomas-publishing: v1_locations: - docs/aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/solutions/case-studies/trainline: + addition_method: manual content_hash: 02e3a8c32fc3e8b1cdd04a6d90d0682ff7e7a553baf506efa92ac768a974de16 description: '' health_score: 100.0 @@ -17063,8 +18098,8 @@ https://aws.amazon.com/solutions/case-studies/trainline: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://aws.amazon.com/solutions/implementations/aws-perspective: + addition_method: manual content_hash: 6efbca70fd0fd5ec9ce0112f11ae2e73236d57a18546a23bd8e7343105de3b30 description: '' health_score: 100.0 @@ -17075,8 +18110,8 @@ https://aws.amazon.com/solutions/implementations/aws-perspective: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://aws.amazon.com/solutions/implementations/distributed-load-testing-on-aws: + addition_method: manual content_hash: 3893151e67c9637518485c2942f7d7faa5970a6d2aa67efd3341a5526b3786be description: '' health_score: 100.0 @@ -17092,8 +18127,8 @@ https://aws.amazon.com/solutions/implementations/distributed-load-testing-on-aws v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://aws.amazon.com/solutions/implementations/workload-discovery-on-aws: + addition_method: manual content_hash: be33a2b6a7588b757179e312a5d6db2189ddc613e17e61c1fff0c020675a9e8e health_score: 64.0 last_checked: 1779130495.022726 @@ -17105,8 +18140,8 @@ https://aws.amazon.com/solutions/implementations/workload-discovery-on-aws: status: review_required v1_locations: - docs/cloud-arch-diagrams.md - addition_method: manual https://aws.amazon.com/solutions/multi-region-infrastructure-deployment: + addition_method: manual content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460 description: '' health_score: 100.0 @@ -17117,8 +18152,45 @@ https://aws.amazon.com/solutions/multi-region-infrastructure-deployment: v1_locations: - docs/aws-devops.md year: N/A - addition_method: manual +? https://aws.amazon.com/sports/f1/?sc_channel=sm&sc_campaign=Sports-Marketing&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=GSMT%20Only&linkId=941924374 +: addition_method: automatic + ai_summary: An in-depth corporate case study showcasing Formula 1's migration and + real-time processing of massive racing telemetry (1.1 million data points per + second) on AWS. Utilizing high-performance computing (HPC) for Computational Fluid + Dynamics (CFD) and Amazon SageMaker for predictive machine learning models, the + system delivers real-time race insights, tire wear metrics, and overtaking strategies + to global broadcasts. It serves as a prime demonstration of massive-scale real-time + IoT ingestion and data analytics architecture. + category: aws-architecture + complexity: Advanced + content_hash: 456539b4d1550dc61741c3f8bae29522936af08464a85c1e143ec11740b3db57 + description: Real-time edge telemetry and predictive race analytics framework running + on AWS. + hierarchy: + - Cloud Architecture + - AWS + - Machine Learning + - IoT Telemetry + - High-Performance Computing + is_microservice: false + language: en + last_checked: 1780352148.493986 + reputation_status: Vetted + reputation_summary: High-profile case study of machine learning and HPC applications + in telemetry-intensive environments. + resource_type: Case Study + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: case-studies + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: F1 Insights Powered by AWS + year: '2026' https://aws.amazon.com/sqs/faqs: + addition_method: manual content_hash: 5466efcd5fa3206990c8cb9463c388b4053cf34c73b63204891f830d394149ef description: '' health_score: 100.0 @@ -17134,8 +18206,8 @@ https://aws.amazon.com/sqs/faqs: v2_locations: - aws-messaging.md year: N/A - addition_method: manual https://aws.amazon.com/startups: + addition_method: manual content_hash: 2d85222f31d18d20895d661f3222033e4383b5c6147806856a3a890b92df04a8 health_score: 100.0 last_checked: 1779130494.963326 @@ -17147,8 +18219,8 @@ https://aws.amazon.com/startups: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://aws.amazon.com/step-functions: + addition_method: manual ai_summary: The authoritative reference for AWS Step Functions, a visual state machine orchestrator that coordinates distributed applications and microservices processes. It covers error-handling primitives, parallel execution, and direct SDK integration @@ -17177,8 +18249,8 @@ https://aws.amazon.com/step-functions: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://aws.amazon.com/streaming-data: + addition_method: manual content_hash: ab60a5e9ace0dfed427548c879dc1e467c7af5605e857e0e9de86a3782bb6bc4 description: '' health_score: 100.0 @@ -17189,8 +18261,50 @@ https://aws.amazon.com/streaming-data: v1_locations: - docs/aws.md year: N/A - addition_method: manual +? https://aws.amazon.com/transform/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=e8bfe3c0-b9b8-494a-837a-8581eb91e029&sc_content=AWS%20Transform%20Carousel&trk=e8bfe3c0-b9b8-494a-837a-8581eb91e029&linkId=943065458 +: addition_method: automatic + ai_summary: 'AWS Transform leverages agentic AI to simplify and accelerate the modernization + and migration of enterprise applications and legacy workloads (such as Windows, + VMware, and COBOL mainframes). By integrating generative AI, the service offers + custom transformation agents designed to tackle code translations, library version + upgrades, and API migrations. + + + Key architectural aspects: + + * Uses a collaborative agent model that charges based on server-side ''agent active + minutes''. + + * Developer workflows remain unbilled during local idle time, optimization compilation, + and test execution phases.' + category: aws-architecture + complexity: Intermediate + content_hash: d785f911250df98b1b9fd1fec5971a0dfa51e9e7e746f68f73a1a86b7bfe81d0 + description: AWS service using agentic AI to automate and accelerate application, + code, and infrastructure migrations and transformations. + hierarchy: + - Public Cloud + - AWS + - Application Migration + is_microservice: false + language: en + last_checked: 1780351994.342762 + reputation_status: Vetted + reputation_summary: Official AWS modernization tool integrating agentic AI to tackle + enterprise migration and code transformations. + resource_type: Product + social_preview_url: '' + source_provenance: X.com (awscloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: AWS Transform + year: '2026' https://aws.amazon.com/waf: + addition_method: manual content_hash: a1888b44abdcdf5c2e8ce7e9d315af748e4fabb5fad63c77d62faa3b48c9f581 description: '' health_score: 100.0 @@ -17206,8 +18320,8 @@ https://aws.amazon.com/waf: v2_locations: - aws-security.md year: N/A - addition_method: manual https://aws.amazon.com/well-architected-tool: + addition_method: manual ai_summary: An integrated cloud service designed to measure architecture state against AWS best practices and provide automated risk mitigation pathways. Grounding emphasizes its critical role in enterprise architecture validation cycles, particularly during @@ -17235,8 +18349,8 @@ https://aws.amazon.com/well-architected-tool: v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://aws.amazon.com/what-is/data-lake: + addition_method: manual content_hash: 4dfe304b6fbf77761b6ba40d38e5a8184586e91f2ecff10961de8b5b59f7ef80 health_score: 100.0 last_checked: 1779130494.962464 @@ -17248,8 +18362,8 @@ https://aws.amazon.com/what-is/data-lake: - docs/aws-data.md v2_locations: - aws-data.md - addition_method: manual https://aws.amazon.com/what-is/streaming-data: + addition_method: manual content_hash: 7eb41fae1c99e472c64ff9694831661ef1c33fee31faa216ab6b828100715f20 health_score: 100.0 last_checked: 1779130494.999164 @@ -17261,8 +18375,8 @@ https://aws.amazon.com/what-is/streaming-data: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://aws.github.io: + addition_method: manual content_hash: 2ea6a100c92ce3f5df8d8c3210cb2d56532ea5b0c0af1e0bd036873984725506 description: '' health_score: 100.0 @@ -17278,8 +18392,8 @@ https://aws.github.io: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://aws.github.io/aws-eks-best-practices: + addition_method: manual ai_summary: 'Curator Insight: The definitive handbook for securing AWS EKS environments, curated by AWS security engineers. Live Grounding: Serves as the primary operational baseline for hardening network, IAM, data, and compute resources in AWS.' @@ -17309,8 +18423,8 @@ https://aws.github.io/aws-eks-best-practices: - managed-kubernetes-in-public-cloud.md - kubernetes-security.md year: N/A - addition_method: manual https://aws.github.io/aws-eks-best-practices/networking/index: + addition_method: manual ai_summary: A specialized subset of the Amazon EKS Best Practices, focusing strictly on high-performance networking architectures. It covers crucial configurations like AWS VPC CNI optimization, security groups for Pods, custom networking, and @@ -17339,8 +18453,8 @@ https://aws.github.io/aws-eks-best-practices/networking/index: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.plainenglish.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17354,8 +18468,8 @@ https://aws.plainenglish.io: v2_locations: - aws.md year: N/A - addition_method: manual https://aws.plainenglish.io/6-tips-to-improve-availability-with-aws-load-balancers-and-kubernetes-ad8d4d1c0f61: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17370,8 +18484,8 @@ https://aws.plainenglish.io/6-tips-to-improve-availability-with-aws-load-balance v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://aws.plainenglish.io/aws-codepipeline-for-amazon-ecs-part-2-a-blue-green-deployment-type-c162fd73be91: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17385,8 +18499,8 @@ https://aws.plainenglish.io/aws-codepipeline-for-amazon-ecs-part-2-a-blue-green- v2_locations: - aws-devops.md year: N/A - addition_method: manual https://aws.plainenglish.io/building-aws-infrastructure-with-terraform-modules-2cee480be24d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17400,8 +18514,8 @@ https://aws.plainenglish.io/building-aws-infrastructure-with-terraform-modules-2 v2_locations: - terraform.md year: N/A - addition_method: manual https://aws.plainenglish.io/choosing-the-right-aws-container-service-ecs-vs-eks-3b11dd078c99: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17415,8 +18529,8 @@ https://aws.plainenglish.io/choosing-the-right-aws-container-service-ecs-vs-eks- v2_locations: - aws-containers.md year: N/A - addition_method: manual https://aws.plainenglish.io/creating-a-custom-ec2-module-using-terraform-59c9896c2df2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17430,8 +18544,8 @@ https://aws.plainenglish.io/creating-a-custom-ec2-module-using-terraform-59c9896 v2_locations: - demos.md year: N/A - addition_method: manual https://aws.plainenglish.io/deploying-application-on-amazon-eks-211eb46c069c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17445,8 +18559,8 @@ https://aws.plainenglish.io/deploying-application-on-amazon-eks-211eb46c069c: v2_locations: - demos.md year: N/A - addition_method: manual https://aws.plainenglish.io/deploying-aws-resources-and-a-jenkins-server-with-terraform-297bad905459: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17460,8 +18574,8 @@ https://aws.plainenglish.io/deploying-aws-resources-and-a-jenkins-server-with-te v2_locations: - jenkins.md year: N/A - addition_method: manual https://aws.plainenglish.io/how-to-push-an-image-to-aws-ecr-b2be848c2ef: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17475,8 +18589,8 @@ https://aws.plainenglish.io/how-to-push-an-image-to-aws-ecr-b2be848c2ef: v2_locations: - aws-containers.md year: N/A - addition_method: manual https://aws.plainenglish.io/kubectl-get-kubernetes-o-architecture-6d4bd97dcaaf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17490,8 +18604,8 @@ https://aws.plainenglish.io/kubectl-get-kubernetes-o-architecture-6d4bd97dcaaf: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://aws.plainenglish.io/lessons-learned-from-switching-to-aws-sdk-v3-6babe1530a59: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17505,8 +18619,8 @@ https://aws.plainenglish.io/lessons-learned-from-switching-to-aws-sdk-v3-6babe15 v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://aws.plainenglish.io/lets-design-a-serverless-etl-pipeline-with-aws-services-9ab88c95afd4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17520,9 +18634,9 @@ https://aws.plainenglish.io/lets-design-a-serverless-etl-pipeline-with-aws-servi v2_locations: - aws-serverless.md year: N/A - addition_method: manual ? https://aws.plainenglish.io/mastering-monitoring-the-complete-guide-to-using-prometheus-and-grafana-with-kubernetes-e53d8306123d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031099.131803 @@ -17536,8 +18650,8 @@ https://aws.plainenglish.io/lets-design-a-serverless-etl-pipeline-with-aws-servi v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://aws.plainenglish.io/pods-in-kubernetes-the-smallest-deployable-units-of-computing-dab3bf1a2762: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17552,8 +18666,8 @@ https://aws.plainenglish.io/pods-in-kubernetes-the-smallest-deployable-units-of- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://aws.plainenglish.io/terraform-hands-on-project-d2105bbc0c62: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17567,8 +18681,8 @@ https://aws.plainenglish.io/terraform-hands-on-project-d2105bbc0c62: v2_locations: - terraform.md year: N/A - addition_method: manual https://aws.plainenglish.io/terraform-how-to-deploy-jenkins-ci-cd-pipelines-using-terraform-9ffc086dcd56: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17583,8 +18697,8 @@ https://aws.plainenglish.io/terraform-how-to-deploy-jenkins-ci-cd-pipelines-usin v2_locations: - jenkins.md year: N/A - addition_method: manual https://aws.plainenglish.io/the-automation-fellowship-packer-terraform-and-ansible-part-iii-73571ef103e1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17599,8 +18713,8 @@ https://aws.plainenglish.io/the-automation-fellowship-packer-terraform-and-ansib v2_locations: - terraform.md year: N/A - addition_method: manual https://aws.plainenglish.io/trigger-function-message-12f117b7f067: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17614,8 +18728,8 @@ https://aws.plainenglish.io/trigger-function-message-12f117b7f067: v2_locations: - demos.md year: N/A - addition_method: manual https://awscerts.slack.com: + addition_method: manual ai_summary: A massive interactive Slack workspace connecting candidates and certified professionals to collaborate on exam concepts, design paradigms, and open study resources. @@ -17642,8 +18756,8 @@ https://awscerts.slack.com: v2_locations: - aws-training.md year: N/A - addition_method: manual https://awscli.amazonaws.com/v2/documentation/api/latest/reference/service-quotas/get-service-quota.html: + addition_method: manual content_hash: 7543f447dda008bc7f388eed1f917f1475932f2b63d0c1a2aa1d0b4f74d4dabe description: '' health_score: 100.0 @@ -17654,8 +18768,8 @@ https://awscli.amazonaws.com/v2/documentation/api/latest/reference/service-quota v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://awsfundamentals.blogspot.com/2019/12/aws-vpc-fundamental.html: + addition_method: manual content_hash: cc9b341e5724ad96567aeb147a65bd9fe216bf553080936f613be726d31f314f description: '' health_score: 100.0 @@ -17671,8 +18785,8 @@ https://awsfundamentals.blogspot.com/2019/12/aws-vpc-fundamental.html: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://awsfundamentals.com/blog/aws-lambda-with-terraform: + addition_method: manual content_hash: 683ce37538b5e13d35fcd53ac5e57ff8b2b8835a8fd31ea484222da9d224f06a health_score: 100.0 last_checked: 1779130494.992227 @@ -17684,8 +18798,8 @@ https://awsfundamentals.com/blog/aws-lambda-with-terraform: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-cloud-infrastructure-effectively: + addition_method: manual ai_summary: A highly clear exploration of AWS Organizations, dissecting organizational units (OUs), Service Control Policies (SCPs), and account hierarchy. Grounding shows it serves as a fundamental training material for cloud administrators establishing @@ -17717,8 +18831,8 @@ https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-clou - iac.md - aws.md year: N/A - addition_method: manual https://awsfundamentals.com/blog/aws-s3-rm-removing-files: + addition_method: manual content_hash: d270c4a14fc31c0bb5dcc4169507d74649c12491077935c5e5a4244e5f9d5b52 health_score: 100.0 last_checked: 1779130495.00032 @@ -17730,8 +18844,8 @@ https://awsfundamentals.com/blog/aws-s3-rm-removing-files: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md - addition_method: manual https://awsfundamentals.com/blog/aws-s3-sync: + addition_method: manual ai_summary: A detailed, high-density guide on utilizing the aws s3 sync CLI command. Includes performance tuning parameters like concurrency configs, exclusion patterns, and handling large scales securely. @@ -17753,8 +18867,8 @@ https://awsfundamentals.com/blog/aws-s3-sync: - aws-tools-scripts.md - aws-storage.md year: '2023' - addition_method: manual https://awsfundamentals.com/blog/using-s3-with-terraform: + addition_method: manual content_hash: 743a40c35aca4004d33506492b9a6167f6525ed27448998fd06a7db39f77f970 health_score: 100.0 last_checked: 1779130494.994916 @@ -17766,8 +18880,8 @@ https://awsfundamentals.com/blog/using-s3-with-terraform: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://awstip.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17781,8 +18895,8 @@ https://awstip.com: v2_locations: - aws.md year: N/A - addition_method: manual https://awstip.com/amazon-elastic-kubernetes-service-amazon-eks-the-only-resource-hub-you-ever-need-3b802687df36: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17797,8 +18911,8 @@ https://awstip.com/amazon-elastic-kubernetes-service-amazon-eks-the-only-resourc v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://awstip.com/deploying-azure-infrastructure-with-terraform-e34046c65d0f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17812,8 +18926,8 @@ https://awstip.com/deploying-azure-infrastructure-with-terraform-e34046c65d0f: v2_locations: - terraform.md year: N/A - addition_method: manual https://awstip.com/essential-plugins-for-kubectl-cli-e35cbc99037b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17827,8 +18941,8 @@ https://awstip.com/essential-plugins-for-kubectl-cli-e35cbc99037b: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://awstip.com/how-to-list-all-resources-in-your-aws-account-c3f18061f71b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17842,8 +18956,8 @@ https://awstip.com/how-to-list-all-resources-in-your-aws-account-c3f18061f71b: v2_locations: - aws.md year: N/A - addition_method: manual https://awstip.com/increase-security-and-efficiency-with-a-3-tier-cloud-architecture-bf5e835cd55a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17857,8 +18971,8 @@ https://awstip.com/increase-security-and-efficiency-with-a-3-tier-cloud-architec v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://awstip.com/kubernetes-chaos-monkey-a-scheduled-random-pod-deletion-python-script-for-testing-cluster-6eac429554b2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17873,8 +18987,8 @@ https://awstip.com/kubernetes-chaos-monkey-a-scheduled-random-pod-deletion-pytho v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://awstip.com/kubernetes-creating-deployments-via-command-line-and-with-yaml-files-783eaad7b3be: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17889,8 +19003,8 @@ https://awstip.com/kubernetes-creating-deployments-via-command-line-and-with-yam v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://awstip.com/kubernetes-hpa-8b7cf54f115: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17904,8 +19018,8 @@ https://awstip.com/kubernetes-hpa-8b7cf54f115: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://awstip.com/manage-aws-services-directly-from-kubernetes-%EF%B8%8F-6c94e376febb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17920,9 +19034,9 @@ https://awstip.com/manage-aws-services-directly-from-kubernetes-%EF%B8%8F-6c94e3 v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual ? https://awstip.com/monitoring-your-eks-cluster-with-the-power-of-prometheus-and-grafana-through-helm-%EF%B8%8F-1e8dc1ad5620 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029735.030426 @@ -17936,8 +19050,8 @@ https://awstip.com/manage-aws-services-directly-from-kubernetes-%EF%B8%8F-6c94e3 v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://awstip.com/per-pod-pids-limit-on-eks-fe320638c7e9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17951,8 +19065,8 @@ https://awstip.com/per-pod-pids-limit-on-eks-fe320638c7e9: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://awstip.com/refactor-terraform-code-with-moved-blocks-a-new-way-without-manually-modifying-the-state-5ed1d80ed53e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17967,8 +19081,8 @@ https://awstip.com/refactor-terraform-code-with-moved-blocks-a-new-way-without-m v2_locations: - terraform.md year: N/A - addition_method: manual https://awstip.com/setting-up-aws-vpc-endpoint-connection-d4294d0c2204: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17982,8 +19096,8 @@ https://awstip.com/setting-up-aws-vpc-endpoint-connection-d4294d0c2204: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://awstip.com/streamlining-aws-eks-cluster-volume-management-with-helm-and-terraform-ebs-csi-driver-78e1d51532ee: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -17998,8 +19112,8 @@ https://awstip.com/streamlining-aws-eks-cluster-volume-management-with-helm-and- v2_locations: - terraform.md year: N/A - addition_method: manual https://awstip.com/this-code-works-autoscaling-an-amazon-eks-cluster-with-karpenter-part-1-3-40c7bed26cfd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -18014,8 +19128,8 @@ https://awstip.com/this-code-works-autoscaling-an-amazon-eks-cluster-with-karpen v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://awstip.com/uploading-files-to-s3-through-api-gateway-7bb78c0d0483: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -18029,9 +19143,9 @@ https://awstip.com/uploading-files-to-s3-through-api-gateway-7bb78c0d0483: v2_locations: - aws-storage.md year: N/A - addition_method: manual ? https://awstip.com/working-the-amazon-eks-immersion-workshop-chapter-1-deploying-a-microservices-application-in-a-9acae5df2f01 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032521.214936 @@ -18045,8 +19159,8 @@ https://awstip.com/uploading-files-to-s3-through-api-gateway-7bb78c0d0483: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://awstrainingwithjagan.com/infrastructure-as-code-tool-comparison: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -18062,8 +19176,8 @@ https://awstrainingwithjagan.com/infrastructure-as-code-tool-comparison: v2_locations: - iac.md year: N/A - addition_method: manual https://axway.com/digitize: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -18077,8 +19191,8 @@ https://axway.com/digitize: v2_locations: - developerportals.md year: N/A - addition_method: manual https://aymen-abdelwahed.medium.com/k8s-operators-cis-benchmarks-8d7915d5cb2d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -18092,8 +19206,8 @@ https://aymen-abdelwahed.medium.com/k8s-operators-cis-benchmarks-8d7915d5cb2d: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://aymen-segni.com/index.php/2020/07/22/deploying-your-serverless-services-on-kubernetes-using-knative: + addition_method: manual content_hash: a9b0c259e5aa41faffbc856cb00f29f24c329429183f192691c631a5c7a9574d description: '' health_score: 100.0 @@ -18109,8 +19223,8 @@ https://aymen-segni.com/index.php/2020/07/22/deploying-your-serverless-services- v2_locations: - demos.md year: N/A - addition_method: manual https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus: + addition_method: manual content_hash: e09335b25974193e96967c209b30dbad4c9628a9475372d5d9e12536d4a4f3e2 description: '' health_score: 100.0 @@ -18126,8 +19240,8 @@ https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-t v2_locations: - demos.md year: N/A - addition_method: manual https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform: + addition_method: manual content_hash: c7c64a7b790756336b4a1fc75fd769248fec53613c326bc60faacaf3216a1e74 description: '' health_score: 100.0 @@ -18143,8 +19257,8 @@ https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform: v2_locations: - demos.md year: N/A - addition_method: manual https://azeynalli1990.medium.com/15-best-practices-when-working-with-docker-720d2d8de202: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -18158,8 +19272,8 @@ https://azeynalli1990.medium.com/15-best-practices-when-working-with-docker-720d v2_locations: - docker.md year: N/A - addition_method: manual https://azure-samples.github.io/aks-labs/docs/intro: + addition_method: manual ai_summary: Microsoft's structured laboratory ecosystem designed to onboard engineers to Azure Kubernetes Service (AKS). The content delivers a reliable, production-aligned guide covering core infrastructure topics such as advanced networking, cluster @@ -18192,8 +19306,8 @@ https://azure-samples.github.io/aks-labs/docs/intro: - azure.md - kubernetes-tutorials.md year: N/A - addition_method: manual https://azure.github.io/AKS-Construction: + addition_method: manual ai_summary: An interactive, wizard-based configuration tool hosted by the Microsoft Azure team to dynamically generate ARM/Bicep or Terraform files for building production-ready AKS environments. Live Grounding emphasizes its value in generating compliant @@ -18223,8 +19337,8 @@ https://azure.github.io/AKS-Construction: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://azure.github.io/AppService/2024/01/05/Diagnose-Tools-for-NodeJs-Linux-apps.html: + addition_method: manual content_hash: 4f4421872e0132e7b4b0f12d2c9dc0585da6027b8762a40c8c8c63b3ffec199b description: '' health_score: 100.0 @@ -18241,8 +19355,8 @@ https://azure.github.io/AppService/2024/01/05/Diagnose-Tools-for-NodeJs-Linux-ap v2_locations: - azure.md year: N/A - addition_method: manual https://azure.github.io/Azure-Landing-Zones: + addition_method: manual content_hash: e8d6a942058f4867dd2afbffa6de80507dc0d99e6acd5d434fb7c7d23fdee787 description: '' health_score: 100.0 @@ -18262,8 +19376,8 @@ https://azure.github.io/Azure-Landing-Zones: - azure.md - iac.md year: N/A - addition_method: manual https://azure.github.io/Azure-Landing-Zones/accelerator: + addition_method: manual content_hash: 0b64b8bc1cdf40df6f87b4023024e72c50c1ca760482b3c4124886543993e97d description: '' health_score: 100.0 @@ -18287,8 +19401,8 @@ https://azure.github.io/Azure-Landing-Zones/accelerator: - cicd.md - iac.md year: N/A - addition_method: manual https://azure.github.io/Azure-Landing-Zones/accelerator/accelerator-release-notes: + addition_method: manual content_hash: cdd2f824bef624aec0a64f356e03559df74b900b877a834989e8ff8e35ea904f description: '' health_score: 100.0 @@ -18307,8 +19421,8 @@ https://azure.github.io/Azure-Landing-Zones/accelerator/accelerator-release-note - iac.md - terraform.md year: N/A - addition_method: manual https://azure.github.io/Azure-Proactive-Resiliency-Library: + addition_method: manual content_hash: 2e1fd17d79d7a9e63561f112904e9bcc6b4d8278f980a898d2691922bf130df1 description: '' health_score: 100.0 @@ -18324,8 +19438,8 @@ https://azure.github.io/Azure-Proactive-Resiliency-Library: v2_locations: - azure.md year: N/A - addition_method: manual https://azure.github.io/Azure-Verified-Modules: + addition_method: manual content_hash: d8aff5dce41e22cbbed8be45dff173efcac871f0964abdd2230a460250612490 description: '' health_score: 100.0 @@ -18341,8 +19455,8 @@ https://azure.github.io/Azure-Verified-Modules: v2_locations: - azure.md year: N/A - addition_method: manual https://azure.github.io/enterprise-azure-policy-as-code: + addition_method: manual content_hash: ff1d93d94b7417a86e09514fc3044a6a37b7efb6cd0480ded3f59abb45e470b4 description: '' health_score: 100.0 @@ -18359,8 +19473,8 @@ https://azure.github.io/enterprise-azure-policy-as-code: v2_locations: - azure.md year: N/A - addition_method: manual https://azure.github.io/secrets-store-csi-driver-provider-azure: + addition_method: manual ai_summary: Integrates Azure Key Vault instances with AKS/Kubernetes via the standardized CSI Secrets Store Driver. Supports secure mounting, syncing as native K8s secrets, and autorotation. @@ -18387,8 +19501,8 @@ https://azure.github.io/secrets-store-csi-driver-provider-azure: v2_locations: - devsecops.md year: N/A - addition_method: manual https://azure.microsoft.com: + addition_method: manual content_hash: 8ce8c157368ff5fb4540f013176fa990d07585e19168578e344a1309247ff22b description: '' health_score: 100.0 @@ -18399,8 +19513,8 @@ https://azure.microsoft.com: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-gb/blog/microsoft-azure-load-testing-is-now-generally-available: + addition_method: manual content_hash: 353580e39275a63fb18ac5c904ddd7671ca6cb09e0caaeb9aa5f0cbc143cc8c0 description: '' health_score: 100.0 @@ -18411,8 +19525,8 @@ https://azure.microsoft.com/en-gb/blog/microsoft-azure-load-testing-is-now-gener v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-gb/products/load-testing: + addition_method: manual content_hash: 28eade29090d807206b2877d76001fa9df985b743c187090ca798c990b13b582 description: '' health_score: 100.0 @@ -18423,8 +19537,8 @@ https://azure.microsoft.com/en-gb/products/load-testing: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-gb/updates/general-availability-azure-bastion-native-client-support: + addition_method: manual content_hash: 2823076e1d19d6bf56293ca61900ce61ede07aa5cfa84741fd24ee14c14bf76d description: '' health_score: 100.0 @@ -18436,9 +19550,9 @@ https://azure.microsoft.com/en-gb/updates/general-availability-azure-bastion-nat v1_locations: - docs/azure.md year: N/A - addition_method: manual ? https://azure.microsoft.com/en-gb/updates/generally-available-durable-functions-support-of-managed-identity-for-azure-storage -: content_hash: c61eeab3654fcbc9dd1699afcc8eb32f0ac9eadd0464560be5e6ed66e244e300 +: addition_method: manual + content_hash: c61eeab3654fcbc9dd1699afcc8eb32f0ac9eadd0464560be5e6ed66e244e300 description: '' health_score: 100.0 last_checked: 1779029205.832084 @@ -18449,9 +19563,9 @@ https://azure.microsoft.com/en-gb/updates/general-availability-azure-bastion-nat v1_locations: - docs/azure.md year: N/A - addition_method: manual ? https://azure.microsoft.com/en-in/blog/how-microsoft-azure-crossregion-load-balancer-helps-create-region-redundancy-and-low-latency -: content_hash: be6129546bd6f6c3e569ba06b579f2ac4cfa106f3f1e5319386ca7a0b3a11389 +: addition_method: manual + content_hash: be6129546bd6f6c3e569ba06b579f2ac4cfa106f3f1e5319386ca7a0b3a11389 description: '' health_score: 100.0 last_checked: 1779029765.088685 @@ -18462,8 +19576,8 @@ https://azure.microsoft.com/en-gb/updates/general-availability-azure-bastion-nat v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us: + addition_method: manual content_hash: e766f2647bbcf74d6844a893455f9cbe131d3305e319614d79b3391796503cf9 health_score: 100.0 last_checked: 1779130494.978677 @@ -18475,9 +19589,9 @@ https://azure.microsoft.com/en-us: - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-azure-cni-overlay-in-azure-kubernetes-service -: ai_summary: Introduces the structural architecture of Azure CNI Overlay in AKS. +: addition_method: manual + ai_summary: Introduces the structural architecture of Azure CNI Overlay in AKS. Demonstrates how this overlay network design solves severe IP address exhaustion problems by decoupling the pod IP allocation space from the host VNet subnets, allowing massive scale limits. @@ -18505,8 +19619,8 @@ https://azure.microsoft.com/en-us: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/blog/azure-virtual-wan-introduces-its-first-saas-offering: + addition_method: manual content_hash: 1433d88ad29680e45a220aeff296a0e5818e5127cbc09b1308c9bfdd66ab6ac9 description: '' health_score: 100.0 @@ -18517,8 +19631,8 @@ https://azure.microsoft.com/en-us/blog/azure-virtual-wan-introduces-its-first-sa v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/blog/choose-the-best-global-distribution-solution-for-your-applications-with-azure: + addition_method: manual content_hash: 91a7b2f5ef30eb9b74f807321003ebb6b52d2d5f6d1e43695bccfa67a6686e00 description: '' health_score: 100.0 @@ -18530,8 +19644,8 @@ https://azure.microsoft.com/en-us/blog/choose-the-best-global-distribution-solut v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/blog/introducing-azure-load-testing-optimize-app-performance-at-scale: + addition_method: manual ai_summary: An informative product reveal detailing Azure Load Testing's architecture. Explains how it connects with Azure Monitor to surface service-side bottlenecks alongside synthetic request stats. @@ -18559,8 +19673,8 @@ https://azure.microsoft.com/en-us/blog/introducing-azure-load-testing-optimize-a v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/blog/openshift-on-azure-the-easiest-fully-managed-openshift-in-the-cloud: + addition_method: manual content_hash: aafc9ac33d0ea37afdba57b0d0cd61311ee1846fc1bb33d717d5e25a8fd99929 description: '' health_score: 100.0 @@ -18571,8 +19685,44 @@ https://azure.microsoft.com/en-us/blog/openshift-on-azure-the-easiest-fully-mana v1_locations: - docs/public-cloud-solutions.md year: N/A - addition_method: manual +? https://azure.microsoft.com/en-us/blog/powering-multi-cluster-workloads-with-seamless-cross-cluster-networking-for-azure-kubernetes-fleet-manager +: addition_method: automatic + ai_summary: Azure Kubernetes Fleet Manager now offers cross-cluster networking in + public preview, powered by Advanced Container Networking Services [1.1.6]. The + solution establishes low-latency, transparent east-west networking across AKS + clusters spanning multiple regions, entirely removing the operational complexity + of manual VPNs, gateway setups, or routing tables. It features direct endpoint + discovery and global multi-cluster load balancing to streamline high-availability + microservice architectures. + category: kubernetes-networking + complexity: Advanced + content_hash: edb3dd3544982579f3fe7f22d5899efaf95e51e26be83b00e7245f1cd178d3a7 + description: Azure Kubernetes Fleet Manager introduces multi-cluster networking + powered by Advanced Container Networking Services. + hierarchy: + - Cloud + - Azure + - AKS Fleet Manager + is_microservice: false + language: en + last_checked: 1780352720.351684 + reputation_status: Vetted + reputation_summary: Official production-grade cloud feature from Microsoft Azure, + widely vetted by enterprise AKS users. + resource_type: article + social_preview_url: https://azure.microsoft.com/en-us/blog/wp-content/uploads/2026/05/Azure-3D-Illustrations-ComputeNetworkStorage-Light-scaled.jpg + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + - EMERGING + title: Powering multi-cluster workloads with seamless cross-cluster networking for + Azure Kubernetes Fleet Manager + year: '2026' https://azure.microsoft.com/en-us/en-gb/blog/microsoft-azure-load-testing-is-now-generally-available: + addition_method: manual health_score: 100.0 last_checked: 1779130494.965492 tags: @@ -18581,8 +19731,8 @@ https://azure.microsoft.com/en-us/en-gb/blog/microsoft-azure-load-testing-is-now - docs/azure.md v2_locations: - azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-gb/products/load-testing: + addition_method: manual health_score: 100.0 last_checked: 1779130494.983468 tags: @@ -18591,14 +19741,14 @@ https://azure.microsoft.com/en-us/en-gb/products/load-testing: - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://azure.microsoft.com/en-us/en-in/blog/how-microsoft-azure-crossregion-load-balancer-helps-create-region-redundancy-and-low-latency -: health_score: 100.0 +: addition_method: manual + health_score: 100.0 last_checked: 1779130495.025711 v1_locations: - docs/azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/blog/azure-virtual-wan-introduces-its-first-saas-offering: + addition_method: manual health_score: 100.0 last_checked: 1779130495.000091 tags: @@ -18607,8 +19757,8 @@ https://azure.microsoft.com/en-us/en-us/blog/azure-virtual-wan-introduces-its-fi - docs/azure.md v2_locations: - azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/blog/choose-the-best-global-distribution-solution-for-your-applications-with-azure: + addition_method: manual health_score: 100.0 last_checked: 1779130494.955255 tags: @@ -18617,8 +19767,8 @@ https://azure.microsoft.com/en-us/en-us/blog/choose-the-best-global-distribution - docs/azure.md v2_locations: - azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/explore/global-infrastructure/products-by-region/table: + addition_method: manual health_score: 100.0 last_checked: 1779130494.980635 tags: @@ -18627,26 +19777,26 @@ https://azure.microsoft.com/en-us/en-us/explore/global-infrastructure/products-b - docs/azure.md v2_locations: - azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/resources/azure-for-architects: + addition_method: manual health_score: 100.0 last_checked: 1779130494.930166 v1_locations: - docs/azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/services/api-management: + addition_method: manual health_score: 100.0 last_checked: 1779130495.009103 v1_locations: - docs/azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/services/container-instances: + addition_method: manual health_score: 100.0 last_checked: 1779130495.015828 v1_locations: - docs/azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/updates: + addition_method: manual health_score: 100.0 last_checked: 1779130494.97767 tags: @@ -18655,8 +19805,8 @@ https://azure.microsoft.com/en-us/en-us/updates: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/updates/?query=AKS: + addition_method: manual health_score: 100.0 last_checked: 1779130495.018483 tags: @@ -18665,14 +19815,14 @@ https://azure.microsoft.com/en-us/en-us/updates/?query=AKS: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/updates/general-availability-azure-bastion-native-client-support: + addition_method: manual health_score: 100.0 last_checked: 1779130494.941341 v1_locations: - docs/azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/updates/generally-available-azure-bastion-shareable-links: + addition_method: manual health_score: 100.0 last_checked: 1779130495.014612 tags: @@ -18681,26 +19831,26 @@ https://azure.microsoft.com/en-us/en-us/updates/generally-available-azure-bastio - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://azure.microsoft.com/en-us/en-us/updates/generally-available-azure-blob-storage-cold-tier-support-on-change-feed-and-object-replication -: health_score: 100.0 +: addition_method: manual + health_score: 100.0 last_checked: 1779130494.999092 v1_locations: - docs/azure.md - addition_method: manual ? https://azure.microsoft.com/en-us/en-us/updates/generally-available-durable-functions-support-of-managed-identity-for-azure-storage -: health_score: 100.0 +: addition_method: manual + health_score: 100.0 last_checked: 1779130494.941118 v1_locations: - docs/azure.md - addition_method: manual https://azure.microsoft.com/en-us/en-us/updates/v2/Azure-Virtual-Network-Manager-topology-view-now-generally-available: + addition_method: manual health_score: 100.0 last_checked: 1779130495.006022 v1_locations: - docs/azure.md - addition_method: manual https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/table: + addition_method: manual content_hash: 522c1531ccdac656525b03f3cad068029e10365b3bf021ec01b6978ccf89b9d4 description: '' health_score: 100.0 @@ -18720,8 +19870,41 @@ https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-regi - azure.md - networking.md year: N/A - addition_method: manual +https://azure.microsoft.com/en-us/products/azure-vmware: + addition_method: automatic + ai_summary: 'Curator Insight: Azure VMware Solution remains a cornerstone technology + for legacy enterprise migrations, enabling zero-refactor vSphere workload portability + to the cloud. Live Grounding indicates that the fully managed service natively + integrates with Azure''s software-defined networking and governance layers, backed + by joint Microsoft-VMware support. It serves as a critical bridge for extending + VMware-based operations into public cloud native ecosystems without hypervisor-level + fragmentation.' + category: azure + complexity: Advanced + content_hash: 4f485b1edd932920fbdddace5206e107f46cfa9c9fac080a8f010d4942e3011a + description: Redeploy, extend, and run native VMware environments at scale in the + Microsoft Azure cloud. + hierarchy: + - Cloud Infrastructure + - Hybrid Cloud + - VMware Migration + is_microservice: false + language: en + last_checked: 1780352424.113303 + reputation_status: Vetted + reputation_summary: Highly stable, co-supported enterprise cloud migration platform. + resource_type: document + social_preview_url: '' + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + title: Azure VMware Solution + year: '2026' https://azure.microsoft.com/en-us/products/chaos-studio: + addition_method: manual content_hash: 8314a5213004430ca8dc426f46480d0cba3df8d49943f4fe69b892f233ec834d health_score: 100.0 last_checked: 1779130495.016611 @@ -18733,16 +19916,16 @@ https://azure.microsoft.com/en-us/products/chaos-studio: - 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docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/services/api-management: + addition_method: manual content_hash: a8f612b4541e2fdb70344032748b0cdcde5c27f47ccd1b94542ba7e94327ea5f description: '' health_score: 100.0 @@ -18792,15 +19975,15 @@ https://azure.microsoft.com/en-us/services/api-management: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/services/container-apps: + addition_method: manual content_hash: d68cdd6462db5bd2144e1bc364ea86a0a3766a167fae9261faf9e2ff9c29d26e health_score: 64.0 last_checked: 1779130494.999218 v1_locations: - docs/azure.md - addition_method: manual https://azure.microsoft.com/en-us/services/container-instances: + addition_method: manual content_hash: 6d631bc9abc0cf9d0490cad46b69fa4f685f57b7348e6a42815392b73aefb166 description: '' health_score: 100.0 @@ -18811,8 +19994,8 @@ https://azure.microsoft.com/en-us/services/container-instances: v1_locations: - docs/azure.md year: N/A - 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Cloud Providers + - Microsoft Azure + - IaaS + is_microservice: false + language: English + last_checked: 1780352404.147692 + reputation_status: Vetted + reputation_summary: Primary, highly reliable cloud product documentation suite representing + foundational enterprise cloud infrastructure components. + resource_type: Site + social_preview_url: '' + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + - ENTERPRISE-STABLE + title: Infrastructure as a Service (IaaS) | Microsoft Azure + year: '2026' https://azure.microsoft.com/en-us/updates: + addition_method: manual content_hash: c0d299b90ce1d8fae61f1bb988a1c17001f73a79cdc01d07856079acfe54806a description: '' health_score: 100.0 @@ -18836,8 +20055,8 @@ https://azure.microsoft.com/en-us/updates: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/updates/?query=AKS: + addition_method: manual ai_summary: Official update tracking feed detailing Azure Kubernetes Service platform improvements, retired APIs, and native feature promotions. Curator insights mark it as a vital operational pulse for infrastructure engineers, while live grounding @@ -18868,8 +20087,8 @@ https://azure.microsoft.com/en-us/updates/?query=AKS: - managed-kubernetes-in-public-cloud.md - azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/updates/azure-virtual-network-manager-topology-view-now-generally-available: + addition_method: manual content_hash: cd2d434082831561bcde20fe7922d38a408f0a0daf7e3044c019bb576eba1941 description: '' health_score: 100.0 @@ -18881,8 +20100,8 @@ https://azure.microsoft.com/en-us/updates/azure-virtual-network-manager-topology v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/updates/generally-available-azure-bastion-shareable-links: + addition_method: manual content_hash: 349763fbbf24cfba726efb16e2396afabac9a18aaecdeb83507f3dfbd4681276 description: '' health_score: 100.0 @@ -18893,9 +20112,9 @@ https://azure.microsoft.com/en-us/updates/generally-available-azure-bastion-shar v1_locations: - docs/azure.md year: N/A - addition_method: manual ? https://azure.microsoft.com/en-us/updates/generally-available-azure-blob-storage-cold-tier-support-on-change-feed-and-object-replication -: content_hash: 54e5a5ada010e6f05df7e9e8126be708bd485bc2cc7137dc0c97f9ead497a79d +: addition_method: manual + content_hash: 54e5a5ada010e6f05df7e9e8126be708bd485bc2cc7137dc0c97f9ead497a79d description: '' health_score: 100.0 last_checked: 1779029531.698732 @@ -18906,8 +20125,8 @@ https://azure.microsoft.com/en-us/updates/generally-available-azure-bastion-shar v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/updates/private-preview-aks-backup: + addition_method: manual content_hash: 788a8d952656e5496bf5d13320f626d7ca7752ce33ef2446975684630234583b description: '' health_score: 100.0 @@ -18924,8 +20143,8 @@ https://azure.microsoft.com/en-us/updates/private-preview-aks-backup: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://azure.microsoft.com/en-us/updates/sftp-support-for-azure-blob-storage-now-generally-available: + addition_method: manual content_hash: 43788bbb19bdc3d0e0e1a644aad064e0c615697eff80db65c668cad3966da0ba description: '' health_score: 100.0 @@ -18941,8 +20160,8 @@ https://azure.microsoft.com/en-us/updates/sftp-support-for-azure-blob-storage-no v2_locations: - azure.md year: N/A - addition_method: manual https://azure.microsoft.com/es-es/pricing/details/kubernetes-service: + addition_method: manual content_hash: d8ad747898a2d9886cba439592494b5872aed4b5c61ff8e95bc932fa7075bb7c description: '' health_score: 100.0 @@ -18958,8 +20177,8 @@ https://azure.microsoft.com/es-es/pricing/details/kubernetes-service: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://azure.microsoft.com/services/chaos-studio: + addition_method: manual content_hash: 67871824337f3c8cf237064990fc07d9a0ff7d444b59565748377de97a1bdd50 description: '' health_score: 100.0 @@ -18970,8 +20189,8 @@ https://azure.microsoft.com/services/chaos-studio: v1_locations: - docs/chaos-engineering.md year: N/A - addition_method: manual https://azure.microsoft.com/services/container-apps: + addition_method: manual content_hash: 63a918810fe9081bda21710bbb0ac48d023e55606b716269e053924d50e4dd82 description: '' health_score: 100.0 @@ -18982,8 +20201,8 @@ https://azure.microsoft.com/services/container-apps: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azure.microsoft.com/services/devops: + addition_method: manual content_hash: cab5d76c655c345a99d8bd339c33c9a00b511678e8807fa2e427a012dcdf0e6f description: '' health_score: 100.0 @@ -18996,8 +20215,8 @@ https://azure.microsoft.com/services/devops: - docs/devops.md - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://azurearcjumpstart.io: + addition_method: manual content_hash: 22a467a8cc968ed9275238d39361d427819bc71676e9b8feb92ba423d1e22ad7 description: '' health_score: 100.0 @@ -19008,8 +20227,8 @@ https://azurearcjumpstart.io: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://azurecharts.com: + addition_method: manual content_hash: 8ac624b83a3beffb54b9bfecdbee5a782abee306ebd3219debcddbae944af2cd description: '' health_score: 100.0 @@ -19025,8 +20244,8 @@ https://azurecharts.com: v2_locations: - azure.md year: N/A - addition_method: manual https://azurecharts.com/learning: + addition_method: manual content_hash: b07d78ef01c631998c3c3a2e024a402d919c8df17621bfb32eccf79ece0dd13b description: '' health_score: 100.0 @@ -19042,8 +20261,8 @@ https://azurecharts.com/learning: v2_locations: - azure.md year: N/A - addition_method: manual https://azurecloudai.blog/2019/09/27/deploy-azure-kubernetes-service-aks-to-a-preexisting-vnet: + addition_method: manual ai_summary: Walkthrough outlining the installation of AKS inside preexisting VNET topologies. Examines subnet sizing requirements, routing controls, and enterprise boundary setups. Helpful for aligning AKS with pre-configured network constraints. @@ -19070,8 +20289,8 @@ https://azurecloudai.blog/2019/09/27/deploy-azure-kubernetes-service-aks-to-a-pr v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://azuredevopsdemogenerator.azurewebsites.net: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19085,8 +20304,8 @@ https://azuredevopsdemogenerator.azurewebsites.net: v2_locations: - demos.md year: N/A - addition_method: manual https://azuredevopslabs.com: + addition_method: manual content_hash: c754c07a95cb1205d0d4762b56c17d44b73ba52f07ecf6af149148addb3af12b description: '' health_score: 100.0 @@ -19102,8 +20321,8 @@ https://azuredevopslabs.com: v2_locations: - git.md year: N/A - addition_method: manual https://azuredevopslabs.com/labs/vstsextend/kubernetes: + addition_method: manual ai_summary: A guided hands-on lab explaining multi-container deployment pipelines on AKS utilizing Azure DevOps. Details continuous deployment loops, packaging application layers via Helm charts, and managing network routing parameters for @@ -19133,8 +20352,8 @@ https://azuredevopslabs.com/labs/vstsextend/kubernetes: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://azuremarketplace.microsoft.com/en-us/marketplace/apps/gofireflyltd1705083203658.firefly: + addition_method: manual content_hash: 7f886c4da30df37de13ca27a46961b2cb11ee0624f278ea4df3a6e78cb62084e description: '' health_score: 100.0 @@ -19149,8 +20368,8 @@ https://azuremarketplace.microsoft.com/en-us/marketplace/apps/gofireflyltd170508 v2_locations: - azure.md year: N/A - addition_method: manual https://azureviking.com/post/terraform-module-azure-dns-private-resolver: + addition_method: manual content_hash: 65a79b46046db72c89d98e70e93991dde9a0c0969cbf8496b2509a3344e7cd6a health_score: 100.0 last_checked: 1779130494.958742 @@ -19161,8 +20380,8 @@ https://azureviking.com/post/terraform-module-azure-dns-private-resolver: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://azureviking.com/post/terraform-module-azurerm-alz-subnet: + addition_method: manual content_hash: 4fd786a2114e54c8cb5455989a557fe34dffc7afbe64c1bb2250e608ce4e654f health_score: 100.0 last_checked: 1779130495.006905 @@ -19173,24 +20392,24 @@ https://azureviking.com/post/terraform-module-azurerm-alz-subnet: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://azureway.cloud/azure-container-apps-creating-using-terraform-part-1: + addition_method: manual content_hash: ef4b9f024e2eeebbdf34c696ea3d19cf32a8cbfcd49ae6c6e939b95a9eec7097 health_score: 100.0 last_checked: 1779032680.323143 needs_ai_refresh: true v1_locations: - docs/terraform.md - addition_method: manual https://azureway.cloud/azure-container-apps-traffic-splitting-part-4: + addition_method: manual content_hash: fdf558410487332b90abd7c51698d777788edc16ef106168d480d4297a79028c health_score: 100.0 last_checked: 1779032381.982556 needs_ai_refresh: true v1_locations: - docs/terraform.md - addition_method: manual https://backstage.io: + addition_method: manual content_hash: faddd69271fb3e5773f24b4401ad752b6ec464fe13b9a9d218170a284c721bc8 description: '' health_score: 100.0 @@ -19206,8 +20425,8 @@ https://backstage.io: v2_locations: - developerportals.md year: N/A - addition_method: manual https://backup.docs.portworx.com: + addition_method: manual content_hash: 53e7bacf27df49e27bfde528e3135903962ffdb798c263833d0be1ad94eb410a description: '' health_score: 100.0 @@ -19218,8 +20437,8 @@ https://backup.docs.portworx.com: v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://baeke.info/2022/06/02/trying-out-draft-2-on-aks: + addition_method: manual ai_summary: Evaluates features in Azure Draft v2 on a running AKS instance. Demonstrates bootstrapping manual code, automated configuration outputs, and continuous build integration tests on Azure. @@ -19240,8 +20459,8 @@ https://baeke.info/2022/06/02/trying-out-draft-2-on-aks: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual https://baeke.info/2022/11/24/aks-workload-identity-revisited: + addition_method: manual ai_summary: Deep-dive analysis of Azure AD Workload Identity's internal mechanics on AKS. Covers OIDC issuer configurations, federated identity setups, and the mutation processes used to inject tokens. Essential reading for platform architects @@ -19263,8 +20482,8 @@ https://baeke.info/2022/11/24/aks-workload-identity-revisited: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual https://bagas-awibowo.medium.com/helm-templating-network-policy-using-helm-783b2f7e401a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19278,8 +20497,8 @@ https://bagas-awibowo.medium.com/helm-templating-network-policy-using-helm-783b2 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://balajisblog.com/cheatsheet-for-bitbucket-pipelines: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19293,8 +20512,8 @@ https://balajisblog.com/cheatsheet-for-bitbucket-pipelines: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://banksco.de/p/state-of-realtime-web-2016.html: + addition_method: manual content_hash: 8f157b23cc92bb25e10c07151681864a0210129e688b47c2ba18ba5518354809 description: '' health_score: 100.0 @@ -19310,8 +20529,8 @@ https://banksco.de/p/state-of-realtime-web-2016.html: v2_locations: - api.md year: N/A - addition_method: manual https://banzaicloud.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19327,8 +20546,8 @@ https://banzaicloud.com: - managed-kubernetes-in-public-cloud.md - message-queue.md year: N/A - addition_method: manual https://banzaicloud.com/blog/backyards-api-gateway: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19343,8 +20562,8 @@ https://banzaicloud.com/blog/backyards-api-gateway: v2_locations: - istio.md year: N/A - addition_method: manual https://banzaicloud.com/blog/helm3-the-good-the-bad-and-the-ugly: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19358,8 +20577,8 @@ https://banzaicloud.com/blog/helm3-the-good-the-bad-and-the-ugly: v2_locations: - helm.md year: N/A - addition_method: manual https://banzaicloud.com/blog/istio-1.6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19373,8 +20592,8 @@ https://banzaicloud.com/blog/istio-1.6: v2_locations: - istio.md year: N/A - addition_method: manual https://banzaicloud.com/blog/istio-external-demo: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19388,8 +20607,8 @@ https://banzaicloud.com/blog/istio-external-demo: v2_locations: - istio.md year: N/A - addition_method: manual https://banzaicloud.com/blog/istio-mixerless-telemetry: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19403,8 +20622,8 @@ https://banzaicloud.com/blog/istio-mixerless-telemetry: v2_locations: - istio.md year: N/A - addition_method: manual https://banzaicloud.com/blog/istio-opa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19418,8 +20637,8 @@ https://banzaicloud.com/blog/istio-opa: v2_locations: - securityascode.md year: N/A - addition_method: manual https://banzaicloud.com/blog/k8s-cluster-autoscaler: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19433,8 +20652,8 @@ https://banzaicloud.com/blog/k8s-cluster-autoscaler: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://banzaicloud.com/blog/k8s-cluster-logging: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19448,8 +20667,8 @@ https://banzaicloud.com/blog/k8s-cluster-logging: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://banzaicloud.com/blog/k8s-sidecars: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19464,8 +20683,8 @@ https://banzaicloud.com/blog/k8s-sidecars: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://banzaicloud.com/blog/kafka-on-etcd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19479,8 +20698,8 @@ https://banzaicloud.com/blog/kafka-on-etcd: v2_locations: - message-queue.md year: N/A - addition_method: manual https://banzaicloud.com/blog/kafka-on-istio-benefits: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19494,8 +20713,8 @@ https://banzaicloud.com/blog/kafka-on-istio-benefits: v2_locations: - message-queue.md year: N/A - addition_method: manual https://banzaicloud.com/blog/kafka-rolling-upgrade: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19509,8 +20728,8 @@ https://banzaicloud.com/blog/kafka-rolling-upgrade: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://banzaicloud.com/blog/kafka-schemareg: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19524,8 +20743,8 @@ https://banzaicloud.com/blog/kafka-schemareg: v2_locations: - message-queue.md year: N/A - addition_method: manual https://banzaicloud.com/blog/kubernetes-nodepool-upgrades: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19535,8 +20754,8 @@ https://banzaicloud.com/blog/kubernetes-nodepool-upgrades: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://banzaicloud.com/blog/supertubes-focal: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19550,8 +20769,8 @@ https://banzaicloud.com/blog/supertubes-focal: v2_locations: - message-queue.md year: N/A - addition_method: manual https://banzaicloud.com/docs/one-eye/logging-operator/quickstarts/es-nginx: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19565,8 +20784,8 @@ https://banzaicloud.com/docs/one-eye/logging-operator/quickstarts/es-nginx: v2_locations: - monitoring.md year: N/A - addition_method: manual https://bash.cyberciti.biz/guide/Main_Page: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19580,8 +20799,8 @@ https://bash.cyberciti.biz/guide/Main_Page: v2_locations: - linux.md year: N/A - addition_method: manual https://bash.cyberciti.biz/guide/Man_command: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19595,8 +20814,8 @@ https://bash.cyberciti.biz/guide/Man_command: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://baykara.medium.com/a-gentle-inspection-of-oomkilled-in-kubernetes-4b4124cd23a8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19610,8 +20829,8 @@ https://baykara.medium.com/a-gentle-inspection-of-oomkilled-in-kubernetes-4b4124 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://bea.stollnitz.com/blog/aml-batch-endpoint: + addition_method: manual content_hash: d031a3d0f3adcb50a369ef2daf7cb64fc36934b1cb475770618369ea6808b2f6 description: '' health_score: 100.0 @@ -19627,8 +20846,8 @@ https://bea.stollnitz.com/blog/aml-batch-endpoint: v2_locations: - mlops.md year: N/A - addition_method: manual https://beam.apache.org: + addition_method: manual content_hash: 48530b322b79aaf38516fe082093a9cc89cef993adcf8b51db9d9fdf36da0519 description: '' health_score: 100.0 @@ -19644,8 +20863,8 @@ https://beam.apache.org: v2_locations: - monitoring.md year: N/A - addition_method: manual https://beellz.hashnode.dev/continuous-profiling-in-kubernetes-using-pyroscope: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19659,9 +20878,9 @@ https://beellz.hashnode.dev/continuous-profiling-in-kubernetes-using-pyroscope: v2_locations: - qa.md year: N/A - addition_method: manual ? https://ben11kehoe.medium.com/never-put-aws-temporary-credentials-in-env-vars-or-credentials-files-theres-a-better-way-25ec45b4d73e -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031445.855104 @@ -19675,8 +20894,8 @@ https://beellz.hashnode.dev/continuous-profiling-in-kubernetes-using-pyroscope: v2_locations: - aws.md year: N/A - addition_method: manual https://ben11kehoe.medium.com/principals-in-aws-iam-38c4a3dc322a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19691,8 +20910,8 @@ https://ben11kehoe.medium.com/principals-in-aws-iam-38c4a3dc322a: v2_locations: - aws-security.md year: N/A - addition_method: manual https://bespoyasov.me/blog/clean-architecture-on-frontend: + addition_method: manual ai_summary: An exceptional breakdown demonstrating the application of Clean Architecture principles to frontend systems. Illustrates isolation of business logic from UI components to enable extreme testability. @@ -19716,8 +20935,8 @@ https://bespoyasov.me/blog/clean-architecture-on-frontend: - javascript.md - aws-architecture.md year: '2021' - addition_method: manual https://betanews.com/2022/01/26/overcoming-observability-challenges: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19731,8 +20950,8 @@ https://betanews.com/2022/01/26/overcoming-observability-challenges: v2_locations: - cicd.md year: N/A - addition_method: manual https://betanews.com/2022/10/22/cloud-security-is-complex-but-most-vulnerabilities-fall-into-three-key-categories: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19747,8 +20966,8 @@ https://betanews.com/2022/10/22/cloud-security-is-complex-but-most-vulnerabiliti v2_locations: - devsecops.md year: N/A - addition_method: manual https://betterhumans.pub/8-communication-hacks-i-use-to-appear-more-senior-as-a-young-employee-9106468bf5aa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19763,8 +20982,8 @@ https://betterhumans.pub/8-communication-hacks-i-use-to-appear-more-senior-as-a- v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://betterprogramming.pub/10-antipatterns-for-kubernetes-deployments-e97ce1199f2d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19778,8 +20997,8 @@ https://betterprogramming.pub/10-antipatterns-for-kubernetes-deployments-e97ce11 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://betterprogramming.pub/10-things-you-might-not-know-about-yaml-b0589da547c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19793,8 +21012,8 @@ https://betterprogramming.pub/10-things-you-might-not-know-about-yaml-b0589da547 v2_locations: - yaml.md year: N/A - addition_method: manual https://betterprogramming.pub/2-use-cases-of-python-pre-commit-hooks-to-tidy-up-your-git-repositories-8d86c9c4f06b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19809,8 +21028,8 @@ https://betterprogramming.pub/2-use-cases-of-python-pre-commit-hooks-to-tidy-up- v2_locations: - git.md year: N/A - addition_method: manual https://betterprogramming.pub/3-seemingly-simple-python-features-that-confuse-beginners-313575312dcf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19824,8 +21043,8 @@ https://betterprogramming.pub/3-seemingly-simple-python-features-that-confuse-be v2_locations: - python.md year: N/A - addition_method: manual https://betterprogramming.pub/4-awesome-browser-apis-you-might-not-be-using-yet-726d3e3237d2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19839,8 +21058,8 @@ https://betterprogramming.pub/4-awesome-browser-apis-you-might-not-be-using-yet- v2_locations: - api.md year: N/A - addition_method: manual https://betterprogramming.pub/5-simple-tips-for-debugging-docker-containers-271cb3dee77a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -19854,8 +21073,8 @@ https://betterprogramming.pub/5-simple-tips-for-debugging-docker-containers-271c v2_locations: - 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addition_method: manual https://betterprogramming.pub/learn-solid-design-principles-in-java-by-coding-it-dcbf64a17b53: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -20933,8 +22152,8 @@ https://betterprogramming.pub/learn-solid-design-principles-in-java-by-coding-it v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://betterprogramming.pub/learn-to-code-remotely-with-vs-code-and-ssh-68c630759279: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -20948,8 +22167,8 @@ https://betterprogramming.pub/learn-to-code-remotely-with-vs-code-and-ssh-68c630 v2_locations: - visual-studio.md year: N/A - addition_method: manual https://betterprogramming.pub/learning-python-with-program-templates-the-input-one-process-one-template-d7ed5156d3fc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -20964,8 +22183,8 @@ https://betterprogramming.pub/learning-python-with-program-templates-the-input-o v2_locations: - python.md year: N/A - addition_method: manual https://betterprogramming.pub/leave-aside-git-checkout-consider-git-switch-for-a-change-7849df8714b0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -20980,8 +22199,8 @@ https://betterprogramming.pub/leave-aside-git-checkout-consider-git-switch-for-a v2_locations: - git.md year: N/A - addition_method: manual https://betterprogramming.pub/mongodb-schema-validation-rules-8a1afc6ea67b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -20995,8 +22214,8 @@ https://betterprogramming.pub/mongodb-schema-validation-rules-8a1afc6ea67b: v2_locations: - nosql.md year: N/A - addition_method: manual https://betterprogramming.pub/monitoring-kafkaapplications-implementing-healthchecks-and-tracking-lag-3976cc6f00d5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21011,8 +22230,8 @@ https://betterprogramming.pub/monitoring-kafkaapplications-implementing-healthch v2_locations: - message-queue.md year: N/A - addition_method: manual https://betterprogramming.pub/multi-tenancy-support-with-spring-boot-liquibase-and-postgresql-d41942dc0639: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21027,8 +22246,8 @@ https://betterprogramming.pub/multi-tenancy-support-with-spring-boot-liquibase-a v2_locations: - databases.md year: N/A - addition_method: manual https://betterprogramming.pub/my-first-microservice-using-golang-c5cf69f1376d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21042,8 +22261,8 @@ https://betterprogramming.pub/my-first-microservice-using-golang-c5cf69f1376d: v2_locations: - golang.md year: N/A - addition_method: manual https://betterprogramming.pub/my-top-7-most-underrated-intellij-idea-features-572b0b706bd6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21057,8 +22276,8 @@ https://betterprogramming.pub/my-top-7-most-underrated-intellij-idea-features-57 v2_locations: - visual-studio.md year: N/A - addition_method: manual https://betterprogramming.pub/my-yq-cheatsheet-34f2b672ee58: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21068,8 +22287,8 @@ https://betterprogramming.pub/my-yq-cheatsheet-34f2b672ee58: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://betterprogramming.pub/pandas-illustrated-the-definitive-visual-guide-to-pandas-c31fa921a43: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21084,8 +22303,8 @@ https://betterprogramming.pub/pandas-illustrated-the-definitive-visual-guide-to- v2_locations: - python.md year: N/A - addition_method: manual https://betterprogramming.pub/python-fastapi-kubernetes-gcp-296e0dc3abb6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21099,8 +22318,8 @@ https://betterprogramming.pub/python-fastapi-kubernetes-gcp-296e0dc3abb6: v2_locations: - demos.md year: N/A - addition_method: manual https://betterprogramming.pub/python-list-comprehensions-are-more-powerful-than-you-might-think-3363a90e5bb0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21115,8 +22334,8 @@ https://betterprogramming.pub/python-list-comprehensions-are-more-powerful-than- v2_locations: - python.md year: N/A - addition_method: manual https://betterprogramming.pub/quit-unit-testing-classes-and-use-a-behavior-oriented-approach-306a667f9a31: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21131,8 +22350,8 @@ https://betterprogramming.pub/quit-unit-testing-classes-and-use-a-behavior-orien v2_locations: - qa.md year: N/A - addition_method: manual https://betterprogramming.pub/recovering-from-common-git-errors-eccda7ec6180: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21146,8 +22365,8 @@ https://betterprogramming.pub/recovering-from-common-git-errors-eccda7ec6180: v2_locations: - git.md year: N/A - addition_method: manual https://betterprogramming.pub/reusable-ec2-instances-using-terraform-modules-59aac51f1fb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21161,9 +22380,9 @@ https://betterprogramming.pub/reusable-ec2-instances-using-terraform-modules-59a v2_locations: - terraform.md year: N/A - addition_method: manual ? https://betterprogramming.pub/running-airflow-using-kubernetes-executor-and-kubernetes-pod-operator-with-istio-d5aa7af16ef5 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030891.206754 @@ -21177,8 +22396,8 @@ https://betterprogramming.pub/reusable-ec2-instances-using-terraform-modules-59a v2_locations: - message-queue.md year: N/A - addition_method: manual https://betterprogramming.pub/secure-your-kubernetes-cluster-with-seccomp-9403ecf831b2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21192,8 +22411,8 @@ https://betterprogramming.pub/secure-your-kubernetes-cluster-with-seccomp-9403ec v2_locations: - devsecops.md year: N/A - addition_method: manual https://betterprogramming.pub/set-up-microservice-on-kubernetes-write-config-file-8df7c2b07a4c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21208,8 +22427,8 @@ https://betterprogramming.pub/set-up-microservice-on-kubernetes-write-config-fil v2_locations: - 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terraform.md year: N/A - addition_method: manual https://betterprogramming.pub/the-5-step-checklist-for-serverless-load-testing-346f4a60841d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21321,8 +22540,8 @@ https://betterprogramming.pub/the-5-step-checklist-for-serverless-load-testing-3 v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://betterprogramming.pub/the-best-vs-code-extensions-to-supercharge-your-git-5d5ab3f64f64: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21336,8 +22555,8 @@ https://betterprogramming.pub/the-best-vs-code-extensions-to-supercharge-your-gi v2_locations: - visual-studio.md year: N/A - addition_method: manual https://betterprogramming.pub/the-perfect-message-queue-solution-based-on-the-redis-stream-type-ccf273554178: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21352,8 +22571,8 @@ https://betterprogramming.pub/the-perfect-message-queue-solution-based-on-the-re v2_locations: - message-queue.md year: N/A - addition_method: manual https://betterprogramming.pub/the-pros-and-cons-monorepos-explained-f86c998392e1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21367,8 +22586,8 @@ https://betterprogramming.pub/the-pros-and-cons-monorepos-explained-f86c998392e1 v2_locations: - git.md year: N/A - addition_method: manual https://betterprogramming.pub/the-underestimated-importance-of-clear-code-ownership-baed758e47b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21382,8 +22601,8 @@ https://betterprogramming.pub/the-underestimated-importance-of-clear-code-owners v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://betterprogramming.pub/this-is-why-you-should-use-tortoise-orm-in-your-python-projects-a3897dc5309e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21398,8 +22617,8 @@ https://betterprogramming.pub/this-is-why-you-should-use-tortoise-orm-in-your-py v2_locations: - python.md year: N/A - addition_method: manual https://betterprogramming.pub/understanding-kubernetes-multi-container-pod-patterns-577f74690aee: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21413,8 +22632,8 @@ https://betterprogramming.pub/understanding-kubernetes-multi-container-pod-patte v2_locations: - kubernetes.md year: N/A - addition_method: manual https://betterprogramming.pub/when-should-you-self-host-ci-tools-330fc38d2a6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21428,8 +22647,8 @@ https://betterprogramming.pub/when-should-you-self-host-ci-tools-330fc38d2a6: v2_locations: - cicd.md year: N/A - addition_method: manual https://betterprogramming.pub/why-working-on-cloud-vs-mobile-edge-is-so-different-e32930f1c801: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21444,9 +22663,9 @@ https://betterprogramming.pub/why-working-on-cloud-vs-mobile-edge-is-so-differen v2_locations: - 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kubernetes-operators-controllers.md year: N/A - addition_method: manual https://betterprogramming.pub/yaml-tutorial-get-started-with-yaml-in-5-minutes-549d462972d8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21505,8 +22724,8 @@ https://betterprogramming.pub/yaml-tutorial-get-started-with-yaml-in-5-minutes-5 v2_locations: - yaml.md year: N/A - addition_method: manual https://betterstack.com/community/comparisons/kubernetes-monitoring-tools: + addition_method: manual ai_summary: A comparative overview analyzing ten leading Kubernetes monitoring solutions. Contrasts self-hosted open-source deployments with managed APM SaaS platforms, evaluating features, maintenance costs, and ingestion limits. @@ -21533,8 +22752,8 @@ https://betterstack.com/community/comparisons/kubernetes-monitoring-tools: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://bgjar.com: + addition_method: manual ai_summary: Flexible programmatic SVG background generator outputting lightweight background vector assets. Accelerates application load times by replacing rasterized UI files with scale-independent mathematical lines. @@ -21561,8 +22780,8 @@ https://bgjar.com: v2_locations: - javascript.md year: N/A - addition_method: manual https://bhupesh.me/publishing-my-first-ever-dockerfile-optimization-ugit: + addition_method: manual content_hash: b43edfc89ce4847cbfce760d098a7ffa27af64c9b00bdea38b02ce3bc73ebd7a description: '' health_score: 100.0 @@ -21579,8 +22798,8 @@ https://bhupesh.me/publishing-my-first-ever-dockerfile-optimization-ugit: v2_locations: - docker.md year: N/A - addition_method: manual https://bikeshed.thoughtbot.com: + addition_method: manual content_hash: 8f48ea736ff757a0ba2d39365367f32733c0455258d3dd43e50d97fcacd96d55 health_score: 100.0 last_checked: 1779130494.974208 @@ -21592,8 +22811,8 @@ https://bikeshed.thoughtbot.com: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://binero.com/observability: + addition_method: manual content_hash: 22ac184333b6cd6788c7f03496424550ef6a960ed77833039d0744f965a20477 health_score: 100.0 last_checked: 1779130495.021756 @@ -21605,8 +22824,8 @@ https://binero.com/observability: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://binx.io/2022/07/13/working-with-aws-permission-policies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21620,8 +22839,8 @@ https://binx.io/2022/07/13/working-with-aws-permission-policies: v2_locations: - aws-security.md year: N/A - addition_method: manual https://bishopfox.com/blog/kubernetes-pod-privilege-escalation: + addition_method: manual ai_summary: A highly regarded technical teardown of container privilege escalation paths within Kubernetes. It details how threat actors leverage misconfigured Pod Security Standards (e.g., hostPath, privileged flags, capAdd) to compromise node @@ -21643,8 +22862,8 @@ https://bishopfox.com/blog/kubernetes-pod-privilege-escalation: v2_locations: - kubernetes-security.md year: '2021' - addition_method: manual https://bit.ly/kube-tools-1: + addition_method: manual content_hash: 1a4bf0b0e6698e92ec92122f9ee91d04850d62a93d493bda07d7ae77506d975f description: '' health_score: 100.0 @@ -21654,8 +22873,8 @@ https://bit.ly/kube-tools-1: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://bit.ly/kubeappserver: + addition_method: manual content_hash: 0a82ab89d696c6b63a84af52d02204f78353382e4034e81b1ebf90ad7ef6a739 description: '' health_score: 100.0 @@ -21666,8 +22885,8 @@ https://bit.ly/kubeappserver: v1_locations: - docs/faq.md year: N/A - addition_method: manual https://bitbucket.org: + addition_method: manual ai_summary: Atlassian's primary enterprise Git hosting platform, offering tight integration with Jira and Confluence. 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Kept strictly up-to-date, Bitnami's repository provides secure, multi-architecture-supported templates for enterprise stack deployment. @@ -21790,8 +23009,8 @@ https://bitnami.com/stacks?stack=helm: v2_locations: - helm.md year: '2026' - addition_method: manual https://biztechmagazine.com/article/2021/07/6-steps-improved-api-security: + addition_method: manual content_hash: 5680754f7d4460e5c0e4f41ad8fa608d436be49134af086810a76d2ac9198922 description: '' health_score: 100.0 @@ -21807,8 +23026,8 @@ https://biztechmagazine.com/article/2021/07/6-steps-improved-api-security: v2_locations: - api.md year: N/A - addition_method: manual https://blackbird.a8r.io: + addition_method: manual ai_summary: Ambassador K8S Initializer is a browser-based wizard that creates custom templates for ingress rules, TLS configurations, and Kubernetes manifests, lowering initial administrative hurdles. @@ -21829,8 +23048,8 @@ https://blackbird.a8r.io: v2_locations: - scaffolding.md year: '2023' - addition_method: manual https://blackbird.a8r.io/initializer: + addition_method: manual health_score: 64.0 last_checked: 1779130494.964061 review_metadata: @@ -21845,8 +23064,8 @@ https://blackbird.a8r.io/initializer: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://blazemeter.com/blog/three-ways-devops-benefit-aws-codepipeline: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21860,22 +23079,22 @@ https://blazemeter.com/blog/three-ways-devops-benefit-aws-codepipeline: v2_locations: - aws-devops.md year: N/A - addition_method: manual https://blocksandfiles.com/2020/01/30/kasten-k10-kubernetes-container-protection: + addition_method: manual content_hash: 009927989f37716a4096d75e7a48b307d7027fd6a6a45e2a9f2d729719484e38 health_score: 100.0 last_checked: 1779032883.09503 v1_locations: - docs/kubernetes-backup-migrations.md - addition_method: manual https://blocksandfiles.com/2020/06/05/ibm-spectrum-protect-plus: + addition_method: manual content_hash: d1f8113c18be1d713ec5496daf412e82d02393742f6be34e8434a0f0c63ff49d health_score: 100.0 last_checked: 1779030586.087425 v1_locations: - docs/kubernetes-backup-migrations.md - addition_method: manual https://blocksandfiles.com/2020/06/23/lightbits-labs-adds-kubernetes-table-stakes-csi-support: + addition_method: manual content_hash: 7ddf27a8e5114db682d4b1c06e08a66813e44a630c5eee5de240e174fbf5aca7 description: '' health_score: 100.0 @@ -21886,8 +23105,8 @@ https://blocksandfiles.com/2020/06/23/lightbits-labs-adds-kubernetes-table-stake v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://blocksandfiles.com/2020/07/21/kubernetes-stateful-status: + addition_method: manual content_hash: decaa900a070ae7f1f5214e8f04900d2d92622f205876ddb2c0ab3d4dcef4577 description: '' health_score: 100.0 @@ -21898,15 +23117,15 @@ https://blocksandfiles.com/2020/07/21/kubernetes-stateful-status: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://blocksandfiles.com/2020/12/10/trilio-funding: + addition_method: manual content_hash: 667889df30f483ed8b16d1f2efee49cc41c6759234d06cd5cd22eeeb9a40b8ad health_score: 100.0 last_checked: 1779029559.043597 v1_locations: - docs/kubernetes-backup-migrations.md - addition_method: manual https://blocksandfiles.com/2020/12/22/the-storageless-storage-paradox: + addition_method: manual content_hash: 77964f82c6495fa5cd9056e4149397113a3f2b9867e959cd05912e98cc84234f description: '' health_score: 100.0 @@ -21917,8 +23136,8 @@ https://blocksandfiles.com/2020/12/22/the-storageless-storage-paradox: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://blocksandfiles.com/2021/01/27/red-hat-openshift-container-storage-backup: + addition_method: manual content_hash: 2c5443d7dc6dbc75208fbe1f3b6995c448b37b26ca0cbf2007cbb8dcdf903f24 description: '' health_score: 100.0 @@ -21930,8 +23149,8 @@ https://blocksandfiles.com/2021/01/27/red-hat-openshift-container-storage-backup v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://blocksandfiles.com/2021/08/05/kubernetes-storage-chinese-vendor-smartxs-iomesh-beats-portworx-longhorn-and-openebs: + addition_method: manual content_hash: 568c498e6ae20bb1f6c9cc0a1da3a7b44afd26d684c4f6e24b0edc91f3a9f191 description: '' health_score: 100.0 @@ -21943,8 +23162,8 @@ https://blocksandfiles.com/2021/08/05/kubernetes-storage-chinese-vendor-smartxs- v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://blog.abaganon.com/going-global-with-kubernetes-490cf51e2bf8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21958,8 +23177,8 @@ https://blog.abaganon.com/going-global-with-kubernetes-490cf51e2bf8: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.acethecloud.com/a-step-by-step-guide-to-calculating-slas-slis-and-slos-for-your-it-services-6f0a07b67bb5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21974,8 +23193,8 @@ https://blog.acethecloud.com/a-step-by-step-guide-to-calculating-slas-slis-and-s v2_locations: - sre.md year: N/A - addition_method: manual https://blog.acethecloud.com/the-kubernetes-handbook-a-comprehensive-guide-of-100-q-a-e680199e6e22: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -21990,8 +23209,8 @@ https://blog.acethecloud.com/the-kubernetes-handbook-a-comprehensive-guide-of-10 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.adnansiddiqi.me/create-your-first-rest-api-in-fastapi: + addition_method: manual content_hash: f958572560bd65556e85614cbc8e241026aa80fb1af2de9cc551b51fc38c1016 health_score: 100.0 last_checked: 1779031759.56298 @@ -22003,8 +23222,8 @@ https://blog.adnansiddiqi.me/create-your-first-rest-api-in-fastapi: - docs/python.md v2_locations: - python.md - addition_method: manual https://blog.adnansiddiqi.me/getting-started-with-elasticsearch-7-in-python: + addition_method: manual content_hash: d1ab7edf2a53bc2d07fa99e781f9eafba4648328d2ef27628e7b8b92432051ae health_score: 100.0 last_checked: 1779029140.208506 @@ -22016,8 +23235,8 @@ https://blog.adnansiddiqi.me/getting-started-with-elasticsearch-7-in-python: - docs/python.md v2_locations: - python.md - addition_method: manual https://blog.adoptium.net/2021/08/using-jlink-in-dockerfiles: + addition_method: manual content_hash: 2d7547db4cb926da1c7e589cd57f48a1855fafc890bce2edb3ec5f141e836b7f description: '' health_score: 100.0 @@ -22028,8 +23247,8 @@ https://blog.adoptium.net/2021/08/using-jlink-in-dockerfiles: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://blog.adoptopenjdk.net/2020/06/adoptopenjdk-11-new-default: + addition_method: manual content_hash: f37ac566c0fc667f77bd81d8b82a64bf837724cdb2f6f6ffa279454a3a6746b0 description: '' health_score: 100.0 @@ -22045,8 +23264,8 @@ https://blog.adoptopenjdk.net/2020/06/adoptopenjdk-11-new-default: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://blog.aenix.io/argo-cd-vs-flux-cd-7b1d67a246ca: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22060,8 +23279,8 @@ https://blog.aenix.io/argo-cd-vs-flux-cd-7b1d67a246ca: v2_locations: - flux.md year: N/A - addition_method: manual https://blog.aks.azure.com/2025/04/02/Scaling-Kubernetes-for-AI-and-Data-intensive-Workloads: + addition_method: manual ai_summary: Deep dives into Azure Kubernetes Service (AKS) Fleet Manager strategies to run multi-cluster AI workloads. Outlines global routing, high-density scheduling optimizations, and cross-cluster resource synchronization required for distributed @@ -22093,8 +23312,8 @@ https://blog.aks.azure.com/2025/04/02/Scaling-Kubernetes-for-AI-and-Data-intensi - ai.md - azure.md year: '2025' - addition_method: manual https://blog.akuity.io/unveil-the-secret-ingredients-of-continuous-delivery-at-enterprise-scale-with-argo-cd-7c5b4057ee49: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22109,8 +23328,8 @@ https://blog.akuity.io/unveil-the-secret-ingredients-of-continuous-delivery-at-e v2_locations: - argo.md year: N/A - addition_method: manual https://blog.alexellis.io/a-bit-of-istio-before-tea-time: + addition_method: manual content_hash: 6428c7d974ba5aaa0c540ee4e74671a6dafcc598b47e51da55c32499900619e9 description: '' health_score: 100.0 @@ -22126,8 +23345,8 @@ https://blog.alexellis.io/a-bit-of-istio-before-tea-time: v2_locations: - demos.md year: N/A - addition_method: manual https://blog.alexellis.io/bare-metal-kubernetes-with-k3s: + addition_method: manual content_hash: c6fd6e5766ea6f12134d70afd594718a592355baf1b257768783b93f296b4e51 description: '' health_score: 100.0 @@ -22143,8 +23362,8 @@ https://blog.alexellis.io/bare-metal-kubernetes-with-k3s: v2_locations: - rancher.md year: N/A - addition_method: manual https://blog.alexellis.io/building-containers-without-docker: + addition_method: manual content_hash: e4090e1e1b6ff5d8374bc7873941ec5798edfb2c8d3713c7ac1098c5ea08c797 description: '' health_score: 100.0 @@ -22162,8 +23381,8 @@ https://blog.alexellis.io/building-containers-without-docker: - container-managers.md - docker.md year: N/A - addition_method: manual https://blog.alexellis.io/get-private-kubectl-access-anywhere: + addition_method: manual content_hash: f0fbd85d08cfb67d07984504f3ceacf5fcebc69355cd7525b9d45a4aa8199ac4 description: '' health_score: 100.0 @@ -22181,8 +23400,8 @@ https://blog.alexellis.io/get-private-kubectl-access-anywhere: - kubectl-commands.md - kubernetes-networking.md year: N/A - addition_method: manual https://blog.alexellis.io/ingress-for-your-local-kubernetes-cluster: + addition_method: manual content_hash: 8db0f31edf391041032e498d22d047acd5a9ea2101ebdaa82500ac204d25a43f description: '' health_score: 100.0 @@ -22198,8 +23417,8 @@ https://blog.alexellis.io/ingress-for-your-local-kubernetes-cluster: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.alexellis.io/primer-accessing-kubernetes-services: + addition_method: manual content_hash: 8f965e90ff516383e0a840a22fbfd14cb326d929734a994752132a0f68c7c926 description: '' health_score: 100.0 @@ -22215,8 +23434,8 @@ https://blog.alexellis.io/primer-accessing-kubernetes-services: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.alexellis.io/troubleshooting-on-kubernetes: + addition_method: manual content_hash: a5764b02a2dd3ae91235ae94a8e613fa6ba5c804dd50b3d0b99ec7e486fc78d7 description: '' health_score: 100.0 @@ -22232,8 +23451,8 @@ https://blog.alexellis.io/troubleshooting-on-kubernetes: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://blog.alexellis.io/what-if-your-pods-need-to-trust-self-signed-certificates: + addition_method: manual ai_summary: Evaluates options for mounting and trusting custom or self-signed Root Certificate Authorities (CAs) inside container environments. Curator insight shows practical configurations for injecting custom root stores through init containers @@ -22262,8 +23481,8 @@ https://blog.alexellis.io/what-if-your-pods-need-to-trust-self-signed-certificat v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.alluxi.com/8-habilidades-que-necesitas-para-ser-un-gran-programador-python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22278,8 +23497,8 @@ https://blog.alluxi.com/8-habilidades-que-necesitas-para-ser-un-gran-programador v2_locations: - python.md year: N/A - addition_method: manual https://blog.alterway.fr/en/building-a-continious-deployment-pipeline-with-kubernetes-and-concourse-ci.html: + addition_method: manual content_hash: de69c25e2dd9f5f785ec4290b72638f8306a2e2926845d76bfb60c66de52962d description: '' health_score: 100.0 @@ -22295,8 +23514,8 @@ https://blog.alterway.fr/en/building-a-continious-deployment-pipeline-with-kuber v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://blog.amhaish.com/observing-the-k8-cluster-using-elk-stack-7d4264fdb0e3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22310,9 +23529,9 @@ https://blog.amhaish.com/observing-the-k8-cluster-using-elk-stack-7d4264fdb0e3: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual ? https://blog.annamcdougall.com/git-workflow-tutorial-start-using-git-today-with-basic-git-commands-ckdc1nvfs02zp66s1d4zydz47 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031576.371468 @@ -22326,8 +23545,8 @@ https://blog.amhaish.com/observing-the-k8-cluster-using-elk-stack-7d4264fdb0e3: v2_locations: - git.md year: N/A - addition_method: manual https://blog.antoinechoula.ga/native-eks-ingress-with-aws-load-balancer-controller: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22341,8 +23560,8 @@ https://blog.antoinechoula.ga/native-eks-ingress-with-aws-load-balancer-controll v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.appdynamics.com/cloud/a-guide-to-performance-challenges-with-aws-ec2-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22356,8 +23575,8 @@ https://blog.appdynamics.com/cloud/a-guide-to-performance-challenges-with-aws-ec v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://blog.appsignal.com/2021/01/06/microservices-monitoring-using-namespaces-for-data-structuring.html: + addition_method: manual content_hash: 9a3bad4d57b044b78d01511196e63123fc096e43aff3946e5297cd21be7c2e92 description: '' health_score: 100.0 @@ -22374,8 +23593,8 @@ https://blog.appsignal.com/2021/01/06/microservices-monitoring-using-namespaces- v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.appstack.one/how-to-run-ghost-blog-inside-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22389,8 +23608,8 @@ https://blog.appstack.one/how-to-run-ghost-blog-inside-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.aquasec.com/advanced-persistent-threat-techniques-container-attacks: + addition_method: manual ai_summary: 'An in-depth analysis of how advanced threat actors utilize system call injection and container escapes inside clusters. Contrast: Curator Insight focuses on container engine configuration vulnerabilities, while Live Grounding confirms @@ -22419,8 +23638,8 @@ https://blog.aquasec.com/advanced-persistent-threat-techniques-container-attacks v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.aquasec.com/container-isolation-techniques: + addition_method: manual content_hash: 303ed5afff179f14bb43eed661ef6c2b9cf968333e64bc6f93884837683a9916 description: '' health_score: 100.0 @@ -22435,8 +23654,8 @@ https://blog.aquasec.com/container-isolation-techniques: v2_locations: - docker.md year: N/A - addition_method: manual https://blog.aquasec.com/docker-official-images: + addition_method: manual ai_summary: An in-depth security analysis comparing vulnerabilities found across popular Docker Hub official base images using Trivy. The study provides concrete metrics on the security posture of standard runtime environments, advocating for @@ -22464,8 +23683,8 @@ https://blog.aquasec.com/docker-official-images: v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.aquasec.com/kubernetes-ui-tools-security-threat: + addition_method: manual ai_summary: Crucial security review warning how misconfigured visual cluster admin panels can act as Remote Access Tools (RATs) for malicious actors to execute arbitrary code. @@ -22492,8 +23711,8 @@ https://blog.aquasec.com/kubernetes-ui-tools-security-threat: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://blog.aquasec.com/kubernetes-version-1.23-security-features: + addition_method: manual content_hash: 7301b24d7a81bcd7819a6a8f1b18614a3f8e2194c70f495088c3d52825b80e57 description: '' health_score: 100.0 @@ -22508,8 +23727,8 @@ https://blog.aquasec.com/kubernetes-version-1.23-security-features: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e97c9321: + addition_method: manual ai_summary: Showcases modern Git commands introduced in recent releases, such as 'git switch', 'git restore', and the powerful multi-worktree setup via 'git worktree'. These capabilities allow developers to manage contextual changes and concurrent @@ -22537,8 +23756,8 @@ https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e9 v2_locations: - git.md year: N/A - addition_method: manual https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc: + addition_method: manual ai_summary: 'Curator Insight: Investigates patterns to ensure high-scale reliability when running millions of tasks inside Argo Workflows. Live Grounding: Analyzes garbage collection strategies, rate limiting, retry policies, and how to scale @@ -22565,8 +23784,8 @@ https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc: v2_locations: - argo.md year: N/A - addition_method: manual https://blog.argoproj.io/best-practices-for-multi-tenancy-in-argo-cd-273e25a047b0: + addition_method: manual ai_summary: Official best practices outlining multi-tenant cluster boundaries in Argo CD, explaining AppProjects configurations to isolate resources and limit cluster access vectors safely. @@ -22593,8 +23812,8 @@ https://blog.argoproj.io/best-practices-for-multi-tenancy-in-argo-cd-273e25a047b v2_locations: - argo.md year: N/A - addition_method: manual https://blog.argoproj.io/getting-started-with-applicationsets-9c961611bcf0: + addition_method: manual content_hash: d15ae5a8118854cbbddaa9945d10799dd3eab58276f910e4f1fa5cb44444b4f7 description: '' health_score: 100.0 @@ -22609,8 +23828,8 @@ https://blog.argoproj.io/getting-started-with-applicationsets-9c961611bcf0: v2_locations: - demos.md year: N/A - addition_method: manual https://blog.argoproj.io/introducing-the-applicationset-controller-for-argo-cd-982e28b62dc5: + addition_method: manual content_hash: 1498fdf92ed29e4859ae7e8d08e26fa076ae13a9e76fe4acffe5aee76d4f715f description: '' health_score: 100.0 @@ -22625,8 +23844,8 @@ https://blog.argoproj.io/introducing-the-applicationset-controller-for-argo-cd-9 v2_locations: - demos.md year: N/A - addition_method: manual https://blog.argoproj.io/introducing-the-appsource-controller-for-argocd-52f21d28d643: + addition_method: manual content_hash: 0976cdb987e570d0b1d8f698377cb28a496ab1300c3ef2c53a76420f541b57bb description: '' health_score: 100.0 @@ -22641,8 +23860,8 @@ https://blog.argoproj.io/introducing-the-appsource-controller-for-argocd-52f21d2 v2_locations: - demos.md year: N/A - addition_method: manual https://blog.argoproj.io/new-sync-and-diff-strategies-in-argocd-44195d3f8b8c: + addition_method: manual ai_summary: Examines advanced diff and sync customization in modern Argo CD versions, clarifying sync waves and resource skip behaviors for complex helm-based applications. complexity: Advanced @@ -22667,8 +23886,8 @@ https://blog.argoproj.io/new-sync-and-diff-strategies-in-argocd-44195d3f8b8c: v2_locations: - argo.md year: N/A - addition_method: manual https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce: + addition_method: manual ai_summary: 'Curator Insight: An authoritative security hardening guide designed to lock down Argo Workflows inside shared multi-tenant environments. Live Grounding: Focuses on strict RBAC roles, container security contexts, namespace network policies, @@ -22695,8 +23914,8 @@ https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce: v2_locations: - argo.md year: N/A - addition_method: manual https://blog.argoproj.io/whats-new-in-argo-workflows-v3-3-dd051d2f1c7: + addition_method: manual ai_summary: 'Curator Insight: Outlines the major architectural enhancements and UI features released in Argo Workflows version 3.3. Live Grounding: Highlights key security patches, multi-template updates, and visual enhancements designed @@ -22723,8 +23942,8 @@ https://blog.argoproj.io/whats-new-in-argo-workflows-v3-3-dd051d2f1c7: v2_locations: - argo.md year: N/A - addition_method: manual https://blog.arkey.fr/2020/06/28/using-jdk-flight-recorder-and-jdk-mission-control: + addition_method: manual content_hash: c40e85908155da699b1faae2be6e4447e09fb11aeab57f86b429f2036567d868 description: '' health_score: 100.0 @@ -22740,8 +23959,8 @@ https://blog.arkey.fr/2020/06/28/using-jdk-flight-recorder-and-jdk-mission-contr v2_locations: - monitoring.md year: N/A - addition_method: manual https://blog.ashwinchat.com/9-months-of-full-time-vim: + addition_method: manual ai_summary: 'A developer''s personal case study evaluating the operational gains, transition challenges, and configuration tuning of migrating entirely to Neovim paired with Tmux for daily software development. Double-Evidence: This report @@ -22772,8 +23991,8 @@ https://blog.ashwinchat.com/9-months-of-full-time-vim: v2_locations: - linux.md year: N/A - addition_method: manual https://blog.asmartbear.com/slc.html: + addition_method: manual content_hash: 6c0fc590a19170eb8a4c3b8f9994ee19d3a4f1642d03c3aceb136a207099be47 description: '' health_score: 100.0 @@ -22789,8 +24008,8 @@ https://blog.asmartbear.com/slc.html: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://blog.awsfundamentals.com/aws-lambda-with-terraform: + addition_method: manual content_hash: a4ca5d1f961aa495c78890348841d90c637edea12fd961d96a9d4998f6a8db6c description: '' health_score: 100.0 @@ -22802,8 +24021,8 @@ https://blog.awsfundamentals.com/aws-lambda-with-terraform: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://blog.awsfundamentals.com/aws-s3-rm-removing-files: + addition_method: manual content_hash: 769d1ad539daa9d4c8f4a9bfdc75c86bec8cb096c4e9069638f51c990ffa4778 description: '' health_score: 100.0 @@ -22815,8 +24034,8 @@ https://blog.awsfundamentals.com/aws-s3-rm-removing-files: v1_locations: - docs/aws-tools-scripts.md year: N/A - addition_method: manual https://blog.awsfundamentals.com/aws-s3-sync: + addition_method: manual content_hash: 3d1afe6db2f21d80c107552463a1344157332015f984db94a97c76778d8c82fe description: '' health_score: 100.0 @@ -22828,8 +24047,8 @@ https://blog.awsfundamentals.com/aws-s3-sync: - docs/aws-storage.md - docs/aws-tools-scripts.md year: N/A - addition_method: manual https://blog.awsfundamentals.com/using-s3-with-terraform: + addition_method: manual content_hash: 8e0d4eb5e5e92f39257257cd278c94c44b4b786075d3e4e342e49905919de4ae description: '' health_score: 100.0 @@ -22840,8 +24059,8 @@ https://blog.awsfundamentals.com/using-s3-with-terraform: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://blog.axiomio.com/seven-kubernetes-trends-to-watch-in-upcoming-years-e7d48e86c614: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22855,8 +24074,8 @@ https://blog.axiomio.com/seven-kubernetes-trends-to-watch-in-upcoming-years-e7d4 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.axway.com/hybrid-integration/whats-ipaas: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22870,8 +24089,8 @@ https://blog.axway.com/hybrid-integration/whats-ipaas: v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.azurebrains.com: + addition_method: manual content_hash: ad401755442b929d57d65c3711aa499a287595dd2580559ea23647698b7c0d1a health_score: 100.0 last_checked: 1779130495.022912 @@ -22882,8 +24101,8 @@ https://blog.azurebrains.com: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://blog.azurebrains.com/despliega-azure-function-terraform-azuredevops: + addition_method: manual health_score: 64.0 last_checked: 1779130494.938036 review_metadata: @@ -22894,8 +24113,8 @@ https://blog.azurebrains.com/despliega-azure-function-terraform-azuredevops: status: review_required v1_locations: - docs/azure.md - addition_method: manual https://blog.baeke.info/2022/06/02/trying-out-draft-2-on-aks: + addition_method: manual content_hash: 14c463ff8a68067856a25004c06bb2b0df9767e858aeb6c55b06cd1225057799 description: '' health_score: 100.0 @@ -22906,8 +24125,8 @@ https://blog.baeke.info/2022/06/02/trying-out-draft-2-on-aks: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.baeke.info/2022/11/24/aks-workload-identity-revisited: + addition_method: manual content_hash: 80ab8d6dbbba013035979cc96899f41e021402649e69a33632580ab3256e041b description: '' health_score: 100.0 @@ -22918,8 +24137,8 @@ https://blog.baeke.info/2022/11/24/aks-workload-identity-revisited: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.balasundar.com/automate-git-operations-using-python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22933,8 +24152,8 @@ https://blog.balasundar.com/automate-git-operations-using-python: v2_locations: - git.md year: N/A - addition_method: manual https://blog.balasundar.com/run-postman-collections-using-newman-and-python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22948,8 +24167,8 @@ https://blog.balasundar.com/run-postman-collections-using-newman-and-python: v2_locations: - postman.md year: N/A - addition_method: manual https://blog.bandowski.eu/tools-that-should-be-used-in-every-kubernetes-cluster-38969ed3e603: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -22964,8 +24183,8 @@ https://blog.bandowski.eu/tools-that-should-be-used-in-every-kubernetes-cluster- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.bigdataboutique.com/2021/07/tuning-elasticsearch-the-ideal-java-heap-size-2toq2j: + addition_method: manual content_hash: 5d8dc2c9c23e5cedbdc0703b26605b8dfe93b10ae967e6b4c6881b5feb0bfa7b description: '' health_score: 100.0 @@ -22980,8 +24199,8 @@ https://blog.bigdataboutique.com/2021/07/tuning-elasticsearch-the-ideal-java-hea v2_locations: - monitoring.md year: N/A - addition_method: manual https://blog.bitsrc.io/api-vs-microservices-are-you-using-2-terms-for-the-same-concept-b51f13f5974e: + addition_method: manual content_hash: 377b1d9c112aa6baec79bd00d25b758c1a575fe5b4a0dd598c261b0fe3514a61 description: '' health_score: 100.0 @@ -22997,8 +24216,8 @@ https://blog.bitsrc.io/api-vs-microservices-are-you-using-2-terms-for-the-same-c v2_locations: - api.md year: N/A - addition_method: manual https://blog.bitsrc.io/best-practices-for-writing-a-dockerfile-68893706c3: + addition_method: manual content_hash: e9336c292264bb11fca113a40550574b41302efe85e7d32128bf6defdd36b47c description: '' health_score: 100.0 @@ -23013,8 +24232,8 @@ https://blog.bitsrc.io/best-practices-for-writing-a-dockerfile-68893706c3: v2_locations: - docker.md year: N/A - addition_method: manual https://blog.bitsrc.io/ci-cd-best-practices-bca0ef665677: + addition_method: manual ai_summary: 'Curator Insight: Practical recommendations for maximizing the performance and security of delivery loops. Live Grounding: Advocates for shifting security left, treating pipelines as code, and prioritizing short-lived feature branches. @@ -23041,8 +24260,8 @@ https://blog.bitsrc.io/ci-cd-best-practices-bca0ef665677: v2_locations: - cicd.md year: N/A - addition_method: manual https://blog.bitsrc.io/deep-dive-into-websockets-e6c4c7622423: + addition_method: manual content_hash: a97df1a28d941d6ed1ae7f0ce9cd01b582c5d44e71b70de59c3afcf531a2e8cd description: '' health_score: 100.0 @@ -23057,8 +24276,8 @@ https://blog.bitsrc.io/deep-dive-into-websockets-e6c4c7622423: v2_locations: - api.md year: N/A - addition_method: manual https://blog.bitsrc.io/google-chrome-experimental-features-for-developers-a9a7cc9d1b30: + addition_method: manual content_hash: cfec9308d91fa9ce7b588f32686b0952d1b87c7f30cb31da991af88ccff54bdf description: '' health_score: 100.0 @@ -23073,8 +24292,8 @@ https://blog.bitsrc.io/google-chrome-experimental-features-for-developers-a9a7cc v2_locations: - ChromeDevTools.md year: N/A - addition_method: manual https://blog.bitsrc.io/implementing-microservices-with-cqrs-2cecb0b09c66: + addition_method: manual content_hash: 8599be60ec1174446dae8fef32d067cd7e136fc62bcd1aa7ba2c63a001efe8ff description: '' health_score: 100.0 @@ -23090,8 +24309,8 @@ https://blog.bitsrc.io/implementing-microservices-with-cqrs-2cecb0b09c66: v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.bitsrc.io/not-all-microservices-need-to-be-rest-3-alternatives-to-the-classic-41cedbf1a907: + addition_method: manual content_hash: af807c9a0e78bd23cf1c8e312277651d3c08e2f8ff485570c4e160640b337422 description: '' health_score: 100.0 @@ -23107,8 +24326,8 @@ https://blog.bitsrc.io/not-all-microservices-need-to-be-rest-3-alternatives-to-t v2_locations: - api.md year: N/A - addition_method: manual https://blog.bitsrc.io/why-microservices-should-use-event-sourcing-9755a54ebfb4: + addition_method: manual ai_summary: Argues the case for event sourcing as a primary mechanism to store state in distributed microservice topologies. It highlights capabilities such as complete audit trails, high-performance writes, and historical state reconstruction. The @@ -23137,8 +24356,8 @@ https://blog.bitsrc.io/why-microservices-should-use-event-sourcing-9755a54ebfb4: v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.bitsrc.iogithub-actions-or-jenkins-making-the-right-choice-for-you-9ac774684c8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -23152,8 +24371,8 @@ https://blog.bitsrc.iogithub-actions-or-jenkins-making-the-right-choice-for-you- v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://blog.brujordet.no/post/homelab/using_custom_hardware_in_kubernetes: + addition_method: manual content_hash: ba1af04c007925193a049e9383ec2d73155ce4311d4c59cbe3c457e5edac52e4 description: '' health_score: 100.0 @@ -23169,8 +24388,8 @@ https://blog.brujordet.no/post/homelab/using_custom_hardware_in_kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.byte.builders/post/openshift-mongodb: + addition_method: manual content_hash: 4bcce4ae8b0915607c565508ed17c7d5352086e21a44a81ac7c1d87ca7950c85 description: '' health_score: 100.0 @@ -23181,8 +24400,8 @@ https://blog.byte.builders/post/openshift-mongodb: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://blog.bytebytego.com/p/ep94-rest-api-cheatsheet: + addition_method: manual content_hash: 750d90b0b0b1fc9b00c24e1f84e73ff6fe46e4a17380230af2961366a66b2edc description: '' health_score: 100.0 @@ -23198,8 +24417,8 @@ https://blog.bytebytego.com/p/ep94-rest-api-cheatsheet: v2_locations: - api.md year: N/A - addition_method: manual https://blog.chainguard.dev/cosign-verify-ecs: + addition_method: manual content_hash: 83e7fc1ec4acd2accf2dce9d6ad6c895266066e49c15ee6381e396a6cc72269e description: '' health_score: 100.0 @@ -23210,8 +24429,8 @@ https://blog.chainguard.dev/cosign-verify-ecs: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://blog.christianposta.com/kubernetes/logging-into-a-kubernetes-cluster-with-kubectl: + addition_method: manual ai_summary: 'Curator Insight: Practical deep dive by Christian Posta detailing kubectl token flow and login mechanisms. Live Grounding: Explains underlying client certificate and token caching, helping developers debug authorization blockages.' @@ -23239,8 +24458,8 @@ https://blog.christianposta.com/kubernetes/logging-into-a-kubernetes-cluster-wit v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.christianposta.com/microservices/do-i-need-an-api-gateway-if-i-have-a-service-mesh: + addition_method: manual content_hash: 9020e0eb8a225f788a4d4bc3f0b39833b5c61c015a63b02d8d4780f9ad050cbd description: '' health_score: 100.0 @@ -23258,8 +24477,8 @@ https://blog.christianposta.com/microservices/do-i-need-an-api-gateway-if-i-have - api.md - servicemesh.md year: N/A - addition_method: manual https://blog.christianposta.com/microservices/istio-as-an-example-of-when-not-to-do-microservices: + addition_method: manual ai_summary: A classic architectural review using Istio's evolution as a case study. Examines how complex microservice structures can cause over-engineering, tracing Istio's transition back to a unified control plane binary (Istiod). @@ -23286,8 +24505,8 @@ https://blog.christianposta.com/microservices/istio-as-an-example-of-when-not-to v2_locations: - istio.md year: N/A - addition_method: manual https://blog.christophetd.fr/shifting-cloud-security-left-scanning-infrastructure-as-code-for-security-issues: + addition_method: manual ai_summary: 'A deep-dive analysis on shifting cloud security left by scanning Infrastructure as Code (IaC) templates for misconfigurations before deployment. Contrast: Curator Insight targets traditional static code checks, while Live Grounding validates @@ -23317,8 +24536,8 @@ https://blog.christophetd.fr/shifting-cloud-security-left-scanning-infrastructur v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.cloud-mercato.com/aws-m6i-the-why-you-should-abandon-your-m5: + addition_method: manual content_hash: a15f6556595ad7dae917c3f0ae80b585061fd2af4b2f5e44909ec2dffac80a65 description: '' health_score: 100.0 @@ -23334,8 +24553,8 @@ https://blog.cloud-mercato.com/aws-m6i-the-why-you-should-abandon-your-m5: v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb: + addition_method: manual ai_summary: A deep-dive introducing `pycurlb`, a fast performance tool wrapping libcurl for rapid HTTP request benchmarking in Python. Explores real-world performance results and technical comparisons. @@ -23364,8 +24583,8 @@ https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb: - performance-testing-with-jenkins-and-jmeter.md - monitoring.md year: N/A - addition_method: manual https://blog.cloud63.fr/landing-zone-networking-using-terraform: + addition_method: manual content_hash: d936da635fbab0f5d7d5c933484f8653dc2002d89519f70b92e045e5cec9129b description: '' health_score: 100.0 @@ -23381,8 +24600,8 @@ https://blog.cloud63.fr/landing-zone-networking-using-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.cloudacode.com/how-to-autoscale-kubernetes-pods-based-on-ingress-request-prometheus-keda-and-k6-84ae4250a9f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -23397,8 +24616,8 @@ https://blog.cloudacode.com/how-to-autoscale-kubernetes-pods-based-on-ingress-re v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://blog.clouddrove.com/aws-eks-blue-green-deployment-with-best-practices-99be4b7baa38: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -23412,8 +24631,8 @@ https://blog.clouddrove.com/aws-eks-blue-green-deployment-with-best-practices-99 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.cloudera.com/scalability-of-kafka-messaging-using-consumer-groups: + addition_method: manual content_hash: 7bb8364f3489bbc3a2fbe534bda2709f846cb5751cdd208fc42acb056db1d604 description: '' health_score: 100.0 @@ -23424,8 +24643,8 @@ https://blog.cloudera.com/scalability-of-kafka-messaging-using-consumer-groups: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://blog.cloudflare.com/automatic-remediation-of-kubernetes-nodes: + addition_method: manual content_hash: 15ba453427e2395d433e8712c78854a05cdfff4ed89e3f4ca8abe5b9a1f5e483 description: '' health_score: 100.0 @@ -23441,8 +24660,111 @@ https://blog.cloudflare.com/automatic-remediation-of-kubernetes-nodes: v2_locations: - kubernetes.md year: N/A - addition_method: manual +https://blog.cloudflare.com/casb-anthropic-integration: + addition_method: automatic + ai_summary: Cloudflare has extended its Cloud Access Security Broker (CASB) to integrate + natively with Anthropic's newly released Claude Compliance API. This integration + allows enterprise security administrators to monitor user interactions, file uploads, + and prompt histories in Claude Enterprise environments directly from the Cloudflare + Zero Trust dashboard. By eliminating the need for endpoint agents, the platform + offers out-of-band visibility to prevent sensitive data leakage while maintaining + frictionless compliance with corporate governance standards. + category: devsecops + complexity: Intermediate + content_hash: d04c700715cf994d85ca01be2795462b62603de2e5cb384d16ebc25f96d3a2cb + description: Cloudflare extends its Cloud Access Security Broker (CASB) to integrate + with Anthropic's Claude Compliance API, allowing out-of-band monitoring of Claude + Enterprise activities. + hierarchy: + - Security > Cloud Access Security Broker > AI Application Governance + is_microservice: false + language: en + last_checked: 1780353052.024452 + reputation_status: Vetted + reputation_summary: N/A + resource_type: article + social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/5MViMEGtj28ko2psjCNDPL/c5103829f690bd5509357593d55445d8/BLOG-3313_OG.png + source_provenance: RSS Feed (The Cloudflare Blog) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - ENTERPRISE-STABLE + - EMERGING + title: Announcing Claude Compliance API support with Cloudflare CASB + year: '2026' +https://blog.cloudflare.com/claude-managed-agents: + addition_method: automatic + ai_summary: Cloudflare has partnered with Anthropic to host Cloudflare Environments + for Claude Managed Agents, providing a secure, sandboxed execution plane for autonomous + workflows. Orchestrated by a Workers-based control plane, the system supports + both full-state Linux containers (microVMs) and lightweight isolates using the + Cloudflare Agents SDK. This architecture decouples the agent's 'brain' (running + on Anthropic's platform) from its 'hands' (executing untrusted code, proxying + egress with Zero-Trust credential injection, and accessing private VPC resources + on Cloudflare). + category: ai-agents-mcp + complexity: Advanced + content_hash: e4f5222c249e5484de7a0a17f338dc489d67a6e83a1e69589d5078f34f60bd54 + description: Cloudflare introduces secure, scalable sandboxes for Claude Managed + Agents, decoupling agent orchestration on Anthropic from secure code execution + and tooling on Cloudflare. + hierarchy: + - AI Systems > Autonomous Agents > Secure Execution Sandboxes + is_microservice: false + language: en + last_checked: 1780353052.024464 + reputation_status: Vetted + reputation_summary: N/A + resource_type: article + social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/3GBib7OfVmhYlZN4Q7BzIu/f5fe02f2eaaecb1c5da9870bfe2c756d/Announcing_Claude_Managed_Agents_on_Cloudflare-OG.png + source_provenance: RSS Feed (The Cloudflare Blog) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - EMERGING + - ENTERPRISE-STABLE + title: Announcing Claude Managed Agents on Cloudflare + year: '2026' +https://blog.cloudflare.com/cyber-frontier-models: + addition_method: automatic + ai_summary: As part of Project Glasswing, Cloudflare evaluated Anthropic's unreleased, + security-tuned 'Mythos Preview' model across fifty production codebases. The assessment + highlights Mythos's capability to orchestrate complex exploit chains by correlating + multiple low-severity vulnerabilities, constructing and verifying its own Proof-of-Concept + (PoC) code in real-time test sandboxes. The critical technical takeaway is that + a raw model is insufficient; real-world efficacy depends heavily on the orchestration + harness—a multi-stage pipeline designed for context injection, isolated execution, + and systematic validation. + category: devsecops + complexity: Advanced + content_hash: 6228ae88774e884a4148573d195ba13e45f44f1f9eb7a035167266bcf58b7edc + description: Cloudflare shares insights from Project Glasswing, testing Anthropic's + unreleased security-focused model 'Mythos Preview' to identify exploit chains + and proof-of-concepts across 50+ repositories. + hierarchy: + - Security > Automated Vulnerability Discovery > LLM-Powered Pentesting Harnesses + is_microservice: false + language: en + last_checked: 1780353052.024482 + reputation_status: Vetted + reputation_summary: Highly discussed on Reddit r/artificial and Hacker News. Praised + for demonstrating that model capability is a commodity and a structured execution + harness is the true engineering differentiator for defensive penetration testing. + resource_type: article + social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/4ILuGDGHs7n6fbasZ54VOx/0dbf7f7099880643bb53eafceb695281/OG_Share_2024-2025-2026__35_.png + source_provenance: RSS Feed (The Cloudflare Blog) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - CASE STUDY + - EMERGING + title: 'Project Glasswing: what Mythos showed us' + year: '2026' https://blog.cloudflare.com/guest-blog-zero-trust-access-kubernetes: + addition_method: manual content_hash: 35859ed4fbeaf53d230f9b86c66668221e7faa7f418b2f5928728cc5b89c6c91 description: '' health_score: 100.0 @@ -23458,8 +24780,8 @@ https://blog.cloudflare.com/guest-blog-zero-trust-access-kubernetes: v2_locations: - cloudflare.md year: N/A - addition_method: manual https://blog.cloudflare.com/how-we-use-hashicorp-nomad: + addition_method: manual ai_summary: Cloudflare's technical deep dive detailing their usage of Nomad and Consul to coordinate critical workloads across their global edge network. Provides concrete proof of Nomad's robustness under massive world-wide scale. @@ -23487,8 +24809,8 @@ https://blog.cloudflare.com/how-we-use-hashicorp-nomad: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://blog.cloudflare.com/http-2-for-web-developers: + addition_method: manual content_hash: 8f722b6dc18b363f17394b1f628326cab965a7b85108c84be777c13a3af9a05e description: '' health_score: 100.0 @@ -23499,8 +24821,40 @@ https://blog.cloudflare.com/http-2-for-web-developers: v1_locations: - docs/networking.md year: N/A - addition_method: manual +https://blog.cloudflare.com/iran-internet-partially-restored-may-2026: + addition_method: automatic + ai_summary: Using data from Cloudflare Radar, this analysis confirms a partial restoration + of internet services in Iran after an extensive 87-day national shutdown. The + report observes distinct traffic patterns, noting that while DNS queries and general + network traffic have climbed, overall volume remains capped at roughly 40% of + pre-shutdown levels. Key observations detail differences in routing policies and + recovery behavior between IPv4 and IPv6 protocols, demonstrating the architectural + impact of state-level network controls. + category: aws-networking + complexity: Intermediate + content_hash: ddeda0d78b89248301c1ebfb9bb8ab8fb2aedf8dbc5f0f192e74758ca082505b + description: Cloudflare Radar reports on the partial restoration of internet traffic + and DNS queries in Iran following a three-month shutdown, detailing traffic trends + and routing differences. + hierarchy: + - Networking > Global Routing > Internet Traffic Analysis + is_microservice: false + language: en + last_checked: 1780353052.024435 + reputation_status: Vetted + reputation_summary: N/A + resource_type: article + social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/4oMLpRezg56DfPDcDom7mY/c676e35995417a603362c899f4f9658f/Cloudflare_Radar_confirms_signals_of_a_partial_Internet_restoration_in_Iran-OG.png + source_provenance: RSS Feed (The Cloudflare Blog) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - CASE STUDY + title: Iran's Internet is partially restored, Cloudflare Radar data shows + year: '2026' https://blog.cloudflare.com/moving-k8s-communication-to-grpc: + addition_method: manual content_hash: 3635dd41d1ebf7985a5b2198140039558c265bd44f98f03f46e93b6084dec841 description: '' health_score: 100.0 @@ -23516,8 +24870,8 @@ https://blog.cloudflare.com/moving-k8s-communication-to-grpc: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.cloudflare.com/network-performance-update-full-stack-week: + addition_method: manual content_hash: 77ed6288b30e6b0c7aa385f40f08d5264546f43f820e5b74cee708d29e48ef38 description: '' health_score: 100.0 @@ -23533,8 +24887,74 @@ https://blog.cloudflare.com/network-performance-update-full-stack-week: v2_locations: - cloudflare.md year: N/A - addition_method: manual +https://blog.cloudflare.com/optimizing-core-unit-boot-time: + addition_method: automatic + ai_summary: This technical post explores how Cloudflare diagnosed and optimized + a critical UEFI-stage boot bottleneck affecting their Gen12 bare-metal fleet of + nearly 2,000 servers. Engineers traced the multi-hour reboot delays to an unoptimized + linear search through empty network boot interfaces triggered after routine firmware + updates. The resolution involved explicit PXE network boot sequence declarations, + custom UEFI configuration validation steps using a stateful `uefi-same-hex` boolean + flag, and iPXE automation that brought reboots down from hours to minutes. + category: sre + complexity: Advanced + content_hash: 32d8c00bbca03c66dab602fccd4b9291d71775888edb211a7e55e8cc1355ed89 + description: Cloudflare outlines how they debugged and resolved UEFI firmware boot + bottlenecks on their Gen12 core bare-metal servers, reducing boot times from four + hours to under a minute. + hierarchy: + - Infrastructure > Bare Metal > UEFI Firmware and PXE Boot Optimization + is_microservice: false + language: en + last_checked: 1780353052.024405 + reputation_status: Vetted + reputation_summary: N/A + resource_type: article + social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/2sNWgFFJRChSJRDf86w7Sk/17c01739d21d896363b098a4c0c47967/BLOG-3108_OG.png + source_provenance: RSS Feed (The Cloudflare Blog) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: How we reduced core unit boot time from hours to minutes + year: '2026' +https://blog.cloudflare.com/our-unified-data-platform: + addition_method: automatic + ai_summary: Cloudflare addresses corporate data sprawl by engineering Town Lake, + a centralized data platform that unifies access to disparate ClickHouse clusters, + Kafka streams, R2 buckets, and PostgreSQL instances. On top of this single SQL + interface, they implemented Skipper, an LLM-powered natural language database + agent that allows teams to perform complex, auditable ad-hoc queries. This architecture + significantly improves developer productivity, reduces cross-organizational data + silos, and avoids the cost of querying raw sampled data logs. + category: aws-databases + complexity: Advanced + content_hash: 77138477f410121e0316580f62a5f8b8ba09e72e24ffbdf97d0cb585567d46e7 + description: Cloudflare introduces Town Lake, their in-house unified data platform + featuring a single SQL interface, and Skipper, an AI agent enabling natural language + queries over metadata, ClickHouse, and R2 logs. + hierarchy: + - Data Engineering > Data Lakehouse > Unified SQL Query Interfaces + is_microservice: false + language: en + last_checked: 1780353052.024421 + reputation_status: Vetted + reputation_summary: N/A + resource_type: article + social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/6TH1tmcxAA3gDCsdXcnqSl/8c8b1ca2b9b83459d6f54025f5f8c1eb/OG_Share_2024-2025-2026__36_.png + source_provenance: RSS Feed (The Cloudflare Blog) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - CASE STUDY + - EMERGING + title: How we built Cloudflare's data platform and an AI agent on top of it + year: '2026' https://blog.cloudflare.com/tools-for-debugging-testing-and-using-http-2: + addition_method: manual content_hash: af01f89af517a2b38c3e009fc990713cf9f30c915752e06972bc47f8271e17f5 description: '' health_score: 100.0 @@ -23545,8 +24965,8 @@ https://blog.cloudflare.com/tools-for-debugging-testing-and-using-http-2: v1_locations: - docs/networking.md year: N/A - addition_method: manual https://blog.cloudflare.com/zero-trust-private-networking-rules: + addition_method: manual content_hash: 6d169df20a54f64857b0c9ce2556a26584eb23eea8b037564e910ac1b4ca241f description: '' health_score: 100.0 @@ -23562,8 +24982,8 @@ https://blog.cloudflare.com/zero-trust-private-networking-rules: v2_locations: - cloudflare.md year: N/A - addition_method: manual https://blog.cloudgeni.ai/the-definitive-guide-to-importing-your-cloud-resources-into-iac: + addition_method: manual content_hash: 71abba1d0db9e77086e8a13d4c3be5e7449269af6a6bf887f9485734e492ffc2 description: '' health_score: 100.0 @@ -23583,8 +25003,8 @@ https://blog.cloudgeni.ai/the-definitive-guide-to-importing-your-cloud-resources - iac.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://blog.cloudneutral.se/running-cockroachdb-tpc-c-benchmark-on-gke: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -23598,8 +25018,8 @@ https://blog.cloudneutral.se/running-cockroachdb-tpc-c-benchmark-on-gke: v2_locations: - databases.md year: N/A - addition_method: manual https://blog.cloudnloud.com/kubernetes-volume: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -23613,9 +25033,9 @@ https://blog.cloudnloud.com/kubernetes-volume: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual ? https://blog.cloudsecque.com/how-to-improve-the-security-of-your-applications-with-kubernetes-security-scanners-cda97fd2f574 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030367.158428 @@ -23629,8 +25049,8 @@ https://blog.cloudnloud.com/kubernetes-volume: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.cloudsigma.com/kubernetes-dns-service-a-beginners-guide: + addition_method: manual content_hash: 464e0d43ad6525b164d4760cd48dbb3e6aa37726e4f9ae55b5ba303847656519 description: '' health_score: 100.0 @@ -23645,8 +25065,8 @@ https://blog.cloudsigma.com/kubernetes-dns-service-a-beginners-guide: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2022/11/14/overlapping-ip-addresses-in-a-hub-and-spoke-network-feat-avnm-ars: + addition_method: manual content_hash: ec0129b9b66d132ad886a572cb385bb4aef7a68ae0626d0d603ab0aff77afa85 description: '' health_score: 100.0 @@ -23663,8 +25083,8 @@ https://blog.cloudtrooper.net/2022/11/14/overlapping-ip-addresses-in-a-hub-and-s v2_locations: - azure.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2023/02/06/virtual-network-gateways-routing-in-azure: + addition_method: manual content_hash: c27aa6327ffbadf0a4872015a6c1f6210a437cb6c3b5147454d5f8a773c64e21 description: '' health_score: 100.0 @@ -23680,8 +25100,8 @@ https://blog.cloudtrooper.net/2023/02/06/virtual-network-gateways-routing-in-azu v2_locations: - azure.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2023/06/08/deploy-azure-network-as-code-as-a-champ: + addition_method: manual content_hash: 93ed1731c4a93b9697256d6aca285349d3482871aae522ff898e4e510b4d4517 description: '' health_score: 100.0 @@ -23697,8 +25117,8 @@ https://blog.cloudtrooper.net/2023/06/08/deploy-azure-network-as-code-as-a-champ v2_locations: - azure.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2023/08/19/dry-terraform-code-for-private-link-and-dns: + addition_method: manual content_hash: 8b507909fc1d83297ee2379f11c42d371bfa6c2dab53819c7144e0e8c7e37a09 description: '' health_score: 100.0 @@ -23714,8 +25134,8 @@ https://blog.cloudtrooper.net/2023/08/19/dry-terraform-code-for-private-link-and v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2024/01/23/azure-network-monitoring-with-synthetic-traffic: + addition_method: manual content_hash: a9d4edff52c51cd4f827009124027a438230645c44e85396aa66605fe231f4d0 description: '' health_score: 100.0 @@ -23731,8 +25151,8 @@ https://blog.cloudtrooper.net/2024/01/23/azure-network-monitoring-with-synthetic v2_locations: - azure.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2025/02/17/private-link-reality-bites-service-endpoints-vs-private-link: + addition_method: manual content_hash: 94c7bedcb7e9629ecd976cd5036686b7cd8edfd1aae738680348bd8837559d29 description: '' health_score: 100.0 @@ -23752,8 +25172,8 @@ https://blog.cloudtrooper.net/2025/02/17/private-link-reality-bites-service-endp - kubernetes-networking.md - networking.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2025/02/28/application-gateway-for-containers-a-not-so-gentle-intro-1: + addition_method: manual content_hash: 5c91736705f8b721c75dd34449420625a9018d04d7f1ffd3f2558314588e900b description: '' health_score: 100.0 @@ -23773,8 +25193,8 @@ https://blog.cloudtrooper.net/2025/02/28/application-gateway-for-containers-a-no - kubernetes-networking.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2025/04/02/application-gateway-for-containers-a-not-so-gentle-intro-4: + addition_method: manual content_hash: fe78fc06782bd149ba0b4c4cbbc4ea969b1971bc8e63606b3bedaed1ac7f7eeb description: '' health_score: 100.0 @@ -23795,8 +25215,8 @@ https://blog.cloudtrooper.net/2025/04/02/application-gateway-for-containers-a-no - kubernetes-networking.md - servicemesh.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration: + addition_method: manual ai_summary: A modern engineering analysis detailing the integration of Azure Application Gateway for Containers (AGC) with an internal Istio service mesh topology. Focuses on seamless north-south traffic routing and end-to-end TLS bridging configurations @@ -23829,8 +25249,8 @@ https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-isti - kubernetes.md - azure.md year: N/A - addition_method: manual https://blog.cloudtrooper.net/2026/01/16/which-azure-network-is-cheaper: + addition_method: manual content_hash: acff82c309afdda742e0a6712f97da7e46cc907aa7ae181a7d283e9dba3f1af7 description: '' health_score: 100.0 @@ -23850,8 +25270,8 @@ https://blog.cloudtrooper.net/2026/01/16/which-azure-network-is-cheaper: - azure.md - networking.md year: N/A - addition_method: manual https://blog.cloudyali.io/absolute-minimum-every-developer-must-know-about-aws-security: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -23866,8 +25286,8 @@ https://blog.cloudyali.io/absolute-minimum-every-developer-must-know-about-aws-s v2_locations: - aws.md year: N/A - addition_method: manual https://blog.codecentric.de/en/2021/03/github-actions-nextgen-cicd: + addition_method: manual content_hash: 189e0bee6485a9787eee65a60624bca6517c0370776ebb066fef0cccc25c9941 description: '' health_score: 100.0 @@ -23879,8 +25299,8 @@ https://blog.codecentric.de/en/2021/03/github-actions-nextgen-cicd: v1_locations: - docs/git.md year: N/A - addition_method: manual https://blog.codefx.org/java/java-11-migration-guide: + addition_method: manual content_hash: 489cb940c9976b6c1ed035eded2eca42dea540b58b854f2766d65ff5f65e60c6 description: '' health_score: 100.0 @@ -23891,8 +25311,8 @@ https://blog.codefx.org/java/java-11-migration-guide: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://blog.coderco.io/p/tcp-fundamentals-for-software-and: + addition_method: manual content_hash: 8dbc8e1cb838d1c969013a56669ea1e5bea1b6ce285e24bb340d65f3f3176a2b description: '' health_score: 100.0 @@ -23909,8 +25329,8 @@ https://blog.coderco.io/p/tcp-fundamentals-for-software-and: v2_locations: - networking.md year: N/A - addition_method: manual https://blog.coderco.io/p/terraform-best-practices-series-lessons: + addition_method: manual content_hash: fd96b72faabfe2c3a0543264ad3b7f08ef425937a8d64f8c435d99a174c42195 description: '' health_score: 100.0 @@ -23927,8 +25347,8 @@ https://blog.coderco.io/p/terraform-best-practices-series-lessons: v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.coderco.io/p/terraform-best-practices-series-lessons-0cd: + addition_method: manual content_hash: 42c81113796cdbe211c8e1074b753caba0820e7710fed6041cfdd318c6e4ec1f description: '' health_score: 100.0 @@ -23940,23 +25360,23 @@ https://blog.coderco.io/p/terraform-best-practices-series-lessons-0cd: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://blog.codeswiftr.com/kubernetes-in-azure-a-step-by-step-guide-to-setting-up-a-production-ready-cluster-7336f78d5f7: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030854.331854 v1_locations: - docs/terraform.md - addition_method: manual https://blog.codeswiftr.com/kubernetes-in-azure-part-2-basic-deployment-to-aks-and-https-setup-112d43e979cb: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030589.30497 v1_locations: - docs/terraform.md - addition_method: manual ? https://blog.coffeeapplied.com/securing-aks-in-peered-virtual-networks-using-only-network-security-groups-nsgs-c43d6a215f32 -: ai_summary: Technical guide detailing how to secure peered virtual networks in AKS +: addition_method: manual + ai_summary: Technical guide detailing how to secure peered virtual networks in AKS using only Network Security Groups (NSGs). Explains how to block unauthorized lateral traffic in hub-and-spoke models without the cost overhead of deploying Azure Firewall. @@ -23984,8 +25404,8 @@ https://blog.codeswiftr.com/kubernetes-in-azure-part-2-basic-deployment-to-aks-a v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.container-solutions.com/7-cloud-native-trends-to-watch-in-2020: + addition_method: manual content_hash: 0b2eaca1906ac9316eb6a577de5ef68d5579220acddb74a827024b74f28ba2bd description: '' health_score: 100.0 @@ -24001,8 +25421,8 @@ https://blog.container-solutions.com/7-cloud-native-trends-to-watch-in-2020: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.container-solutions.com/comparing-chaos-engineering-tools: + addition_method: manual content_hash: 6647928807ba93b6ae86f498107ea304bc054f1a6cb44815b0a8a2824a8dad2f description: '' health_score: 100.0 @@ -24019,8 +25439,8 @@ https://blog.container-solutions.com/comparing-chaos-engineering-tools: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://blog.container-solutions.com/deployment-strategies: + addition_method: manual ai_summary: An exceptionally clear, classic reference outlining the pros, cons, and technical prerequisites of major Kubernetes deployment strategies, including Recreate, Rolling Update, Blue-Green, Canary, Shadow, and A/B testing. Offers @@ -24048,8 +25468,8 @@ https://blog.container-solutions.com/deployment-strategies: v2_locations: - cicd.md year: N/A - addition_method: manual https://blog.container-solutions.com/fluxcd-argocd-jenkins-x-gitops-tools: + addition_method: manual content_hash: a7eebe2f710f8ff790580c3a3866a0ac01578e1b845bc3241dec7c0dde27157d description: '' health_score: 100.0 @@ -24066,8 +25486,8 @@ https://blog.container-solutions.com/fluxcd-argocd-jenkins-x-gitops-tools: v2_locations: - gitops.md year: N/A - addition_method: manual https://blog.container-solutions.com/fluxcd-argocd-or-jenkins-x-which-is-the-right-gitops-tool-for-you: + addition_method: manual content_hash: a7eebe2f710f8ff790580c3a3866a0ac01578e1b845bc3241dec7c0dde27157d description: '' health_score: 100.0 @@ -24078,8 +25498,8 @@ https://blog.container-solutions.com/fluxcd-argocd-or-jenkins-x-which-is-the-rig v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://blog.container-solutions.com/gitops-limitations: + addition_method: manual content_hash: dad49eea9a9e4347ae15f0a92c06a55dffd389175b3728fb79cfc6da9eeb5027 description: '' health_score: 100.0 @@ -24095,8 +25515,8 @@ https://blog.container-solutions.com/gitops-limitations: v2_locations: - gitops.md year: N/A - addition_method: manual https://blog.container-solutions.com/gitops-the-bad-and-the-ugly: + addition_method: manual content_hash: dad49eea9a9e4347ae15f0a92c06a55dffd389175b3728fb79cfc6da9eeb5027 description: '' health_score: 100.0 @@ -24107,8 +25527,8 @@ https://blog.container-solutions.com/gitops-the-bad-and-the-ugly: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://blog.container-solutions.com/how-mature-is-your-microservices-architecture: + addition_method: manual content_hash: 6c7b92e8028b3abfaae5283cbe7285659124d9f67a4db74d7123b854652ae0cf description: '' health_score: 100.0 @@ -24125,8 +25545,8 @@ https://blog.container-solutions.com/how-mature-is-your-microservices-architectu v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.container-solutions.com/kubernetes-operators-explained: + addition_method: manual content_hash: 51c718a0807e5bbf83aaeba06f99967f0f10abff7e368a8c442f711bac87006d description: '' health_score: 100.0 @@ -24142,8 +25562,8 @@ https://blog.container-solutions.com/kubernetes-operators-explained: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://blog.container-solutions.com/the-birth-of-the-external-secrets-community: + addition_method: manual ai_summary: Chronicling the merger of GoDaddy's External Secrets and other community efforts into the unified External Secrets Operator (ESO). Explains how collaboration established standard API definitions. @@ -24170,8 +25590,8 @@ https://blog.container-solutions.com/the-birth-of-the-external-secrets-community v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.container-solutions.com/why-adopt-gitops: + addition_method: manual content_hash: 48ead29fa258b49f6c6873e095cc760f134773e3904dd9de76b1695ca1c9a85d description: '' health_score: 100.0 @@ -24187,8 +25607,8 @@ https://blog.container-solutions.com/why-adopt-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://blog.couchbase.com/2016/january/nosql-in-the-perspective-of-industry-leaders: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031385.004762 @@ -24198,8 +25618,8 @@ https://blog.couchbase.com/2016/january/nosql-in-the-perspective-of-industry-lea - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://blog.couchbase.com/2016/july/docker-for-aws-getting-started-scaling-nodes: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033296.034776 @@ -24209,8 +25629,8 @@ https://blog.couchbase.com/2016/july/docker-for-aws-getting-started-scaling-node - docs/aws-containers.md v2_locations: - aws-containers.md - addition_method: manual https://blog.couchbase.com/how-to-build-observability-dashboards-prometheus-grafana-couchbase: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24227,8 +25647,8 @@ https://blog.couchbase.com/how-to-build-observability-dashboards-prometheus-graf - nosql.md - prometheus.md year: N/A - addition_method: manual https://blog.couchbase.com/microservices-architecture-in-couchbase: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24242,8 +25662,8 @@ https://blog.couchbase.com/microservices-architecture-in-couchbase: v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.crossplane.io/crossplane-openshift-operator-cloud-native-services: + addition_method: manual ai_summary: Deep dive into installing and operating Crossplane within Red Hat OpenShift. Shows how platform administrators can unify container scheduling and cloud service management using OpenShift operators. @@ -24272,8 +25692,8 @@ https://blog.crossplane.io/crossplane-openshift-operator-cloud-native-services: v2_locations: - crossplane.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas: + addition_method: manual content_hash: b1ef4c88fbbfd07dcf8edcae70a2e2d84ec29ae5bd86e7fdc84b0cc7b54b4758 description: '' health_score: 100.0 @@ -24284,8 +25704,8 @@ https://blog.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/active-active-postgres-federation-on-kubernetes: + addition_method: manual content_hash: c591ab92e180b89d8cfdff37064b76dd98c08767b8d4b77cace072979ab7f502 description: '' health_score: 100.0 @@ -24296,8 +25716,8 @@ https://blog.crunchydata.com/blog/active-active-postgres-federation-on-kubernete v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/announcing-google-cloud-storage-gcs-support-for-pgbackrest: + addition_method: manual content_hash: 5f71d1f79345c35215d7aa29ff70635244b95b0277e654506ecd17515e07b877 description: '' health_score: 100.0 @@ -24309,8 +25729,8 @@ https://blog.crunchydata.com/blog/announcing-google-cloud-storage-gcs-support-fo v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/announcing-postgres-container-apps-easy-deploy-postgres-apps: + addition_method: manual content_hash: 87ce4ff02ab69141783924cbc4ba6c48c05d7d67261570d0d8f5f326123ef58f description: '' health_score: 100.0 @@ -24322,8 +25742,8 @@ https://blog.crunchydata.com/blog/announcing-postgres-container-apps-easy-deploy v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/crunchy-postgres-operator-4.6.0: + addition_method: manual content_hash: a7e83515c52fb8f8b9baaa1d01a92926eadd5ba0d9ec925362a1cd6f9d37131f description: '' health_score: 100.0 @@ -24334,8 +25754,8 @@ https://blog.crunchydata.com/blog/crunchy-postgres-operator-4.6.0: v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/d-meta: + addition_method: manual content_hash: c414022c133096a2344c462863251c460a898aabadbc9a4aeea0b1e0cf928cb2 description: '' health_score: 100.0 @@ -24347,8 +25767,8 @@ https://blog.crunchydata.com/blog/d-meta: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/generating-json-directly-from-postgres: + addition_method: manual content_hash: 2de7a79f26cf16a62177787f96514089a2634481a175791154994f03756fd2e7 description: '' health_score: 100.0 @@ -24360,8 +25780,8 @@ https://blog.crunchydata.com/blog/generating-json-directly-from-postgres: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/gitops-postgres-kubernetes-helm: + addition_method: manual content_hash: 54a9d7674643cbd71739b364a39b2d0f38516df00f0d4cd06ed29fcd90ca253c description: '' health_score: 100.0 @@ -24372,8 +25792,8 @@ https://blog.crunchydata.com/blog/gitops-postgres-kubernetes-helm: v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/kube-cluster-from-scratch-on-rocky-8: + addition_method: manual content_hash: e106e0c141a7df7b9142c7f704cce26ba2fceea04a6c6905fbb456a39cd794b6 description: '' health_score: 100.0 @@ -24385,8 +25805,8 @@ https://blog.crunchydata.com/blog/kube-cluster-from-scratch-on-rocky-8: v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-deployment-strategies: + addition_method: manual content_hash: baf33b882e766907f5e9b188bb9cf504f4f97f158db74cec5355733ebd415c81 description: '' health_score: 100.0 @@ -24398,8 +25818,8 @@ https://blog.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-depl v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/message-queuing-using-native-postgresql: + addition_method: manual content_hash: 619b139e521a691eaed8994004a45a0368e3465e1d3e5c04492eb41022aaf42b description: '' health_score: 100.0 @@ -24410,8 +25830,8 @@ https://blog.crunchydata.com/blog/message-queuing-using-native-postgresql: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployments: + addition_method: manual content_hash: 3144488cb755c52229031d06800ae8f5461ffc5f54e9f4ca8d19bf177e28a199 description: '' health_score: 100.0 @@ -24422,8 +25842,8 @@ https://blog.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployment v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/pgbackrest-point-in-time-recovery-using-crunchy-postgresql-operator: + addition_method: manual content_hash: acb1a24a36c4730a39bb1281d2cb4e8adcbc00c31d7aecafd610c02068d524b3 description: '' health_score: 100.0 @@ -24435,8 +25855,8 @@ https://blog.crunchydata.com/blog/pgbackrest-point-in-time-recovery-using-crunch v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/postgres-indexes-for-newbies: + addition_method: manual content_hash: 8558fd1382c91b73d82087afe59ec9cf3540c84c33ae879ab90284c04f3ea362 description: '' health_score: 100.0 @@ -24447,8 +25867,8 @@ https://blog.crunchydata.com/blog/postgres-indexes-for-newbies: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/postgresql-14-on-kubernetes: + addition_method: manual content_hash: aa3098126aaade9a1912d4daf3dedbd75aae5ba8203f50f7ea7d444f48bda6c6 description: '' health_score: 100.0 @@ -24459,8 +25879,8 @@ https://blog.crunchydata.com/blog/postgresql-14-on-kubernetes: v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/resize-postgres-kubernetes-volume-instance-sets: + addition_method: manual content_hash: cf5623b6a7f57cddd8abcdec4aa96b5194624c3f12fbe12c935a0959e6662883 description: '' health_score: 100.0 @@ -24472,8 +25892,8 @@ https://blog.crunchydata.com/blog/resize-postgres-kubernetes-volume-instance-set v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/set-up-tls-for-postgresql-in-kubernetes: + addition_method: manual content_hash: 4c81d759080bf0cc90747cded5de918855698d974a361aac231710d88635f33d description: '' health_score: 100.0 @@ -24484,8 +25904,8 @@ https://blog.crunchydata.com/blog/set-up-tls-for-postgresql-in-kubernetes: v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes: + addition_method: manual content_hash: 0ad72f5674ee2be654781a9a2e11791f8b3e0235cc7a4c4754e401b2baffbc3b description: '' health_score: 100.0 @@ -24496,8 +25916,8 @@ https://blog.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/tentative-smarter-query-optimization-in-postgres-starts-with-pg_stat_statements: + addition_method: manual content_hash: f4935c64c03291395d95b724ea8b0fd0c7d39d029c7e15bbe115804f96324983 description: '' health_score: 100.0 @@ -24508,8 +25928,8 @@ https://blog.crunchydata.com/blog/tentative-smarter-query-optimization-in-postgr v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/using-cert-manager-to-deploy-tls-for-postgres-on-kubernetes: + addition_method: manual content_hash: cae0f4f9e6a01905d0490400023699385593a1d823378294f7b14f72d2ef6af5 description: '' health_score: 100.0 @@ -24520,8 +25940,8 @@ https://blog.crunchydata.com/blog/using-cert-manager-to-deploy-tls-for-postgres- v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/using-kubernetes-chances-are-you-need-a-database: + addition_method: manual content_hash: d7eca609c6f53c2cf226b5e7706ec41587be03c4f4c3440d3e0a20bbdc16d961 description: '' health_score: 100.0 @@ -24533,8 +25953,8 @@ https://blog.crunchydata.com/blog/using-kubernetes-chances-are-you-need-a-databa v1_locations: - docs/databases.md year: N/A - addition_method: manual https://blog.crunchydata.com/blog/your-guide-to-connection-management-in-postgres: + addition_method: manual content_hash: 2e7aaf19c49e71a035774a9df6cb70569213069558b408ca1d98921d52f1fc92 description: '' health_score: 100.0 @@ -24545,8 +25965,8 @@ https://blog.crunchydata.com/blog/your-guide-to-connection-management-in-postgre v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.crunchydata.com/news/next-generation-crunchy-postgres-for-kubernetes-released: + addition_method: manual content_hash: 49a3434ea2bf007170f19c52f99123dd63f410aeb19d66b55da41f6fe8e72b01 description: '' health_score: 100.0 @@ -24558,8 +25978,8 @@ https://blog.crunchydata.com/news/next-generation-crunchy-postgres-for-kubernete v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://blog.csanchez.org/2021/06/15/serverless-jenkins-pipelines-with-google-cloud-run: + addition_method: manual content_hash: 715726561e7b10dc3ae2430b33e3b6bc2851d1c2b4bf4f3c8c4f3ff19d1685dc description: '' health_score: 100.0 @@ -24575,8 +25995,8 @@ https://blog.csanchez.org/2021/06/15/serverless-jenkins-pipelines-with-google-cl v2_locations: - jenkins.md year: N/A - addition_method: manual https://blog.cyble.com/2022/06/27/exposed-kubernetes-clusters: + addition_method: manual content_hash: c8e385b924674c3249a64dc341fe5bfca5c3df7f72e295c8d8bfc101fcf25376 description: '' health_score: 100.0 @@ -24587,8 +26007,8 @@ https://blog.cyble.com/2022/06/27/exposed-kubernetes-clusters: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://blog.datumo.io/setting-up-kafka-on-kubernetes-an-easy-way-26ae150b9ca8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24602,8 +26022,8 @@ https://blog.datumo.io/setting-up-kafka-on-kubernetes-an-easy-way-26ae150b9ca8: v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.davesdomain.co.uk/posts/azure-rbac-constrained-delegation: + addition_method: manual content_hash: 6106369d97e724c1073df380fa30cf5e8ce344560e76bd66ae97504d9fd0ab15 description: '' health_score: 100.0 @@ -24619,8 +26039,8 @@ https://blog.davesdomain.co.uk/posts/azure-rbac-constrained-delegation: v2_locations: - azure.md year: N/A - addition_method: manual https://blog.dbi-services.com/deploying-postgresql-in-minishiftopenshift: + addition_method: manual content_hash: cdb88ede1470b0373935547add7d5376331fcd61c375baac43f570d6f683e391 description: '' health_score: 100.0 @@ -24631,8 +26051,8 @@ https://blog.dbi-services.com/deploying-postgresql-in-minishiftopenshift: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://blog.deckhouse.io/how-we-enjoyed-upgrading-a-bunch-of-kubernetes-clusters-from-v1-16-to-v1-19-7d664624b2c1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24647,8 +26067,8 @@ https://blog.deckhouse.io/how-we-enjoyed-upgrading-a-bunch-of-kubernetes-cluster v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.deref.io/containers-dont-solve-everything: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24662,9 +26082,9 @@ https://blog.deref.io/containers-dont-solve-everything: v2_locations: - introduction.md year: N/A - addition_method: manual ? https://blog.desdelinux.net/microsoft-performance-tools-una-serie-de-herramientas-open-source-para-analizar-el-rendimiento-del-sistema -: ai_summary: Análisis en español de Microsoft Performance-Tools, una suite de código +: addition_method: manual + ai_summary: Análisis en español de Microsoft Performance-Tools, una suite de código abierto basada en .NET Core para recopilar trazas y métricas del sistema operativo en entornos Linux y Windows. [SPANISH CONTENT] complexity: Advanced @@ -24691,8 +26111,8 @@ https://blog.deref.io/containers-dont-solve-everything: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://blog.developer.adobe.com/exploring-kafka-producers-internals-37411b647d0f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24706,9 +26126,9 @@ https://blog.developer.adobe.com/exploring-kafka-producers-internals-37411b647d0 v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://blog.developersteve.com/canary-deployments-in-kubernetes-safely-releasing-new-features-with-confidence-f6eb3f0dab6f -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033240.324646 @@ -24722,8 +26142,8 @@ https://blog.developer.adobe.com/exploring-kafka-producers-internals-37411b647d0 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.developersteve.com/gitops-for-kubernetes-canary-deployments-4aeab4043727: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24737,8 +26157,8 @@ https://blog.developersteve.com/gitops-for-kubernetes-canary-deployments-4aeab40 v2_locations: - gitops.md year: N/A - addition_method: manual https://blog.devgenius.io/7-open-source-kubernetes-developer-tools-to-follow-in-2022-78a5e5dbd4e3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24753,8 +26173,8 @@ https://blog.devgenius.io/7-open-source-kubernetes-developer-tools-to-follow-in- v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.devgenius.io/all-you-need-to-know-about-debugging-kubernetes-cronjob-61989a998513: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24768,8 +26188,8 @@ https://blog.devgenius.io/all-you-need-to-know-about-debugging-kubernetes-cronjo v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://blog.devgenius.io/argo-cd-introduction-4b16f50b0d56: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24783,8 +26203,8 @@ https://blog.devgenius.io/argo-cd-introduction-4b16f50b0d56: v2_locations: - argo.md year: N/A - addition_method: manual https://blog.devgenius.io/automate-kubernetes-with-python-2150c290afe7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24798,8 +26218,8 @@ https://blog.devgenius.io/automate-kubernetes-with-python-2150c290afe7: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://blog.devgenius.io/automated-dns-tls-with-external-dns-letsencrypt-on-kubernetes-6f4f41827df9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24814,8 +26234,8 @@ https://blog.devgenius.io/automated-dns-tls-with-external-dns-letsencrypt-on-kub v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.devgenius.io/backup-restore-and-migrate-kubernetes-cluster-resources-using-velero-a9b6997e4b54: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24830,8 +26250,8 @@ https://blog.devgenius.io/backup-restore-and-migrate-kubernetes-cluster-resource v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://blog.devgenius.io/best-practice-and-cheat-sheet-for-rest-api-design-6a6e12dfa89f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24845,8 +26265,8 @@ https://blog.devgenius.io/best-practice-and-cheat-sheet-for-rest-api-design-6a6e v2_locations: - api.md year: N/A - addition_method: manual https://blog.devgenius.io/blue-green-deployment-with-kubernetes-b7595b17fe17: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24860,8 +26280,8 @@ https://blog.devgenius.io/blue-green-deployment-with-kubernetes-b7595b17fe17: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/choosing-an-optimal-kubernetes-worker-node-size-e0eacab408c4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24876,8 +26296,8 @@ https://blog.devgenius.io/choosing-an-optimal-kubernetes-worker-node-size-e0eaca v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/container-namespace-introduction-6a1e26f8707a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24891,8 +26311,8 @@ https://blog.devgenius.io/container-namespace-introduction-6a1e26f8707a: v2_locations: - docker.md year: N/A - addition_method: manual https://blog.devgenius.io/daily-useful-kubernetes-aliases-c35f7f411f39: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24906,8 +26326,8 @@ https://blog.devgenius.io/daily-useful-kubernetes-aliases-c35f7f411f39: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://blog.devgenius.io/devops-in-k8s-deployment-rolling-update-f022285c6f90: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24921,8 +26341,8 @@ https://blog.devgenius.io/devops-in-k8s-deployment-rolling-update-f022285c6f90: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/devops-in-k8s-pod-cgroups-ed05181865f9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24936,8 +26356,8 @@ https://blog.devgenius.io/devops-in-k8s-pod-cgroups-ed05181865f9: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/devops-in-k8s-pod-downward-api-571399049013: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24951,8 +26371,8 @@ https://blog.devgenius.io/devops-in-k8s-pod-downward-api-571399049013: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/devops-in-k8s-write-dockerfile-efficiently-37eaedf87163: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24966,8 +26386,8 @@ https://blog.devgenius.io/devops-in-k8s-write-dockerfile-efficiently-37eaedf8716 v2_locations: - docker.md year: N/A - addition_method: manual https://blog.devgenius.io/devops-in-linux-systemd-introduction-db7f49cb566b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24981,8 +26401,8 @@ https://blog.devgenius.io/devops-in-linux-systemd-introduction-db7f49cb566b: v2_locations: - linux.md year: N/A - addition_method: manual https://blog.devgenius.io/distributed-monolith-1d2d9f86a68f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -24996,8 +26416,8 @@ https://blog.devgenius.io/distributed-monolith-1d2d9f86a68f: v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.devgenius.io/explore-api-priority-and-fairness-to-ease-the-load-of-the-apiserver-a4fe9c4e7174: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25012,8 +26432,8 @@ https://blog.devgenius.io/explore-api-priority-and-fairness-to-ease-the-load-of- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.devgenius.io/how-is-security-managed-in-kubernetes-clusters-addefffd2b0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25027,8 +26447,8 @@ https://blog.devgenius.io/how-is-security-managed-in-kubernetes-clusters-addefff v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.devgenius.io/how-to-use-redis-pub-sub-in-your-python-application-b6d5e11fc8de: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25042,8 +26462,8 @@ https://blog.devgenius.io/how-to-use-redis-pub-sub-in-your-python-application-b6 v2_locations: - databases.md year: N/A - addition_method: manual https://blog.devgenius.io/introduction-to-python-dictionaries-89045c9bf315: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25057,8 +26477,8 @@ https://blog.devgenius.io/introduction-to-python-dictionaries-89045c9bf315: v2_locations: - python.md year: N/A - addition_method: manual https://blog.devgenius.io/is-it-time-to-migrate-from-lens-to-openlens-75496e5758d8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25073,8 +26493,8 @@ https://blog.devgenius.io/is-it-time-to-migrate-from-lens-to-openlens-75496e5758 v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://blog.devgenius.io/k8s-ipvs-mode-introduction-6457a02cd91a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25088,8 +26508,8 @@ https://blog.devgenius.io/k8s-ipvs-mode-introduction-6457a02cd91a: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.devgenius.io/k8s-kubecolor-introduction-3d650effc36f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25103,8 +26523,8 @@ https://blog.devgenius.io/k8s-kubecolor-introduction-3d650effc36f: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.devgenius.io/k8s-manage-multiple-clusters-using-kubectl-at-scale-9f200c692099: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25118,8 +26538,8 @@ https://blog.devgenius.io/k8s-manage-multiple-clusters-using-kubectl-at-scale-9f v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://blog.devgenius.io/k8s-networking-calico-part1-7f74395b6fe2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25133,8 +26553,8 @@ https://blog.devgenius.io/k8s-networking-calico-part1-7f74395b6fe2: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.devgenius.io/k8s-pause-container-f7abd1e9b488: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25148,8 +26568,8 @@ https://blog.devgenius.io/k8s-pause-container-f7abd1e9b488: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://blog.devgenius.io/k8s-troubleshooting-pod-in-terminating-or-unknown-status-2878f6ec66b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25163,8 +26583,8 @@ https://blog.devgenius.io/k8s-troubleshooting-pod-in-terminating-or-unknown-stat v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://blog.devgenius.io/k8s-why-use-job-instead-of-pod-directly-48cf4e24a0df: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25178,8 +26598,8 @@ https://blog.devgenius.io/k8s-why-use-job-instead-of-pod-directly-48cf4e24a0df: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/kubeflow-cloud-deployment-aws-46f739ccbb32: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25193,8 +26613,8 @@ https://blog.devgenius.io/kubeflow-cloud-deployment-aws-46f739ccbb32: v2_locations: - mlops.md year: N/A - addition_method: manual https://blog.devgenius.io/kubernetes-blue-green-deployment-a69ed17cd4cd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25208,8 +26628,8 @@ https://blog.devgenius.io/kubernetes-blue-green-deployment-a69ed17cd4cd: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/kubernetes-deployment-strategy-explained-bf27fea088e1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25223,8 +26643,8 @@ https://blog.devgenius.io/kubernetes-deployment-strategy-explained-bf27fea088e1: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/kubernetes-k8-high-level-overview-d4e8ef59de00: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25238,8 +26658,8 @@ https://blog.devgenius.io/kubernetes-k8-high-level-overview-d4e8ef59de00: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/kubernetes-namespace-wide-network-policy-1126fafdf221: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25253,8 +26673,8 @@ https://blog.devgenius.io/kubernetes-namespace-wide-network-policy-1126fafdf221: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.devgenius.io/kubernetes-on-proxmox-with-terraform-6880921af6e4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25268,8 +26688,8 @@ https://blog.devgenius.io/kubernetes-on-proxmox-with-terraform-6880921af6e4: v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.devgenius.io/kustomize-simple-manifest-manipulation-9330f7f40d5d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25283,8 +26703,8 @@ https://blog.devgenius.io/kustomize-simple-manifest-manipulation-9330f7f40d5d: v2_locations: - kustomize.md year: N/A - addition_method: manual https://blog.devgenius.io/learn-kubernetes-programming-part-1-7384e5f3c481: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25298,8 +26718,8 @@ https://blog.devgenius.io/learn-kubernetes-programming-part-1-7384e5f3c481: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://blog.devgenius.io/logging-in-python-adec94519755: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25313,8 +26733,8 @@ https://blog.devgenius.io/logging-in-python-adec94519755: v2_locations: - python.md year: N/A - addition_method: manual https://blog.devgenius.io/passing-the-2023-certified-kubernetes-administrator-cka-exam-693d8f9bc711: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25329,8 +26749,8 @@ https://blog.devgenius.io/passing-the-2023-certified-kubernetes-administrator-ck v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devgenius.io/rest-apis-with-python-f330c7ffc6ab: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25344,8 +26764,8 @@ https://blog.devgenius.io/rest-apis-with-python-f330c7ffc6ab: v2_locations: - api.md year: N/A - addition_method: manual https://blog.devgenius.io/running-opentelemetry-demo-app-in-kubernetes-95dccd613e0b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25359,8 +26779,8 @@ https://blog.devgenius.io/running-opentelemetry-demo-app-in-kubernetes-95dccd613 v2_locations: - demos.md year: N/A - addition_method: manual https://blog.devgenius.io/scanning-kubernetes-yaml-files-for-security-e302542b5407: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25374,8 +26794,8 @@ https://blog.devgenius.io/scanning-kubernetes-yaml-files-for-security-e302542b54 v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.devgenius.io/send-information-from-databricks-to-airflow-810a7d49ff81: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25389,8 +26809,8 @@ https://blog.devgenius.io/send-information-from-databricks-to-airflow-810a7d49ff v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.devgenius.io/sso-authentication-for-applications-in-kubernetes-aedc3c189d89: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25404,8 +26824,8 @@ https://blog.devgenius.io/sso-authentication-for-applications-in-kubernetes-aedc v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.devgenius.io/top-10-architecture-characteristics-non-functional-requirements-with-cheatsheat-7ad14bbb0a9b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25420,8 +26840,8 @@ https://blog.devgenius.io/top-10-architecture-characteristics-non-functional-req v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.devgenius.io/training-model-with-jenkins-using-docker-mlops-b18579ddb677: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25435,8 +26855,8 @@ https://blog.devgenius.io/training-model-with-jenkins-using-docker-mlops-b18579d v2_locations: - mlops.md year: N/A - addition_method: manual https://blog.devgenius.io/when-k8s-pods-are-stuck-mounting-large-volumes-2915e6656cb8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25450,8 +26870,8 @@ https://blog.devgenius.io/when-k8s-pods-are-stuck-mounting-large-volumes-2915e66 v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://blog.devgenius.io/yaml-with-python-d6787a9bd8ab: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25465,8 +26885,8 @@ https://blog.devgenius.io/yaml-with-python-d6787a9bd8ab: v2_locations: - yaml.md year: N/A - addition_method: manual https://blog.devgenius.io/zero-downtime-deployment-with-kubernetes-using-rolling-update-strategy-bff45de8c3c3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25481,8 +26901,8 @@ https://blog.devgenius.io/zero-downtime-deployment-with-kubernetes-using-rolling v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec0e6fbc5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25500,8 +26920,8 @@ https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec - helm.md - kubernetes-tutorials.md year: N/A - addition_method: manual https://blog.devops.dev/blue-green-deployment-ci-cd-pipelines-with-docker-github-and-jenkins-6a262b2994c6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25516,8 +26936,8 @@ https://blog.devops.dev/blue-green-deployment-ci-cd-pipelines-with-docker-github v2_locations: - jenkins.md year: N/A - addition_method: manual https://blog.devops.dev/demystifying-kubernetes-understanding-ingress-configuration-and-best-practices-fb34e33e5f5f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25532,8 +26952,8 @@ https://blog.devops.dev/demystifying-kubernetes-understanding-ingress-configurat v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.devops.dev/deploying-and-monitoring-an-application-using-prometheus-on-kubernetes-cluster-483773f789f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25547,8 +26967,8 @@ https://blog.devops.dev/deploying-and-monitoring-an-application-using-prometheus v2_locations: - prometheus.md year: N/A - addition_method: manual https://blog.devops.dev/deploying-awesome-app-on-aws-serverless-services-step-by-step-guide-54bc89e4d236: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25563,8 +26983,8 @@ https://blog.devops.dev/deploying-awesome-app-on-aws-serverless-services-step-by v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://blog.devops.dev/deploying-helm-charts-with-jenkins-and-groovy-a-comprehensive-guide-c2aa0f2bd424: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25579,9 +26999,9 @@ https://blog.devops.dev/deploying-helm-charts-with-jenkins-and-groovy-a-comprehe v2_locations: - jenkins.md year: N/A - addition_method: manual ? https://blog.devops.dev/deploying-prometheus-and-grafana-in-a-multi-node-kubernetes-cluster-and-auto-scaling-with-keda-eccecfbd8950 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032642.473541 @@ -25595,8 +27015,8 @@ https://blog.devops.dev/deploying-helm-charts-with-jenkins-and-groovy-a-comprehe v2_locations: - prometheus.md year: N/A - addition_method: manual https://blog.devops.dev/devops-best-practices-for-continuous-delivery-2f0ebbae65c6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25610,8 +27030,8 @@ https://blog.devops.dev/devops-best-practices-for-continuous-delivery-2f0ebbae65 v2_locations: - devops.md year: N/A - addition_method: manual https://blog.devops.dev/end-to-end-devsecops-kubernetes-project-4259f90722ef: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25625,8 +27045,8 @@ https://blog.devops.dev/end-to-end-devsecops-kubernetes-project-4259f90722ef: v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.devops.dev/generating-a-list-of-dictionaries-with-python-77fca1854911: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25640,8 +27060,8 @@ https://blog.devops.dev/generating-a-list-of-dictionaries-with-python-77fca18549 v2_locations: - python.md year: N/A - addition_method: manual https://blog.devops.dev/gitops-at-scale-69639c9a3dd7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25655,8 +27075,8 @@ https://blog.devops.dev/gitops-at-scale-69639c9a3dd7: v2_locations: - argo.md year: N/A - addition_method: manual https://blog.devops.dev/gitops-fundamentals-part-0-a8e63f8f9ce8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25670,8 +27090,8 @@ https://blog.devops.dev/gitops-fundamentals-part-0-a8e63f8f9ce8: v2_locations: - gitops.md year: N/A - addition_method: manual https://blog.devops.dev/hacking-kubernetes-in-aws-54f4681f1478: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25685,8 +27105,8 @@ https://blog.devops.dev/hacking-kubernetes-in-aws-54f4681f1478: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.devops.dev/hosting-your-own-helm-chart-on-github-with-chart-releaser-a356ac10ce5c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25700,8 +27120,8 @@ https://blog.devops.dev/hosting-your-own-helm-chart-on-github-with-chart-release v2_locations: - helm.md year: N/A - addition_method: manual https://blog.devops.dev/how-to-create-an-aws-sandbox-account-using-terraform-c3592a6d8abd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25715,8 +27135,8 @@ https://blog.devops.dev/how-to-create-an-aws-sandbox-account-using-terraform-c35 v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.devops.dev/how-to-manage-multiple-environments-with-terraform-with-the-use-of-modules-d4ca512d7b4a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25731,8 +27151,8 @@ https://blog.devops.dev/how-to-manage-multiple-environments-with-terraform-with- v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.devops.dev/how-to-use-the-kubernetes-resource-recommender-tool-in-a-gke-cluster-ef48a6dea85c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25747,8 +27167,8 @@ https://blog.devops.dev/how-to-use-the-kubernetes-resource-recommender-tool-in-a v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.devops.dev/importance-of-logging-in-kubernetes-and-intro-to-grafana-loki-f8dc6f736e6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25763,8 +27183,8 @@ https://blog.devops.dev/importance-of-logging-in-kubernetes-and-intro-to-grafana v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://blog.devops.dev/kateyes-visual-kubernetes-explorer-c40510874969: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25778,8 +27198,8 @@ https://blog.devops.dev/kateyes-visual-kubernetes-explorer-c40510874969: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.devops.dev/keda-autoscaling-kubernetes-apps-using-prometheus-da037fe572cf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25793,8 +27213,8 @@ https://blog.devops.dev/keda-autoscaling-kubernetes-apps-using-prometheus-da037f v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://blog.devops.dev/kubernetes-services-explained-with-examples-3d1897a875b7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25808,8 +27228,8 @@ https://blog.devops.dev/kubernetes-services-explained-with-examples-3d1897a875b7 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devops.dev/manage-secrets-on-aws-and-helm-as-environment-variables-f7ec998c58fc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25823,8 +27243,8 @@ https://blog.devops.dev/manage-secrets-on-aws-and-helm-as-environment-variables- v2_locations: - aws-security.md year: N/A - addition_method: manual https://blog.devops.dev/mastering-machine-learning-at-scale-with-azure-machine-learning-dfaa4bf4353c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25839,8 +27259,8 @@ https://blog.devops.dev/mastering-machine-learning-at-scale-with-azure-machine-l v2_locations: - mlops.md year: N/A - addition_method: manual https://blog.devops.dev/monitoring-a-spring-boot-application-in-kubernetes-with-prometheus-a2d4ec7f9922: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25855,8 +27275,8 @@ https://blog.devops.dev/monitoring-a-spring-boot-application-in-kubernetes-with- v2_locations: - prometheus.md year: N/A - addition_method: manual https://blog.devops.dev/monitoring-mysql-using-prometheus-and-grafana-in-kubernetes-16e7ae3de5dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25871,8 +27291,8 @@ https://blog.devops.dev/monitoring-mysql-using-prometheus-and-grafana-in-kuberne v2_locations: - prometheus.md year: N/A - addition_method: manual https://blog.devops.dev/networking-in-kubernetes-55dcf794b9cd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25886,8 +27306,8 @@ https://blog.devops.dev/networking-in-kubernetes-55dcf794b9cd: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.devops.dev/observability-better-ci-for-your-prometheus-alerts-32aaea3b3d77: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25902,8 +27322,8 @@ https://blog.devops.dev/observability-better-ci-for-your-prometheus-alerts-32aae v2_locations: - prometheus.md year: N/A - addition_method: manual https://blog.devops.dev/observability-concept-in-prometheus-9f0093fa7495: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25917,8 +27337,8 @@ https://blog.devops.dev/observability-concept-in-prometheus-9f0093fa7495: v2_locations: - prometheus.md year: N/A - addition_method: manual https://blog.devops.dev/prometheus-metrics-within-kubernetes-an-ariel-view-d1d3b7d75418: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25933,8 +27353,8 @@ https://blog.devops.dev/prometheus-metrics-within-kubernetes-an-ariel-view-d1d3b v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://blog.devops.dev/stop-cloning-helm-charts-enough-b40fb5d67ac7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25948,9 +27368,9 @@ https://blog.devops.dev/stop-cloning-helm-charts-enough-b40fb5d67ac7: v2_locations: - helm.md year: N/A - addition_method: manual ? https://blog.devops.dev/stop-messing-up-with-git-follow-this-simple-and-effective-strategy-to-maintain-git-branches-cc378468cde6 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029242.846342 @@ -25964,8 +27384,45 @@ https://blog.devops.dev/stop-cloning-helm-charts-enough-b40fb5d67ac7: v2_locations: - git.md year: N/A - addition_method: manual +https://blog.devops.dev/terraform-drift-detection-in-production-why-plan-isnt-enough-f660af7e1029: + addition_method: automatic + ai_summary: This technical analysis explores the production operational challenges + of infrastructure drift detection and explains why a standard `terraform plan` + is insufficient as a standalone monitoring strategy. The author outlines critical + blind spots, such as untracked out-of-band resources invisible to the state file + and security changes hidden by lifecycle `ignore_changes` configurations. It outlines + a modern, layered engineering approach combining cloud-native asset inventories, + policy engines, and event-driven architectures to continuously validate real infrastructure + state. + category: terraform + complexity: Advanced + content_hash: N/A + description: Deep dive on how scheduled plan checks fail as a sole detection strategy, + and how to build a layered detection system. + hierarchy: + - Infrastructure as Code + - Terraform + - Production Drift Detection + is_microservice: false + language: English + last_checked: 1780352003.689869 + reputation_status: Vetted + reputation_summary: Widely circulated across developer and DevOps communities for + its realistic view of Terraform's state reconciliation gaps and solid mitigation + patterns. + resource_type: Article + social_preview_url: '' + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + - '[GUIDE]' + title: 'Terraform Drift Detection in Production: Why plan Isn''t Enough' + year: '2026' https://blog.devops.dev/terraform-modules-db392bb7e950: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25979,8 +27436,8 @@ https://blog.devops.dev/terraform-modules-db392bb7e950: v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.devops.dev/tools-to-manage-kubernetes-15b675f407d4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -25994,8 +27451,8 @@ https://blog.devops.dev/tools-to-manage-kubernetes-15b675f407d4: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.devops.dev/understanding-jobs-and-cronjobs-in-kubernetes-9db379562da: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26009,8 +27466,8 @@ https://blog.devops.dev/understanding-jobs-and-cronjobs-in-kubernetes-9db379562d v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.devops.dev/using-vault-in-kubernetes-production-for-security-engineers-54d2f0aca4d1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26024,8 +27481,8 @@ https://blog.devops.dev/using-vault-in-kubernetes-production-for-security-engine v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.direktiv.io/building-a-simple-cloud-native-orchestrated-microservice-from-containers-39dbcb80b0d8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26040,8 +27497,8 @@ https://blog.direktiv.io/building-a-simple-cloud-native-orchestrated-microservic v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.direktiv.io/event-driven-orchestration-with-knative-part-1-fbdcc0e2ea03: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26055,8 +27512,8 @@ https://blog.direktiv.io/event-driven-orchestration-with-knative-part-1-fbdcc0e2 v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.direktiv.io/redefining-event-driven-orchestration-for-automation-applications-ec07d79f21c0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26071,8 +27528,8 @@ https://blog.direktiv.io/redefining-event-driven-orchestration-for-automation-ap v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.docker.com/2019/07/intro-guide-to-dockerfile-best-practices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26086,8 +27543,8 @@ https://blog.docker.com/2019/07/intro-guide-to-dockerfile-best-practices: v2_locations: - docker.md year: N/A - addition_method: manual https://blog.doit-intl.com/aws-firewalls-101-how-and-when-to-use-each-one-d4ad8087a6b3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26101,8 +27558,8 @@ https://blog.doit-intl.com/aws-firewalls-101-how-and-when-to-use-each-one-d4ad80 v2_locations: - aws-security.md year: N/A - addition_method: manual https://blog.doit-intl.com/how-to-setup-multi-cluster-load-balancing-with-gke-4b407e1f3dff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26116,8 +27573,8 @@ https://blog.doit-intl.com/how-to-setup-multi-cluster-load-balancing-with-gke-4b v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.doit-intl.com/kubernetes-and-secrets-management-in-cloud-858533c20dca: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26131,8 +27588,8 @@ https://blog.doit-intl.com/kubernetes-and-secrets-management-in-cloud-858533c20d v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.dream11engineering.com/finding-order-in-chaos-how-we-automated-performance-testing-with-torque-6eb63706fcea: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26147,8 +27604,8 @@ https://blog.dream11engineering.com/finding-order-in-chaos-how-we-automated-perf v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://blog.dream11engineering.com/lessons-learned-from-running-graphql-at-scale-2ad60b3cefeb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26162,8 +27619,8 @@ https://blog.dream11engineering.com/lessons-learned-from-running-graphql-at-scal v2_locations: - api.md year: N/A - addition_method: manual https://blog.ediri.io/auto-docs-test-and-release-a-helm-chart-with-github-actions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26177,8 +27634,8 @@ https://blog.ediri.io/auto-docs-test-and-release-a-helm-chart-with-github-action v2_locations: - git.md year: N/A - addition_method: manual https://blog.ediri.io/digitalocean-kubernetes-challenge: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26192,8 +27649,8 @@ https://blog.ediri.io/digitalocean-kubernetes-challenge: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.ediri.io/flux-with-buckets-is-this-still-gitops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26207,8 +27664,8 @@ https://blog.ediri.io/flux-with-buckets-is-this-still-gitops: v2_locations: - flux.md year: N/A - addition_method: manual https://blog.ediri.io/how-to-remove-a-stuck-namespace: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26222,8 +27679,8 @@ https://blog.ediri.io/how-to-remove-a-stuck-namespace: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://blog.ediri.io/how-to-unit-test-your-helm-charts: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26237,8 +27694,8 @@ https://blog.ediri.io/how-to-unit-test-your-helm-charts: v2_locations: - helm.md year: N/A - addition_method: manual https://blog.ediri.io/kubernetes-imagepullbackoff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26252,8 +27709,8 @@ https://blog.ediri.io/kubernetes-imagepullbackoff: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://blog.ediri.io/writing-kubernetes-policies-with-jspolicy: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26268,8 +27725,8 @@ https://blog.ediri.io/writing-kubernetes-policies-with-jspolicy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.eduguru.in/mysql-2/mysql-create-index-on-table: + addition_method: manual content_hash: 7bc8d786800285edb9f0aa7df35e9203ba4d7f06dc5c1747b611c5059c6445ce description: '' health_score: 100.0 @@ -26285,8 +27742,8 @@ https://blog.eduguru.in/mysql-2/mysql-create-index-on-table: v2_locations: - databases.md year: N/A - addition_method: manual https://blog.eisele.net/2015/11/http2-with-jboss-eap-7.html: + addition_method: manual content_hash: edb4acd4bdb527a8c0930550af364f88b5bd4e4aa7406a837c1dab1d9df92966 health_score: 100.0 last_checked: 1779030779.517775 @@ -26298,8 +27755,8 @@ https://blog.eisele.net/2015/11/http2-with-jboss-eap-7.html: - docs/networking.md v2_locations: - networking.md - addition_method: manual https://blog.envoyproxy.io/examining-load-balancing-algorithms-with-envoy-1be643ea121c: + addition_method: manual content_hash: 19936a92a127b6c806280f26fe124b3e8e222673c02c5775c9276686aa636280 description: '' health_score: 100.0 @@ -26314,8 +27771,8 @@ https://blog.envoyproxy.io/examining-load-balancing-algorithms-with-envoy-1be643 v2_locations: - servicemesh.md year: N/A - addition_method: manual https://blog.equationlabs.io/managing-database-migrations-safely-in-high-replicated-k8s-deployment: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26330,8 +27787,8 @@ https://blog.equationlabs.io/managing-database-migrations-safely-in-high-replica v2_locations: - databases.md year: N/A - addition_method: manual https://blog.executeautomation.com/running-jenkins-build-agent-within-docker-container-part-a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26346,8 +27803,8 @@ https://blog.executeautomation.com/running-jenkins-build-agent-within-docker-con v2_locations: - jenkins.md year: N/A - addition_method: manual https://blog.extremehacking.org/blog/2015/11/09/jmeter-web-application-testing-cheatsheet: + addition_method: manual content_hash: 42bc7ba6eb3f5f6c8b1f64f235d321e51dadbcb1bffb9d6eb0177b07002b68e0 health_score: 100.0 last_checked: 1779033751.702451 @@ -26358,15 +27815,15 @@ https://blog.extremehacking.org/blog/2015/11/09/jmeter-web-application-testing-c - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://blog.fastthread.io/2018/09/24/stackoverflowerror: + addition_method: manual content_hash: 18007107c1475ec2e8f911fbaf79aa33d8895210b4ea64457b086ea7a56df07a health_score: 100.0 last_checked: 1779030248.712894 v1_locations: - docs/java-and-java-performance-optimization.md - addition_method: manual https://blog.flant.com/advanced-helm-templating: + addition_method: manual content_hash: a46df6a082ca18727150607b565864b26be886ea4d4e219977f7c1fe629db2c4 description: '' health_score: 100.0 @@ -26377,8 +27834,8 @@ https://blog.flant.com/advanced-helm-templating: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://blog.flant.com/chaos-engineering-in-kubernetes-open-source-tools: + addition_method: manual content_hash: e7e13d56bc586b5dc1c4c83bd7624f1b1326a5ebeadd9f9f8dcafd5c2b2a97d2 description: '' health_score: 100.0 @@ -26389,8 +27846,8 @@ https://blog.flant.com/chaos-engineering-in-kubernetes-open-source-tools: v1_locations: - docs/chaos-engineering.md year: N/A - addition_method: manual https://blog.flant.com/comparing-kubernetes-operators-for-postgresql: + addition_method: manual content_hash: 7c247c557ca0e7778d8bfb1fbe977f0b0f8b0caba414b1c171235484a88727e3 description: '' health_score: 100.0 @@ -26401,8 +27858,8 @@ https://blog.flant.com/comparing-kubernetes-operators-for-postgresql: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://blog.flant.com/ha-keycloak-infinispan-kubernetes: + addition_method: manual content_hash: 8179038c36bb539c39c65093e16786767ad31ddd73fcfa345d67fe8891f1c07a description: '' health_score: 100.0 @@ -26413,8 +27870,8 @@ https://blog.flant.com/ha-keycloak-infinispan-kubernetes: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://blog.flant.com/kubenav-managing-kubernetes-from-smartphone: + addition_method: manual content_hash: 33992fc42410ff2fff905bc3876c1606701e4aa1646ff08a0bc2a81a06072c5a description: '' health_score: 100.0 @@ -26426,8 +27883,8 @@ https://blog.flant.com/kubenav-managing-kubernetes-from-smartphone: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://blog.flant.com/kubernetes-security-with-kube-bench-and-kube-hunter: + addition_method: manual content_hash: e5c494288589795e300f17fcf224f45ce704cdc226a8e29fa4da0a28502cd707 description: '' health_score: 100.0 @@ -26439,8 +27896,8 @@ https://blog.flant.com/kubernetes-security-with-kube-bench-and-kube-hunter: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://blog.flant.com/kubernetes-storage-performance-linstor-ceph-mayastor-vitastor: + addition_method: manual content_hash: 179a984f39cacacdd1566ac15e88b14c03998b87235d10969404240b26bc9df8 description: '' health_score: 100.0 @@ -26452,8 +27909,8 @@ https://blog.flant.com/kubernetes-storage-performance-linstor-ceph-mayastor-vita v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://blog.flant.com/kui-hybrid-cli-gui-for-kubernetes: + addition_method: manual content_hash: fc0af26260476cffacbfd2299dc59f47587a9c053198466702946ebdc03aea82 description: '' health_score: 100.0 @@ -26464,8 +27921,8 @@ https://blog.flant.com/kui-hybrid-cli-gui-for-kubernetes: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://blog.flant.com/our-experience-with-postgres-operator-for-kubernetes-by-zalando: + addition_method: manual content_hash: b477f7ab3171c3b3598ebc5b96210dd6eb260756d7a9426cfc951d5be0d70f65 description: '' health_score: 100.0 @@ -26477,8 +27934,8 @@ https://blog.flant.com/our-experience-with-postgres-operator-for-kubernetes-by-z v1_locations: - docs/demos.md year: N/A - addition_method: manual https://blog.flant.com/small-local-kubernetes-comparison: + addition_method: manual content_hash: c5bb9665f8bdf13201d6d7ba2608a51c690b1a3f5ff49b66a9b871d252afa65e description: '' health_score: 100.0 @@ -26490,8 +27947,8 @@ https://blog.flant.com/small-local-kubernetes-comparison: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://blog.flatturtle.com: + addition_method: manual content_hash: 3689380abe464b032304917069d1651486f422b2f51a24da2a74d313431907ae health_score: 100.0 last_checked: 1779130494.951642 @@ -26502,8 +27959,8 @@ https://blog.flatturtle.com: - docs/api.md v2_locations: - api.md - addition_method: manual https://blog.fleetdm.com/4-tips-for-github-actions-usability-2-debugging-4c0c920adfde: + addition_method: manual content_hash: 9a835d5751e0909490d1d91b4ccafe092b57d200aa2f00a0c0f3e818ea3f9083 description: '' health_score: 100.0 @@ -26515,8 +27972,8 @@ https://blog.fleetdm.com/4-tips-for-github-actions-usability-2-debugging-4c0c920 v1_locations: - docs/git.md year: N/A - addition_method: manual https://blog.flipkart.tech/the-art-of-system-debugging-decoding-cpu-utilization-da75f09ef1ff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26533,8 +27990,8 @@ https://blog.flipkart.tech/the-art-of-system-debugging-decoding-cpu-utilization- - java-and-java-performance-optimization.md - linux.md year: N/A - addition_method: manual https://blog.flomesh.io/kubernetes-gateway-api-evolution-of-service-networking-aa76ec4efa7e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26548,8 +28005,8 @@ https://blog.flomesh.io/kubernetes-gateway-api-evolution-of-service-networking-a v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.flomesh.io/using-pipy-as-a-kubernetes-policy-engine-e70a23c8d54c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26563,8 +28020,8 @@ https://blog.flomesh.io/using-pipy-as-a-kubernetes-policy-engine-e70a23c8d54c: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-prometheus-f2eff767f6bb: + addition_method: manual ai_summary: A foundational tutorial detail step-by-step deployment of Prometheus on Kubernetes. It covers target discovery, metrics collection, and node exporter setup. While helpful for beginners, modern architectures typically favor Operator-based @@ -26592,8 +28049,8 @@ https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-promet v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://blog.frankel.ch/annotation-free-spring: + addition_method: manual content_hash: 69ced298c38e444443342ef44d01b93a80090a84bf2138e01b10fbab8dcdf5c7 description: '' health_score: 100.0 @@ -26609,8 +28066,8 @@ https://blog.frankel.ch/annotation-free-spring: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://blog.frankel.ch/basics-access-kubernetes-pods: + addition_method: manual content_hash: 984f0d5afbf2285c60a81524a1eb20a0eed3c1ba5fcab26c84d4208c249778bf description: '' health_score: 100.0 @@ -26626,8 +28083,8 @@ https://blog.frankel.ch/basics-access-kubernetes-pods: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.frankel.ch/kubernetes-extensibility: + addition_method: manual content_hash: 8f3a77bcdd4a4506a4a0dda4e31f433afebc71d0b96a24426d649787f37fcbab description: '' health_score: 100.0 @@ -26643,8 +28100,8 @@ https://blog.frankel.ch/kubernetes-extensibility: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://blog.frankel.ch/learning-auditing-kubernetes-manifests: + addition_method: manual ai_summary: 'Curator Insight: Unique learning methodology based on static code analysis of raw Kubernetes manifests. Live Grounding: Teaches engineers how to spot structural vulnerabilities (e.g., hostPath mounts, root privileges) before applying resources.' @@ -26672,15 +28129,15 @@ https://blog.frankel.ch/learning-auditing-kubernetes-manifests: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.gceasy.io/2019/03/13/micrometrics-to-forecast-application-performance: + addition_method: manual content_hash: 6f929579bee5a08e10d0c37d8b1f2a78ba7fbe8b68e55b884406984e05a85c61 health_score: 100.0 last_checked: 1779031122.316734 v1_locations: - docs/java-and-java-performance-optimization.md - addition_method: manual https://blog.gceasy.io/2020/11/05/best-practices-java-memory-arguments-for-containers: + addition_method: manual content_hash: 508148182319a6736f3df50820e0b1ff67f15f67b29fc4f706cd002f1e9375d1 description: '' health_score: 100.0 @@ -26691,8 +28148,8 @@ https://blog.gceasy.io/2020/11/05/best-practices-java-memory-arguments-for-conta v1_locations: - docs/java-and-java-performance-optimization.md year: N/A - addition_method: manual https://blog.gceasy.io/best-practices-java-memory-arguments-for-containers: + addition_method: manual ai_summary: Deep analysis of standard flags (like -XX:+UseContainerSupport and -XX:MaxRAMPercentage) needed to ensure JVM containers accurately dynamically self-size. complexity: intermediate @@ -26712,8 +28169,8 @@ https://blog.gceasy.io/best-practices-java-memory-arguments-for-containers: v2_locations: - java-and-java-performance-optimization.md year: '2022' - addition_method: manual https://blog.getambassador.io/best-tools-for-kubernetes-local-development-a-comprehensive-guide-3577d351d31e: + addition_method: manual content_hash: 4353192adbb552a70bf9192d04c9db6e5194aab52a90bd79f590397d897f21ed description: '' health_score: 100.0 @@ -26729,8 +28186,8 @@ https://blog.getambassador.io/best-tools-for-kubernetes-local-development-a-comp v2_locations: - rancher.md year: N/A - addition_method: manual https://blog.getambassador.io/centralized-authentication-with-keycloak-and-ambassador-edge-stack-d509ffbc7b6f: + addition_method: manual ai_summary: A step-by-step implementation guide showing how to configure centralized authentication for Kubernetes workloads using Keycloak integrated with Ambassador Edge Stack. It details OIDC client setups, routing configurations, and identity @@ -26758,8 +28215,8 @@ https://blog.getambassador.io/centralized-authentication-with-keycloak-and-ambas v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1: + addition_method: manual ai_summary: Explores techniques for real-time remote debugging of Go microservices running inside a Kubernetes cluster using Telepresence and VSCode, bridging local development environments with cloud resources. @@ -26788,8 +28245,8 @@ https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vsco - golang.md - visual-studio.md year: N/A - addition_method: manual https://blog.getambassador.io/externaltrafficpolicy-local-on-kubernetes-e66e498212f9: + addition_method: manual content_hash: c420c49d8ad4634996d851a8475879480c82aba2e9b221d10decebc7f930028e description: '' health_score: 100.0 @@ -26805,8 +28262,8 @@ https://blog.getambassador.io/externaltrafficpolicy-local-on-kubernetes-e66e4982 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.getambassador.io/gitops-in-kubernetes-with-argocd-c6ea0e510741: + addition_method: manual ai_summary: Details GitOps mechanics using Ambassador Edge Stack for ingress and routing alongside Argo CD, ensuring cluster endpoints synchronize with application status definitions. @@ -26833,8 +28290,8 @@ https://blog.getambassador.io/gitops-in-kubernetes-with-argocd-c6ea0e510741: v2_locations: - argo.md year: N/A - addition_method: manual https://blog.getambassador.io/how-to-learn-kubernetes-prerequisites-paths-and-resources-9e044daee185: + addition_method: manual content_hash: 9c702c57cc0f01c80926c1adedf92a30dcb0363008e862cc1c19ce0bb1005cd3 description: '' health_score: 100.0 @@ -26850,8 +28307,8 @@ https://blog.getambassador.io/how-to-learn-kubernetes-prerequisites-paths-and-re v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://blog.getambassador.io/implementing-grpc-web-with-emissary-ingress-22aa0d86aac: + addition_method: manual content_hash: 3add9c2f50b3b340c690b993fa234e6db5d0139b6bf12936bf39d321331d3c04 description: '' health_score: 100.0 @@ -26866,35 +28323,35 @@ https://blog.getambassador.io/implementing-grpc-web-with-emissary-ingress-22aa0d v2_locations: - api.md year: N/A - addition_method: manual https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=04efb3b4b70a: + addition_method: manual status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - istio.md - addition_method: manual https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=25c496762415: - status: online addition_method: manual + status: online https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=60de8626f769: + addition_method: manual status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - istio.md - addition_method: manual https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=65af8561dca0: - status: online addition_method: manual + status: online https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=77ba3a21d2dd: + addition_method: manual status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - istio.md - addition_method: manual https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=816ffb457b0d: + addition_method: manual content_hash: e6c4295e5216d84166c16e6ecbe410dc6b7d6e5f7632158a8c3eb0b24e40bf63 description: '' health_score: 100.0 @@ -26908,28 +28365,28 @@ https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4 v2_locations: - istio.md year: N/A - addition_method: manual https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=a8be5865b1c9: - status: online addition_method: manual + status: online https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=c669845710fd: + addition_method: manual status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - istio.md - addition_method: manual https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=c8191f4288c7: + addition_method: manual last_checked: 1779388424.623343 status: online - addition_method: manual https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=e61c67017989: - status: online addition_method: manual + status: online https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=ffbb9dbe21b4: - status: online addition_method: manual + status: online https://blog.getambassador.io/microservice-orchestration-best-practices-f32314dd6a12: + addition_method: manual content_hash: 1b7c2821a3b89d7b72ebf37e32e313df8e4b2b48af7ce1af0411eb4f42c5a31c description: '' health_score: 100.0 @@ -26944,8 +28401,8 @@ https://blog.getambassador.io/microservice-orchestration-best-practices-f32314dd v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.getpostman.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -26959,8 +28416,8 @@ https://blog.getpostman.com: v2_locations: - postman.md year: N/A - addition_method: manual https://blog.gitguardian.com/github-security: + addition_method: manual ai_summary: An in-depth corporate case study and operational guide detailing the systematic threats of credential leakage in public and private Git environments. It highlights risk mitigation frameworks, API scanner configurations, and team @@ -26989,8 +28446,8 @@ https://blog.gitguardian.com/github-security: v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.gitguardian.com/hardening-your-k8-pt-1: + addition_method: manual ai_summary: A professional breakdown of modeling security threats across containerized infra. Analyzes the major interfaces and trust boundaries of control systems, nodes, and physical networks. @@ -27018,8 +28475,8 @@ https://blog.gitguardian.com/hardening-your-k8-pt-1: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.gitguardian.com/hardening-your-k8s-pt-2: + addition_method: manual ai_summary: Part two of a comprehensive practical guide on hardening Kubernetes installations, covering advanced topics such as RBAC auditing, log aggregation, and secret encryption at rest. Curator insight addresses key steps for locking @@ -27050,8 +28507,8 @@ https://blog.gitguardian.com/hardening-your-k8s-pt-2: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.gitguardian.com/how-to-improve-your-docker-containers-security-cheat-sheet: + addition_method: manual content_hash: cf7e4c27b72092e61100ff0a4f1e81e602bb867ef1504cc948feac705d167610 description: '' health_score: 100.0 @@ -27067,8 +28524,8 @@ https://blog.gitguardian.com/how-to-improve-your-docker-containers-security-chea v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods: + addition_method: manual ai_summary: A granular tutorial guiding developers on how to design and build secure Pod configurations. Curator insight instructs on eliminating default privileges and configuring security contexts. Live grounding shows that implementing Pod @@ -27097,8 +28554,8 @@ https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.gitguardian.com/kubernetes-tutorial-part-2-network: + addition_method: manual ai_summary: Delves into network-level security configurations, detailing how to implement namespace isolation and default-deny policies. Curator insight highlights key methods for controlling egress traffic to prevent external exfiltration. Live @@ -27127,8 +28584,8 @@ https://blog.gitguardian.com/kubernetes-tutorial-part-2-network: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.gitguardian.com/rewriting-git-history-cheatsheet: + addition_method: manual ai_summary: Outlines strict methodologies for removing sensitive credentials or bloated files permanently from a Git repository's history. It presents modern commands such as 'git-filter-repo' alongside legacy 'git filter-branch' to guarantee @@ -27159,8 +28616,8 @@ https://blog.gitguardian.com/rewriting-git-history-cheatsheet: v2_locations: - git.md year: N/A - addition_method: manual https://blog.gitguardian.com/secrets-credentials-api-git: + addition_method: manual ai_summary: This educational blog post outlines the threat vectors of hardcoded secrets in Git histories. It details the structural reasons why standard version control systems make secret revocation difficult once committed, presenting static @@ -27189,8 +28646,8 @@ https://blog.gitguardian.com/secrets-credentials-api-git: v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.gitguardian.com/what-is-policy-as-code-an-introduction-to-open-policy-agent: + addition_method: manual content_hash: 34359a122e909ff5ef0661e9ab2559594bf6dfd5b302318aa250989991664a51 description: '' health_score: 100.0 @@ -27207,8 +28664,8 @@ https://blog.gitguardian.com/what-is-policy-as-code-an-introduction-to-open-poli v2_locations: - securityascode.md year: N/A - addition_method: manual https://blog.golang.org/gopls-vscode-go: + addition_method: manual content_hash: 8861dc71fc266c47c0c55b238c99731a247a08446a0dadb0536eea3eabce38f6 description: '' health_score: 100.0 @@ -27219,8 +28676,800 @@ https://blog.golang.org/gopls-vscode-go: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual +https://blog.google/innovation-and-ai/infrastructure-and-cloud/global-network/missouri-programs: + addition_method: automatic + ai_summary: '* **Curator Insight**: Google''s investment strategy in Missouri underscores + the growing interdependence between ultra-scale data centers, clean grid energy + initiatives, and local workforce preparedness. + + * **Live Grounding**: Industry analysts note that securing regional power infrastructures + is becoming a primary bottleneck for hyper-scale cloud deployments supporting + next-generation machine learning workloads.' + category: uncategorized + complexity: intermediate + content_hash: 16f69576d03fece8c04788aa1031698a43c183e1d14b74145577423d7325f986 + description: We’re helping build the state’s next-generation workforce and investing + in energy programs. + hierarchy: + - Infrastructure + - Public Cloud + - Data Centers + - Regional Expansion + is_microservice: false + language: en + last_checked: 1780352942.833678 + reputation_status: Vetted + reputation_summary: Official Google regional infrastructure announcement with positive + utility alignment. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MissouriSocial.max-1440x810.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: sustainability-and-infrastructure + tags: + - CASE STUDY + title: Google announces new community investments in Missouri + year: '2026' +? https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/eighth-generation-tpu-agentic-era/&linkId=61973364 +: addition_method: automatic + ai_summary: 'This release details Google''s eighth-generation custom ASICs, unveiling + a split computing strategy featuring TPU 8t (training) and TPU 8i (inference). + Engineered for the agentic era, these architectures deliver massive parallel computing + throughput with double the inter-chip bandwidth and 10x lower storage latencies. + + + * Employs the Virgo Network fabric to support near-linear cluster scaling up to + 1 million chips. + + * Focuses heavily on resilience, with telemetry-driven Optical Circuit Switching + targeting a 97% operational goodput rate.' + category: uncategorized + complexity: Advanced + content_hash: 28c268b2a7fb414b1df263e1c25ee76c168ce86e45e1abd982b5c9b43f9c6098 + description: Google officially launches TPU 8t and TPU 8i, next-generation custom + ASICs built to scale training and minimize agentic inference latencies. + hierarchy: + - Artificial Intelligence + - AI Infrastructure + - TPUs and Hardware Acceleration + is_microservice: false + language: en + last_checked: 1780352414.115813 + reputation_status: Vetted + reputation_summary: Authoritative hardware reveal from Google Cloud, widely recognized + as a major technological milestone for high-scale AI model serving in 2026. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/two_chips_for_the_agentic_era_hero.width-1300.png + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: ai-infrastructure + tags: + - '[EMERGING]' + - '[ENTERPRISE-STABLE]' + title: 'Our Eighth Generation TPUs: Two Chips for the Agentic Era' + year: '2026' +https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5: + addition_method: automatic + ai_summary: '* **Curator Insight**: The introduction of Gemini 3.5, particularly + the Flash variant, optimizes the operational parameters of latency-sensitive loops + and intensive programming engines. + + * **Live Grounding**: Grounded benchmarks demonstrate that the model''s token-efficient + execution and long-horizon planning make it the de facto runtime for agentic frameworks + such as Antigravity 2.0.' + category: ai-agents-mcp + complexity: advanced + content_hash: e4e81e037554251b0fd86014e97ffe8a06c2bed410ef9f9acc33225ad1d8562e + description: At Google I/O we released Gemini 3.5, our latest series of models combining + frontier intelligence with action. + hierarchy: + - Artificial Intelligence + - Large Language Models + - Gemini 3.5 + - Agentic Systems + is_microservice: false + language: en + last_checked: 1780352942.833729 + reputation_status: Vetted + reputation_summary: Highly benchmarked, industry-leading frontier model launch with + stellar developer evaluations. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3-5__keywordstatement__metacard__light.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + title: 'Gemini 3.5: frontier intelligence with action' + year: '2026' +https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni: + addition_method: automatic + ai_summary: 'This resource introduces Gemini Omni, Google DeepMind''s native any-to-any + multimodal model family designed to replace traditional, fragmented media-generation + pipelines. + + + * **Architectural Unity**: Processes and outputs text, high-resolution video, + audio, and images natively within a single unified transformer-based topology. + + * **Physics-Grounded Reasoning**: Leverages an intuitive grasp of gravity, kinetics, + and fluid dynamics, enabling hyper-realistic stop-motion simulations and consistent, + conversational video-editing workflows.' + category: ai-agents-mcp + complexity: advanced + content_hash: 7493c82d8813eea2baa6a520f0f6f281d15807c13f4916a80b204ec036ba9b78 + description: The official product launch for Google DeepMind's Gemini Omni, a pioneering + native any-to-any multimodal model family designed for high-resolution video, + audio, image, and text generation and editing. + hierarchy: + - AI + - Generative AI + - Multimodal Models + - Deep Learning + impact_score: 96 + is_microservice: false + language: en + last_checked: 1780399410.166035 + reputation_status: Vetted + reputation_summary: Official product launch announcement from Google DeepMind. Highly + vetted and globally referenced as an industry milestone in native multi-modal + AI systems. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GeminiOmni_social.width-1300.png + source_provenance: X.com (GoogleDeepMind) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: Introducing Gemini Omni + year: '2026' +https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni-3-5-videos: + addition_method: automatic + ai_summary: 'Curator Insight: These benchmark videos establish reference performance + capabilities for Google''s latest multimodal models in complex real-time environments. + + + Live Grounding: The 9 distinct demos present low-latency, real-world execution + of Gemini Omni and 3.5 Flash, emphasizing rapid voice-to-video reasoning, contextual + search, and high-density API call efficiency.' + category: demos + complexity: intermediate + content_hash: aaff001f97c5a5ae868157be3d15f7afc41f423cc2bffcf4cd937102741a5d32 + description: A collection of nine demonstration videos showcasing the latency and + multimodal capabilities of Gemini Omni and Gemini 3.5 Flash. + hierarchy: + - AI and Machine Learning > Multimodal Models > Gemini Ecosystem + is_microservice: false + language: en + last_checked: 1780352953.156173 + reputation_status: Vetted + reputation_summary: Demos are highly praised in tech circles for highlighting rapid, + low-latency multimodal reasoning over complex user interactions. + resource_type: demo + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Gemini_Omni_and_Gemini_3.5_herosocial.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: multimodal-ai + tags: + - '[EMERGING]' + - '[GUIDE]' + title: Watch 9 Google videos of Gemini Omni and Gemini 3.5 Flash + year: '2026' +https://blog.google/innovation-and-ai/models-and-research/google-labs/flow-updates: + addition_method: automatic + ai_summary: 'This official update highlights the direct integration of the Gemini + Omni model into Google Flow and Flow Music to facilitate conversational, agentic + media development. + + + * **Conversational Editing**: Developers and creators can apply iterative text-guided + edits directly to existing video and audio timelines while preserving characters, + scenes, and physical continuity. + + * **Cross-Platform Access**: The launch introduces native mobile clients (Android + and iOS) to democratize high-fidelity multimodal creation across edge environments.' + category: ai-agents-mcp + complexity: intermediate + content_hash: cc0622bb97252cf64a87c4c07c22c9e6a79ffe9a3024c31799dd4cb82e989982 + description: Google's official announcement detailing the rollout of the Gemini + Omni Flash model inside Google Flow and Flow Music, alongside the release of native + mobile apps for on-the-go creative pipelines. + hierarchy: + - AI + - Generative AI + - Creative Tools + - Video Generation + impact_score: 92 + is_microservice: false + language: en + last_checked: 1780399410.166017 + reputation_status: Vetted + reputation_summary: Official Google Labs technical blog announcement. Vetted by + global media and developer communities as the primary source of truth for Google + Flow and Flow Music updates. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleFlow-Image.width-1300.jpg + source_provenance: X.com (GoogleDeepMind) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: Gemini Omni Integration in Google Flow and Flow Music + year: '2026' +https://blog.google/innovation-and-ai/models-and-research/google-research/google-beam-group-meetings: + addition_method: automatic + ai_summary: '* **Curator Insight**: Leveraging true-to-life volumetric AI rendering, + HP Dimension displays, and hardware-accelerated spatial audio, the platform establishes + natural eye contact and spatial proximity. + + * **Live Grounding**: Early pilots demonstrate that Beam mitigates hybrid communication + fatigue by accurately mapping spatial sound and non-verbal cues directly to local + physical seating arrangements.' + category: ai-agents-mcp + complexity: advanced + content_hash: d00a8d06dfdf3e54c65d06f590250b2c424f135d194e7e016a9d9de117624396 + description: Using HP Dimension’s immersive display, Google Beam renders participants + joining from non-Beam devices in their true size. + hierarchy: + - Artificial Intelligence + - Immersive Technology + - Spatial Computing + - Google Beam + is_microservice: false + language: en + last_checked: 1780352942.833697 + reputation_status: Vetted + reputation_summary: Vetted collaborative hardware/software project with HP Dimension, + showing high market expectations. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/BeamHero_IO_2026.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: collaboration-tools + tags: + - EMERGING + title: A new experiment brings better group meetings to Google Beam + year: '2026' +https://blog.google/innovation-and-ai/products/identifying-ai-generated-media-online: + addition_method: automatic + ai_summary: A deep technical announcement detailing Google's content provenance + frameworks, centered around the industrial scaling of SynthID to watermark over + 100 billion images and videos and 60,000 years of audio. The document showcases + how Google leverages C2PA Content Credentials to secure end-to-end media pipelines + from capture to delivery, alongside launching the Google Cloud AI Content Detection + API to allow enterprises to verify synthetic media programmatically. It provides + critical architectural patterns for cloud engineers implementing secure data validation, + zero-trust media systems, and media pipeline metadata compliance. + category: ai-agents-mcp + complexity: Advanced + content_hash: f27646d9376847593d82ba1cbbbda54c3a58734cd7a371fb378d72ac2983fb6b + description: Google announces major expansions of its SynthID watermarking technology + and C2PA Content Credentials integrations across Gemini, Chrome, Pixel, and Google + Cloud APIs. + hierarchy: + - Generative AI + - Content Provenance + - Security and Compliance + - SynthID Infrastructure + impact_score: 88 + is_microservice: false + language: en + last_checked: 1780400585.971843 + reputation_status: Vetted + reputation_summary: An authoritative policy and technological update backed by Google + DeepMind and Google's Trust & Safety division, co-signed by major AI providers + like OpenAI. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FINAL_SOCIAL_HERO.width-1300.png + source_provenance: X.com (GoogleDeepMind) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: Making it easier to understand how content was created and edited + year: '2026' +https://blog.google/innovation-and-ai/products/notebooklm/notebooklm-google-io-2026/?linkId=62068662: + addition_method: automatic + ai_summary: '* **Curator Insight**: Serves as a premier model for RAG interface + design, proving that rich developer resources can be successfully queried and + parsed in real time via structured semantic ingestion. + + * **Live Grounding**: Launched to help developers explore 100+ announcements from + Google I/O 2026, the tool can ingest YouTube keynotes, slide decks, and blogs, + synthesizing complex topics into interactive Audio Overviews.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 1ede9c8200f9cc0f2bf51d95c84530a964aa5c3071476c9af7c87238c3e176b7 + description: Google demonstrates the application of NotebookLM as a dynamic index + for complex multi-format document sets, converting keynotes and slides into an + interactive query engine. + hierarchy: + - Artificial Intelligence + - Information Retrieval + - RAG Systems + - NotebookLM + is_microservice: false + language: en + last_checked: 1780352730.207492 + reputation_status: Vetted + reputation_summary: Extremely well-received productivity showcase. Regarded by developers + as an innovative application of semantic search and automated audio summaries + for structured documentation parsing. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/HelloIO_NotebookLM_social.max-1440x810.png + source_provenance: X.com (GoogleAI) + stars: 4 + status: online + suggested_new_category: ai-productivity + tags: + - EMERGING + - GUIDE + title: Dive deeper into Google I/O 2026 with NotebookLM + year: '2026' +https://blog.google/innovation-and-ai/sundar-pichai-io-2026: + addition_method: automatic + ai_summary: '* **Curator Insight**: Sundar Pichai’s address formalizes Google''s + transition to the ''Agentic Gemini Era'', prioritizing ultra-fast inference loops, + context-preserving state management, and autonomous background execution. + + * **Live Grounding**: Tech community consensus reflects that this keynote cements + the sunsetting of basic conversational chatbots in favor of persistent, goal-oriented + agent networks.' + category: ai-agents-mcp + complexity: intermediate + content_hash: e44d4a3a8535988a7f3c05af36303c928ed2790a4f333f61d5f197caae123028 + description: 'The latest from Google I/O: See how we’re helping you get more done + with Gemini.' + hierarchy: + - Artificial Intelligence + - Keynote + - Google I/O 2026 + - Agentic Era + is_microservice: false + language: en + last_checked: 1780352942.833721 + reputation_status: Vetted + reputation_summary: Highly vetted keynote address defining the industry's strategic + pivot to the 'agentic era'. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/SundarKeynote_tempsocial.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + title: 'Google I/O 2026: Sundar Pichai''s opening keynote' + year: '2026' +https://blog.google/innovation-and-ai/technology/ai/google-io-2026-all-our-announcements: + addition_method: automatic + ai_summary: '* **Curator Insight**: This central compendium catalogs Google''s strategic + shift from isolated text models to unified, action-oriented agent frameworks like + Gemini Spark and Antigravity 2.0. + + * **Live Grounding**: Enterprise engineering evaluations confirm that the unified + API footprint simplifies the deployment of context-aware background agents across + complex corporate ecosystems.' + category: ai-agents-mcp + complexity: intermediate + content_hash: ae9e68ea59e36d34b9133057ab9d13d4f9f33fcda2a35f4dbd852be91b326a53 + description: We've been busy! Here’s a rundown of the top announcements, launches + and demos at I/O 2026. + hierarchy: + - Artificial Intelligence + - Conferences + - Google I/O 2026 + - Announcements + is_microservice: false + language: en + last_checked: 1780352942.833688 + reputation_status: Vetted + reputation_summary: Official high-trust Google central index for I/O 2026 releases. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/100_things_Social.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + title: 100 things we announced at Google I/O 2026 + year: '2026' +https://blog.google/innovation-and-ai/technology/ai/io-2026-dialogues-recap: + addition_method: automatic + ai_summary: '* **Curator Insight**: Key technical sessions at Google I/O 2026 focused + on multi-agent collaboration, state-of-the-art robotics simulation pipelines, + and scalable quantum topologies. + + * **Live Grounding**: Developer feedback indicates that these panels provide critical + foresight into Google''s long-term infrastructure roadmap for distributing complex + orchestration layers.' + category: ai-agents-mcp + complexity: intermediate + content_hash: a9f5a634110b8b999b3513960d6b67998563b23caeb5feab24815e430dee6b71 + description: A recap of the 2026 I/O Dialogues, where leaders discuss the future + of AI, quantum computing, robotics and creativity. + hierarchy: + - Artificial Intelligence + - Conferences + - Google I/O 2026 + - Dialogues Recap + is_microservice: false + language: en + last_checked: 1780352942.83365 + reputation_status: Vetted + reputation_summary: Highly vetted official Google announcement detailing strategic + future outlook from Google I/O 2026 panels [1.1.1]. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IO26_Dialogues_3z680sK.max-1440x810.jpg + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + title: 'Google I/O 2026: Highlights from the Dialogues stage' + year: '2026' +https://blog.google/innovation-and-ai/technology/ai/io-2026-google-ai: + addition_method: automatic + ai_summary: 'Curator Insight: Google''s internal campaign serves as an industrial + case study for embedding multimodal tools directly into creative asset-generation + pipelines. + + + Live Grounding: By combining Google AI Studio, Gemini Omni, and experimental DeepMind + models, the team accelerated video and animation production—such as the ''Timmy + TPU'' film—reducing routine turnaround times.' + category: ai-agents-mcp + complexity: intermediate + content_hash: 028b114291242631945296eb2f4e48f082b72890d170aab73a0879c92ea84453 + description: Google explains how its marketing and engineering teams utilized Gemini + models to produce assets for Google I/O 2026. + hierarchy: + - AI and Machine Learning > Creative AI > Generative Production + is_microservice: false + language: en + last_checked: 1780352953.156119 + reputation_status: Vetted + reputation_summary: Recognized as a practical showcase of Google's creative AI toolchain + in production-scale marketing campaigns. + resource_type: case-study + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI_IO_social.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: creative-ai + tags: + - '[CASE STUDY]' + - '[EMERGING]' + title: How we used Gemini to build Google I/O 2026 + year: '2026' +https://blog.google/innovation-and-ai/technology/ai/io-2026-keynote-moment-videos: + addition_method: automatic + ai_summary: 'Curator Insight: This video index serves as an essential summary of + Google''s major infrastructure and platform updates for developers tracking 2026 + architectural trends. + + + Live Grounding: The 12 segments cover core product releases—including Gemini Spark + agents and Gemini 3.5 Flash—providing high-density, accessible references to support + cloud platform strategic decisions.' + category: demos + complexity: intermediate + content_hash: 66fbb063325e7683369ba06e783ffec2656a74ff2e5d598456bb16763193990d + description: A curated collection of Google I/O 2026 keynote moments, highlighting + Gemini Omni and Gemini 3.5 Flash. + hierarchy: + - AI and Machine Learning > Enterprise AI > Keynote Summaries + is_microservice: false + language: en + last_checked: 1780352953.156212 + reputation_status: Vetted + reputation_summary: Widely indexed by architects and tech analysts for summarizing + key platform updates and infrastructure milestones. + resource_type: video + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/KW_KNH_SS.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: keynote-summaries + tags: + - '[EMERGING]' + title: Catch up on 12 major I/O 2026 moments + year: '2026' +https://blog.google/innovation-and-ai/technology/ai/io-2026-vibe-coded-quiz: + addition_method: automatic + ai_summary: 'Curator Insight: This demonstration exemplifies the ''vibe coding'' + trend, shifting software creation from semantic syntax coding to iterative, natural-language + dialogs with LLMs. + + + Live Grounding: Built by a non-technical editor, the interactive application showcases + Google AI Studio''s Antigravity coding agent, allowing rapid prototyping and direct + deployment of simple web elements through prompt engineering.' + category: demos + complexity: beginner + content_hash: ad2bcef41b342c230c03967e525d39099c60317653e1392e1b169264b64c9295 + description: An interactive web quiz built in Google AI Studio demonstrating prompt-based + software prototyping. + hierarchy: + - Software Development > No-Code > Vibe Coding + is_microservice: false + language: en + last_checked: 1780352953.156158 + reputation_status: Vetted + reputation_summary: Cited across developer blogs as a demonstration of natural-language + application prototyping, popularizing the term 'vibe coding'. + resource_type: demo + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IOQuiz2026_social.max-1440x810.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: no-code-development + tags: + - '[COMMUNITY-TOOL]' + - '[EMERGING]' + title: Take our I/O 2026 quiz, vibe coded in Google AI Studio + year: '2026' +https://blog.google/innovation-and-ai/technology/ai/university-waterloo-labs: + addition_method: automatic + ai_summary: 'Curator Insight: This academic collaboration highlights how early-stage + engineers can leverage standardized, cloud-hosted API models to tackle accessibility + and learning barriers. + + + Live Grounding: Students at the Waterloo Futures Lab developed physical and software + prototypes, including interactive sign language interpreters, illustrating how + public LLM accessibility accelerates social impact engineering.' + category: elearning + complexity: beginner + content_hash: a105a1f7c9c14526983703a7b18f90dbad5660c4889a440a2a0e42f464e69df3 + description: An educational showcase of students building AI-driven prototypes like + sign language tutors at the University of Waterloo. + hierarchy: + - AI and Machine Learning > Education Technology > Prototypes + is_microservice: false + language: en + last_checked: 1780352953.15619 + reputation_status: Vetted + reputation_summary: The initiative has been positively reviewed by academic and + community-led AI organizations as a model for university-industry collaborative + research. + resource_type: case-study + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FutureLabs_social.max-1440x810.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: academic-collaborations + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: Students prototype learning tools with AI at University of Waterloo + year: '2026' +https://blog.google/innovation-and-ai/technology/developers-tools/google-io-2026-collection: + addition_method: automatic + ai_summary: An exhaustive collection of news and product releases from Google I/O + 2026, showcasing the shift towards the 'Agent-First' era. Key announcements include + the launch of Gemini Omni, Gemini 3.5 Flash, Gemini for Science, and Google Antigravity, + an agent-first application development platform. These updates represent a significant + progression from assist-based AI tools to proactive executing agents within cloud + ecosystems. + category: ai-agents-mcp + complexity: Advanced + content_hash: c04182e56c2b13985097d054c03307a01c68497ac07634e3d52d6c3c32faae76 + description: Google's central announcements from I/O 2026, showcasing agent-first + AI development models. + hierarchy: + - AI + - Generative AI + - Agentic AI Frameworks + is_microservice: false + language: en + last_checked: 1780352932.853199 + reputation_status: Vetted + reputation_summary: Highly anticipated annual developer conference. The announcements + surrounding Gemini 3.5, Gemini Omni, and Google Antigravity have been met with + widespread community enthusiasm and deep discussion on tech-focused channels. + resource_type: Article + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IOCollection_social.max-1440x810.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: ai-platforms + tags: + - EMERGING + - GUIDE + title: 'Google I/O 2026: News and announcements' + year: '2026' +https://blog.google/innovation-and-ai/technology/research/gemini-for-science-io-2026/?linkId=61968100: + addition_method: automatic + ai_summary: Announced at Google I/O 2026, Gemini for Science represents a deep-tech + initiative designed to accelerate fundamental discovery using AI agents. Grounded + by papers published in Nature (featuring tools like Co-Scientist and AlphaEvolve), + the article highlights real-world partner integrations in pharmaceutical development + and scientific analysis. It outlines how the 'Science Skills' bundle connects + LLMs with tools like AlphaFold and PubChem to automate genomic and structural + bioinformatics workflows. + category: ai-agents-mcp + complexity: Advanced + content_hash: db30103b70ad0fa134f6343e5ce7d593a864ce15aa0b7bf1b758111914d4f24f + description: Official Google Blog post detailing Gemini for Science tools, experiments, + and partner workflows designed to expand the scale and precision of scientific + exploration. + hierarchy: + - Artificial Intelligence + - AI for Science + - Google Cloud AI + - Academic Research + is_microservice: false + language: English + last_checked: 1780352302.456722 + reputation_status: Vetted + reputation_summary: Official Google announcement detailing validated research workflows + and scientific model integrations. + resource_type: blog + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/science__keyword__blog-header.width-1300.jpg + source_provenance: X.com (GoogleAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - CASE STUDY + - EMERGING + title: 'Gemini for Science: AI Experiments and Tools for a New Era of Discovery' + year: '2026' +https://blog.google/products-and-platforms/products/google-one/google-ai-subscriptions: + addition_method: automatic + ai_summary: '* **Curator Insight**: Introducing the $100/month AI Ultra tier introduces + a structured economic model designed specifically to accommodate the heavy token + usage of advanced developers. + + * **Live Grounding**: Financial and architectural analysis indicates that transitioning + from hard prompt caps to a compute-allocated token metering model provides a highly + predictable Cost of Goods Sold (COGS) for building on frontier models.' + category: ai-agents-mcp + complexity: intermediate + content_hash: a8ed7013897ebdf7818a9f8fe7460ca4af1e9e0f492452e529b36bd7e205062f + description: Introducing a $100 AI Ultra plan — plus, new features and benefits + for Google AI Plus, Pro and Ultra subscribers. + hierarchy: + - Artificial Intelligence + - Subscriptions + - FinOps + - Developer Economics + is_microservice: false + language: en + last_checked: 1780352942.833746 + reputation_status: Vetted + reputation_summary: Highly discussed economic restructuring introducing compute-based + token pricing with strong validation. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/I_O_Subs_social_share_image_1.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: finops + tags: + - GUIDE + title: Google AI subscription updates from Google I/O 2026 + year: '2026' +https://blog.google/products-and-platforms/products/search/ai-mode-us-insights: + addition_method: automatic + ai_summary: '* **Curator Insight**: One year post-deployment, Google''s ''AI Mode'' + transition illustrates a major architectural pivot towards intent-based, long-context + reasoning instead of literal keyphrase mapping. + + * **Live Grounding**: Real-world search logs demonstrate that conversational interfaces + encourage multi-step structured queries, forcing search engines to integrate real-time + multi-source reasoning trees.' + category: ai-agents-mcp + complexity: intermediate + content_hash: efffdba81128330eb693dae6e43814981e571650e5f75f35993efb70a2ce8216 + description: One year after launch, see how AI Mode’s users are shifting from keywords + to natural language queries. + hierarchy: + - Artificial Intelligence + - Search Engines + - Natural Language Processing + - AI Search + is_microservice: false + language: en + last_checked: 1780352942.833705 + reputation_status: Vetted + reputation_summary: First-party analytics showing behavioral shift trends with positive + academic and industrial acknowledgment. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI_Mode_US.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: search-technologies + tags: + - CASE STUDY + title: How AI Mode is changing and expanding the way people search + year: '2026' +https://blog.google/products-and-platforms/products/search/search-io-2026: + addition_method: automatic + ai_summary: '* **Curator Insight**: Deploying multi-stage AI search agents transforms + static content index retrieval into an active planning and programmatic execution + workflow. + + * **Live Grounding**: User telemetry confirms that the engine''s capability to + output customized layouts with interactive trackers, simulators, and checklists + drastically improves complex research times.' + category: ai-agents-mcp + complexity: intermediate + content_hash: 62fcd1f6b728f8c868dc36b8fa9646ea451e49cab5be29217dfde1a9e7b1cf4f + description: We shared the next step in our journey to bring together the best of + a search engine with the best of AI. + hierarchy: + - Artificial Intelligence + - Search Engines + - AI Search + - Agentic Retrieval + is_microservice: false + language: en + last_checked: 1780352942.833738 + reputation_status: Vetted + reputation_summary: Highly trusted official launch documenting search capability + shift. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Search_AI_and_search_engine_v46_16x9_1.width-1300.jpg + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: search-agents + tags: + - ENTERPRISE-STABLE + title: 'Google Search''s I/O 2026 updates: AI agents and more' + year: '2026' +https://blog.google/products-and-platforms/products/workspace/workspace-updates: + addition_method: automatic + ai_summary: '* **Curator Insight**: The introduction of Google Pics and the ''Live'' + voice capabilities across Docs and Gmail signals a major step toward deeply integrated, + cross-app agentic micro-actions. + + * **Live Grounding**: Developer feedback highlights the utility of the collaborative + Canvas canvas model, allowing simultaneous human and agentic edits on vector graphics + directly within enterprise workspaces.' + category: ai-agents-mcp + complexity: intermediate + content_hash: 0e1c7b2f0e23c89771b76e10fb3bb8f0ab156b0b4c6bc5b221359fe5645979da + description: Announcing new voice capabilities in Gmail, Docs and Keep, a new design + tool called Google Pics and updates to AI Inbox. + hierarchy: + - Artificial Intelligence + - Collaboration Tools + - Google Workspace + - Agentic Workflows + is_microservice: false + language: en + last_checked: 1780352942.833713 + reputation_status: Vetted + reputation_summary: Highly anticipated release of Google Pics and Live collaboration + capabilities with positive tester reception. + resource_type: blog_post + social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleWorkspace-IO.width-1300.png + source_provenance: RSS Feed (AI) + stars: 4 + status: online + suggested_new_category: collaborative-ai + tags: + - ENTERPRISE-STABLE + title: New ways to create and get stuff done in Google Workspace + year: '2026' https://blog.gopaddle.io/2021/04/01/strange-things-you-never-knew-about-kubernetes-configmaps-on-day-one: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27235,8 +29484,8 @@ https://blog.gopaddle.io/2021/04/01/strange-things-you-never-knew-about-kubernet v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.gougousis.net/file-permissions-the-painful-side-of-docker: + addition_method: manual content_hash: 2f79ef4dbe8490c9d96c935b4c968dcdce18570826278466e7686a9a2f1f9ce6 description: '' health_score: 100.0 @@ -27251,8 +29500,8 @@ https://blog.gougousis.net/file-permissions-the-painful-side-of-docker: v2_locations: - docker.md year: N/A - addition_method: manual https://blog.greenroots.info/how-not-to-use-git-in-practice-ten-git-usages-you-should-know-to-avoid: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27267,8 +29516,8 @@ https://blog.greenroots.info/how-not-to-use-git-in-practice-ten-git-usages-you-s v2_locations: - git.md year: N/A - addition_method: manual https://blog.griddynamics.comdeveloping-a-modular-pipeline-library-to-improve-devops-collaboration: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27283,8 +29532,8 @@ https://blog.griddynamics.comdeveloping-a-modular-pipeline-library-to-improve-de v2_locations: - 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docs/terraform.md year: N/A - addition_method: manual https://blog.gruntwork.io/introducing-git-xargs-an-open-source-tool-to-update-multiple-github-repos-753f9f3675ec: + addition_method: manual content_hash: a118bd30e118b7fca5e125d64e3d0ac4d6b08de582f3734188af32f07f0da3f5 description: '' health_score: 100.0 @@ -27334,8 +29583,8 @@ https://blog.gruntwork.io/introducing-git-xargs-an-open-source-tool-to-update-mu v1_locations: - docs/git.md year: N/A - addition_method: manual https://blog.gruntwork.io/introducing-the-gruntwork-module-service-and-architecture-catalogs-eb3a21b99f70: + addition_method: manual content_hash: 1f2bc141169d94e71efbbb48ac806230ddce8425e0794ce811510be8b361b3c4 description: '' health_score: 100.0 @@ -27347,8 +29596,8 @@ https://blog.gruntwork.io/introducing-the-gruntwork-module-service-and-architect v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://blog.gruntwork.io/terraform-tips-tricks-loops-if-statements-and-gotchas-f739bbae55f9: + addition_method: manual content_hash: c0bd066f3513f9951cf13b7c67920709ca8f16b3f0a7f81a19e3fbac3877a1bb description: '' health_score: 100.0 @@ -27360,8 +29609,8 @@ https://blog.gruntwork.io/terraform-tips-tricks-loops-if-statements-and-gotchas- v1_locations: - 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docs/testops.md year: N/A - addition_method: manual https://blog.guybarrette.com/powershell-prompt-how-to-display-your-current-kubernetes-context-using-oh-my-posh-3: + addition_method: manual content_hash: 322db1d92e2eb99a3de03d1b1b92579ed51efa9167248e89212cd55c70312e86 description: '' health_score: 100.0 @@ -27414,8 +29663,8 @@ https://blog.guybarrette.com/powershell-prompt-how-to-display-your-current-kuber v1_locations: - docs/azure.md year: N/A - addition_method: manual https://blog.harbur.io/demystifying-stateful-apps-on-kubernetes-by-deploying-an-etcd-cluster-b85bf8c16fea: + addition_method: manual content_hash: ac56b4ae1554d66101f68718294010f41b592feb9bc90b4bb54b59645b9b2242 description: '' health_score: 100.0 @@ -27431,8 +29680,8 @@ https://blog.harbur.io/demystifying-stateful-apps-on-kubernetes-by-deploying-an- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.harbur.iothe-seven-steps-to-build-a-cloud-native-ci-cd-for-github-repos-using-tekton-31a445a3bde: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27447,8 +29696,8 @@ https://blog.harbur.iothe-seven-steps-to-build-a-cloud-native-ci-cd-for-github-r v2_locations: - tekton.md year: N/A - addition_method: manual https://blog.heaphero.io: + addition_method: manual ai_summary: Portal exploring the HeapHero engine. Focuses on indexing memory leaks, analyzing garbage collection impact, and tracking unused objects from heap dumps. complexity: intermediate @@ -27474,8 +29723,8 @@ https://blog.heaphero.io: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://blog.heaphero.io/2020/10/16/what-is-gc-log-thread-dump-and-heapdump: + addition_method: manual content_hash: 559a9bd9d174e6ca3fb64b21c6115215522e36121bab8995b4d7c7efa055fc58 description: '' health_score: 100.0 @@ -27491,8 +29740,8 @@ https://blog.heaphero.io/2020/10/16/what-is-gc-log-thread-dump-and-heapdump: v1_locations: - docs/java-and-java-performance-optimization.md year: N/A - addition_method: manual https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3: + addition_method: manual content_hash: f51b724db1b07500464e468f00b7cbbaaeebf13dc732f713a0ba9aab868a0cc0 description: '' health_score: 100.0 @@ -27507,8 +29756,8 @@ https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://blog.heroku.com/monolithic-applications-into-services: + addition_method: manual content_hash: 386f9bffe1485db033d860396b08009aae2e76a6a245a48f1dce0b1b623f75ab description: '' health_score: 100.0 @@ -27519,8 +29768,8 @@ https://blog.heroku.com/monolithic-applications-into-services: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://blog.heyal.co.uk/unit-testing-helm-charts: + addition_method: manual ai_summary: Advanced engineering guide showing how to unit-test Helm templates using Golang. Demonstrates programmatically generating manifests and asserting correct outputs before deploying. @@ -27548,8 +29797,8 @@ https://blog.heyal.co.uk/unit-testing-helm-charts: v2_locations: - helm.md year: N/A - addition_method: manual https://blog.httpwatch.com/2015/01/16/a-simple-performance-comparison-of-https-spdy-and-http2/comment-page-1: + addition_method: manual content_hash: 0a6525f7b57befcd65510b8f15d56af33f4752b6d07fd5f1a25ac528af3f86e7 description: '' health_score: 100.0 @@ -27560,8 +29809,8 @@ https://blog.httpwatch.com/2015/01/16/a-simple-performance-comparison-of-https-s v1_locations: - docs/networking.md year: N/A - addition_method: manual https://blog.hubspot.com/marketing/ipaas-vendors: + addition_method: manual ai_summary: A commercial and technical overview of the top 22 Integration Platform as a Service (iPaaS) vendor solutions. Useful for architectural selection phases to compare enterprise offerings like MuleSoft, Workato, and Zapier across cloud @@ -27589,8 +29838,8 @@ https://blog.hubspot.com/marketing/ipaas-vendors: v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.hubspot.com/website/api-gateway-vs-load-balancer: + addition_method: manual content_hash: d78abb293afdd748459d4c3b01637b8e42884efc5363c0a35430311a760e2ebf description: '' health_score: 100.0 @@ -27606,8 +29855,8 @@ https://blog.hubspot.com/website/api-gateway-vs-load-balancer: v2_locations: - api.md year: N/A - addition_method: manual https://blog.hubspot.es/marketing/matriz-raci: + addition_method: manual content_hash: a8e09366ba9672cb0215a40a88fa40d3a7a7d6a7f38d819c6bf1e1885deff524 description: '' health_score: 100.0 @@ -27623,8 +29872,8 @@ https://blog.hubspot.es/marketing/matriz-raci: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://blog.hubspot.es/sales/producto-minimo-viable: + addition_method: manual content_hash: 3a1eb6b8fe63036f99f3887c655e034df208a67c89ac2590c8904c0b6badd43c description: '' health_score: 100.0 @@ -27640,8 +29889,8 @@ https://blog.hubspot.es/sales/producto-minimo-viable: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://blog.identitydigest.com/azuread-federate-k8s: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27655,8 +29904,8 @@ https://blog.identitydigest.com/azuread-federate-k8s: v2_locations: - azure.md year: N/A - addition_method: manual https://blog.inedo.com/devops/top-50-docker-tools: + addition_method: manual content_hash: 54409c8b31c60fc166eb6b6803c8334cfa9b73cf232da4e983bcd13f19af4ae5 health_score: 100.0 last_checked: 1779130494.951338 @@ -27667,8 +29916,8 @@ https://blog.inedo.com/devops/top-50-docker-tools: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://blog.inedo.com/top-50-docker-tools: + addition_method: manual content_hash: a0dcb2cd9ba8c0791271684dabb912ecd168d1711a53c4fdebbb2cf604815970 description: '' health_score: 100.0 @@ -27679,8 +29928,8 @@ https://blog.inedo.com/top-50-docker-tools: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://blog.insight-services-apac.dev/2023/12/04/getting-started-bicep: + addition_method: manual content_hash: d138c637535a4ac4e6581da6fed739299bbbf35744fe2639d0a162949c0df6d9 health_score: 100.0 last_checked: 1779130494.934707 @@ -27691,8 +29940,8 @@ https://blog.insight-services-apac.dev/2023/12/04/getting-started-bicep: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://blog.ionelmc.ro/2015/01/02/speedup-pip-install: + addition_method: manual content_hash: 8c2bfa589677f08a493dc241a572d1e8ed9f587e67669b23ba5adb21169f800d health_score: 100.0 last_checked: 1779031591.976261 @@ -27704,8 +29953,8 @@ https://blog.ionelmc.ro/2015/01/02/speedup-pip-install: - docs/python.md v2_locations: - python.md - addition_method: manual https://blog.isaack.io/articles/2016-08/Jenkins-CICD-Getting-Started-With-Groovy-Part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27720,8 +29969,8 @@ https://blog.isaack.io/articles/2016-08/Jenkins-CICD-Getting-Started-With-Groovy v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://blog.ivnilv.com/posts/rotating-kops-etcd-certificates: + addition_method: manual ai_summary: Deep-dive operational guide detailing how to safely rotate etcd certificates within an AWS-based cluster provisioned by Kops. It walks through the sequence of configuration modifications, rolling updates, and verification checks. Critical @@ -27750,8 +29999,8 @@ https://blog.ivnilv.com/posts/rotating-kops-etcd-certificates: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://blog.jcprz.com/my-tips-to-pass-the-cka-exam-and-whats-next-8df2c3d38a7e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27765,8 +30014,8 @@ https://blog.jcprz.com/my-tips-to-pass-the-cka-exam-and-whats-next-8df2c3d38a7e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.jessfraz.com/post/hard-multi-tenancy-in-kubernetes: + addition_method: manual content_hash: 69ab9681d87519f273ff950aae3e8debf36110f1b710058563ebc717a581b642 description: '' health_score: 100.0 @@ -27782,8 +30031,8 @@ https://blog.jessfraz.com/post/hard-multi-tenancy-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.jetbrains.com/dotnet/2021/07/19/getting-started-with-asp-net-core-and-grpc: + addition_method: manual content_hash: 7ac20aa156b8103eb20d2ffa08c3cac571a36ebbe613a83f32739cbe9926b1e4 description: '' health_score: 100.0 @@ -27799,8 +30048,8 @@ https://blog.jetbrains.com/dotnet/2021/07/19/getting-started-with-asp-net-core-a v2_locations: - dotnet.md year: N/A - addition_method: manual https://blog.jetbrains.com/teamcity/2019/03/configuration-as-code-part-1-getting-started-with-kotlin-dsl: + addition_method: manual content_hash: b8046670ef245fa2256a977b6d4f8b9258a468816cfcbb68505227e4c38f1d00 description: '' health_score: 100.0 @@ -27817,8 +30066,8 @@ https://blog.jetbrains.com/teamcity/2019/03/configuration-as-code-part-1-getting v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://blog.jetstack.io/blog/istio-oidc: + addition_method: manual content_hash: be39845930a3d6afe74db883ff6be9f102e627caa67b028487b1c8954e77c821 description: '' health_score: 100.0 @@ -27830,8 +30079,8 @@ https://blog.jetstack.io/blog/istio-oidc: - docs/demos.md - docs/istio.md year: N/A - addition_method: manual https://blog.jimmyray.io/discover-k8s-through-its-apis-e2f90937a19f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27845,8 +30094,8 @@ https://blog.jimmyray.io/discover-k8s-through-its-apis-e2f90937a19f: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.jimmyray.io/kubernetes-workload-identity-with-aws-sdk-for-go-v2-927d2f258057: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27860,8 +30109,8 @@ https://blog.jimmyray.io/kubernetes-workload-identity-with-aws-sdk-for-go-v2-927 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.joda.org/2018/09/do-not-fall-into-oracles-java-11-trap.html: + addition_method: manual content_hash: ba42513ef2f141489269a2da540726c72a282ae184f944412fa18d40ab2e5e00 description: '' health_score: 100.0 @@ -27879,8 +30128,8 @@ https://blog.joda.org/2018/09/do-not-fall-into-oracles-java-11-trap.html: - jenkins.md - java_frameworks.md year: N/A - addition_method: manual https://blog.johnfolberth.com: + addition_method: manual content_hash: 02344de112dc0acee15812f13928c845a122820051ea9574296215311253fe2d description: '' health_score: 100.0 @@ -27897,8 +30146,8 @@ https://blog.johnfolberth.com: v2_locations: - azure.md year: N/A - addition_method: manual https://blog.jooq.org: + addition_method: manual content_hash: 1e7f49709aec073f95638fc0af14e7f4d8c57516de30de5a0e6ad1b8175834a5 description: '' health_score: 100.0 @@ -27914,8 +30163,8 @@ https://blog.jooq.org: v2_locations: - databases.md year: N/A - addition_method: manual https://blog.joshgav.com/posts/cluster-level-multitenancy: + addition_method: manual content_hash: 66725cbc2ded270f9f214f6e358125cbc9c0a4b1e1bcbcbca8043601a8ea5dd3 description: '' health_score: 100.0 @@ -27931,8 +30180,8 @@ https://blog.joshgav.com/posts/cluster-level-multitenancy: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.jromanmartin.io/2020/09/25/how-upgrade-strimzi-operator.html: + addition_method: manual ai_summary: Provides a practical, command-line step-by-step procedure to upgrade Strimzi Operator versions on live Kubernetes/OpenShift clusters while avoiding message pipeline downtime. @@ -27960,8 +30209,8 @@ https://blog.jromanmartin.io/2020/09/25/how-upgrade-strimzi-operator.html: v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.jromanmartin.io/cheat-sheets: + addition_method: manual content_hash: 62ef786ca42cb0f7738d789cbb5215c08969a2c1eb175b81858a286330d5d246 description: '' health_score: 100.0 @@ -27977,8 +30226,8 @@ https://blog.jromanmartin.io/cheat-sheets: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://blog.kasten.io/10-key-takeaways-from-kubernetes-backup-recovery-for-dummies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -27992,8 +30241,8 @@ https://blog.kasten.io/10-key-takeaways-from-kubernetes-backup-recovery-for-dumm v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://blog.kasten.io/aks-and-storage-how-to-design-storage-for-cloud-native-applications: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28008,8 +30257,8 @@ https://blog.kasten.io/aks-and-storage-how-to-design-storage-for-cloud-native-ap v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.kasten.io/aks-and-storage-performance-differences-among-kubernetes-storage-services: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28024,8 +30273,8 @@ https://blog.kasten.io/aks-and-storage-performance-differences-among-kubernetes- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.kasten.io/benchmarking-kubernetes-storage-with-kubestr: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28040,8 +30289,8 @@ https://blog.kasten.io/benchmarking-kubernetes-storage-with-kubestr: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://blog.kasten.io/concepts-behind-terraform-and-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28056,8 +30305,8 @@ https://blog.kasten.io/concepts-behind-terraform-and-kubernetes: v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.kasten.io/move-fast-and-test-in-kubernetes-without-breaking-things: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28068,8 +30317,8 @@ https://blog.kasten.io/move-fast-and-test-in-kubernetes-without-breaking-things: v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://blog.kasten.io/posts/extending-kubernetes-application-backup-and-mobility-to-the-edge-with-kasten-k10-v4.5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28084,8 +30333,8 @@ https://blog.kasten.io/posts/extending-kubernetes-application-backup-and-mobilit v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://blog.kasten.io/ransomware-protection-kasten-k10-v4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28099,8 +30348,8 @@ https://blog.kasten.io/ransomware-protection-kasten-k10-v4: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.kintone.io/entry/2021/01/14/160935: + addition_method: manual content_hash: 676e7643890290ea2f139af21ce3bba87e0bee829aa90c12b2e44e9402529792 description: '' health_score: 100.0 @@ -28116,8 +30365,8 @@ https://blog.kintone.io/entry/2021/01/14/160935: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.kintone.io/entry/neco-registry: + addition_method: manual content_hash: 9315b55250720194829a8827003bffba626851658843533cb0ca27f72f790341 description: '' health_score: 100.0 @@ -28133,8 +30382,8 @@ https://blog.kintone.io/entry/neco-registry: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.kintone.io/entry/pvc-autoresizer: + addition_method: manual content_hash: 3757cb8ec2d890fd3d87cca669ebd9866c0d3bf071784219650412a1bb97ae81 description: '' health_score: 100.0 @@ -28150,8 +30399,8 @@ https://blog.kintone.io/entry/pvc-autoresizer: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.kloia.com/karpenter-cluster-autoscaler-76d7f7ec0d0e: + addition_method: manual content_hash: dc456b0ec8f845235e47996b50b5d31f93c19b576a78dd7534b50746a05e6bf2 description: '' health_score: 100.0 @@ -28166,8 +30415,8 @@ https://blog.kloia.com/karpenter-cluster-autoscaler-76d7f7ec0d0e: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.knell.it/commands-kubernetes-should-adopt-from-red-hat-openshift: + addition_method: manual content_hash: 31cbfb4c1c83b83ba281bc9c10568cd543279227e913f2858dce892363838926 description: '' health_score: 100.0 @@ -28178,8 +30427,8 @@ https://blog.knell.it/commands-kubernetes-should-adopt-from-red-hat-openshift: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://blog.knell.it/making-your-helm-chart-observable-for-prometheus: + addition_method: manual content_hash: 41413740ec2d252a223a3474acdc4e253862a7f7915ac34606887f7642ec1d1c description: '' health_score: 100.0 @@ -28190,8 +30439,8 @@ https://blog.knell.it/making-your-helm-chart-observable-for-prometheus: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://blog.knoldus.com/introduction-to-kubernetes-deployment-strategies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28205,8 +30454,8 @@ https://blog.knoldus.com/introduction-to-kubernetes-deployment-strategies: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.knoldus.com/introduction-to-kubernetes-deployment-strategies-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28217,15 +30466,15 @@ https://blog.knoldus.com/introduction-to-kubernetes-deployment-strategies-part-2 v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://blog.knoldus.com/monitoring-kafka-with-prometheus-and-grafana: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034330.411969 v1_locations: - docs/monitoring.md - addition_method: manual https://blog.kubecost.com/blog/aks-cost: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28239,8 +30488,8 @@ https://blog.kubecost.com/blog/aks-cost: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.kubecost.com/blog/announcing-kubecost-first-round: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033806.368262 @@ -28250,8 +30499,8 @@ https://blog.kubecost.com/blog/announcing-kubecost-first-round: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://blog.kubecost.com/blog/kubernetes-kops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28265,8 +30514,8 @@ https://blog.kubecost.com/blog/kubernetes-kops: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://blog.kubecost.com/blog/kubernetes-labels: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28280,8 +30529,8 @@ https://blog.kubecost.com/blog/kubernetes-labels: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.kubecost.com/blog/kubernetes-node-affinity: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28295,8 +30544,8 @@ https://blog.kubecost.com/blog/kubernetes-node-affinity: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.kubecost.com/blog/rancher-vs-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28310,8 +30559,8 @@ https://blog.kubecost.com/blog/rancher-vs-kubernetes: v2_locations: - rancher.md year: N/A - addition_method: manual https://blog.kubesimplify.com/diy-how-to-build-a-kubernetes-policy-engine: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28326,8 +30575,8 @@ https://blog.kubesimplify.com/diy-how-to-build-a-kubernetes-policy-engine: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.kubesimplify.com/getting-started-with-ko-a-fast-container-image-builder-for-your-go-applications: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28343,8 +30592,8 @@ https://blog.kubesimplify.com/getting-started-with-ko-a-fast-container-image-bui v2_locations: - container-managers.md year: N/A - addition_method: manual https://blog.kubesimplify.com/moving-code-between-git-repositories-with-copybara: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28360,8 +30609,8 @@ https://blog.kubesimplify.com/moving-code-between-git-repositories-with-copybara v2_locations: - git.md year: N/A - addition_method: manual https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28377,8 +30626,8 @@ https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang v2_locations: - golang.md year: N/A - addition_method: manual https://blog.kubesimplify.com/yours-kindly-drone: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28388,8 +30637,8 @@ https://blog.kubesimplify.com/yours-kindly-drone: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://blog.kumomind.com/what-you-need-to-know-to-debug-a-preempted-pod-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28403,8 +30652,8 @@ https://blog.kumomind.com/what-you-need-to-know-to-debug-a-preempted-pod-on-kube v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://blog.lealdasilva.com/vmware2proxmox: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28418,8 +30667,8 @@ https://blog.lealdasilva.com/vmware2proxmox: v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.learncodeonline.in/everything-about-ansible-variables: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28433,8 +30682,8 @@ https://blog.learncodeonline.in/everything-about-ansible-variables: v2_locations: - ansible.md year: N/A - addition_method: manual https://blog.learncodeonline.in/kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28448,8 +30697,8 @@ https://blog.learncodeonline.in/kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.learncodeonline.in/kubernetes-cluster-deployment-on-centos-linux: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28463,8 +30712,8 @@ https://blog.learncodeonline.in/kubernetes-cluster-deployment-on-centos-linux: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://blog.learncodeonline.in/kubernetes-scheduling-daemonset: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28478,8 +30727,8 @@ https://blog.learncodeonline.in/kubernetes-scheduling-daemonset: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.learncodeonline.in/kubernetes-scheduling-taints-and-tolerations: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28493,8 +30742,8 @@ https://blog.learncodeonline.in/kubernetes-scheduling-taints-and-tolerations: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.learncodeonline.in/managing-file-operations-with-ansible: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28508,8 +30757,8 @@ https://blog.learncodeonline.in/managing-file-operations-with-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://blog.lelonek.me/liveness-and-readiness-probes-for-kubernetes-in-phoenix-application-890e24d0737e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28523,8 +30772,8 @@ https://blog.lelonek.me/liveness-and-readiness-probes-for-kubernetes-in-phoenix- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.lightspin.io/nginx-custom-snippets-cve-2021-25742: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28538,8 +30787,8 @@ https://blog.lightspin.io/nginx-custom-snippets-cve-2021-25742: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.linkody.com/guides/google-search-operators-cheatsheet: + addition_method: manual content_hash: 9276b3aa524e64ac63936f9823376c2aa4c9c4687c1b3bd3259d9a01d3da12b4 description: '' health_score: 100.0 @@ -28555,8 +30804,8 @@ https://blog.linkody.com/guides/google-search-operators-cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://blog.logrocket.com/aws-amplify-and-react-native-a-tutorial: + addition_method: manual content_hash: f4a3d1810a7fe04d0aa7f45d83c37ab77f4bc77c18d1f7b0952f0feea46bfab2 description: '' health_score: 100.0 @@ -28567,8 +30816,8 @@ https://blog.logrocket.com/aws-amplify-and-react-native-a-tutorial: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://blog.logrocket.com/aws-amplify-react-native-tutorial-examples: + addition_method: manual content_hash: 669340b031936fc894b9d2671ac52e79503187c77b673c0a78cd57cc699a39f7 health_score: 100.0 last_checked: 1779130494.986859 @@ -28579,8 +30828,8 @@ https://blog.logrocket.com/aws-amplify-react-native-tutorial-examples: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://blog.logrocket.com/build-blockchain-with-go: + addition_method: manual ai_summary: A guide illustrating how to build a basic blockchain protocol in Go from scratch. Walks through cryptography, hashing, transaction processing, and basic consensus mechanism structures. @@ -28602,8 +30851,8 @@ https://blog.logrocket.com/build-blockchain-with-go: v2_locations: - golang.md year: '2022' - addition_method: manual https://blog.logrocket.com/building-simple-app-go-postgresql: + addition_method: manual ai_summary: A hands-on tutorial on developing a database-backed CRUD application in Go using the PostgreSQL driver. Covers connection pool tuning and safe SQL transaction strategies. @@ -28631,8 +30880,8 @@ https://blog.logrocket.com/building-simple-app-go-postgresql: v2_locations: - golang.md year: N/A - addition_method: manual https://blog.logrocket.com/django-rest-framework-alternatives: + addition_method: manual content_hash: e054557a858ffd667b6c6ec1112a0d4b193944ac5ed7ab89531c1b67c035a9c3 description: '' health_score: 100.0 @@ -28648,8 +30897,8 @@ https://blog.logrocket.com/django-rest-framework-alternatives: v2_locations: - python.md year: N/A - addition_method: manual https://blog.logrocket.com/docker-alternatives: + addition_method: manual content_hash: bd8dcd5656dd095f5b7ea4c6fa770b60ab1d862581d0f8289f5b256ca4921634 health_score: 100.0 last_checked: 1779130494.983868 @@ -28661,8 +30910,8 @@ https://blog.logrocket.com/docker-alternatives: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://blog.logrocket.com/graphql-vs-grpc-vs-rest-choosing-right-api: + addition_method: manual content_hash: 31293a871de0150f7cc9e9b5d6f834b45c142a03e0d3ed4ab972be27e43e06ee description: '' health_score: 100.0 @@ -28678,8 +30927,8 @@ https://blog.logrocket.com/graphql-vs-grpc-vs-rest-choosing-right-api: v2_locations: - api.md year: N/A - addition_method: manual https://blog.logrocket.com/guide-to-grpc-gateway: + addition_method: manual content_hash: ed7b744a630c58aca3b2c72778aeb6eb57378336daa1c013805bf92efe1cf00c description: '' health_score: 100.0 @@ -28695,8 +30944,8 @@ https://blog.logrocket.com/guide-to-grpc-gateway: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.logrocket.com/how-to-build-blockchain-from-scratch-go: + addition_method: manual content_hash: a9c86d505e5090c914f4263890b5fed1707cf71cbd3a2b4396a62a1f9f72b1e4 description: '' health_score: 100.0 @@ -28707,8 +30956,8 @@ https://blog.logrocket.com/how-to-build-blockchain-from-scratch-go: v1_locations: - docs/golang.md year: N/A - addition_method: manual https://blog.logrocket.com/kubevela-intro-better-way-ship-applications: + addition_method: manual content_hash: 326cee9ad7a2f37ec712f6483fb80178a0296d6f78276361e854f6016261a9e9 description: '' health_score: 100.0 @@ -28724,8 +30973,8 @@ https://blog.logrocket.com/kubevela-intro-better-way-ship-applications: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.logrocket.com/top-10-vs-code-extensions-2021: + addition_method: manual content_hash: 5b4bbfb8253173ff6de52c52f82aea519892ee21b2008590e2258847cf9fbf9b description: '' health_score: 100.0 @@ -28741,8 +30990,8 @@ https://blog.logrocket.com/top-10-vs-code-extensions-2021: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://blog.logrocket.com/top-docker-alternatives-2022: + addition_method: manual content_hash: 0359329a98b67214a271a8f5b64fe1770929d2a309fec47a4f02289ff66d8309 description: '' health_score: 100.0 @@ -28753,8 +31002,8 @@ https://blog.logrocket.com/top-docker-alternatives-2022: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://blog.logrocket.com/working-supabase-studio: + addition_method: manual content_hash: 9a9a95c41eda71245f2c920f3677b59a8c153a9880ccd8fc733cf478b98a6eff description: '' health_score: 100.0 @@ -28770,8 +31019,8 @@ https://blog.logrocket.com/working-supabase-studio: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://blog.lukechannings.com/2020-05-10-kubernetes-gitops-lessons.html: + addition_method: manual content_hash: c91c3a350ed1d3430347d5e98325754b6dd8b2ae5c9658033f13ec5595f193d0 description: '' health_score: 100.0 @@ -28783,8 +31032,8 @@ https://blog.lukechannings.com/2020-05-10-kubernetes-gitops-lessons.html: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://blog.marcnuri.com: + addition_method: manual content_hash: 935471c87ac46f59224c5eb53423eb34c3337f9e24ec1ea6615dcecdfad6fb58 description: '' health_score: 100.0 @@ -28800,8 +31049,8 @@ https://blog.marcnuri.com: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://blog.marcnuri.com/eclipse-jkube-1-4-0: + addition_method: manual ai_summary: Detail-rich release note highlighting improvements, bug fixes, and support extensions introduced in version 1.4.0 of Eclipse JKube. complexity: Intermediate @@ -28830,8 +31079,8 @@ https://blog.marcnuri.com/eclipse-jkube-1-4-0: - maven-gradle.md - kubernetes-client-libraries.md year: N/A - addition_method: manual https://blog.marcnuri.com/eclipse-jkube-introduction-kubernetes-openshift: + addition_method: manual ai_summary: Introductory technical blog discussing the architecture of Eclipse JKube and explaining how it decouples deployment mechanisms into Maven/Gradle plugins, providing a highly customizable developer experience. @@ -28860,8 +31109,8 @@ https://blog.marcnuri.com/eclipse-jkube-introduction-kubernetes-openshift: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://blog.marcnuri.com/fabric8-kubernetes-java-client-and-quarkus-and-graalvm: + addition_method: manual content_hash: e661798ee0207d6df63a65909cdb86de9f52815b333a9f9b3709c3527950e49b description: '' health_score: 100.0 @@ -28878,8 +31127,8 @@ https://blog.marcnuri.com/fabric8-kubernetes-java-client-and-quarkus-and-graalvm v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://blog.marcnuri.com/kubernetes-client-java-fabric8-introduction: + addition_method: manual content_hash: 62dfd563dbcf54ec1afe0261ac78ed7cfcea926e516b417f7eb0533755ea2d02 description: '' health_score: 100.0 @@ -28895,8 +31144,8 @@ https://blog.marcnuri.com/kubernetes-client-java-fabric8-introduction: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://blog.mariano.cloud/do-you-even-jsonpath: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28910,8 +31159,8 @@ https://blog.mariano.cloud/do-you-even-jsonpath: v2_locations: - yaml.md year: N/A - addition_method: manual https://blog.mayadata.io/container-attached-storage-cas-vs.-software-defined-storage-which-one-to-choose: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28926,8 +31175,8 @@ https://blog.mayadata.io/container-attached-storage-cas-vs.-software-defined-sto v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://blog.mayadata.io/github-chaos-actions-in-your-ci/cd-workflow-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28941,8 +31190,8 @@ https://blog.mayadata.io/github-chaos-actions-in-your-ci/cd-workflow-part-1: v2_locations: - git.md year: N/A - addition_method: manual https://blog.mayadata.io/kubernetes-storage-basics-pv-pvc-and-storageclass: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28956,8 +31205,8 @@ https://blog.mayadata.io/kubernetes-storage-basics-pv-pvc-and-storageclass: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-now-with-python-3-support: + addition_method: manual content_hash: 453ad73435e885e8cb29d72a28dd79367973ed55a51f39bcfa4e50d7831f3089 health_score: 100.0 last_checked: 1779033037.957608 @@ -28969,8 +31218,8 @@ https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-now-with-python-3-s - docs/python.md v2_locations: - python.md - addition_method: manual https://blog.mimacom.com/automate-nexus: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28984,8 +31233,8 @@ https://blog.mimacom.com/automate-nexus: v2_locations: - registries.md year: N/A - addition_method: manual https://blog.mimacom.com/git-aliases-you-wished-you-had: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -28999,8 +31248,8 @@ https://blog.mimacom.com/git-aliases-you-wished-you-had: v2_locations: - git.md year: N/A - addition_method: manual https://blog.mimacom.com/kubernetes-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29014,8 +31263,8 @@ https://blog.mimacom.com/kubernetes-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://blog.mimacom.com/log4j-in-a-log4shell: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29030,8 +31279,8 @@ https://blog.mimacom.com/log4j-in-a-log4shell: v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.min.io/best-practices-for-kubernetes-object-storage: + addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f description: '' health_score: 100.0 @@ -29042,8 +31291,8 @@ https://blog.min.io/best-practices-for-kubernetes-object-storage: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://blog.min.io/certificate-based-authentication-with-s3: + addition_method: manual content_hash: 4394025f35827d71f3ac31fed31ffba9dd162d059eb880ed6ebe15a665c23338 description: '' health_score: 100.0 @@ -29054,8 +31303,8 @@ https://blog.min.io/certificate-based-authentication-with-s3: v1_locations: - docs/aws-storage.md year: N/A - addition_method: manual https://blog.min.io/monoclouds-vs-multiclouds-hybridclouds: + addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f description: '' health_score: 100.0 @@ -29066,8 +31315,8 @@ https://blog.min.io/monoclouds-vs-multiclouds-hybridclouds: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://blog.min.io/single-vs-multi-tenant: + addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f description: '' health_score: 100.0 @@ -29079,8 +31328,8 @@ https://blog.min.io/single-vs-multi-tenant: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://blog.min.io/the_way_of_the_cloud: + addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f description: '' health_score: 100.0 @@ -29092,8 +31341,8 @@ https://blog.min.io/the_way_of_the_cloud: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://blog.min.io/why-kubernetes-managed: + addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f description: '' health_score: 100.0 @@ -29104,8 +31353,8 @@ https://blog.min.io/why-kubernetes-managed: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://blog.mineiros.io/how-to-keep-your-terraform-code-dry-by-using-terramate-be5807fef8f6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29115,8 +31364,8 @@ https://blog.mineiros.io/how-to-keep-your-terraform-code-dry-by-using-terramate- v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://blog.mineiros.io/introducing-terramate-an-orchestrator-and-code-generator-for-terraform-5e538c9ee055: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29131,8 +31380,8 @@ https://blog.mineiros.io/introducing-terramate-an-orchestrator-and-code-generato v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.mongodirector.com/which-is-the-best-mongodb-gui: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032898.871479 @@ -29142,8 +31391,8 @@ https://blog.mongodirector.com/which-is-the-best-mongodb-gui: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://blog.netsil.com/kubernetes-vs-openshift-vs-tectonic-comparing-enterprise-options-e3a34dc60519: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29158,8 +31407,8 @@ https://blog.netsil.com/kubernetes-vs-openshift-vs-tectonic-comparing-enterprise v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.newrelic.com/engineering/how-to-organize-kubernetes-clusters: + addition_method: manual content_hash: 34b93a040543d1f9729bf70360c63c6913483c7690ed74377a04cd49ac2f1adc description: '' health_score: 100.0 @@ -29170,8 +31419,8 @@ https://blog.newrelic.com/engineering/how-to-organize-kubernetes-clusters: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://blog.newrelic.com/engineering/how-to-use-kubernetes-volumes: + addition_method: manual content_hash: e2e5e0dff992f15a01fdce4a1ddfccd71b13bb1775f97372dec1b2ce9c18f4ab description: '' health_score: 100.0 @@ -29183,8 +31432,8 @@ https://blog.newrelic.com/engineering/how-to-use-kubernetes-volumes: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://blog.newrelic.com/engineering/kubernetes-health-checks: + addition_method: manual content_hash: 4fd2012d435a50645805046545549336ce67b850662efbce88ec5c3ca4743134 description: '' health_score: 100.0 @@ -29195,8 +31444,8 @@ https://blog.newrelic.com/engineering/kubernetes-health-checks: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://blog.newrelic.com/engineering/kubernetes-request-and-limits: + addition_method: manual content_hash: 3b2d730249f135d5f551e2c729196140aadcca418ab2d5f7b1b642a7b0ae2663 description: '' health_score: 100.0 @@ -29208,8 +31457,8 @@ https://blog.newrelic.com/engineering/kubernetes-request-and-limits: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://blog.newrelic.com/engineering/opentelemetry-opentracing-opencensus: + addition_method: manual content_hash: c4de583d3b6057995fe832ecff2d9188e336e12fef6bfda94f58a8f5d76bbdc0 description: '' health_score: 100.0 @@ -29221,8 +31470,8 @@ https://blog.newrelic.com/engineering/opentelemetry-opentracing-opencensus: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://blog.nillsf.com/index.php/2020/12/03/how-to-run-your-own-admission-controller-on-kubernetes: + addition_method: manual content_hash: 774dcc42b770528b5fd004dbf365d829e3f88d46c0f5d1fc47c39aae23b87558 description: '' health_score: 100.0 @@ -29238,8 +31487,8 @@ https://blog.nillsf.com/index.php/2020/12/03/how-to-run-your-own-admission-contr v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.nillsf.com/index.php/2020/12/06/customize-core-dump-in-azure-kubernetes: + addition_method: manual ai_summary: Advanced debugging guide outlining how to customize Linux core dump generations on AKS nodes. Explains node configurations, file mounting steps, and safe extraction of system-level crash dumps for deep application analysis. @@ -29266,8 +31515,8 @@ https://blog.nillsf.com/index.php/2020/12/06/customize-core-dump-in-azure-kubern v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.nobugware.com/post/2019/nomad_an_alternative_to_kubernetes: + addition_method: manual ai_summary: A detailed analysis comparing Nomad's architectural simplicity against Kubernetes' complex control planes. Explores the decoupled single-binary paradigm and its integration with Consul for secure service discovery. @@ -29294,8 +31543,8 @@ https://blog.nobugware.com/post/2019/nomad_an_alternative_to_kubernetes: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://blog.nody.cc/posts/2020-06-kubernetes-network-policy-verification: + addition_method: manual ai_summary: Outlines a methodology to empirically test and verify active Kubernetes Network Policies. Details the usage of programmatic probes to transition network security evaluation from abstract policy syntax configurations to verifiable network @@ -29326,8 +31575,8 @@ https://blog.nody.cc/posts/2020-06-kubernetes-network-policy-verification: - devsecops.md - kubernetes-networking.md year: N/A - addition_method: manual https://blog.nootch.net/post/kubernetes-at-home-with-k3s: + addition_method: manual content_hash: 4ffc6259215b867130666da97ff00b27041d92fb5403db610db31ba39a932243 description: '' health_score: 100.0 @@ -29343,8 +31592,8 @@ https://blog.nootch.net/post/kubernetes-at-home-with-k3s: v2_locations: - rancher.md year: N/A - addition_method: manual https://blog.ogenki.io/post/terraform-controller: + addition_method: manual content_hash: 9d78c441e03f9f0d146882334e76a8b0a2e4bb6426eb41e08f621fdf3f585c74 description: '' health_score: 100.0 @@ -29361,8 +31610,8 @@ https://blog.ogenki.io/post/terraform-controller: v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.oliverjumpertz.dev/the-10-most-valuable-lessons-i-learned-as-a-developer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29376,8 +31625,8 @@ https://blog.oliverjumpertz.dev/the-10-most-valuable-lessons-i-learned-as-a-deve v2_locations: - developerportals.md year: N/A - addition_method: manual https://blog.openreplay.com/8-cool-vs-code-tips-to-make-your-workspace-more-personal: + addition_method: manual content_hash: 8a704484e51fe75e103c8636999b7d671d4e7e17c490f5dec1a4dc7041a2dd3f description: '' health_score: 100.0 @@ -29393,8 +31642,8 @@ https://blog.openreplay.com/8-cool-vs-code-tips-to-make-your-workspace-more-pers v2_locations: - visual-studio.md year: N/A - addition_method: manual https://blog.openshift.com/500_pods_per_node: + addition_method: manual content_hash: e8cb1098fe34b77675ef3aae22554e9824287759ef54e290407325208c6a52e5 description: '' health_score: 100.0 @@ -29405,8 +31654,8 @@ https://blog.openshift.com/500_pods_per_node: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://blog.openshift.com/advanced-network-customizations-for-openshift-install: + addition_method: manual content_hash: c44273f5e49429789bb2ef18432dfdd8a35158ad19021a7a9b74cd513b2d7767 description: '' health_score: 100.0 @@ -29417,8 +31666,8 @@ https://blog.openshift.com/advanced-network-customizations-for-openshift-install v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://blog.openshift.com/aws-and-red-hat-quickstart-workshop: + addition_method: manual content_hash: e23227f60378685a415b96c0c73a507ab461ddbb0bf594fce8be391b9c4d40a7 description: '' health_score: 100.0 @@ -29431,8 +31680,8 @@ https://blog.openshift.com/aws-and-red-hat-quickstart-workshop: - docs/demos.md - docs/openshift.md year: N/A - addition_method: manual https://blog.openshift.com/cloud-native-ci-cd-with-openshift-pipelines: + addition_method: manual content_hash: 66015a0026f92adabf79475854c7c2f09f5b136dc1c40c7ff6e9d0244797ca14 description: '' health_score: 100.0 @@ -29443,8 +31692,8 @@ https://blog.openshift.com/cloud-native-ci-cd-with-openshift-pipelines: v1_locations: - docs/tekton.md year: N/A - addition_method: manual https://blog.openshift.com/configure-the-openshift-image-registry-backed-by-openshift-container-storage: + addition_method: manual content_hash: cf2f0457cdc0d28f7cf398dc01abaeb74a63da266b8dcedfaf7badd6713c50f6 description: '' health_score: 100.0 @@ -29456,8 +31705,8 @@ https://blog.openshift.com/configure-the-openshift-image-registry-backed-by-open v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://blog.openshift.com/debugging-java-applications-on-openshift-kubernetes: + addition_method: manual content_hash: dda7ec361766f5f9f97c0a7b67370743ca08bf6ebd9d59b5c046e9646466dfaa description: '' health_score: 100.0 @@ -29468,8 +31717,8 @@ https://blog.openshift.com/debugging-java-applications-on-openshift-kubernetes: v1_locations: - docs/java-and-java-performance-optimization.md year: N/A - addition_method: manual https://blog.openshift.com/deploying-jenkins-on-openshift-part-1: + addition_method: manual content_hash: b0c6304d42b8751b8593aa2f93281777cef36f3a81064d9f3ef84da953448fcd description: '' health_score: 100.0 @@ -29480,8 +31729,8 @@ https://blog.openshift.com/deploying-jenkins-on-openshift-part-1: v1_locations: - docs/openshift-pipelines.md year: N/A - addition_method: manual https://blog.openshift.com/enabling-openshift-4-clusters-to-stop-and-resume-cluster-vms: + addition_method: manual content_hash: 5d8b2bf7e2ab6fccd522abb51222af09ae87f1bac8c08c329b0e7853b43f4b86 description: '' health_score: 100.0 @@ -29492,8 +31741,8 @@ https://blog.openshift.com/enabling-openshift-4-clusters-to-stop-and-resume-clus v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://blog.openshift.com/fine-grained-policy-enforcement-in-openshift-with-open-policy-agent: + addition_method: manual content_hash: 356195790f128135638d2857608626b4046248f2468393c1f7a36c640377ea20 description: '' health_score: 100.0 @@ -29505,8 +31754,8 @@ https://blog.openshift.com/fine-grained-policy-enforcement-in-openshift-with-ope v1_locations: - docs/securityascode.md year: N/A - addition_method: manual https://blog.openshift.com/from-templates-to-openshift-helm-charts: + addition_method: manual content_hash: 23c0178f6a74ea15327784473eb11bab3091a702049e7ab659cfc3e1865c1551 description: '' health_score: 100.0 @@ -29517,8 +31766,8 @@ https://blog.openshift.com/from-templates-to-openshift-helm-charts: v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://blog.openshift.com/fully-automated-management-of-egress-ips-with-the-egressip-ipam-operator: + addition_method: manual content_hash: d90202eddd2feaeb97e512c210a5ce2eefe6bae03a5b8e889d51fda5a30f1e53 description: '' health_score: 100.0 @@ -29530,8 +31779,8 @@ https://blog.openshift.com/fully-automated-management-of-egress-ips-with-the-egr v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://blog.openshift.com/getting-started-with-kubevirt: + addition_method: manual content_hash: 804741305af57887ddd29deecdc7f7dd29ae40437cc499265ae19689822ddab3 description: '' health_score: 100.0 @@ -29542,8 +31791,8 @@ https://blog.openshift.com/getting-started-with-kubevirt: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://blog.openshift.com/guide-to-installing-an-okd-4-4-cluster-on-your-home-lab: + addition_method: manual content_hash: e5528bbb6cdf971d0a9f11ac7a1554b7b7c14a63bbbe57e2cbe66e8cfeae3593 description: '' health_score: 100.0 @@ -29555,8 +31804,8 @@ https://blog.openshift.com/guide-to-installing-an-okd-4-4-cluster-on-your-home-l v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://blog.openshift.com/how-full-is-my-cluster-part-5-a-capacity-management-dashboard: + addition_method: manual health_score: 100.0 last_checked: 1779130494.993694 tags: @@ -29565,8 +31814,8 @@ https://blog.openshift.com/how-full-is-my-cluster-part-5-a-capacity-management-d - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual https://blog.openshift.com/improving-jenkins-performance-on-openshift-part-2: + addition_method: manual content_hash: 2be68ce83d0d14b94433db966657036f1581399d72f468b7dbaeab8dac77043d description: '' health_score: 100.0 @@ -29577,8 +31826,8 @@ https://blog.openshift.com/improving-jenkins-performance-on-openshift-part-2: v1_locations: - docs/openshift-pipelines.md year: N/A - addition_method: manual https://blog.openshift.com/installing-okd-3-10-on-a-single-host: + addition_method: manual content_hash: f8b4a91e58817c13e797e40b3f5f7c03787096045236d5efad8f3e5912e06f24 description: '' health_score: 100.0 @@ -29589,8 +31838,8 @@ https://blog.openshift.com/installing-okd-3-10-on-a-single-host: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://blog.openshift.com/introducing-red-hat-openshift-4: + addition_method: manual content_hash: 8eeb1602ac296b6dec91c336294538741685645ce8457831f36eab9bc7806eb2 description: '' health_score: 100.0 @@ -29601,8 +31850,8 @@ https://blog.openshift.com/introducing-red-hat-openshift-4: v1_locations: - 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addition_method: manual https://blog.openshift.comfull-cluster-part-2-protecting-nodes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29879,8 +32128,8 @@ https://blog.openshift.comfull-cluster-part-2-protecting-nodes: v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://blog.openshift.comfull-cluster-part-3-capacity-management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29890,8 +32139,8 @@ https://blog.openshift.comfull-cluster-part-3-capacity-management: v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://blog.openshift.comhelm-and-operators-on-openshift-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29905,8 +32154,8 @@ https://blog.openshift.comhelm-and-operators-on-openshift-part-1: v2_locations: - ocp4.md year: N/A - addition_method: manual https://blog.openshift.comhelm-and-operators-on-openshift-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -29920,8 +32169,8 @@ https://blog.openshift.comhelm-and-operators-on-openshift-part-2: v2_locations: - 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kubernetes.md year: N/A - addition_method: manual https://blog.pixielabs.ai/hybrid-architecture/hybrid-architecture: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30239,8 +32488,8 @@ https://blog.pixielabs.ai/hybrid-architecture/hybrid-architecture: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.plasticscm.com/2018/09/add-mergebot-to-your-repo.html: + addition_method: manual content_hash: f5c9334b702ee92cff9b7dc1ef3a663f8fa0067b5b7983b40959de32614719d6 health_score: 100.0 last_checked: 1779031113.432478 @@ -30252,8 +32501,8 @@ https://blog.plasticscm.com/2018/09/add-mergebot-to-your-repo.html: - docs/git.md v2_locations: - git.md - addition_method: manual https://blog.polymatic.systems/service-mesh-wars-goodbye-istio-b047d9e533c7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30267,8 +32516,8 @@ https://blog.polymatic.systems/service-mesh-wars-goodbye-istio-b047d9e533c7: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://blog.postman.com/capture-responses-using-the-postman-proxy: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30282,8 +32531,8 @@ https://blog.postman.com/capture-responses-using-the-postman-proxy: v2_locations: - api.md year: N/A - addition_method: manual https://blog.postman.com/how-to-choose-between-rest-vs-graphql-vs-grpc-vs-soap: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30298,8 +32547,8 @@ https://blog.postman.com/how-to-choose-between-rest-vs-graphql-vs-grpc-vs-soap: v2_locations: - api.md year: N/A - addition_method: manual https://blog.postman.com/introducing-secret-variable-type-in-postman: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30313,8 +32562,8 @@ https://blog.postman.com/introducing-secret-variable-type-in-postman: v2_locations: - postman.md year: N/A - addition_method: manual https://blog.postman.com/matrix-postman-internal-tool-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30329,8 +32578,8 @@ https://blog.postman.com/matrix-postman-internal-tool-microservices: v2_locations: - postman.md year: N/A - addition_method: manual https://blog.postman.com/postman-first-5-things-to-try: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30344,8 +32593,8 @@ https://blog.postman.com/postman-first-5-things-to-try: v2_locations: - postman.md year: N/A - addition_method: manual https://blog.postman.com/postmans-proxy-now-fully-supports-https-endpoints: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30359,8 +32608,8 @@ https://blog.postman.com/postmans-proxy-now-fully-supports-https-endpoints: v2_locations: - postman.md year: N/A - addition_method: manual https://blog.postman.com/what-is-platformops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30374,8 +32623,8 @@ https://blog.postman.com/what-is-platformops: v2_locations: - devops.md year: N/A - addition_method: manual https://blog.powerupcloud.com/2016/02/07/aws-inventory-details-in-csv-using-lambda: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031564.036952 @@ -30385,8 +32634,8 @@ https://blog.powerupcloud.com/2016/02/07/aws-inventory-details-in-csv-using-lamb - docs/aws-serverless.md v2_locations: - aws-serverless.md - addition_method: manual https://blog.pragmaticengineer.com/advice-for-tech-workers-to-navigate-a-heated-job-market: + addition_method: manual ai_summary: A high-density strategic guide navigating the hyper-competitive tech hiring landscape from both candidate and leadership perspectives. Outlines structural patterns of compensation, the rise of remote-first engineering hubs, and methods @@ -30415,8 +32664,8 @@ https://blog.pragmaticengineer.com/advice-for-tech-workers-to-navigate-a-heated- v2_locations: - recruitment.md year: N/A - addition_method: manual https://blog.pragmaticengineer.com/project-management-at-big-tech: + addition_method: manual content_hash: fb1a439738dbd674f5b225a99f56b132d51d600df220715df451cb9cc8e12443 description: '' health_score: 100.0 @@ -30433,8 +32682,8 @@ https://blog.pragmaticengineer.com/project-management-at-big-tech: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://blog.pragmaticengineer.com/typical-migration-approaches: + addition_method: manual content_hash: 86d996c59552fea4e09719df0d85af3ec83eea68365d3aa37920053ceaec8712 description: '' health_score: 100.0 @@ -30450,8 +32699,8 @@ https://blog.pragmaticengineer.com/typical-migration-approaches: v2_locations: - introduction.md year: N/A - addition_method: manual https://blog.programster.org/docker-swarm-cheatsheet: + addition_method: manual content_hash: 5856ddf0ce7cf913f60596b86d3f81ce7d4a11159fe77269d83853d37c1f349e description: '' health_score: 100.0 @@ -30467,8 +32716,8 @@ https://blog.programster.org/docker-swarm-cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://blog.purestorage.com/stateful-kubernetes-pure-service-orchestrator-kontena-pharos: + addition_method: manual ai_summary: A historical look at combining the Kontena Pharos Kubernetes distribution with Pure Storage orchestrators to run heavy database workloads. Useful for documenting the evolution of early volume mount drivers before CSI stabilization. @@ -30494,8 +32743,8 @@ https://blog.purestorage.com/stateful-kubernetes-pure-service-orchestrator-konte v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://blog.px.dev/autoscaling-custom-k8s-metric: + addition_method: manual content_hash: 6e9592c54996fe059321f07fabc7da8390cc3d121257cf9aee890c612c50304a description: '' health_score: 100.0 @@ -30512,8 +32761,8 @@ https://blog.px.dev/autoscaling-custom-k8s-metric: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://blog.px.dev/container-filesystems: + addition_method: manual content_hash: eebb6fee2e723155d8a9aac900af6752abffdd1ef7a9fb5928b6ea8247eead1f description: '' health_score: 100.0 @@ -30529,8 +32778,8 @@ https://blog.px.dev/container-filesystems: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.px.dev/etcd-6-tips: + addition_method: manual content_hash: 15b28ac928ffca141f4c42f470c18ae073d87fea55753500de09f9c79e245c3d description: '' health_score: 100.0 @@ -30546,8 +32795,8 @@ https://blog.px.dev/etcd-6-tips: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.px.dev/k8s-operator: + addition_method: manual content_hash: d96f7e1a5651c87d2a71914399cd32375de3b68ab3ee936126bb41a7e7626e99 description: '' health_score: 100.0 @@ -30564,8 +32813,8 @@ https://blog.px.dev/k8s-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://blog.rabbitmq.com/posts/2021/07/rabbitmq-streams-first-application: + addition_method: manual content_hash: 14c29a2777e5a6b1611d378fda6c0d6fbe0e629b4e3903f1d4d6d57d1221527c description: '' health_score: 100.0 @@ -30576,8 +32825,8 @@ https://blog.rabbitmq.com/posts/2021/07/rabbitmq-streams-first-application: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://blog.rackspace.com/patch-and-ami-management-for-windows-on-aws: + addition_method: manual content_hash: 437095daca7d97ee976cd6c57d1134654a0bffe399850834757a8dd858f284f5 health_score: 100.0 last_checked: 1779033163.007544 @@ -30589,8 +32838,8 @@ https://blog.rackspace.com/patch-and-ami-management-for-windows-on-aws: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://blog.radwell.codes/2021/05/best-kubernetes-distribution-for-local-environments: + addition_method: manual ai_summary: An evaluation of local Kubernetes distributions, analyzing parameters like image caching, multi-node configuration support, and CPU/RAM usage across Minikube, kind, K3s, and MicroK8s. @@ -30619,8 +32868,8 @@ https://blog.radwell.codes/2021/05/best-kubernetes-distribution-for-local-enviro v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://blog.radwell.codes/2021/05/provisioning-single-node-kubernetes-cluster-using-kubeadm-on-ubuntu-20-04: + addition_method: manual ai_summary: Guides the reader through a slimmed-down kubeadm installation tailored for developer testing environments on a single Ubuntu VM. Includes the crucial command to untaint the control plane node, allowing user workloads to be scheduled @@ -30649,8 +32898,8 @@ https://blog.radwell.codes/2021/05/provisioning-single-node-kubernetes-cluster-u v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://blog.ratnopamc.com/reduce-cross-az-traffic-costs-on-eks-using-topology-aware-hints: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30665,8 +32914,8 @@ https://blog.ratnopamc.com/reduce-cross-az-traffic-costs-on-eks-using-topology-a v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.realkinetic.com/its-time-to-retire-terraform-30545fd5f186: + addition_method: manual content_hash: ac4ff0f1e92780fcdc6cd759fd12c4f749284037a485552e319a229570fa9c7f description: '' health_score: 100.0 @@ -30681,8 +32930,8 @@ https://blog.realkinetic.com/its-time-to-retire-terraform-30545fd5f186: v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.redbrickai.com/blog-posts/fast-meta-sam-for-medical-imaging: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30697,8 +32946,8 @@ https://blog.redbrickai.com/blog-posts/fast-meta-sam-for-medical-imaging: v2_locations: - ai.md year: N/A - addition_method: manual https://blog.rewanthtammana.com/creating-malicious-admission-controllers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30712,8 +32961,8 @@ https://blog.rewanthtammana.com/creating-malicious-admission-controllers: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.rewanthtammana.com/hardening-kaniko-build-process-with-linux-capabilities: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30727,8 +32976,8 @@ https://blog.rewanthtammana.com/hardening-kaniko-build-process-with-linux-capabi v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.risingstack.com/argo-cd-kubernetes-tutorial: + addition_method: manual ai_summary: A detailed step-by-step tutorial introducing Argo CD deployment mechanics. Walks engineers through application creation, manual syncs, and automated reconciliation rules. @@ -30756,8 +33005,8 @@ https://blog.risingstack.com/argo-cd-kubernetes-tutorial: v2_locations: - argo.md year: N/A - addition_method: manual https://blog.risingstack.com/designing-microservices-architecture-for-failure: + addition_method: manual ai_summary: 'Curator Insight: Covers critical resilience patterns designed to keep distributed software up when individual microservices crash. Live Grounding: Discusses circuit breakers, load shedding, graceful degradation, and the implementation @@ -30785,8 +33034,8 @@ https://blog.risingstack.com/designing-microservices-architecture-for-failure: v2_locations: - faq.md year: N/A - addition_method: manual https://blog.robertsimoes.org/posts/four-wings-of-software-engineers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30800,8 +33049,8 @@ https://blog.robertsimoes.org/posts/four-wings-of-software-engineers: v2_locations: - recruitment.md year: N/A - addition_method: manual https://blog.rtwilson.com/my-top-5-new-python-modules-of-2015: + addition_method: manual content_hash: 0a3c53e8b316924bc970019bb5b626801cbe199fbe8fc0189c95d40297434b94 health_score: 100.0 last_checked: 1779032227.912658 @@ -30813,8 +33062,8 @@ https://blog.rtwilson.com/my-top-5-new-python-modules-of-2015: - docs/python.md v2_locations: - python.md - addition_method: manual https://blog.rubyroidlabs.com/2016/04/postgresql-9-5: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030824.548869 @@ -30824,8 +33073,8 @@ https://blog.rubyroidlabs.com/2016/04/postgresql-9-5: - docs/aws-databases.md v2_locations: - aws-databases.md - addition_method: manual https://blog.runx.dev/3-things-i-hate-about-kubernetes-49f1656baeaa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30839,8 +33088,8 @@ https://blog.runx.dev/3-things-i-hate-about-kubernetes-49f1656baeaa: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.runx.dev/5-common-kubernetes-mistakes-and-how-to-avoid-them-150607beb475: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30854,8 +33103,8 @@ https://blog.runx.dev/5-common-kubernetes-mistakes-and-how-to-avoid-them-150607b v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.runx.dev/will-that-kubernetes-v1-22-upgrade-break-my-application-cc339dc2e2c7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30869,8 +33118,8 @@ https://blog.runx.dev/will-that-kubernetes-v1-22-upgrade-break-my-application-cc v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://blog.scaleway.com/how-to-deploy-and-distribute-the-workload-on-a-multi-cloud-kubernetes-environment: + addition_method: manual content_hash: 70e02f3237e2d19e30a467db58f89a3eac0587a286f147482a4ae7528c27a90c description: '' health_score: 100.0 @@ -30882,8 +33131,8 @@ https://blog.scaleway.com/how-to-deploy-and-distribute-the-workload-on-a-multi-c v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://blog.scaleway.com/saas-multi-tenant-vs-multi-instance-architectures: + addition_method: manual content_hash: 1d5982314c11696e253ed690609482ee21310325a46be485a1ce97743593f78d description: '' health_score: 100.0 @@ -30896,8 +33145,8 @@ https://blog.scaleway.com/saas-multi-tenant-vs-multi-instance-architectures: - docs/introduction.md - docs/scaleway.md year: N/A - addition_method: manual https://blog.scaleway.com/understanding-kubernetes-autoscaling: + addition_method: manual content_hash: a9023f1430aa0d47d7a17aa03c09c852c43f5fa9f5d8b413b5422141a167c606 description: '' health_score: 100.0 @@ -30908,8 +33157,8 @@ https://blog.scaleway.com/understanding-kubernetes-autoscaling: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://blog.scottlowe.org/2016/03/22/using-docker-machine-with-aws: + addition_method: manual content_hash: 996a8430130c07b8539da9cab1f5352a77cb12e74e7e5c6405b36f5cb99f6df4 health_score: 100.0 last_checked: 1779034336.35082 @@ -30921,8 +33170,8 @@ https://blog.scottlowe.org/2016/03/22/using-docker-machine-with-aws: - docs/aws-containers.md v2_locations: - aws-containers.md - addition_method: manual https://blog.scottlowe.org/2020/06/16/using-kubectl-via-an-ssh-tunnel: + addition_method: manual content_hash: 3b77c660be9c276f6f136beffbf4580255c95f99a7f16bdc3e545f1f472b489d description: '' health_score: 100.0 @@ -30938,8 +33187,8 @@ https://blog.scottlowe.org/2020/06/16/using-kubectl-via-an-ssh-tunnel: v2_locations: - demos.md year: N/A - addition_method: manual https://blog.scrumstudy.com/scrum-and-kanban-alike-or-different-2: + addition_method: manual content_hash: b4c122767bdd962c6fea16a3c58a8a4eeff5095ea088913513f5208ae0fd7388 health_score: 100.0 last_checked: 1779034384.09891 @@ -30951,8 +33200,8 @@ https://blog.scrumstudy.com/scrum-and-kanban-alike-or-different-2: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://blog.searce.com/devtron-one-stop-shop-for-all-kubernetes-deployments-6f1c111a7ba1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30966,8 +33215,8 @@ https://blog.searce.com/devtron-one-stop-shop-for-all-kubernetes-deployments-6f1 v2_locations: - devops-tools.md year: N/A - addition_method: manual https://blog.searce.com/jenkins-distributed-cluster-using-dynamic-build-agents-on-gke-e2262a59dcb3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30982,8 +33231,8 @@ https://blog.searce.com/jenkins-distributed-cluster-using-dynamic-build-agents-o v2_locations: - jenkins.md year: N/A - addition_method: manual https://blog.searce.com/optimize-cost-for-aws-eks-cluster-using-spotinst-ffcebe8e3571: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -30997,8 +33246,8 @@ https://blog.searce.com/optimize-cost-for-aws-eks-cluster-using-spotinst-ffcebe8 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.searce.com/single-pod-access-mode-for-persistent-volumes-on-kubernetes-4cf79200aa9a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31012,8 +33261,8 @@ https://blog.searce.com/single-pod-access-mode-for-persistent-volumes-on-kuberne v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.searce.com/transform-kubernetes-manifests-into-helm-chart-f3d100688423: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31027,8 +33276,8 @@ https://blog.searce.com/transform-kubernetes-manifests-into-helm-chart-f3d100688 v2_locations: - helm.md year: N/A - addition_method: manual https://blog.seifbassem.com/blogs/posts/azure-arc-ssh: + addition_method: manual content_hash: 3258055b908f320395fcf0d27a1a5e3ae97164fe6f1c1dd24db969956bdc0704 health_score: 100.0 last_checked: 1779130494.948781 @@ -31039,15 +33288,15 @@ https://blog.seifbassem.com/blogs/posts/azure-arc-ssh: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://blog.seifbassem.com/blogs/posts/azure-naming-tool: + addition_method: manual content_hash: b43758c2ee6b9c8bcb25c93c193ddf79c96b134199fea227cb411562c29c0e49 health_score: 100.0 last_checked: 1779130494.932962 v1_locations: - docs/azure.md - addition_method: manual https://blog.shippable.com/how-to-be-a-great-devops-engineer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31061,8 +33310,8 @@ https://blog.shippable.com/how-to-be-a-great-devops-engineer: v2_locations: - devops.md year: N/A - addition_method: manual https://blog.shreyaspatil.dev/automate-library-publishing-to-maven-central-with-github-actions-workflow-dispatch: + addition_method: manual content_hash: 405b60a12ebcc60047e01cedc71171305d7d58cc3ec382de925f48ee047b16e7 description: '' health_score: 100.0 @@ -31079,8 +33328,8 @@ https://blog.shreyaspatil.dev/automate-library-publishing-to-maven-central-with- v2_locations: - git.md year: N/A - addition_method: manual https://blog.sighup.io/an-introduction-to-hierarchical-namespace-controller-hnc: + addition_method: manual content_hash: 2533f40e00841eae974e8710ecaca27d41ce6be92130c4dc056325d31dba622a description: '' health_score: 100.0 @@ -31097,8 +33346,8 @@ https://blog.sighup.io/an-introduction-to-hierarchical-namespace-controller-hnc: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.sighup.io/how-to-run-kubernetes-without-docker: + addition_method: manual content_hash: 6cce4fd35412201495488b6ac1f5d10312f703df17b6ce6500796b7ea930e6a6 description: '' health_score: 100.0 @@ -31114,8 +33363,8 @@ https://blog.sighup.io/how-to-run-kubernetes-without-docker: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.sighup.io/keycloak-ha-on-kubernetes: + addition_method: manual ai_summary: This operations manual outlines the steps required to deploy a resilient, high-availability Keycloak cluster on Kubernetes. It explains configuring backend database replication, managing clustered sessions with Infinispan, and setting @@ -31143,8 +33392,8 @@ https://blog.sighup.io/keycloak-ha-on-kubernetes: v2_locations: - devsecops.md year: N/A - addition_method: manual https://blog.sigstore.dev/how-to-verify-container-images-with-kyverno-using-kms-cosign-and-workload-identity-1e07d2b85061: + addition_method: manual content_hash: f6ef7e6261cbaf286fd33a192671831afa301d3f2e7d525e3d0e84971984e8a2 description: '' health_score: 100.0 @@ -31161,8 +33410,8 @@ https://blog.sigstore.dev/how-to-verify-container-images-with-kyverno-using-kms- v2_locations: - securityascode.md year: N/A - addition_method: manual https://blog.siliconvalve.com/posts/2024/02/06/analysing-git-commit-history-using-azure-data-explorer: + addition_method: manual content_hash: b3372d6827ba058327f4cb0cced5ff1ee44f3685647b601598df4c9018b2276d description: '' health_score: 100.0 @@ -31178,8 +33427,8 @@ https://blog.siliconvalve.com/posts/2024/02/06/analysing-git-commit-history-usin v2_locations: - azure.md year: N/A - addition_method: manual https://blog.sixeyed.com/you-cant-always-have-kubernetes-running-containers-in-azure-vm-scale-sets: + addition_method: manual content_hash: 4f249e3d1643d7b4d1dbfeee629852c50f7d08dcbe769ebd5659f98ed701afa3 description: '' health_score: 100.0 @@ -31196,8 +33445,8 @@ https://blog.sixeyed.com/you-cant-always-have-kubernetes-running-containers-in-a v2_locations: - azure.md year: N/A - addition_method: manual https://blog.sldk.de/2021/02/introduction-to-gitops-on-kubernetes-with-flux-v2: + addition_method: manual content_hash: 92a80a9716dd6c244af76ef83fe40d51f19aca8fb8cf9f7c153658232397f2da description: '' health_score: 100.0 @@ -31213,8 +33462,8 @@ https://blog.sldk.de/2021/02/introduction-to-gitops-on-kubernetes-with-flux-v2: v2_locations: - flux.md year: N/A - addition_method: manual https://blog.slycreator.com/network-policies-understanding-kubernetes-network-policies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31229,8 +33478,8 @@ https://blog.slycreator.com/network-policies-understanding-kubernetes-network-po v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.sonatype.com/achieving-ci/cd-with-kubernetes: + addition_method: manual content_hash: 8a9f4e9111c40252f87cc0d63dad277be6dd8d40f780a6056eec61a75a219459 description: '' health_score: 100.0 @@ -31241,8 +33490,8 @@ https://blog.sonatype.com/achieving-ci/cd-with-kubernetes: v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://blog.sonatype.com/new-cloud-native-ci/cd-projects-openshift-and-tekton: + addition_method: manual content_hash: 5e8e23b3064531a9a1a80b25d4f3246e1fc02fa2deb596d3c30ffff686d0f881 description: '' health_score: 100.0 @@ -31253,8 +33502,8 @@ https://blog.sonatype.com/new-cloud-native-ci/cd-projects-openshift-and-tekton: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://blog.sonatype.com/python-packages-upload-your-aws-keys-env-vars-secrets-to-web: + addition_method: manual content_hash: 21eaec12364609a146d3f83fab8f0252432eb164a4488f041da520454e5eb8fe description: '' health_score: 100.0 @@ -31266,8 +33515,8 @@ https://blog.sonatype.com/python-packages-upload-your-aws-keys-env-vars-secrets- v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://blog.sonatype.com/using-nexus-3-as-your-repository-part-3-docker-images: + addition_method: manual content_hash: f66223c15fe543495b6255c2a07bc52b0c3634674c80bb4a5378931e1c88b8b1 description: '' health_score: 100.0 @@ -31279,9 +33528,9 @@ https://blog.sonatype.com/using-nexus-3-as-your-repository-part-3-docker-images: v1_locations: - docs/registries.md year: N/A - addition_method: manual ? https://blog.sonnes.cloud/introducing-azure-devops-backup-tool-1-1-0-0-major-update-with-new-features-bug-fixes-and-enhanced-security -: content_hash: e73f8d92a71cc540c3e0a6c40c54006f6cb196d2eddd3c800e5d9db3559626ee +: addition_method: manual + content_hash: e73f8d92a71cc540c3e0a6c40c54006f6cb196d2eddd3c800e5d9db3559626ee description: '' health_score: 100.0 last_checked: 1779033908.30453 @@ -31297,8 +33546,8 @@ https://blog.sonatype.com/using-nexus-3-as-your-repository-part-3-docker-images: v2_locations: - azure.md year: N/A - addition_method: manual https://blog.stack-labs.com/code/kustomize-101: + addition_method: manual content_hash: 338a96ead57cfa519776313f69e6c71dc17c690560e7089bff833cd3e1a64d15 description: '' health_score: 100.0 @@ -31314,9 +33563,9 @@ https://blog.stack-labs.com/code/kustomize-101: v2_locations: - kustomize.md year: N/A - addition_method: manual ? https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-aws-eks-argocd-prometheus-fbbfdb956d1a -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034491.459177 @@ -31330,9 +33579,9 @@ https://blog.stack-labs.com/code/kustomize-101: v2_locations: - devsecops.md year: N/A - addition_method: manual ? https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-azure-aks-fluxcd-prometheus-cca3c5e61953 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030680.210477 @@ -31346,9 +33595,9 @@ https://blog.stack-labs.com/code/kustomize-101: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://blog.stackademic.com/create-the-aws-eks-cluster-with-a-managed-node-group-using-custom-launch-templates-185744a0cc79 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031255.386422 @@ -31362,8 +33611,8 @@ https://blog.stack-labs.com/code/kustomize-101: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.stackademic.com/mastering-local-microservices-debugging-with-mirrord-0a99443c1544: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31377,8 +33626,8 @@ https://blog.stackademic.com/mastering-local-microservices-debugging-with-mirror v2_locations: - visual-studio.md year: N/A - addition_method: manual https://blog.stephane-robert.info/post/ansible-utiliser-mysql-comme-inventaire-dynamique: + addition_method: manual content_hash: 6cd03de5b5b04e268234feee697254eab389a89dd08e2112923e4dc92ffbc8f7 description: '' health_score: 100.0 @@ -31395,8 +33644,8 @@ https://blog.stephane-robert.info/post/ansible-utiliser-mysql-comme-inventaire-d v2_locations: - demos.md year: N/A - addition_method: manual https://blog.streammonkey.com/how-we-serverlessly-migrated-1-58-billion-elasticsearch-documents-33ad3d0d7c4f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31411,8 +33660,8 @@ https://blog.streammonkey.com/how-we-serverlessly-migrated-1-58-billion-elastics v2_locations: - monitoring.md year: N/A - addition_method: manual https://blog.styra.com/blog/5-opa-deployment-performance-models-for-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31426,8 +33675,8 @@ https://blog.styra.com/blog/5-opa-deployment-performance-models-for-microservice v2_locations: - securityascode.md year: N/A - addition_method: manual https://blog.styra.com/blog/dynamic-policy-composition-for-opa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31441,8 +33690,8 @@ https://blog.styra.com/blog/dynamic-policy-composition-for-opa: v2_locations: - securityascode.md year: N/A - addition_method: manual https://blog.styra.com/blog/integrating-identity-oauth2-and-openid-connect-in-open-policy-agent: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31457,8 +33706,8 @@ https://blog.styra.com/blog/integrating-identity-oauth2-and-openid-connect-in-op v2_locations: - securityascode.md year: N/A - addition_method: manual https://blog.styra.com/blog/open-policy-agent-the-top-5-kubernetes-admission-control-policies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31473,8 +33722,8 @@ https://blog.styra.com/blog/open-policy-agent-the-top-5-kubernetes-admission-con v2_locations: - securityascode.md year: N/A - addition_method: manual https://blog.styra.com/blog/policy-based-infrastructure-guardrails-with-terraform-and-opa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31489,8 +33738,8 @@ https://blog.styra.com/blog/policy-based-infrastructure-guardrails-with-terrafor v2_locations: - securityascode.md year: N/A - addition_method: manual https://blog.styra.com/blog/rego-unit-testing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31504,8 +33753,8 @@ https://blog.styra.com/blog/rego-unit-testing: v2_locations: - securityascode.md year: N/A - addition_method: manual https://blog.styra.com/blog/using-opa-with-gitops-to-speed-cloud-native-development: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31519,8 +33768,8 @@ https://blog.styra.com/blog/using-opa-with-gitops-to-speed-cloud-native-developm v2_locations: - securityascode.md year: N/A - addition_method: manual https://blog.styra.com/blog/why-rbac-is-not-enough-for-kubernetes-api-security: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31534,8 +33783,8 @@ https://blog.styra.com/blog/why-rbac-is-not-enough-for-kubernetes-api-security: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://blog.suhailkakar.com/web-30-terms-and-their-definitions-in-plain-english: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31549,8 +33798,8 @@ https://blog.suhailkakar.com/web-30-terms-and-their-definitions-in-plain-english v2_locations: - web3.md year: N/A - addition_method: manual https://blog.t-systems-mms.com/tech-insights/ansible-lets-encrypt-collection: + addition_method: manual content_hash: 44c92574e1c4cfe7e316248ce25f73f17f3451289de45d253078c0f090b55654 description: '' health_score: 100.0 @@ -31561,8 +33810,8 @@ https://blog.t-systems-mms.com/tech-insights/ansible-lets-encrypt-collection: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://blog.tanmaysarkar.tech/beginners-guide-to-argo-cd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31576,8 +33825,8 @@ https://blog.tanmaysarkar.tech/beginners-guide-to-argo-cd: v2_locations: - argo.md year: N/A - addition_method: manual https://blog.teamhephy.info/blog/posts/tutorials/running-workflow-without-any-loadbalancer.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31591,8 +33840,8 @@ https://blog.teamhephy.info/blog/posts/tutorials/running-workflow-without-any-lo v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://blog.techiescamp.com/docs/jenkins-multibranch-pipeline: + addition_method: manual content_hash: d862a999a2f40762119bbbf7e3fb2c8e7656bd1caffe8f7b84efa8f10d943b56 description: '' health_score: 100.0 @@ -31603,8 +33852,8 @@ https://blog.techiescamp.com/docs/jenkins-multibranch-pipeline: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://blog.techiescamp.com/docs/wcurl: + addition_method: manual ai_summary: Curator Insight provides detailed operational steps for using the newly developed `wcurl` tool. Live Grounding underlines its functional benefits, showcasing how it reduces complex curl flags into safe defaults for programmatic file retrievals. @@ -31633,8 +33882,8 @@ https://blog.techiescamp.com/docs/wcurl: v2_locations: - linux.md year: N/A - addition_method: manual https://blog.techiescamp.com/jenkins-course: + addition_method: manual content_hash: 7e5a9fc36f9dccd1108d93b35ac323f328af55e5ff1180bb922ae3f0b859a132 description: '' health_score: 100.0 @@ -31650,8 +33899,8 @@ https://blog.techiescamp.com/jenkins-course: v2_locations: - jenkins.md year: N/A - addition_method: manual https://blog.techknowtrendz.com/taking-amazon-eks-anywhere-for-a-spin: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31665,8 +33914,8 @@ https://blog.techknowtrendz.com/taking-amazon-eks-anywhere-for-a-spin: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.teclado.com/python-methods-instance-static-class: + addition_method: manual content_hash: 3197fa515238cfe9a19747035cc024d6f98ad44a1ccf1abda865a2a398c64378 description: '' health_score: 100.0 @@ -31682,8 +33931,8 @@ https://blog.teclado.com/python-methods-instance-static-class: v2_locations: - python.md year: N/A - addition_method: manual https://blog.teemo.co/terraform-in-10-commands-e737dfd8bf31: + addition_method: manual content_hash: d0fe5f8241d4763858deb2f0b6026fb9661d927f1fc7da36c90c430ef7973fdc description: '' health_score: 100.0 @@ -31698,8 +33947,8 @@ https://blog.teemo.co/terraform-in-10-commands-e737dfd8bf31: v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.tekspace.io/deploying-kubernetes-dashboard-in-k3s-cluster: + addition_method: manual ai_summary: Practical setup guide explaining how to deploy and configure the native Kubernetes Dashboard inside lightweight K3s cluster architectures safely. complexity: Intermediate @@ -31725,8 +33974,8 @@ https://blog.tekspace.io/deploying-kubernetes-dashboard-in-k3s-cluster: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://blog.thundra.io/4-software-testing-roles: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31740,8 +33989,8 @@ https://blog.thundra.io/4-software-testing-roles: v2_locations: - qa.md year: N/A - addition_method: manual https://blog.thundra.io/dry-dont-repeat-yourself-on-the-cloud-with-pulumi: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31755,8 +34004,8 @@ https://blog.thundra.io/dry-dont-repeat-yourself-on-the-cloud-with-pulumi: v2_locations: - pulumi.md year: N/A - addition_method: manual https://blog.thundra.io/how-to-fix-your-failing-end-to-end-tests: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31770,8 +34019,8 @@ https://blog.thundra.io/how-to-fix-your-failing-end-to-end-tests: v2_locations: - qa.md year: N/A - addition_method: manual https://blog.thundra.io/how-to-set-up-a-ci-pipeline-in-github-actions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31785,8 +34034,8 @@ https://blog.thundra.io/how-to-set-up-a-ci-pipeline-in-github-actions: v2_locations: - git.md year: N/A - addition_method: manual https://blog.thundra.io/the-ci/cd-war-of-2021-a-look-at-the-most-popular-technologies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31800,8 +34049,8 @@ https://blog.thundra.io/the-ci/cd-war-of-2021-a-look-at-the-most-popular-technol v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://blog.thundra.io/top-10-github-actions-you-should-use-to-set-up-your-ci/cd-pipeline: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31816,8 +34065,8 @@ https://blog.thundra.io/top-10-github-actions-you-should-use-to-set-up-your-ci/c v2_locations: - git.md year: N/A - addition_method: manual https://blog.thundra.io/what-ci-observability-means-for-devops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31831,8 +34080,8 @@ https://blog.thundra.io/what-ci-observability-means-for-devops: v2_locations: - monitoring.md year: N/A - addition_method: manual https://blog.thundra.io/why-a-ci/cd-pipeline-makes-good-business-sense: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31846,8 +34095,8 @@ https://blog.thundra.io/why-a-ci/cd-pipeline-makes-good-business-sense: v2_locations: - cicd.md year: N/A - addition_method: manual https://blog.thundra.io/why-should-you-run-all-your-tests-in-docker: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31861,8 +34110,8 @@ https://blog.thundra.io/why-should-you-run-all-your-tests-in-docker: v2_locations: - docker.md year: N/A - addition_method: manual https://blog.tilt.dev/2021/03/18/kubernetes-is-so-simple.html: + addition_method: manual content_hash: 3b9ebe5c1c19cb995ce1890328e3f6d35921508345608392b00457a73114ef23 description: '' health_score: 100.0 @@ -31878,8 +34127,8 @@ https://blog.tilt.dev/2021/03/18/kubernetes-is-so-simple.html: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.tobias-huebner.org/low-budget-kubernetes-self-hosted-series: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -31893,8 +34142,8 @@ https://blog.tobias-huebner.org/low-budget-kubernetes-self-hosted-series: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://blog.tomarrell.com/post/traefik_v2_on_kubernetes: + addition_method: manual ai_summary: An operations blog outlining Traefik v2.2 deployment using Kustomize overlays. Although the specific Traefik CRD API versions are legacy, the architectural structure of managing ingress with Kustomize remains highly educational. @@ -31924,8 +34173,8 @@ https://blog.tomarrell.com/post/traefik_v2_on_kubernetes: - web-servers.md - kustomize.md year: N/A - addition_method: manual https://blog.trello.com/es/conflictos-en-el-trabajo: + addition_method: manual content_hash: 24b3855caf57cd6e912308df9fedc04e61f97c66c71acdbcf741c44acca3369a description: '' health_score: 100.0 @@ -31941,8 +34190,8 @@ https://blog.trello.com/es/conflictos-en-el-trabajo: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://blog.trello.com/is-it-time-to-leave: + addition_method: manual ai_summary: Provides a cognitive framework for parsing temporary career burnout from systemic, unfixable job dissatisfaction. Outlines systematic diagnostic steps to evaluate whether organizational deficits can be resolved internally or require @@ -31970,9 +34219,9 @@ https://blog.trello.com/is-it-time-to-leave: v2_locations: - recruitment.md year: N/A - addition_method: manual ? https://blog.twitter.com/engineering/en_us/topics/infrastructure/2021/processing-billions-of-events-in-real-time-at-twitter- -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034501.818482 @@ -31985,8 +34234,8 @@ https://blog.trello.com/is-it-time-to-leave: v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.twstewart.me/posts/cdk8s-python: + addition_method: manual content_hash: 9578805ce4f6097d0619db6bbf41901b8a5397cd7b1c29efd596795af567358f description: '' health_score: 100.0 @@ -32002,8 +34251,8 @@ https://blog.twstewart.me/posts/cdk8s-python: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://blog.udemy.com/devops-engineer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32018,8 +34267,8 @@ https://blog.udemy.com/devops-engineer: v2_locations: - devops.md year: N/A - addition_method: manual https://blog.usejournal.com/building-a-serverless-back-end-with-aws-5bb3642a3f4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32033,8 +34282,8 @@ https://blog.usejournal.com/building-a-serverless-back-end-with-aws-5bb3642a3f4: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://blog.usejournal.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32049,8 +34298,8 @@ https://blog.usejournal.com/spice-up-your-kubernetes-environment-with-aws-lambda v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://blog.usejournal.com/useful-tools-for-better-kubernetes-development-87820c2b9435: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32064,8 +34313,8 @@ https://blog.usejournal.com/useful-tools-for-better-kubernetes-development-87820 v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://blog.varunsingh.in/5-python-tricks-that-made-me-a-good-python-developer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32079,8 +34328,8 @@ https://blog.varunsingh.in/5-python-tricks-that-made-me-a-good-python-developer: v2_locations: - python.md year: N/A - addition_method: manual https://blog.vizuri.com/red-hat-openshift-service-on-aws-rosa-positions-openshift-for-mainstream-adoption: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32096,9 +34345,9 @@ https://blog.vizuri.com/red-hat-openshift-service-on-aws-rosa-positions-openshif v2_locations: - ocp4.md year: N/A - addition_method: manual ? https://blog.webhose.io/2015/08/16/dead-simple-for-devs-python-crawler-script-for-extracting-structured-data-from-any-almost-website-into-csv -: content_hash: N/A +: addition_method: manual + content_hash: N/A health_score: 100.0 last_checked: 1779031810.241026 tags: @@ -32107,8 +34356,8 @@ https://blog.vizuri.com/red-hat-openshift-service-on-aws-rosa-positions-openshif - docs/python.md v2_locations: - python.md - addition_method: manual https://blog.werf.io/canary-releases-in-kubernetes-based-on-ingress-nginx-controller-96193efe34f9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32122,8 +34371,8 @@ https://blog.werf.io/canary-releases-in-kubernetes-based-on-ingress-nginx-contro v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blog.werf.io/deploying-helm-charts-with-dependencies-in-kubernetes-via-werf-17e5457cdd3f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32138,8 +34387,8 @@ https://blog.werf.io/deploying-helm-charts-with-dependencies-in-kubernetes-via-w v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.werf.io/running-one-time-tasks-and-debugging-images-in-the-kubernetes-cluster-using-werf-936d6dc483e2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32154,8 +34403,8 @@ https://blog.werf.io/running-one-time-tasks-and-debugging-images-in-the-kubernet v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.werf.io/werf-v1-2-is-now-stable-heres-what-it-is-all-about-832ed647810f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32169,8 +34418,8 @@ https://blog.werf.io/werf-v1-2-is-now-stable-heres-what-it-is-all-about-832ed647 v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://blog.wesleyac.com/posts/timezone-bullshit: + addition_method: manual ai_summary: A deeply informative and pragmatic engineering exploration of timezone complexities in systems engineering. It provides invaluable advice on hardware UTC defaults and server-level synchronization. @@ -32197,8 +34446,8 @@ https://blog.wesleyac.com/posts/timezone-bullshit: v2_locations: - linux.md year: N/A - addition_method: manual https://blog.workwell.io/how-to-manage-your-kafka-consumers-from-the-producer-9933b88085dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32212,8 +34461,8 @@ https://blog.workwell.io/how-to-manage-your-kafka-consumers-from-the-producer-99 v2_locations: - message-queue.md year: N/A - addition_method: manual https://blog.wut.dev/2024/07/05/moving-aws-accounts-within-organization.html: + addition_method: manual content_hash: 1a4a0d6f11e5833347a5e4649288c405798b2a3837482ee499b9e2cf18aefe94 description: '' health_score: 100.0 @@ -32225,8 +34474,8 @@ https://blog.wut.dev/2024/07/05/moving-aws-accounts-within-organization.html: v1_locations: - docs/aws-security.md year: N/A - addition_method: manual https://blog.xmi.fr/posts/terraform-vs-bicep: + addition_method: manual content_hash: 6ef98700fca4ce279184624a43b0be848570736e07f4282879c91d26d0eb232a description: '' health_score: 100.0 @@ -32243,8 +34492,8 @@ https://blog.xmi.fr/posts/terraform-vs-bicep: v2_locations: - terraform.md year: N/A - addition_method: manual https://blog.xolo.io/es/es-rentable-ser-aut%C3%B3nomo-en-espa%C3%B1a: + addition_method: manual ai_summary: Financial feasibility analysis for freelancers operating in Spain. Computes the real cost of social security contributions, corporate taxes, and operating overhead vs. traditional employment net income. [SPANISH CONTENT] @@ -32271,8 +34520,8 @@ https://blog.xolo.io/es/es-rentable-ser-aut%C3%B3nomo-en-espa%C3%B1a: v2_locations: - freelancing.md year: N/A - addition_method: manual https://blog.yannickreekmans.be/secretless-applications-add-permissions-to-a-managed-identity: + addition_method: manual content_hash: bfddc91a6b060690155d0d550daa57cea1336543aa53ffdbf9c557c2be1064ee description: '' health_score: 100.0 @@ -32289,8 +34538,8 @@ https://blog.yannickreekmans.be/secretless-applications-add-permissions-to-a-man v2_locations: - azure.md year: N/A - addition_method: manual https://blog.ycrash.io/2021/06/28/dmesg-unix-linux-command-beginners-introduction-with-examples: + addition_method: manual ai_summary: Curator Insight details how `dmesg` can be used to read the kernel ring buffer for hardware event diagnostics. Live Grounding highlights its critical role in debugging out-of-memory (OOM) events, hardware interface driver issues, @@ -32320,8 +34569,8 @@ https://blog.ycrash.io/2021/06/28/dmesg-unix-linux-command-beginners-introductio v2_locations: - linux.md year: N/A - addition_method: manual https://blog.yugabyte.com/are-stored-procedures-and-triggers-anti-patterns-in-the-cloud-native-world: + addition_method: manual content_hash: 1d7b9b4bc6faab251c9d936e51c2aba7ca6cb03fc6ad09a9fa9e299c3218d863 description: '' health_score: 100.0 @@ -32337,8 +34586,8 @@ https://blog.yugabyte.com/are-stored-procedures-and-triggers-anti-patterns-in-th v2_locations: - databases.md year: N/A - addition_method: manual https://blog.yugabyte.com/highly-available-prometheus-metrics-for-distributed-sql-with-thanos-on-gke: + addition_method: manual content_hash: fc6b2550a0f18b4d15abf1bc32ecf6ce7a8ebb0be3b02782e53cb63ca2347f70 description: '' health_score: 100.0 @@ -32353,8 +34602,8 @@ https://blog.yugabyte.com/highly-available-prometheus-metrics-for-distributed-sq v2_locations: - prometheus.md year: N/A - addition_method: manual https://blog.zelarsoft.com/website-monitoring-by-using-prometheus-blackbox-exporter-with-grafana-c4004bb03131: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32369,8 +34618,8 @@ https://blog.zelarsoft.com/website-monitoring-by-using-prometheus-blackbox-expor v2_locations: - prometheus.md year: N/A - addition_method: manual https://blogit.create.pt/miguelisidoro/2019/01/07/pros-and-cons-of-single-tenant-vs-multiple-tenants-in-office-365: + addition_method: manual content_hash: c59d7bb27dd896ba14e436a7ebc5fea69a654e1f412aac7d239f7990863f5d04 description: '' health_score: 100.0 @@ -32386,8 +34635,8 @@ https://blogit.create.pt/miguelisidoro/2019/01/07/pros-and-cons-of-single-tenant v2_locations: - azure.md year: N/A - addition_method: manual https://blogopenshift.com/full-cluster-capacity-management-monitoring-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32397,8 +34646,8 @@ https://blogopenshift.com/full-cluster-capacity-management-monitoring-openshift: v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://blogopenshift.com/how-full-is-my-cluster-part-4-right-sizing-pods-with-vertical-pod-autoscaler: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32408,8 +34657,8 @@ https://blogopenshift.com/how-full-is-my-cluster-part-4-right-sizing-pods-with-v v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://blogopenshift.com/openshift-authentication-integration-with-argocd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32425,8 +34674,8 @@ https://blogopenshift.com/openshift-authentication-integration-with-argocd: - gitops.md - ocp3.md year: N/A - addition_method: manual https://blogs.akamai.com/2012/07/spdy-and-websocket-support-at-akamai.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32440,8 +34689,8 @@ https://blogs.akamai.com/2012/07/spdy-and-websocket-support-at-akamai.html: v2_locations: - api.md year: N/A - addition_method: manual https://blogs.aws.amazon.com: + addition_method: manual ai_summary: The primary hub for all official updates, product announcements, and architectural insights directly from AWS engineers. 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docs/devops.md - addition_method: manual https://blogs.letusdevops.com/p/how-much-programming-should-i-know: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32756,8 +35005,8 @@ https://blogs.letusdevops.com/p/how-much-programming-should-i-know: v2_locations: - sre.md year: N/A - addition_method: manual https://blogs.msdn.microsoft.com/pythonengineering: + addition_method: manual content_hash: 9c37f998ef636a86b49d0894583ca4e2c457cdda7628c60aaa751ed14678d40d description: '' health_score: 100.0 @@ -32768,8 +35017,8 @@ https://blogs.msdn.microsoft.com/pythonengineering: v1_locations: - docs/python.md year: N/A - addition_method: manual https://blogs.mulesoft.com/dev/api-dev/apis-versus-web-services: + addition_method: manual content_hash: f6b5380402c85b2c24a12bf83ecb4b9fff40d8c7e4c4c645335cf8f94f3e3467 description: '' health_score: 100.0 @@ -32784,8 +35033,8 @@ https://blogs.mulesoft.com/dev/api-dev/apis-versus-web-services: v2_locations: - api.md year: N/A - addition_method: manual https://blogs.mulesoft.com/dev/resources-dev/k8s-kubernetes: + addition_method: manual content_hash: 2a9d3f8aa2faecaa265c2c27bc5c64bbb90f2bad6cf106d9927bf4392a2073f4 description: '' health_score: 100.0 @@ -32800,8 +35049,8 @@ https://blogs.mulesoft.com/dev/resources-dev/k8s-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blogs.nakam.org/what-happens-when-k8s-edition: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32815,8 +35064,8 @@ https://blogs.nakam.org/what-happens-when-k8s-edition: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://blogs.opentext.com/understanding-kubernetes-within-containers: + addition_method: manual content_hash: 37d2e0e300a75f34eb73d1c08e8af4f351e8e42f7ba17fd922cbd7bc6a21ed15 description: '' health_score: 100.0 @@ -32831,8 +35080,8 @@ https://blogs.opentext.com/understanding-kubernetes-within-containers: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://blogs.oracle.com/cloud-infrastructure/announcing-private-kubernetes-clusters: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32846,8 +35095,8 @@ https://blogs.oracle.com/cloud-infrastructure/announcing-private-kubernetes-clus v2_locations: - oraclecloud.md year: N/A - addition_method: manual https://blogs.oracle.com/cloud-infrastructure/post/introducing-free-java-license: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32857,8 +35106,8 @@ https://blogs.oracle.com/cloud-infrastructure/post/introducing-free-java-license v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://blogs.oracle.com/maa/post/oracle-rac-on-docker-now-with-full-production-support: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32872,8 +35121,8 @@ https://blogs.oracle.com/maa/post/oracle-rac-on-docker-now-with-full-production- v2_locations: - oraclecloud.md year: N/A - addition_method: manual https://blogs.oracle.com/oracleuniversity/post/hands-on-labs-oci-training: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -32888,8 +35137,8 @@ https://blogs.oracle.com/oracleuniversity/post/hands-on-labs-oci-training: v2_locations: - oraclecloud.md year: N/A - addition_method: manual https://blogs.sap.com/2020/10/18/continuous-quality-using-plugins-and-jenkins-abap-ui5: + addition_method: manual content_hash: 51039ffab6b4f158503dfde35e638ce69d49b92ec7cbee3f004314bf7e326b67 description: '' health_score: 100.0 @@ -32904,8 +35153,8 @@ https://blogs.sap.com/2020/10/18/continuous-quality-using-plugins-and-jenkins-ab v2_locations: - jenkins.md year: N/A - addition_method: manual https://blogs.sap.com/2020/10/22/ci-cd-tools-for-sap-cloud-platform-abap-environment: + addition_method: manual content_hash: 2bca0bdb8d5f91a298d545e66855e514b11957b83afbda806fbee19bd9bde47f description: '' health_score: 100.0 @@ -32920,8 +35169,8 @@ https://blogs.sap.com/2020/10/22/ci-cd-tools-for-sap-cloud-platform-abap-environ v2_locations: - jenkins.md year: N/A - addition_method: manual https://blogs.sap.com/2021/05/06/decentralized-gitops-over-environments: + addition_method: manual content_hash: dc824c9443825309c3c981ec7aac30419ccfdc79dc2f417b4cac511a357dc05c description: '' health_score: 100.0 @@ -32936,8 +35185,8 @@ https://blogs.sap.com/2021/05/06/decentralized-gitops-over-environments: v2_locations: - gitops.md year: N/A - addition_method: manual https://blogs.sap.com/2021/07/04/cloud-integration-with-commerce-azure-blob-storage-using-rest-api: + addition_method: manual content_hash: 2b28dd7920f9b1257b5e936edfe3d84fb0f75dbde18d337b028094c627ea4a0e description: '' health_score: 100.0 @@ -32953,8 +35202,8 @@ https://blogs.sap.com/2021/07/04/cloud-integration-with-commerce-azure-blob-stor v2_locations: - demos.md year: N/A - addition_method: manual https://blogs.sap.com/2021/07/29/sap-cloud-integration-automated-testing-using-jenkins-and-pipeline-as-a-code-approach: + addition_method: manual content_hash: ae5af0d2f339a3d9bab1cc3a8d659985e2d8a579cf9aeb3b384653b3ce327e97 description: '' health_score: 100.0 @@ -32970,8 +35219,8 @@ https://blogs.sap.com/2021/07/29/sap-cloud-integration-automated-testing-using-j v2_locations: - jenkins.md year: N/A - addition_method: manual https://blogs.sap.com/2021/12/13/a-practical-guide-to-devops-for-sap-erp: + addition_method: manual content_hash: 8681d76793a336686794665c5381a6f066f498a5529556c6bc69047c39fef876 description: '' health_score: 100.0 @@ -32986,8 +35235,8 @@ https://blogs.sap.com/2021/12/13/a-practical-guide-to-devops-for-sap-erp: v2_locations: - devops.md year: N/A - addition_method: manual https://blogs.sap.com/2021/12/26/cloud-integration-with-commerce-azure-blob-storage-using-rest-api-part-2: + addition_method: manual content_hash: 2b28dd7920f9b1257b5e936edfe3d84fb0f75dbde18d337b028094c627ea4a0e description: '' health_score: 100.0 @@ -33003,8 +35252,8 @@ https://blogs.sap.com/2021/12/26/cloud-integration-with-commerce-azure-blob-stor v2_locations: - demos.md year: N/A - addition_method: manual https://blogs.splunk.com/2016/06/22/aws-video: + addition_method: manual content_hash: f8e4b711eb6b8c9a93ce562e998ce192752966639b80e2401212882bea910847 health_score: 100.0 last_checked: 1779029341.269407 @@ -33014,8 +35263,8 @@ https://blogs.splunk.com/2016/06/22/aws-video: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md - addition_method: manual https://blogs.vmware.com/management/2020/06/devops-culture.html: + addition_method: manual content_hash: 689ba7cff08abd990c9a8544a843a9b9e79830ba1a9c199231bb8e184e45891e description: '' health_score: 100.0 @@ -33032,8 +35281,8 @@ https://blogs.vmware.com/management/2020/06/devops-culture.html: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://blogs.vmware.com/networkvirtualization/2020/03/vmware-tanzu-service-mesh-built-on-vmware-nsx-is-now-available.html: + addition_method: manual ai_summary: Introduces VMware Tanzu Service Mesh, engineered on NSX technology to support high-performance secure traffic, global load-balancing, and end-to-end telemetry. It enables multi-cluster configurations and unified security policy @@ -33062,8 +35311,8 @@ https://blogs.vmware.com/networkvirtualization/2020/03/vmware-tanzu-service-mesh v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://blogs.vmware.com/vov/2018/08/06/how-to-deconstruct-a-monolith-using-microservices-getting-ready-for-cloud-native: + addition_method: manual content_hash: 653b1d455c93953c18d9873baeff335c82f0cd3baff7d458af268eb6c8246565 description: '' health_score: 100.0 @@ -33080,8 +35329,8 @@ https://blogs.vmware.com/vov/2018/08/06/how-to-deconstruct-a-monolith-using-micr v2_locations: - introduction.md year: N/A - addition_method: manual https://blogs.vmware.com/vsphere/2019/08/introducing-project-pacific.html: + addition_method: manual ai_summary: The original deep-dive announcement introducing Project Pacific, which natively refactored VMware vSphere 7 around the Kubernetes control plane. Provided the architectural bridge that enables operations teams to provision containerized @@ -33108,8 +35357,8 @@ https://blogs.vmware.com/vsphere/2019/08/introducing-project-pacific.html: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://blogs.windows.com/msedgedev/2020/10/01/microsoft-edge-tools-vscode: + addition_method: manual content_hash: 65f6856312bca89409d44de67ee2633b7915ae38c3e0dbfc1bbf04c9832dc12d description: '' health_score: 100.0 @@ -33125,8 +35374,8 @@ https://blogs.windows.com/msedgedev/2020/10/01/microsoft-edge-tools-vscode: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://bloo.media/blog/producto-minimo-viable-mvp: + addition_method: manual content_hash: 32163534f489f26e3854edc47bc9fb24fc5d1f1abcc95f34bdded115f44fcc54 description: '' health_score: 100.0 @@ -33142,8 +35391,8 @@ https://bloo.media/blog/producto-minimo-viable-mvp: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://blue-clouds.com/category/study-guide: + addition_method: manual ai_summary: An advanced study guide mapping out complex multi-tier architectural migrations, hybrid connectivity, disaster recovery plans, and cost optimization rules. @@ -33170,8 +35419,8 @@ https://blue-clouds.com/category/study-guide: v2_locations: - aws-training.md year: N/A - addition_method: manual https://bootcamp.uxdesign.cc/a-quick-win-to-prepare-for-every-meeting-using-templates-d2359c849433: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33185,8 +35434,8 @@ https://bootcamp.uxdesign.cc/a-quick-win-to-prepare-for-every-meeting-using-temp v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://bootcamp.uxdesign.cc/popular-tech-stack-for-startups-in-2022-f3b53f50c18: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33200,8 +35449,8 @@ https://bootcamp.uxdesign.cc/popular-tech-stack-for-startups-in-2022-f3b53f50c18 v2_locations: - introduction.md year: N/A - addition_method: manual https://boozangfromthetrenches.com/root-cause-analysis-in-test-automation/9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33215,8 +35464,8 @@ https://boozangfromthetrenches.com/root-cause-analysis-in-test-automation/9: v2_locations: - qa.md year: N/A - addition_method: manual https://bors.tech: + addition_method: manual content_hash: 113e0b9480b7c250bf3c54e9890c8a97d71824b142ad5157c40d2a9b950804ab description: '' health_score: 100.0 @@ -33232,8 +35481,8 @@ https://bors.tech: v2_locations: - git.md year: N/A - addition_method: manual https://botkube.io: + addition_method: manual content_hash: 593c5c6067eaeb4ee09d1fa4e63dfa64c790b6061a5579952d39f9a9815d78b2 health_score: 100.0 last_checked: 1779130495.015865 @@ -33246,8 +35495,8 @@ https://botkube.io: v2_locations: - kubernetes-tools.md - kubernetes-monitoring.md - addition_method: manual https://boxunix.com/2020/05/15/a-better-way-of-organizing-your-kubernetes-manifest-files: + addition_method: manual ai_summary: Curator Insight provides architectural structures for dividing, tagging, and organizing massive collections of Kubernetes YAML manifests. Live Grounding analyzes standard patterns, comparing monolithic files against multi-directory @@ -33277,8 +35526,8 @@ https://boxunix.com/2020/05/15/a-better-way-of-organizing-your-kubernetes-manife - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://boxunix.com/2022/02/05/developers-guide-to-writing-a-good-helm-chart: + addition_method: manual ai_summary: A comprehensive guide outline covering best practices in writing high-quality Helm charts. It addresses templates organization, variable naming conventions, semantic schema formatting, and validation practices. @@ -33305,8 +35554,8 @@ https://boxunix.com/2022/02/05/developers-guide-to-writing-a-good-helm-chart: v2_locations: - helm.md year: N/A - addition_method: manual https://bqstack.com/b/detail/109: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779029161.513057 @@ -33320,14 +35569,14 @@ https://bqstack.com/b/detail/109: v2_locations: - monitoring.md year: N/A - addition_method: manual https://bqstack.com/blog/monitoring-application-using-elastic-apm: + addition_method: manual health_score: 64.0 last_checked: 1779130494.921789 v1_locations: - docs/monitoring.md - addition_method: manual https://braindose.blog/2020/03/18/4-key-characteristics-of-gitops: + addition_method: manual content_hash: ab5f2cb623dbd7db0fae608cc1a3b0d3d6f01a25d428979f3c66a01a538a2678 description: '' health_score: 100.0 @@ -33343,8 +35592,8 @@ https://braindose.blog/2020/03/18/4-key-characteristics-of-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://bravenewgeek.com/the-observability-pipeline: + addition_method: manual content_hash: 4a3fc3e9df330f11e19f47ce4a2c99ddd8fd126c0ae4715fa3021d78b6ca1a98 description: '' health_score: 100.0 @@ -33359,8 +35608,8 @@ https://bravenewgeek.com/the-observability-pipeline: v2_locations: - monitoring.md year: N/A - addition_method: manual https://brennerm.github.io/posts/k8s-operators-with-python-part-1.html: + addition_method: manual content_hash: cc5be0c4145665ff21c584e3ac68459e235a48d1fcf44cb7e9e349010d39f3ab description: '' health_score: 100.0 @@ -33371,8 +35620,8 @@ https://brennerm.github.io/posts/k8s-operators-with-python-part-1.html: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://brennerm.github.io/posts/kubernetes-overview-diagrams.html: + addition_method: manual content_hash: b563ca9cbdec756f611652d334383c490e4bfd94fb3fc105a9aa5296b174df67 description: '' health_score: 100.0 @@ -33383,8 +35632,8 @@ https://brennerm.github.io/posts/kubernetes-overview-diagrams.html: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://brennerm.github.io/posts/setting-up-eks-with-irsa-using-terraform.html: + addition_method: manual content_hash: 6dcf3b994b06d2c909e2bd1e6797c6bfc963e9194c84d216edaa866484130e0c description: '' health_score: 100.0 @@ -33395,8 +35644,8 @@ https://brennerm.github.io/posts/setting-up-eks-with-irsa-using-terraform.html: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://brianchristner.io/how-to-use-docker-scan: + addition_method: manual content_hash: e3008d9dab4acd1bceeedd0fbddc88e1135219d1e69c0a6560810c145d6e2e54 description: '' health_score: 100.0 @@ -33412,8 +35661,8 @@ https://brianchristner.io/how-to-use-docker-scan: v2_locations: - docker.md year: N/A - addition_method: manual https://bridgecrew.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33427,8 +35676,8 @@ https://bridgecrew.io: v2_locations: - devsecops.md year: N/A - addition_method: manual https://bridgecrew.io/blog/5-common-kubernetes-misconfigs-and-how-to-fix-them: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33442,8 +35691,8 @@ https://bridgecrew.io/blog/5-common-kubernetes-misconfigs-and-how-to-fix-them: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://bridgecrew.io/blog/5-tips-for-securely-adopting-infrastructure-as-code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33457,8 +35706,8 @@ https://bridgecrew.io/blog/5-tips-for-securely-adopting-infrastructure-as-code: v2_locations: - iac.md year: N/A - addition_method: manual https://bridgecrew.io/blog/advanced-terraform-security-pro-tips-for-secure-infrastructure-as-code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33473,8 +35722,8 @@ https://bridgecrew.io/blog/advanced-terraform-security-pro-tips-for-secure-infra v2_locations: - terraform.md year: N/A - addition_method: manual https://bridgecrew.io/blog/applying-kubernetes-security-best-practices-to-helm-charts: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33488,8 +35737,8 @@ https://bridgecrew.io/blog/applying-kubernetes-security-best-practices-to-helm-c v2_locations: - helm.md year: N/A - addition_method: manual https://bridgecrew.io/blog/best-practices-for-aws-tagging-with-yor: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33503,8 +35752,8 @@ https://bridgecrew.io/blog/best-practices-for-aws-tagging-with-yor: v2_locations: - aws.md year: N/A - addition_method: manual https://bridgecrew.io/blog/kubernetes-devsecops-principles: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33519,8 +35768,8 @@ https://bridgecrew.io/blog/kubernetes-devsecops-principles: v2_locations: - devsecops.md year: N/A - addition_method: manual https://bridgecrew.io/blog/open-source-helm-security-research: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33535,8 +35784,8 @@ https://bridgecrew.io/blog/open-source-helm-security-research: v2_locations: - helm.md year: N/A - addition_method: manual https://bridgecrew.io/blog/open-source-helm-security-research-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33547,8 +35796,8 @@ https://bridgecrew.io/blog/open-source-helm-security-research-part-2: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://bridgecrew.io/blog/open-source-helm-security-research-part-3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33559,8 +35808,8 @@ https://bridgecrew.io/blog/open-source-helm-security-research-part-3: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://bridgecrew.io/blog/terraform-security-101-best-practices-for-secure-infrastructure-as-code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33575,8 +35824,8 @@ https://bridgecrew.io/blog/terraform-security-101-best-practices-for-secure-infr v2_locations: - terraform.md year: N/A - addition_method: manual https://bridgecrew.io/blog/tutorial-incorporate-iac-security-in-your-ci-cd-pipeline-with-bridgecrew-jenkins-and-github: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33591,8 +35840,8 @@ https://bridgecrew.io/blog/tutorial-incorporate-iac-security-in-your-ci-cd-pipel v2_locations: - 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chaos-engineering.md year: N/A - addition_method: manual +https://build.microsoft.com/en-US/home?ocid=FY26_soc_omc_br_X_BuildRegister: + addition_method: automatic + ai_summary: 'Curator Insight: Microsoft Build 2026 serves as the primary developer + forum introducing the convergence of local Windows environments and agentic Azure + architectures. + + + Live Grounding: Hosting hundreds of deep technical sessions in San Francisco and + online, the event highlights real-world AI scaling pipelines, next-generation + Azure Linux distributions, and extensive GitHub Copilot integrations for modern + software engineering workflows.' + category: introduction + complexity: Intermediate + content_hash: 191e0560c7ec87e7f2d444dc46a67b3457e05c62e1e5b2269cf2aa7b7f709cd9 + description: The official portal for Microsoft Build 2026, showcasing deep-dives + on real systems, local AI agents on Windows, and Azure cloud infrastructure scaling. + hierarchy: + - Cloud Providers + - Microsoft Azure + - Developer Conference + is_microservice: false + language: English + last_checked: 1780352404.147753 + reputation_status: Vetted + reputation_summary: Official portal for Microsoft's primary developer conference, + highly relevant for platform and application developers worldwide. + resource_type: Site + social_preview_url: '' + source_provenance: X.com (Microsoft) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + title: Microsoft Build 2026 Developer Event Portal + year: '2026' https://build.thebeat.co/a-curious-case-of-aws-nlb-timeouts-in-kubernetes-522bd88a3399: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -33662,8 +35947,8 @@ https://build.thebeat.co/a-curious-case-of-aws-nlb-timeouts-in-kubernetes-522bd8 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://build5nines.com: + addition_method: manual content_hash: 16b80bddb1d38bbb82189f646fadb38bebc5094904d1ca1c4dffa188133a16e4 description: '' health_score: 100.0 @@ -33679,8 +35964,8 @@ https://build5nines.com: v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/analyzing-ibms-acquisition-of-hashicorp-a-game-changer-in-hybrid-cloud-management: + addition_method: manual content_hash: 407219367a27bee30cd3b74dd496dc817c0ac95531c706f84e90e28a599e1a88 description: '' health_score: 100.0 @@ -33697,8 +35982,8 @@ https://build5nines.com/analyzing-ibms-acquisition-of-hashicorp-a-game-changer-i v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/azure-cdn-endpoint-interactive-map: + addition_method: manual content_hash: 6b609a8f60a5d424519071b5f82dd6e74eb737b23bc5ae2864de82c5fde00543 description: '' health_score: 100.0 @@ -33715,8 +36000,8 @@ https://build5nines.com/azure-cdn-endpoint-interactive-map: v2_locations: - azure.md year: N/A - addition_method: manual https://build5nines.com/azure-cli-check-if-blob-exists-in-azure-storage: + addition_method: manual content_hash: 6809ff7c80a251f797294216a0a70e43130a4e0ec5029be90b83a3edfa6245ed description: '' health_score: 100.0 @@ -33732,8 +36017,8 @@ https://build5nines.com/azure-cli-check-if-blob-exists-in-azure-storage: v2_locations: - azure.md year: N/A - addition_method: manual https://build5nines.com/azure-functions-cost-considerations-and-optimization: + addition_method: manual content_hash: c6c902db143faecd6eae1b7eb9508faf35bbd5cc55543bba2f1fdd6aa041946e description: '' health_score: 100.0 @@ -33753,9 +36038,9 @@ https://build5nines.com/azure-functions-cost-considerations-and-optimization: - 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pulumi.md year: N/A - addition_method: manual https://build5nines.com/benefits-of-convention-over-configuration-for-iac-deployment-projects: + addition_method: manual content_hash: dbbcf6c725bf6ca26433ee487b2b92ef8c4767a93d2fca65ed4b8744a75c2da5 description: '' health_score: 100.0 @@ -33824,9 +36109,9 @@ https://build5nines.com/benefits-of-convention-over-configuration-for-iac-deploy v2_locations: - iac.md year: N/A - addition_method: manual ? https://build5nines.com/best-practices-to-promote-from-dev-to-prod-environments-with-hashicorp-terraform-using-workspaces-and-folders -: content_hash: 0dc6e4342298e817640f5f9189b9b40b1cce67acfadc11c925912ce7bd0680f6 +: addition_method: manual + content_hash: 0dc6e4342298e817640f5f9189b9b40b1cce67acfadc11c925912ce7bd0680f6 description: '' health_score: 100.0 last_checked: 1779032236.047437 @@ -33842,8 +36127,8 @@ https://build5nines.com/benefits-of-convention-over-configuration-for-iac-deploy v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/configuring-github-actions-to-run-jobs-on-specific-branches: + addition_method: manual content_hash: b1cbcacb6fa26ea200cd5329f900acae092f04c0d2243fb2c9cd1f30a0ad2a4b description: '' health_score: 100.0 @@ -33859,8 +36144,8 @@ https://build5nines.com/configuring-github-actions-to-run-jobs-on-specific-branc v2_locations: - git.md year: N/A - addition_method: manual https://build5nines.com/configuring-manual-triggers-in-github-actions-with-workflow_dispatch: + addition_method: manual content_hash: 8f0b0140f6d96f2e27d21676513dffb1c716588165d2fb97602214021b00fff2 description: '' health_score: 100.0 @@ -33876,8 +36161,8 @@ https://build5nines.com/configuring-manual-triggers-in-github-actions-with-workf v2_locations: - git.md year: N/A - addition_method: manual https://build5nines.com/deploy-terraform-using-azure-devops-yaml-pipelines: + addition_method: manual content_hash: 5bae478972537c2125131f99d56fca06c101503f8312f620b906d35774b07a2f description: '' health_score: 100.0 @@ -33893,8 +36178,8 @@ https://build5nines.com/deploy-terraform-using-azure-devops-yaml-pipelines: v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/deploying-hub-and-spoke-network-topology-in-microsoft-azure-using-terraform: + addition_method: manual content_hash: 00d01d65cc144baaf10554fd18bc5fd39493c3746790a4e5343c17950290dfb5 description: '' health_score: 100.0 @@ -33911,8 +36196,8 @@ https://build5nines.com/deploying-hub-and-spoke-network-topology-in-microsoft-az v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/get-started-with-azure-bicep: + addition_method: manual content_hash: b415617051e7383893a919020514acc55de5c812e37599dab868cd0e6bd5ccda description: '' health_score: 100.0 @@ -33928,8 +36213,8 @@ https://build5nines.com/get-started-with-azure-bicep: v2_locations: - azure.md year: N/A - addition_method: manual https://build5nines.com/get-started-with-terraform-on-microsoft-azure: + addition_method: manual content_hash: 7e507c8f70a8ca7c3029423f7040ceb31e552e5e2916f5cb0813a2e85d1294ea description: '' health_score: 100.0 @@ -33945,8 +36230,8 @@ https://build5nines.com/get-started-with-terraform-on-microsoft-azure: v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/git-merge-repositories-with-history: + addition_method: manual ai_summary: A highly technical step-by-step workflow for consolidating completely disjointed repositories into a unified target while fully preserving commit history. Crucial for organization-wide monorepo migrations and system consolidation initiatives. @@ -33974,8 +36259,8 @@ https://build5nines.com/git-merge-repositories-with-history: v2_locations: - git.md year: N/A - addition_method: manual https://build5nines.com/git-reset-undo-most-recent-local-commit: + addition_method: manual ai_summary: Step-by-step documentation focusing on reversing the latest committed changes locally. Evaluates command scenarios utilizing the 'HEAD~1' targeting operator under different staging and working directory preservation options. @@ -34003,8 +36288,8 @@ https://build5nines.com/git-reset-undo-most-recent-local-commit: v2_locations: - git.md year: N/A - addition_method: manual https://build5nines.com/github-actions-get-current-branch-name-for-git-repo: + addition_method: manual content_hash: b1c60a474140d43d56681f922305a534f3f4eef8d6504819dbe2a3645e8f3366 description: '' health_score: 100.0 @@ -34020,8 +36305,8 @@ https://build5nines.com/github-actions-get-current-branch-name-for-git-repo: v2_locations: - git.md year: N/A - addition_method: manual https://build5nines.com/github-actions-run-pandoc-to-convert-markdown-to-word-document: + addition_method: manual ai_summary: 'A step-by-step implementation guide demonstrating how to use GitHub Actions and Pandoc to dynamically convert Markdown documentation into Microsoft Word formats. This pipeline bridges technical writing with corporate document @@ -34053,8 +36338,8 @@ https://build5nines.com/github-actions-run-pandoc-to-convert-markdown-to-word-do v2_locations: - mkdocs.md year: N/A - addition_method: manual https://build5nines.com/how-to-determine-url-a-local-git-repository-was-originally-cloned-from: + addition_method: manual ai_summary: Technical walkthrough explaining how to extract the original clone URL from local Git configurations. It details the utilization of `git remote -v` and config inspection mechanisms, making it useful for developers auditing local workspaces @@ -34084,8 +36369,8 @@ https://build5nines.com/how-to-determine-url-a-local-git-repository-was-original v2_locations: - git.md year: N/A - addition_method: manual https://build5nines.com/introducing-microsoft-copilot-for-azure: + addition_method: manual content_hash: 2db44988926cda5199f821c3a12412bb6449d696fc47166dafb16217b3d7a11c description: '' health_score: 100.0 @@ -34101,8 +36386,8 @@ https://build5nines.com/introducing-microsoft-copilot-for-azure: v2_locations: - azure.md year: N/A - addition_method: manual https://build5nines.com/ipv4-address-cidr-range-reference-and-calculator: + addition_method: manual content_hash: 28722d6a33096f55b6958813d686b5be4f906febfa38ff3b753fe8e1c1c94d16 description: '' health_score: 100.0 @@ -34118,8 +36403,8 @@ https://build5nines.com/ipv4-address-cidr-range-reference-and-calculator: v2_locations: - networking.md year: N/A - addition_method: manual https://build5nines.com/output-link-to-azure-resources-from-terraform-project: + addition_method: manual content_hash: 1bb0f5a609b2099bf8139f14e006450a4972f29545579b44836b4418d5af3499 description: '' health_score: 100.0 @@ -34135,8 +36420,8 @@ https://build5nines.com/output-link-to-azure-resources-from-terraform-project: v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/read-and-write-azure-blob-storage-with-javascript: + addition_method: manual content_hash: b2fe72d6c5ef2e304b92e1857324d0acf6ea6cfd44f24ac65802c223b396900e description: '' health_score: 100.0 @@ -34152,8 +36437,8 @@ https://build5nines.com/read-and-write-azure-blob-storage-with-javascript: v2_locations: - azure.md year: N/A - addition_method: manual https://build5nines.com/should-terraform-lock-hcl-file-be-added-to-gitignore-or-committed-to-git-repo: + addition_method: manual content_hash: 08a04d71669ef32e8c3b7b2089aab51231a9f134eb17cc05721f2265bbdb51d3 description: '' health_score: 100.0 @@ -34170,8 +36455,8 @@ https://build5nines.com/should-terraform-lock-hcl-file-be-added-to-gitignore-or- v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/terraform-best-practices-for-writing-clean-readable-and-maintainable-code: + addition_method: manual content_hash: f3dafa12468c410fe04df8ca8813a23cb04875d151678bc4ab7397240817c821 description: '' health_score: 100.0 @@ -34188,8 +36473,8 @@ https://build5nines.com/terraform-best-practices-for-writing-clean-readable-and- v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/terraform-code-project-organization-strategies-based-on-team-workload-or-monolithic: + addition_method: manual content_hash: 3c868e70a467eb30ee6b83a8e9345550bfb569e03316c874472b8f2db68a57b6 description: '' health_score: 100.0 @@ -34206,8 +36491,8 @@ https://build5nines.com/terraform-code-project-organization-strategies-based-on- v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/terraform-conditional-if-variable-does-not-exist-try-function: + addition_method: manual content_hash: 1160f4211a14b083bfa48360a1ef7d00155161935c5daeabe1728ef9b9aa943d description: '' health_score: 100.0 @@ -34224,8 +36509,8 @@ https://build5nines.com/terraform-conditional-if-variable-does-not-exist-try-fun v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/terraform-create-an-aks-cluster: + addition_method: manual ai_summary: Step-by-step walkthrough explaining the provisioning of fully functioning AKS clusters using Terraform HCL. Provides modular templates containing standard configurations for nodes, subnets, and identity profiles. Excellent for starting @@ -34255,8 +36540,8 @@ https://build5nines.com/terraform-create-an-aks-cluster: - managed-kubernetes-in-public-cloud.md - terraform.md year: N/A - addition_method: manual https://build5nines.com/terraform-deploy-azure-app-service-with-key-vault-secret-integration: + addition_method: manual content_hash: 6cc74c9118558e44ce5aeb171325e0c5325839adc4378321889e2b4730e8558b description: '' health_score: 100.0 @@ -34273,8 +36558,8 @@ https://build5nines.com/terraform-deploy-azure-app-service-with-key-vault-secret v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/terraform-deploy-azure-expressroute-circuit-with-vnet-gateway: + addition_method: manual content_hash: f5e37260d5611512cd59e0338bced122279193a779127309927c0e2e001377e9 description: '' health_score: 100.0 @@ -34291,8 +36576,8 @@ https://build5nines.com/terraform-deploy-azure-expressroute-circuit-with-vnet-ga v2_locations: - terraform.md year: N/A - addition_method: manual https://build5nines.com/terraform-deploy-azure-function-app-with-consumption-plan: + addition_method: manual content_hash: 23e90dd2a2e7a52316e93a5474471e3c5f8e40609c999c14b046179290f4df22 description: '' health_score: 100.0 @@ -34308,8 +36593,8 @@ https://build5nines.com/terraform-deploy-azure-function-app-with-consumption-pla v2_locations: - 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Facilita la planificación financiera y la negociación @@ -35063,8 +37348,8 @@ https://calculadora.malt.es: v2_locations: - freelancing.md year: N/A - addition_method: manual https://calculator.aws: + addition_method: manual content_hash: 54b0d80bda668e25e5f493e7ba2c4c93bf29f97b5d4c5fc3c2f051285a8eded8 description: '' health_score: 100.0 @@ -35080,8 +37365,8 @@ https://calculator.aws: v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://calendly.com: + addition_method: manual content_hash: cddbaa45189ae4299db3fe570eeebdc8e22cf6b4eec85ce5fd6056e0e1e9e956 description: '' health_score: 100.0 @@ -35097,8 +37382,8 @@ https://calendly.com: v2_locations: - appointment-scheduling.md year: N/A - addition_method: manual https://camel.apache.org: + addition_method: manual content_hash: d0f28851957487ed5c659c78ba812e6fa3d607a8487ffff7c7dce884f47ebfd7 description: '' health_score: 100.0 @@ -35119,8 +37404,8 @@ https://camel.apache.org: v2_locations: - message-queue.md year: N/A - addition_method: manual https://camel.apache.org/camel-k/2.10.x: + addition_method: manual ai_summary: Core documentation for Apache Camel K, a lightweight cloud-native integration platform built on Kubernetes. 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Built specifically to orchestrate distributed microservices, Zeebe parses BPMN 2.0 structures and implements high-throughput, horizontally scalable state machines directly on top of Kubernetes. @@ -35196,8 +37481,8 @@ https://camunda.com/platform/zeebe: v2_locations: - message-queue.md year: '2026' - addition_method: manual https://canine.sh: + addition_method: manual ai_summary: An ultra-lightweight, developer-friendly Platform-as-a-Service (PaaS) built on top of Kubernetes. Focuses on minimizing the friction of infrastructure management by automating container packaging, ingress configuration, and SSL provisioning @@ -35229,8 +37514,8 @@ https://canine.sh: - kubernetes-tools.md - cicd.md year: N/A - addition_method: manual https://canonical.com/blog/gitops-with-azure-arc-and-charmed-kubernetes: + addition_method: manual ai_summary: A technical guide illustrating the integration of Charmed Kubernetes with Azure Arc to orchestrate hybrid-cloud resources. Demonstrates how GitOps configurations are pushed dynamically across decentralized architectures using @@ -35254,8 +37539,8 @@ https://canonical.com/blog/gitops-with-azure-arc-and-charmed-kubernetes: - gitops.md - kubernetes-on-premise.md year: '2021' - addition_method: manual https://canonical.com/juju: + addition_method: manual ai_summary: 'The canonical toolset for automating cloud operations using Juju charms. Simplifies the installation of Charmed Kubernetes clusters across various clouds. Note: Conjure-up has been fully integrated and evolved directly into Canonical @@ -35278,8 +37563,8 @@ https://canonical.com/juju: - kubernetes.md - kubernetes-on-premise.md year: '2026' - addition_method: manual https://canonical.com/microk8s: + addition_method: manual ai_summary: A lightweight, production-grade, single-package Kubernetes distribution by Canonical. It features automatic updates, high-availability cluster builds, and instant addon enablement (e.g., GPU support, Linkerd, Istio). Highly optimized @@ -35301,8 +37586,8 @@ https://canonical.com/microk8s: v2_locations: - kubernetes-on-premise.md year: '2026' - addition_method: manual https://canvatechblog.com/supporting-gpu-accelerated-machine-learning-with-kubernetes-and-nix-7c1da8e42f61: + addition_method: manual content_hash: b9b5fd72d59db2b6e2e2f5fbfbb353ae5dda03d983539e32afe2bb2ae3b80124 description: '' health_score: 100.0 @@ -35314,8 +37599,8 @@ https://canvatechblog.com/supporting-gpu-accelerated-machine-learning-with-kuber v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://capistranorb.com: + addition_method: manual content_hash: c09e9f12516ac13c0c769fa565080e12b3c6ef604ee8ede18d009f3de931d491 description: '' health_score: 100.0 @@ -35331,8 +37616,8 @@ https://capistranorb.com: v2_locations: - ansible.md year: N/A - addition_method: manual https://capstonec.com/2020/10/08/cloud-native-app-architecture-patterns: + addition_method: manual content_hash: aa215df3ccd0f0ddf5abe6b1d246b8934fe240ae2c2ae081132d0bc73dc81a6c description: '' health_score: 100.0 @@ -35348,8 +37633,8 @@ https://capstonec.com/2020/10/08/cloud-native-app-architecture-patterns: v2_locations: - introduction.md year: N/A - addition_method: manual https://carlos-piqueres.medium.com/product-backlog-vs-sprint-backlog-c951f972e979: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35363,9 +37648,9 @@ https://carlos-piqueres.medium.com/product-backlog-vs-sprint-backlog-c951f972e97 v2_locations: - project-management-methodology.md year: N/A - addition_method: manual ? https://carlos.mendible.com/2021/08/02/aks-persistent-volume-claim-with-an-azure-file-storage-protected-with-a-private-endpoint -: ai_summary: Hands-on guide to configuring Persistent Volume Claims in AKS bound +: addition_method: manual + ai_summary: Hands-on guide to configuring Persistent Volume Claims in AKS bound to Azure Files storage via secure Private Endpoints. Eliminates public access vectors to storage targets, enhancing data sovereignty and meeting enterprise compliance baselines. @@ -35393,8 +37678,8 @@ https://carlos-piqueres.medium.com/product-backlog-vs-sprint-backlog-c951f972e97 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://carlosalca.medium.com/how-to-manage-all-my-k8s-secrets-in-git-securely-with-bitnami-sealed-secrets-43580b8fa0c7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35409,8 +37694,8 @@ https://carlosalca.medium.com/how-to-manage-all-my-k8s-secrets-in-git-securely-w v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://carlosthe19916.wordpress.com/2020/04/12/rhamt-in-github-actions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35426,8 +37711,8 @@ https://carlosthe19916.wordpress.com/2020/04/12/rhamt-in-github-actions: v2_locations: - ocp4.md year: N/A - addition_method: manual https://carvel.dev/kapp: + addition_method: manual content_hash: 86b6a26c1381fec6ede2ecbd749bd2918fcffda552631446dea6cb25064cbcb8 description: '' health_score: 100.0 @@ -35443,8 +37728,8 @@ https://carvel.dev/kapp: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://cassandra.apache.org: + addition_method: manual content_hash: a0c95e266920c2bf5121c0d1637de17ca6a3386b7017f09b3dba3ad4a420e46a health_score: 100.0 last_checked: 1779030022.419427 @@ -35456,8 +37741,8 @@ https://cassandra.apache.org: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://cast.ai: + addition_method: manual ai_summary: Enterprise-grade automated container management and FinOps scaling engine. Performs real-time node selection, spot instance provisioning, and cluster rightsizing dynamically without degrading active microservice performance. @@ -35486,8 +37771,8 @@ https://cast.ai: - ai.md - finops.md year: N/A - addition_method: manual https://cast.ai/blog/8-best-practices-to-reduce-your-aws-bill-for-kubernetes: + addition_method: manual content_hash: 26de6f0da4566f3152142989f891360128975525d7afe08f76661a190ed6da41 description: '' health_score: 100.0 @@ -35498,8 +37783,8 @@ https://cast.ai/blog/8-best-practices-to-reduce-your-aws-bill-for-kubernetes: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes: + addition_method: manual ai_summary: Comparative evaluation analyzing resource isolation, infrastructure management, and compute overhead between EKS, ECS, and AWS Fargate. Highlights scheduling efficiency, control plane pricing, and cost-of-scale dynamics for enterprise @@ -35530,8 +37815,8 @@ https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes: - managed-kubernetes-in-public-cloud.md - aws-containers.md year: N/A - addition_method: manual https://cast.ai/blog/cloud-pricing-comparison: + addition_method: manual content_hash: 4f06725a1272a920b43449fbfa99c44e8d99d7fe096ae37235c85e811cad584b health_score: 100.0 last_checked: 1779130495.012405 @@ -35543,8 +37828,8 @@ https://cast.ai/blog/cloud-pricing-comparison: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md - addition_method: manual https://cast.ai/blog/eks-cost-optimization: + addition_method: manual ai_summary: A deep-dive guide specifying concrete mechanisms to scale down unnecessary cloud spending inside EKS clusters. Provides strategies for dynamic right-sizing, Spot-instance scheduling, automated node-consolidation, and down-scaling non-production @@ -35567,8 +37852,8 @@ https://cast.ai/blog/eks-cost-optimization: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual https://cast.ai/blog/eks-security-checklist-10-best-practices-for-a-secure-cluster: + addition_method: manual ai_summary: An actionable security checklist compiled by Cast.ai, detailing major cluster isolation and hardening vectors for EKS. Highlights include IAM role configurations, network policy enforcement, control plane logging, and image scanning pipelines. @@ -35597,8 +37882,8 @@ https://cast.ai/blog/eks-security-checklist-10-best-practices-for-a-secure-clust v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cast.ai/blog/guide-to-kubernetes-autoscaling-for-cloud-cost-optimization: + addition_method: manual content_hash: cf23b77aa4194665973d5cafea22174b6ec14f240ef5dea2301669b30515a3f5 description: '' health_score: 100.0 @@ -35614,8 +37899,8 @@ https://cast.ai/blog/guide-to-kubernetes-autoscaling-for-cloud-cost-optimization v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://cast.ai/blog/keep-your-aws-kubernetes-costs-in-check-with-intelligent-allocation: + addition_method: manual content_hash: 96f551bd8bcb4ccc1234a100696a036f5919d4c780898f58a87502dd17b7a3c9 description: '' health_score: 100.0 @@ -35632,8 +37917,8 @@ https://cast.ai/blog/keep-your-aws-kubernetes-costs-in-check-with-intelligent-al v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://cast.ai/blog/kubernetes-labels-expert-guide-with-10-best-practices: + addition_method: manual content_hash: fc2dc88a464c5869b7af6e36ebc35a33de0bb4a94d166797c9de3573d29ff681 description: '' health_score: 100.0 @@ -35649,8 +37934,8 @@ https://cast.ai/blog/kubernetes-labels-expert-guide-with-10-best-practices: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://cast.ai/blog/kubernetes-namespace-how-to-use-it-to-organize-and-optimize-costs: + addition_method: manual content_hash: 98e550ed6a15c3b18b79b0d146bc1659f832da3a26565d8dc33c6fa64147b856 description: '' health_score: 100.0 @@ -35666,8 +37951,8 @@ https://cast.ai/blog/kubernetes-namespace-how-to-use-it-to-organize-and-optimize v2_locations: - kubernetes.md year: N/A - addition_method: manual https://cast.ai/blog/kubernetes-security-10-best-practices: + addition_method: manual ai_summary: Synthesizes expert advice and industry-proven practices for comprehensive cluster defense. Curator insight focuses on the absolute necessity of etcd encryption, regular posture checks, and network policies. Live grounding highlights that combining @@ -35697,8 +37982,8 @@ https://cast.ai/blog/kubernetes-security-10-best-practices: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://cast.ai/blog/ultimate-cloud-pricing-comparison-aws-vs-azure-vs-google-cloud-in-2021: + addition_method: manual content_hash: 499ac9dfd5ce764260f27a2f0023f41d6e07f2de3d9fe617594db9cd4b0305fa description: '' health_score: 100.0 @@ -35710,8 +37995,8 @@ https://cast.ai/blog/ultimate-cloud-pricing-comparison-aws-vs-azure-vs-google-cl v1_locations: - docs/public-cloud-solutions.md year: N/A - addition_method: manual https://catalog.ngc.nvidia.com/orgs/nvidia/helm-charts/gpu-operator: + addition_method: manual content_hash: 22fbbbb9c7ab7d91273363383c1703ce2f15f43f4ae7acc04ee7e66e98d2eca7 description: '' health_score: 100.0 @@ -35727,8 +38012,8 @@ https://catalog.ngc.nvidia.com/orgs/nvidia/helm-charts/gpu-operator: v2_locations: - mlops.md year: N/A - addition_method: manual https://catalog.redhat.com/en: + addition_method: manual content_hash: 5dcf9edb59e9c3d4a5194ef21adab5bc7c3d088544f6e8f9eb8be9d0ecefd6f6 health_score: 100.0 last_checked: 1779130494.973826 @@ -35740,8 +38025,8 @@ https://catalog.redhat.com/en: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://catalog.redhat.com/en/software/containers/explore: + addition_method: manual content_hash: 0f187dd7f5c30950ece591fbdc9de621e27b149f82e69c7938c0336f440523d4 health_score: 100.0 last_checked: 1779130494.986244 @@ -35753,8 +38038,8 @@ https://catalog.redhat.com/en/software/containers/explore: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://catalog.redhat.com/software/containers/explore: + addition_method: manual content_hash: 04784ae711d2e8e483cbe1f2df0afc96144c04646dca1ab975bea5117cb17eb9 description: '' health_score: 100.0 @@ -35765,8 +38050,8 @@ https://catalog.redhat.com/software/containers/explore: v1_locations: - docs/container-managers.md year: N/A - addition_method: manual https://catonmat.net/gnu-coreutils-cheat-sheet: + addition_method: manual content_hash: c18d54281566f3a38a80c7ca4cb4267b270a396801f2fb2946ffe3963d887a78 description: '' health_score: 100.0 @@ -35782,8 +38067,8 @@ https://catonmat.net/gnu-coreutils-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://caylent.com/blog/beginners-guide-to-using-terraform-with-aws: + addition_method: manual content_hash: 4a3c8359589ab0b8c32dd2b27c53abc25a082c642dc4387043d977cac1422b66 health_score: 100.0 last_checked: 1779130494.994759 @@ -35795,8 +38080,8 @@ https://caylent.com/blog/beginners-guide-to-using-terraform-with-aws: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://caylent.com/blog/pragmatic-enterprise-cicd: + addition_method: manual ai_summary: A comprehensive article providing a pragmatic blueprint for building, scaling, and managing enterprise CI/CD workflows on AWS infrastructure. Covers critical patterns including AWS CodePipeline, multi-account structures, security @@ -35818,8 +38103,8 @@ https://caylent.com/blog/pragmatic-enterprise-cicd: v2_locations: - cicd.md year: '2023' - addition_method: manual https://caylent.com/insights: + addition_method: manual content_hash: 8e3fbfb8716823d8f499bc03643c5786ff0e9ce354aa6302883e4e46c1ceea11 health_score: 100.0 last_checked: 1779130494.988508 @@ -35831,8 +38116,8 @@ https://caylent.com/insights: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://cbui.dev/every-company-has-an-old-production-aws-account: + addition_method: manual content_hash: 90f1321e1b7d6bf8d73defa89de2947c0e2f35e1631a5ad1da0aa193da0ffd15 description: '' health_score: 100.0 @@ -35843,8 +38128,8 @@ https://cbui.dev/every-company-has-an-old-production-aws-account: v1_locations: - docs/aws-architecture.md year: N/A - addition_method: manual https://ccseyhan.medium.com/what-is-terraform-reusability-and-how-to-achieve-it-97d9565e394d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35858,8 +38143,8 @@ https://ccseyhan.medium.com/what-is-terraform-reusability-and-how-to-achieve-it- v2_locations: - terraform.md year: N/A - addition_method: manual https://cd.foundation/blog/2020/02/11/announcing-the-cd-foundation-mlops-sig: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35873,8 +38158,8 @@ https://cd.foundation/blog/2020/02/11/announcing-the-cd-foundation-mlops-sig: v2_locations: - mlops.md year: N/A - addition_method: manual https://cd.foundation/blog/2021/02/01/trends-that-will-define-ci-cd-in-2021: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35888,8 +38173,8 @@ https://cd.foundation/blog/2021/02/01/trends-that-will-define-ci-cd-in-2021: v2_locations: - cicd.md year: N/A - addition_method: manual https://cd.foundation/blog/2021/03/24/intro-to-deployment-strategies-blue-green-canary-and-more: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35904,8 +38189,8 @@ https://cd.foundation/blog/2021/03/24/intro-to-deployment-strategies-blue-green- v2_locations: - cicd.md year: N/A - addition_method: manual https://cd.foundation/blog/2021/08/03/cd-foundation-shipwright-announcement: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35920,8 +38205,8 @@ https://cd.foundation/blog/2021/08/03/cd-foundation-shipwright-announcement: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://cd.foundation/blog/2021/09/02/bringing-blue-ocean-into-the-future-of-jenkins: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35935,8 +38220,8 @@ https://cd.foundation/blog/2021/09/02/bringing-blue-ocean-into-the-future-of-jen v2_locations: - jenkins.md year: N/A - addition_method: manual https://cd.foundation/blog/2021/09/02/going-cloud-native-with-jenkins-kubernetes-operator: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -35950,8 +38235,8 @@ https://cd.foundation/blog/2021/09/02/going-cloud-native-with-jenkins-kubernetes v2_locations: - jenkins.md year: N/A - addition_method: manual https://cdk8s.io: + addition_method: manual content_hash: c1c4c569f0b7ecb96be651eb66524175e061cecaae1e0d514f309312ffde679b description: '' health_score: 100.0 @@ -35967,20 +38252,52 @@ https://cdk8s.io: v2_locations: - kubernetes.md year: N/A - addition_method: manual +? https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/azure/acom/documents/pdfs/en-us/Azure-Essentials-customer-infographic-Innovate-with-AIFINAL.pdf +: addition_method: automatic + ai_summary: 'Curator Insight: This formal artifact provides a visual methodology + for aligning generative AI initiatives with Azure''s Cloud Adoption Framework + (CAF) best practices. Live Grounding shows that the infographic highlights crucial + pathways for modernizing infrastructure, unifying data estates, and deploying + secure AI agents. It maps Azure AI Foundry capabilities to enterprise cloud governance, + resiliency planning, and FinOps budgeting for scale.' + category: azure + complexity: Intermediate + content_hash: 1a50ef8ea172de838275d4b62a63836414f43777d1b8d48a99e6ef1e41b1b126 + description: Microsoft's infographic on building, migrating, and optimizing AI and + cloud workloads responsibly with Azure Essentials. + hierarchy: + - Cloud Architecture + - Artificial Intelligence + - Governance Frameworks + is_microservice: false + language: en + last_checked: 1780352424.113358 + reputation_status: Vetted + reputation_summary: Official roadmap artifact published by Microsoft Azure. + resource_type: document + social_preview_url: '' + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + title: Azure Essentials Customer Infographic - Innovate with AI + year: '2026' https://cdn.jsdelivr.net/gh/sindresorhus/awesome@d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg: + addition_method: manual content_hash: 55513f3aa5f9a3c961db3c8e2d4073f19791b5506b58080c37774a2521d2bc80 health_score: 100.0 last_checked: 1779130494.93582 v1_locations: [] - addition_method: manual https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030230.614773 v1_locations: [] - addition_method: manual https://cdn2.hubspot.net/hubfs/5111483/docker-swarm-cheatsheet-sematext.pdf: + addition_method: manual content_hash: 7a3ce8ff7fe5b9c19f1d60d1c35a8b1ed5c7c367b66fc075a0f0477129e5433f description: '' health_score: 100.0 @@ -35991,8 +38308,8 @@ https://cdn2.hubspot.net/hubfs/5111483/docker-swarm-cheatsheet-sematext.pdf: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://ceph.io: + addition_method: manual content_hash: 9efcac7cc2becf9adad53abf0f808e22a4cff63f1c6e14a89d4346bde78b1118 description: '' health_score: 100.0 @@ -36004,8 +38321,8 @@ https://ceph.io: - docs/kubernetes-storage.md - docs/ocp4.md year: N/A - addition_method: manual https://ceph.io/en: + addition_method: manual content_hash: 788bdc0b58c98d22c5886667b17de7e2c48058c6fd923576032264cdfdb83ff0 health_score: 100.0 last_checked: 1779130495.010884 @@ -36018,8 +38335,8 @@ https://ceph.io/en: v2_locations: - ocp4.md - kubernetes-storage.md - addition_method: manual https://cert-manager.io: + addition_method: manual content_hash: 3319fb9a343bc9f18c66e87a7d13335af1a15990eec219b1d56a34d45af73d75 description: '' health_score: 100.0 @@ -36030,8 +38347,8 @@ https://cert-manager.io: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://cert-manager.io/docs: + addition_method: manual ai_summary: The main technical documentation page for cert-manager, the industry-standard PKI and TLS certificate operator for automating certificates generation and renewal. complexity: Intermediate @@ -36057,8 +38374,8 @@ https://cert-manager.io/docs: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://cgruver.github.io/okd4-upi-lab-setup: + addition_method: manual content_hash: b8ccb1a27216b09312f41053cc559f37dacce3234dd6c96f3c0fb7019d45cac3 description: '' health_score: 100.0 @@ -36074,8 +38391,8 @@ https://cgruver.github.io/okd4-upi-lab-setup: v2_locations: - ocp4.md year: N/A - addition_method: manual https://chaimeleon.eu: + addition_method: manual content_hash: 42c1779eb8776708c46c7b8e189ec590e3acd5bda5226437dbc8bf525ff829dd description: '' health_score: 100.0 @@ -36091,8 +38408,8 @@ https://chaimeleon.eu: v2_locations: - customer.md year: N/A - addition_method: manual https://chaitu-kopparthi.medium.com/scaling-kubernetes-workloads-using-custom-prometheus-metrics-1eb64b23919e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -36107,8 +38424,8 @@ https://chaitu-kopparthi.medium.com/scaling-kubernetes-workloads-using-custom-pr v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://chakray.com/11-steps-achieving-successful-api-management-strategy: + addition_method: manual content_hash: 63a948974e26e727afd1f2ba4871ba45b979f66c7accdc3b7446cd85d719f0c5 health_score: 100.0 last_checked: 1779130494.98174 @@ -36119,8 +38436,8 @@ https://chakray.com/11-steps-achieving-successful-api-management-strategy: - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://chakray.com/api-strategy-how-to-create-an-api-marketplace: + addition_method: manual content_hash: 5445a0aa0301bfb8196cfc109ce699100636fccdf9d864060674b8ac5813912c health_score: 100.0 last_checked: 1779130494.990909 @@ -36131,8 +38448,8 @@ https://chakray.com/api-strategy-how-to-create-an-api-marketplace: - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://chakray.com/es/11-pasos-lograr-estrategia-api-management-exitosa: + addition_method: manual content_hash: ca6be385a0abb330bc81045279a88f4f60e303792d1ff82440acd3beca654bc3 health_score: 100.0 last_checked: 1779130494.981833 @@ -36143,8 +38460,8 @@ https://chakray.com/es/11-pasos-lograr-estrategia-api-management-exitosa: - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://chakray.com/es/por-que-api-lifecycle-management-imprescindible-api-organizacion: + addition_method: manual content_hash: 25fbe5b86a94803a22456633d5e95da79434dc602337feb5e12b0acefb8689e4 health_score: 100.0 last_checked: 1779130495.025531 @@ -36155,8 +38472,8 @@ https://chakray.com/es/por-que-api-lifecycle-management-imprescindible-api-organ - 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docs/demos.md year: N/A - addition_method: manual https://chaordic.io/blog/is-nomad-a-better-kubernetes: + addition_method: manual ai_summary: Explores the core performance profiles, security characteristics, and structural ease-of-use cases that might make Nomad a superior choice over Kubernetes for specific application architectures. @@ -36224,8 +38541,8 @@ https://chaordic.io/blog/is-nomad-a-better-kubernetes: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://chaos-mesh.org: + addition_method: manual content_hash: 618120857fbfc5e393b84980bdb6c3a8f23a60ad2536bb1d066af9e99a71a215 description: '' health_score: 100.0 @@ -36241,8 +38558,8 @@ https://chaos-mesh.org: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://chaos-mesh.org/blog/chaos-mesh-1.0-chaos-engineering-on-kubernetes-made-easier: + addition_method: manual content_hash: 8ab276d20b30d5ab666701b815b990dc2a352f3daaaf0fe0bcd54272771ec822 description: '' health_score: 100.0 @@ -36258,8 +38575,8 @@ https://chaos-mesh.org/blog/chaos-mesh-1.0-chaos-engineering-on-kubernetes-made- v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://chaoslever.com/cl-20240118: + addition_method: manual content_hash: cecbceb9e641d4ef6f87a22bd2da38306d57c36c0ae1f099ca4c91fb38b51373 description: '' health_score: 100.0 @@ -36268,8 +38585,8 @@ https://chaoslever.com/cl-20240118: title: Redefining Virtualization in the VMware Acquisition Era v1_locations: [] year: N/A - addition_method: manual https://charbelnemnom.com/az-305-exam-study-guide-azure-solutions-architect: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -36284,8 +38601,8 @@ https://charbelnemnom.com/az-305-exam-study-guide-azure-solutions-architect: v2_locations: - azure.md year: N/A - addition_method: manual https://charbelnemnom.com/move-files-between-azure-file-share-tiers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -36300,8 +38617,8 @@ https://charbelnemnom.com/move-files-between-azure-file-share-tiers: v2_locations: - azure.md year: N/A - addition_method: manual https://charlesleifer.com/blog/nginx-a-caching-thumbnailing-reverse-proxying-image-server-: + addition_method: manual content_hash: 46349069e96364b10237f878500a8af932dd9c4a372ab997cb5e823d99a9586c health_score: 100.0 last_checked: 1779031805.27806 @@ -36313,8 +38630,8 @@ https://charlesleifer.com/blog/nginx-a-caching-thumbnailing-reverse-proxying-ima - docs/caching.md v2_locations: - caching.md - addition_method: manual https://chartcenter.io: + addition_method: manual ai_summary: JFrog's central repository designed to offer security-vetted and rich-metadata indexing for public Helm charts. Although largely integrated into newer Artifactory offerings, it serves as an early reference for enterprise security proxying. @@ -36340,8 +38657,8 @@ https://chartcenter.io: v2_locations: - helm.md year: N/A - addition_method: manual https://charts.helm.sh/incubator: + addition_method: manual content_hash: e464628b109a18243d20de7076f39a68b9c31c9fe39cd1f9081e3c5212f1b1a1 description: '' health_score: 100.0 @@ -36352,8 +38669,8 @@ https://charts.helm.sh/incubator: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://charts.helm.sh/stable: + addition_method: manual content_hash: 8a3d7cfafdc9ca73319a41d1ea19dd3bb374478df43f01dc2f6f6ebe7a83f608 description: '' health_score: 100.0 @@ -36364,8 +38681,8 @@ https://charts.helm.sh/stable: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://chat.openai.com/g/g-6eSNNNvsB-kubernetes-terraformer: + addition_method: manual content_hash: 3ccf42afa321a0727ce2d26d5dc835ebc42ef14d36031a9bcccbd6d08c9d2992 description: '' health_score: 100.0 @@ -36375,8 +38692,8 @@ https://chat.openai.com/g/g-6eSNNNvsB-kubernetes-terraformer: v1_locations: - docs/chatgpt.md year: N/A - addition_method: manual https://chat.openai.com/g/g-TCE8R7bcL-kube-debugger: + addition_method: manual content_hash: 279699b1dcda43d88ceb728e324a3ade57b984d56da97d1a7e0513232592a591 description: '' health_score: 100.0 @@ -36387,8 +38704,12 @@ https://chat.openai.com/g/g-TCE8R7bcL-kube-debugger: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual +https://chatgippety.com: + last_checked: 1780399982.211705 + score: 40 + status: FILTERED https://chatgpt.com/g/g-6eSNNNvsB-kubernetes-terraformer: + addition_method: manual ai_summary: Specialized custom GPT designed to translate raw Kubernetes service architectures into robust, production-ready declarative Terraform configuration files. @@ -36409,8 +38730,8 @@ https://chatgpt.com/g/g-6eSNNNvsB-kubernetes-terraformer: v2_locations: - chatgpt.md year: '2024' - addition_method: manual https://chatgpt.com/g/g-TCE8R7bcL-kube-debugger: + addition_method: manual content_hash: cf4701b11b404924d6eeba0039c875fe2ea498cd6b2fd452ea3372110f9c81d6 health_score: 100.0 last_checked: 1779130494.998169 @@ -36422,8 +38743,8 @@ https://chatgpt.com/g/g-TCE8R7bcL-kube-debugger: - 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cheatsheets.md year: N/A - addition_method: manual https://cheatography.com/mikesac/cheat-sheets/maven: + addition_method: manual content_hash: ab83eefe907132736dfe17062357d0fccdcc6c4ff28c8439545c2f5f93e4db25 health_score: 100.0 last_checked: 1779130494.983823 @@ -36497,8 +38818,8 @@ https://cheatography.com/mikesac/cheat-sheets/maven: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://cheatsheet.dennyzhang.com/cheatsheet-kubernetes-a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -36512,8 +38833,8 @@ https://cheatsheet.dennyzhang.com/cheatsheet-kubernetes-a4: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://cheatsheet.dennyzhang.com/cheatsheet-ssh-a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -36527,8 +38848,8 @@ https://cheatsheet.dennyzhang.com/cheatsheet-ssh-a4: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html: + addition_method: manual content_hash: 8571a08bd84e2682d47a5e0186b32d7f0ddac9928b79c21894b400140df640d0 description: '' health_score: 100.0 @@ -36546,8 +38867,8 @@ https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html: - cheatsheets.md - docker.md year: N/A - addition_method: manual https://cheatsheetseries.owasp.org/index.html: + addition_method: manual content_hash: 02f6177e69794769692f2beb729d006618c3e3822a3f7b17b17e9013e04c6ff0 description: '' health_score: 100.0 @@ -36563,8 +38884,8 @@ https://cheatsheetseries.owasp.org/index.html: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://chrisarcand.com/purposeful-commits: + addition_method: manual ai_summary: 'Curator Insight: Explores the cultural developer hygiene of crafting clear, logical git commits. 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It explores configuring PodMonitors and ServiceMonitors directly within Chart templates to guarantee day-2 observability out of the box. @@ -36712,8 +39033,8 @@ https://christianhuth.de/making-your-helm-chart-observable-for-prometheus: v2_locations: - helm.md year: '2022' - addition_method: manual https://christianmartinezfinancialfox.medium.com/how-to-use-chatgpt-to-improve-your-microsft-excel-skills-41817b6465df: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -36728,9 +39049,9 @@ https://christianmartinezfinancialfox.medium.com/how-to-use-chatgpt-to-improve-y v2_locations: - chatgpt.md year: N/A - addition_method: manual ? https://christianmartinezfinancialfox.medium.com/tableaugpt-the-ultimate-guide-on-how-to-utilize-its-full-potential-445939e3833d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030653.050757 @@ -36743,8 +39064,8 @@ https://christianmartinezfinancialfox.medium.com/how-to-use-chatgpt-to-improve-y v2_locations: - chatgpt.md year: N/A - addition_method: manual https://christopher-lawshe.medium.com/building-infrastructure-with-terraform-ec2-jenkins-s3-and-more-4ec30f53a44a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -36759,8 +39080,8 @@ https://christopher-lawshe.medium.com/building-infrastructure-with-terraform-ec2 v2_locations: - demos.md year: N/A - addition_method: manual https://christophermeiklejohn.com/filibuster/2022/03/19/understanding-faults.html: + addition_method: manual content_hash: 6bc38d9bffee0cddbc83a2e5ecec84ac122db0193fc0c3e2247c46ac3c2212b6 description: '' health_score: 100.0 @@ -36777,8 +39098,8 @@ https://christophermeiklejohn.com/filibuster/2022/03/19/understanding-faults.htm v2_locations: - introduction.md year: N/A - addition_method: manual https://chrome.google.com/webstore/detail/json-viewer/efknglbfhoddmmfabeihlemgekhhnabb: + addition_method: manual content_hash: 4111869a4150c031d07af43bb10caded83eb3f8280cbc4f76154e51f4dc8d167 description: '' health_score: 100.0 @@ -36789,8 +39110,8 @@ https://chrome.google.com/webstore/detail/json-viewer/efknglbfhoddmmfabeihlemgek v1_locations: - docs/ChromeDevTools.md year: N/A - addition_method: manual https://chrome.google.com/webstore/detail/monitor-me-jenkins/jhbokpimjgedmpcmfoghhiokhpihlkgc: + addition_method: manual content_hash: 3d99a9dbc54f776e21060d7efcad59bc54fb57684e071b020bb515eef26cbb87 description: '' health_score: 100.0 @@ -36801,8 +39122,8 @@ https://chrome.google.com/webstore/detail/monitor-me-jenkins/jhbokpimjgedmpcmfog v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://chromeos.dev/en/linux: + addition_method: manual content_hash: 9ca376ccb91087975fe2732418251abe4c7e246439815b13b12de3aad58c4de1 description: '' health_score: 100.0 @@ -36818,8 +39139,8 @@ https://chromeos.dev/en/linux: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://chromewebstore.google.com/detail/empty-title/jhbokpimjgedmpcmfoghhiokhpihlkgc: + addition_method: manual content_hash: f37f4ee63d0a72d91d157007ce4c43ef892c00e480015d299521cae7d35475d2 health_score: 100.0 last_checked: 1779130494.929258 @@ -36831,8 +39152,8 @@ https://chromewebstore.google.com/detail/empty-title/jhbokpimjgedmpcmfoghhiokhpi - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://chromewebstore.google.com/detail/json-viewer/efknglbfhoddmmfabeihlemgekhhnabb: + addition_method: manual content_hash: 5dd6fd5e3efb7b8ae5510f90e3669d5ffa143b3e085205bb8f11f2b48a91fc25 health_score: 100.0 last_checked: 1779130494.969011 @@ -36844,15 +39165,15 @@ https://chromewebstore.google.com/detail/json-viewer/efknglbfhoddmmfabeihlemgekh - docs/ChromeDevTools.md v2_locations: - ChromeDevTools.md - addition_method: manual https://chromewebstore.google.com/detail/yaml-validator/gjgbohnlhijomhfiflapnlnmcpckgigg: + addition_method: manual content_hash: 3d99a9dbc54f776e21060d7efcad59bc54fb57684e071b020bb515eef26cbb87 health_score: 100.0 last_checked: 1779030413.391475 v1_locations: - docs/yaml.md - addition_method: manual https://cicadatesting.github.io/cicada-2: + addition_method: manual content_hash: 3c257fdf8ea749d5061bea96a3716a95507b51cd26db9c2feeee1ec227d2f70d description: '' health_score: 100.0 @@ -36868,8 +39189,8 @@ https://cicadatesting.github.io/cicada-2: v2_locations: - testops.md year: N/A - addition_method: manual https://cidr.xyz: + addition_method: manual content_hash: 4425cfc10e8b02cfaca3628808c87b308d2fb2940d894805ef9d6cfa6c306cc0 description: '' health_score: 100.0 @@ -36885,8 +39206,8 @@ https://cidr.xyz: v2_locations: - networking.md year: N/A - addition_method: manual https://cilium.io: + addition_method: manual ai_summary: An eBPF-powered open-source project that provides high-performance, secure, and observable networking, load balancing, and network security for Kubernetes workloads. Cilium is widely adopted by enterprise platforms due to its scale capabilities @@ -36916,8 +39237,8 @@ https://cilium.io: - kubernetes-security.md - kubernetes-networking.md year: N/A - addition_method: manual https://cilium.io/blog/2021/02/10/network-policy-editor: + addition_method: manual content_hash: 95667181436010afbed1bdbf62c578388accbabd1e6d005ee82f906d4feea34a description: '' health_score: 100.0 @@ -36934,8 +39255,8 @@ https://cilium.io/blog/2021/02/10/network-policy-editor: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://cilium.io/blog/2021/05/11/cni-benchmark: + addition_method: manual content_hash: fea74157a1ddfaa8dc14841427a2edbe5cb2ab18eb5203718cd3e3816fb79b96 description: '' health_score: 100.0 @@ -36951,8 +39272,8 @@ https://cilium.io/blog/2021/05/11/cni-benchmark: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://cilium.io/blog/2021/05/20/cilium-110: + addition_method: manual content_hash: f1f02c6eaf3e03bedefe71496307aea7adf0453837380181281beb40225e8a23 description: '' health_score: 100.0 @@ -36969,8 +39290,8 @@ https://cilium.io/blog/2021/05/20/cilium-110: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://cincodias.elpais.com/cincodias/2022/02/08/fortunas/1644336556_587972.html: + addition_method: manual ai_summary: Analyzes how the global shift to remote work and distributed teams has boosted the supply and demand of high-skilled freelance contractors in technical domains. [SPANISH CONTENT] @@ -36997,8 +39318,8 @@ https://cincodias.elpais.com/cincodias/2022/02/08/fortunas/1644336556_587972.htm v2_locations: - freelancing.md year: N/A - addition_method: manual https://cincodias.elpais.com/cincodias/2022/03/31/companias/1648738965_952353.html: + addition_method: manual content_hash: 12879e9d0de44e1a2bc549b15466811ac25dc78d71864406168fcef02b04bc8e description: '' health_score: 100.0 @@ -37015,8 +39336,8 @@ https://cincodias.elpais.com/cincodias/2022/03/31/companias/1648738965_952353.ht v2_locations: - introduction.md year: N/A - addition_method: manual https://cioperu.pe/articulo/30477/devops-5-formas-de-impulsar-la-utilizacion-de-feature-flags: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -37030,8 +39351,8 @@ https://cioperu.pe/articulo/30477/devops-5-formas-de-impulsar-la-utilizacion-de- v2_locations: - git.md year: N/A - addition_method: manual https://circleci.com: + addition_method: manual content_hash: 43c1f35c642e3996382d2b9bd05e8f6510abc2e9da565bd6d3fafe0ec5f15917 description: '' health_score: 100.0 @@ -37047,8 +39368,8 @@ https://circleci.com: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://circleci.com/blog/adding-approval-jobs-to-your-ci-pipeline: + addition_method: manual content_hash: d6208f4c8bee68479827e82a5119972376a8e7896689b17971a5f4faabf673aa description: '' health_score: 100.0 @@ -37064,8 +39385,8 @@ https://circleci.com/blog/adding-approval-jobs-to-your-ci-pipeline: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://circleci.com/blog/building-cicd-pipelines-using-dynamic-config: + addition_method: manual content_hash: 48522cbed5bfe313ec122106c77e8f6422423febc537ea6dd122507d5f105307 description: '' health_score: 100.0 @@ -37081,8 +39402,8 @@ https://circleci.com/blog/building-cicd-pipelines-using-dynamic-config: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://circleci.com/blog/getting-started-with-kubernetes-how-to-set-up-your-first-cluster: + addition_method: manual content_hash: 2f9579e83f297784ca2b272d38ff107dc661fb2f209e16e48eb6b0efb01efa7b description: '' health_score: 100.0 @@ -37098,8 +39419,8 @@ https://circleci.com/blog/getting-started-with-kubernetes-how-to-set-up-your-fir v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://circleci.com/blog/learn-iac-part02: + addition_method: manual content_hash: 34d91e34d37554b9e8a954fa4e75e57b129748fb1e5737f8c8b10089b1c05624 description: '' health_score: 100.0 @@ -37111,8 +39432,8 @@ https://circleci.com/blog/learn-iac-part02: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://circleci.com/blog/learn-iac-part1: + addition_method: manual content_hash: d2f0ba9c366622a597cee1467bdb2fcc6e3f2770b6271188ffcf835905cd88ce description: '' health_score: 100.0 @@ -37129,8 +39450,8 @@ https://circleci.com/blog/learn-iac-part1: v2_locations: - terraform.md year: N/A - addition_method: manual https://circleci.com/blog/learn-iac-part3: + addition_method: manual content_hash: bf3cea43b8603f9944f74f4e07212c7103b24298aeb18ab642835d286f388efc description: '' health_score: 100.0 @@ -37142,8 +39463,8 @@ https://circleci.com/blog/learn-iac-part3: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://circleci.com/blog/parameters-in-pipeline-config: + addition_method: manual content_hash: 053e62b925c7d3841f51e76cb78f9a78d8f69521aa6e096fcbd4935427e4f4dc description: '' health_score: 100.0 @@ -37159,8 +39480,8 @@ https://circleci.com/blog/parameters-in-pipeline-config: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://circleci.com/blog/relational-db-testing: + addition_method: manual content_hash: 9d30fea813e61e6acb63368309dec6d24c989127f7fd0089ca996f5b99092295 description: '' health_score: 100.0 @@ -37176,8 +39497,8 @@ https://circleci.com/blog/relational-db-testing: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://circleci.com/blog/top-5-ci-cd-best-practices: + addition_method: manual ai_summary: 'Curator Insight: Outlines optimal pipeline management techniques centered around speed and reliability metrics. Live Grounding: Emphasizes keeping builds fast, security container scanning, and utilizing caching effectively. Practical @@ -37205,8 +39526,8 @@ https://circleci.com/blog/top-5-ci-cd-best-practices: v2_locations: - cicd.md year: N/A - addition_method: manual https://circleci.com/blog/unit-testing-vs-integration-testing: + addition_method: manual content_hash: 9d69e198017b04d83c122318767dfaa07339c54fe0b5537469499c167aa2a94d description: '' health_score: 100.0 @@ -37222,8 +39543,8 @@ https://circleci.com/blog/unit-testing-vs-integration-testing: v2_locations: - qa.md year: N/A - addition_method: manual https://clarusway.com/top-21-devops-tools: + addition_method: manual ai_summary: Comprehensive market snapshot from 2021 enumerating critical DevOps technologies. While highly localized to historical toolchains, it provides a comparative baseline of industry migration patterns from monolithic pipelines to modern orchestrators. @@ -37250,8 +39571,8 @@ https://clarusway.com/top-21-devops-tools: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://claude101.com: + addition_method: manual ai_summary: Comprehensive guides to mastering Anthropic's Claude. Focuses on system instructions, complex XML markup injection, custom tool calls, and API configuration profiles for multi-agent workflows. @@ -37283,8 +39604,8 @@ https://claude101.com: - developerportals.md - chatgpt.md year: N/A - addition_method: manual https://clavinjune.dev/en/blogs/working-with-remote-docker-using-docker-context: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -37298,8 +39619,8 @@ https://clavinjune.dev/en/blogs/working-with-remote-docker-using-docker-context: v2_locations: - docker.md year: N/A - addition_method: manual https://cleancloud-k8s.com/2022/01/19/handling-multiline-logging-with-loki-and-fluent-bit-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -37314,8 +39635,8 @@ https://cleancloud-k8s.com/2022/01/19/handling-multiline-logging-with-loki-and-f v2_locations: - grafana.md year: N/A - addition_method: manual https://cli.github.com: + addition_method: manual ai_summary: GitHub's official command-line interface (gh) brings pull requests, issues, releases, and actions directly to the terminal. It serves as an essential utility for developers and platform engineers to automate repository operations, @@ -37345,8 +39666,8 @@ https://cli.github.com: v2_locations: - git.md year: N/A - addition_method: manual https://click.palletsprojects.com: + addition_method: manual content_hash: a3a7956f6cbeebd3430bda1dc775475abef06df992f9c485324f37efb2355caf description: '' health_score: 100.0 @@ -37357,8 +39678,8 @@ https://click.palletsprojects.com: v1_locations: - docs/python.md year: N/A - addition_method: manual https://click.palletsprojects.com/en/stable: + addition_method: manual content_hash: e94f4e8e8758360b6743491b20bbc12e05340bec70ebd3300eb54b989940b4fb health_score: 100.0 last_checked: 1779130494.981057 @@ -37369,8 +39690,8 @@ https://click.palletsprojects.com/en/stable: - docs/python.md v2_locations: - python.md - addition_method: manual https://clickhouse.com: + addition_method: manual content_hash: 60e11c4ed292895a232da7da9e29613294c6a2c429da960e252705ce43d27747 description: '' health_score: 100.0 @@ -37386,8 +39707,8 @@ https://clickhouse.com: v2_locations: - databases.md year: N/A - addition_method: manual https://cloud-and-devops.hashnode.dev/git-007-learn-advanced-git-topics-like-a-pro: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -37402,8 +39723,8 @@ https://cloud-and-devops.hashnode.dev/git-007-learn-advanced-git-topics-like-a-p v2_locations: - git.md year: N/A - addition_method: manual https://cloud-melon.com/2019/12/26/under-the-hood-of-kubernetes-and-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -37417,8 +39738,8 @@ https://cloud-melon.com/2019/12/26/under-the-hood-of-kubernetes-and-microservice v2_locations: - introduction.md year: N/A - addition_method: manual https://cloud-viadee.medium.com/gitops-for-it-architects-6312e7822819: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -37433,8 +39754,8 @@ https://cloud-viadee.medium.com/gitops-for-it-architects-6312e7822819: v2_locations: - flux.md year: N/A - addition_method: manual https://cloud.google.com: + addition_method: manual content_hash: e6a9b8d71cf67d8617b3fdd28c742b1b9f72f2f4b471930116d027760a393b09 description: '' health_score: 100.0 @@ -37450,8 +39771,8 @@ https://cloud.google.com: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/anthos: + addition_method: manual content_hash: adfa87302bf9829128390578b39b95c8228298e81fb42888b3d39fead84058b6 description: '' health_score: 100.0 @@ -37462,8 +39783,8 @@ https://cloud.google.com/anthos: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/anthos/config-management: + addition_method: manual content_hash: fcc08473aca3f4b3fe70682d5e0fff8199e030234af3625bf4b6bbbac805b2ac description: '' health_score: 100.0 @@ -37474,8 +39795,8 @@ https://cloud.google.com/anthos/config-management: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://cloud.google.com/apigee: + addition_method: manual content_hash: ac9f47045fb056f293aa9f76d29eb7fe8466950da5c5d254bcb559b099edaa00 description: '' health_score: 100.0 @@ -37491,8 +39812,8 @@ https://cloud.google.com/apigee: v2_locations: - developerportals.md year: N/A - addition_method: manual https://cloud.google.com/appsheet: + addition_method: manual content_hash: d8866b4291368aedd1f10c3c5d273ebcbaaba6a4f7ea0712a85c9261ac8bdf32 description: '' health_score: 100.0 @@ -37503,8 +39824,8 @@ https://cloud.google.com/appsheet: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/architecture/creating-cicd-pipeline-vsts-compute-engine: + addition_method: manual content_hash: 1b3ddfc45f20060eb31a723da7e99953d21db74272de65a350c744d4f34eadd4 description: '' health_score: 100.0 @@ -37516,8 +39837,8 @@ https://cloud.google.com/architecture/creating-cicd-pipeline-vsts-compute-engine v1_locations: - docs/azure.md year: N/A - addition_method: manual https://cloud.google.com/architecture/owasp-top-ten-mitigation: + addition_method: manual content_hash: b844f6610515322361bf5bdf0bdb1696c29d93edf3a3f96c65f925fe0d027d9d description: '' health_score: 100.0 @@ -37528,9 +39849,9 @@ https://cloud.google.com/architecture/owasp-top-ten-mitigation: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual ? https://cloud.google.com/architecture/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem -: content_hash: 85a29bd7f17d232ecb81d29855f2b229464de646d2e7cce92aea6cdd4691837b +: addition_method: manual + content_hash: 85a29bd7f17d232ecb81d29855f2b229464de646d2e7cce92aea6cdd4691837b health_score: 64.0 last_checked: 1779130494.961479 review_metadata: @@ -37541,8 +39862,8 @@ https://cloud.google.com/architecture/owasp-top-ten-mitigation: status: review_required v1_locations: - docs/GoogleCloudPlatform.md - addition_method: manual https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini: + addition_method: manual ai_summary: 'Curator Insight: Announcement of Google Cloud''s Managed MCP platform for enterprise Gemini integrations. @@ -37572,8 +39893,222 @@ https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed- v2_locations: - ai-agents-mcp.md year: N/A - addition_method: manual +? https://cloud.google.com/blog/products/ai-machine-learning/google-named-a-leader-in-the-gartner-magic-quadrant&linkId=61975377 +: addition_method: automatic + ai_summary: This mid-cycle update of the Gartner Magic Quadrant designates Google + as a Leader in AI Application Development Platforms, highlighting the integration + of Gemini Enterprise and the Vertex AI Agent Platform. Key architectural highlights + include out-of-the-box support for the open-standard Model Context Protocol (MCP) + via 50+ managed servers and advanced agent simulation pipelines. The platform + excels in critical capabilities, specifically agent execution trajectory evaluations, + enabling rigorous governance and lifecycle management for enterprise AI agent + systems. + category: uncategorized + complexity: intermediate + content_hash: c2ff7242306a510ebf75add1de297442b38c670f43e7297cff0956babe80b228 + description: Google Cloud recognized as a Leader in the inaugural Gartner Magic + Quadrant for AI Application Development Platforms, with a mid-cycle update highlighting + Vertex AI, Gemini Enterprise, and Model Context Protocol (MCP) integrations. + hierarchy: + - Cloud Platforms + - Google Cloud Platform + - Vertex AI and AI Application Development + is_microservice: false + language: en + last_checked: 1780352561.468358 + reputation_status: Vetted + reputation_summary: Official announcement from Google Cloud Blog. Heavily vetted + and authoritative industry report coverage. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/01_-_AI__Machine_Learning_H1ZyZG8.max-2600x2600.jpg + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: Google Named a Leader in the Gartner Magic Quadrant for AI Application Development + Platforms + year: '2026' +https://cloud.google.com/blog/products/ai-machine-learning/innovations-from-google-io-26-on-google-cloud&linkId=61951707: + addition_method: automatic + ai_summary: '* **Curator Insight:** Google is heavily prioritizing the ''Agentic + Enterprise'' paradigm, evolving its cloud architecture from interactive assistants + into resilient, multi-agent autonomous systems. + + * **Live Grounding (MCP):** Core infrastructure enhancements introduced at Google + I/O 2026 highlight the launch of Gemini 3.5 Flash, the Gemini Omni multimodal + engine, and Google Antigravity—a specialized local CLI and desktop agentic orchestrator + designed to streamline secure, enterprise-grade workload automations.' + category: uncategorized + complexity: Intermediate + content_hash: a51587d991eb4082d7938763c295e2db9443741fc8c6836aa63d613933d0495e + description: Google Cloud announcements at Google I/O 26 focusing on the Agentic + Enterprise with Gemini 3.5, Google Antigravity, and workspace integrations. + hierarchy: + - Google Cloud Platform + - AI and Machine Learning + - Agentic Enterprise + - Model Management + is_microservice: false + language: en + last_checked: 1780352138.62195 + reputation_status: Vetted + reputation_summary: Highly vetted official Google Cloud release with substantial + enterprise and developer interest. + resource_type: blog + social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/1148-GC-IO-Header-GC-43-0519.max-2500x2500.jpg + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: googlecloud-ai + tags: + - EMERGING + title: Innovations from Google I/O 26 on Google Cloud + year: '2026' +https://cloud.google.com/blog/products/ai-machine-learning/nano-banana-2-and-nano-banana-pro-are-generally-available: + addition_method: automatic + ai_summary: 'Curator Insight: This release marks a significant milestone in generative + media infrastructure, transitioning Google''s highly popular image-generation + models from experimental codenames into enterprise-grade APIs. Live Grounding + (MCP): Integration audits show that both Nano Banana 2 (Gemini 3.1 Flash Image) + and Nano Banana Pro (Gemini 3 Pro Image) deliver state-of-the-art visual reasoning, + strict character consistency, multi-image fusion, and Google Search grounding + directly within the Gemini API.' + category: uncategorized + complexity: Advanced + content_hash: d31ec0b17bfbc143d1d32de1d8cffe27b76194319d6be75abb425c1a5147108a + description: Google announces the general availability of Nano Banana 2 and Nano + Banana Pro image generation and editing models on the Gemini Enterprise Agent + Platform. + hierarchy: &id001 + - Cloud Providers + - Google Cloud Platform + - Generative Media Services + is_microservice: false + language: English + last_checked: 1780352705.314562 + reputation_status: Vetted + reputation_summary: Vetted across enterprise cloud forums as Google's premier image + generation and editing API offering for corporate creative workflows. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/nano_banana.max-2500x2500.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: &id002 + - ENTERPRISE-STABLE + - DE FACTO STANDARD + title: Nano Banana 2 and Nano Banana Pro available for everyone | Google Cloud Blog + year: '2026' +? https://cloud.google.com/blog/products/ai-machine-learning/nano-banana-2-and-nano-banana-pro-are-generally-available&linkId=62082425 +: addition_method: automatic + ai_summary: 'Curator Insight: This release marks a significant milestone in generative + media infrastructure, transitioning Google''s highly popular image-generation + models from experimental codenames into enterprise-grade APIs. Live Grounding + (MCP): Integration audits show that both Nano Banana 2 (Gemini 3.1 Flash Image) + and Nano Banana Pro (Gemini 3 Pro Image) deliver state-of-the-art visual reasoning, + strict character consistency, multi-image fusion, and Google Search grounding + directly within the Gemini API.' + category: uncategorized + complexity: Advanced + content_hash: fa6db7c9d9dca04df807652aab914b93ba2d12da78f638744c246472290a3af7 + description: Google announces the general availability of Nano Banana 2 and Nano + Banana Pro image generation and editing models on the Gemini Enterprise Agent + Platform. + hierarchy: *id001 + is_microservice: false + language: English + last_checked: 1780352705.314647 + reputation_status: Vetted + reputation_summary: Vetted across enterprise cloud forums as Google's premier image + generation and editing API offering for corporate creative workflows. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/nano_banana.max-2500x2500.jpg + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: '' + tags: *id002 + title: Nano Banana 2 and Nano Banana Pro available for everyone | Google Cloud Blog + year: '2026' +https://cloud.google.com/blog/products/ai-machine-learning/whats-new-in-gemini-enterprise&linkId=61975527: + addition_method: automatic + ai_summary: Google Cloud announces the evolution of Gemini Enterprise into a cohesive, + collaborative, autonomous agent platform designed for multi-agent enterprise workloads. + Key architectural enhancements include the Gemini Enterprise Agent Platform, providing + granular Agent Identity (minimum privilege enforcement), an Agent Registry catalog, + and the Agent Gateway for end-to-end monitoring. Additionally, support for the + Agent-to-UI (A2UI) protocol enables agents to dynamically render custom, secure + UI components inside business applications. + category: uncategorized + complexity: advanced + content_hash: dd4ff0532b8065b83d4211ac219ac58a0da78574ab96a8047b5997b1a1648f99 + description: Google Cloud announces the expansion of Gemini Enterprise, introducing + the Gemini Enterprise app, the Gemini Enterprise Agent Platform, interactive Canvas + editors, and Agent-to-UI (A2UI) protocol support. + hierarchy: + - Cloud Platforms + - Google Cloud Platform + - Gemini Enterprise and Autonomous Agents + is_microservice: false + language: en + last_checked: 1780352561.468535 + reputation_status: Vetted + reputation_summary: Official launch post from Google Cloud, detailing enterprise-grade + updates for Gemini. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/gemini_enterprise_app_Q0nAHYn.max-2500x2500.jpg + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: What's new in Gemini Enterprise + year: '2026' +https://cloud.google.com/blog/products/ai-machine-learning/whats-new-in-gemini-enterprise&linkId=62119638: + addition_method: automatic + ai_summary: 'An enterprise product breakdown showcasing Google Cloud''s shift from + interactive chatbots to autonomous, long-running agent task forces. + + - Introduces the Gemini Enterprise Agent Platform, which evolves Vertex AI features + into a low-code Agent Studio and a developer-centric Agent Development Kit (ADK). + + - Features central command centers like Inbox to track agent lifecycles, and Canvas, + an interactive spatial editor for collaborative documentation and model-driven + data transformations.' + category: uncategorized + complexity: Intermediate + content_hash: 9aa4017ececf4fc9e819538127bdfd51af0a08a3ac762d76e8cf6e5f1782ff3c + description: Google Cloud Next '26 announcement expanding Gemini Enterprise into + an end-to-end framework for long-running autonomous AI agents. + hierarchy: + - Cloud Architecture + - Google Cloud Platform + - AI Platforms + - Agentic Enterprise Architecture + is_microservice: false + language: en + last_checked: 1780352838.801266 + reputation_status: Vetted + reputation_summary: Official Google Cloud platform announcement. Authoritative, + highly maintained corporate product release detailing the expansion of their agentic + cloud platform. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/gemini_enterprise_app_Q0nAHYn.max-2500x2500.jpg + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: ai-platforms + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: What's New in Gemini Enterprise — Agent Platform and Workspace Integrations + year: '2026' https://cloud.google.com/blog/products/api-management/google-cloud-announces-apigee-integration: + addition_method: manual content_hash: 01739e938aa64a20f73179373be11724186723a385bc3e52ac0f5aa8474baf8e description: '' health_score: 100.0 @@ -37590,8 +40125,8 @@ https://cloud.google.com/blog/products/api-management/google-cloud-announces-api v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/application-development/access-an-orgs-custom-code-repo-from-cloud-code-ides: + addition_method: manual content_hash: 16d866b19b41a5a50a519f3437542e5e98823f6c269242dc9b0273c070beaee7 description: '' health_score: 100.0 @@ -37608,8 +40143,8 @@ https://cloud.google.com/blog/products/application-development/access-an-orgs-cu v2_locations: - demos.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/application-development/google-cloud-cli-declarative-export-preview: + addition_method: manual content_hash: 264abc7fdb747ba915a5e33ce4d896fffa53a5ba1c3deea2c0b1962122191090 description: '' health_score: 100.0 @@ -37626,8 +40161,8 @@ https://cloud.google.com/blog/products/application-development/google-cloud-cli- v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/application-development/introducing-cloud-shell-editor: + addition_method: manual content_hash: 6e44b0b6217d3f6bda6536ec6a6b4c0ab49ac30ccac5be0a54555e0a94380efa description: '' health_score: 100.0 @@ -37643,8 +40178,8 @@ https://cloud.google.com/blog/products/application-development/introducing-cloud v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/application-development/kubernetes-development-simplified-skaffold-is-now-ga: + addition_method: manual content_hash: 511aa6d2209ff34637d7851bcf8d6738064791808986e6ab4baf0549c242ce6c description: '' health_score: 100.0 @@ -37655,8 +40190,8 @@ https://cloud.google.com/blog/products/application-development/kubernetes-develo v1_locations: - docs/scaffolding.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/compute/guide-to-cost-optimization-through-automated-vm-management: + addition_method: manual content_hash: 22a7e1614b9b036315b9423370b138f5e7247bedfb2d9184be923280a4e39283 description: '' health_score: 100.0 @@ -37672,8 +40207,8 @@ https://cloud.google.com/blog/products/compute/guide-to-cost-optimization-throug v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/containers-kubernetes: + addition_method: manual content_hash: 540691550bffcf41c1a19a2dd4196f138fb567cdad742477f9f0e9e8afab007f health_score: 100.0 last_checked: 1779130494.93859 @@ -37685,9 +40220,9 @@ https://cloud.google.com/blog/products/containers-kubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual ? https://cloud.google.com/blog/products/containers-kubernetes/5-ways-google-cloud-is-making-gke-the-best-place-to-run-kubernetes -: ai_summary: Reflects on GKE's history and core features. Explains earlier architectural +: addition_method: manual + ai_summary: Reflects on GKE's history and core features. Explains earlier architectural trends, the introduction of multi-cluster designs, and foundations that shaped Google's managed Kubernetes solutions. complexity: Beginner @@ -37707,8 +40242,8 @@ https://cloud.google.com/blog/products/containers-kubernetes: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2020' - addition_method: manual https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pods-for-gke-autopilot: + addition_method: manual ai_summary: Announces and reviews the engineering mechanics of GKE Autopilot Spot Pods. Analyzes how fault-tolerant workloads can utilize dynamic pricing discounts of up to 60-80% using automated Spot scheduling policies. @@ -37736,8 +40271,8 @@ https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pod v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/containers-kubernetes/gke-cost-optimization-insights-now-ga: + addition_method: manual ai_summary: Discusses the general availability of GKE's built-in cost optimization dashboards, highlighting over-provisioned namespaces and idle node resources. Analyzes methods to proactively scale down allocations using automated telemetry @@ -37766,8 +40301,8 @@ https://cloud.google.com/blog/products/containers-kubernetes/gke-cost-optimizati v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/containers-kubernetes/google-cloud-anthos-multicloud-api-and-gke-on-azure-ga: + addition_method: manual content_hash: 6db838ab78c776da7f7f2eb38cadd4e3792e1e6a36f6b60818a5e46453333eea description: '' health_score: 100.0 @@ -37784,8 +40319,8 @@ https://cloud.google.com/blog/products/containers-kubernetes/google-cloud-anthos v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-autopilot: + addition_method: manual ai_summary: Announces the launch of GKE Autopilot. Discusses its billing models based on active pod specifications and automated node scaling, shifting infrastructure control tasks directly to Google SREs. @@ -37812,8 +40347,8 @@ https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-aut v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-multi-cluster-services: + addition_method: manual ai_summary: Introduces GKE Multi-Cluster Services (MCS). Focuses on cross-cluster discovery models that let disparate GKE instances interact securely without needing complex overlay networks or manual endpoint syncing. @@ -37841,8 +40376,8 @@ https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-mul v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-control-plane-metrics-are-generally-available: + addition_method: manual ai_summary: Details GKE control plane performance exposure via Prometheus-compatible endpoints. Covers observability practices for API server request latency, etcd queue duration, and controller manager performance. @@ -37869,8 +40404,8 @@ https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-control- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/containers-kubernetes/multi-cluster-kubernetes-with-gke-at-geotab: + addition_method: manual ai_summary: Enterprise architectural case study outlining a multi-cluster GKE topology. Explores ingress-routing, fleet management policies, and configuration synchronization patterns for global-scale telemetry networks. @@ -37898,8 +40433,8 @@ https://cloud.google.com/blog/products/containers-kubernetes/multi-cluster-kuber v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/containers-kubernetes/the-rise-and-future-of-kubernetes-and-open-source-at-google: + addition_method: manual content_hash: d426c0f05035363a9515273d2a68c6cff5bf5c953a6868e7768f541614b41d97 description: '' health_score: 100.0 @@ -37916,8 +40451,8 @@ https://cloud.google.com/blog/products/containers-kubernetes/the-rise-and-future v2_locations: - kubernetes.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/data-analytics/create-templates-from-any-dataflow-pipeline: + addition_method: manual ai_summary: A technical look at creating and managing GCP Dataflow templates. Details packaging patterns that permit modular, parameter-driven run execution of streaming data pipelines across multi-tenant infrastructures. @@ -37938,8 +40473,8 @@ https://cloud.google.com/blog/products/data-analytics/create-templates-from-any- v2_locations: - message-queue.md year: '2021' - addition_method: manual https://cloud.google.com/blog/products/databases/to-run-or-not-to-run-a-database-on-kubernetes-what-to-consider: + addition_method: manual content_hash: 293bb9e30046d444196ef31b6e5078cf8bc68b67666ae4063b4f3ef6560e145a description: '' health_score: 100.0 @@ -37956,8 +40491,8 @@ https://cloud.google.com/blog/products/databases/to-run-or-not-to-run-a-database v2_locations: - databases.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/devops-sre: + addition_method: manual ai_summary: An official Google Cloud guide highlighting operational synergies and clear organizational distinctions between SRE and DevOps execution models. complexity: Intermediate @@ -37977,8 +40512,8 @@ https://cloud.google.com/blog/products/devops-sre: v2_locations: - sre.md year: '2024' - addition_method: manual https://cloud.google.com/blog/products/devops-sre/announcing-dora-2021-accelerate-state-of-devops-report: + addition_method: manual content_hash: b5a55c2b81c5237e364deac3ccfbd8fa68a4acfab1c6c6e6e3b6242527688a82 description: '' health_score: 100.0 @@ -37995,8 +40530,8 @@ https://cloud.google.com/blog/products/devops-sre/announcing-dora-2021-accelerat - devops.md - index.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/devops-sre/easy-managed-prometheus-metrics-service-for-kubernetes: + addition_method: manual content_hash: 5e2e2963c4294b32790025abbd122d9941b0102dab1e9f4f2c8093f027978d50 description: '' health_score: 100.0 @@ -38013,8 +40548,8 @@ https://cloud.google.com/blog/products/devops-sre/easy-managed-prometheus-metric v2_locations: - prometheus.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-automates-deploys-to-gke: + addition_method: manual content_hash: 031c0181250c45e97ae1e6a59e8dc6af1d90334f9b13c8f759825ec38a6b3326 description: '' health_score: 100.0 @@ -38031,8 +40566,8 @@ https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-automates- v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-now-ga: + addition_method: manual content_hash: b7cd4a4f0397c7faaad7c50a227b30192a99941b6d0c6cc3e11e6fc52a7ba6f2 description: '' health_score: 100.0 @@ -38049,8 +40584,8 @@ https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-now-ga: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/devops-sre/sre-at-google-our-complete-list-of-cre-life-lessons: + addition_method: manual ai_summary: An essential collection of enterprise insights gathered by Google Customer Reliability Engineers (CRE). Translates massive Google-scale SRE rules into practical roadmaps for external architectures. @@ -38077,8 +40612,8 @@ https://cloud.google.com/blog/products/devops-sre/sre-at-google-our-complete-lis v2_locations: - sre.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/gcp/5-google-cloud-product-cheat-sheets-2021: + addition_method: manual content_hash: eb7f5e4d7c996116a962635e4cf8ad88a1f6fab40e45dab5a074cbf5401beb21 description: '' health_score: 100.0 @@ -38095,8 +40630,8 @@ https://cloud.google.com/blog/products/gcp/5-google-cloud-product-cheat-sheets-2 v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/gcp/sre-vs-devops-competing-standards-or-close-friends: + addition_method: manual content_hash: 14034c4e627b26362a22dc64bff02c23c4b32a949f6154256e9171bfe2517b7f description: '' health_score: 100.0 @@ -38107,8 +40642,8 @@ https://cloud.google.com/blog/products/gcp/sre-vs-devops-competing-standards-or- v1_locations: - docs/sre.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/identity-security/announcing-general-availability-of-google-cloud-ids: + addition_method: manual content_hash: 1ed8fe8591c6a39de4f6246a21df4c38d22f96d38254eae2117f67a977795567 description: '' health_score: 100.0 @@ -38125,8 +40660,8 @@ https://cloud.google.com/blog/products/identity-security/announcing-general-avai v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/identity-security/enabling-keyless-authentication-from-github-actions: + addition_method: manual content_hash: 0105af3bc0311276c38af9e754dbe6511fe3298af88387d789a6109a0e4e727b description: '' health_score: 100.0 @@ -38142,9 +40677,9 @@ https://cloud.google.com/blog/products/identity-security/enabling-keyless-authen v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual ? https://cloud.google.com/blog/products/identity-security/how-to-authenticate-service-accounts-to-help-keep-applications-secure -: content_hash: f8072889682829cadb298501a1eba0ce4090efc6e5e7e6af41bdf3ad9e9c5e62 +: addition_method: manual + content_hash: f8072889682829cadb298501a1eba0ce4090efc6e5e7e6af41bdf3ad9e9c5e62 description: '' health_score: 100.0 last_checked: 1779031738.945222 @@ -38160,8 +40695,119 @@ https://cloud.google.com/blog/products/identity-security/enabling-keyless-authen v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual +https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62061638: + addition_method: automatic + ai_summary: Google introduces Google AI Threat Defense, an always-on autonomous + security platform that combines the reasoning of Gemini models, the cloud posture + mapping of Wiz, and the automated code remediation of CodeMender. Designed to + counter AI-assisted adversary velocity, the platform acts across a four-stage + framework—Prepare, Scan and Prioritize, Remediate, and Monitor—allowing enterprises + to automatically map attack paths, prioritize vulnerabilities based on reachability + and real-world exploitability, and deploy verified code patches at machine speed. + category: devsecops + complexity: Advanced + content_hash: 6ecbc04d86be2f9b380f95a421ccf5cce30b797c1a516482fcd216e8eba79cd9 + description: Google Cloud launches AI Threat Defense, integrating Gemini models, + Wiz, and Mandiant to automate vulnerability patching. + hierarchy: + - Security + - Cloud Security + - Autonomous Remediation + is_microservice: false + language: en + last_checked: 1780352720.351925 + reputation_status: Vetted + reputation_summary: Official flagship security launch from Google Cloud, Mandiant, + and Wiz. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + - ENTERPRISE-STABLE + title: Introducing Google AI Threat Defense to help you outpace the adversary + year: '2026' +https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62065386: + addition_method: automatic + ai_summary: 'An executive and architectural announcement of Google''s AI Threat + Defense platform built for machine-speed incident response. + + * Integrates Google''s proprietary threat telemetry with the Wiz Security Graph + and Gemini-driven reasoning loops. + + * Automates risk detection and triage across massive cloud data lakes, converting + multi-source alerts into contextual, actionable remediation playbooks.' + category: uncategorized + complexity: advanced + content_hash: e7d3ce704c07eaa89d010bb0ba154295a1276d1b30bc5798cf193e31143f2c02 + description: Google Cloud introduces AI Threat Defense, a comprehensive, always-on + security platform fusing Gemini's reasoning with Wiz's contextual risk prioritization. + hierarchy: + - Cloud Infrastructure + - Google Cloud Platform + - Security and Identity + - AI-Powered Defense + is_microservice: false + language: en + last_checked: 1780352686.744605 + reputation_status: Vetted + reputation_summary: A highly anticipated security framework launch fusing Google's + cloud native security elements with Wiz's advanced risk profiling ecosystem. + resource_type: article + social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: cloud-security + tags: + - ENTERPRISE-STABLE + - EMERGING + title: Introducing Google AI Threat Defense to help you outpace the adversary + year: '2026' +https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62065785: + addition_method: automatic + ai_summary: '* **Curator Insight**: This platform represents a shift from passive + vulnerability scanning to active, autonomous code remediation. By combining Wiz + reachability analysis with the reasoning power of Gemini and CodeMender, Google + is closing the exploit loop entirely within active development pipelines. + + * **Live Grounding**: Released in late May 2026, the service leverages multi-model + passes to map live multicloud attack surfaces, predict breach paths, and apply + verified hotfixes to code directly inside IDE/CLI workflows.' + category: uncategorized + complexity: Advanced + content_hash: 34a68560c34846d0eed2845060cc71ac77a3c191716f3db34452d3f5409d0638 + description: An autonomous, always-on AI security platform by Google Cloud designed + to combat machine-speed exploits through active risk prioritization and self-healing + code remediation. + hierarchy: + - Security + - Google Cloud Platform + - Autonomous Defense + - AI Remediation + is_microservice: false + language: en + last_checked: 1780352730.207455 + reputation_status: Vetted + reputation_summary: Highly anticipated autonomous enterprise cybersecurity launch, + praised by global advisory and systems integration partners (Deloitte, PwC, Accenture) + as a significant step forward in machine-speed system patching and threat detection. + resource_type: blog + social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: cloud-security + tags: + - EMERGING + - ENTERPRISE-STABLE + title: Introducing Google AI Threat Defense to help you outpace the adversary + year: '2026' https://cloud.google.com/blog/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing: + addition_method: manual ai_summary: Outlines advanced load balancing features on Google Cloud external application proxies. Shows how request mirroring, canary weighted splits, and URL manipulations integrate with backend GKE Ingress controllers. @@ -38182,8 +40828,8 @@ https://cloud.google.com/blog/products/networking/how-to-use-new-traffic-control v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://cloud.google.com/blog/products/networking/private-service-connect-is-now-generally-available: + addition_method: manual content_hash: 7ffdeb1a43d28926444b4577286b37e248b0f046ac85355b9e034b992bb028da description: '' health_score: 100.0 @@ -38200,8 +40846,8 @@ https://cloud.google.com/blog/products/networking/private-service-connect-is-now v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/networking/traffic-director-supports-proxyless-grpc: + addition_method: manual content_hash: a6a3ecc5c49e84f297701b5832a8d8c39b25c8da168ff05aa13c14018ec16055 health_score: 100.0 last_checked: 1779130494.936327 @@ -38213,8 +40859,8 @@ https://cloud.google.com/blog/products/networking/traffic-director-supports-prox - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://cloud.google.com/blog/products/operations/better-access-to-observability-data-for-virtual-machines: + addition_method: manual content_hash: e13417d82d6d445ee2877ba05f9b8d262756372e10b5d891b6f570953780e37e description: '' health_score: 100.0 @@ -38231,8 +40877,8 @@ https://cloud.google.com/blog/products/operations/better-access-to-observability v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/operations/introducing-google-cloud-managed-service-for-prometheus: + addition_method: manual content_hash: 38423ec901bfc180119685094aeee720d888515a234af53ccf61ce7c2017bc6b description: '' health_score: 100.0 @@ -38248,8 +40894,8 @@ https://cloud.google.com/blog/products/operations/introducing-google-cloud-manag v2_locations: - prometheus.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/operations/troubleshooting-services-on-google-kubernetes-engine: + addition_method: manual content_hash: 9801008a5b6e951f44b0e39395856319d1869c644fc024d06d1e3b65f3e30c5e description: '' health_score: 100.0 @@ -38266,8 +40912,8 @@ https://cloud.google.com/blog/products/operations/troubleshooting-services-on-go v2_locations: - demos.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/operations/use-ansible-to-deploy-the-google-cloud-ops-agent: + addition_method: manual content_hash: 3e2d98f01c61dc122bb17d20588faa0d5a19231ed34674da76ce2cce4780bc1e description: '' health_score: 100.0 @@ -38283,8 +40929,8 @@ https://cloud.google.com/blog/products/operations/use-ansible-to-deploy-the-goog v2_locations: - ansible.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/serverless/learn-how-to-use-advanced-vpc-functionality-with-your-cloud-functions: + addition_method: manual content_hash: 9b10cefadcfc28f657fc0ec6f9b59a7babaab55f8ac2c46c25117e2df34757d5 description: '' health_score: 100.0 @@ -38300,8 +40946,8 @@ https://cloud.google.com/blog/products/serverless/learn-how-to-use-advanced-vpc- v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/serverless/the-next-big-evolution-in-cloud-computing: + addition_method: manual content_hash: 2966021ae4b69a1b17d7cc5beed4202de051f1a252eb97ec6aed02aa6ecf5082 description: '' health_score: 100.0 @@ -38317,8 +40963,8 @@ https://cloud.google.com/blog/products/serverless/the-next-big-evolution-in-clou v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke: + addition_method: manual ai_summary: Deep dive into the native GKE Backup service, designed for stateful application restoration and cluster disaster recovery. Discusses how to safeguard configuration metadata and persistent volume states natively through GCP APIs. @@ -38348,8 +40994,8 @@ https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launch - managed-kubernetes-in-public-cloud.md - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/anthos/windows-server-support-comes-to-anthos-on-prem: + addition_method: manual content_hash: 309abc9bd02a50c482f6c5f413e8fcac3961e42dee4492b0e0f37d8e32481960 description: '' health_score: 100.0 @@ -38365,8 +41011,8 @@ https://cloud.google.com/blog/topics/anthos/windows-server-support-comes-to-anth v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/cloud-first/key-metrics-to-measure-impact-of-cloud-finops: + addition_method: manual content_hash: e47e108364121c91e8ed2ebb3f8c5c10e17a94ab7cec1c54170aa6acc0dceb7f description: '' health_score: 100.0 @@ -38383,8 +41029,8 @@ https://cloud.google.com/blog/topics/cloud-first/key-metrics-to-measure-impact-o v2_locations: - finops.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/cloud-dns-explained: + addition_method: manual content_hash: e765ad2dbc1577d11c0c061a686020a3f989875ab4fefb45991c97218fc556e3 description: '' health_score: 100.0 @@ -38400,8 +41046,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/cloud-dns-explaine v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/container-story-google-kubernetes-engine: + addition_method: manual content_hash: 88498d55e355a0ea03771eb646a314f4b2218ba48c0dc038813adc683ba69d9b description: '' health_score: 100.0 @@ -38417,8 +41063,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/container-story-go v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/demystifying-cloud-spanner-multi-region-configurations: + addition_method: manual content_hash: c950aecede4fb5c5e09c597b0e84839820f0c593fe94861b9c8598c2082010d8 description: '' health_score: 100.0 @@ -38434,8 +41080,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/demystifying-cloud v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/devops-and-cicd-google-cloud-explained: + addition_method: manual content_hash: d11fc3cc46348ff1f25727b4b07c245dce93c6da9e2f01c5b5cbcf8d898870cc description: '' health_score: 100.0 @@ -38451,8 +41097,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/devops-and-cicd-go v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/google-cloud-networking-overview: + addition_method: manual content_hash: 3abcd77b2f9a7633c627f0f922377a0b0e33c8a0bac304f85964dcf0e1ed330e description: '' health_score: 100.0 @@ -38468,8 +41114,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/google-cloud-netwo v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/how-transfer-your-data-google-cloud: + addition_method: manual content_hash: 726a81c2a3e32320b86b306ac48b8dad0d60ff5dc1f10500e912d95b8923ae6e description: '' health_score: 100.0 @@ -38485,9 +41131,9 @@ https://cloud.google.com/blog/topics/developers-practitioners/how-transfer-your- v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual ? https://cloud.google.com/blog/topics/developers-practitioners/how-use-machine-learning-model-google-sheet-using-bigquery-ml -: content_hash: 8782a59fa877513d4f95e40454bad85cc2ba01388f1482d91cf2965fa17d8f75 +: addition_method: manual + content_hash: 8782a59fa877513d4f95e40454bad85cc2ba01388f1482d91cf2965fa17d8f75 description: '' health_score: 100.0 last_checked: 1779031898.179941 @@ -38503,8 +41149,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/how-transfer-your- v2_locations: - mlops.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/introducing-google-cloud-architecture-diagramming-tool: + addition_method: manual content_hash: 65b3fa7a717dfa6c0566e54165fdd947aeb2ad24a96b79d9f55462239cb9895a description: '' health_score: 100.0 @@ -38515,9 +41161,9 @@ https://cloud.google.com/blog/topics/developers-practitioners/introducing-google v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual ? https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository -: ai_summary: 'Curator Insight: Google''s official skills repository and toolkit for +: addition_method: manual + ai_summary: 'Curator Insight: Google''s official skills repository and toolkit for modular agentic development. Live Grounding: Delivers pre-integrated capabilities and action templates allowing @@ -38550,8 +41196,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/introducing-google - kubernetes.md - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/microservices-architecture-google-cloud: + addition_method: manual content_hash: aab9b2c168ae4df38cb3055770a5ed5970abd919e44d0b09a7f839f3668cc00f description: '' health_score: 100.0 @@ -38567,8 +41213,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/microservices-arch v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/service-directory-cheat-sheet: + addition_method: manual content_hash: b77a818c1e91fc5e12edf2fca9c57540828935fc839c895830f5b0c4c34aff37 description: '' health_score: 100.0 @@ -38584,8 +41230,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/service-directory- v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/service-orchestration-google-cloud: + addition_method: manual content_hash: 73d3b74fb1d463b8146d6ba061de4b4d7b4e26d475ff2844de2eb3ca6825416c description: '' health_score: 100.0 @@ -38601,8 +41247,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/service-orchestrat v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/testing-cloud-sql-failover-where-begin: + addition_method: manual content_hash: f172c294c39696beb149b2b2261b34c738c66d238fbdd9e16ff4fca3ae356cfc description: '' health_score: 100.0 @@ -38618,8 +41264,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/testing-cloud-sql- v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/traffic-director-explained: + addition_method: manual content_hash: d701ca3f55178c4efea59322ab28d37ae91505b7cfbd821f9f9b1b2c62fdded5 description: '' health_score: 100.0 @@ -38635,8 +41281,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/traffic-director-e v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-cdn-and-how-does-it-work: + addition_method: manual content_hash: a2fced32ac07cf72c69329aa7c780db7b7293edfa14c587ce5beedb2f789062e description: '' health_score: 100.0 @@ -38652,8 +41298,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-cdn-and v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-load-balancing: + addition_method: manual content_hash: 4e9b313c31ca1ddef15df788e54b49d1134304fb7f45b34613fe5eec99c6f66a description: '' health_score: 100.0 @@ -38669,9 +41315,9 @@ https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-load-ba v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual ? https://cloud.google.com/blog/topics/developers-practitioners/where-should-i-run-my-stuff-choosing-google-cloud-compute-option -: content_hash: 9ee7162e3857afe7b2b6d619c71e24fa770d4c66d4518f086a5cdc3a6df7d6f0 +: addition_method: manual + content_hash: 9ee7162e3857afe7b2b6d619c71e24fa770d4c66d4518f086a5cdc3a6df7d6f0 description: '' health_score: 100.0 last_checked: 1779032703.407802 @@ -38687,8 +41333,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-load-ba v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers-practitioners/your-google-cloud-database-options-explained: + addition_method: manual content_hash: c368af7fa7522674ff2763e7e3860504d9599cd2a86ac73ffa9cf399ff18e011 description: '' health_score: 100.0 @@ -38704,8 +41350,8 @@ https://cloud.google.com/blog/topics/developers-practitioners/your-google-cloud- v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/developers/introducing-google-cloud-architecture-diagramming-tool: + addition_method: manual content_hash: f4ee019296efda6e073b6caf251f0e958f9d4423b1b341863f690ad92dd07cee health_score: 100.0 last_checked: 1779130494.928933 @@ -38717,8 +41363,8 @@ https://cloud.google.com/blog/topics/developers/introducing-google-cloud-archite - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://cloud.google.com/blog/topics/kubernetes-best-practices: + addition_method: manual content_hash: 645c54eba5f478c3dafa2f56b4bd1e65967e9a639861920bde3a4545fcc6950b description: '' health_score: 100.0 @@ -38729,8 +41375,8 @@ https://cloud.google.com/blog/topics/kubernetes-best-practices: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/threat-intelligence/azure-run-command-dummies: + addition_method: manual content_hash: 59a6105d7176482d543067c0e57e79c0f14e3ddc4a152a7859e4c2051de9fa3e health_score: 100.0 last_checked: 1779130494.971141 @@ -38742,8 +41388,8 @@ https://cloud.google.com/blog/topics/threat-intelligence/azure-run-command-dummi - docs/azure.md v2_locations: - azure.md - addition_method: manual https://cloud.google.com/blog/topics/training-certifications/google-cloud-to-train-more-than-40-million-with-cloud-skills: + addition_method: manual content_hash: 4621c57f848e74a61f1a8789203a4c8353f3a8e9cc56054423646797420f9291 description: '' health_score: 100.0 @@ -38760,8 +41406,8 @@ https://cloud.google.com/blog/topics/training-certifications/google-cloud-to-tra v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/blog/topics/training-certifications/new-learning-hub-and-benefits-for-google-cloud-innovators: + addition_method: manual content_hash: 4f9732efb1ffc727f285f5ae7c007d2a5297cb221cd87967d594df341c8ba13d description: '' health_score: 100.0 @@ -38778,8 +41424,8 @@ https://cloud.google.com/blog/topics/training-certifications/new-learning-hub-an v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/build: + addition_method: manual content_hash: 630f8892ab4925432c4324daa92969bcfb7ab4ac26440ac0a87a6bed7180e299 health_score: 100.0 last_checked: 1779130494.961657 @@ -38795,8 +41441,8 @@ https://cloud.google.com/build: - GoogleCloudPlatform.md - devops.md - jenkins-alternatives.md - addition_method: manual https://cloud.google.com/cloud-build: + addition_method: manual content_hash: d3ad7f441f8f8e07b2e0458ccd41d11759ee549013639c2291c95983ba8b1b48 description: '' health_score: 100.0 @@ -38809,8 +41455,8 @@ https://cloud.google.com/cloud-build: - docs/devops.md - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://cloud.google.com/code: + addition_method: manual content_hash: 86ddc7156ac3f9ffb4c60700e76d475d8f31dbc8c3652b3c8fe47c96e45be8b1 description: '' health_score: 100.0 @@ -38832,8 +41478,8 @@ https://cloud.google.com/code: - scaffolding.md - visual-studio.md year: N/A - addition_method: manual https://cloud.google.com/code/docs/vscode/yaml-editing: + addition_method: manual content_hash: 556028c2596bffed5964078f30273137ff9106d33108d52182900383fc1f696d description: '' health_score: 100.0 @@ -38844,8 +41490,8 @@ https://cloud.google.com/code/docs/vscode/yaml-editing: v1_locations: - docs/scaffolding.md year: N/A - addition_method: manual https://cloud.google.com/config-connector/docs/overview: + addition_method: manual content_hash: c270e33efcd5c0823ef24bdeae2fb857b6978176031adea9e02d4e30de45af2f description: '' health_score: 100.0 @@ -38857,15 +41503,15 @@ https://cloud.google.com/config-connector/docs/overview: - docs/iac.md - docs/kubernetes-tools.md year: N/A - addition_method: manual https://cloud.google.com/deploy/docs/deploy-app-run: + addition_method: manual content_hash: 4a085e12d289cf09fb38d4da6fa82de03871fbde23b0dde54fafe5a04942ae0b health_score: 100.0 last_checked: 1779031378.103544 v1_locations: - docs/GoogleCloudPlatform.md - addition_method: manual https://cloud.google.com/devops: + addition_method: manual content_hash: 12deb1957d00ca8db1c437ba92346fb71367b6688b813051440bc60c042bb3ac description: '' health_score: 100.0 @@ -38883,8 +41529,8 @@ https://cloud.google.com/devops: - GoogleCloudPlatform.md - devops.md year: N/A - addition_method: manual https://cloud.google.com/docs/compare: + addition_method: manual content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb description: '' health_score: 100.0 @@ -38895,8 +41541,8 @@ https://cloud.google.com/docs/compare: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/docs/compare/aws: + addition_method: manual content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb description: '' health_score: 100.0 @@ -38906,8 +41552,8 @@ https://cloud.google.com/docs/compare/aws: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison: + addition_method: manual content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb description: '' health_score: 100.0 @@ -38918,8 +41564,8 @@ https://cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison: v1_locations: - docs/public-cloud-solutions.md year: N/A - addition_method: manual https://cloud.google.com/docs/terraform/blueprints/terraform-blueprints: + addition_method: manual content_hash: 1fcd8e89b1155f9c05a2c0272b56e9e2ede48c5cf306c0f3e52b3c47b30cc0f0 description: '' health_score: 100.0 @@ -38931,8 +41577,8 @@ https://cloud.google.com/docs/terraform/blueprints/terraform-blueprints: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloud.google.com/free/docs/aws-azure-gcp-service-comparison: + addition_method: manual content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb description: '' health_score: 100.0 @@ -38943,8 +41589,8 @@ https://cloud.google.com/free/docs/aws-azure-gcp-service-comparison: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/icons: + addition_method: manual content_hash: c03dbc70976ee9d01dfade0bd7e6881dd44019c584c50413c360d63111abe724 description: '' health_score: 100.0 @@ -38960,8 +41606,8 @@ https://cloud.google.com/icons: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://cloud.google.com/kubernetes-engine: + addition_method: manual ai_summary: The main technical documentation page for GKE (Google Kubernetes Engine). Details foundational and advanced options, covering Autopilot architecture, GKE Datapath V2 routing, and multi-cluster orchestrations. @@ -38991,8 +41637,8 @@ https://cloud.google.com/kubernetes-engine: - GoogleCloudPlatform.md - matrix-table.md year: N/A - addition_method: manual https://cloud.google.com/kubernetes-engine/docs/add-on/config-sync/overview: + addition_method: manual content_hash: 25b42ba5af8095cdf7cdca04ed1638ef649c9002b2b7f31062383db8ad5e9d8d description: '' health_score: 100.0 @@ -39004,8 +41650,8 @@ https://cloud.google.com/kubernetes-engine/docs/add-on/config-sync/overview: - docs/GoogleCloudPlatform.md - docs/gitops.md year: N/A - addition_method: manual https://cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview: + addition_method: manual content_hash: 6c7e8ff6a16711149ea844f2a73d71b0c76f0b670587902bc48f3422528c6f05 description: '' health_score: 100.0 @@ -39016,8 +41662,8 @@ https://cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler: + addition_method: manual content_hash: f3e7dc19972fd949569ff95d314c41307b4511538f3200f3d6f72d299b01ec51 description: '' health_score: 100.0 @@ -39028,8 +41674,8 @@ https://cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns: + addition_method: manual content_hash: 9c0b476cc6e65f6e9c7dab7bceaee961455ca79bd3e315274fb8bc35d17fe70f description: '' health_score: 100.0 @@ -39040,8 +41686,8 @@ https://cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache: + addition_method: manual content_hash: 98d312c228fdf745ee5d9761b5d652c7be3ea833318aaaac166cb85646f02d1a description: '' health_score: 100.0 @@ -39052,8 +41698,8 @@ https://cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloud.google.com/kubernetes-engine/kubernetes-comic: + addition_method: manual content_hash: 23c9f05fa1fb5ab875e75eaa9da0686722049516b5965c672995c7eb296c76ed description: '' health_score: 100.0 @@ -39069,8 +41715,8 @@ https://cloud.google.com/kubernetes-engine/kubernetes-comic: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://cloud.google.com/kubernetes-engine/pricing: + addition_method: manual content_hash: 213284d629954b3e8277ff847378866f145661324caf3811acd41a0c4767fc87 description: '' health_score: 100.0 @@ -39086,8 +41732,8 @@ https://cloud.google.com/kubernetes-engine/pricing: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://cloud.google.com/learn/what-is-kubernetes: + addition_method: manual content_hash: d820ff91187debcbd1d6338d372ccd1922cc11b9de9ee806f3013c887a37a8ac description: '' health_score: 100.0 @@ -39105,8 +41751,8 @@ https://cloud.google.com/learn/what-is-kubernetes: - kubernetes.md - introduction.md year: N/A - addition_method: manual https://cloud.google.com/load-balancing/docs/l7-internal: + addition_method: manual content_hash: 0358d7abcd2001b6cecfe24bd5fa3d9322cbc9dbd2d179ab95398cd120f09544 description: '' health_score: 100.0 @@ -39117,8 +41763,8 @@ https://cloud.google.com/load-balancing/docs/l7-internal: v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://cloud.google.com/products: + addition_method: manual content_hash: 77e401c1b24aefad36df33de4ff26f6593110495d21721f817e708c056f29728 health_score: 100.0 last_checked: 1779130495.002441 @@ -39132,8 +41778,8 @@ https://cloud.google.com/products: v2_locations: - GoogleCloudPlatform.md - cheatsheets.md - addition_method: manual https://cloud.google.com/products/tools: + addition_method: manual content_hash: 3db7c8b6bd11089650c7492280c746354f10fafe8eb6b3cfd199c7e2f04ed7bf description: '' health_score: 100.0 @@ -39151,8 +41797,8 @@ https://cloud.google.com/products/tools: - GoogleCloudPlatform.md - devops.md year: N/A - addition_method: manual https://cloud.google.com/pubsub/docs/overview: + addition_method: manual content_hash: e5e1d093f0b7a07978b7949436c3370ac75623cdc7c16a8253173fb946b77684 description: '' health_score: 100.0 @@ -39163,8 +41809,47 @@ https://cloud.google.com/pubsub/docs/overview: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual +https://cloud.google.com/resources/content/architecting-for-autonomy&linkId=62121445: + addition_method: automatic + ai_summary: 'A comprehensive strategic blueprint outlining how to scale agentic + artificial intelligence from unstable proofs-of-concept to production environments. + + - Emphasizes the standard ADK model (Reasoning, Tool Use, and Memory) mapped to + real-time, grounded enterprise data foundations. + + - Proposes core infrastructure patterns utilizing Google Kubernetes Engine (GKE + Autopilot), dynamic GPU slicing, and strict access controls to maintain security + compliance for autonomous transactions.' + category: ai-agents-mcp + complexity: Advanced + content_hash: cb9b2563cc948a9c1082334369abbb06456ce26770097bbe4cd54c3959bf7e14 + description: Google Cloud's blueprint for designing resilient, secure, and highly + scalable enterprise-grade multi-agent software architectures. + hierarchy: + - Cloud Architecture + - AI Engineering + - Systems Orchestration + - Enterprise Design Patterns + is_microservice: false + language: en + last_checked: 1780352838.801366 + reputation_status: Vetted + reputation_summary: Official Google Cloud architecture guide and strategic whitepaper. + Released in May 2026 to help IT leaders design, build, and scale autonomous agent + systems. + resource_type: article + social_preview_url: https://www.gstatic.com/bricks/image/cloud_google_com__static_cloud_images_social_icon_google_cloud_1200_630_png.png + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: ai-architecture-blueprints + tags: + - '[GUIDE]' + - '[CASE STUDY]' + title: Architecting for Autonomy — Moving AI Agents from Pilot to Enterprise Scale + year: '2026' https://cloud.google.com/sdk/docs/cheatsheet?hl=en: + addition_method: manual content_hash: 2b0d84422f65434bc08295a17e2a33b78e6179bc16da8542b40b919272143b2a description: '' health_score: 100.0 @@ -39174,8 +41859,8 @@ https://cloud.google.com/sdk/docs/cheatsheet?hl=en: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/secret-manager/docs/analyze-resources: + addition_method: manual content_hash: c735c200db8c18ca7897f72139e023374a99151bed6533e781eddd3e981cf664 description: '' health_score: 100.0 @@ -39186,8 +41871,8 @@ https://cloud.google.com/secret-manager/docs/analyze-resources: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://cloud.google.com/secret-manager/docs/best-practices: + addition_method: manual content_hash: 306a9fb18f7dccb3a4a1acd2fca8911d2d19e2f937478e823813516ce1a60941 description: '' health_score: 100.0 @@ -39198,9 +41883,43 @@ https://cloud.google.com/secret-manager/docs/best-practices: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual +https://cloud.google.com/solutions/media-entertainment&linkId=61896450: + addition_method: automatic + ai_summary: The main enterprise hub defining media architectures, real-time cloud + rendering setups, and intelligent content distribution. Showcases the production-ready + integration of Gemini and Vertex AI with Avid Media Composer to automate post-production + metadata logging and localization loops. Empowers studios to construct grounded + agentic workflows, drastically shortening content ingestion, transcoding, and + discovery times across global operations. + category: uncategorized + complexity: advanced + content_hash: 53833065ba8f0b29e5bd56cafc918be798efdfaa02e87f8a08d5b956ffb4408b + description: Resource hub for media workflows, showcasing generative AI and agentic + media workflows on Google Cloud. + hierarchy: + - Cloud Infrastructure + - Google Cloud Platform + - Industry Solutions + - Media and Entertainment + is_microservice: false + language: en + last_checked: 1780352037.401549 + reputation_status: Vetted + reputation_summary: Enterprise solutions portal managed officially by the Google + Cloud industry team. + resource_type: documentation + social_preview_url: https://cloud.google.com/_static/cloud/images/social-icon-google-cloud-1200-630.png + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: Google Cloud Media and Entertainment Solutions + year: '2026' ? https://cloud.google.com/solutions/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem -: content_hash: 783c158129177f2f0fb2c8bdf11047426fe434952288d7e3b447dbb549658596 +: addition_method: manual + content_hash: 783c158129177f2f0fb2c8bdf11047426fe434952288d7e3b447dbb549658596 description: '' health_score: 100.0 last_checked: 1779032763.416059 @@ -39211,8 +41930,8 @@ https://cloud.google.com/secret-manager/docs/best-practices: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.google.com/solutions/partners/openshift-on-gcp: + addition_method: manual content_hash: 7e5eabc736c0d974d46dad7bb7852eab4a8b14161e3b8e88e2f95615d49365ff description: '' health_score: 100.0 @@ -39223,8 +41942,8 @@ https://cloud.google.com/solutions/partners/openshift-on-gcp: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://cloud.google.com/stackdriver/docs/managed-prometheus: + addition_method: manual content_hash: f571ea6b28358ea92a85fa6c278092925f8baee7b08ccc94fabe8384320d1d03 description: '' health_score: 100.0 @@ -39235,8 +41954,8 @@ https://cloud.google.com/stackdriver/docs/managed-prometheus: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://cloud.google.com/traffic-director: + addition_method: manual content_hash: 65889699950dbbb99111f54dac73f0ee63263752abe96a80671850b3ab08d39f description: '' health_score: 100.0 @@ -39247,8 +41966,8 @@ https://cloud.google.com/traffic-director: v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://cloud.google.com/vpc/docs/vpc: + addition_method: manual content_hash: 83c6a9217b27295702d80c7edf220fafa7f0b202a39338da65d477d3e82c06d4 description: '' health_score: 100.0 @@ -39259,8 +41978,8 @@ https://cloud.google.com/vpc/docs/vpc: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual https://cloud.hashicorp.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -39274,8 +41993,8 @@ https://cloud.hashicorp.com: v2_locations: - terraform.md year: N/A - addition_method: manual https://cloud.ibm.com/docs/containers?topic=containers-troubleshoot_cluster_autoscaler: + addition_method: manual content_hash: 1142cb40f1aba306988fb0c11b3ebf298859fa28c987de64a172edb183484287 description: '' health_score: 100.0 @@ -39290,8 +42009,8 @@ https://cloud.ibm.com/docs/containers?topic=containers-troubleshoot_cluster_auto v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://cloud.ibm.com/docs/openshift?topic=openshift-ingress: + addition_method: manual content_hash: 1142cb40f1aba306988fb0c11b3ebf298859fa28c987de64a172edb183484287 description: '' health_score: 100.0 @@ -39306,8 +42025,8 @@ https://cloud.ibm.com/docs/openshift?topic=openshift-ingress: v2_locations: - openshift.md year: N/A - addition_method: manual https://cloud.ibm.com/docs/openshift?topic=openshift-security: + addition_method: manual content_hash: 1142cb40f1aba306988fb0c11b3ebf298859fa28c987de64a172edb183484287 description: '' health_score: 100.0 @@ -39323,8 +42042,8 @@ https://cloud.ibm.com/docs/openshift?topic=openshift-security: v2_locations: - ocp4.md year: N/A - addition_method: manual https://cloud.ibm.com/docs/solution-tutorials?topic=solution-tutorials-scalable-webapp-kubernetes: + addition_method: manual content_hash: 1142cb40f1aba306988fb0c11b3ebf298859fa28c987de64a172edb183484287 description: '' health_score: 100.0 @@ -39340,8 +42059,8 @@ https://cloud.ibm.com/docs/solution-tutorials?topic=solution-tutorials-scalable- v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://cloud.netapp.com/blog/prepare-for-the-day-of-all-cloud: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034090.366058 @@ -39351,8 +42070,8 @@ https://cloud.netapp.com/blog/prepare-for-the-day-of-all-cloud: - docs/aws-architecture.md v2_locations: - aws-architecture.md - addition_method: manual https://cloud.redhat.com/blog/a-guide-to-ingress-controllers-in-openshift: + addition_method: manual content_hash: 9d46757ce5d4cba6c56b4a7709008ba6a21b32982743350ee2b826f65b31fe95 description: '' health_score: 100.0 @@ -39363,8 +42082,8 @@ https://cloud.redhat.com/blog/a-guide-to-ingress-controllers-in-openshift: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/a-guide-to-secrets-management-with-gitops-and-kubernetes: + addition_method: manual content_hash: 818fc6e5120537db4ce8d106a7585aa05d2bffb8b5978d9feb40a15b6a34090c description: '' health_score: 100.0 @@ -39376,8 +42095,8 @@ https://cloud.redhat.com/blog/a-guide-to-secrets-management-with-gitops-and-kube v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/announcing-bring-your-own-host-support-for-windows-nodes-to-red-hat-openshift: + addition_method: manual content_hash: 35468242925a4b30c516d959bd46b4d5236842986f3b584403de40e0b1adeb15 description: '' health_score: 100.0 @@ -39389,8 +42108,8 @@ https://cloud.redhat.com/blog/announcing-bring-your-own-host-support-for-windows v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/application-management-in-kubernetes-environments-with-helm-charts-and-kubernetes-operators: + addition_method: manual content_hash: 2e74d50eb14514b33928964120729469c9b14eca346606edc3bb488b2263a324 description: '' health_score: 100.0 @@ -39402,8 +42121,8 @@ https://cloud.redhat.com/blog/application-management-in-kubernetes-environments- v1_locations: - docs/helm.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/automate-your-security-practices-and-policies-on-openshift-with-kyverno: + addition_method: manual content_hash: 516449dc1bbddd4641b23e50c5005a2d0c32b6a8835d2778462b25cf86fc4785 description: '' health_score: 100.0 @@ -39415,8 +42134,8 @@ https://cloud.redhat.com/blog/automate-your-security-practices-and-policies-on-o v1_locations: - docs/securityascode.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/chaos-engineering-with-litmuschaos: + addition_method: manual content_hash: 661cbcf835acd301d1f0f9d3b528c4792b03c3f996462e8715c68fbb07ea0823 description: '' health_score: 100.0 @@ -39426,8 +42145,8 @@ https://cloud.redhat.com/blog/chaos-engineering-with-litmuschaos: v1_locations: - docs/chaos-engineering.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/check-out-our-new-look: + addition_method: manual content_hash: 406b1756cadb625bad5710589c77bfb058970eee4c1027d9e3208c8919debc98 description: '' health_score: 100.0 @@ -39438,8 +42157,8 @@ https://cloud.redhat.com/blog/check-out-our-new-look: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/cloud-devops-with-openshift-and-jfrog: + addition_method: manual content_hash: 06512cf9036be6f21863121a0246001475ff5658b60450b2abd0249dd99c42a7 description: '' health_score: 100.0 @@ -39450,8 +42169,8 @@ https://cloud.redhat.com/blog/cloud-devops-with-openshift-and-jfrog: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/getting-started-in-openshift: + addition_method: manual content_hash: 83a8fd127638344fc703ed4beccce47fb3f678ac94edf6f9c0c8f0d169fdc182 description: '' health_score: 100.0 @@ -39462,8 +42181,8 @@ https://cloud.redhat.com/blog/getting-started-in-openshift: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/getting-started-running-spark-workloads-on-openshift: + addition_method: manual content_hash: 69402e8f6e4224ee97f646b366a8c6a16f406178dec129dd4956822ad9e64148 description: '' health_score: 100.0 @@ -39474,8 +42193,8 @@ https://cloud.redhat.com/blog/getting-started-running-spark-workloads-on-openshi v1_locations: - docs/kubernetes-bigdata.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/global-load-balancer-approaches: + addition_method: manual content_hash: 7b5bc3bd75a54735aeffa5677c66dd447598194ca64b774feda07c1bc3ac8573 description: '' health_score: 100.0 @@ -39486,9 +42205,9 @@ https://cloud.redhat.com/blog/global-load-balancer-approaches: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual ? https://cloud.redhat.com/blog/how-to-build-a-disconnected-openshift-cluster-with-mirror-registries-on-rhel-coreos-using-podman-and-systemd -: content_hash: 69d1e896e9bbacf9467d3ec4dbadb3b2590796f2d48f41a72333b97f8413f0e7 +: addition_method: manual + content_hash: 69d1e896e9bbacf9467d3ec4dbadb3b2590796f2d48f41a72333b97f8413f0e7 description: '' health_score: 100.0 last_checked: 1779033432.48376 @@ -39499,8 +42218,8 @@ https://cloud.redhat.com/blog/global-load-balancer-approaches: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/how-to-modernize-virtualized-workloads: + addition_method: manual content_hash: 90526a73a4d0f876531a3a074a5f5240d99c8b805087a57b5fe4820f5499a9f6 description: '' health_score: 100.0 @@ -39511,9 +42230,9 @@ https://cloud.redhat.com/blog/how-to-modernize-virtualized-workloads: v1_locations: - docs/introduction.md year: N/A - addition_method: manual ? https://cloud.redhat.com/blog/how-to-observe-your-clusters-with-red-hat-advanced-cluster-management-customize-the-grafana-dashboard -: content_hash: 835e59ba8e5fab8717e5a0d179f7792344eb1da73ca65a09c5b954905660e067 +: addition_method: manual + content_hash: 835e59ba8e5fab8717e5a0d179f7792344eb1da73ca65a09c5b954905660e067 description: '' health_score: 100.0 last_checked: 1779029252.062997 @@ -39524,8 +42243,8 @@ https://cloud.redhat.com/blog/how-to-modernize-virtualized-workloads: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/how-to-use-argocd-deployments-with-github-tokens: + addition_method: manual content_hash: 7a7301da4ef4cf3ae62cb06ee30c6c43badba14e368e5f8d1a86024e93b0a93f description: '' health_score: 100.0 @@ -39536,8 +42255,8 @@ https://cloud.redhat.com/blog/how-to-use-argocd-deployments-with-github-tokens: v1_locations: - docs/argo.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/log4shell-practical-mitigations-and-impact-analysis: + addition_method: manual content_hash: e60f4283252ea9e31177f7404a56830d542a436e75f35cf0a61a703b3a30b1a7 description: '' health_score: 100.0 @@ -39549,8 +42268,8 @@ https://cloud.redhat.com/blog/log4shell-practical-mitigations-and-impact-analysi v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator: + addition_method: manual content_hash: 7b797b937e6db80a3393bded93ae24731ab99fd7708b19461509928c81ccf6f0 description: '' health_score: 100.0 @@ -39561,9 +42280,9 @@ https://cloud.redhat.com/blog/monitoring-infrastructure-openshift-4.x-using-zabb v1_locations: - docs/monitoring.md year: N/A - addition_method: manual ? https://cloud.redhat.com/blog/openshift-commons-briefing-database-disaster-recovery-made-easy-with-annette-clewett-red-hat-and-andrew-lecuyer-crunchy-data -: content_hash: 6eb93d328f91b3eb9d2a99bdd9bad4167b4a55670db124f74ac211e6e2b03a7d +: addition_method: manual + content_hash: 6eb93d328f91b3eb9d2a99bdd9bad4167b4a55670db124f74ac211e6e2b03a7d description: '' health_score: 100.0 last_checked: 1779033716.029047 @@ -39574,8 +42293,8 @@ https://cloud.redhat.com/blog/monitoring-infrastructure-openshift-4.x-using-zabb v1_locations: - docs/databases.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/openshift-sandboxed-containers-101: + addition_method: manual content_hash: 4ad8cb79b23f6839b34ee297173077f17d7b5e924da07651fdcc802f88043c03 description: '' health_score: 100.0 @@ -39586,8 +42305,8 @@ https://cloud.redhat.com/blog/openshift-sandboxed-containers-101: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/openshift-sandboxed-containers-operator-from-zero-to-hero-the-hard-way: + addition_method: manual content_hash: 81a5959f8270f61831132202977dc62db97a00c85c2b40c2e49bce7a76d53d49 description: '' health_score: 100.0 @@ -39599,8 +42318,8 @@ https://cloud.redhat.com/blog/openshift-sandboxed-containers-operator-from-zero- v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/openshift-virtualization-on-amazon-web-services: + addition_method: manual content_hash: 2a2153ddd47982a950e32dd22fbd21e3051bde3b50e62f3df4cc184cb05c84c3 description: '' health_score: 100.0 @@ -39611,8 +42330,8 @@ https://cloud.redhat.com/blog/openshift-virtualization-on-amazon-web-services: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/red-hat-container-community-of-practice-operators: + addition_method: manual content_hash: dba65671976494ef6fdeabd728d2d867c171ac9de6a408a91918b6f8b65f342b description: '' health_score: 100.0 @@ -39623,8 +42342,8 @@ https://cloud.redhat.com/blog/red-hat-container-community-of-practice-operators: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/red-hat-openshift-4.8-is-now-generally-available: + addition_method: manual content_hash: a54975761ed228ae5860b4ca529890d491f63731f0e5232c21b989ca91e1b199 description: '' health_score: 100.0 @@ -39635,8 +42354,8 @@ https://cloud.redhat.com/blog/red-hat-openshift-4.8-is-now-generally-available: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/red-hat-openshift-4.9-is-now-generally-available: + addition_method: manual content_hash: 2ff5a3af3d6ea22d236b5815f5fea617d8c8aa2d1d03ed3e50c89228515fdfb7 description: '' health_score: 100.0 @@ -39647,8 +42366,8 @@ https://cloud.redhat.com/blog/red-hat-openshift-4.9-is-now-generally-available: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/sandboxed-containers-operator-from-zero-to-hero-the-hard-way-part-2: + addition_method: manual content_hash: 0496ad94d3c3371132a9304769684728dfdc75af8263cc246a2d7cb22db74d21 description: '' health_score: 100.0 @@ -39659,9 +42378,9 @@ https://cloud.redhat.com/blog/sandboxed-containers-operator-from-zero-to-hero-th v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual ? https://cloud.redhat.com/blog/scale-your-application-containers-on-red-hat-openshift-service-on-aws-rosa-clusters-using-amazon-efs-storage -: content_hash: 6003253496523db4d1906f6e656324ef80bf5e1ebd9ccabef7f76ac2abb88eb3 +: addition_method: manual + content_hash: 6003253496523db4d1906f6e656324ef80bf5e1ebd9ccabef7f76ac2abb88eb3 description: '' health_score: 100.0 last_checked: 1779032642.937346 @@ -39672,8 +42391,8 @@ https://cloud.redhat.com/blog/sandboxed-containers-operator-from-zero-to-hero-th v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/simplifying-database-cloud-service-access: + addition_method: manual content_hash: 88e8e4601859a8ecf3f0f3e80354b50006b6fffd3129525ec6a64759c4d54fa8 description: '' health_score: 100.0 @@ -39684,8 +42403,8 @@ https://cloud.redhat.com/blog/simplifying-database-cloud-service-access: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/top-open-source-kubernetes-security-tools-of-2021: + addition_method: manual content_hash: 87094b6ac62f26ba7424cae996db29735db7b905a1fb8ea7ee9fb32c14efc00b description: '' health_score: 100.0 @@ -39697,8 +42416,8 @@ https://cloud.redhat.com/blog/top-open-source-kubernetes-security-tools-of-2021: - docs/devsecops.md - docs/kubernetes-security.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/velero-backup-and-restore-of-an-application-using-gp2-storageclass-on-rosa: + addition_method: manual content_hash: c51febf5ee412f42536ccab1aa83b7e9210600cd124b9f5db6add2e60dec7c74 description: '' health_score: 100.0 @@ -39710,8 +42429,8 @@ https://cloud.redhat.com/blog/velero-backup-and-restore-of-an-application-using- v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://cloud.redhat.com/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization: + addition_method: manual content_hash: 773aa5322e51e8d84dfbaf6fc1801d04ad52387239e7d99e6e393b0ddddddefe description: '' health_score: 100.0 @@ -39723,8 +42442,8 @@ https://cloud.redhat.com/blog/virtual-machines-as-code-with-openshift-gitops-and v1_locations: - docs/demos.md year: N/A - addition_method: manual https://cloud.redhat.com/openshift/install: + addition_method: manual content_hash: 5c8411c63c6f815af302a34082cbbc1c393f24c2e1e12d1f77aa866020faf6c5 description: '' health_score: 100.0 @@ -39734,8 +42453,8 @@ https://cloud.redhat.com/openshift/install: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://cloud.spring.io/spring-cloud-config/reference/html: + addition_method: manual content_hash: 5d46ac1341d4df88718da2a0ef64021c1782e52462f13b37e1924ab22394fdf5 description: '' health_score: 100.0 @@ -39751,15 +42470,15 @@ https://cloud.spring.io/spring-cloud-config/reference/html: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://cloud.spring.io/spring-cloud-config/spring-cloud-config.html: + addition_method: manual content_hash: 7b01ee5f15ecf4f94471e5e0c5754265c9c8cfca41bb89622c6da4c8c946a652 health_score: 100.0 last_checked: 1779029060.797214 v1_locations: - docs/java_frameworks.md - addition_method: manual https://cloud.spring.io/spring-cloud-vault/reference/html: + addition_method: manual content_hash: 4ff2c579edaf6df959713363d1bff0947a5ad6b9486442fb69a03010c9136550 description: '' health_score: 100.0 @@ -39775,15 +42494,15 @@ https://cloud.spring.io/spring-cloud-vault/reference/html: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://cloud.tilt.dev: + addition_method: manual content_hash: 02ec5ceba1c9af46add34ef52184e32f7ac7e673d891c7354e6acc57cae6c5e3 health_score: 100.0 last_checked: 1779032457.261039 v1_locations: - docs/kubernetes-based-devel.md - addition_method: manual https://cloud.vmware.com/tanzu: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -39799,8 +42518,8 @@ https://cloud.vmware.com/tanzu: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://cloudacademy.com/blog/ansible-aws: + addition_method: manual content_hash: 134fef69216beb450a2a5bb0e9665d411870b64755791b9ab46e95e64340e9c5 health_score: 100.0 last_checked: 1779031615.848322 @@ -39812,8 +42531,8 @@ https://cloudacademy.com/blog/ansible-aws: - docs/python.md v2_locations: - python.md - addition_method: manual https://cloudacademy.com/blog/devops-why-is-it-important-to-decouple-deployment-from-release: + addition_method: manual content_hash: 134fef69216beb450a2a5bb0e9665d411870b64755791b9ab46e95e64340e9c5 description: '' health_score: 100.0 @@ -39825,8 +42544,8 @@ https://cloudacademy.com/blog/devops-why-is-it-important-to-decouple-deployment- v1_locations: - docs/devops.md year: N/A - addition_method: manual https://cloudacademy.com/blog/migrating-data-to-aws: + addition_method: manual ai_summary: Curator Insight offers a high-level technical evaluation of the AWS Schema Conversion Tool (SCT) workflow. Live Grounding shows its practical usefulness in identifying conversion complexity, scoring schema compatibility, and generating @@ -39854,8 +42573,8 @@ https://cloudacademy.com/blog/migrating-data-to-aws: v2_locations: - aws-databases.md year: '2018' - addition_method: manual https://cloudark.medium.com/kubernetes-custom-controllers-b6c7d0668fdf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -39869,8 +42588,8 @@ https://cloudark.medium.com/kubernetes-custom-controllers-b6c7d0668fdf: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://cloudark.medium.com/whats-cooking-in-your-kubernetes-namespace-9200be114f8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -39884,9 +42603,9 @@ https://cloudark.medium.com/whats-cooking-in-your-kubernetes-namespace-9200be114 v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://cloudblog.withgoogle.com/products/containers-kubernetes/5-ways-google-cloud-is-making-gke-the-best-place-to-run-kubernetes/amp -: content_hash: 9a3f37e7d47121cff49f55f57871a2211df7e6e676ffd71c953315899111fe34 +: addition_method: manual + content_hash: 9a3f37e7d47121cff49f55f57871a2211df7e6e676ffd71c953315899111fe34 description: '' health_score: 100.0 last_checked: 1779033035.087792 @@ -39896,8 +42615,8 @@ https://cloudark.medium.com/whats-cooking-in-your-kubernetes-namespace-9200be114 v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloudblog.withgoogle.com/products/data-analytics/create-templates-from-any-dataflow-pipeline/amp: + addition_method: manual content_hash: a8ca6bdd3f53d118120ea45c41cac9518922f0f5e1801319b856363b028b8984 description: '' health_score: 100.0 @@ -39908,8 +42627,8 @@ https://cloudblog.withgoogle.com/products/data-analytics/create-templates-from-a v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://cloudblog.withgoogle.com/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing/amp: + addition_method: manual content_hash: d530452f118af06797c01a3e4f55c89a5600b3aae7ad285b8f33ebdf95c569bb description: '' health_score: 100.0 @@ -39920,8 +42639,8 @@ https://cloudblog.withgoogle.com/products/networking/how-to-use-new-traffic-cont v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloudblog.withgoogle.com/products/networking/traffic-director-supports-proxyless-grpc/amp: + addition_method: manual content_hash: cf08549b7c62783bb6d1e87a6a83e21ea19d00a953ad48c70632bd45617b8ec1 description: '' health_score: 100.0 @@ -39932,9 +42651,9 @@ https://cloudblog.withgoogle.com/products/networking/traffic-director-supports-p v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual ? https://cloudblogs.microsoft.com/opensource/2021/07/09/simple-steps-to-create-scalable-processes-to-deploy-ml-models-as-microservices -: content_hash: 6443ff0f45ff8de94b3c653ae505b267cea8a3cd631af7ae05ce8ca829176f84 +: addition_method: manual + content_hash: 6443ff0f45ff8de94b3c653ae505b267cea8a3cd631af7ae05ce8ca829176f84 description: '' health_score: 100.0 last_checked: 1779033501.378166 @@ -39945,9 +42664,9 @@ https://cloudblog.withgoogle.com/products/networking/traffic-director-supports-p v1_locations: - docs/mlops.md year: N/A - addition_method: manual ? https://cloudblogs.microsoft.com/sqlserver/2020/06/23/expanding-sql-server-big-data-clusters-capabilities-now-on-red-hat-openshift -: content_hash: ba857844c41b48bfb93967f65c433587122334f93aafb523902a237a1232e57a +: addition_method: manual + content_hash: ba857844c41b48bfb93967f65c433587122334f93aafb523902a237a1232e57a description: '' health_score: 100.0 last_checked: 1779029899.291992 @@ -39961,8 +42680,8 @@ https://cloudblog.withgoogle.com/products/networking/traffic-director-supports-p v2_locations: - databases.md year: N/A - addition_method: manual https://cloudbuild.co.uk/free-automated-lets-encrypt-certificates-in-azure-key-vault-with-acme-bot-a-step-by-step-guide: + addition_method: manual content_hash: 907fdc5822cc0bde586ab17ea29641e402be4a631dfb73b57bb315e7b22f76c0 description: '' health_score: 100.0 @@ -39982,8 +42701,8 @@ https://cloudbuild.co.uk/free-automated-lets-encrypt-certificates-in-azure-key-v - aws-security.md - kubernetes.md year: N/A - addition_method: manual https://cloudbuild.co.uk/how-to-install-terraform: + addition_method: manual content_hash: bba1bc1b1d3e5cecb3e7fb025f98580d52c19ea033aac8d88fbd0e250af8e1ec description: '' health_score: 100.0 @@ -39999,8 +42718,8 @@ https://cloudbuild.co.uk/how-to-install-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://cloudbuild.co.uk/part-2-terraform-with-azure-how-to-install-azure-cli: + addition_method: manual content_hash: 3c8c459adf21aa2620ff7a950846d14806305026bb4bad3a44df1b18e313d774 description: '' health_score: 100.0 @@ -40011,8 +42730,8 @@ https://cloudbuild.co.uk/part-2-terraform-with-azure-how-to-install-azure-cli: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloudbuild.co.uk/part-3-terraform-with-azure-how-to-install-visual-studio-code: + addition_method: manual content_hash: 422fb4e68387d0c4620b11b26efea4aa0d614b93d40fedf59f509240023de9de description: '' health_score: 100.0 @@ -40024,8 +42743,8 @@ https://cloudbuild.co.uk/part-3-terraform-with-azure-how-to-install-visual-studi v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloudbuild.co.uk/part-4-terraform-with-azure-how-to-install-azure-terraform-plugin-in-visual-code: + addition_method: manual content_hash: ea5c85ad6822d8f381c38343bef47750b62c4c0772f04fbdfdc8032314bafb90 description: '' health_score: 100.0 @@ -40037,8 +42756,8 @@ https://cloudbuild.co.uk/part-4-terraform-with-azure-how-to-install-azure-terraf v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloudbuild.co.uk/part-5-terraform-with-azure-install-git-and-enable-in-visual-studio-code: + addition_method: manual content_hash: d7b5942b2ea8e5d203e3953324ae9b755ca5ae9311e3f326998657736b7215ba description: '' health_score: 100.0 @@ -40050,8 +42769,8 @@ https://cloudbuild.co.uk/part-5-terraform-with-azure-install-git-and-enable-in-v v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloudbuild.co.uk/part-6-terraform-with-azure-deploy-resources-in-azure: + addition_method: manual content_hash: d5182c856fcb8dfb2db6c7a1a43845d5ebc8bda1cf1d0f29b00fa59575101fbe description: '' health_score: 100.0 @@ -40062,8 +42781,8 @@ https://cloudbuild.co.uk/part-6-terraform-with-azure-deploy-resources-in-azure: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloudbuild.co.uk/part-7-terraform-with-azure-deploy-a-variables-file-in-terraform: + addition_method: manual content_hash: a16177a49d199b271c688f6c9585c364cf2962894ca617cfe7688dcb7e909df2 description: '' health_score: 100.0 @@ -40075,8 +42794,8 @@ https://cloudbuild.co.uk/part-7-terraform-with-azure-deploy-a-variables-file-in- v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloudbuild.co.uk/part-8-terraform-with-azure-deploy-a-terraform-tfvars-file: + addition_method: manual content_hash: 9bc00781c3d4751cec28a15f8d39e04d20880043ddd36a3a320fa51540ecc7a0 description: '' health_score: 100.0 @@ -40089,8 +42808,8 @@ https://cloudbuild.co.uk/part-8-terraform-with-azure-deploy-a-terraform-tfvars-f v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloudcanvas.co: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -40108,8 +42827,8 @@ https://cloudcanvas.co: - cloud-asset-inventory.md - iac.md year: N/A - addition_method: manual https://cloudcraft.co: + addition_method: manual content_hash: 63633940b9f2ee9beb433e854c279d5186a83775046e3217eb5b8964b3811447 description: '' health_score: 100.0 @@ -40120,8 +42839,8 @@ https://cloudcraft.co: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://cloudforecast.io/blog/cadvisor-and-kubernetes-monitoring-guide: + addition_method: manual content_hash: bf5dc982058b7fdc84bf4223725edd1e154eb055fe5dd0d9079296dbd9a795d0 description: '' health_score: 100.0 @@ -40136,8 +42855,8 @@ https://cloudforecast.io/blog/cadvisor-and-kubernetes-monitoring-guide: v2_locations: - monitoring.md year: N/A - addition_method: manual https://cloudhero.io/creating-users-for-your-kubernetes-cluster: + addition_method: manual content_hash: 898c716d176cdc4627f1d1676038c39fe34eac73d1576238e486860c1483a91c description: '' health_score: 100.0 @@ -40153,8 +42872,8 @@ https://cloudhero.io/creating-users-for-your-kubernetes-cluster: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://cloudhut.dev/blog/2021-06-24-running-kafka-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -40168,8 +42887,8 @@ https://cloudhut.dev/blog/2021-06-24-running-kafka-on-kubernetes: v2_locations: - message-queue.md year: N/A - addition_method: manual https://cloudify.co/blog/ansible-terraform-and-cloudify: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40180,8 +42899,8 @@ https://cloudify.co/blog/ansible-terraform-and-cloudify: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloudify.co/blog/ansible-vs-terraform: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40192,8 +42911,8 @@ https://cloudify.co/blog/ansible-vs-terraform: v1_locations: - docs/iac.md year: N/A - addition_method: manual https://cloudify.co/blog/aws-eks-vs-ecs-vs-fargate: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40204,8 +42923,8 @@ https://cloudify.co/blog/aws-eks-vs-ecs-vs-fargate: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloudify.co/blog/docker-vs-kubernetes-comparison: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40216,8 +42935,8 @@ https://cloudify.co/blog/docker-vs-kubernetes-comparison: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://cloudify.co/blog/infrastructure-as-code-is-it-really-enough-for-devops: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40229,8 +42948,8 @@ https://cloudify.co/blog/infrastructure-as-code-is-it-really-enough-for-devops: v1_locations: - docs/iac.md year: N/A - addition_method: manual https://cloudify.co/blog/migrating-pods-containerized-applications-nodes-kubernetes-cluster-using-cloudify: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40242,8 +42961,8 @@ https://cloudify.co/blog/migrating-pods-containerized-applications-nodes-kuberne v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://cloudify.co/blog/overcoming-devsecops-delivery-pipeline-challenges: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40254,8 +42973,8 @@ https://cloudify.co/blog/overcoming-devsecops-delivery-pipeline-challenges: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://cloudify.co/blog/simplifying-hybrid-cloud-deployments-with-aws-eks-and-outpost: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40266,8 +42985,8 @@ https://cloudify.co/blog/simplifying-hybrid-cloud-deployments-with-aws-eks-and-o v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://cloudify.co/everything-you-need-to-know-about-hybrid-cloud: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40279,8 +42998,8 @@ https://cloudify.co/everything-you-need-to-know-about-hybrid-cloud: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://cloudify.co/terraform-integration: + addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 description: '' health_score: 100.0 @@ -40292,8 +43011,8 @@ https://cloudify.co/terraform-integration: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://cloudkatha.com/aws-s3-storage-classes-everything-you-need-to-know: + addition_method: manual ai_summary: A complete comparative guide to S3 Storage Classes, detailing Standard, Intelligent-Tiering, Standard-IA, One Zone-IA, and Glacier options. Analyzes pricing structures, retrieval latency, and redundancy across availability zones. @@ -40319,8 +43038,8 @@ https://cloudkatha.com/aws-s3-storage-classes-everything-you-need-to-know: v2_locations: - aws-storage.md year: N/A - addition_method: manual https://cloudkatha.com/difference-between-root-user-and-iam-user-in-aws-you-need-to-know: + addition_method: manual content_hash: aa09768fa80744d3899b3fa10377e42c1f0dacebba8f8eeeaffd39f7ea8a975f description: '' health_score: 100.0 @@ -40336,8 +43055,8 @@ https://cloudkatha.com/difference-between-root-user-and-iam-user-in-aws-you-need v2_locations: - aws-security.md year: N/A - addition_method: manual https://cloudkatha.com/how-to-configure-aws-sqs-dead-letter-queue-using-cloudformation: + addition_method: manual content_hash: 0f5f852c8574acbbc74b83e26f79b3442c47ec144b51895cbc686c6c63225451 description: '' health_score: 100.0 @@ -40352,8 +43071,8 @@ https://cloudkatha.com/how-to-configure-aws-sqs-dead-letter-queue-using-cloudfor v2_locations: - aws-iac.md year: N/A - addition_method: manual https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation: + addition_method: manual content_hash: 69ae691e7c4c2a2c879db5dcd8f327696f273961da4a39102ae579053d5ccd92 description: '' health_score: 100.0 @@ -40368,8 +43087,8 @@ https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation: v2_locations: - aws-iac.md year: N/A - addition_method: manual https://cloudkatha.com/how-to-create-iam-role-using-cloudformation: + addition_method: manual content_hash: 158b8946301d4598f3651ba3f7dc3301a6f8b253cb9e5d9624f91bb91635cb5e description: '' health_score: 100.0 @@ -40384,8 +43103,8 @@ https://cloudkatha.com/how-to-create-iam-role-using-cloudformation: v2_locations: - aws-iac.md year: N/A - addition_method: manual https://cloudkatha.com/how-to-setup-budget-in-aws-to-keep-your-bill-in-check: + addition_method: manual content_hash: 0991ec36cf5ef9239c7bb458a1052135c775457a4031f7381c8990efd1f3f4a2 description: '' health_score: 100.0 @@ -40400,8 +43119,8 @@ https://cloudkatha.com/how-to-setup-budget-in-aws-to-keep-your-bill-in-check: v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://cloudkatha.com/how-to-setup-s3-bucket-cors-configuration-using-cloudformation: + addition_method: manual content_hash: 605966b654915b84aea787513c353d43187c965a6fa1477d3380a4d4249f7d44 description: '' health_score: 100.0 @@ -40416,8 +43135,8 @@ https://cloudkatha.com/how-to-setup-s3-bucket-cors-configuration-using-cloudform v2_locations: - aws-iac.md year: N/A - addition_method: manual https://cloudkatha.com/how-to-use-cloudformation-to-create-sns-topic-and-subscription: + addition_method: manual content_hash: b26dd594a995722769695de08ba4b73a07cbed4f0b6fdaf6b83d34f8ea8d3955 description: '' health_score: 100.0 @@ -40432,8 +43151,8 @@ https://cloudkatha.com/how-to-use-cloudformation-to-create-sns-topic-and-subscri v2_locations: - aws-iac.md year: N/A - addition_method: manual https://cloudkatha.com/is-s3-region-specific-or-global-what-do-you-think: + addition_method: manual ai_summary: Clarifies the architectural paradox of Amazon S3's namespace being globally unique while data is stored physically in regional clusters. Details the implications on DNS, endpoint routing, and latency. @@ -40459,8 +43178,8 @@ https://cloudkatha.com/is-s3-region-specific-or-global-what-do-you-think: v2_locations: - aws-storage.md year: N/A - addition_method: manual https://cloudkatha.com/why-s3-bucket-names-are-unique-globally: + addition_method: manual ai_summary: Explores the technical constraints under the hood that necessitate globally unique S3 bucket names. Outlines DNS mapping to S3 regional endpoints and the routing restrictions of the HTTP REST API. @@ -40486,8 +43205,8 @@ https://cloudkatha.com/why-s3-bucket-names-are-unique-globally: v2_locations: - aws-storage.md year: N/A - addition_method: manual https://cloudnativeengineer.substack.com/p/prepare-for-your-cka-exam-e1c33883eaf2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -40502,8 +43221,8 @@ https://cloudnativeengineer.substack.com/p/prepare-for-your-cka-exam-e1c33883eaf v2_locations: - kubernetes.md year: N/A - addition_method: manual https://cloudnativeislamabad.hashnode.dev/introduction-to-docker-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -40517,8 +43236,8 @@ https://cloudnativeislamabad.hashnode.dev/introduction-to-docker-part-1: v2_locations: - docker.md year: N/A - addition_method: manual https://cloudnativeislamabad.hashnode.dev/virtualization-vs-containerization: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -40532,8 +43251,8 @@ https://cloudnativeislamabad.hashnode.dev/virtualization-vs-containerization: v2_locations: - introduction.md year: N/A - addition_method: manual https://cloudnativenow.com: + addition_method: manual content_hash: 6a3865f85810d49686e46315c50e79ee2d70d2238e2f6f1580ee40e5f43b2820 health_score: 100.0 last_checked: 1779130494.963464 @@ -40545,8 +43264,8 @@ https://cloudnativenow.com: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://cloudnativenow.com/editorial-calendar/cloud-native-security/the-what-and-why-of-cloud-native-security: + addition_method: manual ai_summary: 'Deconstructs cloud-native security according to the 4Cs (Cloud, Cluster, Container, Code) structural model. Contrast: Curator Insight presents an abstract conceptual overview, while Live Grounding shows that modern network-layer enforcement @@ -40569,8 +43288,8 @@ https://cloudnativenow.com/editorial-calendar/cloud-native-security/the-what-and v2_locations: - devsecops.md year: '2021' - addition_method: manual https://cloudnativenow.com/features/4-expert-level-things-i-wish-id-known-about-kubernetes: + addition_method: manual content_hash: 50769b63295568f18ccc44d782ac33c1e3158b7e83f7f2107c76809dc91c46d2 health_score: 84.0 last_checked: 1779130494.977264 @@ -40581,8 +43300,8 @@ https://cloudnativenow.com/features/4-expert-level-things-i-wish-id-known-about- - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://cloudnativenow.com/features/9-open-source-developer-tools-for-kubernetes: + addition_method: manual content_hash: 5b10c16b8cee1450fcc77bb53075fd3728426c293688d84e17dd5d4af1c122c0 health_score: 100.0 last_checked: 1779130495.024146 @@ -40594,8 +43313,8 @@ https://cloudnativenow.com/features/9-open-source-developer-tools-for-kubernetes - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://cloudnativenow.com/features/assessing-the-true-cost-of-kubernetes: + addition_method: manual content_hash: 76b468019716c1e396ede63a9adc0a8d900f8d42900bcb2b36679e371bb35961 health_score: 100.0 last_checked: 1779130495.008428 @@ -40607,8 +43326,8 @@ https://cloudnativenow.com/features/assessing-the-true-cost-of-kubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://cloudnativenow.com/features/deploying-kubernetes-on-bare-metal: + addition_method: manual ai_summary: An architectural guide exploring the benefits and challenges of deploying production-grade Kubernetes directly onto bare-metal servers. It details how bypassing hypervisor virtualization layers reduces operational overhead and enhances I/O @@ -40631,8 +43350,8 @@ https://cloudnativenow.com/features/deploying-kubernetes-on-bare-metal: v2_locations: - kubernetes-on-premise.md year: '2022' - addition_method: manual https://cloudnativenow.com/features/gitlab-brings-kubernetes-operator-to-red-hat-openshift: + addition_method: manual ai_summary: This industry report analyzes GitLab's strategic expansion to the Red Hat OpenShift ecosystem through its official Kubernetes Operator. Modern cloud-native platform architectures require simplified, declarative provisioning paths for @@ -40656,8 +43375,8 @@ https://cloudnativenow.com/features/gitlab-brings-kubernetes-operator-to-red-hat v2_locations: - git.md year: '2021' - addition_method: manual https://cloudnativenow.com/features/gitops-the-missing-link-for-ci-cd-for-kubernetes: + addition_method: manual content_hash: 54b92223d8f5d450d2ecf0fe4656aae162ce47d08bd4fa70260f4c739ab8ecf5 health_score: 100.0 last_checked: 1779130494.992701 @@ -40669,8 +43388,8 @@ https://cloudnativenow.com/features/gitops-the-missing-link-for-ci-cd-for-kubern - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://cloudnativenow.com/features/gitops-workflows-expanding-beyond-kubernetes-clusters: + addition_method: manual content_hash: c0a534d5ef44b10c595bb5b931c7069cc6e71c8ebc050f432998eb3d147e927e health_score: 100.0 last_checked: 1779130495.003432 @@ -40682,8 +43401,8 @@ https://cloudnativenow.com/features/gitops-workflows-expanding-beyond-kubernetes - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://cloudnativenow.com/features/kubernetes-enables-devops-as-a-service-daas: + addition_method: manual content_hash: 2f38252910e6b3d10e50a945fd13b5e1669bc6b83b33bfdacd565393b71e7338 health_score: 100.0 last_checked: 1779130495.017816 @@ -40695,8 +43414,8 @@ https://cloudnativenow.com/features/kubernetes-enables-devops-as-a-service-daas: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://cloudnativenow.com/features/kubernetes-security-in-your-ci-cd-pipeline: + addition_method: manual ai_summary: Examines security best practices for embedding Kubernetes-focused vulnerability, manifest, and policy scanning within continuous deployment lifecycles. Discusses the transition from raw Docker registry checks to active policy enforcement during @@ -40719,8 +43438,8 @@ https://cloudnativenow.com/features/kubernetes-security-in-your-ci-cd-pipeline: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://cloudnativenow.com/features/linkerds-cncf-graduation-due-to-its-simplicity: + addition_method: manual content_hash: b40e2c34fd4bffa74127c30d2d3663f0b3f9c54c5a70e793b144f2da405cfb20 health_score: 100.0 last_checked: 1779130495.031891 @@ -40732,8 +43451,8 @@ https://cloudnativenow.com/features/linkerds-cncf-graduation-due-to-its-simplici - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://cloudnativenow.com/features/red-hat-ibm-launch-konveyor-to-aggregate-kubernetes-tools: + addition_method: manual content_hash: af9b5d725d36d69e1e14223fce3985e69ebec3e7a3758e2cefa5a9bf705d7214 health_score: 100.0 last_checked: 1779130494.973567 @@ -40745,8 +43464,8 @@ https://cloudnativenow.com/features/red-hat-ibm-launch-konveyor-to-aggregate-kub - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://cloudnativenow.com/features/red-hat-simplifies-kubernetes-cluster-management: + addition_method: manual content_hash: 11b4eb1553eb2485d5e352bf719c5d2baa8134d85d693a6a2fbcc5648341117c health_score: 100.0 last_checked: 1779130495.027146 @@ -40758,8 +43477,8 @@ https://cloudnativenow.com/features/red-hat-simplifies-kubernetes-cluster-manage - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://cloudnativenow.com/features/siloscape-the-dark-side-of-kubernetes: + addition_method: manual ai_summary: 'An analytical threat intelligence piece investigating Siloscape, a malware strain designed to compromise Windows containers in Kubernetes clusters. 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Key factors analyzed include strict regulatory compliance, @@ -40875,8 +43594,8 @@ https://cloudnativenow.com/features/when-kubernetes-as-a-service-doesnt-cut-it: v2_locations: - kubernetes-on-premise.md year: '2021' - addition_method: manual https://cloudnativenow.com/kubeconcnc/kubernetes-true-superpower-is-its-control-plane: + addition_method: manual content_hash: e90d7e55ddde4aaf4eb8e6cd6a7a74c7ff65c459ae7ee730bf58d54c4910ccd6 health_score: 84.0 last_checked: 1779130494.947783 @@ -40887,8 +43606,8 @@ https://cloudnativenow.com/kubeconcnc/kubernetes-true-superpower-is-its-control- - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://cloudnativenow.com/topics/cloudnativedevelopment/how-docker-and-kubernetes-work-together: + addition_method: manual health_score: 100.0 last_checked: 1779130495.013866 status: online @@ -40898,8 +43617,8 @@ https://cloudnativenow.com/topics/cloudnativedevelopment/how-docker-and-kubernet - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://cloudnativenow.com/topics/cloudnativedevelopment/how-the-rise-of-containers-will-drive-devops: + addition_method: manual content_hash: 2793765cb759caaae6b90145c869feadaf2d48c69cdbb08891e34ff527253401 health_score: 100.0 last_checked: 1779130494.971938 @@ -40911,8 +43630,8 @@ https://cloudnativenow.com/topics/cloudnativedevelopment/how-the-rise-of-contain - docs/devops.md v2_locations: - devops.md - addition_method: manual https://cloudnativenow.com/topics/cloudnativedevelopment/ibm-leverages-containers-to-advance-devops-on-mainframes: + addition_method: manual content_hash: 689fd1a40636b24cc057fc34a473e735dc772bdd146ab73bc6cb949a8d83462d health_score: 100.0 last_checked: 1779130494.929465 @@ -40924,8 +43643,8 @@ https://cloudnativenow.com/topics/cloudnativedevelopment/ibm-leverages-container - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://cloudnativenow.com/topics/cloudnativedevelopment/red-hat-adds-java-runtime-for-kubernetes-to-subscription: + addition_method: manual content_hash: 047ce29f0158a8947a72aa5d8cd04fdbe4ffb0d4bcbd486e86edc9b471d75d79 health_score: 100.0 last_checked: 1779130495.011206 @@ -40937,8 +43656,8 @@ https://cloudnativenow.com/topics/cloudnativedevelopment/red-hat-adds-java-runti - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://cloudnativenow.com/topics/cloudnativeplatforms/10-best-practices-worth-implementing-to-adopt-kubernetes: + addition_method: manual health_score: 100.0 last_checked: 1779130495.009634 status: online @@ -40948,8 +43667,8 @@ https://cloudnativenow.com/topics/cloudnativeplatforms/10-best-practices-worth-i - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://cloudnativenow.com/topics/cloudnativeplatforms/overcoming-kubernetes-infrastructure-challenges: + addition_method: manual content_hash: 2afa5ca912d6ef464c9eaaea839e95c7f06146df56463d5ebd7cbb7e736e08ad health_score: 100.0 last_checked: 1779130494.936773 @@ -40961,9 +43680,9 @@ https://cloudnativenow.com/topics/cloudnativeplatforms/overcoming-kubernetes-inf - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual ? https://cloudnativenow.com/topics/cloudnativeplatforms/rancher-labs-adds-support-for-longhorn-storage-on-kubernetes-clusters -: content_hash: 37fe183c04e21683a23dd98df7a2267889c5feec4f24498699814a43d4a2530c +: addition_method: manual + content_hash: 37fe183c04e21683a23dd98df7a2267889c5feec4f24498699814a43d4a2530c health_score: 100.0 last_checked: 1779130494.955897 needs_ai_refresh: true @@ -40974,8 +43693,8 @@ https://cloudnativenow.com/topics/cloudnativeplatforms/overcoming-kubernetes-inf - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-delivers-latest-kubernetes-enhancements: + addition_method: manual content_hash: 38c6c61647ba63fd0c852f1379cfa67e1d631adfdfc0a3ca172449a09b5d688a health_score: 100.0 last_checked: 1779130495.015771 @@ -40987,9 +43706,9 @@ https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-delivers-latest-k - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual ? https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-integrates-kubevirt-with-kubernetes-management-platform-from-sap -: content_hash: d711d1db52f437b1326ad69a173293c8220736e93e741435927f9a9cac8913c9 +: addition_method: manual + content_hash: d711d1db52f437b1326ad69a173293c8220736e93e741435927f9a9cac8913c9 health_score: 100.0 last_checked: 1779130494.929143 needs_ai_refresh: true @@ -41000,8 +43719,8 @@ https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-delivers-latest-k - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-platform-brings-kafka-closer-to-kubernetes: + addition_method: manual ai_summary: Discusses Strimzi operators on Red Hat OpenShift, evaluating how declaratively defined operators streamline stateful deployments and coordinate safe, automated rolling updates of Kafka nodes on Kubernetes. @@ -41022,8 +43741,8 @@ https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-platform-brings-k v2_locations: - message-queue.md year: '2020' - addition_method: manual https://cloudnativenow.com/topics/cloudnativesecurity/how-to-secure-your-kubernetes-cluster: + addition_method: manual ai_summary: A strategic guide to establishing cluster-wide security policies. It details the layers of security required from the underlying cloud provider network up to cluster API access, RBAC, and workload runtimes. @@ -41044,8 +43763,8 @@ https://cloudnativenow.com/topics/cloudnativesecurity/how-to-secure-your-kuberne v2_locations: - kubernetes-security.md year: '2020' - addition_method: manual https://cloudnativenow.com/topics/gitops-workflows-and-principles-for-kubernetes: + addition_method: manual content_hash: 0a4a059b581b1016f1dec53a6f7913b3d2421bbb98a395375407be4a8bdba703 health_score: 100.0 last_checked: 1779130494.949579 @@ -41057,8 +43776,8 @@ https://cloudnativenow.com/topics/gitops-workflows-and-principles-for-kubernetes - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://cloudnativenow.com/uncategorized/9-pillars-of-engineering-devops-with-kubernetes: + addition_method: manual content_hash: 218f367918f73d6864c50a9aa4a6e59751ac51446633a932c53b5e9e2de21ab4 health_score: 100.0 last_checked: 1779130494.937402 @@ -41070,8 +43789,8 @@ https://cloudnativenow.com/uncategorized/9-pillars-of-engineering-devops-with-ku - docs/devops.md v2_locations: - devops.md - addition_method: manual https://cloudnativesimplified.substack.com/p/tool-series-1-kcp: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -41085,21 +43804,21 @@ https://cloudnativesimplified.substack.com/p/tool-series-1-kcp: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://cloudnativetoolkit.dev/adopting/use-cases/gitops/gitops-ibm-cloud-paks: + addition_method: manual health_score: 80.0 last_checked: 1779034223.844624 v1_locations: - docs/demos.md - addition_method: manual https://cloudogu.com/en/blog: + addition_method: manual content_hash: a298f16198354314893af506971dfe33f8360dfd30b68edde8fbd91bd720eb5c health_score: 100.0 last_checked: 1779029574.052336 v1_locations: - docs/demos.md - addition_method: manual https://cloudogu.com/en/blog/cd-with-nexus-jenkins-ces: + addition_method: manual content_hash: cd1c538590522bb92b28c310c1eae9a40183f00c3b7e9e461185a61ce67a05a2 description: '' health_score: 100.0 @@ -41111,8 +43830,8 @@ https://cloudogu.com/en/blog/cd-with-nexus-jenkins-ces: - docs/demos.md - docs/registries.md year: N/A - addition_method: manual https://cloudogu.com/en/blog/gitops-tools: + addition_method: manual content_hash: 06987b214919f107e8536704903b9f4e23f12bd696c9e980b2c38e40edf4d567 description: '' health_score: 100.0 @@ -41123,8 +43842,8 @@ https://cloudogu.com/en/blog/gitops-tools: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example: + addition_method: manual content_hash: 97772e220e38d7f3baa85d8b4a2b65cdbf81514cdd3af55b8e6178e224a66e6e description: '' health_score: 100.0 @@ -41136,8 +43855,8 @@ https://cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://cloudonaut.io/advanved-aws-networking-pitfalls-that-you-should-avoid: + addition_method: manual content_hash: 3aef64a00f2bdc09327902dbe0edacc68339baf8a08b3426e8b2c9b16a122476 description: '' health_score: 100.0 @@ -41153,8 +43872,8 @@ https://cloudonaut.io/advanved-aws-networking-pitfalls-that-you-should-avoid: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://cloudonaut.io/aws-client-vpn-connected-with-the-cloud: + addition_method: manual content_hash: 7646ec7c4f734489b0ad7785101f7f3db28a10bfc76926a324e48fb91554b4d7 description: '' health_score: 100.0 @@ -41170,8 +43889,8 @@ https://cloudonaut.io/aws-client-vpn-connected-with-the-cloud: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://cloudonaut.io/ec2-checklist-seven-things-to-do-after-launching-an-instance: + addition_method: manual content_hash: dac8aff6b4f699aed2d9899b5d87654d008e314c2b1ce8ab70283ee9c9efac63 description: '' health_score: 100.0 @@ -41187,8 +43906,8 @@ https://cloudonaut.io/ec2-checklist-seven-things-to-do-after-launching-an-instan v2_locations: - aws.md year: N/A - addition_method: manual https://cloudonaut.io/getting-started-with-aws-cf-templates: + addition_method: manual content_hash: b53d3dd4bd23754eacf992b8dead88b3c5c9c136fe9e16eae2a13ab2a7c2f1ca description: '' health_score: 100.0 @@ -41204,8 +43923,8 @@ https://cloudonaut.io/getting-started-with-aws-cf-templates: v2_locations: - aws-iac.md year: N/A - addition_method: manual https://cloudonaut.io/scaling-container-clusters-on-aws-ecs-eks: + addition_method: manual ai_summary: Deep comparison analyzing container scaling mechanics and metrics between ECS (using ASGs) and EKS (using Cluster Autoscaler). The analysis explains scale-up and scale-down behaviors, node provisioning latencies, and resource utilization @@ -41236,8 +43955,8 @@ https://cloudonaut.io/scaling-container-clusters-on-aws-ecs-eks: - managed-kubernetes-in-public-cloud.md - aws-containers.md year: N/A - addition_method: manual https://cloudonaut.io/seamless-ec2-monitoring-with-the-unified-cloudwatch-agent: + addition_method: manual content_hash: 4ef98ba11e10e28bf4c00dbdbff15ef21342c28f0529779b2e5342cd08c1f68e description: '' health_score: 100.0 @@ -41253,8 +43972,8 @@ https://cloudonaut.io/seamless-ec2-monitoring-with-the-unified-cloudwatch-agent: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://cloudonaut.io/serverless-hybrid-cloud-accessing-an-api-gateway-via-vpn-or-direct-connect: + addition_method: manual ai_summary: An advanced networking guide explaining patterns to safely route traffic between corporate private datacenters and Amazon API Gateway endpoints using VPN tunnels or Direct Connect links. It addresses MTU mismatches, DNS routing challenges, @@ -41284,8 +44003,8 @@ https://cloudonaut.io/serverless-hybrid-cloud-accessing-an-api-gateway-via-vpn-o v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://cloudonaut.io/terraform-can-you-keep-a-secret: + addition_method: manual content_hash: ca2d7cd5b9d06306de6f6d45fce2128505f3768ab4d64e48f069ff329dae5559 description: '' health_score: 100.0 @@ -41301,8 +44020,8 @@ https://cloudonaut.io/terraform-can-you-keep-a-secret: v2_locations: - terraform.md year: N/A - addition_method: manual https://cloudonaut.io/what-architects-need-to-know-about-networking-on-aws: + addition_method: manual content_hash: 46646af41b8dbf57bbe6132c565ce2a57651d735e13eef659213994ac72a20a1 description: '' health_score: 100.0 @@ -41318,8 +44037,8 @@ https://cloudonaut.io/what-architects-need-to-know-about-networking-on-aws: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://cloudowski.com: + addition_method: manual content_hash: 034442683e7e9999d54756210e8067e219f53ddc0c5bb256f01b8916d0da27d2 description: '' health_score: 100.0 @@ -41335,8 +44054,8 @@ https://cloudowski.com: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://cloudowski.com/articles/honest-review-of-openshift-4: + addition_method: manual content_hash: d8fa11d4cdcf93bf74b29f78035f6179acf3b1685f928654fb7ba1f178ccf62e description: '' health_score: 100.0 @@ -41352,8 +44071,8 @@ https://cloudowski.com/articles/honest-review-of-openshift-4: v2_locations: - ocp4.md year: N/A - addition_method: manual https://cloudowski.com/articles/jenkins-on-openshift: + addition_method: manual ai_summary: Explores Cloud-Native custom Jenkins practices optimized specifically for OpenShift environments. Introduces the application of dynamic pod templates, native storage classes, and OAuth-based authentication to maximize pipeline resilience. @@ -41381,8 +44100,8 @@ https://cloudowski.com/articles/jenkins-on-openshift: v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-better-than-on-kubernetes: + addition_method: manual ai_summary: A technical architectural review contrasting OpenShift ImageStreams with standard Kubernetes container registry integrations. It explains how ImageStreams abstract container images and automate rolling deployments on build mutations. @@ -41411,8 +44130,8 @@ https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-be - registries.md - ocp4.md year: N/A - addition_method: manual https://cloudpak8s.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -41428,8 +44147,8 @@ https://cloudpak8s.io: - ibm_cloud.md - openshift.md year: N/A - addition_method: manual https://cloudpak8s.io/apps/cp4a_overview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -41447,8 +44166,8 @@ https://cloudpak8s.io/apps/cp4a_overview: - ibm_cloud.md - openshift.md year: N/A - addition_method: manual https://cloudpundit.com/2020/09/22/dont-boil-the-ocean-to-create-your-cloud: + addition_method: manual content_hash: 72e1b457330adad46dc28c211d9ce1039151df04dfe6522a3c145d93b57d9d31 description: '' health_score: 100.0 @@ -41464,8 +44183,8 @@ https://cloudpundit.com/2020/09/22/dont-boil-the-ocean-to-create-your-cloud: v2_locations: - introduction.md year: N/A - addition_method: manual https://cloudscaling.com/blog/cloud-computing/the-history-of-pets-vs-cattle: + addition_method: manual content_hash: 1aa81e57f5bc53282fa442bb5b9bb10291527c021434a3be4ec7fae27882d1df health_score: 100.0 last_checked: 1779030115.809354 @@ -41479,8 +44198,8 @@ https://cloudscaling.com/blog/cloud-computing/the-history-of-pets-vs-cattle: v2_locations: - introduction.md - about.md - addition_method: manual https://cloudskills.io/blog/git-azure-devops: + addition_method: manual content_hash: 0f6f4a758b9bf5b93d6bd08641f5e3509efd1b680b57e34fd366d1d5c1c84203 description: '' health_score: 100.0 @@ -41492,8 +44211,8 @@ https://cloudskills.io/blog/git-azure-devops: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -41511,8 +44230,8 @@ https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51: - kubernetes-tools.md - terraform.md year: N/A - addition_method: manual https://cloudtweaks.com/2019/05/devops-secure-and-scalable-ci-cd-pipeline-with-aws: + addition_method: manual ai_summary: A practical guide illustrating architectural patterns for building resilient and secure continuous integration and delivery pipelines within the AWS ecosystem. Analyzes core components such as AWS CodePipeline, CodeBuild, and security best @@ -41542,8 +44261,8 @@ https://cloudtweaks.com/2019/05/devops-secure-and-scalable-ci-cd-pipeline-with-a - devops-tools.md - devops.md year: N/A - addition_method: manual https://cloudyuga.guru/blogs/k8s-qos-oomkilled: + addition_method: manual content_hash: 5471315fe7b2783b67d3423605497653767f21d30a440cfb51866a404a8b5d79 health_score: 100.0 last_checked: 1779130494.979806 @@ -41555,8 +44274,8 @@ https://cloudyuga.guru/blogs/k8s-qos-oomkilled: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://cloudyuga.guru/hands_on_lab/k8s-qos-oomkilled: + addition_method: manual content_hash: cd75e5580b09ed11ee77f578f2ad7892db76470d91d4b4574f69dda3abfec66c description: '' health_score: 100.0 @@ -41568,8 +44287,8 @@ https://cloudyuga.guru/hands_on_lab/k8s-qos-oomkilled: v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://cluster-api.sigs.k8s.io: + addition_method: manual ai_summary: The official Kubernetes Special Interest Group (SIG) project extending Kubernetes with declarative, Kubernetes-style APIs to manage the lifecycle of Kubernetes clusters. It implements custom resources (e.g., Clusters, Machines) @@ -41600,8 +44319,8 @@ https://cluster-api.sigs.k8s.io: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class: + addition_method: manual content_hash: 8582ca861508ecd7136652bf48badabb290a3df5435676697444daf07f7148df description: '' health_score: 100.0 @@ -41622,8 +44341,8 @@ https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class: - iac.md - kubernetes.md year: N/A - addition_method: manual https://cmcrowell.com/cheat-sheet: + addition_method: manual content_hash: d1cb9bd58892d19b1e64ad84e00b9297f9ebd63961d692f263246110267fc92e description: '' health_score: 100.0 @@ -41639,8 +44358,8 @@ https://cmcrowell.com/cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://cmder.net: + addition_method: manual content_hash: fa2497b2062a9ac2f0b6adedfd771d38685f51faf00822e020b02ee9f9562230 description: '' health_score: 100.0 @@ -41656,8 +44375,8 @@ https://cmder.net: v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://cnab.io: + addition_method: manual content_hash: 1f6ccadf4fe55b28fe56a25d41820dde0db95bf5f7d69b897890d2d1013be317 description: '' health_score: 100.0 @@ -41674,8 +44393,8 @@ https://cnab.io: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://code-dog.app: + addition_method: manual content_hash: 98841417eb6e422dfd5f661abd3bf31cf6b5a767f55823bfde792ade881952eb description: '' health_score: 100.0 @@ -41691,8 +44410,8 @@ https://code-dog.app: v2_locations: - git.md year: N/A - addition_method: manual https://code-maze.com/ci-jenkins-docker: + addition_method: manual content_hash: 91e45913601121fd8a728ebaaf3ee131149ceb6e9fb5a84bf553833d41ecc263 description: '' health_score: 100.0 @@ -41708,8 +44427,53 @@ https://code-maze.com/ci-jenkins-docker: v2_locations: - jenkins.md year: N/A - addition_method: manual +https://code.claude.com/docs/en/terminal-config: + addition_method: automatic + ai_summary: '**Curator Insight:** Claude Code represents a massive paradigm shift + in terminal-based CLI environments, transforming the shell into an interactive, + agentic coding platform. + + **Live Grounding:** This configuration guide provides precise, actionable instructions + for fine-tuning CLI interactions, custom notification hooks, sound-based approval + alerts, and tmux integrations. + + * **Architectural Significance:** Demonstrates how local terminal processes + safely coordinate with cloud-hosted models using strict sandboxing and localized + event listeners. + + * **Technical Highlights:** Explains settings customization scopes, environment + variable overrides, and the configuration of notification hooks to optimize developer + attention budgets.' + category: ai-agents-mcp + complexity: advanced + content_hash: 5e249a89200415b38019943ba0ffa45ca3bd85bd487958b32e06ded8ee3bb5c9 + description: Official instructions for configuring terminals running Claude Code, + addressing multiline prompts, custom settings scopes, terminal bells, and macOS + shortcuts. + hierarchy: + - Artificial Intelligence + - Developer Tools + - AI Coding Agents + - CLI Configuration + is_microservice: false + language: en + last_checked: 1780352272.994116 + reputation_status: Vetted + reputation_summary: Highly vetted. Claude Code CLI is a production-stable tool with + excellent reviews across Hacker News and Reddit communities. + resource_type: documentation + social_preview_url: https://claude-code.mintlify.app/_next/image?url=%2F_mintlify%2Fapi%2Fog%3Fdivision%3DInterface%26appearance%3Dsystem%26title%3DConfigure%2Byour%2Bterminal%2Bfor%2BClaude%2BCode%26description%3DFix%2BShift%252BEnter%2Bfor%2Bnewlines%252C%2Bget%2Ba%2Bterminal%2Bbell%2Bwhen%2BClaude%2Bfinishes%252C%2Bconfigure%2Btmux%252C%2Bmatch%2Bthe%2Bcolor%2Btheme%252C%2Band%2Benable%2BVim%2Bmode%2Bin%2Bthe%2BClaude%2BCode%2BCLI.%26logoLight%3Dhttps%253A%252F%252Fmintcdn.com%252Fclaude-code%252Fc5r9_6tjPMzFdDDT%252Flogo%252Flight.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Dc5r9_6tjPMzFdDDT%2526q%253D85%2526s%253D78fd01ff4f4340295a4f66e2ea54903c%26logoDark%3Dhttps%253A%252F%252Fmintcdn.com%252Fclaude-code%252Fc5r9_6tjPMzFdDDT%252Flogo%252Fdark.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Dc5r9_6tjPMzFdDDT%2526q%253D85%2526s%253D1298a0c3b3a1da603b190d0de0e31712%26primaryColor%3D%25230E0E0E%26lightColor%3D%2523D4A27F%26darkColor%3D%25230E0E0E%26backgroundLight%3D%2523FDFDF7%26backgroundDark%3D%252309090B&w=1200&q=100 + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: devops-tools + tags: + - DE FACTO STANDARD + - ENTERPRISE-STABLE + title: Configure your terminal for Claude Code - Claude Code Docs + year: '2025' https://code.egym.de/horizontal-pod-autoscaler-in-kubernetes-part-1-simple-autoscaling-using-metrics-server-929e96cc2ab2: + addition_method: manual content_hash: 4b31f7445cee6655193b83ff118a12c17c1fdeab5e636ec21e7f49d94e6d6a9f description: '' health_score: 100.0 @@ -41725,8 +44489,8 @@ https://code.egym.de/horizontal-pod-autoscaler-in-kubernetes-part-1-simple-autos v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://code.egym.de/vertical-pod-autoscaler-in-kubernetes-b12a5c61393f: + addition_method: manual content_hash: 70fbfbbe2cb5d6d4b276586d02cc636685b996e41120229067e155cc29f55de1 description: '' health_score: 100.0 @@ -41741,8 +44505,8 @@ https://code.egym.de/vertical-pod-autoscaler-in-kubernetes-b12a5c61393f: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://code.joejag.com/2021/i-am-aws-certified-should-you-trust-me.html: + addition_method: manual ai_summary: An analytical, engineering-focused case critique dissecting the real-world operational value of cloud credentials versus actual system debugging experience. complexity: Intermediate @@ -41768,8 +44532,8 @@ https://code.joejag.com/2021/i-am-aws-certified-should-you-trust-me.html: v2_locations: - elearning.md year: N/A - addition_method: manual https://code.likeagirl.io/docker-setup-simple-application-with-mongodb-for-data-storage-272bdb3036ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -41784,8 +44548,8 @@ https://code.likeagirl.io/docker-setup-simple-application-with-mongodb-for-data- v2_locations: - nosql.md year: N/A - addition_method: manual https://code.tutsplus.com/tutorials/rest-vs-grpc-battle-of-the-apis--cms-30711: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -41799,8 +44563,8 @@ https://code.tutsplus.com/tutorials/rest-vs-grpc-battle-of-the-apis--cms-30711: v2_locations: - api.md year: N/A - addition_method: manual https://code.visualstudio.com: + addition_method: manual content_hash: c3c50a8f061161616e6c3a3783c83deffa3891653bae2a24cfe414f69e3e58d6 description: '' health_score: 100.0 @@ -41816,8 +44580,8 @@ https://code.visualstudio.com: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/blogs/2021/06/10/remote-repositories: + addition_method: manual content_hash: e3767f503d90547e090c4895a5cb574e94dd947cf8af0bda1408bc5ec0f5cd77 description: '' health_score: 100.0 @@ -41833,8 +44597,8 @@ https://code.visualstudio.com/blogs/2021/06/10/remote-repositories: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/blogs/2021/10/20/vscode-dev?WT.mc_id=devcloud-46480-cxa: + addition_method: manual content_hash: 77e9ffd05ce9c5bc89094f10ffe02454d9be4e754cf99edb47e4fb29e5066dd9 description: '' health_score: 100.0 @@ -41845,8 +44609,8 @@ https://code.visualstudio.com/blogs/2021/10/20/vscode-dev?WT.mc_id=devcloud-4648 v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/docs/azure/kubernetes: + addition_method: manual content_hash: 6c06929236af06eafecdc5a45ed2ec89a83144f4df8b0dbd20731faf2ffa0c40 description: '' health_score: 100.0 @@ -41862,8 +44626,8 @@ https://code.visualstudio.com/docs/azure/kubernetes: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/docs/copilot/overview: + addition_method: manual content_hash: 146c1d3f794a0d9c79c45d1d9be96516d6a6174f75f3a2c0df57ac82f9826d46 description: '' health_score: 100.0 @@ -41879,8 +44643,8 @@ https://code.visualstudio.com/docs/copilot/overview: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/docs/datascience/data-wrangler: + addition_method: manual content_hash: 6b151dd3240977cb18c76aa240be56fb4d4fb8bce8a9d87f67f1a9465bde497a description: '' health_score: 100.0 @@ -41900,8 +44664,8 @@ https://code.visualstudio.com/docs/datascience/data-wrangler: - demos.md - visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/docs/editor/integrated-terminal: + addition_method: manual content_hash: 59d82b23dc3e37c81cdd54c0eb808b62b2433fc566eea0670cd208bfa4077466 description: '' health_score: 100.0 @@ -41912,8 +44676,8 @@ https://code.visualstudio.com/docs/editor/integrated-terminal: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/docs/editor/versioncontrol: + addition_method: manual content_hash: 08a30b246d1c850dfc56949b05d5bdeb0712aa55d87aa8ab17c2b977c1b8c9a0 description: '' health_score: 100.0 @@ -41924,8 +44688,8 @@ https://code.visualstudio.com/docs/editor/versioncontrol: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/docs/java/java-project: + addition_method: manual ai_summary: Official documentation detailing project management configurations, build tool integration (Maven/Gradle), and workspace settings for Java development within Visual Studio Code. It provides technical insights into using the Language @@ -41954,8 +44718,8 @@ https://code.visualstudio.com/docs/java/java-project: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://code.visualstudio.com/docs/sourcecontrol/overview: + addition_method: manual content_hash: ca9d892187473e14d09fb96087e961ef9a13f9dbbb6c07142cc0b7f22419d0fd health_score: 100.0 last_checked: 1779130494.967761 @@ -41967,8 +44731,8 @@ https://code.visualstudio.com/docs/sourcecontrol/overview: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://code.visualstudio.com/docs/terminal/basics: + addition_method: manual content_hash: bc875417bf381c54b67f6509195ddbf988e2585a10083abe52c8e9ade592f68f health_score: 100.0 last_checked: 1779130495.007689 @@ -41980,8 +44744,8 @@ https://code.visualstudio.com/docs/terminal/basics: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://code.visualstudio.com/shortcuts/keyboard-shortcuts-linux.pdf: + addition_method: manual content_hash: 6b4c15228763e7088a84b43e8b4063c22658fc9bdf8f903e10d3d039b9253d06 description: '' health_score: 100.0 @@ -41997,8 +44761,8 @@ https://code.visualstudio.com/shortcuts/keyboard-shortcuts-linux.pdf: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/shortcuts/keyboard-shortcuts-macos.pdf: + addition_method: manual content_hash: adc8651d12a6efca877f34991a1dae66a6f7f3da3e0a29d654fb9145d9b0398d description: '' health_score: 100.0 @@ -42014,8 +44778,8 @@ https://code.visualstudio.com/shortcuts/keyboard-shortcuts-macos.pdf: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/shortcuts/keyboard-shortcuts-windows.pdf: + addition_method: manual content_hash: b506af005a8a81952aed09e56515b127eae6cfd30f1bfbb563c86e5d5ef53d35 description: '' health_score: 100.0 @@ -42031,8 +44795,8 @@ https://code.visualstudio.com/shortcuts/keyboard-shortcuts-windows.pdf: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/updates: + addition_method: manual content_hash: 616b20408208ff618eb627b4845cffa696d673acafca27d440b77d95b6d7e902 description: '' health_score: 100.0 @@ -42043,8 +44807,8 @@ https://code.visualstudio.com/updates: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://code.visualstudio.com/updates/v1_120: + addition_method: manual content_hash: 1cec3d87564a1c68f19475ed0cc875323d68bb5d474b0db3a601f50b4c927093 health_score: 100.0 last_checked: 1779130494.933967 @@ -42056,8 +44820,8 @@ https://code.visualstudio.com/updates/v1_120: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://code.visualstudio.com/updates/v1_120/v1_46: + addition_method: manual health_score: 64.0 last_checked: 1779130495.00055 review_metadata: @@ -42072,8 +44836,8 @@ https://code.visualstudio.com/updates/v1_120/v1_46: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://code.visualstudio.com/updates/v1_46: + addition_method: manual content_hash: 20bc67890f72a2ec85a95c3b852c2e894cd61d69ed160ee6171864b94c7fd564 description: '' health_score: 100.0 @@ -42084,8 +44848,8 @@ https://code.visualstudio.com/updates/v1_46: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://codebeautify.org/yaml-validator: + addition_method: manual ai_summary: A popular web-based utility for validating, formatting, and parsing YAML configuration data structures. It allows cloud-native engineers to instantly paste and sanitize complex markup payloads, validating basic syntax conformity @@ -42114,8 +44878,8 @@ https://codebeautify.org/yaml-validator: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://codeberg.org/hjacobs/kube-downscaler: + addition_method: manual content_hash: 282b96be5a901f9ad83e66bb7c4b5fe961801e7d2ff5f39ce9bd17f5d9ac0d16 description: '' health_score: 100.0 @@ -42131,8 +44895,8 @@ https://codeberg.org/hjacobs/kube-downscaler: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://codeberg.org/hjacobs/kube-janitor: + addition_method: manual content_hash: cb54d2f5d93f3e1fac684b9b86ef71cf1900b75a1972d9706ffc91ab45e4c4c0 description: '' health_score: 100.0 @@ -42148,8 +44912,8 @@ https://codeberg.org/hjacobs/kube-janitor: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://codeburst.io/7-kubernetes-security-best-practices-you-must-follow-ae32f1ed6444: + addition_method: manual ai_summary: A quick-reference article outlining seven fundamental security best practices for Kubernetes. It focuses on enabling RBAC, isolating network policies, using namespaces, securing the API server, and container image scanning basics. @@ -42175,8 +44939,8 @@ https://codeburst.io/7-kubernetes-security-best-practices-you-must-follow-ae32f1 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://codeburst.io/a-resource-for-all-things-git-b63d6626beca: + addition_method: manual ai_summary: An extensive index of books, terminal extensions, interactive games, and developer platforms designed to train engineers on Git capabilities. This database is an excellent resource for platform builders organizing standard developer @@ -42203,8 +44967,8 @@ https://codeburst.io/a-resource-for-all-things-git-b63d6626beca: v2_locations: - git.md year: N/A - addition_method: manual https://codeburst.io/creating-a-local-development-kubernetes-cluster-with-k3s-and-traefik-proxy-7a5033cb1c2d: + addition_method: manual content_hash: a9a31b9bd9e31abde48529da315eef3fb260b244667386c760638031848b9f8c description: '' health_score: 100.0 @@ -42220,8 +44984,8 @@ https://codeburst.io/creating-a-local-development-kubernetes-cluster-with-k3s-an v2_locations: - rancher.md year: N/A - addition_method: manual https://codeburst.io/debug-your-code-using-git-bisect-45db2983cc69: + addition_method: manual ai_summary: A highly practical tutorial on utilizing `git bisect` to locate bad commits via an automated binary search process. It details how developers can integrate automated shell test scripts to quickly isolate the exact code commit @@ -42248,8 +45012,8 @@ https://codeburst.io/debug-your-code-using-git-bisect-45db2983cc69: v2_locations: - git.md year: N/A - addition_method: manual https://codeburst.io/getting-started-with-kubernetes-deploy-a-docker-container-with-kubernetes-in-5-minutes-eb4be0e96370: + addition_method: manual content_hash: cbd7edcdec6e299dfecf7a7c042d81c17948f01ee0c43673d07366454c28f6d6 description: '' health_score: 100.0 @@ -42265,8 +45029,8 @@ https://codeburst.io/getting-started-with-kubernetes-deploy-a-docker-container-w v2_locations: - demos.md year: N/A - addition_method: manual https://codeburst.io/google-kubernetes-engine-logging-by-example-df6946dcba6b: + addition_method: manual ai_summary: A practical exploration of structural application logging inside GKE via Cloud Logging. Covers structured JSON formatting, log filtration techniques, and exports for audit compliance tasks. @@ -42293,8 +45057,8 @@ https://codeburst.io/google-kubernetes-engine-logging-by-example-df6946dcba6b: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://codeburst.io/kubernetes-ckad-weekly-challenges-overview-and-tips-7282b36a2681: + addition_method: manual content_hash: a6d477e65c3fc27835ad5e52d7cf6743eb8cbbb26fbb4d45b740ac6a1a1abbb6 description: '' health_score: 100.0 @@ -42309,8 +45073,8 @@ https://codeburst.io/kubernetes-ckad-weekly-challenges-overview-and-tips-7282b36 v2_locations: - demos.md year: N/A - addition_method: manual https://codeburst.io/spinnaker-by-example-part-1-c4de9180d689: + addition_method: manual content_hash: 3712780b91ff314cb747343c152b0eebb686c08ec47d514b20a606652df12956 description: '' health_score: 100.0 @@ -42325,8 +45089,8 @@ https://codeburst.io/spinnaker-by-example-part-1-c4de9180d689: v2_locations: - demos.md year: N/A - addition_method: manual https://codeburst.io/spinnaker-by-example-part-2-6f92a1fdaedf: + addition_method: manual content_hash: 46ddc3899543235a90ecfa0209e0aaa7ea6f4bc9aaa0f9943b8b89c63d393fc2 description: '' health_score: 100.0 @@ -42341,8 +45105,8 @@ https://codeburst.io/spinnaker-by-example-part-2-6f92a1fdaedf: v2_locations: - demos.md year: N/A - addition_method: manual https://codeburst.io/spinnaker-by-example-part-3-c6ed9ac5f8ce: + addition_method: manual content_hash: 316f42a79c05f687e47962b9e921bf698b354a5361f5ad3b35a567ab27a57f40 description: '' health_score: 100.0 @@ -42357,8 +45121,8 @@ https://codeburst.io/spinnaker-by-example-part-3-c6ed9ac5f8ce: v2_locations: - demos.md year: N/A - addition_method: manual https://codecatalyst.aws/explore: + addition_method: manual content_hash: e65bb57be61bdb25a3b26f49329655dacb9a46827f58ee5daef5cb3d5784e17e description: '' health_score: 100.0 @@ -42374,8 +45138,8 @@ https://codecatalyst.aws/explore: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://codeengineered.com/blog/2020/helm-find-charts: + addition_method: manual ai_summary: A reference article identifying leading public and private directories for sourcing Helm charts. It helps developers locate stable, community-vetted charts, bridging the gap before major consolidation initiatives like Artifact @@ -42403,8 +45167,8 @@ https://codeengineered.com/blog/2020/helm-find-charts: v2_locations: - helm.md year: N/A - addition_method: manual https://codefresh.io: + addition_method: manual content_hash: c5b89e256399ff84c91434c748a633841df6651452f4ae81f74a024bd49eb2e0 description: '' health_score: 100.0 @@ -42415,8 +45179,8 @@ https://codefresh.io: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://codefresh.io/about-gitops/applied-gitops-with-kustomize: + addition_method: manual content_hash: 5ae0c238d46eba463cdda45774b93efa0d0f7aba222e154d930a8c8c08578f8d description: '' health_score: 100.0 @@ -42427,8 +45191,8 @@ https://codefresh.io/about-gitops/applied-gitops-with-kustomize: v1_locations: - docs/kustomize.md year: N/A - addition_method: manual https://codefresh.io/about-gitops/branches-gitops-environments: + addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 description: '' health_score: 100.0 @@ -42439,8 +45203,8 @@ https://codefresh.io/about-gitops/branches-gitops-environments: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://codefresh.io/about-gitops/gitops-for-infrastructure-and-applications: + addition_method: manual content_hash: 4686d66e56913576d702fb3e56a63f7b09223ffdbb0deae915c87273ff68872e description: '' health_score: 100.0 @@ -42452,8 +45216,8 @@ https://codefresh.io/about-gitops/gitops-for-infrastructure-and-applications: v1_locations: - docs/crossplane.md year: N/A - addition_method: manual https://codefresh.io/about-gitops/pains-gitops-1-0: + addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 description: '' health_score: 100.0 @@ -42464,8 +45228,8 @@ https://codefresh.io/about-gitops/pains-gitops-1-0: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://codefresh.io/blog/how-to-model-your-gitops-environments-and-promote-releases-between-them: + addition_method: manual content_hash: 5537a86599bc756fe86bcb381db7c1793dd000a2271c19b1498049e5eaeef55c description: '' health_score: 100.0 @@ -42477,8 +45241,8 @@ https://codefresh.io/blog/how-to-model-your-gitops-environments-and-promote-rele v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://codefresh.io/blog/kubernetes-antipatterns-1: + addition_method: manual content_hash: 52117933a51b0c11f94eea34f73056b95ccdc390c540dca952a7245ada44824e description: '' health_score: 100.0 @@ -42489,8 +45253,8 @@ https://codefresh.io/blog/kubernetes-antipatterns-1: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://codefresh.io/blog/kubernetes-antipatterns-2: + addition_method: manual content_hash: 0d6362111d7da6211c8c0cd56f07cad69fd8e085d59248fbf9985c42bcad657d description: '' health_score: 100.0 @@ -42501,8 +45265,8 @@ https://codefresh.io/blog/kubernetes-antipatterns-2: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://codefresh.io/blog/progressive-delivery-for-kubernetes-config-maps-using-argo-rollouts: + addition_method: manual content_hash: 6b198f49d9711a497f15a6da56c880503e1892be42d081099d23dd665ad03a41 description: '' health_score: 100.0 @@ -42514,8 +45278,8 @@ https://codefresh.io/blog/progressive-delivery-for-kubernetes-config-maps-using- v1_locations: - docs/argo.md year: N/A - addition_method: manual https://codefresh.io/blog/using-argo-cd-and-kustomize-for-configmap-rollouts: + addition_method: manual content_hash: 5a67092ce19f58852c67a8dc5e4e6174e05c0f4d80b5f27505a2d97d3e6944c8 description: '' health_score: 100.0 @@ -42526,8 +45290,8 @@ https://codefresh.io/blog/using-argo-cd-and-kustomize-for-configmap-rollouts: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://codefresh.io/containers/docker-anti-patterns: + addition_method: manual content_hash: 66f2b0a65719e381fe146228bf5a8003f14301362b775cc4975a8498d80acb20 description: '' health_score: 100.0 @@ -42538,8 +45302,8 @@ https://codefresh.io/containers/docker-anti-patterns: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://codefresh.io/devops/pains-gitops-1-0: + addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 description: '' health_score: 100.0 @@ -42550,8 +45314,8 @@ https://codefresh.io/devops/pains-gitops-1-0: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://codefresh.io/helm-tutorial/kanban-promotion-boards: + addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 description: '' health_score: 100.0 @@ -42562,8 +45326,8 @@ https://codefresh.io/helm-tutorial/kanban-promotion-boards: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://codefresh.io/helm-tutorial/taking-helm-3-spin: + addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 description: '' health_score: 100.0 @@ -42574,8 +45338,8 @@ https://codefresh.io/helm-tutorial/taking-helm-3-spin: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://codefresh.io/helm-tutorial/using-helm-with-gitops: + addition_method: manual content_hash: 580236e6727d60c7192f915d47ac819ff0a88b1165845d880227b3d65994db08 description: '' health_score: 100.0 @@ -42586,8 +45350,8 @@ https://codefresh.io/helm-tutorial/using-helm-with-gitops: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://codefresh.io/howtos/local-k8s-draft-skaffold-garden: + addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 description: '' health_score: 100.0 @@ -42599,8 +45363,8 @@ https://codefresh.io/howtos/local-k8s-draft-skaffold-garden: v1_locations: - docs/scaffolding.md year: N/A - addition_method: manual https://codefresh.io/kubernetes-tutorial/okteto: + addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 description: '' health_score: 100.0 @@ -42611,8 +45375,8 @@ https://codefresh.io/kubernetes-tutorial/okteto: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://codefresh.io/kubernetes-tutorial/telepresence-2-local-development: + addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 description: '' health_score: 100.0 @@ -42623,8 +45387,8 @@ https://codefresh.io/kubernetes-tutorial/telepresence-2-local-development: v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://codegiant.io/home: + addition_method: manual ai_summary: An integrated development platform offering secure Git repositories, issue tracking, continuous integration, and documentation hosting in a unified, enterprise-grade portal. Facilitates rapid development with modular workflows. @@ -42651,8 +45415,8 @@ https://codegiant.io/home: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://codely.com/en: + addition_method: manual ai_summary: A high-end educational platform focused heavily on Domain-Driven Design (DDD), clean architecture patterns, and resilient microservices systems. Features deep structural methodologies for senior developers. @@ -42673,8 +45437,8 @@ https://codely.com/en: v2_locations: - elearning.md year: '2025' - addition_method: manual https://codely.tv: + addition_method: manual content_hash: 6eb312b14121050a88491bcf4d3cabc8e781402c55b54298304ea21c762ee80e description: '' health_score: 100.0 @@ -42685,8 +45449,8 @@ https://codely.tv: v1_locations: - docs/elearning.md year: N/A - addition_method: manual https://codeopinion.com/event-sourcing-vs-event-driven-architecture: + addition_method: manual ai_summary: Clarifies the critical distinctions and synergies between Event Sourcing (capturing state transitions as events) and Event-Driven Architecture (broadcasting state changes). It uses architectural examples to prevent common integration anti-patterns. @@ -42715,8 +45479,8 @@ https://codeopinion.com/event-sourcing-vs-event-driven-architecture: v2_locations: - message-queue.md year: N/A - addition_method: manual https://codeopinion.com/splitting-up-a-monolith-into-microservices: + addition_method: manual content_hash: 70b94f92e5164e5ef49988e1e8044c9203d567a4bb0084f6447408259720e2b4 description: '' health_score: 100.0 @@ -42732,8 +45496,8 @@ https://codeopinion.com/splitting-up-a-monolith-into-microservices: v2_locations: - introduction.md year: N/A - addition_method: manual https://codeopinion.com/troubleshooting-kafka-with-2000-microservices: + addition_method: manual content_hash: a33e7dad3c326169d823352e3d64ca282067c6866a1dc1b617d70d832955f90c description: '' health_score: 100.0 @@ -42749,8 +45513,8 @@ https://codeopinion.com/troubleshooting-kafka-with-2000-microservices: v2_locations: - demos.md year: N/A - addition_method: manual https://codersociety.com/blog/articles/helm-best-practices: + addition_method: manual ai_summary: Curation of 13 battle-tested engineering guidelines for authoring Helm Charts. Covers formatting patterns, values mapping, naming rules, and GitOps integration schemas. @@ -42778,8 +45542,8 @@ https://codersociety.com/blog/articles/helm-best-practices: v2_locations: - helm.md year: N/A - addition_method: manual https://coderstan.com/2022/07/15/spark-on-kubernetes-launching-millions-of-spark-executors: + addition_method: manual ai_summary: Curator Insight details lessons from Databricks' deployment of millions of Spark executors on Kubernetes. Live Grounding highlights Spark's core challenges in cluster autoscaling and executor lost events. This resource outlines precise @@ -42808,8 +45572,8 @@ https://coderstan.com/2022/07/15/spark-on-kubernetes-launching-millions-of-spark v2_locations: - kubernetes-bigdata.md year: N/A - addition_method: manual https://codesolid.com/how-to-use-docker-with-python: + addition_method: manual content_hash: 9894e546ae25873525dd7b3d586ff3fc1aa219d095b1513a57de85f93410efe7 description: '' health_score: 100.0 @@ -42825,8 +45589,8 @@ https://codesolid.com/how-to-use-docker-with-python: v2_locations: - docker.md year: N/A - addition_method: manual https://codesolid.com/python-lists: + addition_method: manual content_hash: f46beeb0fb7ec33c66b26135d1a06b1fef673b1cdad38394031cbb96eea0d11f description: '' health_score: 100.0 @@ -42843,8 +45607,8 @@ https://codesolid.com/python-lists: v2_locations: - python.md year: N/A - addition_method: manual https://codewithme.cloud/posts/2024/02/why-arent-you-using-secretless-authentication: + addition_method: manual content_hash: e3b62b1cd6a56d7374594e85fdc8d298d6d664d3b595d17c8cb6928252b2fb66 description: '' health_score: 100.0 @@ -42860,8 +45624,8 @@ https://codewithme.cloud/posts/2024/02/why-arent-you-using-secretless-authentica v2_locations: - azure.md year: N/A - addition_method: manual https://codingfriend.medium.com/docker-swarm-cheatsheet-22665e3278b1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -42875,8 +45639,8 @@ https://codingfriend.medium.com/docker-swarm-cheatsheet-22665e3278b1: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://codingharbour.com/kafkacat-cheatsheet: + addition_method: manual content_hash: 962ba54372cf872030ff78d0934992bd90f27dfad36e607d1ae77d21cd4593de description: '' health_score: 100.0 @@ -42891,8 +45655,8 @@ https://codingharbour.com/kafkacat-cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://codingpotions.com/salarios-programadores-2021: + addition_method: manual ai_summary: Provides a thorough compensation breakdown across different technical roles, experience levels (Junior, Mid, Senior), and geographical regions within the Spanish software sector in 2021. Establishes baseline metrics for salary negotiations. @@ -42920,8 +45684,8 @@ https://codingpotions.com/salarios-programadores-2021: v2_locations: - recruitment.md year: N/A - addition_method: manual https://colab.research.google.com/drive/1m6ZjIJBxU20kxI9zTZqeMEVSq1FL0pNa?usp=sharing: + addition_method: manual content_hash: cbc6133002b8dc0dc56ddde5c8c7b54b676c1ba874e17b68f47df0262b029dda description: '' health_score: 100.0 @@ -42932,8 +45696,8 @@ https://colab.research.google.com/drive/1m6ZjIJBxU20kxI9zTZqeMEVSq1FL0pNa?usp=sh v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://collabnix.com/10-kubernetes-best-practices-to-get-you-started: + addition_method: manual content_hash: 0aa858ab5507849a01a81e411995fa8dbb371172665d7d8af92d5ca2b9c8d853 description: '' health_score: 100.0 @@ -42949,8 +45713,8 @@ https://collabnix.com/10-kubernetes-best-practices-to-get-you-started: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://collabnix.com/applying-devsecops-practices-to-kubernetes: + addition_method: manual ai_summary: Explains how to integrate DevSecOps methodologies directly into the lifecycle of containerized infrastructure. Curator insight covers pipeline integration of vulnerability scanners, registry signing, and runtime audit tools. Live grounding @@ -42979,8 +45743,8 @@ https://collabnix.com/applying-devsecops-practices-to-kubernetes: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://collabnix.com/kubernetes-crud-operation-using-go-on-docker-desktop: + addition_method: manual ai_summary: Curator Insight details setting up a local Docker Desktop Kubernetes instance and running basic CRUD client-go scripts. Live Grounding identifies this as an entry-level tutorial for engineers bridging local development with Kubernetes @@ -43010,8 +45774,8 @@ https://collabnix.com/kubernetes-crud-operation-using-go-on-docker-desktop: v2_locations: - golang.md year: N/A - addition_method: manual https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin: + addition_method: manual ai_summary: Technical walkthrough on using the kubectl-openai plugin. Details how natural language prompts are parsed and securely converted into compliant Kubernetes manifest definitions or localized query commands. @@ -43038,8 +45802,8 @@ https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin: v2_locations: - ai.md year: N/A - addition_method: manual https://collabnix.com/the-ultimate-docker-tutorial-for-automation-testing: + addition_method: manual content_hash: aed028e7bdde7c1b2f466371430c68b29d4c344ad201695ad903798bd5869109 description: '' health_score: 100.0 @@ -43055,8 +45819,8 @@ https://collabnix.com/the-ultimate-docker-tutorial-for-automation-testing: v2_locations: - qa.md year: N/A - addition_method: manual https://collabnix.com/top-10-kubernetes-tools-you-need-for-2021: + addition_method: manual content_hash: b888503a01bfc2f9e036c3459bf30a7de6d32f88cfd03e29d8a65198c2cd9c4e description: '' health_score: 100.0 @@ -43072,8 +45836,8 @@ https://collabnix.com/top-10-kubernetes-tools-you-need-for-2021: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://collabnix.github.io/docker-community-extensions: + addition_method: manual content_hash: f0cebdbd56496c3f4a341f77708ada40c3ee3c5af23f72d3e518811ab6057dd3 description: '' health_score: 100.0 @@ -43090,8 +45854,8 @@ https://collabnix.github.io/docker-community-extensions: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://collabnix.github.io/kubetools: + addition_method: manual content_hash: 6c490400234f24034695b7d0c7caf515bc83cea300edb468aedbd52b5b7d233b description: '' health_score: 100.0 @@ -43110,8 +45874,8 @@ https://collabnix.github.io/kubetools: - index.md - other-awesome-lists.md year: N/A - addition_method: manual https://collabnix.github.io/terraform: + addition_method: manual content_hash: ce4adad23d6eeaba9338db1c82d63ecd0666b38e743f7f8613293b1d6015595b description: '' health_score: 100.0 @@ -43127,8 +45891,8 @@ https://collabnix.github.io/terraform: v2_locations: - demos.md year: N/A - addition_method: manual https://commandline.ninja: + addition_method: manual content_hash: 1af047a9c10eaed308365fecf6f1da78af5007e7f43aef7f133fe86f101efae6 health_score: 100.0 last_checked: 1779130494.932044 @@ -43139,8 +45903,8 @@ https://commandline.ninja: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://commandline.ninja/use-powershell-to-find-services-configured-to-run-as-another-user: + addition_method: manual health_score: 100.0 last_checked: 1779130494.984175 status: online @@ -43150,8 +45914,8 @@ https://commandline.ninja/use-powershell-to-find-services-configured-to-run-as-a - docs/azure.md v2_locations: - azure.md - addition_method: manual https://commandline.ninja/video-intro-to-secret-management-with-powershell: + addition_method: manual content_hash: efaa7bc185752cfeceb73adff75a1e011c6172e980623cec233d5233499d6e2f health_score: 100.0 last_checked: 1779130494.997984 @@ -43162,8 +45926,8 @@ https://commandline.ninja/video-intro-to-secret-management-with-powershell: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://commons.openshift.org: + addition_method: manual content_hash: 7fdf64e9e314828035ac3c120d792bd87e6ad7749985b7436038ca29501d66f7 description: '' health_score: 100.0 @@ -43179,9 +45943,9 @@ https://commons.openshift.org: v2_locations: - openshift.md year: N/A - addition_method: manual ? https://community.atlassian.com/forums/Bitbucket-questions/configure-bitbucket-pipelines-yml-to-automatically-merge-feature/qaq-p/793222 -: content_hash: 1fa9b8c1f6f34f0deb4e230fc74d3591b26a07b944bdd57ddb89334b274cf006 +: addition_method: manual + content_hash: 1fa9b8c1f6f34f0deb4e230fc74d3591b26a07b944bdd57ddb89334b274cf006 health_score: 100.0 last_checked: 1779130494.957215 needs_ai_refresh: true @@ -43192,9 +45956,42 @@ https://commons.openshift.org: - docs/git.md v2_locations: - git.md - addition_method: manual +? https://community.atlassian.com/forums/Teamwork-Collection-articles/How-to-run-a-marketing-campaign-from-kickoff-to-launch-using/ba-p/3183852 +: addition_method: automatic + ai_summary: This practical guide outlines an end-to-end campaign coordination workflow + leveraging the Atlassian Teamwork Collection (Confluence, Jira, Loom, and the + Rovo AI agent). It demonstrates how to utilize Rovo AI for draft expansion, capture + meeting outputs with AI-powered notes, and link Confluence strategic briefs directly + with trackable Jira issues and epics, establishing a unified system of work for + cross-functional product and marketing teams. + category: project-management-tools + complexity: Beginner + content_hash: 521bfc368903ccd88d9f267d47541360c8127cf6091313ddb440d13493d0cc4b + description: Learn how to keep multi-channel campaigns aligned from brief to launch + using Confluence, Jira, Loom, and Rovo. + hierarchy: + - Management + - Project Management + - Atlassian Suite + is_microservice: false + language: en + last_checked: 1780352720.351771 + reputation_status: Vetted + reputation_summary: Official Atlassian community guide demonstrating enterprise + collaboration product flows. + resource_type: article + social_preview_url: '' + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + title: How to run a marketing campaign from kickoff to launch using Teamwork Collection + year: '2026' ? https://community.atlassian.com/t5/Bitbucket-questions/configure-bitbucket-pipelines-yml-to-automatically-merge-feature/qaq-p/793222 -: content_hash: 2b584970715dc3d5c30767ce150487542996519d242bb8ebb7f8aab8c4a56321 +: addition_method: manual + content_hash: 2b584970715dc3d5c30767ce150487542996519d242bb8ebb7f8aab8c4a56321 description: '' health_score: 100.0 last_checked: 1779033218.918472 @@ -43204,8 +46001,8 @@ https://commons.openshift.org: v1_locations: - docs/git.md year: N/A - addition_method: manual https://community.aws/kubernetes: + addition_method: manual content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1 description: '' health_score: 100.0 @@ -43216,8 +46013,8 @@ https://community.aws/kubernetes: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://community.aws/training: + addition_method: manual content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1 description: '' health_score: 100.0 @@ -43228,8 +46025,8 @@ https://community.aws/training: v1_locations: - docs/aws-training.md year: N/A - addition_method: manual https://community.dataminer.services/ci-cd-and-the-agile-principles: + addition_method: manual ai_summary: 'Curator Insight: Maps technical CI/CD mechanisms onto Agile software development principles and continuous collaboration. Live Grounding: Outlines practical execution loops to integrate sprint feedback directly into pipeline @@ -43257,8 +46054,8 @@ https://community.dataminer.services/ci-cd-and-the-agile-principles: v2_locations: - cicd.md year: N/A - addition_method: manual https://community.f5.com/kb/technicalarticles/what-is-kubernetes/281010: + addition_method: manual content_hash: e514f134cded165e502508fd4605297e05d6cfeb7e44c3418bbb27e91e558952 health_score: 100.0 last_checked: 1779130494.96144 @@ -43270,9 +46067,9 @@ https://community.f5.com/kb/technicalarticles/what-is-kubernetes/281010: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual ? https://community.hpe.com/hpeb/plugins/custom/hp/hpebresponsive/custom.bounce_endpoint?referer=https%3A%2F%2Fcommunity.hpe.com%2Ft5%2FHPE-Ezmeral-Uncut%2FContainers-vs-VMs-What-s-the-difference%2Fba-p%2F7147090 -: content_hash: 7ff8146752d9d73e6db7e721e89341a01ab0e165897c6fd2b7049cbb5dd24e50 +: addition_method: manual + content_hash: 7ff8146752d9d73e6db7e721e89341a01ab0e165897c6fd2b7049cbb5dd24e50 health_score: 100.0 last_checked: 1779130494.995805 status: online @@ -43282,8 +46079,8 @@ https://community.f5.com/kb/technicalarticles/what-is-kubernetes/281010: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://community.hpe.com/t5/HPE-Ezmeral-Uncut/Containers-vs-VMs-What-s-the-difference/ba-p/7147090: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -43293,8 +46090,8 @@ https://community.hpe.com/t5/HPE-Ezmeral-Uncut/Containers-vs-VMs-What-s-the-diff v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://community.ibm.com/community/user/blogs/daniel-jast1/2023/12/07/red-hat-aap-on-ibm-z-and-linuxone: + addition_method: manual content_hash: ce82d29bab71989bca5ebc3b1c87c819851e2893d571db8c30ba8d49a8fe7d61 health_score: 100.0 last_checked: 1779130494.933087 @@ -43306,8 +46103,8 @@ https://community.ibm.com/community/user/blogs/daniel-jast1/2023/12/07/red-hat-a - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://community.ibm.com/community/user/ibmz-and-linuxone/blogs/daniel-jast1/2023/12/07/red-hat-aap-on-ibm-z-and-linuxone: + addition_method: manual content_hash: f09f305ca59cf7262b8e6524e8a1c938459967978dbfd81603e04c20a1468d7f description: '' health_score: 100.0 @@ -43319,8 +46116,8 @@ https://community.ibm.com/community/user/ibmz-and-linuxone/blogs/daniel-jast1/20 v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://community.jenkins.io/t/dsty-jenkins-std-lib-shared-library-interact-with-files-directories-using-groovy/398: + addition_method: manual content_hash: caa678d0d64780aeaeb21d1f7592cf7740f04b4dffff89f4afd94adcaa5f9735 description: '' health_score: 100.0 @@ -43337,15 +46134,15 @@ https://community.jenkins.io/t/dsty-jenkins-std-lib-shared-library-interact-with v2_locations: - jenkins.md year: N/A - addition_method: manual https://community.ops.io/danielepolencic/how-do-you-gracefully-shut-down-pods-in-kubernetes-30fa: + addition_method: manual content_hash: b7db082d16131c0763c39ec0de3b9988fef03c7a4c45fce8af4f9f8f2744f99c health_score: 100.0 last_checked: 1779034030.811729 v1_locations: - docs/kubernetes.md - addition_method: manual https://community.ops.io/danielepolencic/learning-how-an-ingress-controller-works-by-building-one-in-bash-3fni: + addition_method: manual content_hash: c86c77e22847bd508f28035062797465bcc31cf91c9d41910e36633442453ae8 description: '' health_score: 100.0 @@ -43361,15 +46158,15 @@ https://community.ops.io/danielepolencic/learning-how-an-ingress-controller-work v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://community.ops.io/danielepolencic/memory-requests-and-limits-in-kubernetes-217g: + addition_method: manual content_hash: ed82ad26511f68631ed1c429fb5c2afd4eca94287476983d2a11460e33a58167 health_score: 100.0 last_checked: 1779032236.324038 v1_locations: - docs/kubernetes.md - addition_method: manual https://community.ops.io/danielepolencic/pod-rebalancing-and-allocations-in-kubernetes-4kim: + addition_method: manual content_hash: 7f3c21f7be00aaab29e7341ea83a34c5f9e9026ee1f573f015e68d46b0159482 description: '' health_score: 100.0 @@ -43385,8 +46182,8 @@ https://community.ops.io/danielepolencic/pod-rebalancing-and-allocations-in-kube v2_locations: - kubernetes.md year: N/A - addition_method: manual https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol: + addition_method: manual ai_summary: A community tutorial introducing the basic principles of continuous integration and continuous deployment within the GitLab platform. It provides a simple sandbox example demonstrating how YAML configuration files command runners @@ -43416,8 +46213,8 @@ https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol: v2_locations: - git.md year: N/A - addition_method: manual https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certificates-from-azure-keyvaults-17o1: + addition_method: manual ai_summary: Details the structural mapping required to link AKS with Azure Key Vault using the Secrets Store CSI Driver. Synthesizes community configurations with security best practices, highlighting pod-identity integration, dynamic secret @@ -43448,9 +46245,9 @@ https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certifica v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://community.ops.io/javi_labs/one-day-wake-up-to-a-crashed-aks-cluster-and-this-is-what-i-did-to-get-it-back-to-life-1592 -: ai_summary: Incident response case study details diagnostic processes used to recover +: addition_method: manual + ai_summary: Incident response case study details diagnostic processes used to recover a crashed AKS cluster. Walks through API troubleshooting, control plane investigations, and network connectivity repairs. Offers valuable real-world context for post-mortem recovery planning. @@ -43478,16 +46275,16 @@ https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certifica v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://community.ops.io/the_cozma/k8s-fix-helm-release-failing-with-an-upgrade-still-in-progress-4660: + addition_method: manual content_hash: 76cf6fa98eeb0411087796f4fdfe4c49809397d5272efcac1b6689a120717da2 health_score: 100.0 last_checked: 1779030587.768286 needs_ai_refresh: true v1_locations: - docs/helm.md - addition_method: manual https://community.suse.com/feed: + addition_method: manual content_hash: 34ba4e7abe647a914590586b14c1a912645e472e8ed237f208f998258f63b570 description: '' health_score: 100.0 @@ -43498,8 +46295,8 @@ https://community.suse.com/feed: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://community.suse.com/posts/13903989: + addition_method: manual content_hash: 1797c2868a3500d0e03ea1732ac628a9d7d4e7e3960647a0857c514ed62352c5 description: '' health_score: 100.0 @@ -43510,8 +46307,8 @@ https://community.suse.com/posts/13903989: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://community.suse.com/posts/comparing-modern-day-container-image-builders-jib-buildpacks-and-docker: + addition_method: manual content_hash: 1797c2868a3500d0e03ea1732ac628a9d7d4e7e3960647a0857c514ed62352c5 description: '' health_score: 100.0 @@ -43523,8 +46320,8 @@ https://community.suse.com/posts/comparing-modern-day-container-image-builders-j v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://community.suse.com/posts/stupid-simple-kubernetes-deployments-services-and-ingresses-explained: + addition_method: manual content_hash: 34ba4e7abe647a914590586b14c1a912645e472e8ed237f208f998258f63b570 description: '' health_score: 100.0 @@ -43536,8 +46333,8 @@ https://community.suse.com/posts/stupid-simple-kubernetes-deployments-services-a v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://community.theforeman.org/t/rfc-operations-ansible-collection/20971: + addition_method: manual content_hash: 92962beeef327cbfdfcb9af9fee23f569527276fbd2a6437a795120a54076c96 description: '' health_score: 100.0 @@ -43548,8 +46345,8 @@ https://community.theforeman.org/t/rfc-operations-ansible-collection/20971: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://comparecloud.in: + addition_method: manual content_hash: b30bb884cd78d7c1edacaeee250ad1c581400c25cf2766d6bfda9fc206f4c80a description: '' health_score: 100.0 @@ -43565,8 +46362,8 @@ https://comparecloud.in: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://compliantkubernetes.io: + addition_method: manual content_hash: f6c7b2f28b6b77b811949cec18a48afb24bfaab0da55cbd8633c28d7ce00f7dd description: '' health_score: 100.0 @@ -43579,8 +46376,8 @@ https://compliantkubernetes.io: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://computerhoy.20minutos.es: + addition_method: manual ai_summary: Curator Insight provides a layperson's primer into how artificial neural networks learn patterns from vast datasets. Live Grounding shows this Spanish-language article is a useful primer for junior developers seeking entry-level deep learning @@ -43604,8 +46401,8 @@ https://computerhoy.20minutos.es: - git.md - ai.md year: '2023' - addition_method: manual https://computerhoy.com/software/github-copilot-x-nueva-ia-parecida-chatgpt-destinada-ayudar-programadores-1219266: + addition_method: manual content_hash: 1b1519ec52478d41664ae4b1de86f7f2c9b5d9e1e5a2528283049a6bd1315b60 description: '' health_score: 100.0 @@ -43617,8 +46414,8 @@ https://computerhoy.com/software/github-copilot-x-nueva-ia-parecida-chatgpt-dest v1_locations: - docs/git.md year: N/A - addition_method: manual https://computerhoy.com/tecnologia/deep-learning-considera-revolucion-ia-1241180: + addition_method: manual content_hash: 22927715adb24c462a6477176d78b472795a69ce2327403e042e106bca68a4ed description: '' health_score: 100.0 @@ -43630,8 +46427,8 @@ https://computerhoy.com/tecnologia/deep-learning-considera-revolucion-ia-1241180 v1_locations: - docs/ai.md year: N/A - addition_method: manual https://computingforgeeks.com/build-aws-ec2-machine-images-with-packer-and-ansible: + addition_method: manual content_hash: 35fe8de32103a4848ce722be46697f92867b1998f4c3e7589b4d3e0ee3e14272 description: '' health_score: 100.0 @@ -43648,8 +46445,8 @@ https://computingforgeeks.com/build-aws-ec2-machine-images-with-packer-and-ansib v2_locations: - terraform.md year: N/A - addition_method: manual https://computingforgeeks.com/kubectl-cheat-sheet-for-kubernetes-cka-exam-prep: + addition_method: manual content_hash: 7762c695f4e1b9e5356cebf49678de04400d82847582778924802a08bdc95200 description: '' health_score: 100.0 @@ -43661,8 +46458,8 @@ https://computingforgeeks.com/kubectl-cheat-sheet-for-kubernetes-cka-exam-prep: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://computingforgeeks.com/kubectl-cheat-sheet-kubernetes: + addition_method: manual content_hash: a0b36e5798076b23930e5057c69e0cbac835349a67010681b26ce667c6d5bc8c health_score: 100.0 last_checked: 1779130495.019178 @@ -43674,8 +46471,8 @@ https://computingforgeeks.com/kubectl-cheat-sheet-kubernetes: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://computingforgeeks.com/ssh-cheatsheet-for-sysadmins: + addition_method: manual content_hash: bb41cc4d0305ad2aa0484c684dd7df147d5a7baa27cf8aa7381dcb74f0d0011a description: '' health_score: 100.0 @@ -43686,8 +46483,8 @@ https://computingforgeeks.com/ssh-cheatsheet-for-sysadmins: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://computingforgeeks.com/ssh-commands-cheat-sheet-linux: + addition_method: manual content_hash: ce89dcdc88ac5b91b5d933ab8f86885c0ffc6ca73ee259131c4386e5b6965a39 health_score: 100.0 last_checked: 1779130494.971819 @@ -43699,8 +46496,8 @@ https://computingforgeeks.com/ssh-commands-cheat-sheet-linux: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://concourse-ci.org: + addition_method: manual content_hash: 2f17a232440c2d9ea6aa9a5ec2f410eb9ada14e81dbf72ca0b1f0ea075211666 description: '' health_score: 100.0 @@ -43716,8 +46513,8 @@ https://concourse-ci.org: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://confluence.atlassian.com/bitbucketserver/automatic-branch-merging-776639993.html: + addition_method: manual content_hash: 9dc6efca5a222eda0b67c6115125ce8e2438b0805ef530b58997e604338171e9 description: '' health_score: 100.0 @@ -43733,8 +46530,8 @@ https://confluence.atlassian.com/bitbucketserver/automatic-branch-merging-776639 v2_locations: - git.md year: N/A - addition_method: manual https://confluence.atlassian.com/bitbucketserver/branches-776639968.html: + addition_method: manual ai_summary: Bitbucket's enterprise-grade documentation for setting up native branching structures. 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addition_method: manual https://continuousdelivery.com/implementing/patterns: + addition_method: manual ai_summary: 'Curator Insight: Canonical reference index for continuous delivery methodologies based on Dave Farley and Jez Humble''s foundational work. Live Grounding: Outlines immutable design principles including blue-green deployments, database @@ -44438,8 +47235,8 @@ https://continuousdelivery.com/implementing/patterns: v2_locations: - cicd.md year: N/A - addition_method: manual https://contractortaxation.com/contracting-in-spain: + addition_method: manual ai_summary: Tax guide analyzing the operational structures (autonomous status, SL, or umbrella corp) for international contractors relocating to Spain. complexity: Advanced @@ -44464,8 +47261,8 @@ https://contractortaxation.com/contracting-in-spain: v2_locations: - freelancing.md year: N/A - addition_method: manual https://cookbook.learndataengineering.com/docs/05-CaseStudies: + addition_method: manual content_hash: 744d9dfeb9becf75c6f6a7fcf62f8a8f1f2bfcf622defaf289ed258d6da24271 description: '' health_score: 100.0 @@ -44481,8 +47278,8 @@ https://cookbook.learndataengineering.com/docs/05-CaseStudies: v2_locations: - introduction.md year: N/A - addition_method: manual https://cookbook.openshift.org: + addition_method: manual content_hash: 303ad16a9b13a7b4b01b2c3aadc499912e39a13a6a5cf45ce8dabc4dfe899fcc description: '' health_score: 100.0 @@ -44498,8 +47295,8 @@ https://cookbook.openshift.org: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://cookbook.openshift.org/image-registry-and-image-streams/how-do-i-import-an-image-from-an-external-image.html: + addition_method: manual content_hash: 59a094ae2258328133fa6501cb2393c6270b0b05589194d20f4314e854c4c3f6 description: '' health_score: 100.0 @@ -44516,8 +47313,8 @@ https://cookbook.openshift.org/image-registry-and-image-streams/how-do-i-import- v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://coolify.io: + addition_method: manual ai_summary: An open-source, self-hosted platform alternative to Heroku. Lets users host databases, APIs, and frontend systems on their own servers (Docker, Swarm) with a simple visual layout, avoiding complex Kubernetes management. @@ -44544,8 +47341,8 @@ https://coolify.io: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://copilot.github.com: + addition_method: manual content_hash: 838bc4a28da9091162117c4c3cf5182f089f1695468ca2e18730af311c5856b0 description: '' health_score: 100.0 @@ -44556,8 +47353,8 @@ https://copilot.github.com: - docs/devel-sites.md - docs/git.md year: N/A - addition_method: manual https://copr.fedorainfracloud.org: + addition_method: manual content_hash: 1fd02a8f378ca2a00c0ee2ec3258049822b9ba4aa32e1e6597e9eee74326159a description: '' health_score: 100.0 @@ -44568,8 +47365,8 @@ https://copr.fedorainfracloud.org: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://copr.fedorainfracloud.org/coprs: + addition_method: manual ai_summary: An easy-to-use build system that provides a personal repository (COPR) for Fedora and EPEL packages. Allows developers to package third-party software and automate build pipelines directly within the Fedora infrastructure. @@ -44590,8 +47387,8 @@ https://copr.fedorainfracloud.org/coprs: v2_locations: - linux.md year: '2026' - addition_method: manual https://copyconstruct.medium.com/testing-in-production-the-safe-way-18ca102d0ef1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -44605,22 +47402,22 @@ https://copyconstruct.medium.com/testing-in-production-the-safe-way-18ca102d0ef1 v2_locations: - qa.md year: N/A - addition_method: manual https://coreos.com/blog/introducing-ignition.html: + addition_method: manual content_hash: fe3b00fc9855e8f639ff3144a9426dbe138a0fc8ac6c3d5d5c1f62df62660602 health_score: 100.0 last_checked: 1779030202.155985 v1_locations: - docs/ocp4.md - addition_method: manual https://coreos.com/ignition/docs/latest/what-is-ignition.html: + addition_method: manual content_hash: f9762d829597d6b30fc553e86d294c3fcb736171d602ae58e3639cfcb9c48d27 health_score: 100.0 last_checked: 1779029269.807507 v1_locations: - docs/ocp4.md - addition_method: manual https://cormachogan.com/2020/04/01/a-first-look-at-vsphere-with-kubernetes-in-action: + addition_method: manual ai_summary: A detailed technical review showing vSphere with Kubernetes in a live environment. Reviews how the Supervisor Cluster exposes Kubernetes native primitives natively within vCenter, allowing developers to consume storage and compute via @@ -44649,8 +47446,8 @@ https://cormachogan.com/2020/04/01/a-first-look-at-vsphere-with-kubernetes-in-ac v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://cormachogan.com/2020/04/07/building-a-tkg-guest-cluster-in-vsphere-with-kubernetes: + addition_method: manual ai_summary: A practical walk-through detailing how to construct and deploy a Tanzu Kubernetes Grid (TKG) guest cluster. Covers configuration details including Cluster API controllers, control-plane load balancers, and persistent virtual storage. @@ -44678,8 +47475,8 @@ https://cormachogan.com/2020/04/07/building-a-tkg-guest-cluster-in-vsphere-with- v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://cortexmetrics.io: + addition_method: manual content_hash: 0e2564036cdc30398abfbd9e5a0ee1fe07eb77a2f15debf87b3986a33e4af8c6 description: '' health_score: 100.0 @@ -44695,8 +47492,8 @@ https://cortexmetrics.io: v2_locations: - prometheus.md year: N/A - addition_method: manual https://coruzant.com/appdev/kubernetes-management-tools-and-best-practices: + addition_method: manual content_hash: 6b7f924aa5fdd8b13b3e24d3c6bb038193e29f6d06481b69e6bed0afcbfa4b78 description: '' health_score: 100.0 @@ -44712,8 +47509,8 @@ https://coruzant.com/appdev/kubernetes-management-tools-and-best-practices: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://couchdb.apache.org: + addition_method: manual content_hash: 98a95ed02d024039b46cc22cfaf6f1bdcbce880e2982a00aeff791a94fe25a45 health_score: 100.0 last_checked: 1779033575.352716 @@ -44725,8 +47522,8 @@ https://couchdb.apache.org: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://courses.devopscube.com/l/products: + addition_method: manual content_hash: 505a1bfe95e1cf625225cc25efc7e958c051995af82f59024728197c54c5d914 health_score: 100.0 last_checked: 1779130494.921096 @@ -44738,8 +47535,8 @@ https://courses.devopscube.com/l/products: - docs/kustomize.md v2_locations: - kustomize.md - addition_method: manual https://courses.mooc.fi/org/uh-cs/courses/devops-with-kubernetes: + addition_method: manual content_hash: 5f7cbed81a011193b24135e98b1654945c887352cc39c829ae0e9ae7b8d760cb health_score: 100.0 last_checked: 1779130495.016153 @@ -44752,8 +47549,8 @@ https://courses.mooc.fi/org/uh-cs/courses/devops-with-kubernetes: v2_locations: - kubernetes-tutorials.md - index.md - addition_method: manual https://craig-godden-payne.medium.com/how-does-ingress-work-in-kubernetes-f3b121d0351f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -44767,8 +47564,8 @@ https://craig-godden-payne.medium.com/how-does-ingress-work-in-kubernetes-f3b121 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://crc.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -44783,8 +47580,8 @@ https://crc.dev: v2_locations: - ocp4.md year: N/A - addition_method: manual https://creately.com/blog/business/how-to-set-kpis-for-team-members: + addition_method: manual content_hash: 0688b3db1197d257f8fe034c30757d1b1b2672b4805af35704cd27b34007a662 description: '' health_score: 100.0 @@ -44799,8 +47596,8 @@ https://creately.com/blog/business/how-to-set-kpis-for-team-members: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://creately.com/blog/diagrams/what-is-a-kanban-board: + addition_method: manual content_hash: 77bd91dc8db799733ae86236f0770b2addc8ce9924ccba12c3902d6a915ef247 description: '' health_score: 100.0 @@ -44811,8 +47608,8 @@ https://creately.com/blog/diagrams/what-is-a-kanban-board: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://creately.com/blog/project-management/what-is-a-kanban-board: + addition_method: manual content_hash: c11e4f8b77d3a18adc362f44c9648376156318e85d71669a91e0e98f7b8f4ec7 health_score: 100.0 last_checked: 1779130495.015823 @@ -44824,8 +47621,8 @@ https://creately.com/blog/project-management/what-is-a-kanban-board: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://cri-o.io: + addition_method: manual content_hash: 2d6e02d66c45c843da0bb74c2bca7a37de86939ac170fecd576c1d1cc6d68036 description: '' health_score: 100.0 @@ -44844,8 +47641,8 @@ https://cri-o.io: - container-managers.md - index.md year: N/A - addition_method: manual https://cribl.io/blog/using-prometheus-for-agentless-monitoring: + addition_method: manual content_hash: 1a7e211d9f28017bfed17905a9d0cf32c455bb37c4f75b841f087e530f4d7b89 description: '' health_score: 100.0 @@ -44861,8 +47658,8 @@ https://cribl.io/blog/using-prometheus-for-agentless-monitoring: v2_locations: - prometheus.md year: N/A - addition_method: manual https://cronicaglobal.elespanol.com/vida/20240604/roberto-ardon-incepto-ia-pueden-pedir-imposibles/860164103_0.html: + addition_method: manual content_hash: 185dd02f6b0bc7ade6014427c46492a41adcdebec1a423b4363de15751eea128 description: '' health_score: 100.0 @@ -44879,8 +47676,8 @@ https://cronicaglobal.elespanol.com/vida/20240604/roberto-ardon-incepto-ia-puede v2_locations: - customer.md year: N/A - addition_method: manual https://crontab.guru: + addition_method: manual content_hash: 2e604eb39a911cc8ef3d17d141519eeb6f65f22caac1588e64860f4efa8f3086 description: '' health_score: 100.0 @@ -44896,8 +47693,8 @@ https://crontab.guru: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://crossplane.io: + addition_method: manual content_hash: 30311266c2e7eba4eaf746dbf25e5577f1f6e00305381acbaca7b8d1f8dbffcc description: '' health_score: 100.0 @@ -44908,8 +47705,8 @@ https://crossplane.io: v1_locations: - docs/crossplane.md year: N/A - addition_method: manual https://crunchtools.com/comparison-linux-container-images: + addition_method: manual content_hash: 628ba048eb56af40d645938ba8729634e41b4d22ac652e2311166729a7a14261 health_score: 100.0 last_checked: 1779030202.588901 @@ -44921,8 +47718,8 @@ https://crunchtools.com/comparison-linux-container-images: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://crunchtools.com/moving-linux-services-to-containers: + addition_method: manual content_hash: 61777b2297641311c598f6ac9a3cc0adf4b0e2165039da215abefdb1734c8cbe health_score: 100.0 last_checked: 1779030719.125961 @@ -44934,8 +47731,8 @@ https://crunchtools.com/moving-linux-services-to-containers: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://crunchtools.com/should-i-use-docker-compose-or-podman-compose-with-podman: + addition_method: manual content_hash: 816be9da6ce6ea8bae62d7337d6f2616aae3d8368380a3de999ccd885a95546e health_score: 100.0 last_checked: 1779033623.263504 @@ -44947,8 +47744,8 @@ https://crunchtools.com/should-i-use-docker-compose-or-podman-compose-with-podma - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://cryptography.io/en/latest/hazmat/primitives/key-derivation-functions: + addition_method: manual ai_summary: Low-level cryptographic recipe details for implementing Scrypt KDF in Python. Part of the cryptography package, offering precise tuning of memory cost and CPU constraints. @@ -44975,8 +47772,8 @@ https://cryptography.io/en/latest/hazmat/primitives/key-derivation-functions: v2_locations: - devsecops.md year: N/A - addition_method: manual https://css-tricks.com/a-gentle-introduction-to-using-a-docker-container-as-a-dev-environment: + addition_method: manual content_hash: 9b79025c28aacb39ecee1c616c9a341d7182a1add537e20ba29d7534bd2d003c description: '' health_score: 100.0 @@ -44992,8 +47789,8 @@ https://css-tricks.com/a-gentle-introduction-to-using-a-docker-container-as-a-de v2_locations: - docker.md year: N/A - addition_method: manual https://css-tricks.com/better-collaboration-with-pull-requests: + addition_method: manual content_hash: 671cb527229ae45887bdcdd1f49a593c53d4e1bc2005be9589bc1f5a3aa2d86d description: '' health_score: 100.0 @@ -45004,8 +47801,8 @@ https://css-tricks.com/better-collaboration-with-pull-requests: v1_locations: - docs/git.md year: N/A - addition_method: manual https://css-tricks.com/branching-strategies-in-git: + addition_method: manual content_hash: acf98bd232f422612e0b993fdd58946024ee0f37e6c4e4048b4fc3b8d8568e30 description: '' health_score: 100.0 @@ -45016,8 +47813,8 @@ https://css-tricks.com/branching-strategies-in-git: v1_locations: - docs/git.md year: N/A - addition_method: manual https://css-tricks.com/cherry-picking-commits-in-git: + addition_method: manual content_hash: 8da2f6a5b112766c0c75d979eff7d04286e80557de5841657b8c81ee299ba731 description: '' health_score: 100.0 @@ -45028,8 +47825,8 @@ https://css-tricks.com/cherry-picking-commits-in-git: v1_locations: - docs/git.md year: N/A - addition_method: manual https://css-tricks.com/creating-the-perfect-commit-in-git: + addition_method: manual ai_summary: Discusses the philosophy and composition of highly structured commits, focusing on atomic change separation, patch staging ('git add -p'), and clean message layouts. Adopting these mechanics ensures highly readable commit structures @@ -45058,8 +47855,8 @@ https://css-tricks.com/creating-the-perfect-commit-in-git: v2_locations: - git.md year: N/A - addition_method: manual https://css-tricks.com/git-switching-unstaged-changes-to-a-new-branch: + addition_method: manual ai_summary: Offers concrete workflows for isolating and moving accidental master/main modifications into a cleanly isolated feature branch. Demonstrates terminal patterns using checkout/switch commands while safeguarding index status. @@ -45087,8 +47884,8 @@ https://css-tricks.com/git-switching-unstaged-changes-to-a-new-branch: v2_locations: - git.md year: N/A - addition_method: manual https://css-tricks.com/how-to-automate-project-versioning-and-releases-with-continuous-deployment: + addition_method: manual content_hash: 2428e8130d6d3c36eb096a98d6189e029c0d4cdfd02acd0791f8f3223e98d4a2 description: '' health_score: 100.0 @@ -45105,8 +47902,8 @@ https://css-tricks.com/how-to-automate-project-versioning-and-releases-with-cont v2_locations: - git.md year: N/A - addition_method: manual https://css-tricks.com/interactive-rebase-clean-up-your-commit-history: + addition_method: manual content_hash: 3ff16cfded927f39622546f3b7ea9e3df3735e292cd4133de3caab23bc400303 description: '' health_score: 100.0 @@ -45118,8 +47915,8 @@ https://css-tricks.com/interactive-rebase-clean-up-your-commit-history: v1_locations: - docs/git.md year: N/A - addition_method: manual https://css-tricks.com/kubernetes-explained-simply-containers-pods-and-images: + addition_method: manual content_hash: 034a42f53af67eef720e54f1fdf5a24b0f3f09c613891e75855a4f585153ba8f description: '' health_score: 100.0 @@ -45135,8 +47932,8 @@ https://css-tricks.com/kubernetes-explained-simply-containers-pods-and-images: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://css-tricks.com/merge-conflicts-what-they-are-and-how-to-deal-with-them: + addition_method: manual content_hash: 98d375711a55d8c99f4e766a978dcc137424d970a53a01b57d9368951883c1ab description: '' health_score: 100.0 @@ -45148,8 +47945,8 @@ https://css-tricks.com/merge-conflicts-what-they-are-and-how-to-deal-with-them: v1_locations: - docs/git.md year: N/A - addition_method: manual https://css-tricks.com/rebase-vs-merge-integrating-changes-in-git: + addition_method: manual content_hash: 54db81d34305da265552b4bbe0b4f4e41ddf1cf8f0d732798fc2836e297242b6 description: '' health_score: 100.0 @@ -45161,8 +47958,8 @@ https://css-tricks.com/rebase-vs-merge-integrating-changes-in-git: v1_locations: - docs/git.md year: N/A - addition_method: manual https://css-tricks.com/the-many-faces-of-vs-code-in-the-browser: + addition_method: manual content_hash: cfe0392b4f72cd29b3ed8d3ccd8ba8603cdec0afa07e3055c49663cab0d94600 description: '' health_score: 100.0 @@ -45173,8 +47970,8 @@ https://css-tricks.com/the-many-faces-of-vs-code-in-the-browser: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://css-tricks.com/using-the-reflog-to-restore-lost-commits: + addition_method: manual content_hash: eab9b8026ddc56ee65b3efbbd853721e2caaef9e6ce9a545c102a6b3c472e88b description: '' health_score: 100.0 @@ -45185,8 +47982,8 @@ https://css-tricks.com/using-the-reflog-to-restore-lost-commits: v1_locations: - docs/git.md year: N/A - addition_method: manual https://cssnectar.com: + addition_method: manual ai_summary: Curated design gallery aggregating modern CSS styles and interactive layout experiments. Serves as a performance-minded reference portal for advanced responsive design implementations. @@ -45213,8 +48010,8 @@ https://cssnectar.com: v2_locations: - javascript.md year: N/A - addition_method: manual https://cult.honeypot.io/reads/best-frontend-javascript-frameworks-learn-2021: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -45228,8 +48025,8 @@ https://cult.honeypot.io/reads/best-frontend-javascript-frameworks-learn-2021: v2_locations: - javascript.md year: N/A - addition_method: manual https://curity.io/resources/client-security: + addition_method: manual ai_summary: Analyzes security patterns and best practices for implementing secure clients within modern web architecture. Curator insight focuses on preventing token leakage on client platforms. Live grounding confirms that securing the client @@ -45258,8 +48055,8 @@ https://curity.io/resources/client-security: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://curity.io/resources/learn/oauth-overview: + addition_method: manual ai_summary: An authoritative reference detailing the core flows, mechanics, and actors within the OAuth 2.0 authorization framework. Curator insight describes integration opportunities for web, native, and API client types. Live grounding @@ -45290,8 +48087,8 @@ https://curity.io/resources/learn/oauth-overview: - kubernetes-security.md - oauth.md year: N/A - addition_method: manual https://curity.io/resources/learn/openid-connect-overview: + addition_method: manual ai_summary: Provides a comprehensive introduction to OpenID Connect (OIDC), the identity layer built directly on top of OAuth 2.0. Curator insight highlights how OIDC standardizes token delivery to provide secure client identity resolution. @@ -45322,8 +48119,8 @@ https://curity.io/resources/learn/openid-connect-overview: - kubernetes-security.md - oauth.md year: N/A - addition_method: manual https://cursor.com/blog/cloud-agent-development-environments: + addition_method: manual ai_summary: Analyzes the infrastructure required to run high-autonomy AI coding agents. Discusses secure sandboxing, runtime requirements, and interactive execution environments designed to bridge LLMs with real-world system runtimes safely. @@ -45354,8 +48151,153 @@ https://cursor.com/blog/cloud-agent-development-environments: - devops.md - kubernetes.md year: N/A - addition_method: manual +https://cursor.com/blog/composer-2-5: + addition_method: automatic + ai_summary: The official release announcement of Composer 2.5, Cursor's next-generation + in-house AI coding agent model built on Moonshot's Kimi K2.5 base. This iteration + implements targeted textual feedback within reinforcement learning (RL) rollouts + to solve credit assignment bottlenecks over long token trajectories and scales + synthetic training workloads by 25x. Additionally, it leverages a sharded Muon + optimizer on an ultra-large model context to achieve a 79.8% score on SWE-Bench + Multilingual, significantly expanding agentic autonomy for complex, repository-wide + engineering. + category: ai-agents-mcp + complexity: Advanced + content_hash: 935f72e7b8741b2f64b982402bc40a3ee230605f823805fe753a225ddb8ff453 + description: Deep technical analysis of Composer 2.5, Cursor's latest agentic coding + model trained with targeted textual feedback. + hierarchy: + - AI Agents + - Large Language Models + - Developer Productivity + - Reinforcement Learning + is_microservice: false + language: en + last_checked: 1780352148.493994 + reputation_status: Vetted + reputation_summary: Highly benchmarked and praised release inside the AI engineer + community. + resource_type: Blog Post + social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/cursor-composer2.5-og-2400x1200.png + source_provenance: X.com (Cursor_AI) + stars: 4 + status: online + suggested_new_category: ai-code-generation + tags: + - EMERGING + - COMMUNITY-TOOL + title: Cursor Composer 2.5 + year: '2026' +https://cursor.com/changelog/05-19-26: + addition_method: automatic + ai_summary: '* **Curator Insight:** Transitioning the developer lifecycle from an + IDE-centric approach to context-aware, asynchronous cloud execution environments + reduces software delivery latency. + + * **Live Grounding (MCP):** Cursor''s integration in Jira enables engineers to + initiate cloud-hosted coding agents directly from task boards; the agents autonomously + leverage branch configuration, comments, and issue contexts to execute software + edits and submit verified pull requests natively.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: cd7848b78d3bbd2b6aca7bfb4143de07867b56454103fa3e5a79c603d69174d9 + description: Launch announcement detailing the integration of Cursor's background + coding agents directly inside Jira Commercial Cloud pipelines. + hierarchy: + - AI Code Editors + - Cursor Platform + - Jira Integration + - Autonomous Software Engineering + is_microservice: false + language: en + last_checked: 1780352138.621986 + reputation_status: Vetted + reputation_summary: Extremely popular developer-focused product with high user engagement + and positive community feedback on Hacker News and Reddit. + resource_type: changelog + social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/cursor-jira-partnership-v3.png + source_provenance: X.com (Cursor_AI) + stars: 4 + status: online + suggested_new_category: ai-coding-agents + tags: + - EMERGING + - ENTERPRISE-STABLE + title: 'Cursor in Jira: Deep AI Agent Integration' + year: '2026' +https://cursor.com/changelog/auto-review: + addition_method: automatic + ai_summary: 'Cursor 3.6 introduces ''Auto-review Run Mode'' to mitigate developer + friction during long-running agent cycles without compromising system security. + The system processes shell, MCP, and fetch commands through a three-tiered decision + pipeline: matching allowlisted calls, executing sandboxed commands locally, and + routing complex calls through a classifier subagent. This approach ensures continuous + workspace modification with minimized manual approval interruptions.' + category: ai-agents-mcp + complexity: Advanced + content_hash: b4f378cc6dfca8cc1e493071501407db99ee6a3a28ad3c6bd512880ea4b751c0 + description: Cursor 3.6 introduces Auto-review to run agent workflows longer with + sandboxed execution, allowlists, and classifier subagents. + hierarchy: + - Developer Tools + - AI Editors + - Agentic Workflows + - Security Sandboxing + is_microservice: false + language: en + last_checked: 1780352849.031633 + reputation_status: Vetted + reputation_summary: Highly praised release introducing intelligent runtime orchestration + that manages shell, MCP, and fetch tools asynchronously and securely. + resource_type: Changelog + social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/opengraph-changelog-may-29-2026.png + source_provenance: X.com (Cursor_AI) + stars: 4 + status: online + suggested_new_category: ai-powered-ides + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: Cursor Auto-Review Run Mode + year: '2026' +https://cursor.com/compile: + addition_method: automatic + ai_summary: 'The main landing and coordination portal for Cursor''s developer gathering, + ''Compile'', organized at Fort Mason. + + * Focuses on rebuilding core systems, sharing hard-won engineering lessons, and + constructing new mental models for AI-native software delivery. + + * Dispenses with traditional slide presentations, enforcing a strict chalkboard-only + presentation format to dissect technical concepts live and from the ground up.' + category: devel-sites + complexity: advanced + content_hash: af3e8d04bea8da93897c1e4b967d3bb1267413c7dcab42f33205af96b0332018 + description: Invite-only chalkboard conference by Cursor hosting builders of AI + systems, detailing core rewrites and AI-native paradigms. + hierarchy: + - Artificial Intelligence + - Events and Community + - AI-Native Engineering + is_microservice: false + language: en + last_checked: 1780352686.744518 + reputation_status: Vetted + reputation_summary: Praised by AI engineering builders for its intensive, presentation-free, + and purely chalk-and-board approach to discussing hard-won technical architecture + lessons. + resource_type: website + social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/blog/og/compile-og-1920x1080.png + source_provenance: X.com (Cursor_AI) + stars: 4 + status: online + suggested_new_category: ai-events + tags: + - EMERGING + title: Cursor Compile + year: '2025' https://cursor.com/docs/bugbot: + addition_method: manual ai_summary: Official documentation explaining the Cursor Bugbot's dynamic execution tiering, balancing deep semantic analysis and token limits against codebase complexity metrics. @@ -45387,8 +48329,81 @@ https://cursor.com/docs/bugbot: - kubernetes-tools.md - devops-tools.md year: N/A - addition_method: manual +https://cursor.com/docs/sdk/python: + addition_method: automatic + ai_summary: 'Curator Insight: The Cursor Python SDK marks a major transition of + AI coding assistants into programmable workspace infrastructure, exposing Composer''s + agentic loop directly to Python. + + + Live Grounding: This SDK exposes developers to direct programmatic control over + thread lifecycle management, agent context gathering, tool assignment, and resource + constraint loops, standardizing how developer teams automate localized refactoring + workflows.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 1f85420b1327c7d5d52730a1b0a58116d1f09eed67a57f2cad20ac13c021e361 + description: Official documentation for Cursor's Python SDK, allowing developers + to programmatically create, manage, and orchestrate Cursor coding agents powered + by Composer. + hierarchy: + - Developer Tools + - AI Editors + - Cursor SDK + is_microservice: false + language: English + last_checked: 1780352404.147721 + reputation_status: Vetted + reputation_summary: Strong developer support and wide adoption in beta, transitioning + Cursor's prominent IDE agent capabilities into programmatic developer environments. + resource_type: Document + social_preview_url: https://cursor.com/og?path=%2Fdocs%2Fsdk%2Fpython + source_provenance: X.com (Cursor_AI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - ENTERPRISE-STABLE + title: Cursor Python SDK Documentation + year: '2026' +https://cursor.com/download: + addition_method: automatic + ai_summary: This page hosts the official cross-platform installation builds (macOS, + Windows, Linux) for the Cursor AI code editor. As a highly optimized fork of VS + Code, Cursor incorporates agentic workflows, multi-file codebase indexing, smart + autocomplete (Cursor Tab), and real-time chat. It serves as the primary gateway + for running high-fidelity developer agents that write, refactor, and review code + collaboratively. + category: devops-tools + complexity: Intermediate + content_hash: 5e4692edbef0d8cdafef49f4c1f38228ade17f59a314e4b086182545d61685fa + description: Official download page for Cursor, a modern code editor optimized for + agentic workflows and AI-assisted programming. + hierarchy: + - Development Tools + - Integrated Development Environments + - AI Code Assistants + - Cursor IDE + is_microservice: false + language: English + last_checked: 1780352302.456805 + reputation_status: Vetted + reputation_summary: De facto standard for AI-first software development, boasting + millions of active users and superior reviews. + resource_type: utility + social_preview_url: https://cursor.com/public/opengraph-image.png + source_provenance: X.com (Cursor_AI) + stars: 4 + status: online + suggested_new_category: devel-sites + tags: + - DE FACTO STANDARD + - ENTERPRISE-STABLE + title: Download Cursor | AI-Powered Code Editor + year: '2026' https://cursor.com/es/learn: + addition_method: manual ai_summary: 'Curator Insight: Comprehensive educational course focused on maximizing efficiency within Cursor AI Editor. @@ -45423,8 +48438,75 @@ https://cursor.com/es/learn: - developerportals.md - ai-agents-mcp.md year: N/A - addition_method: manual +https://cursor.com/insights: + addition_method: automatic + ai_summary: 'Curator Insight: An exceptional empirical breakdown of AI developer + behavior showing that agentic development is shifting software engineering workflows + from manual line-editing to multi-file, autonomous system orchestration. Live + Grounding (MCP): Live data confirms a massive 30% increase in deep tool calls + per session and a 2.5x growth in average PR sizes, underscoring that developers + increasingly trust AI agents to commit code directly, supported heavily by token + prompt caching.' + category: ai-agents-mcp + complexity: Advanced + content_hash: 57f3fbd5552003831eca648d8c835119c5eafd3ebf2fbec8b1ca65fadb3dc9a3 + description: Quantitative analysis of developer productivity, token economics, and + the shift from manual coding to agentic software engineering. + hierarchy: + - AI and Machine Learning + - AI Coding Assistants + - Developer Productivity Reports + is_microservice: false + language: English + last_checked: 1780352705.314531 + reputation_status: Vetted + reputation_summary: Extensively discussed and vetted across Hacker News and ML developer + hubs as an authoritative, quantitative look at AI-native engineering trends. + resource_type: article + social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/OG%20Images/opengraph-insights-2026.png + source_provenance: X.com (Cursor_AI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: The Cursor Developer Habits Report + year: '2026' +https://cursor.com/marketplace: + addition_method: automatic + ai_summary: The central repository for plugins, custom AI rules, and integration + extensions designed for Cursor, the industry-leading AI-first integrated development + environment (IDE). It enables cloud architects and engineers to share and deploy + bespoke developer tools, boosting developer velocity through native LLM-orchestrated + code generation pipelines. + category: ai-agents-mcp + complexity: Intermediate + content_hash: 5d02442fe139a08f2828f7c825c422af72debb7334ef7fba93a3632f4911f66a + description: The official extension and plugin marketplace for Cursor, the AI-first + code editor. + hierarchy: + - AI and Machine Learning + - AI-First Code Editors + - Developer Marketplaces + is_microservice: false + language: en + last_checked: 1780352292.588354 + reputation_status: Vetted + reputation_summary: Extremely popular AI-first editor marketplace, widely considered + the de facto standard for AI-assisted development tools in 2026. + resource_type: tools + social_preview_url: https://cursor.com/_next/static/media/opengraph-image.5aae649a.png + source_provenance: X.com (Cursor_AI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + title: Cursor Extension Marketplace + year: '2026' https://cybernews.com/cloud/trouble-in-paradise-it-professionals-unhappy-with-cloud-services: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -45439,8 +48521,8 @@ https://cybernews.com/cloud/trouble-in-paradise-it-professionals-unhappy-with-cl v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://cyberscoop.com/log4j-hack-security-update-ransomware: + addition_method: manual ai_summary: Analyses the operational friction organizations face when executing rapid security updates on complex dependency trees. Examines how systemic patching bottlenecks expose critical industrial infrastructures to immediate weaponization. @@ -45462,8 +48544,8 @@ https://cyberscoop.com/log4j-hack-security-update-ransomware: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://cyble.com/blog/exposed-kubernetes-clusters: + addition_method: manual ai_summary: A threat analysis analyzing the exposure of insecure Kubernetes endpoints on the public web. Details common scanning methods and real-world exploitation frameworks targeting raw, unauthenticated APIs. @@ -45484,8 +48566,8 @@ https://cyble.com/blog/exposed-kubernetes-clusters: v2_locations: - kubernetes-security.md year: '2022' - addition_method: manual https://cybozu-go.github.io/moco: + addition_method: manual content_hash: 4c1a0f9a38a3e44a57be62b978fd5dcf0915ea106cef5e4f683345e3bd18e380 description: '' health_score: 100.0 @@ -45501,8 +48583,8 @@ https://cybozu-go.github.io/moco: v2_locations: - databases.md year: N/A - addition_method: manual https://cycle.io: + addition_method: manual ai_summary: A low-overhead, managed SaaS container orchestration engine built directly on bare-metal virtual networks. Simplifies infrastructure delivery by removing massive orchestration systems like Kubernetes, enabling rapid container deployment @@ -45530,8 +48612,8 @@ https://cycle.io: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://czakozoltan08.medium.com/stupid-simple-scalability-dc4a7fbe67d6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -45545,8 +48627,8 @@ https://czakozoltan08.medium.com/stupid-simple-scalability-dc4a7fbe67d6: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://d1.awsstatic.com/whitepapers/Overview-AWS-Lambda-Security.pdf: + addition_method: manual ai_summary: This comprehensive security whitepaper explores the micro-VM virtualization boundaries powered by AWS Firecracker that isolate Lambda executions. It details IAM permission scoping, VPC peering mechanisms, data-at-rest encryption protocols, @@ -45575,8 +48657,8 @@ https://d1.awsstatic.com/whitepapers/Overview-AWS-Lambda-Security.pdf: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-compliance.pdf: + addition_method: manual ai_summary: High-density security blueprint analyzing steps to implement PCI DSS compliance requirements on Amazon EKS. It explores data protection strategies, auditable logging mechanisms, network segmentation rules, and strict operational @@ -45607,8 +48689,8 @@ https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-complia v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://daffodilsw.medium.com/what-is-infrastructure-automation-in-devops-d9681870b07d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -45622,8 +48704,8 @@ https://daffodilsw.medium.com/what-is-infrastructure-automation-in-devops-d96818 v2_locations: - iac.md year: N/A - addition_method: manual https://dafriedman97.github.io/mlbook/content/introduction.html: + addition_method: manual content_hash: 5ca1fb22598c7d4d9b2ff924a78c6654a22344457380374b59b945b70b95b46c description: '' health_score: 100.0 @@ -45639,8 +48721,8 @@ https://dafriedman97.github.io/mlbook/content/introduction.html: v2_locations: - mlops.md year: N/A - addition_method: manual https://dagger.io: + addition_method: manual content_hash: 1e8e45a56a193c308fac04c5d096c63e5d4d75b134f91d5a825c0463b42a8e9f description: '' health_score: 100.0 @@ -45657,8 +48739,8 @@ https://dagger.io: - jenkins-alternatives.md - index.md year: N/A - addition_method: manual https://dagster.io/blog/skip-kafka-use-postgres-message-queue: + addition_method: manual ai_summary: An architectural exploration evaluating the use of PostgreSQL as a highly concurrent transactional queue using `FOR UPDATE SKIP LOCKED`. Suggests a lightweight operational alternative to Apache Kafka for low-to-medium scale applications. @@ -45686,8 +48768,8 @@ https://dagster.io/blog/skip-kafka-use-postgres-message-queue: v2_locations: - message-queue.md year: N/A - addition_method: manual https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium: + addition_method: manual ai_summary: An infrastructure guide detailing the automated configuration of a fault-tolerant event-driven backend. Demonstrates the step-by-step deployment of Google Cloud resources and Debezium instances using Pulumi for stateful, declarative management. @@ -45716,8 +48798,8 @@ https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with- v2_locations: - message-queue.md year: N/A - addition_method: manual https://dailymotion-oss.github.io/octopilot: + addition_method: manual content_hash: 60671081c7796482391bf00029192f7c5994610045b872ce582170dfa9bb9190 description: '' health_score: 100.0 @@ -45733,8 +48815,8 @@ https://dailymotion-oss.github.io/octopilot: v2_locations: - gitops.md year: N/A - addition_method: manual https://dani-izquierdo95.medium.com/mysql-automated-backup-on-openshift-k8s-3690280d304f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -45749,24 +48831,24 @@ https://dani-izquierdo95.medium.com/mysql-automated-backup-on-openshift-k8s-3690 v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://daniel.haxx.se/blog/2015/12/14/curl-and-http2-by-default: + addition_method: manual content_hash: 57e8fa96945c1837406860b990e77dbced88104ceb5f442aa5404e1c1fce7bed health_score: 100.0 last_checked: 1779033948.400484 needs_ai_refresh: true v1_locations: - docs/networking.md - addition_method: manual https://daniel.haxx.se/blog/2015/12/20/a-2015-retrospective: + addition_method: manual content_hash: 983e842572cd0289af8791ef009e0ed8f5c97f75903abb9590794d001b074367 health_score: 100.0 last_checked: 1779032153.085392 needs_ai_refresh: true v1_locations: - docs/networking.md - addition_method: manual https://daniel.haxx.se/blog/wp-content/uploads/2020/01/sticker-cheat-sheet.png: + addition_method: manual content_hash: 5cade48c3a2b87ade3cf43c85735bf549dda7ce90ce20403564108a00a592bfb description: '' health_score: 100.0 @@ -45782,8 +48864,8 @@ https://daniel.haxx.se/blog/wp-content/uploads/2020/01/sticker-cheat-sheet.png: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://danielkummer.github.io/git-flow-cheatsheet/index.html: + addition_method: manual ai_summary: A highly interactive and multilingual cheat sheet illustrating the lifecycle of branches in Vincent Driessen's GitFlow model. This reference acts as an indispensable, quick-lookup guide for understanding CLI commands for features, releases, and @@ -45813,8 +48895,8 @@ https://danielkummer.github.io/git-flow-cheatsheet/index.html: - git.md - cheatsheets.md year: N/A - addition_method: manual https://danielmangum.com/posts/controller-runtime-client-go-rate-limiting: + addition_method: manual content_hash: 5cb28cadf869cd692e2d338e343bb1644b169243615a69e4e095b97ad57c5f93 description: '' health_score: 100.0 @@ -45830,8 +48912,8 @@ https://danielmangum.com/posts/controller-runtime-client-go-rate-limiting: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://danielmangum.com/posts/how-kubernetes-validates-custom-resources: + addition_method: manual content_hash: 6162ee080b2b989e6dc592fb954de562e3f9823939aff19fe096f4cad3c0ee49 description: '' health_score: 100.0 @@ -45847,8 +48929,8 @@ https://danielmangum.com/posts/how-kubernetes-validates-custom-resources: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://danielmangum.com/posts/k8s-asa-the-storage-interface: + addition_method: manual content_hash: af62e2d7a77f0d598e231234bf168c365c0e55ee7dd4f22534eae523c29a3009 description: '' health_score: 100.0 @@ -45864,8 +48946,8 @@ https://danielmangum.com/posts/k8s-asa-the-storage-interface: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://dannys.cloud/10-best-free-aws-learning-resources-for-beginners: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -45879,8 +48961,8 @@ https://dannys.cloud/10-best-free-aws-learning-resources-for-beginners: v2_locations: - aws.md year: N/A - addition_method: manual https://dannys.cloud/autocomplete-cloudformation-resources-vs-code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -45894,8 +48976,8 @@ https://dannys.cloud/autocomplete-cloudformation-resources-vs-code: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://danoncoding.com/tricky-kubernetes-memory-management-for-java-applications-d2f88dd4e9f6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -45910,8 +48992,8 @@ https://danoncoding.com/tricky-kubernetes-memory-management-for-java-application v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://dapr.io: + addition_method: manual ai_summary: Curator Insight presents Dapr as a portable, event-driven runtime that simplifies building resilient, distributed microservices. Live Grounding highlights its widespread enterprise adoption as a CNCF incubated project, offering sidecar @@ -45943,8 +49025,8 @@ https://dapr.io: - serverless.md - kubernetes.md year: N/A - addition_method: manual https://darryl-ruggles.cloud/aws-sso-credentials-with-multiple-accounts: + addition_method: manual content_hash: 976a04dabaa3d7e772ccd3e8f7f4be3258b490009cf7e3918aa21ca6c4909243 description: '' health_score: 100.0 @@ -45960,8 +49042,8 @@ https://darryl-ruggles.cloud/aws-sso-credentials-with-multiple-accounts: v2_locations: - aws-security.md year: N/A - addition_method: manual https://darumatic.com/blog/improve_kubectl_command_with_krew: + addition_method: manual content_hash: ff84e41b5c0fbcfc559e71deab7f289713d2bfcd715075215ca4bbea1a01bf8d description: '' health_score: 100.0 @@ -45977,8 +49059,8 @@ https://darumatic.com/blog/improve_kubectl_command_with_krew: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://darumatic.com/blog/podman_introduction: + addition_method: manual content_hash: c71c50c6177b1ac4a53cd2a44f5d0fb511b539659e10782192a1f6bc5c219aaa description: '' health_score: 100.0 @@ -45994,8 +49076,8 @@ https://darumatic.com/blog/podman_introduction: v2_locations: - container-managers.md year: N/A - addition_method: manual https://dashbird.io/blog/aws-application-load-balancer: + addition_method: manual content_hash: c3cc8df00ac5fef2e7d25252a4193b854ea48f79dd965d57a6e0f67404977e0b description: '' health_score: 100.0 @@ -46011,8 +49093,8 @@ https://dashbird.io/blog/aws-application-load-balancer: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://dashbird.io/blog/aws-relational-database-rds: + addition_method: manual content_hash: e995ac79ad740f95d639b3f2bdf16584f25443a988d156d52d959cf292565102 health_score: 100.0 last_checked: 1779029121.081864 @@ -46020,8 +49102,8 @@ https://dashbird.io/blog/aws-relational-database-rds: v1_locations: - docs/aws-databases.md - docs/aws.md - addition_method: manual https://dashbird.io/blog/aws-s3-python-tricks: + addition_method: manual content_hash: 8e29e22b0d8afe1f750d773fd7895df1946136bbc9d647ea58cf6fbfbfcc10ce description: '' health_score: 100.0 @@ -46037,8 +49119,8 @@ https://dashbird.io/blog/aws-s3-python-tricks: v2_locations: - python.md year: N/A - addition_method: manual https://dashbird.io/blog/aws-secrets-manager-python: + addition_method: manual content_hash: 7b91eef891ade92ca8f1d09d80cecac63e3f6006b9cd5d1b5588bebd441848a7 description: '' health_score: 100.0 @@ -46054,16 +49136,16 @@ https://dashbird.io/blog/aws-secrets-manager-python: v2_locations: - python.md year: N/A - addition_method: manual https://dashbird.io/blog/aws-sns: + addition_method: manual content_hash: a7fc4111abfb63c7ee2812b3334ef40a55c090b49e7e988a929be56f2023280f health_score: 100.0 last_checked: 1779032679.335676 needs_ai_refresh: true v1_locations: - docs/aws-messaging.md - addition_method: manual https://dashbird.io/blog/boto3-aws-python: + addition_method: manual content_hash: 109d8028602b642c6946f16830c7b7cc8f0163430ccd4e6a5c2c35a074ac0990 description: '' health_score: 100.0 @@ -46079,8 +49161,8 @@ https://dashbird.io/blog/boto3-aws-python: v2_locations: - python.md year: N/A - addition_method: manual https://dashbird.io/blog/deploying-aws-lambda-with-docker: + addition_method: manual ai_summary: An analysis of AWS Lambda's support for container images (OCI specifications), evaluating the deployment pipeline and containerized execution cold starts. It provides practical comparisons between zip deployment strategies and the 10GB @@ -46111,8 +49193,8 @@ https://dashbird.io/blog/deploying-aws-lambda-with-docker: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://dashbird.io/blog/monitoring-vs-observability: + addition_method: manual content_hash: a5a47b316b74741c79de01ebbddadbd1df25f3a716873e4f5df21bd9a99d854e description: '' health_score: 100.0 @@ -46128,8 +49210,8 @@ https://dashbird.io/blog/monitoring-vs-observability: v2_locations: - monitoring.md year: N/A - addition_method: manual https://dashbird.io/blog/optimizing-aws-lambda-for-production: + addition_method: manual ai_summary: Highly actionable technical tips covering memory tuning, global state reuse, connection pooling, and payload size optimization to reduce execution duration and AWS billing. It explains how to programmatically profile function limits to @@ -46158,8 +49240,8 @@ https://dashbird.io/blog/optimizing-aws-lambda-for-production: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://dashbird.io/blog/serverless-case-study-coca-cola: + addition_method: manual content_hash: d77f56fc7f87b1cfd8c78c5824f488d9ff47d09839b553e699a947272fb7cdb0 description: '' health_score: 100.0 @@ -46175,8 +49257,8 @@ https://dashbird.io/blog/serverless-case-study-coca-cola: v2_locations: - serverless.md year: N/A - addition_method: manual https://dashbird.io/blog/use-aws-free: + addition_method: manual content_hash: 716de04fe41d380fe42b686888ff4fd127fe1e2e41e95d00cf5b644614f95db8 description: '' health_score: 100.0 @@ -46192,8 +49274,85 @@ https://dashbird.io/blog/use-aws-free: v2_locations: - aws.md year: N/A - addition_method: manual +https://dataaisummit.databricks.com/flow/db/dais2026/landing/page/home: + addition_method: automatic + ai_summary: 'The official landing portal for Databricks Data + AI Summit 2026, the + premier industry conference centered around data engineering, analytics, MLOps, + and generative AI. + + - **Architectural Value**: Aggregates industry advancements in data lakes, lakehouses, + MLOps, and agentic AI. + + - **Key Features**: Provides registration, session schedules, and networking resources. + + - **Technical Significance**: Offers a centralized look into real-world deployments + of Apache Spark, Delta Lake, and generative AI orchestration patterns.' + category: ai-agents-mcp + complexity: intermediate + content_hash: c4364c7503e1b1f4ec387333c1d3da11c384cf237499e88789d09dc443ce7c8f + description: The premier global conference for data engineering, lakehouses, MLOps, + and generative AI orchestration. + hierarchy: + - Data Engineering + - Machine Learning + - AI Conference + - Databricks Ecosystem + is_microservice: false + language: en + last_checked: 1780352544.370242 + reputation_status: Vetted + reputation_summary: The flagship global conference for the data, analytics, and + AI ecosystem hosted by Databricks, highly regarded by enterprise data engineers + and architects. + resource_type: event + social_preview_url: '' + source_provenance: X.com (ApacheSpark) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: Databricks Data + AI Summit 2026 + year: '2026' +https://databaseschool.com/series/intro-to-postgres/videos/203: + addition_method: automatic + ai_summary: 'A technical video guide focusing on PostgreSQL optimization and foundational + query planning from Aaron Francis''s Database School platform. + + * Breaks down the transaction lifecycle, indexes, and efficient schema design + patterns. + + * Equips engineers with the analytical tools needed to diagnose query bottlenecks + and resolve database constraints in high-throughput applications.' + category: aws-databases + complexity: beginner + content_hash: ede7c0537f028b77c73e0e152280a1ed23184a9966c5a24fd3f802724e43c9a2 + description: An educational video diving into PostgreSQL schema, indexing, and query + planning optimization under Aaron Francis's Database School. + hierarchy: + - Data Architecture + - PostgreSQL + - Database Design + - Query Tuning + is_microservice: false + language: en + last_checked: 1780352686.744484 + reputation_status: Vetted + reputation_summary: Aaron Francis's database educational series is highly regarded + for delivering practical, high-quality, and visually elegant PostgreSQL instruction. + resource_type: video + social_preview_url: https://databaseschool.com/width=1200,height=630,fit=cover/images/ogimage.jpg + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: database-education + tags: + - GUIDE + - COMMUNITY-TOOL + title: 'Database School: Intro to Postgres - Video 203' + year: '2025' https://databricks.com/blog/2020/09/11/announcing-databricks-labs-terraform-integration-on-aws-and-azure.html: + addition_method: manual content_hash: 705b224a9a99a869e13792f7e1bee4bb83da368060fb07ce704a4c18d0c218a5 description: '' health_score: 100.0 @@ -46204,8 +49363,8 @@ https://databricks.com/blog/2020/09/11/announcing-databricks-labs-terraform-inte v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell: + addition_method: manual content_hash: 66ad66393871e7d7738581930a73ba5f83a08a8e13add3bcf4221e39f1b230f4 description: '' health_score: 100.0 @@ -46223,8 +49382,8 @@ https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server - databases.md - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://dataengineeringcentral.substack.com/p/why-is-everyone-trying-to-kill-airflow?sd=pf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46239,8 +49398,8 @@ https://dataengineeringcentral.substack.com/p/why-is-everyone-trying-to-kill-air v2_locations: - message-queue.md year: N/A - addition_method: manual https://datafix.com.au/BASHing: + addition_method: manual ai_summary: A rich curation of techniques and workflows for executing data operations using native command-line utilities. It showcases advanced pipelines involving tools like awk, sed, and cut to manipulate massive tabular data efficiently. @@ -46267,8 +49426,8 @@ https://datafix.com.au/BASHing: v2_locations: - linux.md year: N/A - addition_method: manual https://datascientest.com/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipelines-with-yaml: + addition_method: manual content_hash: 6dbb214b320f30956ba3abb8622b5a1ba7502c277d219811533572a2e076232e description: '' health_score: 100.0 @@ -46280,8 +49439,8 @@ https://datascientest.com/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipe v1_locations: - docs/azure.md year: N/A - addition_method: manual https://datascientest.com/en/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool: + addition_method: manual content_hash: 8898b001b276356acce78fd70da23c18794c137681e208b6ca9d2056934f4445 description: '' health_score: 100.0 @@ -46292,9 +49451,9 @@ https://datascientest.com/en/azure-devops-vs-github-actions-which-is-the-best-ci v1_locations: - docs/azure.md year: N/A - addition_method: manual ? https://datastation.multiprocess.io/blog/2022-03-03-improving-go-json-encoding-performance-for-large-arrays-of-objects.html -: ai_summary: An insightful profiling case study on optimizing JSON serialization +: addition_method: manual + ai_summary: An insightful profiling case study on optimizing JSON serialization speeds in Go for large object payloads, highlighting GC allocation metrics and custom parsing alternatives. complexity: Advanced @@ -46322,8 +49481,8 @@ https://datascientest.com/en/azure-devops-vs-github-actions-which-is-the-best-ci v2_locations: - golang.md year: N/A - addition_method: manual https://datree.io/blog/git-commit-message-conventions-for-readable-git-log: + addition_method: manual content_hash: 1fb19f74bda643388d08f5b4dd46eab5b7cb5616b679576ce18de7530f52e0b1 description: '' health_score: 100.0 @@ -46334,8 +49493,8 @@ https://datree.io/blog/git-commit-message-conventions-for-readable-git-log: v1_locations: - docs/git.md year: N/A - addition_method: manual https://datree.io/blog/useful-git-commands-list: + addition_method: manual content_hash: 6016e4eecbe1350639055aee133cff5ff509790ff0233e35c47fd00c7c38a9ca description: '' health_score: 100.0 @@ -46346,8 +49505,8 @@ https://datree.io/blog/useful-git-commands-list: v1_locations: - docs/git.md year: N/A - addition_method: manual https://datree.io/resources/argocd-best-practices-you-should-know: + addition_method: manual content_hash: c63ae131429a92f8f9b779333811592360a2d23d22cefa4e72962f71884e077e description: '' health_score: 100.0 @@ -46358,8 +49517,8 @@ https://datree.io/resources/argocd-best-practices-you-should-know: v1_locations: - docs/argo.md year: N/A - addition_method: manual https://datree.io/resources/eks-1-22-upgrade-tutorial: + addition_method: manual content_hash: 3f8136951d1a1e6eafc35b588a4118b8a4e65d6d525502f539850ee5e35b211d description: '' health_score: 100.0 @@ -46370,8 +49529,8 @@ https://datree.io/resources/eks-1-22-upgrade-tutorial: v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://datree.io/resources/kubernetes-readiness-and-liveness-probes-best-practices: + addition_method: manual content_hash: e033761c60b8f2f0ba027dbdf531f2ee9cf70ac448517ef79194c72226b51a60 description: '' health_score: 100.0 @@ -46382,8 +49541,8 @@ https://datree.io/resources/kubernetes-readiness-and-liveness-probes-best-practi v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://dave.cheney.net/high-performance-json.html: + addition_method: manual ai_summary: A deep technical analysis exploring performance tuning mechanics during JSON compilation inside Go. Targets heap allocation constraints, parsing loops, and stream processing techniques for microsecond serialization pipelines. @@ -46412,15 +49571,15 @@ https://dave.cheney.net/high-performance-json.html: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://dave.cheney.net/paste/ingress-is-dead-long-live-ingressroute.pdf: + addition_method: manual content_hash: c572b2801fb6cdb1b94c0d3eed7d2ecd548425aac9c849464856f7ff30b50211 health_score: 100.0 last_checked: 1779030208.744608 v1_locations: - docs/kubernetes-networking.md - addition_method: manual https://daveops.xyz/2020/08/25/administrar-usuarios-en-eks: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46434,8 +49593,8 @@ https://daveops.xyz/2020/08/25/administrar-usuarios-en-eks: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://daveops.xyz/en/2020/09/18/running-db-migrations-on-kubernetes-with-helm: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46449,8 +49608,8 @@ https://daveops.xyz/en/2020/09/18/running-db-migrations-on-kubernetes-with-helm: v2_locations: - helm.md year: N/A - addition_method: manual https://davidsr.me/deploy-azure-waf-with-terraform-and-azure-devops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46465,8 +49624,8 @@ https://davidsr.me/deploy-azure-waf-with-terraform-and-azure-devops: v2_locations: - demos.md year: N/A - addition_method: manual https://davidwalsh.name/more-awesome-git-aliases: + addition_method: manual ai_summary: A curated set of advanced Git alias definitions targeting productivity improvements. Focuses on parsing, pretty-printing logs, tracking status flags, and customizing shell environments for version-control readability. @@ -46494,8 +49653,8 @@ https://davidwalsh.name/more-awesome-git-aliases: v2_locations: - git.md year: N/A - addition_method: manual https://davidxiang.com/2021/01/10/kafka-as-a-database: + addition_method: manual ai_summary: Evaluates the controversial 'Kafka as a database' design model. Analyzes the trade-offs of using Kafka for data persistence, explaining limits on random queries and index lookups relative to typical relational/NoSQL setups. @@ -46522,8 +49681,8 @@ https://davidxiang.com/2021/01/10/kafka-as-a-database: v2_locations: - message-queue.md year: N/A - addition_method: manual https://dbafromthecold.com/2020/04/08/adjusting-pod-eviction-time-in-kubernetes: + addition_method: manual content_hash: c6672a0165e081bedbd79c97f3cbc938430e6707b1d6e3eed9df7754dc3b8c9f description: '' health_score: 100.0 @@ -46539,8 +49698,8 @@ https://dbafromthecold.com/2020/04/08/adjusting-pod-eviction-time-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dbasecenter.com/blog/the-top-5-mysql-performance-variables: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46554,8 +49713,8 @@ https://dbasecenter.com/blog/the-top-5-mysql-performance-variables: v2_locations: - databases.md year: N/A - addition_method: manual https://dbatools.io: + addition_method: manual content_hash: a70715bc53afa059848195d36e313974857bb8e0a37648e2e75713ea5b9023b1 description: '' health_score: 100.0 @@ -46571,8 +49730,8 @@ https://dbatools.io: v2_locations: - azure.md year: N/A - addition_method: manual https://ddev.com: + addition_method: manual content_hash: d2ee386f7a1d6910abb97b1cdb81faf45d930a166da44a1c1fb9f6b2adc6fa5c description: '' health_score: 100.0 @@ -46588,8 +49747,8 @@ https://ddev.com: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://debezium.io: + addition_method: manual ai_summary: The industry-leading, open-source distributed platform for Change Data Capture (CDC). Built on top of Apache Kafka, it taps database transaction logs in real-time, streaming row-level mutations downstream without querying databases. @@ -46618,8 +49777,8 @@ https://debezium.io: v2_locations: - message-queue.md year: N/A - addition_method: manual https://debezium.io/blog/2020/02/25/lessons-learned-running-debezium-with-postgresql-on-rds: + addition_method: manual ai_summary: A highly valuable technical case study sharing performance profiles, optimization constraints, and gotchas when operating Debezium alongside Amazon RDS PostgreSQL. It details replication slot configurations, WAL storage management, @@ -46649,8 +49808,8 @@ https://debezium.io/blog/2020/02/25/lessons-learned-running-debezium-with-postgr v2_locations: - message-queue.md year: N/A - addition_method: manual https://debezium.io/blog/2021/10/20/using-debezium-create-data-lake-with-apache-iceberg: + addition_method: manual ai_summary: Explains how to feed streaming transaction logs directly into Apache Iceberg storage using Debezium CDC and Kafka Connect. Outlines strategies for supporting dynamic schema evolution and ensuring transactional ACID-level safety @@ -46678,8 +49837,8 @@ https://debezium.io/blog/2021/10/20/using-debezium-create-data-lake-with-apache- v2_locations: - message-queue.md year: N/A - addition_method: manual https://debuild.co: + addition_method: manual content_hash: 1eaaf94d204dd7f252129a9fead48a50962e2f5ac72da3b526a80060ad69c1ae description: '' health_score: 100.0 @@ -46695,8 +49854,8 @@ https://debuild.co: v2_locations: - devops.md year: N/A - addition_method: manual https://decisivedevops.com/kubernetes-events-news-feed-of-your-kubernetes-cluster-826e08892d7a: + addition_method: manual content_hash: 134f63f2931ddf7830152d43c41b430f875d341dc060efbe5b51f8771bbc1cb1 description: '' health_score: 100.0 @@ -46712,8 +49871,8 @@ https://decisivedevops.com/kubernetes-events-news-feed-of-your-kubernetes-cluste v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://declarando.es: + addition_method: manual ai_summary: Automated tax advisor and accounting platform tailored for Spanish freelancers, optimizing tax deductions and filing quarterly declarations dynamically. [SPANISH CONTENT] @@ -46740,8 +49899,8 @@ https://declarando.es: v2_locations: - freelancing.md year: N/A - addition_method: manual https://decodingml.substack.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46755,8 +49914,8 @@ https://decodingml.substack.com: v2_locations: - mlops.md year: N/A - addition_method: manual https://decodingml.substack.com/p/how-to-ensure-your-models-are-fail: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46770,8 +49929,8 @@ https://decodingml.substack.com/p/how-to-ensure-your-models-are-fail: v2_locations: - mlops.md year: N/A - addition_method: manual https://deepsource.com/blog/zero-downtime-deployment: + addition_method: manual content_hash: b6dd6293431ecad3f9f05632785eb534b7ebb26cff5230387037565d07be2888 health_score: 100.0 last_checked: 1779130495.022772 @@ -46782,8 +49941,8 @@ https://deepsource.com/blog/zero-downtime-deployment: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://deepsource.io/blog/zero-downtime-deployment: + addition_method: manual content_hash: 1cbfd14171774ccc28b2985299a66a8326911c882f102d2b33d4c5de4d13cced description: '' health_score: 100.0 @@ -46794,8 +49953,8 @@ https://deepsource.io/blog/zero-downtime-deployment: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://deeptimittalblogger.medium.com/event-driven-architecture-111f504a8cbc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46809,8 +49968,8 @@ https://deeptimittalblogger.medium.com/event-driven-architecture-111f504a8cbc: v2_locations: - introduction.md year: N/A - addition_method: manual https://dekorate.io: + addition_method: manual content_hash: 645ca04946ff400a49afe337cbf4cfc3eff0f69a21b425fb34405531fec9c779 description: '' health_score: 100.0 @@ -46828,8 +49987,8 @@ https://dekorate.io: - java_frameworks.md - kubernetes-tools.md year: N/A - addition_method: manual https://denic.hashnode.dev/resources-to-crush-the-technical-interview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46843,8 +50002,8 @@ https://denic.hashnode.dev/resources-to-crush-the-technical-interview: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://deniscooper.co.uk/azure-devops-terraform-pipeline: + addition_method: manual ai_summary: A production-grade, step-by-step tutorial on building a fully secure and automated Terraform deployment pipeline within Azure DevOps. Provides robust, reusable YAML template definitions, including state locking configurations, plan @@ -46877,9 +50036,9 @@ https://deniscooper.co.uk/azure-devops-terraform-pipeline: - terraform.md - azure.md year: N/A - addition_method: manual ? https://denniszielke.medium.com/using-azure-container-apps-at-scale-instead-of-your-building-your-own-naas-on-top-of-k8s-7c4760c2511f -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029838.054093 @@ -46893,8 +50052,8 @@ https://deniscooper.co.uk/azure-devops-terraform-pipeline: v2_locations: - azure.md year: N/A - addition_method: manual https://deors.wordpress.com/2019/04/25/jenkins-ci-pipeline-java-spring-boot-maven-docker: + addition_method: manual content_hash: 1bb4a1e5a4582cacf5384645a3dd90982e92db22cb9924a9f1c6c52d08013e3c description: '' health_score: 100.0 @@ -46905,8 +50064,8 @@ https://deors.wordpress.com/2019/04/25/jenkins-ci-pipeline-java-spring-boot-mave v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://dev-k8sref-io.web.app: + addition_method: manual content_hash: 5dacdb499a905810bdbccea8cd35180c925a7b9f60e4db2d92ab5b8000a2ce19 description: '' health_score: 100.0 @@ -46924,8 +50083,8 @@ https://dev-k8sref-io.web.app: - kubernetes.md - cheatsheets.md year: N/A - addition_method: manual https://dev-vibe.medium.com/encrypt-helm-sensitive-data-9d7622e41d00: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -46939,8 +50098,8 @@ https://dev-vibe.medium.com/encrypt-helm-sensitive-data-9d7622e41d00: v2_locations: - devsecops.md year: N/A - addition_method: manual https://dev.to/_nicolas_louis_/how-to-run-docker-on-windows-without-docker-desktop-hik: + addition_method: manual content_hash: 1be9bde3e98af2966cb245241044651c9165c9929f767279181e58578ebd38cf description: '' health_score: 100.0 @@ -46956,8 +50115,8 @@ https://dev.to/_nicolas_louis_/how-to-run-docker-on-windows-without-docker-deskt v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/aashiya123/git-commands-cheatsheet-advanced-20-git-commands-advanced--35i3: + addition_method: manual content_hash: 82d72858f13914c12791f98784b555f57cdc2dbf2c77cd925fe85313768ef6de description: '' health_score: 100.0 @@ -46973,8 +50132,8 @@ https://dev.to/aashiya123/git-commands-cheatsheet-advanced-20-git-commands-advan v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/abdorah/how-to-create-production-docker-image-ready-for-deployment-4bbe: + addition_method: manual content_hash: c4395d4788daf6c6e05a055cfc706982964b2ec672dbce048a7a16f381e19a3c description: '' health_score: 100.0 @@ -46990,8 +50149,8 @@ https://dev.to/abdorah/how-to-create-production-docker-image-ready-for-deploymen v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/abhinavd26/all-about-k3s-lightweight-kubernetes-3ell: + addition_method: manual content_hash: d35ea7c3f516460172057d93d91ee20add9c38f81ae7ece026eda74fde3eb07a description: '' health_score: 100.0 @@ -47007,8 +50166,8 @@ https://dev.to/abhinavd26/all-about-k3s-lightweight-kubernetes-3ell: v2_locations: - rancher.md year: N/A - addition_method: manual https://dev.to/actitime/whats-wrong-with-measuring-developer-performance-10-best-metrics-5620: + addition_method: manual content_hash: c7c864de64dc2096d6742a75cadd66d30a84428c00b3dbe9739406af220a54cd description: '' health_score: 100.0 @@ -47024,8 +50183,8 @@ https://dev.to/actitime/whats-wrong-with-measuring-developer-performance-10-best v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://dev.to/ajeetraina/top-200-kubernetes-tools-for-devops-engineer-like-you-3h7e: + addition_method: manual content_hash: df90aba87b4844ffdf3021a6f15d30fb892e50676beee253a6ed1500e3c62488 description: '' health_score: 100.0 @@ -47036,8 +50195,8 @@ https://dev.to/ajeetraina/top-200-kubernetes-tools-for-devops-engineer-like-you- v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://dev.to/aksrao1998/dockerize-a-golang-http-server-and-deploy-it-on-kubernetes-592j: + addition_method: manual ai_summary: Curator Insight explains how to wrap a basic Go HTTP server into a Docker container and set up K8s deployment manifests. Live Grounding identifies this as a foundational tutorial detailing deployment mechanics, services, and ports. @@ -47064,8 +50223,8 @@ https://dev.to/aksrao1998/dockerize-a-golang-http-server-and-deploy-it-on-kubern v2_locations: - golang.md year: N/A - addition_method: manual https://dev.to/aleksk1ng/go-kafka-and-grpc-clean-architecture-cqrs-microservices-with-jaeger-tracing-45bj: + addition_method: manual content_hash: e421305af311d45da0cb9503cc07b2faa016d78f2356bb438a7900193c6016b6 description: '' health_score: 100.0 @@ -47082,8 +50241,8 @@ https://dev.to/aleksk1ng/go-kafka-and-grpc-clean-architecture-cqrs-microservices v2_locations: - demos.md year: N/A - addition_method: manual https://dev.to/amanhimself/how-to-configure-vscode-bracket-pair-colors-natively-3nl: + addition_method: manual content_hash: 1c9f12f772ceeff004b5e5fdc0c4ca72cb3d59abef463c093f11b05477bf25fd description: '' health_score: 100.0 @@ -47099,8 +50258,8 @@ https://dev.to/amanhimself/how-to-configure-vscode-bracket-pair-colors-natively- v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/amplication/extending-gitops-effortless-continuous-integration-and-deployment-on-kubernetes-1oem: + addition_method: manual ai_summary: 'Curator Insight: Examines the convergence of Continuous Integration (CI) and GitOps (CD) loops on Kubernetes clusters. Live Grounding: Covers the integration of automated code generation tools like Amplication with declarative @@ -47129,8 +50288,8 @@ https://dev.to/amplication/extending-gitops-effortless-continuous-integration-an v2_locations: - argo.md year: N/A - addition_method: manual https://dev.to/ankit01oss/5-github-projects-to-make-you-a-better-devops-engineer-2fkl: + addition_method: manual content_hash: ec4ed82471cf8a1501ac672b8a6bd474996ab6482908150732eed89849c1beff description: '' health_score: 100.0 @@ -47146,8 +50305,8 @@ https://dev.to/ankit01oss/5-github-projects-to-make-you-a-better-devops-engineer v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/appland/video-visualize-the-architecture-of-your-java-app-in-vs-code-in-2-minutes-568j: + addition_method: manual content_hash: d1ad685891679905b0fdd1b94502225d97ab2a117764266aaa045729d40d16af description: '' health_score: 100.0 @@ -47159,8 +50318,8 @@ https://dev.to/appland/video-visualize-the-architecture-of-your-java-app-in-vs-c v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://dev.to/appmap/video-visualize-the-architecture-of-your-java-app-in-vs-code-in-2-minutes-568j: + addition_method: manual content_hash: 5d75699b6e05e806c15e427a611979a335a5648d9e046d8a46105a75733f72b3 health_score: 100.0 last_checked: 1779130494.983141 @@ -47171,8 +50330,8 @@ https://dev.to/appmap/video-visualize-the-architecture-of-your-java-app-in-vs-co - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://dev.to/arpanadhikari/reusable-aws-iam-role-for-service-accounts-irsa-for-k8s-terraform-module-2og2: + addition_method: manual content_hash: 1c5bb36ead2e87b8636c6f77d1e61540d2c8f2d76ac2e8fa7ca4426484944879 description: '' health_score: 100.0 @@ -47189,8 +50348,8 @@ https://dev.to/arpanadhikari/reusable-aws-iam-role-for-service-accounts-irsa-for v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/arunkc/get-started-with-apache-airflow-1218: + addition_method: manual ai_summary: A step-by-step introduction to Apache Airflow design patterns. Covers the core orchestration concepts including DAG definitions, basic Python operators, scheduler parameters, and task execution workflows. @@ -47218,8 +50377,8 @@ https://dev.to/arunkc/get-started-with-apache-airflow-1218: v2_locations: - message-queue.md year: N/A - addition_method: manual https://dev.to/attaullahshafiq10/dev-ops-59dm: + addition_method: manual content_hash: 6c7f5966c73ed119f3969315108dde3d3138430ce88b5167477418503de13f12 description: '' health_score: 100.0 @@ -47235,8 +50394,8 @@ https://dev.to/attaullahshafiq10/dev-ops-59dm: v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/aurelievache/kubernetes-sketchnotes-pods-4ib0: + addition_method: manual content_hash: b2b699b83a16e47c8408c1f1326cb60b7c8a403ad60aa2acc4de5d0a8660c98a description: '' health_score: 100.0 @@ -47252,8 +50411,8 @@ https://dev.to/aurelievache/kubernetes-sketchnotes-pods-4ib0: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/aurelievache/understanding-istio-part-1-istio-components-4ik5: + addition_method: manual ai_summary: An introductory, visual guide breaking down Istio's main components. Explains how the service proxy layer links with control planes to control cluster traffic. @@ -47280,8 +50439,8 @@ https://dev.to/aurelievache/understanding-istio-part-1-istio-components-4ik5: v2_locations: - istio.md year: N/A - addition_method: manual https://dev.to/aurelievache/understanding-istio-part-16-observability-metrics-2m8p: + addition_method: manual content_hash: eeb17a9dc77ef7ee62db1b0a1001391a4f5e4a4d3429daa87bdc4e4439cd24a1 description: '' health_score: 100.0 @@ -47292,8 +50451,8 @@ https://dev.to/aurelievache/understanding-istio-part-16-observability-metrics-2m v1_locations: - docs/istio.md year: N/A - addition_method: manual https://dev.to/aurelievache/understanding-istio-part-9-destinationrule-1g7e: + addition_method: manual content_hash: 2e623cf8725bd47f95788b1f66fb1e12be17c6cb2ef27abbcf4b38fee0bd9754 description: '' health_score: 100.0 @@ -47304,8 +50463,8 @@ https://dev.to/aurelievache/understanding-istio-part-9-destinationrule-1g7e: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://dev.to/aurelievache/understanding-kubernetes-part-22-limitrange-144l: + addition_method: manual content_hash: 301f91367c37369ac6a5cd8cd95be5342e9853be59111dcca3c836d2e9a2f317 description: '' health_score: 100.0 @@ -47321,8 +50480,8 @@ https://dev.to/aurelievache/understanding-kubernetes-part-22-limitrange-144l: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/aurelievache/understanding-kubernetes-part-48-kubernetes-127-changelog-1alk: + addition_method: manual content_hash: 6d869606aa2bcaf5675f2cae2462dfcaa81be1c7b0c86e90fe479f7aff73d051 description: '' health_score: 100.0 @@ -47338,8 +50497,8 @@ https://dev.to/aurelievache/understanding-kubernetes-part-48-kubernetes-127-chan v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://dev.to/aws-builders/adding-an-ebs-volume-to-a-running-aws-ec2-instance-311l: + addition_method: manual ai_summary: A step-by-step tutorial on attaching, partition formatting (ext4/xfs), and mounting a new EBS volume onto an active Linux EC2 instance without triggering server downtime. @@ -47366,8 +50525,8 @@ https://dev.to/aws-builders/adding-an-ebs-volume-to-a-running-aws-ec2-instance-3 v2_locations: - aws-storage.md year: N/A - addition_method: manual https://dev.to/aws-builders/amazon-vpc-lattice-build-applications-not-networks-59j8: + addition_method: manual content_hash: 63f6b0988c2581ebd7fcca523842097930c5e344f540ab433848a2b3d7769f21 description: '' health_score: 100.0 @@ -47383,8 +50542,8 @@ https://dev.to/aws-builders/amazon-vpc-lattice-build-applications-not-networks-5 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://dev.to/aws-builders/aws-app-runner-how-to-deploy-containerized-applications-using-app-runner-1f7c: + addition_method: manual content_hash: bf78ad5936189a9509648f87176f2cf4fc0d19a42ff1dcafdd814bd753d0bdd7 description: '' health_score: 100.0 @@ -47401,8 +50560,8 @@ https://dev.to/aws-builders/aws-app-runner-how-to-deploy-containerized-applicati v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://dev.to/aws-builders/aws-waf-web-application-firewall-deep-dive-15bd: + addition_method: manual content_hash: 3a80cdd7603750904141e7fa95650400a46f82132e0bbd3fb5185b6e29e25f59 description: '' health_score: 100.0 @@ -47418,8 +50577,8 @@ https://dev.to/aws-builders/aws-waf-web-application-firewall-deep-dive-15bd: v2_locations: - aws-security.md year: N/A - addition_method: manual https://dev.to/aws-builders/best-practices-for-securing-kubernetes-deployments-1jg6: + addition_method: manual ai_summary: Focuses on deployment hardening guidelines tailored for AWS Elastic Kubernetes Service (EKS) and native clusters. Curator insight outlines using IAM Roles for Service Accounts (IRSA) to implement AWS credential isolation. Live @@ -47449,8 +50608,8 @@ https://dev.to/aws-builders/best-practices-for-securing-kubernetes-deployments-1 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/aws-builders/best-practices-when-designing-aws-architecture-4c8d: + addition_method: manual content_hash: 0b3ed91b300dc97b96241ed4a089fb7260d0734b0b386735043aab5923dec739 description: '' health_score: 100.0 @@ -47466,8 +50625,8 @@ https://dev.to/aws-builders/best-practices-when-designing-aws-architecture-4c8d: v2_locations: - aws.md year: N/A - addition_method: manual https://dev.to/aws-builders/continuous-integration-and-deployment-on-aws-and-a-wishlist-for-cicd-tools-on-aws-5a13: + addition_method: manual content_hash: 2b6293eccc0da35ddea64c465b8570b7ea93bc572361cc4e4f6cf5f20aa1547b description: '' health_score: 100.0 @@ -47484,9 +50643,9 @@ https://dev.to/aws-builders/continuous-integration-and-deployment-on-aws-and-a-w v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual ? https://dev.to/aws-builders/creating-a-rest-api-with-infrastructure-as-code-terraform-serverless-lambda-python-part-2-cicd-g8h -: content_hash: 426456bb6aaab7dc48df122c3fe1851efc48a18367c39bf13648c643e04ab976 +: addition_method: manual + content_hash: 426456bb6aaab7dc48df122c3fe1851efc48a18367c39bf13648c643e04ab976 description: '' health_score: 100.0 last_checked: 1779029466.294031 @@ -47502,8 +50661,8 @@ https://dev.to/aws-builders/continuous-integration-and-deployment-on-aws-and-a-w v2_locations: - demos.md year: N/A - addition_method: manual https://dev.to/aws-builders/creating-an-eks-cluster-and-node-group-with-terraform-1lf6: + addition_method: manual content_hash: 19d1b66cc986a07075cb31f17ddbe4b99ad2b969ddf36dd931e3eb8b91c4277d description: '' health_score: 100.0 @@ -47519,8 +50678,8 @@ https://dev.to/aws-builders/creating-an-eks-cluster-and-node-group-with-terrafor v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/aws-builders/deploying-a-containerized-app-to-ecs-fargate-using-a-private-ecr-repo-terragrunt-5b8a: + addition_method: manual content_hash: 373e5dead01f7b0324347137dfd11ff6ea6d086db4483cbac2c376541f1cffbe description: '' health_score: 100.0 @@ -47537,8 +50696,8 @@ https://dev.to/aws-builders/deploying-a-containerized-app-to-ecs-fargate-using-a v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/aws-builders/devops-made-easy-install-aws-cli-ecs-cli-docker-terraform-using-chocolatey-2lld: + addition_method: manual content_hash: ea7c0679ad854390725f0c14407c0e78fa4c6420aabe2db3113370604058421e description: '' health_score: 100.0 @@ -47558,8 +50717,8 @@ https://dev.to/aws-builders/devops-made-easy-install-aws-cli-ecs-cli-docker-terr - aws.md - devops.md year: N/A - addition_method: manual https://dev.to/aws-builders/disaster-recovery-cheat-sheetwrite-up-o62: + addition_method: manual content_hash: 018a1be0e9f16a4e41494c451fe41970425f9a7cc83a68b5d8b3951cf485de8b description: '' health_score: 100.0 @@ -47575,8 +50734,8 @@ https://dev.to/aws-builders/disaster-recovery-cheat-sheetwrite-up-o62: v2_locations: - aws.md year: N/A - addition_method: manual https://dev.to/aws-builders/eks-iam-deep-dive-136d: + addition_method: manual ai_summary: High-density security deep-dive analyzing EKS cluster credential boundaries. It contrasts AWS IAM authentication mechanics with standard OIDC federated identity providers, outlining optimal credential isolation policies for pods. @@ -47605,8 +50764,8 @@ https://dev.to/aws-builders/eks-iam-deep-dive-136d: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/aws-builders/event-driven-architectures-using-aws-with-example-3d2d: + addition_method: manual ai_summary: A walkthrough demonstrating modern event-driven designs inside AWS utilizing S3, EventBridge, and Lambda functions to process user events asynchronously. It includes architectural workflow maps and discusses standard retry strategies. @@ -47634,8 +50793,8 @@ https://dev.to/aws-builders/event-driven-architectures-using-aws-with-example-3d v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://dev.to/aws-builders/from-scratch-oidc-providers-252d: + addition_method: manual content_hash: f0ff4bac2559ad73ca83231e90f1d5ebf8ddecc31f80cd019b3a2729e31958d8 description: '' health_score: 100.0 @@ -47651,8 +50810,8 @@ https://dev.to/aws-builders/from-scratch-oidc-providers-252d: v2_locations: - demos.md year: N/A - addition_method: manual https://dev.to/aws-builders/getting-started-with-sns-and-sqs-3m4i: + addition_method: manual content_hash: d5e5404ba6a913ac9cff8c71e56300a8b9a5e810337ad012ea3c88562bc8a857 description: '' health_score: 100.0 @@ -47668,8 +50827,8 @@ https://dev.to/aws-builders/getting-started-with-sns-and-sqs-3m4i: v2_locations: - aws-messaging.md year: N/A - addition_method: manual https://dev.to/aws-builders/go-fast-and-reduce-risk-using-cdk-to-deploy-your-serverless-applications-on-aws-2i3k: + addition_method: manual ai_summary: An analysis of the benefits of using AWS Cloud Development Kit (CDK) over static YAML structures to model, provision, and deploy serverless systems. It shows programmatic infrastructure patterns (TypeScript) that decrease configuration @@ -47699,8 +50858,8 @@ https://dev.to/aws-builders/go-fast-and-reduce-risk-using-cdk-to-deploy-your-ser v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://dev.to/aws-builders/how-to-automate-aws-ebs-snapshots-54og: + addition_method: manual content_hash: d8f988155f3dc6392f55a3b4351325a232bd6610717cbec81abe8d9ec1d5f922 description: '' health_score: 100.0 @@ -47716,8 +50875,8 @@ https://dev.to/aws-builders/how-to-automate-aws-ebs-snapshots-54og: v2_locations: - aws-backup.md year: N/A - addition_method: manual https://dev.to/aws-builders/how-to-deploy-a-serverless-website-with-terraform-5677: + addition_method: manual content_hash: 11b455ddabd0ebfc9b79d458700bd822a160a6293632c84388a3c2a1d2d6ee97 description: '' health_score: 100.0 @@ -47733,8 +50892,8 @@ https://dev.to/aws-builders/how-to-deploy-a-serverless-website-with-terraform-56 v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/aws-builders/how-to-get-started-with-devops-what-skills-should-we-start-with-5efp: + addition_method: manual content_hash: c75d30b24c8b6333d67f9ec07e0874b3a9ce68599491cc95601f877139c90fcc description: '' health_score: 100.0 @@ -47751,8 +50910,8 @@ https://dev.to/aws-builders/how-to-get-started-with-devops-what-skills-should-we v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/aws-builders/how-well-architected-enables-junior-engineers-24j: + addition_method: manual ai_summary: An insightful discussion of how implementing the AWS Well-Architected Framework lowers cognitive load and serves as an educational baseline for junior engineers. It highlights how architectural checklists and standardized structures @@ -47781,8 +50940,8 @@ https://dev.to/aws-builders/how-well-architected-enables-junior-engineers-24j: v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://dev.to/aws-builders/install-manage-amazon-eks-add-ons-with-terraform-2dea: + addition_method: manual content_hash: 717374a72d37dd853213e3148977bc4f8a0632ec5334c368d592c37de8314e20 description: '' health_score: 100.0 @@ -47793,8 +50952,8 @@ https://dev.to/aws-builders/install-manage-amazon-eks-add-ons-with-terraform-2de v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://dev.to/aws-builders/introduction-to-aws-sam-serverless-application-model-12oc: + addition_method: manual ai_summary: An introductory developer guide detailing the AWS Serverless Application Model (SAM) structure, syntax, and CLI environment options. It highlights how local docker runtimes replicate Lambda execution spaces, assisting local debugging @@ -47823,8 +50982,8 @@ https://dev.to/aws-builders/introduction-to-aws-sam-serverless-application-model v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://dev.to/aws-builders/karpenter-the-better-autoscaling-solution-for-kubernetes-part-1-4pd5: + addition_method: manual content_hash: 52684b303712c02fba044f9de1e86d423c2661b1ea2e580d270fd480421cf085 description: '' health_score: 100.0 @@ -47841,8 +51000,8 @@ https://dev.to/aws-builders/karpenter-the-better-autoscaling-solution-for-kubern v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo: + addition_method: manual ai_summary: A practical guide explaining how to deploy and configure Keycloak behind an NGINX Ingress Controller. It covers reverse proxy headers, TLS termination, and ingress rule optimizations for smooth user redirection. @@ -47869,8 +51028,8 @@ https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo: v2_locations: - devsecops.md year: N/A - addition_method: manual https://dev.to/aws-builders/manage-webhooks-at-scale-with-aws-serverless-fof: + addition_method: manual ai_summary: A developer guide on engineering highly resilient, scale-out webhook processing systems using AWS API Gateway, SQS queues, and downstream Lambda consumers. The architecture successfully isolates heavy spikes in webhook ingress payloads @@ -47899,8 +51058,8 @@ https://dev.to/aws-builders/manage-webhooks-at-scale-with-aws-serverless-fof: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://dev.to/aws-builders/many-free-and-useful-aws-official-dev-and-user-guides-54ci: + addition_method: manual content_hash: 798d57ba809df995fe02eccfacaabfdff5554132188197fb9345ba05a794a0d1 description: '' health_score: 100.0 @@ -47916,8 +51075,8 @@ https://dev.to/aws-builders/many-free-and-useful-aws-official-dev-and-user-guide v2_locations: - aws.md year: N/A - addition_method: manual https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-1-3hee: + addition_method: manual content_hash: b9f7bea40b3856fd321e4467edfadc449c4910ef28fa2479249138fa1ddb3e68 description: '' health_score: 100.0 @@ -47934,8 +51093,8 @@ https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud- v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-2-58fd: + addition_method: manual content_hash: 29b6f622fd24cc86d21212bc1936f25d4a3eb1b63b93e5681839cdc2d54b611f description: '' health_score: 100.0 @@ -47952,8 +51111,8 @@ https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud- v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/aws-builders/navigating-aws-eks-with-terraform-understanding-vpc-essentials-for-eks-cluster-management-51e3: + addition_method: manual content_hash: 78f3328087015fc8f7197887905cb599bc1ade2e588c5775dbf5b3a266f84a04 description: '' health_score: 100.0 @@ -47970,8 +51129,8 @@ https://dev.to/aws-builders/navigating-aws-eks-with-terraform-understanding-vpc- v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/aws-builders/platform-engineering-and-internal-developer-platform-3deb: + addition_method: manual content_hash: 2c6e8f64c6e804d01e925b7abd527d23415e4d683388c365ef69957e40781aec description: '' health_score: 100.0 @@ -47987,8 +51146,8 @@ https://dev.to/aws-builders/platform-engineering-and-internal-developer-platform v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/aws-builders/provisioning-aws-infrastructure-using-terraform-and-jenkins-cicd-pgj: + addition_method: manual content_hash: eca6b8340370fa34517d3c11310f81c68018f9cdc60de29df67ace34845b81a3 description: '' health_score: 100.0 @@ -48004,8 +51163,8 @@ https://dev.to/aws-builders/provisioning-aws-infrastructure-using-terraform-and- v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/aws-builders/sharing-secrets-to-ecs-in-an-aws-multi-account-architecture-5h1i: + addition_method: manual content_hash: 2401a15d78859ca198646a50797931b24b10df0648ccfbe9da4e4f4a2184b47f description: '' health_score: 100.0 @@ -48021,8 +51180,8 @@ https://dev.to/aws-builders/sharing-secrets-to-ecs-in-an-aws-multi-account-archi v2_locations: - aws-containers.md year: N/A - addition_method: manual https://dev.to/aws-builders/un-modelo-de-eda-event-driven-architectures-4d9f: + addition_method: manual content_hash: 174f6c5d7d4e0e2ba970f52049e213a5d8e2e036dc6e484deabcb509f0fa4b66 description: '' health_score: 100.0 @@ -48038,8 +51197,8 @@ https://dev.to/aws-builders/un-modelo-de-eda-event-driven-architectures-4d9f: v2_locations: - introduction.md year: N/A - addition_method: manual https://dev.to/aws-builders/unleashing-the-power-of-cdk-and-terraform-in-cloud-deployments-5680: + addition_method: manual content_hash: e8d1ab8ac5a87556b876d6b1d2ba2cbf38012f09dde212a0599233e02e923803 description: '' health_score: 100.0 @@ -48056,8 +51215,8 @@ https://dev.to/aws-builders/unleashing-the-power-of-cdk-and-terraform-in-cloud-d v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/aws-builders/when-to-sns-or-sqs-2aji: + addition_method: manual content_hash: 8f5dd1421913f6536482c0eb8c967dbfc42f54e5cc5fe9d7783a99c49d136785 description: '' health_score: 100.0 @@ -48073,8 +51232,8 @@ https://dev.to/aws-builders/when-to-sns-or-sqs-2aji: v2_locations: - aws-messaging.md year: N/A - addition_method: manual https://dev.to/aws-heroes/automatic-api-key-rotation-for-amazon-managed-grafana-2h68: + addition_method: manual content_hash: 660d73ed84560d57e03a3df09dcfee0ae8582e931e86030fcad14d627bd2adbc description: '' health_score: 100.0 @@ -48090,8 +51249,8 @@ https://dev.to/aws-heroes/automatic-api-key-rotation-for-amazon-managed-grafana- v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://dev.to/aws-heroes/serverless-beyond-the-basics-kom: + addition_method: manual content_hash: 221e8568426260289129c07f175a6a1b2f79e39ac11209f9bd4f5378a8b9ade1 description: '' health_score: 100.0 @@ -48107,8 +51266,8 @@ https://dev.to/aws-heroes/serverless-beyond-the-basics-kom: v2_locations: - serverless.md year: N/A - addition_method: manual https://dev.to/aws/10-new-aws-amplify-features-to-check-out-4291: + addition_method: manual content_hash: a59a56fccd042e5aaa9ab978078f9eaec6618cf31e4d391cb640a34c6ed1885e description: '' health_score: 100.0 @@ -48124,8 +51283,8 @@ https://dev.to/aws/10-new-aws-amplify-features-to-check-out-4291: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://dev.to/azure/my-top-5-visual-studio-code-extensions-for-azure-developers-1odo: + addition_method: manual content_hash: 2bd85c6273966b32f09bde7333ad65a01396ebc40043f1e158efc7f00cc4a22a description: '' health_score: 100.0 @@ -48141,8 +51300,8 @@ https://dev.to/azure/my-top-5-visual-studio-code-extensions-for-azure-developers v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/balwanishivam/data-migration-from-monolith-to-microservice-in-django-5b9m: + addition_method: manual content_hash: ecf0b643ead0ad985fb5facb2d725469f31d449554cd78837626c31207318af7 description: '' health_score: 100.0 @@ -48158,8 +51317,8 @@ https://dev.to/balwanishivam/data-migration-from-monolith-to-microservice-in-dja v2_locations: - python.md year: N/A - addition_method: manual https://dev.to/baransel/a-git-cheat-sheet-4mab: + addition_method: manual content_hash: 253978560035c700a19da10de11d048854388336e089d1da3d4022806ac42b90 description: '' health_score: 100.0 @@ -48175,16 +51334,16 @@ https://dev.to/baransel/a-git-cheat-sheet-4mab: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/bekbrace/new-rules-in-github-git-push-u-origin-main-2k82: + addition_method: manual content_hash: b4236667c74efe81a6d56e3b071a30674acc1bb6c6f97a8640ff64fd053c05ff health_score: 100.0 last_checked: 1779030196.263262 needs_ai_refresh: true v1_locations: - docs/git.md - addition_method: manual https://dev.to/bennyfmo_237/deploying-basic-infrastructure-on-aws-with-terraform-1k68: + addition_method: manual content_hash: d528c054b1c1833a7fc4029ccd2781fa9adf87a700e330ba7f2105449c9689d5 description: '' health_score: 100.0 @@ -48200,8 +51359,39 @@ https://dev.to/bennyfmo_237/deploying-basic-infrastructure-on-aws-with-terraform v2_locations: - terraform.md year: N/A - addition_method: manual +https://dev.to/bespoyasov/clean-architecture-on-frontend-4311?utm=midu: + addition_method: automatic + ai_summary: A highly practical engineering guide translating classic Clean Architecture + layers—Domain, Application, and Adapters—to React and TypeScript codebases. The + text demonstrates structural patterns to decouple business rules and state validation + from UI components, enhancing mock-testing capabilities and system longevity. + category: react + complexity: Advanced + content_hash: 45b3f2940a47bd5b11a2da7c5ef90dc50aec50dfb47f021cb858c6a73a487ffc + description: An implementation guide illustrating how to successfully port the concepts + of clean architecture onto frontend projects using React and TypeScript. + hierarchy: + - Frontend Development + - Architecture + - Clean Architecture + is_microservice: false + language: English + last_checked: 1780352581.792399 + reputation_status: Vetted + reputation_summary: A highly-rated, highly-cited technical article in the frontend + engineering community with no reported issues. + resource_type: article + social_preview_url: https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffyvpbhcfxewdmmfn7n6r.png + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Clean Architecture on Frontend + year: '2021' https://dev.to/bhanufyi/effective-terraform-variable-management-in-github-actions-488l: + addition_method: manual content_hash: fa058bb131d2d557cbfe1f1c3d45f1471012738d835968a5db954b005a51adb4 description: '' health_score: 100.0 @@ -48217,8 +51407,8 @@ https://dev.to/bhanufyi/effective-terraform-variable-management-in-github-action v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/bobbyiliev/introduction-to-bash-scripting-5571: + addition_method: manual content_hash: c0cf142c0a8b4180746da7276210f08474d686ea5ba2b200c4cf1278154e1d16 description: '' health_score: 100.0 @@ -48229,8 +51419,8 @@ https://dev.to/bobbyiliev/introduction-to-bash-scripting-5571: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://dev.to/bowmanjd/install-docker-on-windows-wsl-without-docker-desktop-34m9: + addition_method: manual content_hash: 251ff4848a7d57bfa649529fd060b3fcf38c07437a10a449f67498e66c214f75 description: '' health_score: 100.0 @@ -48246,8 +51436,8 @@ https://dev.to/bowmanjd/install-docker-on-windows-wsl-without-docker-desktop-34m v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://dev.to/camptocamp-ops/towards-a-modular-devops-stack-257c: + addition_method: manual ai_summary: Analyzes the rise of custom developer platforms. Details how standardizing Kubernetes configuration tools builds resilient, decoupled internal cloud services. complexity: Intermediate @@ -48273,8 +51463,8 @@ https://dev.to/camptocamp-ops/towards-a-modular-devops-stack-257c: v2_locations: - argo.md year: N/A - addition_method: manual https://dev.to/cedricclyburn/containers-without-docker-podman-buildah-and-skopeo-1eal: + addition_method: manual content_hash: 27df4d20c29791a56f728c29e2f1126271014ad797bda8d3eb4d50b182853bbb description: '' health_score: 100.0 @@ -48290,8 +51480,8 @@ https://dev.to/cedricclyburn/containers-without-docker-podman-buildah-and-skopeo v2_locations: - container-managers.md year: N/A - addition_method: manual https://dev.to/chefgs/deploy-kubernetes-resources-in-minikube-cluster-using-terraform-1p8o: + addition_method: manual content_hash: bbf5428aa049ecde612549df5837c1b2830bc22bd50822ec8667327d8dab19f4 description: '' health_score: 100.0 @@ -48307,8 +51497,8 @@ https://dev.to/chefgs/deploy-kubernetes-resources-in-minikube-cluster-using-terr v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/chefgs/getting-started-tutorial-for-learning-kubernetes-455e: + addition_method: manual content_hash: 41729b1d0908724134a55a8b007ac91c00c87f44fa70d3c23db406d10e310af0 description: '' health_score: 100.0 @@ -48324,8 +51514,8 @@ https://dev.to/chefgs/getting-started-tutorial-for-learning-kubernetes-455e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/chinmay13/aws-networking-with-terraform-vpc-transit-gateway-between-vpcs-1ne4: + addition_method: manual content_hash: c66bd00719dfef0db9a34d15cbf7eb073bd1f40260ff5aa376bf1d58c1f5d5ad description: '' health_score: 100.0 @@ -48342,8 +51532,8 @@ https://dev.to/chinmay13/aws-networking-with-terraform-vpc-transit-gateway-betwe v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/christle/moving-azure-functions-from-aks-to-container-apps-k60: + addition_method: manual ai_summary: Comparative guide detailing migration of Azure Functions from AKS environments to serverless Azure Container Apps (ACA). Focuses on scaling efficiencies using KEDA, reduction of cluster management overhead, and resource cost structures. @@ -48370,8 +51560,8 @@ https://dev.to/christle/moving-azure-functions-from-aks-to-container-apps-k60: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/cloudforecast/kubernetes-cost-management-and-analysis-guide-1e1b: + addition_method: manual content_hash: 8f8a23ee7496c79ecbf20d74c4913480958f2c80c3dbb83c618a478f731bacb3 description: '' health_score: 100.0 @@ -48387,8 +51577,8 @@ https://dev.to/cloudforecast/kubernetes-cost-management-and-analysis-guide-1e1b: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/cloudskills/packer-and-terraform-with-immutable-infrastructure-47ja: + addition_method: manual content_hash: 66035af7fb66d63f809b53cd4cb021a315acb03b8392c284d191381faded2cf3 description: '' health_score: 100.0 @@ -48404,8 +51594,8 @@ https://dev.to/cloudskills/packer-and-terraform-with-immutable-infrastructure-47 v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/codefreshio/kubernetes-deployment-antipatterns-part-1-2116: + addition_method: manual content_hash: 5bf62436047309a6c14587c7475eadec0c64bb4ecf729d7ef3117818091f81b9 description: '' health_score: 100.0 @@ -48421,9 +51611,9 @@ https://dev.to/codefreshio/kubernetes-deployment-antipatterns-part-1-2116: v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://dev.to/codereviewdoctor/the-json-trick-25-of-python-devs-dont-know-about-including-devs-at-microsoft-sentry-unicef-and-more-4h10 -: ai_summary: A practical engineering post detailing high-efficiency compilation tricks +: addition_method: manual + ai_summary: A practical engineering post detailing high-efficiency compilation tricks for Python JSON libraries. Explores native decoders and alternative serialization paths to reduce processing bottlenecks in data-heavy pipelines. complexity: Beginner @@ -48451,8 +51641,8 @@ https://dev.to/codefreshio/kubernetes-deployment-antipatterns-part-1-2116: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://dev.to/codewithtee/git-cheat-sheet-20-commands-i-use-everyday-47h9: + addition_method: manual content_hash: 965cd22e4a152a23f882fba7bb9456f23e7eb2690dad01cd95af14bc9b560e2d description: '' health_score: 100.0 @@ -48468,8 +51658,8 @@ https://dev.to/codewithtee/git-cheat-sheet-20-commands-i-use-everyday-47h9: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/colbygarland/using-vs-code-to-git-rebase-1lc: + addition_method: manual content_hash: 42d16de19498969c4c367d80c435908ad6f3e31cfc885c1a93ed18baeec73a39 description: '' health_score: 100.0 @@ -48485,8 +51675,8 @@ https://dev.to/colbygarland/using-vs-code-to-git-rebase-1lc: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/colocodes/github-copilot-blew-my-mind-on-a-code-along-exercise-186n: + addition_method: manual content_hash: 6496ead2a254d9c000008a6b898c392eca84a522f3975d84cb424e9f7f9ebe2d description: '' health_score: 100.0 @@ -48502,8 +51692,8 @@ https://dev.to/colocodes/github-copilot-blew-my-mind-on-a-code-along-exercise-18 v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-2dk7: + addition_method: manual ai_summary: A collaborative developer guide targeting team branch management, pull request review cycles, and team synchronization patterns. Outlines strategic approaches to resolving merge conflicts and maintaining clean trunk-based commit streams. @@ -48530,8 +51720,8 @@ https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-2d v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-part-2-11j: + addition_method: manual content_hash: f7a664f0524b624b67c1557d1acdba2e922ccd0d519386fa0be8566a9c8044c1 description: '' health_score: 100.0 @@ -48542,8 +51732,8 @@ https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-pa v1_locations: - docs/git.md year: N/A - addition_method: manual https://dev.to/crenshaw_dev/the-three-meanings-of-template-in-argo-workflows-2paf: + addition_method: manual ai_summary: 'Curator Insight: Decodes the highly overloaded concept of ''templates'' inside the Argo Workflows architecture, defining Container, Script, and Resource types. Live Grounding: Provides solid structural patterns for reusable components, @@ -48571,8 +51761,8 @@ https://dev.to/crenshaw_dev/the-three-meanings-of-template-in-argo-workflows-2pa v2_locations: - argo.md year: N/A - addition_method: manual https://dev.to/cvitaa11/running-dapr-on-kubernetes-89g: + addition_method: manual content_hash: 14c5ac75ddf186b94ffacb8f2b1c916e23a483c163fba14663daa6bf97ab3912 description: '' health_score: 100.0 @@ -48588,8 +51778,8 @@ https://dev.to/cvitaa11/running-dapr-on-kubernetes-89g: v2_locations: - serverless.md year: N/A - addition_method: manual https://dev.to/cyclops-ui/five-tools-to-make-your-k8s-experience-more-enjoyable-5d85: + addition_method: manual content_hash: f965a3ce5ac3df37332c0d52e88b692729e0e3a8ba7da4325760cf90ae069759 description: '' health_score: 100.0 @@ -48605,8 +51795,8 @@ https://dev.to/cyclops-ui/five-tools-to-make-your-k8s-experience-more-enjoyable- v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://dev.to/d1020/price-comparison-of-popular-serverless-architecture-providers-2jk9: + addition_method: manual content_hash: 5c835a1befacc5899e32bfff344745d809e73e9d79ebbe91a188eb2d25a3f05c health_score: 100.0 last_checked: 1779130495.014888 @@ -48617,8 +51807,8 @@ https://dev.to/d1020/price-comparison-of-popular-serverless-architecture-provide - docs/serverless.md v2_locations: - serverless.md - addition_method: manual https://dev.to/danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-1icc: + addition_method: manual ai_summary: 'Curator Insight: Technical guide on binding AWS IAM roles directly to ServiceAccounts inside on-premises nodes. Live Grounding: Offers an architecturally sound pattern for managing hybrid cloud identity federations without static AWS @@ -48648,15 +51838,15 @@ https://dev.to/danielepolencic/binding-aws-iam-roles-to-kubernetes-service-accou v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/danielepolencic/labels-and-annotations-in-kubernetes-j4i: + addition_method: manual content_hash: 6a085f58946e31684ad903aa6105075a24cb82c57b1a914de5fc04fb404bb6a5 health_score: 100.0 last_checked: 1779029984.8598 v1_locations: - docs/kubernetes.md - addition_method: manual https://dev.to/danielepolencic/request-based-autoscaling-in-kubernetes-scaling-to-zero-2i73: + addition_method: manual content_hash: 279251be8aea0a7c310a2284093e53b93262e9fd0a5126ba32bbf3b566026882 description: '' health_score: 100.0 @@ -48673,8 +51863,8 @@ https://dev.to/danielepolencic/request-based-autoscaling-in-kubernetes-scaling-t v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://dev.to/danielepolencic/scaling-kubernetes-to-multiple-clusters-and-regionss-294b: + addition_method: manual content_hash: 4689078869e4dbf943765dc3d915cba3443e011280965d941494c463796a6786 description: '' health_score: 100.0 @@ -48691,8 +51881,8 @@ https://dev.to/danielepolencic/scaling-kubernetes-to-multiple-clusters-and-regio v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://dev.to/danielepolencic/the-kubernetes-api-architecture-1pi9: + addition_method: manual content_hash: f1c547b48d3dd3c2e3a32625ebe39f546c7199e855f963e1ca50e2992f9661f9 description: '' health_score: 100.0 @@ -48708,8 +51898,8 @@ https://dev.to/danielepolencic/the-kubernetes-api-architecture-1pi9: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/danielkolb/nosql-database-design-for-e-commerce-apps-in-2021-390e: + addition_method: manual content_hash: dcec512db517a27a3d31b1c3a9ae692d7f1e4e2b65b214f3d40329784bfaeb90 description: '' health_score: 100.0 @@ -48725,8 +51915,8 @@ https://dev.to/danielkolb/nosql-database-design-for-e-commerce-apps-in-2021-390e v2_locations: - nosql.md year: N/A - addition_method: manual https://dev.to/dashaun/k3s-on-raspberry-pi-and-clusterhat-m6k: + addition_method: manual content_hash: bea16639900c60c29ef342fb5e97f9ac5dd5862bc4b2ba1950e058c1db02cfe2 description: '' health_score: 100.0 @@ -48742,8 +51932,8 @@ https://dev.to/dashaun/k3s-on-raspberry-pi-and-clusterhat-m6k: v2_locations: - rancher.md year: N/A - addition_method: manual https://dev.to/datreeio/a-deep-dive-into-kubernetes-schema-validation-39ll: + addition_method: manual content_hash: c2b7e258c7e89d08bbb4a3e05fa9e70ee8df7a2a88811369ed397713722808ac description: '' health_score: 100.0 @@ -48759,8 +51949,8 @@ https://dev.to/datreeio/a-deep-dive-into-kubernetes-schema-validation-39ll: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/de_maric/learn-how-to-use-kafkacat-the-most-versatile-kafka-cli-client-1kb4: + addition_method: manual ai_summary: 'Curator Insight: Guide to Kafkacat (now rebranded as kcat), the developer''s favorite Swiss Army knife CLI. Live Grounding: Walks through real-world piping, consuming from dynamic offsets, producing raw file contents, and query configurations @@ -48790,8 +51980,8 @@ https://dev.to/de_maric/learn-how-to-use-kafkacat-the-most-versatile-kafka-cli-c v2_locations: - message-queue.md year: N/A - addition_method: manual https://dev.to/deotyma/how-to-change-an-image-with-python-518d: + addition_method: manual content_hash: f4ee1ccb5081a3b65199ef521c96c6145eb3769d6a8ee78875a07630e7324630 description: '' health_score: 100.0 @@ -48807,8 +51997,8 @@ https://dev.to/deotyma/how-to-change-an-image-with-python-518d: v2_locations: - python.md year: N/A - addition_method: manual https://dev.to/devland/20-git-commands-that-will-make-you-a-version-control-pro-149p: + addition_method: manual content_hash: cbd19c2b2962abed7b208129e09d993a740f07eedd7429e46d7e6c6cb2411448 description: '' health_score: 100.0 @@ -48824,8 +52014,8 @@ https://dev.to/devland/20-git-commands-that-will-make-you-a-version-control-pro- v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/devopsvn/kubernetes-practice-logging-with-logstash-and-fluentd-by-sidecar-container-16oi: + addition_method: manual ai_summary: A practical walkthrough deploying a sidecar container pattern for log extraction using Logstash and Fluentd. Demonstrates how to ship multi-line log streams from legacy apps that cannot write standard stdout/stderr. @@ -48853,9 +52043,9 @@ https://dev.to/devopsvn/kubernetes-practice-logging-with-logstash-and-fluentd-by v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual ? https://dev.to/devsatasurion/deploying-applications-with-github-actions-and-argocd-to-eks-best-practices-and-techniques-4epc -: ai_summary: 'Curator Insight: Walkthrough for building a secure deployment pipeline +: addition_method: manual + ai_summary: 'Curator Insight: Walkthrough for building a secure deployment pipeline connecting GitHub Actions, Argo CD, and AWS EKS. Live Grounding: Focuses on modern identity protocols like OIDC for IAM role assumption, minimizing the need for static credentials inside CI/CD workflows, and boosting security posture.' @@ -48883,8 +52073,8 @@ https://dev.to/devopsvn/kubernetes-practice-logging-with-logstash-and-fluentd-by v2_locations: - argo.md year: N/A - addition_method: manual https://dev.to/devteam/how-we-made-the-markdown-toolbar-4f09: + addition_method: manual ai_summary: 'An engineering deep-dive by the Dev.to development team detailing the design, performance considerations, and implementation of their native, high-performance Markdown toolbar. Covers textarea manipulations and keyboard short-cuts. Double-Evidence: @@ -48914,8 +52104,8 @@ https://dev.to/devteam/how-we-made-the-markdown-toolbar-4f09: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://dev.to/dhirajpatra/how-to-start-with-kubernetes-for-begginer-309e: + addition_method: manual content_hash: 796721f88e20b38cdefe27b91740c4c85c12798e01b678c9a16a7845954af420 description: '' health_score: 100.0 @@ -48931,8 +52121,8 @@ https://dev.to/dhirajpatra/how-to-start-with-kubernetes-for-begginer-309e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/dhravya/docker-explained-to-a-5-year-old-2cbg: + addition_method: manual content_hash: b8d936c8feaca375079f09bfaac224d1ce7c45544cdfe648954f9d187f17b2a7 description: '' health_score: 100.0 @@ -48948,8 +52138,8 @@ https://dev.to/dhravya/docker-explained-to-a-5-year-old-2cbg: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/dineshrathee12/how-to-copy-a-security-group-with-rules-from-one-aws-account-to-another-account-36mb: + addition_method: manual content_hash: eafee41c038a8cbff03f1b0dad9f9a2f957b1b8776048d09b230545190c49317 description: '' health_score: 100.0 @@ -48966,8 +52156,8 @@ https://dev.to/dineshrathee12/how-to-copy-a-security-group-with-rules-from-one-a v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://dev.to/doabledanny/git-cheat-sheet-50-commands-free-pdf-and-poster-4gcn: + addition_method: manual content_hash: 4de1dc5843c413b2e05ae64893fd8cdb5e2eb0fda37e816321aec6d7ad63056f description: '' health_score: 100.0 @@ -48983,8 +52173,8 @@ https://dev.to/doabledanny/git-cheat-sheet-50-commands-free-pdf-and-poster-4gcn: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/docker/9-docker-extensions-every-developer-must-try-1no2: + addition_method: manual content_hash: db6e8e431ef8794e425508deb422bdfa9ca9c227110e4db0e4146dea6ebdafae description: '' health_score: 100.0 @@ -49000,8 +52190,8 @@ https://dev.to/docker/9-docker-extensions-every-developer-must-try-1no2: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/docker/top-200-kubernetes-tools-for-devops-engineer-like-you-3h7e: + addition_method: manual content_hash: f2917385193aab7345388fd9c942a39cdcd78fbab92e33a54cb2186a7ae13416 health_score: 100.0 last_checked: 1779130494.969829 @@ -49013,8 +52203,8 @@ https://dev.to/docker/top-200-kubernetes-tools-for-devops-engineer-like-you-3h7e - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://dev.to/dollardhingra/code-quality-tools-in-python-4k2a: + addition_method: manual content_hash: b853055bd6f2efb13cb8fbe0fa1621036c93580e645a9fa556ae701d5f3270b2 description: '' health_score: 100.0 @@ -49030,8 +52220,8 @@ https://dev.to/dollardhingra/code-quality-tools-in-python-4k2a: v2_locations: - python.md year: N/A - addition_method: manual https://dev.to/dollardhingra/python-code-best-practices-4k96: + addition_method: manual content_hash: 2885ab1f78c71a656b582abe555c3aa01e120876590c0a07b849ba1ae4a4e02f description: '' health_score: 100.0 @@ -49047,8 +52237,8 @@ https://dev.to/dollardhingra/python-code-best-practices-4k96: v2_locations: - python.md year: N/A - addition_method: manual https://dev.to/douglasmakey/implementing-a-simple-k8s-admission-controller-in-go-2dcg: + addition_method: manual content_hash: 538118833b055c90b01e4b06e1bb9e970ba1892d16ba34137b9edf80e6a29376 description: '' health_score: 100.0 @@ -49064,8 +52254,8 @@ https://dev.to/douglasmakey/implementing-a-simple-k8s-admission-controller-in-go v2_locations: - demos.md year: N/A - addition_method: manual https://dev.to/dsudia/how-to-integrate-docker-jetbrains-into-telepresence-31op: + addition_method: manual ai_summary: Integration guide detailing how to hook Telepresence routing engines up with local JetBrains IDE debuggers and Docker engines for seamless local microservice introspection. @@ -49092,8 +52282,8 @@ https://dev.to/dsudia/how-to-integrate-docker-jetbrains-into-telepresence-31op: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://dev.to/duckinm/superb-vscode-extensions-changing-your-coding-life-2cmb: + addition_method: manual content_hash: 6a80a307fcfcc49614358f0555fa87a6088cdb7f5bf2a840a74113f9b57f88f6 description: '' health_score: 100.0 @@ -49109,8 +52299,8 @@ https://dev.to/duckinm/superb-vscode-extensions-changing-your-coding-life-2cmb: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/eavnitech/send-notification-to-slack-from-the-jenkins-ci-job-and-jenkinsfile-e-avni-tech-2lm5: + addition_method: manual content_hash: a72a898df92bcb7a88c5cebb65c450033dd03256e602fbb0cea8e2c485424826 description: '' health_score: 100.0 @@ -49126,8 +52316,8 @@ https://dev.to/eavnitech/send-notification-to-slack-from-the-jenkins-ci-job-and- v2_locations: - jenkins.md year: N/A - addition_method: manual https://dev.to/eckelon/how-to-monitor-nginx-in-kubernetes-with-prometheus-j5f: + addition_method: manual content_hash: c952bdd4ee34d567a337648eb68642f3410811d420d24f63970dd7a381b4f26e description: '' health_score: 100.0 @@ -49143,8 +52333,8 @@ https://dev.to/eckelon/how-to-monitor-nginx-in-kubernetes-with-prometheus-j5f: v2_locations: - prometheus.md year: N/A - addition_method: manual https://dev.to/edlegaultle/introduction-to-helm-50jl: + addition_method: manual content_hash: 5dc83ff27c34dd1693000dbeefd6bb1f0fb65ec2465ee04a34bf9c9018fa8255 description: '' health_score: 100.0 @@ -49155,8 +52345,8 @@ https://dev.to/edlegaultle/introduction-to-helm-50jl: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g: + addition_method: manual content_hash: c26eb0de788e23c0873c87db4a43f8bc0f0fed934afaee24b0c8a6c714c3657d description: '' health_score: 100.0 @@ -49172,8 +52362,8 @@ https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://dev.to/ender_minyard/full-stack-developer-s-roadmap-2k12: + addition_method: manual content_hash: 140719611e7c2f2bf1df2a2b977fcacebc8f9cc124e87339385d4dd9ed5f797d description: '' health_score: 100.0 @@ -49189,8 +52379,8 @@ https://dev.to/ender_minyard/full-stack-developer-s-roadmap-2k12: v2_locations: - introduction.md year: N/A - addition_method: manual https://dev.to/env0/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8: + addition_method: manual content_hash: de1ee6d9044d2cc17d47244bbcd0835db4e97f80cffed08c9fa2f7f8f9c1d6f1 description: '' health_score: 100.0 @@ -49202,8 +52392,8 @@ https://dev.to/env0/terraform-destroy-command-a-guide-to-controlled-infrastructu v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://dev.to/envzero/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8: + addition_method: manual content_hash: 1756149836c8ec0db362ba7533bd09da24d3a1dd5d512a7c7feb606c9833e810 health_score: 100.0 last_checked: 1779130494.940082 @@ -49215,8 +52405,8 @@ https://dev.to/envzero/terraform-destroy-command-a-guide-to-controlled-infrastru - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://dev.to/ericawanja/git-and-github-for-beginners-33a0: + addition_method: manual ai_summary: A fundamental introduction detailing Git concepts such as local repositories, commit history, and upstream synchronization. Best suited as a reference for developers standardizing their initial command-line version control workflow. @@ -49244,8 +52434,8 @@ https://dev.to/ericawanja/git-and-github-for-beginners-33a0: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei: + addition_method: manual ai_summary: Basic guide defining tracking protocols, file states (modified, staged, committed), and the architectural distinction between Git (the engine) and GitHub (the platform). @@ -49273,8 +52463,8 @@ https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/everythingdevops/how-to-run-minikube-on-apple-m1-chip-without-docker-desktop-h76: + addition_method: manual content_hash: 1915526226130b87b4a75a71e73dffb3273a3d282f3e892e5c8bac690df14b8f description: '' health_score: 100.0 @@ -49286,8 +52476,8 @@ https://dev.to/everythingdevops/how-to-run-minikube-on-apple-m1-chip-without-doc v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://dev.to/faruqt/how-to-connect-django-to-reactjs-part-2-2oje: + addition_method: manual content_hash: c01e01cddc6449749557fd67cad7c087e7c4abf2d3abed82b7eb0110ee612e61 description: '' health_score: 100.0 @@ -49298,8 +52488,8 @@ https://dev.to/faruqt/how-to-connect-django-to-reactjs-part-2-2oje: v1_locations: - docs/python.md year: N/A - addition_method: manual https://dev.to/fermyon/scaling-sidecars-to-zero-in-kubernetes-2m23: + addition_method: manual content_hash: 9892faefe9e1a9d246663493c7df89a5b426f41946934982de3c7cde13f16c97 description: '' health_score: 100.0 @@ -49315,8 +52505,8 @@ https://dev.to/fermyon/scaling-sidecars-to-zero-in-kubernetes-2m23: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/fidalmathew/session-based-vs-token-based-authentication-which-is-better-227o: + addition_method: manual ai_summary: Compares traditional stateful server sessions with stateless cryptographic tokens (like JWTs). Breaks down the security trade-offs, revocation mechanics, and scalability impacts of both patterns in highly concurrent microservice APIs. @@ -49345,8 +52535,8 @@ https://dev.to/fidalmathew/session-based-vs-token-based-authentication-which-is- v2_locations: - devsecops.md year: N/A - addition_method: manual https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m: + addition_method: manual content_hash: daf162f8d40c4fc0b5f25e6b43e6871a2fb1595eaa15fd6a5382fb9d19609d9d description: '' health_score: 100.0 @@ -49362,8 +52552,8 @@ https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://dev.to/fllstck/rapid-api-creation-with-aws-amplify-3c8i: + addition_method: manual content_hash: c12845a0dddb93f9aaa38718e2eccbc50d2c645462fd6409f232390ade9f58fc description: '' health_score: 100.0 @@ -49379,8 +52569,8 @@ https://dev.to/fllstck/rapid-api-creation-with-aws-amplify-3c8i: v2_locations: - api.md year: N/A - addition_method: manual https://dev.to/francescoxx/java-crud-rest-api-using-spring-boot-hibernate-postgres-docker-and-docker-compose-5cln: + addition_method: manual content_hash: d5315b48585e42e738731fb460d9af710d2559835ffe89b2eacb1b79f221478a description: '' health_score: 100.0 @@ -49397,8 +52587,8 @@ https://dev.to/francescoxx/java-crud-rest-api-using-spring-boot-hibernate-postgr v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9: + addition_method: manual content_hash: 6f0575bd56eec6b140eb59d5f19ba76ac4f0667aaa9edc7cef09b5dd6b0bb65f description: '' health_score: 100.0 @@ -49414,8 +52604,8 @@ https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://dev.to/francoislp/post-mortem-1h30-downtime-on-a-saturday-morning-5af0: + addition_method: manual ai_summary: A detailed post-mortem documenting a 1.5-hour system outage caused by conflicting Helm upgrades and state locks, with valuable architectural takeaways on configuring proper timeouts. @@ -49443,8 +52633,8 @@ https://dev.to/francoislp/post-mortem-1h30-downtime-on-a-saturday-morning-5af0: v2_locations: - helm.md year: N/A - addition_method: manual https://dev.to/g_abud/advanced-git-reference-1o9j: + addition_method: manual ai_summary: A highly dense developer guide covering the advanced Git commands that solve complex history management challenges. It covers interactive rebasing configurations, cherry-picking strategies, split commits, and the inner mechanics of Git's DAG @@ -49472,8 +52662,8 @@ https://dev.to/g_abud/advanced-git-reference-1o9j: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/gabrielbiasi/automatic-sso-in-kubernetes-workloads-using-a-sidecar-container-3752: + addition_method: manual ai_summary: Explains how to offload authentication requirements from applications by wrapping workloads with a sidecar proxy. Curator insight details setting up proxies like OAuth2 Proxy or Keycloak Gatekeeper. Live grounding confirms that @@ -49503,8 +52693,8 @@ https://dev.to/gabrielbiasi/automatic-sso-in-kubernetes-workloads-using-a-sideca v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/gbengelebs/setting-up-a-ci-cd-pipeline-using-azure-devops-4gb: + addition_method: manual content_hash: 145435c21083a4d84372b23f8414661bc6b29bc235db493fcb8ab638c6fa69bb description: '' health_score: 100.0 @@ -49520,8 +52710,8 @@ https://dev.to/gbengelebs/setting-up-a-ci-cd-pipeline-using-azure-devops-4gb: v2_locations: - azure.md year: N/A - addition_method: manual https://dev.to/gianlucam76/centralized-add-on-management-across-n-kubernetes-clusters-308k: + addition_method: manual content_hash: 3190a052c1e43c633c69b524025e1cbbd1d014949b6bdfec3f845a4a5abcc862 description: '' health_score: 100.0 @@ -49537,8 +52727,8 @@ https://dev.to/gianlucam76/centralized-add-on-management-across-n-kubernetes-clu v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/gitguardian/kubernetes-hardening-tutorial-part-3-authn-authz-logging-auditing-3fec: + addition_method: manual ai_summary: Explains setup routines for Authentication, RBAC systems, and event logging patterns. Demonstrates how proper audit streams act as reactive verification layers against security threats. @@ -49566,8 +52756,8 @@ https://dev.to/gitguardian/kubernetes-hardening-tutorial-part-3-authn-authz-logg v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/github/3-ways-to-backup-your-code-even-if-you-dont-know-git-1o5l: + addition_method: manual ai_summary: Introduces basic to intermediate data protection strategies for ensuring development work is never lost. Geared toward beginners and non-Git users, covering high-level archive procedures and external cloud storage integration. @@ -49595,8 +52785,8 @@ https://dev.to/github/3-ways-to-backup-your-code-even-if-you-dont-know-git-1o5l: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/github/how-do-i-resolve-merge-conflicts-5438: + addition_method: manual ai_summary: Official guide showing how to identify and manually resolve file-level diff collision blocks during merge commands. Emphasizes visual tools and command line outputs to confidently patch code conflicts. @@ -49624,8 +52814,8 @@ https://dev.to/github/how-do-i-resolve-merge-conflicts-5438: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/github/how-to-edit-a-github-action-3j14: + addition_method: manual content_hash: d779bde5cb5fb30bc31a3d74b69b64d21a820cccbdefa1a38b26d50dc1154a91 description: '' health_score: 100.0 @@ -49641,8 +52831,8 @@ https://dev.to/github/how-to-edit-a-github-action-3j14: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb: + addition_method: manual ai_summary: A highly accessible tutorial detailing how to set up passwordless Git operations using secure SSH keys or credential managers. By eliminating manual password typing, it improves the command-line developer experience while enhancing @@ -49672,8 +52862,8 @@ https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/github/how-to-undo-pushed-commits-with-git-2pe6: + addition_method: manual content_hash: 270e7297810848c392d254b26b0321b6c03d6f7c6937f71b2e583bf6d358823e description: '' health_score: 100.0 @@ -49684,8 +52874,8 @@ https://dev.to/github/how-to-undo-pushed-commits-with-git-2pe6: v1_locations: - docs/git.md year: N/A - addition_method: manual https://dev.to/github/visualize-github-pages-build-logs-1mc1: + addition_method: manual ai_summary: 'A debugging guide that illustrates how to locate, read, and interpret build and compilation logs within GitHub Actions to resolve static site generation failures on GitHub Pages. Double-Evidence: A critical operational guide for developers, @@ -49715,8 +52905,8 @@ https://dev.to/github/visualize-github-pages-build-logs-1mc1: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://dev.to/github/whats-the-difference-between-a-github-action-and-a-workflow-2gba: + addition_method: manual ai_summary: A structural overview explaining the conceptual boundaries and configuration differences between reusable individual step blocks (Actions) and the orchestration files (Workflows). @@ -49743,8 +52933,8 @@ https://dev.to/github/whats-the-difference-between-a-github-action-and-a-workflo v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/gitlive/gitlive-now-works-with-any-git-repository-in-vs-code-304o: + addition_method: manual content_hash: e7c4eedcc93cbb1b8dcb22f726a5e51e8cac0c55c301fba584c1e0821e00692a description: '' health_score: 100.0 @@ -49760,8 +52950,8 @@ https://dev.to/gitlive/gitlive-now-works-with-any-git-repository-in-vs-code-304o v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/gofirefly/terraform-modules-for-advanced-users-4n56: + addition_method: manual content_hash: 2cd5a3c181c73df0954ff1a135f55457a23692eef1294cc2d4d233c5ca1f65fd description: '' health_score: 100.0 @@ -49777,8 +52967,8 @@ https://dev.to/gofirefly/terraform-modules-for-advanced-users-4n56: v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/gonedark/3-git-commands-i-use-every-day: + addition_method: manual ai_summary: A developer-focused guide that presents three highly useful, daily Git commands that optimize version control workflows. It covers custom formatting outputs and interactive tree options that clean up terminal displays during debugging. @@ -49805,8 +52995,8 @@ https://dev.to/gonedark/3-git-commands-i-use-every-day: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/grayhat/devops-101-introduction-to-ansible-1n64: + addition_method: manual content_hash: c1a39207415b1a228728799ff6c6cc749471b248180dff0ed072a13105d8565d description: '' health_score: 100.0 @@ -49822,8 +53012,8 @@ https://dev.to/grayhat/devops-101-introduction-to-ansible-1n64: v2_locations: - ansible.md year: N/A - addition_method: manual https://dev.to/gre9ory/hull-tutorial-01-introducing-hull-the-helm-universal-layer-library-4njb: + addition_method: manual ai_summary: Introduction to HULL (Helm Universal Layer Library), showing how it abstracts boilerplate Helm templates via standard JSON/YAML schema specifications, facilitating dynamic chart generation. @@ -49850,8 +53040,8 @@ https://dev.to/gre9ory/hull-tutorial-01-introducing-hull-the-helm-universal-laye v2_locations: - helm.md year: N/A - addition_method: manual https://dev.to/grrywlsn/self-service-infrastructure-as-code-23bl: + addition_method: manual content_hash: 2eccc7655731fd48ffe492113b1217ed5cb185c9013fe3a2d77c8bbeed68f430 description: '' health_score: 100.0 @@ -49867,8 +53057,8 @@ https://dev.to/grrywlsn/self-service-infrastructure-as-code-23bl: v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb: + addition_method: manual content_hash: e2b18af5f9d47afe0555c5be7f06c027ff88b75f9138482eafbac8a2a97e6cbf description: '' health_score: 100.0 @@ -49884,8 +53074,8 @@ https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/heroku/deploying-your-first-golang-webapp-11b3: + addition_method: manual ai_summary: A quickstart tutorial covering local compilation and cloud deployment of Go web applications. While slightly legacy, it provides robust fundamental concepts on environmental variables and buildpacks. @@ -49913,8 +53103,8 @@ https://dev.to/heroku/deploying-your-first-golang-webapp-11b3: v2_locations: - golang.md year: N/A - addition_method: manual https://dev.to/hey_atharva/git-it-right-git-cheatsheet-4o0h: + addition_method: manual content_hash: 39e28a242afd1cece6f8172298f0557fc71281d83be85e77cf4b3dac50e1e2f5 health_score: 100.0 last_checked: 1779130495.027215 @@ -49925,8 +53115,8 @@ https://dev.to/hey_atharva/git-it-right-git-cheatsheet-4o0h: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil: + addition_method: manual content_hash: e802ea13e6a83b5ddcfdb9136089c0325f0ac9c5fd63842f0867b29efd91d15b description: '' health_score: 100.0 @@ -49942,8 +53132,8 @@ https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://dev.to/hood/docker-cmd-vs-entrypoint-explaining-the-difference-55g7: + addition_method: manual content_hash: 388271585fc79f4e52bc41f8d26ec1927e27ef1e171db5298290b0caf86be0fe description: '' health_score: 100.0 @@ -49959,8 +53149,8 @@ https://dev.to/hood/docker-cmd-vs-entrypoint-explaining-the-difference-55g7: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/iainfreestone/10-trending-projects-on-github-for-web-developers-3rd-december-2021-12f5: + addition_method: manual content_hash: cb0305e60ad2e2ca6f6df8091c58e41f0888bf7cb69687d773417e9a1094b4af description: '' health_score: 100.0 @@ -49977,8 +53167,8 @@ https://dev.to/iainfreestone/10-trending-projects-on-github-for-web-developers-3 v2_locations: - devel-sites.md year: N/A - addition_method: manual https://dev.to/iamunnip/building-a-local-kubernetes-cluster-using-k3d-2p3d: + addition_method: manual content_hash: cefd25a0ae4a4af16b71999f3659e3b060389e15d7e36bb31ad2a7574aaed141 description: '' health_score: 100.0 @@ -49994,8 +53184,8 @@ https://dev.to/iamunnip/building-a-local-kubernetes-cluster-using-k3d-2p3d: v2_locations: - rancher.md year: N/A - addition_method: manual https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74: + addition_method: manual ai_summary: This educational chapter offers a granular breakdown of GitHub merge mechanics, detailing the technical and operational differences between standard merges, squashes, and rebases. By illustrating these models visually, the guide @@ -50026,8 +53216,8 @@ https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/ifierygod/series/14420: + addition_method: manual ai_summary: A comprehensive community collection of guides detailing Git and GitHub workflows from initial commits to advanced repository structures. It provides developers with a clear roadmap to master branches, merge conflicts, pull requests, @@ -50057,8 +53247,8 @@ https://dev.to/ifierygod/series/14420: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/imjoseangel/creating-a-blockchain-in-60-lines-of-python-2hlc: + addition_method: manual content_hash: f02234493a741379902a22981e05391c7659038ecf2d6857e2d4d6368e895591 description: '' health_score: 100.0 @@ -50074,8 +53264,8 @@ https://dev.to/imjoseangel/creating-a-blockchain-in-60-lines-of-python-2hlc: v2_locations: - python.md year: N/A - addition_method: manual https://dev.to/imjoseangel/tune-up-your-kubernetes-application-performance-with-a-small-dns-configuration-1o46: + addition_method: manual content_hash: 5c738e337cbb18a3122c01e1fbe20a668f6cdabddc92329185f6188a10e17dc0 description: '' health_score: 100.0 @@ -50092,8 +53282,8 @@ https://dev.to/imjoseangel/tune-up-your-kubernetes-application-performance-with- v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://dev.to/insha/javascript-array-and-its-methods-432k: + addition_method: manual ai_summary: A handbook defining native array manipulation methods including map, filter, and reduce operations, key to high-density data transformation in node processes. @@ -50120,8 +53310,8 @@ https://dev.to/insha/javascript-array-and-its-methods-432k: v2_locations: - javascript.md year: N/A - addition_method: manual https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4: + addition_method: manual ai_summary: A comprehensive real-world migration case study detailing how Intuit transitioned high-volume CI/CD pipelines from Jenkins to Kubernetes-native Argo Workflows. Outlines critical architectural lessons, scale bottlenecks, pipeline-as-code @@ -50153,8 +53343,8 @@ https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4: - jenkins.md - cicd.md year: N/A - addition_method: manual https://dev.to/irakan/is-jwt-really-a-good-fit-for-authentication-1khm: + addition_method: manual ai_summary: A critical assessment of JWT (JSON Web Token) overuse in generic web application sessions. Highlights architectural challenges surrounding stateless token revocation, storage vulnerabilities, and payload overhead, advocating for @@ -50183,8 +53373,8 @@ https://dev.to/irakan/is-jwt-really-a-good-fit-for-authentication-1khm: v2_locations: - devsecops.md year: N/A - addition_method: manual https://dev.to/itsahsanmangal/building-a-robust-cicd-pipeline-with-docker-a-comprehensive-guide-4k8b: + addition_method: manual content_hash: fbc30480dcc8f283be65fc1574caf85fc8366fd4f76ef5d1c999291d252b4556 description: '' health_score: 100.0 @@ -50201,8 +53391,8 @@ https://dev.to/itsahsanmangal/building-a-robust-cicd-pipeline-with-docker-a-comp v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/jarjanazy/the-simple-guide-to-dockerizing-spring-boot-og4: + addition_method: manual content_hash: 9514d8b99feb01d0cfe6b8a0443c6b3427c4491fd7f0ceda6880334c985010d3 description: '' health_score: 100.0 @@ -50218,8 +53408,8 @@ https://dev.to/jarjanazy/the-simple-guide-to-dockerizing-spring-boot-og4: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://dev.to/javiermarasco/https-with-ingress-controller-cert-manager-and-duckdns-in-akskubernetes-2jd1: + addition_method: manual ai_summary: Step-by-step lab tutorial for establishing dynamic public DNS routing on AKS using DuckDNS, Nginx Ingress, and automatic TLS configurations with cert-manager. Ideal for setting up proof-of-concept projects or budget sandbox clusters. @@ -50247,8 +53437,8 @@ https://dev.to/javiermarasco/https-with-ingress-controller-cert-manager-and-duck v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/javinpaul/5-best-java-frameworks-to-learn-in-2022-for-microservices-and-cloud-native-development-4732: + addition_method: manual content_hash: 0fbea705cacd5b0c29a71fb67b830a888e4406074b2d981c9af7afe5c9299872 description: '' health_score: 100.0 @@ -50265,8 +53455,8 @@ https://dev.to/javinpaul/5-best-java-frameworks-to-learn-in-2022-for-microservic v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://dev.to/javinpaul/5-books-and-courses-to-learn-object-oriented-programming-in-depth-4kff: + addition_method: manual content_hash: 5c9dcb1b58670c00b0683642ec1c57054c905220e9fbc278d85dadf4029e4b86 description: '' health_score: 100.0 @@ -50282,8 +53472,8 @@ https://dev.to/javinpaul/5-books-and-courses-to-learn-object-oriented-programmin v2_locations: - devel-sites.md year: N/A - addition_method: manual https://dev.to/javinpaul/7-api-tools-for-rest-developers-and-testers-n67: + addition_method: manual content_hash: dcbb1ed0df60740e7cf7e63aa6bd204677b8703fa1151fea61d3f1d23138d107 description: '' health_score: 100.0 @@ -50301,8 +53491,8 @@ https://dev.to/javinpaul/7-api-tools-for-rest-developers-and-testers-n67: - api.md - devel-sites.md year: N/A - addition_method: manual https://dev.to/javinpaul/7-free-courses-to-learn-microsoft-azure-cloud-platform-bg4: + addition_method: manual content_hash: f54228157a95d5d8ef50b7e096a1e947ed3a88c533c978d65677a8e177c71b52 description: '' health_score: 100.0 @@ -50318,8 +53508,8 @@ https://dev.to/javinpaul/7-free-courses-to-learn-microsoft-azure-cloud-platform- v2_locations: - azure.md year: N/A - addition_method: manual https://dev.to/javinpaul/how-to-become-a-certified-aws-solution-architect-in-2022-35ad: + addition_method: manual ai_summary: A strategic study roadmap mapping the preparation phase for the Solutions Architect Associate exam. Explores critical service architectures, database options, and network configurations. @@ -50346,8 +53536,8 @@ https://dev.to/javinpaul/how-to-become-a-certified-aws-solution-architect-in-202 v2_locations: - aws-training.md year: N/A - addition_method: manual https://dev.to/javinpaul/my-favorite-free-courses-to-learn-docker-and-containers-in-2023-1ldo: + addition_method: manual content_hash: 1d6576087c33c3462953e68eec280bb47b5160a6d94a960f284036cbeef7fd3e description: '' health_score: 100.0 @@ -50364,8 +53554,8 @@ https://dev.to/javinpaul/my-favorite-free-courses-to-learn-docker-and-containers v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/javinpaul/why-developers-should-learn-docker-and-kubernetes-in-2023-4hof: + addition_method: manual content_hash: d91f91b03cb6a37f2bebc52a6f4ab16288c3593db2fad5ba029fea96705bc867 description: '' health_score: 100.0 @@ -50381,8 +53571,8 @@ https://dev.to/javinpaul/why-developers-should-learn-docker-and-kubernetes-in-20 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/jburroughs/1-tip-to-double-your-productivity-using-postman-3bdm: + addition_method: manual content_hash: 1de74a5fd5eefc99a72e20492cbee5ccb804e0d9dec9f17e403f2c5a1be1b914 description: '' health_score: 100.0 @@ -50398,8 +53588,8 @@ https://dev.to/jburroughs/1-tip-to-double-your-productivity-using-postman-3bdm: v2_locations: - postman.md year: N/A - addition_method: manual https://dev.to/jcoelho/8-jenkins-plugins-i-cant-live-without-3bin: + addition_method: manual content_hash: 04eb9fbad9b885d20b15082fd9244adf2ddd72dcd594394d7e7912711a9ed9d1 description: '' health_score: 100.0 @@ -50415,8 +53605,8 @@ https://dev.to/jcoelho/8-jenkins-plugins-i-cant-live-without-3bin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://dev.to/jcofman/make-vs-code-better-by-editing-and-updating-some-settings-4m9a: + addition_method: manual content_hash: 69570e2290637c945cdbdf55230398de1c18b26573b1c0c23251dcb207d34d0d description: '' health_score: 100.0 @@ -50432,8 +53622,8 @@ https://dev.to/jcofman/make-vs-code-better-by-editing-and-updating-some-settings v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/jonatan5524/build-my-own-kubernetes-journey-1a3j: + addition_method: manual content_hash: 4b8aa102279f2647f59ca1997d58468f0c6325df7a7a16c7b52ae317491839ff description: '' health_score: 100.0 @@ -50449,8 +53639,8 @@ https://dev.to/jonatan5524/build-my-own-kubernetes-journey-1a3j: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/josephmidura/how-to-manage-multiple-ssh-key-pairs-1ik: + addition_method: manual ai_summary: An entry-level handbook outlining local client configurations for multi-identity SSH environments. It guides administrators through isolating workspace profiles (such as corporate versus personal accounts) using targeted configurations and @@ -50479,8 +53669,8 @@ https://dev.to/josephmidura/how-to-manage-multiple-ssh-key-pairs-1ik: v2_locations: - linux.md year: N/A - addition_method: manual https://dev.to/kameshsampath/simplify-your-dockerfile-1j5k: + addition_method: manual content_hash: 6075dced017048f2da7d1f7a224afd04db0b36c5fe2c19f6fcd818b395d38216 description: '' health_score: 100.0 @@ -50497,8 +53687,8 @@ https://dev.to/kameshsampath/simplify-your-dockerfile-1j5k: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/kanani_nirav/50-linux-commands-every-developer-need-to-know-with-example-mc: + addition_method: manual ai_summary: Curator Insight organizes 50 critical Linux commands that every software developer must master. Live Grounding confirms this as a top-tier learning asset for onboarding developers, providing concise syntax examples for file operations, @@ -50528,8 +53718,8 @@ https://dev.to/kanani_nirav/50-linux-commands-every-developer-need-to-know-with- v2_locations: - linux.md year: N/A - addition_method: manual https://dev.to/karaluton/explain-like-i-m-five-git-rebase-vs-merging-1k69: + addition_method: manual ai_summary: Simplifies the complex conceptual difference between standard Git merges and linear rebases. Uses clear visual modeling to demonstrate how commit logs are fundamentally restructured, serving as an exceptional primer for newer software @@ -50558,16 +53748,16 @@ https://dev.to/karaluton/explain-like-i-m-five-git-rebase-vs-merging-1k69: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/karaluton/what-exactly-is-the-dom-jhg: + addition_method: manual content_hash: 57bfb59f72033b49ac97dd76f4c46fea14c0d7d4a0c93c6ce0fa1cd3e56ef206 health_score: 100.0 last_checked: 1779034582.644232 needs_ai_refresh: true v1_locations: - docs/javascript.md - addition_method: manual https://dev.to/karanpratapsingh/top-5-docker-best-practices-57oh: + addition_method: manual content_hash: 58a3652b37ca5c48207407c55ec0add8d7c1bbc18f9e59147344d20a83dad125 description: '' health_score: 100.0 @@ -50583,8 +53773,8 @@ https://dev.to/karanpratapsingh/top-5-docker-best-practices-57oh: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/katalon/top-15-automated-api-testing-tools-lasted-update-32ip: + addition_method: manual content_hash: 5988db36af582bcd2f63cdf927653a73651bd3dceb8e3660ff67fff6eb7b8efe description: '' health_score: 100.0 @@ -50600,8 +53790,8 @@ https://dev.to/katalon/top-15-automated-api-testing-tools-lasted-update-32ip: v2_locations: - api.md year: N/A - addition_method: manual https://dev.to/katiatalhi/introduction-to-kustomize-how-to-customize-kubernetes-objects-3e08: + addition_method: manual content_hash: 63819d3fe5be662858319bdeb0471797b9238a056145c10e9283182dc38ff4f0 description: '' health_score: 100.0 @@ -50618,8 +53808,8 @@ https://dev.to/katiatalhi/introduction-to-kustomize-how-to-customize-kubernetes- v2_locations: - kustomize.md year: N/A - addition_method: manual https://dev.to/ken_mwaura1/getting-started-with-flask-and-docker-3ie8: + addition_method: manual content_hash: a178567bd116dee892a7153d55ca41bba3c655fc489950fa52ecb144d4481fad description: '' health_score: 100.0 @@ -50635,8 +53825,8 @@ https://dev.to/ken_mwaura1/getting-started-with-flask-and-docker-3ie8: v2_locations: - python.md year: N/A - addition_method: manual https://dev.to/kennethatria/setting-up-a-ci-cd-with-jenkins-4hln: + addition_method: manual content_hash: 28b2d2f1dc0b04903d2fb80cbebb2e7e67ae0ba71a73780308834831ca39506b description: '' health_score: 100.0 @@ -50652,8 +53842,8 @@ https://dev.to/kennethatria/setting-up-a-ci-cd-with-jenkins-4hln: v2_locations: - jenkins.md year: N/A - addition_method: manual https://dev.to/khmarbaise/maven-plugin-configuration-the-unknown-tiny-details-1emm: + addition_method: manual ai_summary: An advanced analysis of Maven plugin parameter configurations. Clarifies property overrides, injection mechanisms, and execution phase traps in complex inheritances. @@ -50680,8 +53870,8 @@ https://dev.to/khmarbaise/maven-plugin-configuration-the-unknown-tiny-details-1e v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://dev.to/kodekloud/your-roadmap-to-become-a-devops-engineer-in-2020-i1n: + addition_method: manual content_hash: 0543a02fd80bd93a5bd91ac8512872a18ad4ed74aed3441563675ab70a0f3791 description: '' health_score: 100.0 @@ -50697,9 +53887,9 @@ https://dev.to/kodekloud/your-roadmap-to-become-a-devops-engineer-in-2020-i1n: v2_locations: - devops.md year: N/A - addition_method: manual ? https://dev.to/koladev/test-driven-development-with-django-unit-testing-integration-testing-with-docker-flask-github-actions-2047 -: content_hash: 08827d680c6c2554ed126821e50b1fb8f3260468404b87c9e44d9bd899c60c60 +: addition_method: manual + content_hash: 08827d680c6c2554ed126821e50b1fb8f3260468404b87c9e44d9bd899c60c60 description: '' health_score: 100.0 last_checked: 1779029116.205552 @@ -50715,8 +53905,8 @@ https://dev.to/kodekloud/your-roadmap-to-become-a-devops-engineer-in-2020-i1n: v2_locations: - qa.md year: N/A - addition_method: manual https://dev.to/kooldev/use-kool-to-dockerize-your-local-development-environment-the-right-way-18gl: + addition_method: manual content_hash: 370a16673c69dbea723eb1266f75deb2e05b5e0914f18f1dfb3aacadd929a582 description: '' health_score: 100.0 @@ -50733,8 +53923,8 @@ https://dev.to/kooldev/use-kool-to-dockerize-your-local-development-environment- v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/ksingh7/the-most-elegant-way-to-performance-test-your-microservices-running-on-kubernetes-2mo2: + addition_method: manual ai_summary: A structured guide demonstrating elegant and scalable patterns for performance testing distributed microservices. Focuses on cluster-native deployments and simulating traffic anomalies directly within Kubernetes namespaces. @@ -50762,8 +53952,8 @@ https://dev.to/ksingh7/the-most-elegant-way-to-performance-test-your-microservic v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://dev.to/kubestack/a-better-way-to-provision-kubernetes-resources-using-terraform-355n: + addition_method: manual content_hash: 9f856025b1ba8d93af70ee7c811c4eea686816bd3a718d3a7ae9e5d87b9871a7 description: '' health_score: 100.0 @@ -50780,8 +53970,8 @@ https://dev.to/kubestack/a-better-way-to-provision-kubernetes-resources-using-te v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/kubona_my/docker-101-124e: + addition_method: manual content_hash: 012d4d7e514878b08617f64a7203f27cbd2bd71be614f9ec4841c466a5aed1ee description: '' health_score: 100.0 @@ -50797,8 +53987,8 @@ https://dev.to/kubona_my/docker-101-124e: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/leading-edje/introduction-to-helm-50jl: + addition_method: manual ai_summary: Accessible and clear introduction detailing core Helm entities (charts, repositories, releases). Excellent read for cloud engineers looking to grasp basic Helm vocabulary quickly. @@ -50820,8 +54010,8 @@ https://dev.to/leading-edje/introduction-to-helm-50jl: v2_locations: - helm.md year: '2020' - addition_method: manual https://dev.to/leandronsp/git-fundamentals-a-complete-guide-do7: + addition_method: manual ai_summary: An exceptional, deep-dive architectural exploration of Git's data structure foundation, illustrating the exact workings of blobs, trees, and commit pointers. Unveils CLI-level plumbing vs. UX-porcelain dynamics to foster comprehensive conceptual @@ -50850,8 +54040,8 @@ https://dev.to/leandronsp/git-fundamentals-a-complete-guide-do7: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/leandronsp/kubernetes-101-part-i-the-fundamentals-23a1: + addition_method: manual content_hash: 93147eb88c20e635532021e587d06f98b08b6fa72f814ce54abcdf0e7b1bf51f description: '' health_score: 100.0 @@ -50867,8 +54057,8 @@ https://dev.to/leandronsp/kubernetes-101-part-i-the-fundamentals-23a1: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/leandronsp/kubernetes-101-part-ii-pods-19pb: + addition_method: manual content_hash: 43f34a5fd99481ab34294765778b698bc4e60e8fd324aa3be67a47a13087c5f4 description: '' health_score: 100.0 @@ -50879,8 +54069,8 @@ https://dev.to/leandronsp/kubernetes-101-part-ii-pods-19pb: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://dev.to/leandronsp/kubernetes-101-part-iii-controllers-and-self-healing-4ki5: + addition_method: manual content_hash: e337b9a5e35eb8438b7eb8ca567d65590db6dd3d0df4c10dbb1c221bc29520bd description: '' health_score: 100.0 @@ -50891,8 +54081,8 @@ https://dev.to/leandronsp/kubernetes-101-part-iii-controllers-and-self-healing-4 v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://dev.to/leandronsp/kubernetes-101-part-iv-deployments-20m3: + addition_method: manual content_hash: 6d2713148cf65cdb3a89c8c9fd7ff60390146c91ec2b5a043968f47d9155a28b description: '' health_score: 100.0 @@ -50903,8 +54093,8 @@ https://dev.to/leandronsp/kubernetes-101-part-iv-deployments-20m3: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://dev.to/leandronsp/kubernetes-101-part-v-statefulsets-5dob: + addition_method: manual content_hash: fe63cd873d53f6c50ff8578c17e46db035450797d7a86083d199ded75dc2c00c description: '' health_score: 100.0 @@ -50915,8 +54105,8 @@ https://dev.to/leandronsp/kubernetes-101-part-v-statefulsets-5dob: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://dev.to/leandronsp/kubernetes-101-part-vi-daemonsets-1ph0: + addition_method: manual content_hash: 9f49feebfd17a53c5a183b8df3f018f07401edde7c0996ef6b8094fcccbd45db description: '' health_score: 100.0 @@ -50927,8 +54117,8 @@ https://dev.to/leandronsp/kubernetes-101-part-vi-daemonsets-1ph0: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://dev.to/leandronsp/kubernetes-101-part-vii-jobs-and-cronjobs-12kg: + addition_method: manual content_hash: fde206ab1a7dc279296a0954a7ce71b315d27e2aabb045460ce62f39cf29bd75 description: '' health_score: 100.0 @@ -50939,8 +54129,8 @@ https://dev.to/leandronsp/kubernetes-101-part-vii-jobs-and-cronjobs-12kg: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://dev.to/leandronsp/kubernetes-101-part-viii-networking-fundamentals-mo7: + addition_method: manual content_hash: 3818d848786706a9a7097a039e75df88fccf8ed03614b5849d85a8fd9b49ca4b description: '' health_score: 100.0 @@ -50951,8 +54141,8 @@ https://dev.to/leandronsp/kubernetes-101-part-viii-networking-fundamentals-mo7: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://dev.to/leroykayanda/kubernetes-monitoring-using-grafana-3dhc: + addition_method: manual ai_summary: A deployment guide detailing how to build a unified log and metrics tracking pipeline using Prometheus, Grafana, and Loki (the PLG stack). Focuses on optimal Promtail configurations for efficient pod log ingestion. @@ -50981,8 +54171,8 @@ https://dev.to/leroykayanda/kubernetes-monitoring-using-grafana-3dhc: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32: + addition_method: manual ai_summary: 'An architectural deep-dive analyzing the inner workings and severe security vulnerabilities of SSH agent forwarding, detailing safe alternatives like ProxyJump and ProxyCommand configurations. Double-Evidence: It warns of agent-hijacking @@ -51012,8 +54202,8 @@ https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c v2_locations: - linux.md year: N/A - addition_method: manual https://dev.to/lisahjung/beginner-s-guide-to-understanding-the-relevance-of-your-search-with-elasticsearch-and-kibana-29n6: + addition_method: manual content_hash: d06983a4053207242735dfdf15be0359816000771f2a6879ecc179359fde3438 description: '' health_score: 100.0 @@ -51030,8 +54220,8 @@ https://dev.to/lisahjung/beginner-s-guide-to-understanding-the-relevance-of-your v2_locations: - monitoring.md year: N/A - addition_method: manual https://dev.to/lizardkinglk/username-validator-1n8g: + addition_method: manual ai_summary: A practical walk-through explaining regular expressions and string checking techniques to construct secure and robust validation logic. complexity: Beginner @@ -51057,8 +54247,8 @@ https://dev.to/lizardkinglk/username-validator-1n8g: v2_locations: - javascript.md year: N/A - addition_method: manual https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7: + addition_method: manual ai_summary: This guide details 10 highly useful features of github.dev, the web-based, zero-install IDE that opens immediately when pressing '.' inside any GitHub repository. It explores editing workflows, extensions compatibility, and visual commits directly @@ -51088,8 +54278,8 @@ https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/lucasepe/watch-and-react-to-kubernetes-objects-changes-3kcg: + addition_method: manual ai_summary: Curator Insight outlines how to implement event-driven watches in Kubernetes using the Go client-go SDK. Live Grounding shows this is a foundational guide for building lightweight operators without full operator frameworks, leveraging @@ -51119,8 +54309,8 @@ https://dev.to/lucasepe/watch-and-react-to-kubernetes-objects-changes-3kcg: v2_locations: - golang.md year: N/A - addition_method: manual https://dev.to/madmaxx/how-to-make-exclusive-locks-in-kubernetes-23if: + addition_method: manual content_hash: 0c88c2fab94b2a77daf90cd199bdd9ef9913443ee61e01f12042d73b0eaac24f description: '' health_score: 100.0 @@ -51136,8 +54326,8 @@ https://dev.to/madmaxx/how-to-make-exclusive-locks-in-kubernetes-23if: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/madza/19-valuable-github-repositories-for-beginner-developers-3i18: + addition_method: manual content_hash: 74a70e33a6e447631a87206d8c2f6f799c377273b89f6091d6e653e52d6212c5 description: '' health_score: 100.0 @@ -51153,8 +54343,8 @@ https://dev.to/madza/19-valuable-github-repositories-for-beginner-developers-3i1 v2_locations: - devel-sites.md year: N/A - addition_method: manual https://dev.to/mage_ai/ci-cd-automating-our-build-and-deploy-process-2i91: + addition_method: manual content_hash: 4cf2a5293c6cff0a420da6eda76dda43a098b383433b99446e70cd90cbdb89ec description: '' health_score: 100.0 @@ -51170,8 +54360,8 @@ https://dev.to/mage_ai/ci-cd-automating-our-build-and-deploy-process-2i91: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://dev.to/mahmoudessam/python-dictionary-methods-explanation-and-visualization-1l64: + addition_method: manual content_hash: 9fa4b8312e6deaca65317e0f65592118fb2c73398b3c885402fd1dd210925b1b description: '' health_score: 100.0 @@ -51187,8 +54377,8 @@ https://dev.to/mahmoudessam/python-dictionary-methods-explanation-and-visualizat v2_locations: - python.md year: N/A - addition_method: manual https://dev.to/majidqafouri/microservice-roadmap-4mci: + addition_method: manual content_hash: b088fd5ae5281fa6cf27205a14e78b358b783e977e6cb8c7cc1560f880b4d632 description: '' health_score: 100.0 @@ -51199,8 +54389,8 @@ https://dev.to/majidqafouri/microservice-roadmap-4mci: v1_locations: - docs/faq.md year: N/A - addition_method: manual https://dev.to/mariamarsh/10-best-github-repos-for-developers-5gmp: + addition_method: manual content_hash: 77866aa218153dd5255c3652eac8c6ffba63885658b18afec3401dea202dfc54 description: '' health_score: 100.0 @@ -51216,8 +54406,8 @@ https://dev.to/mariamarsh/10-best-github-repos-for-developers-5gmp: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://dev.to/mattiasfjellstrom/kubernetes-101-security-concepts-2f4f: + addition_method: manual ai_summary: Explains introductory security concepts in Kubernetes, targeting beginner operators and developers. Curator insight highlights the core mechanisms of namespace separation, RBAC roles, and container Isolation. Live grounding confirms that @@ -51246,8 +54436,8 @@ https://dev.to/mattiasfjellstrom/kubernetes-101-security-concepts-2f4f: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/mattqafouri/microservice-roadmap-4mci: + addition_method: manual ai_summary: 'Curator Insight: A complete self-paced technical roadmap for engineers transitioning from monolith architectures to microservice environments. Live Grounding: Lays out logical progressions covering APIs, containerization, messaging brokers, @@ -51269,8 +54459,8 @@ https://dev.to/mattqafouri/microservice-roadmap-4mci: v2_locations: - faq.md year: '2023' - addition_method: manual https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51m7: + addition_method: manual ai_summary: A code-heavy guide illustrating how to implement distributed rate-limiting middleware in Go using Redis token bucket algorithms. Vital for securing public REST API endpoints. @@ -51298,8 +54488,8 @@ https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51 v2_locations: - golang.md year: N/A - addition_method: manual https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha: + addition_method: manual ai_summary: A high-level evaluation of Go's strengths (such as concurrency models and compiling speeds) balanced against its notable limits, such as strict syntax structures and historical generic compromises. @@ -51327,8 +54517,8 @@ https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha: v2_locations: - golang.md year: N/A - addition_method: manual https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terraform-3oho: + addition_method: manual ai_summary: Highly structured guide demonstrating how to use Terraform to set up Azure AD Workload Identity on AKS. Explains how to establish federation credentials between Kubernetes service accounts and Azure AD, successfully replacing deprecated @@ -51357,8 +54547,8 @@ https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terrafo v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/mbagley1020/price-comparison-of-popular-serverless-architecture-providers-2jk9: + addition_method: manual content_hash: de3143b1cfd7a3efdc955a4d569b047e4a66f129930b5136ba58c352b9a5f23c description: '' health_score: 100.0 @@ -51369,8 +54559,8 @@ https://dev.to/mbagley1020/price-comparison-of-popular-serverless-architecture-p v1_locations: - docs/serverless.md year: N/A - addition_method: manual https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17: + addition_method: manual content_hash: ea1ffe99c5a75a4093f6243789caab5dcc734435fd3d4737d7ae9b8eb11e8dba description: '' health_score: 100.0 @@ -51386,8 +54576,8 @@ https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17: v2_locations: - securityascode.md year: N/A - addition_method: manual https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9: + addition_method: manual ai_summary: A developer-oriented tutorial for programmatically provisioning NFS volume drivers within EKS using the AWS CDK. It demonstrates dynamic persistent volume claim (PVC) binding backed by managed EFS resources. This simplifies dynamic @@ -51416,8 +54606,8 @@ https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/mikeyglitz/proactive-kubernetes-monitoring-with-alerting-58en: + addition_method: manual ai_summary: Explains how to set up proactive alerts inside Kubernetes using Prometheus rules paired with Slack webhooks. Walks through alert configurations for pending pods, node pressure events, and high namespace limit utilization. @@ -51445,8 +54635,8 @@ https://dev.to/mikeyglitz/proactive-kubernetes-monitoring-with-alerting-58en: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://dev.to/milu_franz/git-explained-the-basics-igc: + addition_method: manual ai_summary: A friendly visual tutorial that clarifies how Git tracks file states across the local environment. It explains how changes move between the Working Directory, the Staging Index, and the committed Git repository state. @@ -51473,8 +54663,8 @@ https://dev.to/milu_franz/git-explained-the-basics-igc: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/mkalioby/django-apps-on-kubernetes-2edo: + addition_method: manual content_hash: dff18d1d71d0aef984ea6ef68fcfb623ad4d75d5996c50f102082999f4a6f34f description: '' health_score: 100.0 @@ -51490,8 +54680,8 @@ https://dev.to/mkalioby/django-apps-on-kubernetes-2edo: v2_locations: - demos.md year: N/A - addition_method: manual https://dev.to/mkdev/kubernetes-capacity-and-resource-management-its-not-what-you-think-it-is-1oik: + addition_method: manual content_hash: c74125203208a1a2d796a945b41cd243072737c7e6e22384138c4c360bab17aa description: '' health_score: 100.0 @@ -51508,8 +54698,8 @@ https://dev.to/mkdev/kubernetes-capacity-and-resource-management-its-not-what-yo v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/moesif/api-management-vs-api-gateway-and-where-does-api-analytics-and-monitoring-fit-4g75: + addition_method: manual content_hash: 6084af808484202a1667b5239b9ef86c59242e4db897378b80ff5304fc8621e4 description: '' health_score: 100.0 @@ -51526,8 +54716,8 @@ https://dev.to/moesif/api-management-vs-api-gateway-and-where-does-api-analytics v2_locations: - developerportals.md year: N/A - addition_method: manual https://dev.to/monarene/dynamic-volume-provisioning-in-kubernetes-with-aws-and-terraform-3m6h: + addition_method: manual content_hash: f602dde2ab99b5c404db0cbff6233edd088c6a7428c6d34fb507dd476fb0ceb9 description: '' health_score: 100.0 @@ -51544,8 +54734,8 @@ https://dev.to/monarene/dynamic-volume-provisioning-in-kubernetes-with-aws-and-t v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/msfaizi/kubernetes-cheatsheet-essential-commands-and-concepts-for-efficient-container-orchestration-201n: + addition_method: manual content_hash: 56cbd87f4a9448d617c449821104ae4e939b0ad0a1ae4d455d74eecc02a4c7ae description: '' health_score: 100.0 @@ -51562,8 +54752,8 @@ https://dev.to/msfaizi/kubernetes-cheatsheet-essential-commands-and-concepts-for v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67: + addition_method: manual ai_summary: 'Curator Insight: Tactical guide detailing production-grade RBAC naming conventions and structure. Live Grounding: Features rapid-fire configurations that help bootstrap clean and audit-ready policies in dev clusters.' @@ -51591,9 +54781,9 @@ https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual ? https://dev.to/mtulio/deep-dive-into-aws-oidc-identity-provider-when-installing-openshift-with-iam-sts-manual-sts-support-1bo7 -: content_hash: a4125c1bc99b1d490db9618a45878e5eda3557dd37f8952c16a7ca6356f4a5d8 +: addition_method: manual + content_hash: a4125c1bc99b1d490db9618a45878e5eda3557dd37f8952c16a7ca6356f4a5d8 description: '' health_score: 100.0 last_checked: 1779031333.322525 @@ -51609,8 +54799,8 @@ https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67: v2_locations: - ocp4.md year: N/A - addition_method: manual https://dev.to/mwafrika/how-to-use-git-stash-command-22bk: + addition_method: manual ai_summary: Quick operational guide focusing on practical everyday Git stash operations. Outlines how to isolate unstaged changes quickly without committing incomplete features, ideal for immediate reference during high-frequency development cycles. @@ -51638,8 +54828,8 @@ https://dev.to/mwafrika/how-to-use-git-stash-command-22bk: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/nagatodev/how-to-connect-django-to-reactjs-part-2-2oje: + addition_method: manual content_hash: 4b555c6ed0c319cebe490b1163b372e60eab8e4c379ba3f4701a50c04d1686d5 health_score: 100.0 last_checked: 1779130494.936105 @@ -51650,8 +54840,8 @@ https://dev.to/nagatodev/how-to-connect-django-to-reactjs-part-2-2oje: - docs/python.md v2_locations: - python.md - addition_method: manual https://dev.to/narasimha1997/communication-between-microservices-in-a-kubernetes-cluster-1n41: + addition_method: manual content_hash: 4b10984851cede5a6dd2bbe77ebf937559801520135213132cef123d17f20ac6 description: '' health_score: 100.0 @@ -51668,8 +54858,8 @@ https://dev.to/narasimha1997/communication-between-microservices-in-a-kubernetes v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://dev.to/navneet7716/optimizing-sql-queries-h9j: + addition_method: manual content_hash: e47da956d25dae3a84b06800931293388c1711608cc42b392b37f573ddf71960 description: '' health_score: 100.0 @@ -51685,8 +54875,8 @@ https://dev.to/navneet7716/optimizing-sql-queries-h9j: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/nazliander/using-selenium-within-a-docker-container-ghp: + addition_method: manual content_hash: 842b5f77e74898fbbf8e2ececc3ae40b27c272ca625447116a036fc465135525 description: '' health_score: 100.0 @@ -51702,8 +54892,8 @@ https://dev.to/nazliander/using-selenium-within-a-docker-container-ghp: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf: + addition_method: manual content_hash: 9ff4068050fc09a0a07f31d8c42e2f04303a242bb35310cace796a8766effa70 description: '' health_score: 100.0 @@ -51719,8 +54909,8 @@ https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf: v2_locations: - securityascode.md year: N/A - addition_method: manual https://dev.to/novu/how-to-add-in-app-notifications-to-any-web-app-1b4n: + addition_method: manual ai_summary: Step-by-step architectural tutorial detailing real-time in-app notification infrastructure integrations using Novu. Explores WebSocket connections, transaction pipelines, and pre-built UI components. @@ -51748,8 +54938,8 @@ https://dev.to/novu/how-to-add-in-app-notifications-to-any-web-app-1b4n: v2_locations: - javascript.md year: N/A - addition_method: manual https://dev.to/o1lab/how-to-build-7-000-rest-apis-within-2-mins-node-js-mysql-470b: + addition_method: manual ai_summary: Technical deep dive showing rapid database-to-API automation workflows using relational database schemas. Focuses on minimizing operational overhead through automatic API generation. @@ -51777,8 +54967,8 @@ https://dev.to/o1lab/how-to-build-7-000-rest-apis-within-2-mins-node-js-mysql-47 v2_locations: - javascript.md year: N/A - addition_method: manual https://dev.to/okimotomizuho/open-source-multiple-branches-and-git-merges-2f69: + addition_method: manual ai_summary: Analyzes branch tracking strategies specifically tailored for maintaining sanity in large, multi-contributor open-source systems. Discusses the downstream effects of divergent merge strategies on public issue tracking and release branches. @@ -51806,8 +54996,8 @@ https://dev.to/okimotomizuho/open-source-multiple-branches-and-git-merges-2f69: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/okimotomizuho/open-source-my-first-pull-request-1356: + addition_method: manual ai_summary: A step-by-step walkthrough of the fork-and-pull model used for open-source contributions. It explains upstream synchronization, clean branch isolation, and standard pull request workflows from a contributor's perspective. @@ -51835,8 +55025,8 @@ https://dev.to/okimotomizuho/open-source-my-first-pull-request-1356: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you-should-add-gifs-4i0l: + addition_method: manual ai_summary: Focuses on optimizing developer collaboration via structured PR templates. Details patterns for scaffolding instructions, checklist blocks, and visual assets to improve maintainer comprehension. @@ -51865,8 +55055,8 @@ https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/otomato_io/liveness-probes-feel-the-pulse-of-the-app-133e: + addition_method: manual content_hash: 5a95db9aaa5df991749cd5250a061204d36851619e2c4ba2e652e482fca3ef6c description: '' health_score: 100.0 @@ -51882,8 +55072,8 @@ https://dev.to/otomato_io/liveness-probes-feel-the-pulse-of-the-app-133e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k: + addition_method: manual ai_summary: Explains how to customize Skaffold profiles for high-performance dev environments. Details hot-reload integrations and remote debugger port attachments. complexity: Intermediate @@ -51909,8 +55099,8 @@ https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd: + addition_method: manual content_hash: e498286f13bf67872de3253d5aa756bb3ae8a7febb06d8301ac8031d1294b9e9 description: '' health_score: 100.0 @@ -51926,8 +55116,8 @@ https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://dev.to/otomato_io/possible-paths-2hfc: + addition_method: manual ai_summary: Demystifies the operational concepts of TLS, explaining how Certificate Authorities (CAs) and mutual TLS (mTLS) protect application network pathways. complexity: Beginner @@ -51953,8 +55143,8 @@ https://dev.to/otomato_io/possible-paths-2hfc: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/otomer/my-12-favorite-chrome-extensions-as-a-web-developer-56eg: + addition_method: manual content_hash: 8351a7b46a7aebbb012ded7fd5f23bd0d26d3f2e9a115bbc58dc4f80a636d863 description: '' health_score: 100.0 @@ -51970,8 +55160,8 @@ https://dev.to/otomer/my-12-favorite-chrome-extensions-as-a-web-developer-56eg: v2_locations: - ChromeDevTools.md year: N/A - addition_method: manual https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2: + addition_method: manual ai_summary: A step-by-step guide to building a clean, native REST API from scratch in Go using standard mux frameworks. Excellent for microservice engineers. [SPANISH CONTENT] @@ -51999,8 +55189,8 @@ https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2: v2_locations: - golang.md year: N/A - addition_method: manual https://dev.to/paru429/beginner-s-guide-to-docker-and-docker-cli-commands-1p75: + addition_method: manual content_hash: 26f506d4288914f3a7c9a5e5c0377d22e4e3987a3e16818af7f3eadfa36a869c description: '' health_score: 100.0 @@ -52016,8 +55206,8 @@ https://dev.to/paru429/beginner-s-guide-to-docker-and-docker-cli-commands-1p75: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/pavanbelagatti/configure-kubernetes-readiness-and-liveness-probes-tutorial-478p: + addition_method: manual content_hash: 4e91356b24d45b28168640d2c5c5c14fdafe3267263246dbe883e817a95360da description: '' health_score: 100.0 @@ -52034,8 +55224,8 @@ https://dev.to/pavanbelagatti/configure-kubernetes-readiness-and-liveness-probes v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/pavanbelagatti/deploy-any-aiml-application-on-kubernetes-a-step-by-step-guide-2i37: + addition_method: manual content_hash: e037601828b04076fe4f36f327761ff62d0a5b6904babe413f97c168ca78b49e description: '' health_score: 100.0 @@ -52052,8 +55242,8 @@ https://dev.to/pavanbelagatti/deploy-any-aiml-application-on-kubernetes-a-step-b v2_locations: - mlops.md year: N/A - addition_method: manual https://dev.to/pavanbelagatti/devops-trends-for-developers-in-2023-345b: + addition_method: manual content_hash: d241d582a4702d3e17f6095345fc452fd4feb9dced63f769601a70e7c46dc1b4 description: '' health_score: 100.0 @@ -52069,8 +55259,8 @@ https://dev.to/pavanbelagatti/devops-trends-for-developers-in-2023-345b: v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/pavanbelagatti/kubernetes-kustomize-tutorial-a-beginner-friendly-developer-guide-322n: + addition_method: manual content_hash: 66b1f1b0f1e539b365c5988cc0b0984322aef6b96db1b692bc3af013bba9b781 description: '' health_score: 100.0 @@ -52086,8 +55276,8 @@ https://dev.to/pavanbelagatti/kubernetes-kustomize-tutorial-a-beginner-friendly- v2_locations: - kustomize.md year: N/A - addition_method: manual https://dev.to/pavanbelagatti/kubernetes-security-best-practices-for-developers-2b92: + addition_method: manual ai_summary: Tailored specifically for application developers to guide secure manifest construction and safe build configurations. Curator insight details practical tips like avoiding hardcoded secrets and keeping image footprints minimal. Live @@ -52116,8 +55306,8 @@ https://dev.to/pavanbelagatti/kubernetes-security-best-practices-for-developers- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/pavanbelagatti/learn-how-to-set-kubernetes-resource-requests-and-limits-23n2: + addition_method: manual content_hash: 4a051c1d0ab6767f87ff4d385d6310a4d41ab8e84197e9a56b4b788fde96ed84 description: '' health_score: 100.0 @@ -52134,8 +55324,8 @@ https://dev.to/pavanbelagatti/learn-how-to-set-kubernetes-resource-requests-and- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/pavanbelagatti/scaling-your-application-with-kubernetes-5715: + addition_method: manual content_hash: 6facc772f2c1827b57a5387ac2215b5ad445560cdba1d2d1d44941cc43caed88 description: '' health_score: 100.0 @@ -52151,8 +55341,8 @@ https://dev.to/pavanbelagatti/scaling-your-application-with-kubernetes-5715: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://dev.to/pavanbelagatti/using-terraform-to-manage-infrastructure-resources-32da: + addition_method: manual content_hash: 24b106bdef7f7802303b19b856458d260227bb82849ce6857adb445e7e57e85b description: '' health_score: 100.0 @@ -52168,8 +55358,8 @@ https://dev.to/pavanbelagatti/using-terraform-to-manage-infrastructure-resources v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/permit_io/load-external-data-into-opa-the-good-the-bad-and-the-ugly-26lc: + addition_method: manual content_hash: 91e815cd1013249b7e9b2358dc3f3f2c2c3e6665afa5a148af30cbc2f6264944 description: '' health_score: 100.0 @@ -52185,8 +55375,8 @@ https://dev.to/permit_io/load-external-data-into-opa-the-good-the-bad-and-the-ug v2_locations: - securityascode.md year: N/A - addition_method: manual https://dev.to/pghildiyal/series/14818: + addition_method: manual content_hash: 0ed2a7e31a302d0aff880bcd7d476c29d378220d907b4e11d4763b6eebf88efd description: '' health_score: 100.0 @@ -52202,8 +55392,8 @@ https://dev.to/pghildiyal/series/14818: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://dev.to/playfulprogramming/a-better-way-to-code-documentation-driven-development-1kem: + addition_method: manual content_hash: 063429ea32ead18265d4ad787d055092849e257e54f23f40b1269a81ea7343bf health_score: 100.0 last_checked: 1779130494.96387 @@ -52215,8 +55405,8 @@ https://dev.to/playfulprogramming/a-better-way-to-code-documentation-driven-deve - docs/devel-sites.md v2_locations: - devel-sites.md - addition_method: manual https://dev.to/playfulprogramming/the-awesome-side-of-github-awesome-lists-2a5h: + addition_method: manual content_hash: 7b539733d8e67d7417effbe0495eb95b77d7a35eb00c106fb40934567d4c4360 health_score: 100.0 last_checked: 1779130495.019519 @@ -52229,8 +55419,8 @@ https://dev.to/playfulprogramming/the-awesome-side-of-github-awesome-lists-2a5h: v2_locations: - architectural-foundations.md - other-awesome-lists.md - addition_method: manual https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-command-palette-and-its-friends-2bhi: + addition_method: manual content_hash: a824e90b306b8dab1169e4a155d4930248fe6a04cb84fc750ed17d6759086db9 health_score: 100.0 last_checked: 1779130494.933112 @@ -52242,8 +55432,8 @@ https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-command-palette - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-snippets-5041: + addition_method: manual content_hash: edf392dc2c19ed07bf450e9cd61bc41ef9fcf154144fe80bbac395c8cb914ac5 health_score: 100.0 last_checked: 1779130495.016514 @@ -52254,8 +55444,8 @@ https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-snippets-5041: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://dev.to/pmbanugo/faas-on-kubernetes-from-aws-lambda-api-gateway-to-knative-kong-api-gateway-4n84: + addition_method: manual content_hash: 05b7198ac56481161712a1f4ea8d33055b584bc4409edf0c38ebb9dde3418fd2 description: '' health_score: 100.0 @@ -52272,9 +55462,9 @@ https://dev.to/pmbanugo/faas-on-kubernetes-from-aws-lambda-api-gateway-to-knativ v2_locations: - serverless.md year: N/A - addition_method: manual ? https://dev.to/pmbanugo/goodbye-dockerfiles-build-secure-optimised-nodejs-container-images-with-cloud-native-buildpacks-489p -: content_hash: 9870a19d70664e47db39f992c1908bfe6bb0d4a52aacffb41afdd4767c0fa565 +: addition_method: manual + content_hash: 9870a19d70664e47db39f992c1908bfe6bb0d4a52aacffb41afdd4767c0fa565 description: '' health_score: 100.0 last_checked: 1779031516.15385 @@ -52290,8 +55480,8 @@ https://dev.to/pmbanugo/faas-on-kubernetes-from-aws-lambda-api-gateway-to-knativ v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/pragyanatvade/docker-commands-cheat-sheet-47n4: + addition_method: manual content_hash: b58ba234b9c2cf60ddde3a5e2852946f70c63056d7a767bff3dbc02bdf69b2b2 description: '' health_score: 100.0 @@ -52307,8 +55497,8 @@ https://dev.to/pragyanatvade/docker-commands-cheat-sheet-47n4: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/prasenjeetsymon/docker-from-zero-to-hero-part-1-3a45: + addition_method: manual content_hash: 97905acea90d7fe61e20a6067163453b4a32425cd0cedd41fe9154e7329b48c7 description: '' health_score: 100.0 @@ -52324,8 +55514,8 @@ https://dev.to/prasenjeetsymon/docker-from-zero-to-hero-part-1-3a45: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/purveshshende2/git-for-beginners-3il6: + addition_method: manual ai_summary: Explains core Git fundamentals such as repositories, the working directory, the staging area, and local commits. This guide is written specifically for newcomers to establish a baseline understanding of decentralized version control systems. @@ -52353,8 +55543,8 @@ https://dev.to/purveshshende2/git-for-beginners-3il6: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/pwd9000/connect-terraform-to-azure-devops-git-repos-over-ssh-163c: + addition_method: manual content_hash: b745107e9ef164affb9c14ab606a1b67d36f355d3a10d3e700b3ce4b0285859c description: '' health_score: 100.0 @@ -52365,8 +55555,8 @@ https://dev.to/pwd9000/connect-terraform-to-azure-devops-git-repos-over-ssh-163c v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://dev.to/pwd9000/series/16567: + addition_method: manual content_hash: 4d4c1749732120d4c6edc5e1209ac416018b2d4573f9dce1d94ed789dee13c59 description: '' health_score: 100.0 @@ -52382,8 +55572,8 @@ https://dev.to/pwd9000/series/16567: v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/pwd9000/terraform-complex-variable-types-173e: + addition_method: manual content_hash: ccc836673f845a730401191c4cf02f1beb743ab65feb8e1a9045f4f6a3b4c638 description: '' health_score: 100.0 @@ -52394,8 +55584,8 @@ https://dev.to/pwd9000/terraform-complex-variable-types-173e: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://dev.to/pwd9000/terraform-iac-scanning-with-trivy-3cai: + addition_method: manual content_hash: 1d10bfed516965c4413318093b17c7118abafb92e1bfb5d76db24eedbb69c9dd description: '' health_score: 100.0 @@ -52406,8 +55596,8 @@ https://dev.to/pwd9000/terraform-iac-scanning-with-trivy-3cai: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://dev.to/pwd9000/terraform-understanding-the-lifecycle-block-4f6e: + addition_method: manual content_hash: db3c11fc54e40a28f3a9ae6cb9b839fe9e3d39674997eb4ef15dcf1273061cde description: '' health_score: 100.0 @@ -52418,8 +55608,8 @@ https://dev.to/pwd9000/terraform-understanding-the-lifecycle-block-4f6e: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://dev.to/rahulrai/practical-introduction-to-kubernetes-autoscaling-tools-with-linode-kubernetes-engine-2i7k: + addition_method: manual ai_summary: Technical guide to deploying and tuning Cluster Autoscaler and Horizontal Pod Autoscaler (HPA) on the Linode Kubernetes Engine (LKE). Features step-by-step metric-server configurations and traffic simulations. @@ -52447,8 +55637,8 @@ https://dev.to/rahulrai/practical-introduction-to-kubernetes-autoscaling-tools-w v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/ranga_vadhineni/thunder-client-http-client-extension-for-vs-code-30i9: + addition_method: manual content_hash: f7bda43d22cd14c8408451a431de9924c852d2b27e22c93ed00b5670c0924001 description: '' health_score: 100.0 @@ -52464,8 +55654,8 @@ https://dev.to/ranga_vadhineni/thunder-client-http-client-extension-for-vs-code- v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/razgandeanu/selenium-cheat-sheet-9lc: + addition_method: manual content_hash: 15baf977d706e4623aeb2aa517fce0d2746a07c08bb97efc6679f17050260c33 description: '' health_score: 100.0 @@ -52481,8 +55671,8 @@ https://dev.to/razgandeanu/selenium-cheat-sheet-9lc: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kubernetes-service-46ce: + addition_method: manual ai_summary: Getting started guide for provisioning Windows Container pools on AKS. Details networking adjustments, pod YAML configurations, and active directory credential settings. Valuable for platform engineering teams managing legacy enterprise @@ -52510,8 +55700,8 @@ https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kube v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/render/git-organized-a-better-git-flow-56go: + addition_method: manual ai_summary: Explores structured methodologies to maintain a clean git history during iterative engineering sprints. Highlights commit squashing, interactive rebasing, and early PR configurations to enhance peer-review clarity and system integrity. @@ -52539,8 +55729,8 @@ https://dev.to/render/git-organized-a-better-git-flow-56go: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/rinkiyakedad/using-kyverno-to-enforce-eks-best-practices-cad: + addition_method: manual content_hash: 910bcd519ff75c206a78c9889e9f887002bcc1bd382954b0831d5b8f6cfc0e88 description: '' health_score: 100.0 @@ -52556,8 +55746,8 @@ https://dev.to/rinkiyakedad/using-kyverno-to-enforce-eks-best-practices-cad: v2_locations: - securityascode.md year: N/A - addition_method: manual https://dev.to/rtpro/helm-release-time-to-livettl-for-temporary-environments-1239: + addition_method: manual ai_summary: Practical implementation patterns for enforcing a Time-To-Live (TTL) on Helm releases. Crucial technique for cleaning up dynamic, ephemeral preview environments automatically. @@ -52585,8 +55775,8 @@ https://dev.to/rtpro/helm-release-time-to-livettl-for-temporary-environments-123 v2_locations: - helm.md year: N/A - addition_method: manual https://dev.to/run-x/devops-is-not-automation-2amo: + addition_method: manual content_hash: 4a01ef2f9b6c51c80d44f01dffecd9b898063f95174315fd3612a49cafd00c5e description: '' health_score: 100.0 @@ -52602,8 +55792,8 @@ https://dev.to/run-x/devops-is-not-automation-2amo: v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/sagary2j/elk-stack-deployment-using-minikube-single-node-architecture-16cl: + addition_method: manual content_hash: 268211ed343357db5fdc4f70eaf8494aa57c89729fbc0585ec184ea1aa70ee06 description: '' health_score: 100.0 @@ -52619,8 +55809,8 @@ https://dev.to/sagary2j/elk-stack-deployment-using-minikube-single-node-architec v2_locations: - monitoring.md year: N/A - addition_method: manual https://dev.to/saintdle/deploying-nvidia-gpu-enabled-tanzu-kubernetes-clusters-40ma: + addition_method: manual ai_summary: An in-depth guide detailing how to provision Nvidia GPU acceleration inside Tanzu Kubernetes Grid (TKG) guest clusters. Covers configuration of GPU operators, vSphere passthrough, and driver deployment parameters for intensive @@ -52649,8 +55839,8 @@ https://dev.to/saintdle/deploying-nvidia-gpu-enabled-tanzu-kubernetes-clusters-4 v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://dev.to/samuelfaure/how-atomic-git-commits-dramatically-increased-my-productivity-and-will-increase-yours-too-4a84: + addition_method: manual ai_summary: Practical, insight-led guide highlighting the productivity jump from committing singular, well-isolated changes. Outlines why micro-level atomic commits simplify debugging, interactive rebase flows, and rollback processes in shared @@ -52680,8 +55870,8 @@ https://dev.to/samuelfaure/how-atomic-git-commits-dramatically-increased-my-prod v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/scalyr/kubernetes-tutorial-learn-the-basics-and-get-started-5dgh: + addition_method: manual content_hash: 220020424190e1c9b359670e3884127af6aabf82fa5a10612e93ae93c1c1f117 description: '' health_score: 100.0 @@ -52697,8 +55887,8 @@ https://dev.to/scalyr/kubernetes-tutorial-learn-the-basics-and-get-started-5dgh: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/scottshipp/series/15100: + addition_method: manual ai_summary: 'A comprehensive multi-part series detailing the configuration of a personal knowledge management system utilizing Markdown and Git version control. Explores organizational hierarchies, local editor configurations, and automated @@ -52729,8 +55919,8 @@ https://dev.to/scottshipp/series/15100: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://dev.to/semaphore/ci-cd-continuous-integration-delivery-explained-75l: + addition_method: manual ai_summary: 'Curator Insight: Clear conceptual breakdown of CI, CD, and Continuous Deployment lifecycle phases. Live Grounding: Maintained by Semaphore CI, offering architectural clarity on the automated test feedback loops and deployment gates. @@ -52758,8 +55948,8 @@ https://dev.to/semaphore/ci-cd-continuous-integration-delivery-explained-75l: v2_locations: - cicd.md year: N/A - addition_method: manual https://dev.to/sergomz/construyendo-un-mvp-sin-base-de-datos-1i4k: + addition_method: manual content_hash: c6bb61b7a02ab4d2c1bc1686aaaafe85d662006ceeb9302270427fa43552716c description: '' health_score: 100.0 @@ -52775,8 +55965,8 @@ https://dev.to/sergomz/construyendo-un-mvp-sin-base-de-datos-1i4k: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://dev.to/setevoy/apache-druid-overview-running-in-kubernetes-and-monitoring-with-prometheus-g5j: + addition_method: manual content_hash: ba38688daa197ea0247f7bc4e8d822b4734dc756f04b6a09e32be4083dbf6b82 description: '' health_score: 100.0 @@ -52793,8 +55983,8 @@ https://dev.to/setevoy/apache-druid-overview-running-in-kubernetes-and-monitorin v2_locations: - databases.md year: N/A - addition_method: manual https://dev.to/shreyazz/javascript-objects-57ob: + addition_method: manual ai_summary: Foundational guide reviewing object composition, prototype structures, and memory behaviors in modern ECMAScript specifications. complexity: Beginner @@ -52820,8 +56010,8 @@ https://dev.to/shreyazz/javascript-objects-57ob: v2_locations: - javascript.md year: N/A - addition_method: manual https://dev.to/shreyazz/make-your-own-api-under-30-lines-of-code-4doh: + addition_method: manual content_hash: 10bbc736f6d015d8b700e46a422e46ea10c685860523afcb8c2a45e2cea40e50 description: '' health_score: 100.0 @@ -52837,8 +56027,8 @@ https://dev.to/shreyazz/make-your-own-api-under-30-lines-of-code-4doh: v2_locations: - api.md year: N/A - addition_method: manual https://dev.to/signoz/docker-101-introduction-to-docker-1kbm: + addition_method: manual content_hash: cbfdaba6a4b29ceffe800073b147f42bb99b6f27627c9b2168bc09c9f6e67c95 description: '' health_score: 100.0 @@ -52854,8 +56044,8 @@ https://dev.to/signoz/docker-101-introduction-to-docker-1kbm: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/solegaonkar/prevent-configuration-errors-in-kubernetes-30dn: + addition_method: manual content_hash: 74d3b6abf086117ce012d53dcc9a63f792e62e2406f3a7f3cb9ae7cc9c294c74 description: '' health_score: 100.0 @@ -52871,8 +56061,8 @@ https://dev.to/solegaonkar/prevent-configuration-errors-in-kubernetes-30dn: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/sourcegraph/15-developer-tools-to-make-you-super-productive-2g0a: + addition_method: manual content_hash: d2ee65d1babd3eb3b359b0aeb4215bc8da68af396bc3cc1c8aa5564d5c78e96f description: '' health_score: 100.0 @@ -52888,8 +56078,8 @@ https://dev.to/sourcegraph/15-developer-tools-to-make-you-super-productive-2g0a: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://dev.to/sowmenappd/build-a-highly-available-node-js-application-using-docker-nginx-and-aws-elb-3cjp: + addition_method: manual content_hash: b6236a33f5e52404f1c9edddf8f16597b64a0aee4baa40e5fbca8861a5205bc0 description: '' health_score: 100.0 @@ -52906,8 +56096,8 @@ https://dev.to/sowmenappd/build-a-highly-available-node-js-application-using-doc v2_locations: - demos.md year: N/A - addition_method: manual https://dev.to/spacelift/how-to-manage-terraform-with-github-actions-5b10: + addition_method: manual content_hash: 3df7f4e409bab929156eef4c61e90325174729c4365a773c088b2acc5e56be49 description: '' health_score: 100.0 @@ -52923,8 +56113,8 @@ https://dev.to/spacelift/how-to-manage-terraform-with-github-actions-5b10: v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/spacelift/using-terraform-yaml-functions-3ade: + addition_method: manual content_hash: e844e7aa00fb25b79d0d5bef96ba88c37dc2c8761b822132431c3c9ba0665cd2 description: '' health_score: 100.0 @@ -52940,8 +56130,8 @@ https://dev.to/spacelift/using-terraform-yaml-functions-3ade: v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/stack-labs/how-to-switch-container-runtime-in-a-kubernetes-cluster-1628: + addition_method: manual content_hash: e5345cf5d54236e00be81048d71c37cc54528bd38432711ebf03d8a924dad555 description: '' health_score: 100.0 @@ -52957,8 +56147,8 @@ https://dev.to/stack-labs/how-to-switch-container-runtime-in-a-kubernetes-cluste v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/stack-labs/manage-your-secrets-in-git-with-sops-for-kubernetes-57me: + addition_method: manual ai_summary: Explores GitOps practices with Mozilla SOPS, integrating decryption directly into ArgoCD and Flux deployments. Ensures security while tracking configuration changes inside VCS. @@ -52985,8 +56175,8 @@ https://dev.to/stack-labs/manage-your-secrets-in-git-with-sops-for-kubernetes-57 v2_locations: - devsecops.md year: N/A - addition_method: manual https://dev.to/stack-labs/store-your-kubernetes-secrets-in-git-thanks-to-kubeseal-hello-sealedsecret-2i6h: + addition_method: manual ai_summary: Introduces Bitnami's Sealed Secrets (kubeseal), highlighting how asymmetric public-key cryptography allows engineers to securely check encrypted credentials into public Git setups. @@ -53014,8 +56204,8 @@ https://dev.to/stack-labs/store-your-kubernetes-secrets-in-git-thanks-to-kubesea v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/star_trooper/git-it-right-git-cheatsheet-4o0h: + addition_method: manual content_hash: 2e3cf9db6d400122842164eb2b8fc3b5ee9e194d518aa9b1556d028e8fd6993e description: '' health_score: 100.0 @@ -53026,8 +56216,8 @@ https://dev.to/star_trooper/git-it-right-git-cheatsheet-4o0h: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://dev.to/stefanprodan/a-gitops-recipe-for-progressive-delivery-2pa3: + addition_method: manual ai_summary: Details a practical architectural recipe for implementing Progressive Delivery using Flagger, Istio, and GitOps workflows. Explains how to automate canary releases, A/B testing, and blue-green deployments based on real-time metrics @@ -53057,8 +56247,8 @@ https://dev.to/stefanprodan/a-gitops-recipe-for-progressive-delivery-2pa3: v2_locations: - istio.md year: N/A - addition_method: manual https://dev.to/swordheath/great-github-repositories-that-developers-love-1g97: + addition_method: manual content_hash: 68343d4f422545f3fb1fde60bb260700b572d149b3ce50fd30ecf5d464eff8e0 description: '' health_score: 100.0 @@ -53075,8 +56265,8 @@ https://dev.to/swordheath/great-github-repositories-that-developers-love-1g97: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://dev.to/t/kubernetes: + addition_method: manual content_hash: afb33c84db9d096718f63b923b925d0adfa0aa270d29c99d858d2c430945ff1a description: '' health_score: 100.0 @@ -53092,8 +56282,8 @@ https://dev.to/t/kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/tahsinature/get-lazy-with-lazygit-4h37: + addition_method: manual ai_summary: A walkthrough of 'lazygit', a terminal UI layout for Git. It outlines how this tool accelerates advanced tasks like fast interactive rebase operations, interactive staging, stash sorting, and graphical history navigation directly @@ -53122,8 +56312,8 @@ https://dev.to/tahsinature/get-lazy-with-lazygit-4h37: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/techworld_with_nana/how-i-learn-new-technologies-as-a-devops-engineer-without-being-overwhelmed--495e: + addition_method: manual content_hash: bf29406c1462eb717f9cd975f63c933003fc3ae0ad1afb9ff7744bff25d6faca description: '' health_score: 100.0 @@ -53140,8 +56330,8 @@ https://dev.to/techworld_with_nana/how-i-learn-new-technologies-as-a-devops-engi v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/techworld_with_nana/kubernetes-backup-restore-made-easy-2nlg: + addition_method: manual content_hash: 4664c57dca5cffe10c799abf28fd76c153b3172e5dacf10daa8e40afc2d38ad4 description: '' health_score: 100.0 @@ -53157,8 +56347,8 @@ https://dev.to/techworld_with_nana/kubernetes-backup-restore-made-easy-2nlg: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://dev.to/techworld_with_nana/kubernetes-crash-course-for-absolute-beginners-35pc: + addition_method: manual content_hash: c7b4d68b36f24108b176c88f84aaedb5f6b077cc309ef1bd8df5ddf6a1ba2a8f description: '' health_score: 100.0 @@ -53174,8 +56364,8 @@ https://dev.to/techworld_with_nana/kubernetes-crash-course-for-absolute-beginner v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://dev.to/techworld_with_nana/top-8-docker-best-practices-for-using-docker-in-production-1m39: + addition_method: manual content_hash: 1833b3b13da574e0807af7ec20fbabbbd3095d1690c44303a3a957767d3776ce description: '' health_score: 100.0 @@ -53191,8 +56381,8 @@ https://dev.to/techworld_with_nana/top-8-docker-best-practices-for-using-docker- v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/thecoollearner/getting-started-with-javascript-modules-2mkg: + addition_method: manual ai_summary: Introduces JavaScript's module pattern history, comparing ES6 export/import definitions with legacy CommonJS modules. complexity: Beginner @@ -53218,8 +56408,8 @@ https://dev.to/thecoollearner/getting-started-with-javascript-modules-2mkg: v2_locations: - javascript.md year: N/A - addition_method: manual https://dev.to/theghostmac/understanding-and-crafting-http-middlewares-in-go-3183: + addition_method: manual ai_summary: Walks through the mechanics of composing HTTP middlewares in Go using standard library handlers. Covers routing interceptors, logging, and CORS negotiation patterns. @@ -53247,8 +56437,8 @@ https://dev.to/theghostmac/understanding-and-crafting-http-middlewares-in-go-318 v2_locations: - golang.md year: N/A - addition_method: manual https://dev.to/thegroo/running-kafka-on-kubernetes-for-local-development-2a54: + addition_method: manual ai_summary: 'Curator Insight: Practical setup workflow for running local Kafka configurations under Minikube or Docker Desktop. Live Grounding: Explains minimal YAML profiles using Helm or lightweight operators to quickly spin up development broker instances @@ -53277,8 +56467,8 @@ https://dev.to/thegroo/running-kafka-on-kubernetes-for-local-development-2a54: v2_locations: - message-queue.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/aks-vs-eks-vs-gke-2459: + addition_method: manual ai_summary: Community comparison comparing control plane cost, upgrade reliability, networking plugins, and developer experience across AKS, EKS, and GKE. complexity: Intermediate @@ -53304,8 +56494,8 @@ https://dev.to/thenjdevopsguy/aks-vs-eks-vs-gke-2459: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/ci-with-datree-4h8d: + addition_method: manual content_hash: b92ac38dba2a8eb9c57ac0d73ccba3f103a6d8eec50bb8cfabc2bd626905c1a2 description: '' health_score: 100.0 @@ -53321,8 +56511,8 @@ https://dev.to/thenjdevopsguy/ci-with-datree-4h8d: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/creating-a-custom-resource-definition-in-kubernetes-2k7o: + addition_method: manual content_hash: 60e17ae02fcd472007ac2b8788d96280c6873d7969a5a0c2298273dabab0d865 description: '' health_score: 100.0 @@ -53339,8 +56529,8 @@ https://dev.to/thenjdevopsguy/creating-a-custom-resource-definition-in-kubernete v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/creating-your-platform-engineering-environment-4hpa: + addition_method: manual content_hash: aa36e85f6bf1cb4e3a9a857678a7f778220791731fe76811beee1b66f8e762ba description: '' health_score: 100.0 @@ -53356,8 +56546,8 @@ https://dev.to/thenjdevopsguy/creating-your-platform-engineering-environment-4hp v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/devops-vs-sre-what-s-the-difference-560d: + addition_method: manual ai_summary: An introductory analysis exploring how DevOps and SRE differ conceptually and operationally. It illustrates how SRE provides the programmatic solutions and infrastructure instrumentation needed to realize the broader cultural transformations @@ -53385,8 +56575,8 @@ https://dev.to/thenjdevopsguy/devops-vs-sre-what-s-the-difference-560d: v2_locations: - sre.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/getting-started-with-go-golang-5eh8: + addition_method: manual ai_summary: Provides DevOps engineers with an approachable blueprint to learn Go. Teaches syntax foundations, environmental variable setups, and building basic utility CLIs. @@ -53414,8 +56604,8 @@ https://dev.to/thenjdevopsguy/getting-started-with-go-golang-5eh8: v2_locations: - golang.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/getting-started-with-skaffold-5120: + addition_method: manual content_hash: 877041b4c9903408da304f2389882c1c25e5a451e116f07b2c2c9acdf9ec2643 description: '' health_score: 100.0 @@ -53426,8 +56616,8 @@ https://dev.to/thenjdevopsguy/getting-started-with-skaffold-5120: v1_locations: - docs/scaffolding.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/impacts-of-not-setting-requests-limits-and-quotas-5f4b: + addition_method: manual content_hash: 61ef938be3391e592df0e04de43687f3500f38dd3a857ad792d4606524dfe322 description: '' health_score: 100.0 @@ -53443,8 +56633,8 @@ https://dev.to/thenjdevopsguy/impacts-of-not-setting-requests-limits-and-quotas- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/implementing-datadog-for-kubernetes-586e: + addition_method: manual content_hash: 09afe97df7d65304d7c4b2d2af24d66c13d3c4b4b158a17633cb98c91681803a description: '' health_score: 100.0 @@ -53455,8 +56645,8 @@ https://dev.to/thenjdevopsguy/implementing-datadog-for-kubernetes-586e: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/linkerd-and-gitops-115a: + addition_method: manual content_hash: 0d55096450d19e7e682a7678cbfdf924dc50f077c1129832579442c7e24787a1 description: '' health_score: 100.0 @@ -53472,8 +56662,8 @@ https://dev.to/thenjdevopsguy/linkerd-and-gitops-115a: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/monitoring-aks-with-prometheus-and-grafana-9o8: + addition_method: manual ai_summary: Hands-on guide to implementing monitoring on AKS using Prometheus and Grafana. Explains how to deploy scraping targets, configure local metric storage, and design dashboards independent of Azure Monitor. Perfect for teams wanting @@ -53501,8 +56691,8 @@ https://dev.to/thenjdevopsguy/monitoring-aks-with-prometheus-and-grafana-9o8: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/platform-engineering-on-kubernetes-part-4-internal-developer-platforms-1kmh: + addition_method: manual content_hash: 12a3c92db71125d470ef14bf10f2b8f04652debcfaf42ee192c81d35d20318ac description: '' health_score: 100.0 @@ -53519,8 +56709,8 @@ https://dev.to/thenjdevopsguy/platform-engineering-on-kubernetes-part-4-internal v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/securing-kubernetes-pods-for-production-workloads-51oh: + addition_method: manual ai_summary: A specialized checklist for locking down Pod setups in highly regulated production networks. Curator insight addresses how to enforce non-root execution, limit Capabilities, and bind resource consumption quotas. Live grounding shows @@ -53549,8 +56739,8 @@ https://dev.to/thenjdevopsguy/securing-kubernetes-pods-for-production-workloads- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/the-4-cs-of-kubernetes-security-3i9e: + addition_method: manual ai_summary: 'An educational guide summarizing the security dimensions defined by the CNCF ''4C'' model: Cloud, Cluster, Container, and Code. Curator insight outlines actionable steps to secure each layer. Live grounding confirms that systemic failure @@ -53578,8 +56768,8 @@ https://dev.to/thenjdevopsguy/the-4-cs-of-kubernetes-security-3i9e: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/what-is-a-kubernetes-operator-53kb: + addition_method: manual content_hash: b6a5b4f8a6bc48835096538f60c4904e9a8433d6e1959b5edd0777f89b55eca7 description: '' health_score: 100.0 @@ -53595,8 +56785,8 @@ https://dev.to/thenjdevopsguy/what-is-a-kubernetes-operator-53kb: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/what-is-platform-engineering-and-what-is-it-not-2jb8: + addition_method: manual content_hash: 963224acbc752815dc2756494cbd1d5883ed09a11021e38738dc4687f5bbad25 description: '' health_score: 100.0 @@ -53612,8 +56802,8 @@ https://dev.to/thenjdevopsguy/what-is-platform-engineering-and-what-is-it-not-2j v2_locations: - devops.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/what-problem-is-kubernetes-actually-trying-to-solve-3g1n: + addition_method: manual content_hash: ad9b5545d9fecf9f45c565eefc6e21caf6598177a22bb903be3cb90d4cd2038c description: '' health_score: 100.0 @@ -53629,8 +56819,8 @@ https://dev.to/thenjdevopsguy/what-problem-is-kubernetes-actually-trying-to-solv v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/thenjdevopsguy/what-you-need-to-break-into-devops-and-sre-3fp5: + addition_method: manual ai_summary: A comprehensive skills matrix designed for software engineers transitioning into DevOps and SRE domains. The roadmap covers essential technologies including Linux systems internals, network virtualization, cloud infrastructure as code, @@ -53658,8 +56848,8 @@ https://dev.to/thenjdevopsguy/what-you-need-to-break-into-devops-and-sre-3fp5: v2_locations: - sre.md year: N/A - addition_method: manual https://dev.to/thenomadevel/top-5-best-git-extensions-for-vs-code-you-must-have-40b6: + addition_method: manual content_hash: 485bc4b3db6c4b87ff13d6acf007a4fd2c2ef6c479157130084738ecf68aa95d description: '' health_score: 100.0 @@ -53675,8 +56865,8 @@ https://dev.to/thenomadevel/top-5-best-git-extensions-for-vs-code-you-must-have- v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/this-is-learning/a-better-way-to-code-documentation-driven-development-1kem: + addition_method: manual content_hash: 8a9b8e2ef0c8fe600aa38789739aa41496672fab29e57a23082395a776d77243 description: '' health_score: 100.0 @@ -53687,8 +56877,8 @@ https://dev.to/this-is-learning/a-better-way-to-code-documentation-driven-develo v1_locations: - docs/devel-sites.md year: N/A - addition_method: manual https://dev.to/this-is-learning/the-awesome-side-of-github-awesome-lists-2a5h: + addition_method: manual content_hash: f373cb8bcba316947e8b0a23e7128168e4bbe014c9fbd523189bd2fd3ea0f2b5 description: '' health_score: 100.0 @@ -53698,8 +56888,8 @@ https://dev.to/this-is-learning/the-awesome-side-of-github-awesome-lists-2a5h: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://dev.to/this-is-learning/visual-studio-code-tips-tricks-command-palette-and-its-friends-2bhi: + addition_method: manual content_hash: 5ab14f417b2138039edfcacf3d2bab52b1082060b9a9e3922c289e09cde8a267 description: '' health_score: 100.0 @@ -53710,8 +56900,8 @@ https://dev.to/this-is-learning/visual-studio-code-tips-tricks-command-palette-a v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://dev.to/this-is-learning/visual-studio-code-tips-tricks-snippets-5041: + addition_method: manual content_hash: dc132c265e6d4121cf717908f1de239b08c0189f6be0f135b758f9d5f23eb95e description: '' health_score: 100.0 @@ -53722,8 +56912,8 @@ https://dev.to/this-is-learning/visual-studio-code-tips-tricks-snippets-5041: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://dev.to/tiangolo/https-for-developers-1774: + addition_method: manual content_hash: 21e73329801eb0b4b5f13a8b7e1b7c4760196597822d918426fdf2d59b4a8b4d description: '' health_score: 100.0 @@ -53739,8 +56929,8 @@ https://dev.to/tiangolo/https-for-developers-1774: v2_locations: - developerportals.md year: N/A - addition_method: manual https://dev.to/timtsoitt/argo-cd-and-sealed-secrets-is-a-perfect-match-1dbf: + addition_method: manual ai_summary: 'Curator Insight: Explores the integration of Bitnami Sealed Secrets with Argo CD for safe GitOps secret workflows. Live Grounding: Demonstrates how public cryptography allows storing encrypted secrets safely in Git, which are @@ -53768,8 +56958,8 @@ https://dev.to/timtsoitt/argo-cd-and-sealed-secrets-is-a-perfect-match-1dbf: v2_locations: - argo.md year: N/A - addition_method: manual https://dev.to/timtsoitt/one-technique-to-save-your-aws-eks-ip-addresses-10x-2ocn: + addition_method: manual ai_summary: A highly practical guide detailing how to mitigate IPv4 exhaustion in EKS clusters by leveraging custom networking features within the AWS VPC CNI. Curator Insight highlights the use of secondary non-routable CIDRs (such as CGNAT @@ -53799,8 +56989,8 @@ https://dev.to/timtsoitt/one-technique-to-save-your-aws-eks-ip-addresses-10x-2oc v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/tmchuynh/vscode-extensions-im-in-love-with-oab: + addition_method: manual content_hash: 65decd757a05a334d4b88897f0d284f0d714a06c3bfa98e71e9bbc8784536e4b description: '' health_score: 100.0 @@ -53816,8 +57006,8 @@ https://dev.to/tmchuynh/vscode-extensions-im-in-love-with-oab: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://dev.to/tngeene/when-are-microservices-appropriate-g2n: + addition_method: manual ai_summary: 'Curator Insight: A practical assessment framework for evaluating whether an engineering team should divide a system into microservices. Live Grounding: Explores prerequisites such as automated infrastructure, deployment consistency, @@ -53845,8 +57035,8 @@ https://dev.to/tngeene/when-are-microservices-appropriate-g2n: v2_locations: - faq.md year: N/A - addition_method: manual https://dev.to/treva123mutebi/getting-started-with-go-lang-1g0: + addition_method: manual ai_summary: A basic introduction to the Go environment setup, variables, syntax, and package structures. Ideal for developers getting started with the language runtime. @@ -53874,8 +57064,8 @@ https://dev.to/treva123mutebi/getting-started-with-go-lang-1g0: v2_locations: - golang.md year: N/A - addition_method: manual https://dev.to/tutorialboy/a-detailed-brief-about-offence-and-defence-on-cloud-security-etcd-risks-4h02: + addition_method: manual content_hash: 105d32d4a6573f691ffaf4a5f0bf4843bb292120661fd6dbb4cc022a4ce85fa3 description: '' health_score: 100.0 @@ -53892,8 +57082,8 @@ https://dev.to/tutorialboy/a-detailed-brief-about-offence-and-defence-on-cloud-s v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/tutorialboy/a-detailed-talk-about-k8s-cluster-security-from-the-perspective-of-attackers-part-1-3mm5: + addition_method: manual ai_summary: A detailed technical review mapping vulnerability configurations from an attacker's point of view. Examines the impact of insecure cluster APIs and excess container rights. @@ -53921,8 +57111,8 @@ https://dev.to/tutorialboy/a-detailed-talk-about-k8s-cluster-security-from-the-p v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://dev.to/tylerlwsmith/one-does-not-just-containerize-an-app-5eae: + addition_method: manual content_hash: e7d6369bc2372634315f68853fc58b700fdacae1543dcf42a57c27ba83d20935 description: '' health_score: 100.0 @@ -53938,8 +57128,8 @@ https://dev.to/tylerlwsmith/one-does-not-just-containerize-an-app-5eae: v2_locations: - docker.md year: N/A - addition_method: manual https://dev.to/typeable/when-it-pays-to-choose-microservices-12h5: + addition_method: manual content_hash: c0db44bca8217fdd2b956006063ef6fb53a097af19a2ca4d08abca8772b1f681 description: '' health_score: 100.0 @@ -53955,8 +57145,8 @@ https://dev.to/typeable/when-it-pays-to-choose-microservices-12h5: v2_locations: - introduction.md year: N/A - addition_method: manual https://dev.to/unfor19/writing-bash-scripts-like-a-pro-part-1-styling-guide-4bin: + addition_method: manual ai_summary: Part of a highly-rated developer guide focusing on styling, naming conventions, and code organization rules in Bash. It proposes clean formatting practices that mirror professional programming standards. @@ -53984,8 +57174,8 @@ https://dev.to/unfor19/writing-bash-scripts-like-a-pro-part-1-styling-guide-4bin v2_locations: - linux.md year: N/A - addition_method: manual https://dev.to/urstrulyvishwak/convert-nested-json-to-simple-json-in-javascript-4a34: + addition_method: manual ai_summary: A focused code guide discussing programmatic flattening techniques for complex, nested JavaScript object trees. Essential for preparing nested JSON payloads for tabular rendering or analytical processing. @@ -54014,8 +57204,8 @@ https://dev.to/urstrulyvishwak/convert-nested-json-to-simple-json-in-javascript- - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://dev.to/valeriavg/master-git-in-7-minutes-gai: + addition_method: manual ai_summary: A highly concentrated crash course designed to take developers from a blank terminal to initializing repositories, staging changes, pushing commits, and working with remote origins. Ideal for rapid onboarding of new developers @@ -54044,8 +57234,8 @@ https://dev.to/valeriavg/master-git-in-7-minutes-gai: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/varbsan/a-simplified-convention-for-naming-branches-and-commits-in-git-il4: + addition_method: manual ai_summary: Proposes an elegant, highly structured system for classifying branches (e.g., `feat/`, `fix/`, `docs/`) and structuring commit histories. This guide is critical for setting up automated pipelines that trigger CI/CD builds based @@ -54075,8 +57265,8 @@ https://dev.to/varbsan/a-simplified-convention-for-naming-branches-and-commits-i v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/verifacrew/how-to-assume-an-aws-iam-role-from-a-service-account-in-eks-with-terraform-28gd: + addition_method: manual content_hash: 51f8b2f5681e5ea9fc0e9e75cf77bb62335da0c56a1c1516f16185622bbf18a4 description: '' health_score: 100.0 @@ -54093,8 +57283,8 @@ https://dev.to/verifacrew/how-to-assume-an-aws-iam-role-from-a-service-account-i v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/vikcodes/yq-a-command-line-tool-that-will-help-you-handle-your-yaml-resources-better-8j9: + addition_method: manual ai_summary: Curator Insight provides a practical guide on installing and utilizing yq for system automation. Live Grounding covers everyday command examples, including selective key extraction, array mutation, and nested property updates in Kubernetes @@ -54124,16 +57314,16 @@ https://dev.to/vikcodes/yq-a-command-line-tool-that-will-help-you-handle-your-ya - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://dev.to/vikrantnegi/become-a-vs-code-ninja-with-these-extensions-and-tools-2020-1119: + addition_method: manual content_hash: 0edc80316bb0e60b7696d00837a97c7dfd520625e99841fa4857e5dd448c0c09 health_score: 100.0 last_checked: 1779033071.79397 needs_ai_refresh: true v1_locations: - docs/visual-studio.md - addition_method: manual https://dev.to/vinod827/scale-your-apps-using-keda-in-kubernetes-4i3h: + addition_method: manual content_hash: 7f6e92bb8dab2c4a9f7aee5ee2f58e3d0f0380b6cc7bfe8cdfa26b5897d31e29 description: '' health_score: 100.0 @@ -54149,8 +57339,8 @@ https://dev.to/vinod827/scale-your-apps-using-keda-in-kubernetes-4i3h: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities-for-aks-91p: + addition_method: manual ai_summary: Detailed guide on using Managed Identities to access secrets in Azure Key Vault (AKV) from AKS. Explains how to configure the Secrets Store CSI Driver to securely mount sensitive parameters directly into container workloads without @@ -54178,8 +57368,8 @@ https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dev.to/vromanov/kubernetes-services-1bj: + addition_method: manual content_hash: 39864b9d6fecb2e7bfece3e1173948474624825dd446cc1f08b8b95152ac9190 description: '' health_score: 100.0 @@ -54195,8 +57385,8 @@ https://dev.to/vromanov/kubernetes-services-1bj: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dev.to/why_and_how/top-3-sites-for-programmers-4bmc: + addition_method: manual content_hash: 7b822a4ed64d8f2d43e453845cd5bbf9b60806790c3610cd7b30b8281aa040c5 description: '' health_score: 100.0 @@ -54212,8 +57402,8 @@ https://dev.to/why_and_how/top-3-sites-for-programmers-4bmc: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://dev.to/wiggitywhitney/9-waa-w-what-is-knative-serving-a-friendly-guide-28f6: + addition_method: manual content_hash: bbac3e952e4d90355887965dc0b02644925c5b4ebb6018874959b7407201d894 description: '' health_score: 100.0 @@ -54229,8 +57419,8 @@ https://dev.to/wiggitywhitney/9-waa-w-what-is-knative-serving-a-friendly-guide-2 v2_locations: - demos.md year: N/A - addition_method: manual https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398: + addition_method: manual ai_summary: A technical blueprint describing automated configuration pipeline testing using modern git hooks and validation platforms. Helps engineers automate linting policies directly in shared Git workflows. @@ -54261,8 +57451,8 @@ https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398: - yaml.md - kubernetes-tools.md year: N/A - addition_method: manual https://dev.to/yenyih/10-useful-git-tips-to-improve-your-workflow-kf1: + addition_method: manual ai_summary: Explains critical commands for repository organization, such as automated remote cleaning, custom aliases, complex log sorting, and advanced diff settings. These tips help developers construct highly tuned, custom git environments for @@ -54291,8 +57481,8 @@ https://dev.to/yenyih/10-useful-git-tips-to-improve-your-workflow-kf1: v2_locations: - git.md year: N/A - addition_method: manual https://dev.to/yet_anotherdev/aws-rds-scaling-postgres-30ic: + addition_method: manual content_hash: 999b3302a1db7921bf73eb13a529ac1714ebd9d3cfe71964a3cee2737c1b9274 description: '' health_score: 100.0 @@ -54308,8 +57498,8 @@ https://dev.to/yet_anotherdev/aws-rds-scaling-postgres-30ic: v2_locations: - terraform.md year: N/A - addition_method: manual https://dev.to/yugabyte/rest-data-service-on-yugabytedb-postgresql-5f2h: + addition_method: manual content_hash: c7943a3a4b44be97f42f03e21eee5593b03a72856226905acefacd6fde50337a description: '' health_score: 100.0 @@ -54325,8 +57515,8 @@ https://dev.to/yugabyte/rest-data-service-on-yugabytedb-postgresql-5f2h: v2_locations: - databases.md year: N/A - addition_method: manual https://dev.to/zenika/eks-10-tips-to-reduce-the-bill-up-to-90-on-aws-managed-kubernetes-clusters-epe: + addition_method: manual content_hash: 1d2981938ab5c8dc7735ac6031930b485b9b3efed7bc424b1c0cd50965861920 description: '' health_score: 100.0 @@ -54343,8 +57533,8 @@ https://dev.to/zenika/eks-10-tips-to-reduce-the-bill-up-to-90-on-aws-managed-kub v2_locations: - finops.md year: N/A - addition_method: manual https://dev.to/zinox9/git-github-cheatsheet-22ok: + addition_method: manual content_hash: 47cda1f3a203e5c8e427ffb413041e204dba272a5ce37351cf5b11a381906ab6 description: '' health_score: 100.0 @@ -54360,8 +57550,8 @@ https://dev.to/zinox9/git-github-cheatsheet-22ok: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://devblogs.microsoft.com/azure-sdk/announcing-azure-mcp-server-2-0-stable-release: + addition_method: manual ai_summary: 'Curator Insight: Announcement of Microsoft Azure''s MCP Server 2.0 release for agentic automation. @@ -54396,8 +57586,8 @@ https://devblogs.microsoft.com/azure-sdk/announcing-azure-mcp-server-2-0-stable- - devops.md - azure.md year: N/A - addition_method: manual https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql: + addition_method: manual content_hash: 766c69b07e6c64034c662a6661fec4d6f433498f6068c4e404e48058d6ba5409 description: '' health_score: 100.0 @@ -54413,9 +57603,9 @@ https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql: v2_locations: - databases.md year: N/A - addition_method: manual ? https://devblogs.microsoft.com/commandline/distro-installation-added-to-wsl-install-in-windows-10-insiders-preview-build-20246 -: content_hash: 0622911970038098d3e082d9ce4bb88f89843ac888bf742558e803de3c994046 +: addition_method: manual + content_hash: 0622911970038098d3e082d9ce4bb88f89843ac888bf742558e803de3c994046 description: '' health_score: 100.0 last_checked: 1779032483.506513 @@ -54431,9 +57621,9 @@ https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql: v2_locations: - linux-dev-env.md year: N/A - addition_method: manual ? https://devblogs.microsoft.com/commandline/take-your-linux-development-experience-in-windows-to-the-next-level-with-wsl-and-visual-studio-code-remote -: content_hash: 4e705b8a34861a0a3025c6cb3ee902560a62da6d9004014d3a426e22aebdec2d +: addition_method: manual + content_hash: 4e705b8a34861a0a3025c6cb3ee902560a62da6d9004014d3a426e22aebdec2d description: '' health_score: 100.0 last_checked: 1779031494.546381 @@ -54449,8 +57639,8 @@ https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql: v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://devblogs.microsoft.com/commandline/windows-terminal-1-0: + addition_method: manual content_hash: 046f04a4f9e9d395321d3cbdee8839a5d4924afa1310554f9a37a50e2ec10214 description: '' health_score: 100.0 @@ -54466,8 +57656,8 @@ https://devblogs.microsoft.com/commandline/windows-terminal-1-0: v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://devblogs.microsoft.com/devops/azure-devops-demo-generator-is-now-open-source: + addition_method: manual content_hash: d4b03047813a484f99645b75d3182e735740f0979304f16b31f22a5e5ba87b7f description: '' health_score: 100.0 @@ -54483,8 +57673,8 @@ https://devblogs.microsoft.com/devops/azure-devops-demo-generator-is-now-open-so v2_locations: - demos.md year: N/A - addition_method: manual https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview: + addition_method: manual ai_summary: The official public announcement details the release and capabilities of the Azure DevOps MCP server. Highlights the architectural integration of Large Language Models directly into enterprise ADO workflows for automated engineering @@ -54516,8 +57706,8 @@ https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview: - azure.md - cicd.md year: N/A - addition_method: manual https://devblogs.microsoft.com/devops/controlling-release-pipelines-with-gates-and-azure-policy-compliance: + addition_method: manual content_hash: 537d7c2ed9ea6df23c2613db89f985e09c29a9d7f2679ad84b3e8df60bd946ca description: '' health_score: 100.0 @@ -54534,8 +57724,8 @@ https://devblogs.microsoft.com/devops/controlling-release-pipelines-with-gates-a v2_locations: - azure.md year: N/A - addition_method: manual https://devblogs.microsoft.com/devops/devops-dojo-culture-and-mindset: + addition_method: manual content_hash: 9c0164fbbe6a43f4977c4babab41d336f3267df725396c1b79695fda1acea307 description: '' health_score: 100.0 @@ -54551,8 +57741,8 @@ https://devblogs.microsoft.com/devops/devops-dojo-culture-and-mindset: v2_locations: - devops.md year: N/A - addition_method: manual https://devblogs.microsoft.com/devops/introduction-to-azure-devops-workload-identity-federation-oidc-with-terraform: + addition_method: manual content_hash: 40e8ab0fc6d2406ad6a88816cd2fa20b0a306bbef0ef2201243d2321f9b4f649 description: '' health_score: 100.0 @@ -54569,8 +57759,8 @@ https://devblogs.microsoft.com/devops/introduction-to-azure-devops-workload-iden v2_locations: - terraform.md year: N/A - addition_method: manual https://devblogs.microsoft.com/devops/monitoring-azure-by-using-grafana-dashboards: + addition_method: manual content_hash: d78c793ff53520c90e1cd80493efc2116e8b522c3083b38ce5572a412c3012aa description: '' health_score: 100.0 @@ -54586,8 +57776,8 @@ https://devblogs.microsoft.com/devops/monitoring-azure-by-using-grafana-dashboar v2_locations: - grafana.md year: N/A - addition_method: manual https://devblogs.microsoft.com/devops/release-flow-how-we-do-branching-on-the-vsts-team: + addition_method: manual ai_summary: Detailed breakdown of the 'Release Flow' branching strategy utilized by Microsoft's Azure DevOps/VSTS engineering teams. It explains how Microsoft balances high-throughput development with strict enterprise release cycles by @@ -54615,8 +57805,8 @@ https://devblogs.microsoft.com/devops/release-flow-how-we-do-branching-on-the-vs v2_locations: - git.md year: N/A - addition_method: manual https://devblogs.microsoft.com/devops/update-to-ado-allowed-ip-addresses: + addition_method: manual ai_summary: Official documentation outlines the network security updates for Azure DevOps, focusing on the transitioning IP address ranges and service tags. Crucial for security engineers managing firewalls and strict ingress/egress rules to maintain @@ -54648,8 +57838,8 @@ https://devblogs.microsoft.com/devops/update-to-ado-allowed-ip-addresses: - devops.md - azure.md year: N/A - addition_method: manual https://devblogs.microsoft.com/devops/what-is-infrastructure-as-code: + addition_method: manual content_hash: a08e325a69df222c127150ab7a2095886bd246e7f9acc71f8521e29f56303e91 description: '' health_score: 100.0 @@ -54665,8 +57855,8 @@ https://devblogs.microsoft.com/devops/what-is-infrastructure-as-code: v2_locations: - terraform.md year: N/A - addition_method: manual https://devblogs.microsoft.com/dotnet/announcing-rate-limiting-for-dotnet: + addition_method: manual content_hash: fdc64a976214e8289825afdd9865dca7c78ece1ebb2d1c3417f02d12495eeae1 description: '' health_score: 100.0 @@ -54682,8 +57872,8 @@ https://devblogs.microsoft.com/dotnet/announcing-rate-limiting-for-dotnet: v2_locations: - dotnet.md year: N/A - addition_method: manual https://devblogs.microsoft.com/dotnet/devops-for-dotnet-maui: + addition_method: manual content_hash: 90e463f2e591d907a333f0ca898b90e93dc6586f6a298c357bb340c346455ae6 description: '' health_score: 100.0 @@ -54699,8 +57889,8 @@ https://devblogs.microsoft.com/dotnet/devops-for-dotnet-maui: v2_locations: - dotnet.md year: N/A - addition_method: manual https://devblogs.microsoft.com/dotnet/dotnet-loves-github-actions: + addition_method: manual content_hash: d123a800df89f92b46638f713c50f6c81bc1a4687cfcec3dd4ce9b0520602f12 description: '' health_score: 100.0 @@ -54716,8 +57906,8 @@ https://devblogs.microsoft.com/dotnet/dotnet-loves-github-actions: v2_locations: - git.md year: N/A - addition_method: manual https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills: + addition_method: manual ai_summary: Step-by-step instruction illustrating how to inject specialized .NET SDK contexts and compilation knowledge bases into autonomous coding agents to optimize C# generation pipelines. @@ -54748,8 +57938,8 @@ https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skill - dotnet.md - developerportals.md year: N/A - addition_method: manual https://devblogs.microsoft.com/dotnet/introducing-compatible-frameworks-on-nuget-org: + addition_method: manual content_hash: f989b272d02358348e70a0aa8f9342cba46726ad4d5ef25f8e52d02cd3f8f5b1 health_score: 100.0 last_checked: 1779130494.999763 @@ -54760,9 +57950,9 @@ https://devblogs.microsoft.com/dotnet/introducing-compatible-frameworks-on-nuget - docs/dotnet.md v2_locations: - dotnet.md - addition_method: manual ? https://devblogs.microsoft.com/engineering-at-microsoft/you-cant-have-security-for-devops-until-you-have-devops-for-security -: ai_summary: 'An elite architectural case study detailing how Microsoft treats internal +: addition_method: manual + ai_summary: 'An elite architectural case study detailing how Microsoft treats internal security pipelines as first-class, agile software products. Contrast: Curator Insight focuses on testing velocity, while Live Grounding highlights the success of automated internal developer portals (IDPs) in enforcing default-secure baselines. @@ -54792,8 +57982,8 @@ https://devblogs.microsoft.com/dotnet/introducing-compatible-frameworks-on-nuget v2_locations: - devsecops.md year: N/A - addition_method: manual https://devblogs.microsoft.com/java/deploy-spring-boot-applications-by-leveraging-enterprise-best-practices: + addition_method: manual content_hash: f4180a0e3457e306e8339d22b54e19b920dbc418ce8836a11f2b08a8e99d986c description: '' health_score: 100.0 @@ -54810,8 +58000,8 @@ https://devblogs.microsoft.com/java/deploy-spring-boot-applications-by-leveragin v2_locations: - azure.md year: N/A - addition_method: manual https://devblogs.microsoft.com/nuget/introducing-compatible-frameworks-on-nuget-org: + addition_method: manual content_hash: 1c3b848cc78c7d698563667cd8d07008b0131249d15fb3ad98deadf3419712c9 description: '' health_score: 100.0 @@ -54822,8 +58012,8 @@ https://devblogs.microsoft.com/nuget/introducing-compatible-frameworks-on-nuget- v1_locations: - docs/dotnet.md year: N/A - addition_method: manual https://devblogs.microsoft.com/powershell-community: + addition_method: manual content_hash: ee34901b32aaa3460bd9d64c2247ff1db7b353305b74ceb67574b06e0a9e8222 description: '' health_score: 100.0 @@ -54839,8 +58029,8 @@ https://devblogs.microsoft.com/powershell-community: v2_locations: - azure.md year: N/A - addition_method: manual https://devblogs.microsoft.com/powershell-community/my-crescendo-journey: + addition_method: manual content_hash: eda5707ef7eb186de59d2954e8895b8157185a8eed2e2094cc673ca9b4a5d038 description: '' health_score: 100.0 @@ -54855,8 +58045,8 @@ https://devblogs.microsoft.com/powershell-community/my-crescendo-journey: v2_locations: - azure.md year: N/A - addition_method: manual https://devblogs.microsoft.com/powershell/announcing-powershell-crescendo-preview-1: + addition_method: manual content_hash: d7ab7730940c66bcfefb6573ba33fea5cf21ea140e2e553f23427faba3193475 description: '' health_score: 100.0 @@ -54872,8 +58062,8 @@ https://devblogs.microsoft.com/powershell/announcing-powershell-crescendo-previe v2_locations: - azure.md year: N/A - addition_method: manual https://devblogs.microsoft.com/powershell/when-powershellget-v1-fails-to-install-the-nuget-provider: + addition_method: manual content_hash: 11c621487b40c505c910f7f218cde57ee1f8d9c3ec7437e2d5270df51956f7f9 description: '' health_score: 100.0 @@ -54890,8 +58080,8 @@ https://devblogs.microsoft.com/powershell/when-powershellget-v1-fails-to-install v2_locations: - azure.md year: N/A - addition_method: manual https://devblogs.microsoft.com/python: + addition_method: manual content_hash: 8fc2ba72f6f5f6e32dc7bf39915c16decf2cd0f56fcdd75920cde3ca5c9dc6e7 health_score: 100.0 last_checked: 1779130494.981345 @@ -54902,8 +58092,8 @@ https://devblogs.microsoft.com/python: - docs/python.md v2_locations: - python.md - addition_method: manual https://devblogs.microsoft.com/python/need-an-intro-to-vs-code-let-tech-with-tim-help: + addition_method: manual content_hash: cecdc9b823d90ae65f7a8ae41ca669f2e46aebff396dae8f33478d5aad1f9740 description: '' health_score: 100.0 @@ -54919,8 +58109,8 @@ https://devblogs.microsoft.com/python/need-an-intro-to-vs-code-let-tech-with-tim v2_locations: - 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docs/kubernetes-releases.md year: N/A - addition_method: manual https://devclass.com/2021/04/20/apache-kafka-2-8-0-previews-life-without-zookeeper: + addition_method: manual content_hash: 80bac013480a550aa2ecb45953f82a09811e09fe22af233d2ac7b504ecfddf13 description: '' health_score: 100.0 @@ -55079,9 +58269,9 @@ https://devclass.com/2021/04/20/apache-kafka-2-8-0-previews-life-without-zookeep v1_locations: - docs/message-queue.md year: N/A - addition_method: manual ? https://devclass.com/2021/09/02/rancher-presents-first-big-release-after-suse-acquisition-ups-game-on-hosted-cluster-provisioning -: content_hash: 98ee5af66405b6c31143439f91c6b24c9b9f72c9415f012bf10f860feba8ecd7 +: addition_method: manual + content_hash: 98ee5af66405b6c31143439f91c6b24c9b9f72c9415f012bf10f860feba8ecd7 description: '' health_score: 100.0 last_checked: 1779029880.947347 @@ -55092,8 +58282,8 @@ https://devclass.com/2021/04/20/apache-kafka-2-8-0-previews-life-without-zookeep v1_locations: - docs/rancher.md year: N/A - 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It serves as an accessible replacement for terminal manual outputs, accelerating reference access @@ -55183,8 +58373,8 @@ https://devdocs.io/git: v2_locations: - git.md year: N/A - addition_method: manual https://devdosvid.blog/2022/01/16/some-techniques-to-enhance-your-terraform-proficiency: + addition_method: manual content_hash: 50a48b347fda1e2c415d21df4b5870852317b8a09d8c1ba0d987f854bbdc912a health_score: 100.0 last_checked: 1779130494.955645 @@ -55196,8 +58386,8 @@ https://devdosvid.blog/2022/01/16/some-techniques-to-enhance-your-terraform-prof - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://devdosvid.blog/2023/04/16/hello-terraform-data-goodbye-null-resource: + addition_method: manual content_hash: b7c28f05710a49d6e4cfa4ae30ffdc76899d59a075846b8603e901051476d101 description: '' health_score: 100.0 @@ -55213,8 +58403,8 @@ https://devdosvid.blog/2023/04/16/hello-terraform-data-goodbye-null-resource: v2_locations: - terraform.md year: N/A - addition_method: manual https://devdriven.by: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -55228,8 +58418,8 @@ https://devdriven.by: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://devdriven.by/promotion: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -55245,9 +58435,9 @@ https://devdriven.by/promotion: - about.md - project-management-methodology.md year: N/A - addition_method: manual ? https://developer.amazon.com/en-US/blogs/alexa/post/TxDJWS16KUPVKO/new-alexa-skills-kit-template-build-a-trivia-skill-in-under-an-hou -: health_score: 100.0 +: addition_method: manual + health_score: 100.0 last_checked: 1779130494.964425 status: online tags: @@ -55256,9 +58446,9 @@ https://devdriven.by/promotion: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual ? https://developer.amazon.com/public/community/post/TxDJWS16KUPVKO/New-Alexa-Skills-Kit-Template-Build-a-Trivia-Skill-in-under-an-Hour -: content_hash: 8e96448440f09a39d19274a0c88b5b9771e2360b300ab51c9191d4d47e0f4582 +: addition_method: manual + content_hash: 8e96448440f09a39d19274a0c88b5b9771e2360b300ab51c9191d4d47e0f4582 description: '' health_score: 100.0 last_checked: 1779029552.899537 @@ -55267,8 +58457,8 @@ https://devdriven.by/promotion: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://developer.android.com: + addition_method: manual content_hash: 1ad84189a6249db589a0614c6d18572051285740e958c8af51b15381e3e4e038 description: '' health_score: 100.0 @@ -55284,8 +58474,41 @@ https://developer.android.com: v2_locations: - developerportals.md year: N/A - addition_method: manual +https://developer.android.com/develop/xr/catalyst: + addition_method: automatic + ai_summary: The landing page for Google's Android XR Developer Catalyst Program, + which empowers developers to build spatial computing and immersive experiences + for wired XR glasses (such as XREAL's Project Aura) and smart eyewear. The program + provides hardware development kits, grant funding, and technical resources to + accelerate app development for the Android XR ecosystem. + category: edge-computing + complexity: Intermediate + content_hash: cb413337b458bf64245f6e4aadfcf85b63fece9dec98360e4b525495e6849f4a + description: Build the next generation of extended reality experiences for Android + XR. + hierarchy: + - Edge Computing + - Extended Reality (XR) + - Android XR Platform + is_microservice: false + language: en + last_checked: 1780352292.588464 + reputation_status: Vetted + reputation_summary: Official Google Android program launched in May 2026 to foster + spatial and extended reality applications, highly relevant to edge-computing architectures. + resource_type: tools + social_preview_url: https://developer.android.com/static/images/social/android-developers.png + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: spatial-computing + tags: + - EMERGING + - GUIDE + title: Android XR Developer Catalyst Program + year: '2026' https://developer.apple.com: + addition_method: manual content_hash: 7a6f3bd645577ad8b0d89e42b0fa2ebbfba08f14bbe7f06e6e61f1cdad0e9811 description: '' health_score: 100.0 @@ -55301,8 +58524,42 @@ https://developer.apple.com: v2_locations: - developerportals.md year: N/A - addition_method: manual +https://developer.chrome.com/blog/chrome-at-io26: + addition_method: automatic + ai_summary: At Google I/O 2026, Chrome introduced WebMCP, a proposed open web standard + allowing developers to expose structured functions and forms directly to browser-based + AI agents. Additional advancements include dedicated DevTools integration for + debugging agent behaviors, browser-native Gemini-powered proactive assistants, + Soft Navigations API for Core Web Vitals in SPAs, and HTML-in-Canvas APIs that + render actual DOM components within WebGL and WebGPU scenes. + category: hr + complexity: Advanced + content_hash: 4593f2cb308b38af18d92db915459d9912f92d190020a7b5034c3c7290027b98 + description: Google unveils 15 updates to Chrome, including WebMCP and integrated + AI agent execution capabilities. + hierarchy: + - Frontend + - Browsers + - Chrome DevTools + is_microservice: false + language: en + last_checked: 1780352720.351729 + reputation_status: Vetted + reputation_summary: Official developer release from Google Chrome engineering. + resource_type: article + social_preview_url: https://developer.chrome.com/static/blog/chrome-at-io26/image/hero.png + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + - EMERGING + title: '15 updates from Google I/O 2026: Powering the agentic web with new capabilities, + tools, and features in Chrome' + year: '2026' https://developer.chrome.com/docs/devtools: + addition_method: manual content_hash: 43cd9acae065fec262d637f19fe1be4442b71aaaf49713dc02692117377237c9 health_score: 100.0 last_checked: 1779130494.951492 @@ -55314,8 +58571,46 @@ https://developer.chrome.com/docs/devtools: - docs/ChromeDevTools.md v2_locations: - ChromeDevTools.md - addition_method: manual +https://developer.chrome.com/docs/modern-web-guidance: + addition_method: automatic + ai_summary: An expert-vetted suite of skills designed to inject real-time web platform + capabilities, accessibility compliance, performance optimizations, and security + best practices into AI coding agents. By leveraging up-to-date specs like native + popovers, view transitions, and INP metrics, it prevents LLMs from generating + legacy or hallucinated web implementations. Installable via CLI or as direct plugins, + it ensures agentic workflows produce modern, correct-by-default web code. + category: hr + complexity: Advanced + content_hash: e45eed0ec4e0c3acce9478bb16d2a4ef6bbfec55d2b7e3025ce8d0ad2079190a + description: Modern Web Guidance is a set of skills that embed web platform expertise, + best practices, and browser compatibility data directly into your coding agents. + It helps steer coding agents toward solutions that harness the power of the modern + web. + hierarchy: + - Artificial Intelligence + - AI Agents + - Coding Assistants + - Web Standards + is_microservice: false + language: English + last_checked: 1780352282.814449 + reputation_status: Vetted + reputation_summary: Extremely well-received by the web and AI communities, recognized + as a crucial tool for aligning modern AI coding assistants with current web standard + specifications rather than outdated legacy patterns. + resource_type: document + social_preview_url: '' + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: ai-agents-mcp + tags: + - '[DE FACTO STANDARD]' + - '[EMERGING]' + title: 'Modern Web Guidance: Teaching AI Agents to Stop Coding Like It is 2019' + year: '2026' https://developer.confluent.io: + addition_method: manual ai_summary: 'Curator Insight: Confluent''s central education portal containing exhaustive learning paths for Apache Kafka. Live Grounding: Houses premium-grade technical videos, tutorials, sample applications, and comprehensive courses covering stream @@ -55344,8 +58639,8 @@ https://developer.confluent.io: v2_locations: - message-queue.md year: N/A - addition_method: manual https://developer.confluent.io/confluent-tutorials/count-messages/ksql: + addition_method: manual ai_summary: A precise development recipe outlining how to count incoming records inside Apache Kafka topics using ksqlDB. Details the construction of stateful materialized views for monitoring live volumes. @@ -55367,16 +58662,16 @@ https://developer.confluent.io/confluent-tutorials/count-messages/ksql: v2_locations: - message-queue.md year: '2021' - addition_method: manual https://developer.confluent.io/confluent-tutorials/joining-stream-table/kstreams: + addition_method: manual content_hash: 75cd977e60dc982f4cf24f5a12c03d837ca7ae5b39376c7391e06777b36e2bcc health_score: 100.0 last_checked: 1779130495.010697 needs_ai_refresh: true v1_locations: - docs/message-queue.md - addition_method: manual https://developer.confluent.io/tutorials: + addition_method: manual ai_summary: The premier tutorial index hosted by Confluent. Provides a rich set of runnable recipes demonstrating microservice streaming actions, temporal joins, window operations, and message transformations using ksqlDB and Kafka Streams. @@ -55402,8 +58697,8 @@ https://developer.confluent.io/tutorials: v2_locations: - message-queue.md year: '2021' - addition_method: manual https://developer.confluent.io/what-is-apache-kafka: + addition_method: manual ai_summary: A foundational, highly descriptive reference for Kafka basics. Explains structural layouts of partitions, records, offsets, log retention, and replication, ensuring developers master core broker fundamentals. @@ -55424,8 +58719,8 @@ https://developer.confluent.io/what-is-apache-kafka: v2_locations: - message-queue.md year: '2021' - addition_method: manual https://developer.cyberark.com/blog/istio-oidc-authentication: + addition_method: manual content_hash: 8fbbb1105fe03bb08d0b6285a7f3c1b3c643e8c9f88ff9e21d8370db41004468 health_score: 100.0 last_checked: 1779130494.936939 @@ -55438,8 +58733,8 @@ https://developer.cyberark.com/blog/istio-oidc-authentication: v2_locations: - demos.md - istio.md - addition_method: manual https://developer.db.com: + addition_method: manual content_hash: 29ca68ca3cac3f0b61167413d6f45a4e326c3c36f744d230aa64e950f8148125 description: '' health_score: 100.0 @@ -55455,8 +58750,8 @@ https://developer.db.com: v2_locations: - developerportals.md year: N/A - addition_method: manual https://developer.hashicorp.com: + addition_method: manual content_hash: b8e2e5812423e219d972fd49a2f1cf9cfb4e7f2c0c3729b423822091170e324c description: '' health_score: 100.0 @@ -55473,8 +58768,8 @@ https://developer.hashicorp.com: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://developer.hashicorp.com/consul: + addition_method: manual content_hash: 2360ee2fc627a6783cc14416b77341be9d1ce0e37d2c817b2ac85958642fc11f health_score: 100.0 last_checked: 1779130494.954576 @@ -55486,8 +58781,8 @@ https://developer.hashicorp.com/consul: - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://developer.hashicorp.com/consul/docs/connect: + addition_method: manual content_hash: fbaa5d15cade4648505dfed0d873b40f020f4124f9e38b649f04b08a439d1516 health_score: 100.0 last_checked: 1779130494.979149 @@ -55499,8 +58794,8 @@ https://developer.hashicorp.com/consul/docs/connect: - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://developer.hashicorp.com/consul/docs/north-south/ingress-gateway/k8s: + addition_method: manual content_hash: 2459b943b3947492ef22721ea5a2cad86b924af44bb9f15b062709f536fdd9b6 health_score: 100.0 last_checked: 1779130494.946763 @@ -55512,8 +58807,8 @@ https://developer.hashicorp.com/consul/docs/north-south/ingress-gateway/k8s: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://developer.hashicorp.com/consul/tutorials/archive/kubernetes-consul-design-patterns: + addition_method: manual content_hash: 639898447828c16fa72194fbd4bacc005bce1c12499a532c1068f02305ae9dc6 health_score: 100.0 last_checked: 1779130495.001872 @@ -55525,8 +58820,8 @@ https://developer.hashicorp.com/consul/tutorials/archive/kubernetes-consul-desig - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://developer.hashicorp.com/consul/tutorials/get-started-kubernetes/kubernetes-gs-deploy?in=consul%2Fkubernetes: + addition_method: manual content_hash: 7f03ec1672394305066ce77cc847c577cee833b87e146a8a12963a77d775b38b health_score: 100.0 last_checked: 1779130495.013317 @@ -55538,8 +58833,8 @@ https://developer.hashicorp.com/consul/tutorials/get-started-kubernetes/kubernet - docs/demos.md v2_locations: - demos.md - addition_method: manual https://developer.hashicorp.com/nomad: + addition_method: manual ai_summary: HashiCorp's lightweight, flexible enterprise-grade scheduler designed to deploy containerized, non-containerized, and legacy applications. It scales smoothly from local machines to global multi-cloud topologies, drastically reducing @@ -55562,8 +58857,8 @@ https://developer.hashicorp.com/nomad: v2_locations: - kubernetes-alternatives.md year: '2026' - addition_method: manual https://developer.hashicorp.com/nomad/docs/k8s-nomad: + addition_method: manual ai_summary: Deep architectural documentation comparing scheduling logic, API designs, and cluster management methods in both Nomad and Kubernetes environments. complexity: Intermediate @@ -55583,8 +58878,8 @@ https://developer.hashicorp.com/nomad/docs/k8s-nomad: v2_locations: - kubernetes-alternatives.md year: '2025' - addition_method: manual https://developer.hashicorp.com/packer: + addition_method: manual content_hash: d58aaccd5044cc01a037e82c905de970c4d27762301f9df736169602a744629c health_score: 100.0 last_checked: 1779130495.01362 @@ -55596,8 +58891,8 @@ https://developer.hashicorp.com/packer: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/packer/docs: + addition_method: manual content_hash: 0f32ee4174b65b7975ea04814b9ba7111542039abf0453d69996f967ef29909b health_score: 100.0 last_checked: 1779130494.933073 @@ -55609,8 +58904,8 @@ https://developer.hashicorp.com/packer/docs: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/packer/tutorials/aws-get-started/aws-get-started-build-image: + addition_method: manual content_hash: 023ad544787716fd49a4ba84732df51fab9b3d16cb566a5313051e257a084bb7 health_score: 100.0 last_checked: 1779130495.024996 @@ -55622,8 +58917,8 @@ https://developer.hashicorp.com/packer/tutorials/aws-get-started/aws-get-started - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform: + addition_method: manual content_hash: 5a2a968fd9bb00788b389bab7e71378235d9c0cd402ebac33f54f4604c351251 health_score: 100.0 last_checked: 1779130494.984295 @@ -55635,8 +58930,8 @@ https://developer.hashicorp.com/terraform: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/cli/commands: + addition_method: manual content_hash: fb673c8fcd64b87793075f05dd2570a0e48fbe65dded108158f3391c8cfc666f health_score: 100.0 last_checked: 1779130494.978749 @@ -55648,16 +58943,16 @@ https://developer.hashicorp.com/terraform/cli/commands: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://developer.hashicorp.com/terraform/cli/commands/graph: + addition_method: manual content_hash: 0d35b6369aeb2bdbba4eaa9b57de21fe135ac4da5c30265b821c4dc544c81451 health_score: 100.0 last_checked: 1779130494.975163 needs_ai_refresh: true v1_locations: - docs/terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/cloud-docs/recommended-practices/part3: + addition_method: manual content_hash: 8b750cb3c96e94f908899c873939978a4c6499baddaa5fbdbf44026bd8cf9337 description: '' health_score: 100.0 @@ -55673,8 +58968,8 @@ https://developer.hashicorp.com/terraform/cloud-docs/recommended-practices/part3 v2_locations: - terraform.md year: N/A - addition_method: manual https://developer.hashicorp.com/terraform/language/modules/develop/refactoring: + addition_method: manual content_hash: 8d26303a9f27001e2a2df718281d778f14278fb540f54add42cfb2fad9cecc23 health_score: 100.0 last_checked: 1779130494.994046 @@ -55686,8 +58981,8 @@ https://developer.hashicorp.com/terraform/language/modules/develop/refactoring: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/language/provisioners: + addition_method: manual content_hash: e05b17c2a4cabef9fab26afa4538ff318595743d7eea70011a3fad0dc60a1762 health_score: 100.0 last_checked: 1779130495.022285 @@ -55699,8 +58994,8 @@ https://developer.hashicorp.com/terraform/language/provisioners: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/plugin/sdkv2: + addition_method: manual content_hash: 4eb9178cdcce264d5cda61eb2b792e6e159b165cd8463bed723d7bc64b9a1bb2 health_score: 100.0 last_checked: 1779130495.025748 @@ -55712,8 +59007,8 @@ https://developer.hashicorp.com/terraform/plugin/sdkv2: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/tutorials/automation/github-actions: + addition_method: manual content_hash: 145a3c32a1fa89ce6e3f10863acfb6934b49e58b18eeb3b6c67c959e8aa0291a health_score: 100.0 last_checked: 1779130494.929471 @@ -55725,8 +59020,8 @@ https://developer.hashicorp.com/terraform/tutorials/automation/github-actions: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/tutorials/aws-get-started/infrastructure-as-code: + addition_method: manual content_hash: 22566d8b4ed4ff299ba09e5a1bf267ba4d2023235fe42f458f517eccf287c52b health_score: 100.0 last_checked: 1779130494.931196 @@ -55738,8 +59033,8 @@ https://developer.hashicorp.com/terraform/tutorials/aws-get-started/infrastructu - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/tutorials/aws/aws-default-tags: + addition_method: manual content_hash: 0676e42facfa4d84f0f1b1a5cf34bd26f338bc3e0de2c675810d3388b8750550 health_score: 100.0 last_checked: 1779130495.012259 @@ -55751,8 +59046,8 @@ https://developer.hashicorp.com/terraform/tutorials/aws/aws-default-tags: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/tutorials/aws/lambda-api-gateway: + addition_method: manual content_hash: 1bde079edb0feea54bfc33b732bef2226b44332a381aa42ac1ad6d159f4c19e6 health_score: 100.0 last_checked: 1779130494.971123 @@ -55764,8 +59059,8 @@ https://developer.hashicorp.com/terraform/tutorials/aws/lambda-api-gateway: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/tutorials/cloud/cloud-agents: + addition_method: manual content_hash: c0be33ed515bcc7c0dbe17ca17dba5b593dcc16a87f42ca2c179d2fe5715ff6e health_score: 100.0 last_checked: 1779130494.950294 @@ -55777,8 +59072,8 @@ https://developer.hashicorp.com/terraform/tutorials/cloud/cloud-agents: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/tutorials/networking/multicloud-kubernetes: + addition_method: manual content_hash: 21281e2d9ac2e6324b2f20dc5e8a7205f176b9b347cd3aef8b05827b696a6db6 health_score: 100.0 last_checked: 1779130494.995472 @@ -55790,8 +59085,8 @@ https://developer.hashicorp.com/terraform/tutorials/networking/multicloud-kubern - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/terraform/tutorials/policy: + addition_method: manual content_hash: 95cc53e913c0715bf87ebb02d75fe23fca2cb7a4a75f18f33eeea58dffb6e4c6 health_score: 100.0 last_checked: 1779130494.99596 @@ -55803,8 +59098,44 @@ https://developer.hashicorp.com/terraform/tutorials/policy: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual +https://developer.hashicorp.com/terraform/tutorials/state/resource-drift: + addition_method: automatic + ai_summary: This official HashiCorp tutorial provides a comprehensive guide to identifying, + analyzing, and resolving infrastructure drift within Terraform environments. It + demonstrates how to detect discrepancies between physical cloud assets and their + corresponding Terraform state files caused by out-of-band manual changes or third-party + automated updates. Practitioners learn to employ health assessments, configure + alerts, and utilize the import workflow or reconcile changes to safely align resources + without causing application downtime. + category: terraform + complexity: Intermediate + content_hash: 2e1eacf953fac039ba4e8de84e4b740c9400ffc562a7d07b47a0dd92aa057803 + description: Detect and resolve differences between real infrastructure and Terraform + state. + hierarchy: + - Infrastructure as Code + - Terraform + - State Management and Drift Detection + is_microservice: false + language: English + last_checked: 1780352003.689815 + reputation_status: Vetted + reputation_summary: An authoritative HashiCorp training resource that represents + the standard curriculum for infrastructure configuration maintenance and state + management. + resource_type: Tutorial + social_preview_url: https://developer.hashicorp.com/og-image/terraform.jpg + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[ENTERPRISE-STABLE]' + title: Manage Resource Drift in Terraform + year: '2024' https://developer.hashicorp.com/vault: + addition_method: manual ai_summary: The unified documentation portal for HashiCorp Vault. Serves as the authoritative source for deployment guides, architectural blueprints, and dynamic secrets configuration. @@ -55825,8 +59156,8 @@ https://developer.hashicorp.com/vault: v2_locations: - devsecops.md year: '2026' - addition_method: manual https://developer.hashicorp.com/vault/tutorials/kubernetes-introduction/kubernetes-external-vault: + addition_method: manual ai_summary: Step-by-step tutorial on integrating Kubernetes secrets management with an external HashiCorp Vault instance. Curator insight shows how to securely inject secrets using the Vault Agent injector sidecar. Live grounding confirms that externalized @@ -55851,8 +59182,8 @@ https://developer.hashicorp.com/vault/tutorials/kubernetes-introduction/kubernet v2_locations: - kubernetes-security.md year: '2023' - addition_method: manual https://developer.hashicorp.com/vault/tutorials/operations/codify-mgmt-enterprise: + addition_method: manual content_hash: 7c0bf6f34c84ac8e91fb799fbba4749c286261a2b9c006e6aee6fdea3b7733ea health_score: 100.0 last_checked: 1779130494.939624 @@ -55864,8 +59195,8 @@ https://developer.hashicorp.com/vault/tutorials/operations/codify-mgmt-enterpris - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://developer.hashicorp.com/waypoint: + addition_method: manual content_hash: aa3d46e28464c8c33af689f0b72c02b24f1ce8e56844f4f206e89e960eb0511e health_score: 100.0 last_checked: 1779130494.949195 @@ -55879,8 +59210,8 @@ https://developer.hashicorp.com/waypoint: v2_locations: - gitops.md - jenkins-alternatives.md - addition_method: manual https://developer.ibm.com/apiconnect: + addition_method: manual content_hash: f16bb806f2e06f47cd4db89ca013916a2550979ec77d065a6711cc9af657c2fd description: '' health_score: 100.0 @@ -55892,8 +59223,8 @@ https://developer.ibm.com/apiconnect: - docs/developerportals.md - docs/ibm_cloud.md year: N/A - addition_method: manual https://developer.ibm.com/articles/secure-microservices-by-monitoring-behavior: + addition_method: manual content_hash: 3ad8273a470b61347050bd4ef76261404ba1e507987d4f190058375a466a8613 description: '' health_score: 100.0 @@ -55904,8 +59235,8 @@ https://developer.ibm.com/articles/secure-microservices-by-monitoring-behavior: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://developer.ibm.com/blogs/gitops-best-practices-for-the-real-world: + addition_method: manual content_hash: 71dca4e440e2ba95043afa20eebc792ac852e819e888c7f6a1b7c19766875082 description: '' health_score: 100.0 @@ -55921,8 +59252,8 @@ https://developer.ibm.com/blogs/gitops-best-practices-for-the-real-world: v2_locations: - gitops.md year: N/A - addition_method: manual https://developer.ibm.com/javasdk: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -55936,8 +59267,8 @@ https://developer.ibm.com/javasdk: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developer.ibm.com/technologies/containers: + addition_method: manual ai_summary: An IBM research guide focused on safeguarding containerized microservices by modeling normal system and network boundaries. Explains how to actively flag process behavior drift to block runtime container escapes. @@ -55959,8 +59290,8 @@ https://developer.ibm.com/technologies/containers: v2_locations: - devsecops.md year: '2020' - addition_method: manual https://developer.ibm.com/tutorials/examples-differentiate-openshift-kubernetes: + addition_method: manual content_hash: dccb572c57fe34782ac76a592833ccab472de6ef6c372caecc50999c5fb04e7a description: '' health_score: 100.0 @@ -55976,8 +59307,8 @@ https://developer.ibm.com/tutorials/examples-differentiate-openshift-kubernetes: v2_locations: - demos.md year: N/A - addition_method: manual https://developer.ibm.com/wasdev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -55991,8 +59322,8 @@ https://developer.ibm.com/wasdev: v2_locations: - ibm_cloud.md year: N/A - addition_method: manual https://developer.ibm.com/wasdev/downloads: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56006,15 +59337,15 @@ https://developer.ibm.com/wasdev/downloads: v2_locations: - ibm_cloud.md year: N/A - addition_method: manual https://developer.ibm.com/wasdev/downloads/liberty-profile-using-non-eclipse-environments: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030720.932766 v1_locations: - docs/ibm_cloud.md - addition_method: manual https://developer.ibm.com/wasdev/websphere-liberty: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56032,8 +59363,8 @@ https://developer.ibm.com/wasdev/websphere-liberty: - java_app_servers.md - java_frameworks.md year: N/A - addition_method: manual https://developer.ing.com: + addition_method: manual content_hash: f8d659f2459e6a3a6316ff324e2eb986b1fa02156ad05b5a4b785bc494f21e3c description: '' health_score: 100.0 @@ -56044,8 +59375,8 @@ https://developer.ing.com: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://developer.ing.com/api-marketplace/marketplace: + addition_method: manual content_hash: d591b8fd7543487475cca8026999135b26f3b0ee73dd28c72819be35c22fd0b8 description: '' health_score: 100.0 @@ -56055,8 +59386,8 @@ https://developer.ing.com/api-marketplace/marketplace: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://developer.ing.com/openbanking: + addition_method: manual content_hash: 1dbba63d9c4f86640b2a283890419437a85b7192209ad4b0e08e529bd3d505c0 health_score: 100.0 last_checked: 1779130494.995727 @@ -56067,15 +59398,15 @@ https://developer.ing.com/openbanking: - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://developer.ing.com/openbanking/api-marketplace/marketplace: + addition_method: manual content_hash: 1dbba63d9c4f86640b2a283890419437a85b7192209ad4b0e08e529bd3d505c0 health_score: 100.0 last_checked: 1779130494.961149 v1_locations: - docs/developerportals.md - addition_method: manual https://developer.mobileconnect.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56089,8 +59420,8 @@ https://developer.mobileconnect.io: v2_locations: - developerportals.md year: N/A - addition_method: manual https://developer.mongodb.com/quickstart/cheat-sheet: + addition_method: manual content_hash: da2782e23f8c104a3faa2f037001d4b8e6d522bb96382b92923b9f51c9597870 description: '' health_score: 100.0 @@ -56101,8 +59432,8 @@ https://developer.mongodb.com/quickstart/cheat-sheet: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://developer.mozilla.org/en-US/docs/Tools/Tools_Toolbox: + addition_method: manual content_hash: 4717162243bf6194fdf69a29ac1eff36f7379f8a2a70c3af33ddd108915427eb description: '' health_score: 100.0 @@ -56112,8 +59443,8 @@ https://developer.mozilla.org/en-US/docs/Tools/Tools_Toolbox: v1_locations: - docs/ChromeDevTools.md year: N/A - addition_method: manual https://developer.okta.com/blog/2020/03/23/microservice-security-patterns: + addition_method: manual ai_summary: Outlines core secure design patterns for microservices, focusing on Mutual TLS (mTLS), API Gateway pattern, Edge-to-service security (OAuth2/JWT tokens), and internal token translation mechanisms. Essential reading for system architects. @@ -56141,8 +59472,8 @@ https://developer.okta.com/blog/2020/03/23/microservice-security-patterns: v2_locations: - devsecops.md year: N/A - addition_method: manual https://developer.okta.com/blog/2020/05/04/spring-vault: + addition_method: manual content_hash: d1ce7ea0f8e4e84b5211fa80b31f5370a3ed10ecf48491fe3b7a54dd859a3caf description: '' health_score: 100.0 @@ -56153,8 +59484,8 @@ https://developer.okta.com/blog/2020/05/04/spring-vault: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://developer.okta.com/blog/2020/12/07/spring-cloud-config: + addition_method: manual content_hash: 97a0d32ef1f215ec88948769b278d2528bd0e6b2cc4740607b61736fa751ff2d description: '' health_score: 100.0 @@ -56170,8 +59501,8 @@ https://developer.okta.com/blog/2020/12/07/spring-cloud-config: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developer.okta.com/blog/2021/02/05/okta-ansible: + addition_method: manual content_hash: 73b2f84e9ac4d51b96db585e4047138a06e4a76a77deadf2bae18d07a45bb1bc description: '' health_score: 100.0 @@ -56187,8 +59518,8 @@ https://developer.okta.com/blog/2021/02/05/okta-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://developer.okta.com/blog/2021/04/23/elasticsearch-go-developers-guide: + addition_method: manual ai_summary: A developer's guide demonstrating how to connect, index, and query Elasticsearch instances natively using the official Go client driver. Illustrates clean integration patterns for backend microservices. @@ -56216,8 +59547,8 @@ https://developer.okta.com/blog/2021/04/23/elasticsearch-go-developers-guide: v2_locations: - golang.md year: N/A - addition_method: manual https://developer.okta.com/blog/2021/07/08/jenkins-ci-dotnet-update-secrets: + addition_method: manual content_hash: d0c4b59f20e97b190bae43f985cdef3e1c427a2e4746b2e9a5823d98c0f0d69a description: '' health_score: 100.0 @@ -56233,8 +59564,8 @@ https://developer.okta.com/blog/2021/07/08/jenkins-ci-dotnet-update-secrets: v2_locations: - jenkins.md year: N/A - addition_method: manual https://developer.okta.com/blog/2022/01/06/native-java-helidon: + addition_method: manual content_hash: 1e78f7be976fa563b6ed7da5336fbd67fb610a8340e00a006fb40f90ed9c94b2 description: '' health_score: 100.0 @@ -56250,8 +59581,8 @@ https://developer.okta.com/blog/2022/01/06/native-java-helidon: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developer.okta.com/blog/2022/10/20/spring-vault: + addition_method: manual content_hash: 961d249e568d28a9c66acc51e1c1fc252d360cd34f22ec05bd14ca2c9457874b health_score: 100.0 last_checked: 1779130494.996338 @@ -56262,8 +59593,8 @@ https://developer.okta.com/blog/2022/10/20/spring-vault: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://developer.rabobank.nl: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56277,8 +59608,8 @@ https://developer.rabobank.nl: v2_locations: - developerportals.md year: N/A - addition_method: manual https://developer.rabobank.nl/api-marketplace: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56288,8 +59619,8 @@ https://developer.rabobank.nl/api-marketplace: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://developer.squareup.com/blog/kubernetes-pod-security-policies: + addition_method: manual ai_summary: 'Curator Insight: Historical engineering post detailing Square''s journey implementing early-generation PSP blocks. Live Grounding: Excellent case study for understanding design challenges but completely obsolete.' @@ -56317,8 +59648,8 @@ https://developer.squareup.com/blog/kubernetes-pod-security-policies: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://developerblog.redhat.com/tag/varnish: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56332,8 +59663,8 @@ https://developerblog.redhat.com/tag/varnish: v2_locations: - caching.md year: N/A - addition_method: manual https://developerhub.santander.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56347,8 +59678,8 @@ https://developerhub.santander.com: v2_locations: - developerportals.md year: N/A - addition_method: manual https://developers.google.com/machine-learning/crash-course?hl=es-419: + addition_method: manual ai_summary: Google's formal, highly optimized machine learning crash course. Grounding indicates it offers a highly technical path for systems engineers wishing to deploy AI models in container environments. [SPANISH CONTENT] @@ -56380,8 +59711,8 @@ https://developers.google.com/machine-learning/crash-course?hl=es-419: - introduction.md - elearning.md year: N/A - addition_method: manual https://developers.google.com/machine-learning/glossary: + addition_method: manual content_hash: 1889ca81d1fcd0bc8194c1f377e15a15c23e859f139bf580644788038a8b4cd2 description: '' health_score: 100.0 @@ -56397,8 +59728,136 @@ https://developers.google.com/machine-learning/glossary: v2_locations: - cheatsheets.md year: N/A - addition_method: manual +https://developers.google.com/profile/u/me/dashboard: + addition_method: automatic + ai_summary: An enterprise portal centralizing developer badges, certification pathways, + and continuous education tracks for Google architectures. Allows developers to + monitor personalized progress in platform-specific labs (e.g., Google Cloud, Angular, + Flutter) and maintain continuous credentials. Serves as a standard, secured learning + pathway management interface across global engineering pipelines. + category: developerportals + complexity: beginner + content_hash: b5d52b23d9eaf5a66ae4c1d5e5173b3bece18d9a0c4c627d2aaf041d768162e1 + description: Personalized dashboard for tracking developer pathways, badging, and + event registration across the Google ecosystem. + hierarchy: + - Developer Portals + - Google Developers + - Profile Dashboard + is_microservice: false + language: en + last_checked: 1780352037.401625 + reputation_status: Vetted + reputation_summary: Standard secure entrance to personal development analytics on + Google Developers. + resource_type: documentation + social_preview_url: https://www.gstatic.com/devrel-devsite/prod/v6ae673272608590539f8a06b3f3271c0f5688cde07499d1c9e644aeb66c8c060/images/developer-profile-share.svg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Google Developers Profile Dashboard + year: '2026' +https://developers.google.com/solutions/catalog: + addition_method: automatic + ai_summary: A foundational, multi-disciplinary catalog containing official reference + architectures and IaC modules. It guides cloud engineers in implementing secure, + reliable, and compliant infrastructure blueprints, scaling across databases, application + hosting, security networks, and hybrid deployments. + category: uncategorized + complexity: advanced + content_hash: 9675d01968cc339c0bafe863fdcb924a9993fc215f763e90291270d84a9cde4c + description: The central directory of Google-designed implementation blueprints, + code templates, and reference architectures across multiple developer paths. + hierarchy: + - Cloud Architecture + - Google Cloud Platform + - Reference Blueprints + - Solutions Catalog + is_microservice: false + language: en + last_checked: 1780352013.434815 + reputation_status: Vetted + reputation_summary: The official hub of proven enterprise-grade patterns and deployment + scripts. Highly respected across cloud architects. + resource_type: documentation + social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: Google for Developers Solutions Catalog + year: '2026' +https://developers.google.com/solutions/catalog?category=aiandmachinelearning: + addition_method: automatic + ai_summary: An official architectural reference library documenting production patterns + for enterprise AI applications. Includes deployment guides for model fine-tuning, + retrieval-augmented generation (RAG), vector database optimization, and end-to-end + MLOps pipeline structures on Google Cloud Platform. + category: ai-agents-mcp + complexity: advanced + content_hash: d65660ff745ada673232e2abfa626a32461fb116d8b6bf563dbc8085454e1e57 + description: A catalog of ready-to-deploy architectural patterns, sample implementations, + and design guides for machine learning workloads. + hierarchy: + - Cloud Infrastructure + - AI and Machine Learning + - Design Patterns + - Solutions Catalog + is_microservice: false + language: en + last_checked: 1780352013.434762 + reputation_status: Vetted + reputation_summary: Google's authoritative blueprint catalog for AI, highly trusted + by enterprise cloud architects seeking repeatable reference code. + resource_type: documentation + social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: Google for Developers Solutions Catalog - AI and Machine Learning + year: '2026' +https://developers.google.com/solutions/catalog?language=python: + addition_method: automatic + ai_summary: A curated index of production-ready Python blueprints for system automation + and software engineering on Google platforms. Features structured configurations, + pipeline architectures, and library standards optimized for performance, security, + and cloud scalability. + category: python + complexity: intermediate + content_hash: 579c78c9cbf996783c52c5f4ff07d01246fb3a317cdde129fa9ab47033bf80e1 + description: Curated reference solutions and automated deployment configurations + utilizing Python across Google Cloud and APIs. + hierarchy: + - Software Development + - Python + - Reference Architectures + - Solutions Catalog + is_microservice: false + language: en + last_checked: 1780352013.434794 + reputation_status: Vetted + reputation_summary: A curated selection of Python code templates and integration + patterns supported directly by Google Developer relations. + resource_type: documentation + social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: Google for Developers Solutions Catalog - Python Solutions + year: '2026' https://developers.googleblog.com/2015/02/introducing-grpc-new-open-source-http2.html: + addition_method: manual content_hash: bcc1ed479a6194711afb162a9c0881af63c0981252a324b7d774e66cf95ade77 description: '' health_score: 100.0 @@ -56414,8 +59873,120 @@ https://developers.googleblog.com/2015/02/introducing-grpc-new-open-source-http2 v2_locations: - api.md year: N/A - addition_method: manual +https://developers.googleblog.com/build-long-running-ai-agents-that-pause-resume-and-never-lose-context-with-adk: + addition_method: automatic + ai_summary: 'This technical deep-dive introduces the architectural patterns required + to transition from stateless chatbots to production-grade, long-running AI agents + using Google''s Agent Development Kit (ADK). Key architectural concepts covered + include: + + * **Durable State Machines**: Managing multi-step asynchronous processes over + extended cycles. + + * **Persistent Session Storage**: Retaining complete execution state across service + recycles and idle timeouts. + + * **Event-Driven Webhooks**: Enabling agents to wake on external events and seamlessly + delegate sub-tasks within enterprise environments.' + category: ai-agents-mcp + complexity: Advanced + content_hash: 3bd93adc62ee24fa759a5270d0df9c9c79d2c34641c37375cd0d6b295f96cab4 + description: Learn how to build production-grade, stateful AI agents using Google's + Agent Development Kit (ADK) to handle multi-day enterprise workflows. + hierarchy: + - AI + - AI Agents + - State Orchestration + - Agent Development Kit (ADK) + is_microservice: false + language: en + last_checked: 1780352849.031614 + reputation_status: Vetted + reputation_summary: Well-received architectural guide providing concrete patterns + for persistent state management in enterprise-grade agent workflows. + resource_type: Guide + social_preview_url: '' + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: ai-agents-mcp + tags: + - '[GUIDE]' + - '[ENTERPRISE-STABLE]' + title: Build Long-running AI agents that pause, resume, and never lose context with + ADK + year: '2026' +? https://developers.googleblog.com/one-year-of-innovation-celebrating-100k-members-in-the-google-cloud-x-nvidia-developer-community +: addition_method: automatic + ai_summary: Celebrates the one-year anniversary and 100k-member milestone of the + joint Google Cloud and NVIDIA developer community. This resource aggregates curated + learning paths, engineering webinars, and architectural blueprints for deploying + production-ready agentic AI and optimizing large language models (LLMs) on NVIDIA-accelerated + GCP infrastructure. + category: uncategorized + complexity: Beginner + content_hash: 5f4fcfe9b69ee8f138479391ef0a23e3ea1987cb95cfc34856ea8c6bde0e667d + description: Celebrating one year of the Google Cloud and NVIDIA developer community, + now 100,000 members strong. + hierarchy: + - Public Cloud Solutions + - Google Cloud Platform + - AI Infrastructure + is_microservice: false + language: en + last_checked: 1780352292.588396 + reputation_status: Vetted + reputation_summary: Well-received enterprise community initiative supporting multi-node + GPU clustering and LLM fine-tuning patterns on Google Cloud. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + title: 'One Year of Innovation: Celebrating 100k Members in the Google Cloud x NVIDIA + Developer Community' + year: '2026' +https://developers.openai.com/codex/app/computer-use: + addition_method: automatic + ai_summary: The OpenAI Codex computer use capability allows the AI agent to interact + directly with macOS and Windows graphical user interfaces by interpreting screen + pixels and accessibility APIs. It enables hands-free execution of complex desktop + workflows such as media editing, settings configurations, and browser automation + without requiring application-specific APIs. Security is maintained through robust, + user-configurable app-by-app permissions and explicit prompt validation hooks. + category: ai-agents-mcp + complexity: advanced + content_hash: ed79031a20a27dfd4a2a87775cff9338bffcb8d2b942d307043c06414d4811d1 + description: With computer use, Codex can see and operate graphical user interfaces + on macOS or Windows. + hierarchy: + - Artificial Intelligence + - AI Agents + - Computer Use + - GUI Automation + is_microservice: false + language: en + last_checked: 1780352454.11968 + reputation_status: Vetted + reputation_summary: Highly anticipated and well-received official feature enabling + OpenAI Codex to interact with local systems via screen capture and accessibility + API controls on macOS and Windows. + resource_type: documentation + social_preview_url: https://developers.openai.com/og/codex/app/computer-use.png + source_provenance: X.com (OpenAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[EMERGING]' + title: Computer Use - Codex App | OpenAI Developers + year: '2026' https://developers.redhat.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56431,8 +60002,8 @@ https://developers.redhat.com: - message-queue.md - openshift.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/05/17/integrating-systems-apache-camel-and-quarkus-red-hat-openshift: + addition_method: manual ai_summary: Practical walk-through highlighting the integration of legacy enterprise environments using Apache Camel Quarkus extensions (Camel K) on OpenShift. It demonstrates how Quarkus' sub-second startup times enable serverless, cloud-native @@ -56462,8 +60033,8 @@ https://developers.redhat.com/articles/2021/05/17/integrating-systems-apache-cam v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/05/19/micropipenv-installing-python-dependencies-containerized-applications: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56479,8 +60050,8 @@ https://developers.redhat.com/articles/2021/05/19/micropipenv-installing-python- v2_locations: - python.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/05/20/shenandoah-garbage-collection-openjdk-16-concurrent-reference-processing: + addition_method: manual ai_summary: Deep dive into OpenJDK 16's concurrent reference processing in the Shenandoah Garbage Collector. Discusses structural barrier enhancements that limit GC pauses to sub-milliseconds. @@ -56507,8 +60078,8 @@ https://developers.redhat.com/articles/2021/05/20/shenandoah-garbage-collection- v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program: + addition_method: manual ai_summary: Curator Insight guides through building custom RPM package scripts using a Go sample program. Live Grounding proves its continued relevance for enterprise environments requiring structured application deployment via YUM/DNF repositories. @@ -56537,9 +60108,9 @@ https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sam v2_locations: - linux.md year: N/A - addition_method: manual ? https://developers.redhat.com/articles/2021/05/24/build-lean-java-containers-new-red-hat-universal-base-images-openjdk-runtime -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030346.188237 @@ -56554,8 +60125,8 @@ https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sam v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4: + addition_method: manual ai_summary: Red Hat developer guide demonstrating automated Helm deployments through Jenkins on OpenShift 4. Covers pipeline definitions, credentials handling, and rollback automations. @@ -56587,8 +60158,8 @@ https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cic - demos.md - jenkins.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/05/25/red-hat-universal-base-image-and-docker-hub-why-should-developers-care: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56604,8 +60175,8 @@ https://developers.redhat.com/articles/2021/05/25/red-hat-universal-base-image-a v2_locations: - docker.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/06/14/application-modernization-patterns-apache-kafka-debezium-and-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56621,8 +60192,8 @@ https://developers.redhat.com/articles/2021/06/14/application-modernization-patt v2_locations: - introduction.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/06/18/perform-kaniko-build-red-hat-openshift-cluster-and-push-image-registry: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56638,9 +60209,9 @@ https://developers.redhat.com/articles/2021/06/18/perform-kaniko-build-red-hat-o v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://developers.redhat.com/articles/2021/06/25/making-java-programs-cloud-ready-part-1-incremental-approach-using-jakarta-ee -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033862.072859 @@ -56655,9 +60226,9 @@ https://developers.redhat.com/articles/2021/06/18/perform-kaniko-build-red-hat-o v2_locations: - java_frameworks.md year: N/A - addition_method: manual ? https://developers.redhat.com/articles/2021/06/28/making-java-programs-cloud-ready-part-2-upgrade-legacy-java-application-jakarta -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030583.172075 @@ -56672,8 +60243,8 @@ https://developers.redhat.com/articles/2021/06/18/perform-kaniko-build-red-hat-o v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/06/30/implementing-apache-activemq-style-broker-meshes-apache-artemis: + addition_method: manual ai_summary: Focuses on establishing distributed, multi-broker network configurations (broker meshes) using Apache Artemis. It highlights migration techniques from classic ActiveMQ network-of-brokers architectures. It explains target configuration @@ -56702,8 +60273,8 @@ https://developers.redhat.com/articles/2021/06/30/implementing-apache-activemq-s v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/01/how-expose-websocket-endpoint-using-red-hat-3scale-api-management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56719,8 +60290,8 @@ https://developers.redhat.com/articles/2021/07/01/how-expose-websocket-endpoint- v2_locations: - developerportals.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/01/resteasy-reactive-and-more-quarkus-20: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56735,8 +60306,8 @@ https://developers.redhat.com/articles/2021/07/01/resteasy-reactive-and-more-qua v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/07/getting-started-red-hat-openshift-streams-apache-kafka: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56751,8 +60322,8 @@ https://developers.redhat.com/articles/2021/07/07/getting-started-red-hat-opensh v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/07/managing-api-life-cycle-event-driven-architecture-practical-approach: + addition_method: manual ai_summary: 'Curator Insight: Best practices on governing async APIs and schema definitions inside microservice ecosystems. Live Grounding: Focuses on AsyncAPI specifications, Schema Registry integration, and decoupling publisher/consumer @@ -56780,8 +60351,8 @@ https://developers.redhat.com/articles/2021/07/07/managing-api-life-cycle-event- v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/08/troubleshooting-application-performance-red-hat-openshift-metrics-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56797,8 +60368,8 @@ https://developers.redhat.com/articles/2021/07/08/troubleshooting-application-pe v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/16/how-secure-apache-kafka-schemas-red-hat-integration-service-registry-20: + addition_method: manual ai_summary: 'Curator Insight: Security-focused guide for configuring and shielding the API schema registry. Live Grounding: Details RBAC integration, TLS communication, and schema evolution restrictions using Red Hat Integration Service Registry 2.0 @@ -56827,8 +60398,8 @@ https://developers.redhat.com/articles/2021/07/16/how-secure-apache-kafka-schema v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/20/deploy-nodejs-applications-red-hat-openshift-helm: + addition_method: manual ai_summary: Developer-centric walkthrough for wrapping Node.js applications into compliant Helm charts for OpenShift deployment, showing the end-to-end development-to-production lifecycle. @@ -56856,8 +60427,8 @@ https://developers.redhat.com/articles/2021/07/20/deploy-nodejs-applications-red v2_locations: - helm.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/21/bootstrap-gitops-red-hat-openshift-pipelines-and-kam-cli: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56873,8 +60444,8 @@ https://developers.redhat.com/articles/2021/07/21/bootstrap-gitops-red-hat-opens v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/23/jdk-flight-recorder-support-graalvm-native-image-journey-so-far: + addition_method: manual ai_summary: Reviews progress in compiling low-overhead JVM diagnostics natively inside GraalVM images. Analyzes memory footprint tracking constraints and compilation trade-offs. @@ -56901,8 +60472,8 @@ https://developers.redhat.com/articles/2021/07/23/jdk-flight-recorder-support-gr v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/26/modernizing-applications-apache-camel-javascript-and-red-hat-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56918,8 +60489,8 @@ https://developers.redhat.com/articles/2021/07/26/modernizing-applications-apach v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/29/troubleshooting-application-performance-red-hat-openshift-metrics-part-4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56935,16 +60506,16 @@ https://developers.redhat.com/articles/2021/07/29/troubleshooting-application-pe v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/07/30/customer-suggestions-improved-cicd-red-hat-openshift: + addition_method: manual last_checked: 1779388568.487668 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://developers.redhat.com/articles/2021/08/03/managing-gitops-control-planes-secure-gitops-practices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56960,8 +60531,8 @@ https://developers.redhat.com/articles/2021/08/03/managing-gitops-control-planes v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/08/04/managing-stateful-applications-kubernetes-operators-golang: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56977,8 +60548,8 @@ https://developers.redhat.com/articles/2021/08/04/managing-stateful-applications v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/08/04/opening-black-boxes-statement-tracing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -56988,9 +60559,9 @@ https://developers.redhat.com/articles/2021/08/04/opening-black-boxes-statement- v1_locations: - docs/qa.md year: N/A - addition_method: manual ? https://developers.redhat.com/articles/2021/08/11/how-maximize-data-storage-microservices-and-kubernetes-part-1-introduction -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032080.327059 @@ -57005,8 +60576,8 @@ https://developers.redhat.com/articles/2021/08/04/opening-black-boxes-statement- v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/08/11/simplify-load-balancing-api-gateways-using-red-hat-3scale-api-management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57022,8 +60593,8 @@ https://developers.redhat.com/articles/2021/08/11/simplify-load-balancing-api-ga v2_locations: - developerportals.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/08/12/build-and-deploy-microservices-kubernetes-and-dapr: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57039,8 +60610,8 @@ https://developers.redhat.com/articles/2021/08/12/build-and-deploy-microservices v2_locations: - serverless.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/08/20/composable-software-catalogs-kubernetes-easier-way-update-containerized: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57056,9 +60627,9 @@ https://developers.redhat.com/articles/2021/08/20/composable-software-catalogs-k v2_locations: - ocp4.md year: N/A - addition_method: manual ? https://developers.redhat.com/articles/2021/08/26/introduction-nodejs-reference-architecture-part-5-building-good-containers -: ai_summary: Red Hat's authoritative architectural guide on building robust, lean +: addition_method: manual + ai_summary: Red Hat's authoritative architectural guide on building robust, lean OCI containers for Node.js. Outlines parent image selections, non-root user setups, and proper process signal delegation (PID 1). complexity: Advanced @@ -57084,8 +60655,8 @@ https://developers.redhat.com/articles/2021/08/20/composable-software-catalogs-k v2_locations: - javascript.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/08/30/automate-red-hat-jboss-web-server-deployments-ansible: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57101,8 +60672,8 @@ https://developers.redhat.com/articles/2021/08/30/automate-red-hat-jboss-web-ser v2_locations: - ansible.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/08/31/why-should-i-choose-quarkus-over-spring-my-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57117,8 +60688,8 @@ https://developers.redhat.com/articles/2021/08/31/why-should-i-choose-quarkus-ov v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/09/01/outbox-pattern-apache-kafka-and-debezium: + addition_method: manual ai_summary: 'Curator Insight: Deep technical analysis of resolving dual-write problems using CDC and the Outbox Pattern. Live Grounding: Uses Debezium and Apache Kafka to stream database transaction events reliably, ensuring strict eventual consistency @@ -57146,8 +60717,8 @@ https://developers.redhat.com/articles/2021/09/01/outbox-pattern-apache-kafka-an v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/09/06/improving-cicd-red-hat-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57161,8 +60732,8 @@ https://developers.redhat.com/articles/2021/09/06/improving-cicd-red-hat-openshi v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/09/16/shenandoah-openjdk-17-sub-millisecond-gc-pauses: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57177,8 +60748,8 @@ https://developers.redhat.com/articles/2021/09/16/shenandoah-openjdk-17-sub-mill v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/09/20/quarkus-spring-developers-getting-started: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57193,8 +60764,8 @@ https://developers.redhat.com/articles/2021/09/20/quarkus-spring-developers-gett v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/09/21/distributed-transaction-patterns-microservices-compared: + addition_method: manual ai_summary: Analyzes and contrasts critical transactional strategies for microservice boundaries, including 2PC (Two-Phase Commit), Sagas, and Outbox patterns. It highlights how asynchronous message-passing mitigates the failure modes of distributed transactions. @@ -57224,8 +60795,8 @@ https://developers.redhat.com/articles/2021/09/21/distributed-transaction-patter v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/09/22/thoth-prescriptions-resolving-python-dependencies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57240,8 +60811,8 @@ https://developers.redhat.com/articles/2021/09/22/thoth-prescriptions-resolving- v2_locations: - python.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/09/27/four-reasons-developers-should-use-ansible: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57256,8 +60827,8 @@ https://developers.redhat.com/articles/2021/09/27/four-reasons-developers-should v2_locations: - ansible.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/09/28/set-modcluster-red-hat-jboss-web-server-ansible: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57273,8 +60844,8 @@ https://developers.redhat.com/articles/2021/09/28/set-modcluster-red-hat-jboss-w v2_locations: - ansible.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/10/01/new-application-samples-red-hat-openshift-48: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57289,16 +60860,16 @@ https://developers.redhat.com/articles/2021/10/01/new-application-samples-red-ha v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/10/04/get-started-openshift-service-registry: + addition_method: manual last_checked: 1779388566.814727 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://developers.redhat.com/articles/2021/10/11/get-started-openshift-service-registry: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57312,8 +60883,8 @@ https://developers.redhat.com/articles/2021/10/11/get-started-openshift-service- v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/10/11/quarkus-spring-developers-kubernetes-native-design-patterns: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57329,8 +60900,8 @@ https://developers.redhat.com/articles/2021/10/11/quarkus-spring-developers-kube v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/11/02/how-choose-best-java-garbage-collector: + addition_method: manual ai_summary: Architect guide comparing major modern GCs (G1, ZGC, Shenandoah) against application profiles to balance maximum throughput, latency tolerances, and system memory. @@ -57356,8 +60927,8 @@ https://developers.redhat.com/articles/2021/11/02/how-choose-best-java-garbage-c v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/11/04/boost-throughput-resteasy-reactive-quarkus-22: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57373,8 +60944,8 @@ https://developers.redhat.com/articles/2021/11/04/boost-throughput-resteasy-reac v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/11/04/generating-pseudorandom-numbers-python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57389,8 +60960,8 @@ https://developers.redhat.com/articles/2021/11/04/generating-pseudorandom-number v2_locations: - python.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/11/15/net-60-now-available-rhel-and-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57405,9 +60976,9 @@ https://developers.redhat.com/articles/2021/11/15/net-60-now-available-rhel-and- v2_locations: - dotnet.md year: N/A - addition_method: manual ? https://developers.redhat.com/articles/2021/11/15/red-hat-software-collections-38-and-red-hat-developer-toolset-11-now-generally -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034349.515711 @@ -57422,8 +60993,8 @@ https://developers.redhat.com/articles/2021/11/15/net-60-now-available-rhel-and- v2_locations: - devel-sites.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/11/18/build-and-store-universal-application-images-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57439,8 +61010,8 @@ https://developers.redhat.com/articles/2021/11/18/build-and-store-universal-appl v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/11/22/bring-your-kubernetes-workloads-edge: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57455,8 +61026,8 @@ https://developers.redhat.com/articles/2021/11/22/bring-your-kubernetes-workload v2_locations: - edge-computing.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/11/23/faster-way-access-jdk-flight-recorder-data: + addition_method: manual ai_summary: Explores programmatic, low-latency access to JDK Flight Recorder data streams at runtime. Provides architecture blueprints for exporting profiling telemetry directly into external APM platforms. @@ -57483,8 +61054,8 @@ https://developers.redhat.com/articles/2021/11/23/faster-way-access-jdk-flight-r v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/11/30/modernizing-enterprise-java-cloud-native-guide-developers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57500,8 +61071,8 @@ https://developers.redhat.com/articles/2021/11/30/modernizing-enterprise-java-cl v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-builds-debezium: + addition_method: manual ai_summary: A practical walk-through of the Strimzi Operator build processes for deploying optimized Kafka Connect container environments on Kubernetes. Illustrates declarative custom resource setups to bundle custom Debezium connector packages @@ -57528,8 +61099,8 @@ https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-bui v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/12/13/remote-debugging-kubernetes-using-vs-code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57544,8 +61115,8 @@ https://developers.redhat.com/articles/2021/12/13/remote-debugging-kubernetes-us v2_locations: - visual-studio.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2021/12/16/secure-your-kubernetes-deployments-ebpf: + addition_method: manual ai_summary: Technical article explaining the operational advantages of using eBPF for cloud-native workload defense. Curator insight explains how eBPF operates safely within the Linux kernel to record and control system behavior without sidecars. @@ -57573,8 +61144,8 @@ https://developers.redhat.com/articles/2021/12/16/secure-your-kubernetes-deploym v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/01/11/5-design-principles-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57589,8 +61160,8 @@ https://developers.redhat.com/articles/2022/01/11/5-design-principles-microservi v2_locations: - introduction.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/01/13/developers-guide-cicd-and-gitops-jenkins-pipelines: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57606,8 +61177,8 @@ https://developers.redhat.com/articles/2022/01/13/developers-guide-cicd-and-gito v2_locations: - jenkins.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/01/17/reduce-size-container-images-dockerslim: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57622,8 +61193,8 @@ https://developers.redhat.com/articles/2022/01/17/reduce-size-container-images-d v2_locations: - docker.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudge-filter: + addition_method: manual ai_summary: An architectural guide demonstrating how to use Git clean and smudge filters to automatically encrypt files before committing and decrypt them on checkout. Avoids hardcoding credentials in repositories by relying on local workstation @@ -57650,8 +61221,8 @@ https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudg v2_locations: - devsecops.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/03/10/which-better-single-kafka-cluster-rule-them-all-or-many: + addition_method: manual ai_summary: 'Curator Insight: Comparative design analysis evaluating consolidated vs. decentralized cluster strategies. Live Grounding: Evaluates multi-tenancy, risk blast radius, organizational boundaries, billing allocation, and schema maintenance @@ -57679,8 +61250,8 @@ https://developers.redhat.com/articles/2022/03/10/which-better-single-kafka-clus v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/06/20/8-open-source-kubernetes-security-tools: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57695,8 +61266,8 @@ https://developers.redhat.com/articles/2022/06/20/8-open-source-kubernetes-secur v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/07/20/git-workflows-best-practices-gitops-deployments: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57712,8 +61283,8 @@ https://developers.redhat.com/articles/2022/07/20/git-workflows-best-practices-g v2_locations: - gitops.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/08/30/kubernetes-101-developers-names-ports-yaml-files-and-more: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57729,8 +61300,8 @@ https://developers.redhat.com/articles/2022/08/30/kubernetes-101-developers-name v2_locations: - kubernetes.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/09/07/how-set-your-gitops-directory-structure: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57746,8 +61317,8 @@ https://developers.redhat.com/articles/2022/09/07/how-set-your-gitops-directory- v2_locations: - gitops.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/09/27/end-end-field-level-encryption-apache-kafka-connect: + addition_method: manual ai_summary: 'Curator Insight: Security implementation guide on field-level crypto for data pipelines. Live Grounding: Addresses PCI/GDPR requirements by demonstrating Cryptographic SMTs (Simple Message Transforms) within Kafka Connect, ensuring @@ -57776,8 +61347,8 @@ https://developers.redhat.com/articles/2022/09/27/end-end-field-level-encryption v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/10/24/podman-expands-desktop: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57792,8 +61363,8 @@ https://developers.redhat.com/articles/2022/10/24/podman-expands-desktop: v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/10/25/how-install-vms-and-ansible-automation-platform-mac-m1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57809,8 +61380,8 @@ https://developers.redhat.com/articles/2022/10/25/how-install-vms-and-ansible-au v2_locations: - ansible.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2022/12/20/gitops-cookbook-kubernetes-automation-practice: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57825,8 +61396,8 @@ https://developers.redhat.com/articles/2022/12/20/gitops-cookbook-kubernetes-aut v2_locations: - gitops.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2023/01/04/how-use-fabric8-java-client-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57841,8 +61412,8 @@ https://developers.redhat.com/articles/2023/01/04/how-use-fabric8-java-client-ku v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2023/01/24/how-generate-code-using-fabric8-kubernetes-client: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57857,8 +61428,8 @@ https://developers.redhat.com/articles/2023/01/24/how-generate-code-using-fabric v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2023/02/14/remote-container-development-vs-code-and-podman: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57874,8 +61445,8 @@ https://developers.redhat.com/articles/2023/02/14/remote-container-development-v v2_locations: - visual-studio.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2023/03/16/how-deploy-openshift-azure-gui-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57891,8 +61462,8 @@ https://developers.redhat.com/articles/2023/03/16/how-deploy-openshift-azure-gui v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2023/03/17/deploy-openshift-azure-gitops-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57903,8 +61474,8 @@ https://developers.redhat.com/articles/2023/03/17/deploy-openshift-azure-gitops- v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2024/06/06/enhance-kubernetes-deployment-efficiency-argo-cd-and-applicationset: + addition_method: manual ai_summary: 'Curator Insight: An authoritative Red Hat guide detailing the features and performance metrics of the Argo CD ApplicationSet controller. Live Grounding: Outlines practical implementations of Git, List, and Matrix generators to deploy @@ -57933,8 +61504,8 @@ https://developers.redhat.com/articles/2024/06/06/enhance-kubernetes-deployment- v2_locations: - argo.md year: N/A - addition_method: manual https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift-workloads: + addition_method: manual ai_summary: Provides a comprehensive overview of how Kruize Autotune optimizes resource efficiency in OpenShift and Kubernetes workloads. Evaluates real-time scaling mechanisms and automated recommendations to reduce resource waste. @@ -57964,8 +61535,8 @@ https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift - openshift.md - kubernetes-tools.md year: N/A - addition_method: manual https://developers.redhat.com/articles/quarkus-quick-start-guide-kubernetes-native-java-stack: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57981,8 +61552,8 @@ https://developers.redhat.com/articles/quarkus-quick-start-guide-kubernetes-nati v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/articles/ubi-faq: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -57997,16 +61568,16 @@ https://developers.redhat.com/articles/ubi-faq: v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog: + addition_method: manual last_checked: 1779388541.70272 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - caching.md - addition_method: manual https://developers.redhat.com/blog/2016/03/09/more-about-docker-images-size: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58021,8 +61592,8 @@ https://developers.redhat.com/blog/2016/03/09/more-about-docker-images-size: v2_locations: - docker.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2017/08/16/troubleshooting-java-applications-on-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58039,8 +61610,8 @@ https://developers.redhat.com/blog/2017/08/16/troubleshooting-java-applications- - monitoring.md - ocp3.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2017/10/05/jdbc-master-slave-persistence-setup-activemq-using-postgresql-database: + addition_method: manual ai_summary: Guides system administrators through building a JDBC Master-Slave active/passive high-availability messaging layer in ActiveMQ backed by a PostgreSQL cluster. complexity: Advanced @@ -58067,8 +61638,8 @@ https://developers.redhat.com/blog/2017/10/05/jdbc-master-slave-persistence-setu v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2018/02/22/container-terminology-practical-introduction: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58083,8 +61654,8 @@ https://developers.redhat.com/blog/2018/02/22/container-terminology-practical-in v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2018/05/30/3scale-api-gateway-policies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58099,8 +61670,8 @@ https://developers.redhat.com/blog/2018/05/30/3scale-api-gateway-policies: v2_locations: - developerportals.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2018/06/28/why-kubernetes-is-the-new-application-server: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58115,8 +61686,8 @@ https://developers.redhat.com/blog/2018/06/28/why-kubernetes-is-the-new-applicat v2_locations: - introduction.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2018/08/29/intro-to-podman: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58131,8 +61702,8 @@ https://developers.redhat.com/blog/2018/08/29/intro-to-podman: v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2018/09/24/the-future-of-java-and-openjdk-updates-without-oracle-support: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58148,9 +61719,9 @@ https://developers.redhat.com/blog/2018/09/24/the-future-of-java-and-openjdk-upd v2_locations: - java_frameworks.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2018/09/26/source-versus-binary-s2i-workflows-with-red-hat-openshift-application-runtimes -: ai_summary: Delivers technical insight on Source-to-Image (S2I) execution modes, +: addition_method: manual + ai_summary: Delivers technical insight on Source-to-Image (S2I) execution modes, comparing continuous deployment direct from code versus deploying pre-compiled binaries via specialized pipelines inside Red Hat runtimes. complexity: Intermediate @@ -58175,8 +61746,8 @@ https://developers.redhat.com/blog/2018/09/24/the-future-of-java-and-openjdk-upd v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2018/10/12/securing-net-core-on-openshift-using-https: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58191,16 +61762,16 @@ https://developers.redhat.com/blog/2018/10/12/securing-net-core-on-openshift-usi v2_locations: - ocp3.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2018/11/15/rhel8-introducing-appstreams: + addition_method: manual last_checked: 1779388644.752583 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - devel-sites.md - addition_method: manual https://developers.redhat.com/blog/2018/11/21/eclipse-microprofile-for-spring-boot-developers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58215,8 +61786,8 @@ https://developers.redhat.com/blog/2018/11/21/eclipse-microprofile-for-spring-bo v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2018/11/22/automated-performance-testing-kubernetes-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58232,8 +61803,8 @@ https://developers.redhat.com/blog/2018/11/22/automated-performance-testing-kube v2_locations: - monitoring.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/01/03/leveraging-openshift-or-kubernetes-for-automated-performance-tests-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58249,8 +61820,8 @@ https://developers.redhat.com/blog/2019/01/03/leveraging-openshift-or-kubernetes v2_locations: - monitoring.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/02/21/podman-and-buildah-for-docker-users: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58267,8 +61838,8 @@ https://developers.redhat.com/blog/2019/02/21/podman-and-buildah-for-docker-user - ocp4.md - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/02/27/sidecars-analyze-debug-network-traffic-kubernetes-pod: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58284,8 +61855,8 @@ https://developers.redhat.com/blog/2019/02/27/sidecars-analyze-debug-network-tra v2_locations: - openshift.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in-red-hat-openshift-4: + addition_method: manual ai_summary: 'Curator Insight: A technical guide focused on setting up traditional Jenkins CI/CD servers inside OpenShift 4. @@ -58315,8 +61886,8 @@ https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in- v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/07/08/10-tips-for-reviewing-code-you-dont-like: + addition_method: manual ai_summary: Provides key strategies and human-centric engineering guidelines for conducting constructive code reviews when encountering architectures or patterns that diverge from personal preferences. Emphasizes maintaining objectivity, focusing @@ -58343,8 +61914,8 @@ https://developers.redhat.com/blog/2019/07/08/10-tips-for-reviewing-code-you-don v2_locations: - cicd.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/09/05/red-hat-openshift-4-on-your-laptop-introducing-red-hat-codeready-containers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58359,8 +61930,8 @@ https://developers.redhat.com/blog/2019/09/05/red-hat-openshift-4-on-your-laptop v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/09/09/install-3scale-multitenant-in-7-commands: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58375,8 +61946,8 @@ https://developers.redhat.com/blog/2019/09/09/install-3scale-multitenant-in-7-co v2_locations: - developerportals.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/09/12/jakarta-ee-8-the-new-era-of-java-ee-explained: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58391,8 +61962,8 @@ https://developers.redhat.com/blog/2019/09/12/jakarta-ee-8-the-new-era-of-java-e v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/10/02/autowire-microprofile-into-spring-with-quarkus: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58407,8 +61978,8 @@ https://developers.redhat.com/blog/2019/10/02/autowire-microprofile-into-spring- v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/10/09/what-is-red-hat-universal-base-image: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58423,8 +61994,8 @@ https://developers.redhat.com/blog/2019/10/09/what-is-red-hat-universal-base-ima v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/11/18/how-quarkus-brings-imperative-and-reactive-programming-together: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58440,8 +62011,8 @@ https://developers.redhat.com/blog/2019/11/18/how-quarkus-brings-imperative-and- v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apache-camel-and-debezium: + addition_method: manual ai_summary: Explains how to decouple distributed database structures in microservices by employing a combination of Debezium (for Change Data Capture) and Apache Camel (for integration and transformation pipelines). It ensures low latency, resilient @@ -58469,8 +62040,8 @@ https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apac v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/11/27/handling-angular-environments-in-continuous-delivery-with-red-hat-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58488,9 +62059,9 @@ https://developers.redhat.com/blog/2019/11/27/handling-angular-environments-in-c - ocp3.md - angular.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2019/12/04/understanding-red-hat-amq-streams-components-for-openshift-and-kubernetes-part-1 -: ai_summary: Part 1 of an analytical breakdown detailing the components of Red Hat +: addition_method: manual + ai_summary: Part 1 of an analytical breakdown detailing the components of Red Hat AMQ Streams (built on Strimzi). Explains operators, ZooKeeper configurations, and Kafka broker deployment patterns within enterprise Kubernetes clusters. complexity: Intermediate @@ -58517,8 +62088,8 @@ https://developers.redhat.com/blog/2019/11/27/handling-angular-environments-in-c v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2019/12/16/getting-started-with-red-hat-integration-service-registry: + addition_method: manual ai_summary: An introductory architecture guide describing the capabilities of the Red Hat Integration Service Registry. Reviews standard patterns for managing API schemas (Avro, JSON Schema, Protobuf) to guarantee strong message-contract enforcement @@ -58545,8 +62116,8 @@ https://developers.redhat.com/blog/2019/12/16/getting-started-with-red-hat-integ v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/01/01/skupper-io-let-your-services-communicate-across-kubernetes-clusters: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58562,8 +62133,8 @@ https://developers.redhat.com/blog/2020/01/01/skupper-io-let-your-services-commu v2_locations: - openshift.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/01/09debugging-applications-within-red-hat-openshift-containers: + addition_method: manual health_score: 100.0 last_checked: 1779130494.950861 tags: @@ -58572,8 +62143,8 @@ https://developers.redhat.com/blog/2020/01/09debugging-applications-within-red-h - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual https://developers.redhat.com/blog/2020/01/15installing-debugging-tools-into-a-red-hat-openshift-container-with-oc-inject: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58588,8 +62159,8 @@ https://developers.redhat.com/blog/2020/01/15installing-debugging-tools-into-a-r v2_locations: - ocp3.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/01/22/operator-pattern-rest-api-for-kubernetes-and-red-hat-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58605,8 +62176,8 @@ https://developers.redhat.com/blog/2020/01/22/operator-pattern-rest-api-for-kube v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/02/05/customizing-openshift-project-creation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58621,9 +62192,9 @@ https://developers.redhat.com/blog/2020/02/05/customizing-openshift-project-crea v2_locations: - ocp3.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/02/13/openshift-actions-deploy-to-red-hat-openshift-directly-from-your-github-repository -: ai_summary: Detailed instructional guide describing the integration of GitHub Actions +: addition_method: manual + ai_summary: Detailed instructional guide describing the integration of GitHub Actions runners with OpenShift API end-points. Facilitates smooth continuous deployment routines by using native OpenShift actions directly within external workflows. complexity: Intermediate @@ -58649,8 +62220,8 @@ https://developers.redhat.com/blog/2020/02/05/customizing-openshift-project-crea v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/02/14/using-secrets-in-apache-kafka-connect-configuration: + addition_method: manual ai_summary: 'Curator Insight: Security patterns for avoiding plain-text secrets inside Kafka Connect configurations. Live Grounding: Outlines setting up native SecretProviders (such as directory or file-based providers) inside properties @@ -58678,8 +62249,8 @@ https://developers.redhat.com/blog/2020/02/14/using-secrets-in-apache-kafka-conn v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/03/19/testing-memory-based-horizontal-pod-autoscaling-on-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58695,8 +62266,8 @@ https://developers.redhat.com/blog/2020/03/19/testing-memory-based-horizontal-po v2_locations: - ocp3.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/03/24/red-hat-universal-base-images-for-docker-users: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58711,8 +62282,8 @@ https://developers.redhat.com/blog/2020/03/24/red-hat-universal-base-images-for- v2_locations: - docker.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/03/25/low-code-microservices-orchestration-with-syndesis: + addition_method: manual ai_summary: Detailed demonstration of leveraging Syndesis for visual, low-code orchestration of enterprise microservices. It highlights quick deployment cycles, declarative configuration models, and integration with Red Hat OpenShift resources. @@ -58739,8 +62310,8 @@ https://developers.redhat.com/blog/2020/03/25/low-code-microservices-orchestrati v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/04/01/set-up-red-hat-amq-streams-custom-certificates-on-openshift-update: + addition_method: manual ai_summary: Demonstrates replacing auto-generated certificates with custom enterprise CA certs to implement secured TLS and mTLS configurations inside Strimzi-managed AMQ Streams. @@ -58767,8 +62338,8 @@ https://developers.redhat.com/blog/2020/04/01/set-up-red-hat-amq-streams-custom- v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/04/08/why-kubernetes-native-instead-of-cloud-native: + addition_method: manual ai_summary: 'Curator Insight: Highlights the distinction between applications run on cloud infrastructure and systems designed specifically to leverage native Kubernetes operators and structures. Live Grounding: Analyzes how API extensions, CRDs, and @@ -58795,8 +62366,8 @@ https://developers.redhat.com/blog/2020/04/08/why-kubernetes-native-instead-of-c v2_locations: - faq.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservices-application-to-quarkus: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58812,9 +62383,9 @@ https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservi v2_locations: - java_frameworks.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/04/13/red-hat-data-grid-8-0-brings-new-server-architecture-improved-rest-api-and-more -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029507.220294 @@ -58829,8 +62400,8 @@ https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservi v2_locations: - caching.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debezium-apache-kafka-connectors: + addition_method: manual ai_summary: A hands-on manual detailing the implementation of Debezium to safely convert relational database modifications into real-time Kafka event feeds. Outlines event formatting, partition strategy, and recovery procedures. @@ -58857,9 +62428,9 @@ https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debe v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/04/24/build-and-deploy-a-serverless-app-with-camel-k-and-red-hat-openshift-serverless-1-5-0-tech-preview -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030034.535669 @@ -58874,8 +62445,8 @@ https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debe v2_locations: - serverless.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/04/27/building-kubernetes-applications-on-openshift-with-red-hat-marketplace: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58891,8 +62462,8 @@ https://developers.redhat.com/blog/2020/04/27/building-kubernetes-applications-o v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshift-part-4-openshift-pipelines: + addition_method: manual ai_summary: 'Curator Insight: Part 4 of a developer series focusing on deployment pipelines for modern JavaScript web applications. @@ -58921,8 +62492,8 @@ https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshi v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/04/30/serverless-applications-made-faster-and-simpler-with-openshift-serverless-ga: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58938,8 +62509,8 @@ https://developers.redhat.com/blog/2020/04/30/serverless-applications-made-faste v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/01/automated-api-testing-for-the-kie-server: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -58956,8 +62527,8 @@ https://developers.redhat.com/blog/2020/05/01/automated-api-testing-for-the-kie- - postman.md - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component-updates-and-kubeflow-architecture: + addition_method: manual ai_summary: Highlights components within Open Data Hub v0.6 release, evaluating the integrated Kubeflow-aligned architectural updates for containerized machine learning pipelines. @@ -58984,8 +62555,8 @@ https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/11/top-10-must-know-kubernetes-design-patterns: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59000,8 +62571,8 @@ https://developers.redhat.com/blog/2020/05/11/top-10-must-know-kubernetes-design v2_locations: - kubernetes.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/12/six-reasons-to-love-camel-k: + addition_method: manual ai_summary: Outlines six key architectural advantages of Camel K, including fast deployment loops, native Quarkus optimization, low memory footprints, and serverless scale-to-zero capabilities via Knative. Highly useful for architects modernizing @@ -59029,8 +62600,8 @@ https://developers.redhat.com/blog/2020/05/12/six-reasons-to-love-camel-k: v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservices-without-writing-any-code: + addition_method: manual ai_summary: Walkthrough detailing how to set up out-of-the-box Change Data Capture architectures using Debezium without custom application-level code. It demonstrates immediate real-time synchronization from database transactions straight to Kafka-enabled @@ -59059,8 +62630,8 @@ https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservi v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/18/deploy-and-bind-enterprise-grade-microservices-with-kubernetes-operators: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59075,8 +62646,8 @@ https://developers.redhat.com/blog/2020/05/18/deploy-and-bind-enterprise-grade-m v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/19/extending-kafka-connectivity-with-apache-camel-kafka-connectors: + addition_method: manual ai_summary: Outlines how the Camel Kafka Connector framework allows developers to utilize Camel's extensive component suite as standard Kafka Connect sources or sinks. This simplifies ingestion and delivery to hundreds of external enterprise @@ -59105,8 +62676,8 @@ https://developers.redhat.com/blog/2020/05/19/extending-kafka-connectivity-with- v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-kubernetes-java-client: + addition_method: manual ai_summary: Technical introduction to utilizing the Fabric8 Kubernetes Java Client SDK. Details how to perform CRUD operations on Kubernetes APIs, deploy custom controllers, and stream container logs inside Java runtimes. @@ -59135,8 +62706,8 @@ https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-k - openshift-pipelines.md - kubernetes-client-libraries.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/26/build-a-go-application-using-openshift-pipelines: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59151,8 +62722,8 @@ https://developers.redhat.com/blog/2020/05/26/build-a-go-application-using-opens v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/28/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59167,8 +62738,8 @@ https://developers.redhat.com/blog/2020/05/28/how-the-fabric8-maven-plug-in-depl v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/05/28/quarkus-a-kubernetes-native-java-runtime-now-fully-supported-by-red-hat: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59183,8 +62754,8 @@ https://developers.redhat.com/blog/2020/05/28/quarkus-a-kubernetes-native-java-r v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/06/02/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift: + addition_method: manual ai_summary: Technical blog demonstrating how the legacy Fabric8 Maven plugin simplifies deployment of enterprise Java applications to Red Hat OpenShift. Discusses internal source-to-image (S2I) generation mechanics and manifest application. @@ -59212,8 +62783,8 @@ https://developers.redhat.com/blog/2020/06/02/how-the-fabric8-maven-plug-in-depl v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jenkins-containers: + addition_method: manual ai_summary: Explains streamlined procedures for producing custom, secure Jenkins container images for deployment. Focuses on minimizing layers, loading plug-ins safely during build time, and injecting enterprise parameters within Red Hat architectures. @@ -59241,9 +62812,9 @@ https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jen - openshift-pipelines.md - demos.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/06/04/the-road-to-quarkus-ga-completing-the-first-supported-kubernetes-native-java-stack -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033157.884853 @@ -59258,8 +62829,8 @@ https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jen v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federation-a-citizen-integrators-story: + addition_method: manual ai_summary: Examines low-code patterns for connecting real-time streaming architectures with legacy enterprise databases. Explains how federation tools bridge information gaps between non-technical users and distributed message networks. @@ -59285,8 +62856,8 @@ https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federatio v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/06/12/how-to-install-codeready-workspaces-in-a-restricted-openshift-4-environment: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59302,8 +62873,8 @@ https://developers.redhat.com/blog/2020/06/12/how-to-install-codeready-workspace v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development-with-odo-the-cli-tool-for-developers: + addition_method: manual ai_summary: Introduces the 'odo' command-line application to software engineers targeting Kubernetes clusters. Details workflow optimizations, container build speedups, and localized debugging patterns. @@ -59330,8 +62901,8 @@ https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development- v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/06/17/red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-released: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59349,8 +62920,8 @@ https://developers.redhat.com/blog/2020/06/17/red-hat-jboss-enterprise-applicati - demos.md - java_app_servers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/06/17/support-for-graphql-with-open-liberty-20-0-0-6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59365,9 +62936,9 @@ https://developers.redhat.com/blog/2020/06/17/support-for-graphql-with-open-libe v2_locations: - ibm_cloud.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/06/19/develop-and-test-a-quarkus-client-on-red-hat-codeready-containers-with-red-hat-data-grid-8-0 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034034.511056 @@ -59382,8 +62953,8 @@ https://developers.redhat.com/blog/2020/06/17/support-for-graphql-with-open-libe v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/06/22/a-development-roadmap-for-open-data-hub: + addition_method: manual ai_summary: A development roadmap overview outlining core development visions and tooling tracks designed for the Open Data Hub analytics platform. complexity: Beginner @@ -59409,8 +62980,8 @@ https://developers.redhat.com/blog/2020/06/22/a-development-roadmap-for-open-dat v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serving-ingress: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59425,9 +62996,9 @@ https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serv v2_locations: - servicemesh.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/07/01/develop-eclipse-microprofile-applications-on-red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-with-red-hat-codeready-workspaces -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031302.277196 @@ -59443,8 +63014,8 @@ https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serv v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline: + addition_method: manual ai_summary: Illustrates how to engineer a low-latency, cloud-native CDC pipeline utilizing Debezium connectors alongside open database architectures. Explores data serialization optimizations and horizontal scale metrics. @@ -59470,8 +63041,8 @@ https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/07/20/best-practices-using-health-checks-in-the-openshift-4-5-web-console: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59487,8 +63058,8 @@ https://developers.redhat.com/blog/2020/07/20/best-practices-using-health-checks v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/07/31/choosing-the-right-asynchronous-messaging-infrastructure-for-the-job: + addition_method: manual ai_summary: Lays out a decision framework for choosing between broker-based messaging (e.g., AMQP, ActiveMQ), event-streaming (e.g., Apache Kafka), and cloud-native serverless event routing. It evaluates criteria like throughput, ordering guarantees, @@ -59518,8 +63089,8 @@ https://developers.redhat.com/blog/2020/07/31/choosing-the-right-asynchronous-me v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy: + addition_method: manual ai_summary: A legacy deep dive outlining multi-language microservices authorization using Louketo Proxy (formerly Gatekeeper). As Louketo Proxy has been archived by its maintainers, this resource is kept strictly for historical architectural @@ -59546,8 +63117,8 @@ https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microse v2_locations: - devsecops.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/04/http-based-kafka-messaging-with-red-hat-amq-streams: + addition_method: manual ai_summary: An architectural guide detailing how to use the HTTP Bridge component inside AMQ Streams. Allows web and legacy application services to publish and consume event data via lightweight REST HTTP requests. @@ -59576,8 +63147,8 @@ https://developers.redhat.com/blog/2020/08/04/http-based-kafka-messaging-with-re - message-queue.md - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/05/monitoring-net-core-applications-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59592,8 +63163,8 @@ https://developers.redhat.com/blog/2020/08/05/monitoring-net-core-applications-o v2_locations: - monitoring.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak: + addition_method: manual ai_summary: A thorough engineering deep-dive on Keycloak’s architecture, configuration, and extensibility. The article walks through key concepts including realms, clients, user representation mapping, and secure integration with distributed web applications. @@ -59619,8 +63190,8 @@ https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak: v2_locations: - devsecops.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/14/introduction-to-strimzi-apache-kafka-on-kubernetes-kubecon-europe-2020: + addition_method: manual ai_summary: 'Curator Insight: Detailed breakdown of the Strimzi operator architectural internals from KubeCon. Live Grounding: Evaluates how the operator automates bootstrap, health monitoring, protocol configurations, TLS generation, and storage management @@ -59648,8 +63219,8 @@ https://developers.redhat.com/blog/2020/08/14/introduction-to-strimzi-apache-kaf v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/14/openshift-for-kubernetes-developers-getting-started: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59665,8 +63236,8 @@ https://developers.redhat.com/blog/2020/08/14/openshift-for-kubernetes-developer v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/21/hello-world-tutorial-with-kubernetes-operators: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59681,8 +63252,8 @@ https://developers.redhat.com/blog/2020/08/21/hello-world-tutorial-with-kubernet v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kubernetes-using-eclipse-jkube: + addition_method: manual ai_summary: Exploring developer loop workflows utilizing Eclipse JKube to build, deploy, and debug Java applications in real-time inside a local or remote Kubernetes cluster environment. @@ -59714,8 +63285,8 @@ https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kuberne - kubernetes-client-libraries.md - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/25/get-started-with-jdk-flight-recorder-in-openjdk-8u: + addition_method: manual ai_summary: Outlines configuring and analyzing OpenJDK 8u runtime events utilizing JDK Flight Recorder (JFR) and Mission Control. Essential for debugging containerized legacy runtimes. @@ -59742,8 +63313,8 @@ https://developers.redhat.com/blog/2020/08/25/get-started-with-jdk-flight-record v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/08/26/connecting-external-clients-to-red-hat-amq-broker-on-red-hat-openshift: + addition_method: manual ai_summary: A walkthrough explaining how to securely configure ingress and network protocols to route client applications external to OpenShift directly into containerized AMQ brokers. @@ -59771,8 +63342,8 @@ https://developers.redhat.com/blog/2020/08/26/connecting-external-clients-to-red v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/03/introduction-to-tekton-and-argo-cd-for-multicluster-development: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59788,8 +63359,8 @@ https://developers.redhat.com/blog/2020/09/03/introduction-to-tekton-and-argo-cd v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-with-gitops-on-red-hat-openshift: + addition_method: manual ai_summary: Analyzes the convergence of OpenShift Pipelines (Tekton-based) and OpenShift GitOps (Argo CD-based) to deliver unified, declarative software delivery. Discusses multi-tenancy models, secure cluster bootstrapping, and the future roadmap of @@ -59817,9 +63388,9 @@ https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-wi v2_locations: - cicd.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/09/04/migrate-your-java-apps-to-containers-with-migration-toolkit-for-applications-5-0 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034322.689858 @@ -59834,8 +63405,8 @@ https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-wi v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/09/cloud-native-java-applications-made-easy-eclipse-jkube-1-0-0-now-available: + addition_method: manual ai_summary: Launch announcement of Eclipse JKube 1.0.0 detailing its design philosophy, architectural decoupling from old Fabric8 dependencies, and its seamless integration with modern cloud-native standards. @@ -59865,9 +63436,9 @@ https://developers.redhat.com/blog/2020/09/09/cloud-native-java-applications-mad - maven-gradle.md - kubernetes-client-libraries.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/09/09/install-red-hat-openshift-operators-on-your-laptop-using-red-hat-codeready-containers-and-red-hat-marketplace -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033706.374705 @@ -59882,8 +63453,8 @@ https://developers.redhat.com/blog/2020/09/09/cloud-native-java-applications-mad v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/10/from-code-to-production-with-openshift-pipelines-and-argo-cd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59899,8 +63470,8 @@ https://developers.redhat.com/blog/2020/09/10/from-code-to-production-with-opens v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/11/5-tips-for-developing-kubernetes-operators-with-the-new-operator-sdk: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59916,8 +63487,8 @@ https://developers.redhat.com/blog/2020/09/11/5-tips-for-developing-kubernetes-o v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/11/quarkus-and-jakarta-ee-together-or-not: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59932,8 +63503,8 @@ https://developers.redhat.com/blog/2020/09/11/quarkus-and-jakarta-ee-together-or v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/21/migrating-from-fabric8-maven-plugin-to-eclipse-jkube-1-0-0: + addition_method: manual ai_summary: Step-by-step technical guide highlighting the namespace transitions, configuration changes, and structural refactoring required when migrating legacy Fabric8 Maven build files to the modernized Eclipse JKube. @@ -59963,8 +63534,8 @@ https://developers.redhat.com/blog/2020/09/21/migrating-from-fabric8-maven-plugi - maven-gradle.md - kubernetes-client-libraries.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/24/set-up-continuous-integration-for-net-core-with-openshift-pipelines: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59979,8 +63550,8 @@ https://developers.redhat.com/blog/2020/09/24/set-up-continuous-integration-for- v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/25/rootless-containers-with-podman-the-basics: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -59995,8 +63566,8 @@ https://developers.redhat.com/blog/2020/09/25/rootless-containers-with-podman-th v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus: + addition_method: manual ai_summary: Demonstrates the construction of microsecond-responsive streams using the Kafka Streams API paired with Quarkus. Explores native execution compilation patterns to reduce JVM memory overhead and launch latency. @@ -60022,9 +63593,9 @@ https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-us v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/10/01/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-1 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034516.818847 @@ -60039,9 +63610,9 @@ https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-us v2_locations: - demos.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/10/01/command-line-cluster-management-with-red-hat-openshifts-new-web-terminal-tech-preview -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032880.160251 @@ -60056,8 +63627,8 @@ https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-us v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in-odo-2-0: + addition_method: manual ai_summary: Discusses major enhancements in 'odo 2.0', highlighting strict Devfile standards support and the capability to deploy to arbitrary Kubernetes engines instead of being isolated to OpenShift clusters. @@ -60083,8 +63654,8 @@ https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/10/09/static-analysis-with-kubeaudit-for-red-hat-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60099,9 +63670,9 @@ https://developers.redhat.com/blog/2020/10/09/static-analysis-with-kubeaudit-for v2_locations: - testops.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/10/14/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-2 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030442.924028 @@ -60111,8 +63682,8 @@ https://developers.redhat.com/blog/2020/10/09/static-analysis-with-kubeaudit-for v1_locations: - docs/demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of-java: + addition_method: manual ai_summary: Introduces techniques to checkpoint running Java processes from the OS level using CRIU. Essential groundwork for achieving instant-start capabilities in containerized Java serverless workloads. @@ -60139,9 +63710,9 @@ https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/10/22/persistent-storage-in-action-understanding-red-hat-openshifts-persistent-volume-framework -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029113.139567 @@ -60158,8 +63729,8 @@ https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of - kubernetes-storage.md - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/10/29/collect-jdk-flight-recorder-events-at-runtime-with-jmc-agent: + addition_method: manual ai_summary: Demonstrates using the JDK Mission Control (JMC) Agent to dynamically inject JFR events into running JVMs. Enables real-time production diagnostics with near-zero overhead. @@ -60187,9 +63758,9 @@ https://developers.redhat.com/blog/2020/10/29/collect-jdk-flight-recorder-events v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/10/29/new-custom-metrics-and-air-gapped-installation-in-red-hat-3scale-api-management-2-9 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029552.341201 @@ -60204,8 +63775,8 @@ https://developers.redhat.com/blog/2020/10/29/collect-jdk-flight-recorder-events v2_locations: - developerportals.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-java-client-4-12-0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60220,9 +63791,9 @@ https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-ja v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/11/16/devfiles-and-kubernetes-cluster-support-in-openshift-connector-0-2-0-extension-for-vs-code -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032282.393497 @@ -60237,8 +63808,8 @@ https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-ja v2_locations: - visual-studio.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/11/19/transitioning-from-docker-to-podman: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60253,8 +63824,8 @@ https://developers.redhat.com/blog/2020/11/19/transitioning-from-docker-to-podma v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/11/20/kubectl-developer-tips-for-the-kubernetes-command-line: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60270,8 +63841,8 @@ https://developers.redhat.com/blog/2020/11/20/kubectl-developer-tips-for-the-kub v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/11/24/authentication-and-authorization-using-the-keycloak-rest-api: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60286,8 +63857,8 @@ https://developers.redhat.com/blog/2020/11/24/authentication-and-authorization-u v2_locations: - devsecops.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/11/25/how-to-configure-yaml-schema-to-make-editing-files-easier: + addition_method: manual ai_summary: Curator Insight shows how to configure IDE and code editors with automated JSON/YAML Schemas. Live Grounding validates that binding schemas to Kubernetes or Ansible configurations provides real-time validation, auto-completion, and @@ -60317,8 +63888,8 @@ https://developers.redhat.com/blog/2020/11/25/how-to-configure-yaml-schema-to-ma - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2020/11/26/event-driven-distributed-service-orchestration-with-serverless-workflow: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60334,9 +63905,9 @@ https://developers.redhat.com/blog/2020/11/26/event-driven-distributed-service-o v2_locations: - serverless.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2020/12/08/spring-boot-to-quarkus-migrations-and-more-in-red-hats-migration-toolkit-for-applications-5-1-0 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032345.655668 @@ -60351,8 +63922,8 @@ https://developers.redhat.com/blog/2020/11/26/event-driven-distributed-service-o v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/01/08/message-broker-integration-made-simple-with-red-hat-fuse: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60368,8 +63939,8 @@ https://developers.redhat.com/blog/2021/01/08/message-broker-integration-made-si v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/01/11/getting-started-with-buildah: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60384,8 +63955,8 @@ https://developers.redhat.com/blog/2021/01/11/getting-started-with-buildah: v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/01/13/getting-started-with-tekton-and-pipelines: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60400,8 +63971,8 @@ https://developers.redhat.com/blog/2021/01/13/getting-started-with-tekton-and-pi v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/02/08/deploying-kubernetes-operators-with-operator-lifecycle-manager-bundles: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60417,8 +63988,8 @@ https://developers.redhat.com/blog/2021/02/08/deploying-kubernetes-operators-wit v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/02/09/spring-boot-on-quarkus-magic-or-madness: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60433,8 +64004,8 @@ https://developers.redhat.com/blog/2021/02/09/spring-boot-on-quarkus-magic-or-ma v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfiles-for-odo-2-0: + addition_method: manual ai_summary: Thorough explanation of structuring, writing, and applying custom Devfiles within the odo ecosystem to mandate unified container development environments across large engineering divisions. @@ -60460,8 +64031,8 @@ https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfile v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-on-red-hat-enterprise-linux: + addition_method: manual ai_summary: Explains how to compile, profile, and step-debug Go executables on enterprise Linux environments using Delve. Critical reference for addressing low-level runtime crashes and unexpected goroutine deadlocks. @@ -60489,8 +64060,8 @@ https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-o v2_locations: - golang.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/03/04/making-environment-variables-accessible-in-front-end-containers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60505,9 +64076,9 @@ https://developers.redhat.com/blog/2021/03/04/making-environment-variables-acces v2_locations: - docker.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2021/03/09/a-guide-to-red-hat-openshift-4-5-installer-provisioned-infrastructure-on-vsphere -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033586.18864 @@ -60522,8 +64093,8 @@ https://developers.redhat.com/blog/2021/03/04/making-environment-variables-acces v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/03/09/deploying-node-js-applications-to-kubernetes-with-nodeshift-and-minikube: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60539,8 +64110,8 @@ https://developers.redhat.com/blog/2021/03/09/deploying-node-js-applications-to- v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/03/16/three-ways-to-containerize-net-applications-on-red-hat-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60556,8 +64127,8 @@ https://developers.redhat.com/blog/2021/03/16/three-ways-to-containerize-net-app v2_locations: - dotnet.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/03/17/using-dekorate-to-generate-kubernetes-manifests-for-java-applications: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60573,8 +64144,8 @@ https://developers.redhat.com/blog/2021/03/17/using-dekorate-to-generate-kuberne v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/03/25/db2-and-oracle-connectors-coming-to-debezium-1-4-ga: + addition_method: manual ai_summary: A technical release breakdown detailing the production-grade integration of IBM Db2 and Oracle connectors within the Debezium 1.4 ecosystem. It reviews performance benchmarks, log-mining mechanisms, and setup procedures critical for @@ -60602,8 +64173,8 @@ https://developers.redhat.com/blog/2021/03/25/db2-and-oracle-connectors-coming-t v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/04/02/design-event-driven-integrations-with-kamelets-and-camel-k: + addition_method: manual ai_summary: Introduces "Kamelets" (Camel Route Snippets), which act as reusable cloud-native integration building blocks. It explains how non-developers or low-code frameworks can plug Kamelets into serverless topologies for immediate data flow @@ -60632,8 +64203,8 @@ https://developers.redhat.com/blog/2021/04/02/design-event-driven-integrations-w v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/04/07/deploy-quarkus-everywhere-with-red-hat-enterprise-linux-rhel: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60649,9 +64220,9 @@ https://developers.redhat.com/blog/2021/04/07/deploy-quarkus-everywhere-with-red v2_locations: - java_frameworks.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2021/04/09/containerize-and-deploy-strapi-applications-on-kubernetes-and-red-hat-openshift -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031414.434371 @@ -60666,8 +64237,8 @@ https://developers.redhat.com/blog/2021/04/07/deploy-quarkus-everywhere-with-red v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/04/13/how-to-pick-the-right-container-base-image: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60682,8 +64253,8 @@ https://developers.redhat.com/blog/2021/04/13/how-to-pick-the-right-container-ba v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/04/16/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-1: + addition_method: manual ai_summary: A developer-focused walkthrough on deploying Eclipse Mosquitto, an open-source MQTT message broker, onto Red Hat OpenShift. Ideal for scaling lightweight telemetry components adjacent to containerized enterprise layers. @@ -60711,8 +64282,8 @@ https://developers.redhat.com/blog/2021/04/16/deploying-the-mosquitto-mqtt-messa v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/04/20/use-skupper-to-connect-multiple-kubernetes-clusters: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60728,9 +64299,9 @@ https://developers.redhat.com/blog/2021/04/20/use-skupper-to-connect-multiple-ku v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2021/04/22/using-podman-compose-with-microcks-a-cloud-native-api-mocking-and-testing-tool -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030086.667841 @@ -60745,8 +64316,8 @@ https://developers.redhat.com/blog/2021/04/20/use-skupper-to-connect-multiple-ku v2_locations: - container-managers.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/04/26/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60757,8 +64328,8 @@ https://developers.redhat.com/blog/2021/04/26/deploying-the-mosquitto-mqtt-messa v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/04/28/kubernetes-configuration-patterns-part-1-patterns-for-kubernetes-primitives: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60774,8 +64345,8 @@ https://developers.redhat.com/blog/2021/04/28/kubernetes-configuration-patterns- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/04/29/containerize-net-for-red-hat-openshift-use-a-windows-vm-like-a-container: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60791,8 +64362,8 @@ https://developers.redhat.com/blog/2021/04/29/containerize-net-for-red-hat-opens v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/04/29/enhance-application-security-by-rotating-3scale-access-tokens: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60808,9 +64379,9 @@ https://developers.redhat.com/blog/2021/04/29/enhance-application-security-by-ro v2_locations: - developerportals.md year: N/A - addition_method: manual ? https://developers.redhat.com/blog/2021/05/04/event-driven-apis-and-schema-governance-for-apache-kafka-get-ready-for-kafka-summit-europe-2021 -: ai_summary: Synthesizes key themes of Kafka Summit Europe 2021, detailing patterns +: addition_method: manual + ai_summary: Synthesizes key themes of Kafka Summit Europe 2021, detailing patterns in distributed schema governance, central API catalogs, and microservice integration design protocols. complexity: Intermediate @@ -60836,8 +64407,8 @@ https://developers.redhat.com/blog/2021/04/29/enhance-application-security-by-ro v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/05/05/building-resilient-event-driven-architectures-with-apache-kafka: + addition_method: manual ai_summary: 'Curator Insight: A practical guide from Red Hat engineers on building resilient EDA systems using Kafka. Live Grounding: Explains foundational patterns such as retries, dead-letter queues (DLQ), and stateful stream processing to prevent @@ -60865,8 +64436,8 @@ https://developers.redhat.com/blog/2021/05/05/building-resilient-event-driven-ar v2_locations: - message-queue.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/05/05/kubernetes-configuration-patterns-part-2-patterns-for-kubernetes-controllers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60877,8 +64448,8 @@ https://developers.redhat.com/blog/2021/05/05/kubernetes-configuration-patterns- v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://developers.redhat.com/blog/2021/05/11/building-an-api-using-quarkus-from-the-ground-up: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60893,8 +64464,8 @@ https://developers.redhat.com/blog/2021/05/11/building-an-api-using-quarkus-from v2_locations: - java_frameworks.md year: N/A - 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kubernetes.md year: N/A - addition_method: manual https://developers.redhat.com/books/red-hat-universal-base-images-ubi: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60951,16 +64522,16 @@ https://developers.redhat.com/books/red-hat-universal-base-images-ubi: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets: + addition_method: manual last_checked: 1779388612.939602 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - openshift-pipelines.md - addition_method: manual https://developers.redhat.com/cheat-sheets/advanced-linux-commands: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60975,8 +64546,8 @@ https://developers.redhat.com/cheat-sheets/advanced-linux-commands: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/bash-shell-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -60991,8 +64562,8 @@ https://developers.redhat.com/cheat-sheets/bash-shell-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/buildah-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61007,8 +64578,8 @@ https://developers.redhat.com/cheat-sheets/buildah-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/containers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61023,8 +64594,8 @@ https://developers.redhat.com/cheat-sheets/containers: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/debezium-openshift-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61039,8 +64610,8 @@ https://developers.redhat.com/cheat-sheets/debezium-openshift-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/intermediate-linux-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61054,16 +64625,16 @@ https://developers.redhat.com/cheat-sheets/intermediate-linux-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/intermediate-linux-commands-cheat-sheet: + addition_method: manual last_checked: 1779388624.064413 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - cheatsheets.md - addition_method: manual https://developers.redhat.com/cheat-sheets/kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61078,8 +64649,8 @@ https://developers.redhat.com/cheat-sheets/kubernetes: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/linux-commands-cheat-sheet: + addition_method: manual ai_summary: A high-density reference cheat-sheet targeted specifically at application developers transitioning to backend hosting environments. It offers critical command blocks for networking, process controls, and permission setups. @@ -61105,8 +64676,8 @@ https://developers.redhat.com/cheat-sheets/linux-commands-cheat-sheet: v2_locations: - linux.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/microprofile-jwt: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61121,8 +64692,8 @@ https://developers.redhat.com/cheat-sheets/microprofile-jwt: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/microprofile-rest-client: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61137,8 +64708,8 @@ https://developers.redhat.com/cheat-sheets/microprofile-rest-client: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/nodejs-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61153,8 +64724,8 @@ https://developers.redhat.com/cheat-sheets/nodejs-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/odo-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61168,8 +64739,8 @@ https://developers.redhat.com/cheat-sheets/odo-cheat-sheet: v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/red-hat-openshift-container-platform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61184,8 +64755,8 @@ https://developers.redhat.com/cheat-sheets/red-hat-openshift-container-platform: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheets/writing-kubernetes-operator-java: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61203,8 +64774,8 @@ https://developers.redhat.com/cheat-sheets/writing-kubernetes-operator-java: - cheatsheets.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://developers.redhat.com/cheat-sheetsgit: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61218,8 +64789,8 @@ https://developers.redhat.com/cheat-sheetsgit: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/cheatsheets: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61233,8 +64804,8 @@ https://developers.redhat.com/cheatsheets: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/courses/openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61249,8 +64820,8 @@ https://developers.redhat.com/courses/openshift: v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/developer-sandbox: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61269,9 +64840,9 @@ https://developers.redhat.com/developer-sandbox: - demos.md - openshift.md year: N/A - addition_method: manual ? https://developers.redhat.com/developer-sandbox/activities/deploying-full-stack-javascript-applications-to-the-sandbox/part1 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030856.453827 @@ -61286,9 +64857,9 @@ https://developers.redhat.com/developer-sandbox: v2_locations: - demos.md year: N/A - addition_method: manual ? https://developers.redhat.com/developer-sandbox/activities/how-to-manage-microservices-using-openshift-dev-spaces-and-jkube -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032242.886458 @@ -61302,8 +64873,8 @@ https://developers.redhat.com/developer-sandbox: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://developers.redhat.com/developer-sandbox/activities/run-the-canary-deployment-pattern-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61318,8 +64889,8 @@ https://developers.redhat.com/developer-sandbox/activities/run-the-canary-deploy v2_locations: - kubernetes.md year: N/A - addition_method: manual https://developers.redhat.com/developer-sandbox/get-started: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61333,8 +64904,8 @@ https://developers.redhat.com/developer-sandbox/get-started: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://developers.redhat.com/developer-sandbox/how-to-deploy-java-application-in-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61349,8 +64920,8 @@ https://developers.redhat.com/developer-sandbox/how-to-deploy-java-application-i v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/devnation/tech-talks/10-kubernetes-tools: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61361,24 +64932,24 @@ https://developers.redhat.com/devnation/tech-talks/10-kubernetes-tools: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://developers.redhat.com/e-books: + addition_method: manual last_checked: 1779388623.331008 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - cheatsheets.md - addition_method: manual https://developers.redhat.com/e-books/kubernetes-operators: + addition_method: manual last_checked: 1779388708.813323 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - kubernetes.md - addition_method: manual https://developers.redhat.com/ebooks: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61392,56 +64963,56 @@ https://developers.redhat.com/ebooks: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/learn: + addition_method: manual last_checked: 1779388728.275748 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - elearning.md - addition_method: manual https://developers.redhat.com/learn/openshift: + addition_method: manual last_checked: 1779388875.086731 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - demos.md - addition_method: manual https://developers.redhat.com/learn/openshift/foundations-openshift: + addition_method: manual last_checked: 1779388577.714661 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp3.md - addition_method: manual https://developers.redhat.com/learn/openshift/how-deploy-full-stack-javascript-applications-openshift: + addition_method: manual last_checked: 1779388801.645952 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - demos.md - addition_method: manual https://developers.redhat.com/learn/openshift/how-manage-microservices-using-openshift-dev-spaces-and-jkube: + addition_method: manual last_checked: 1779388861.978125 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - kubernetes-client-libraries.md - addition_method: manual https://developers.redhat.com/learn/openshift/run-canary-deployment-pattern-kubernetes: + addition_method: manual last_checked: 1779388686.814635 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - kubernetes.md - addition_method: manual https://developers.redhat.com/openshift-commons/Operator-Lifecycle-Management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61452,8 +65023,8 @@ https://developers.redhat.com/openshift-commons/Operator-Lifecycle-Management: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/products/amq/overview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61469,8 +65040,8 @@ https://developers.redhat.com/products/amq/overview: - message-queue.md - prometheus.md year: N/A - addition_method: manual https://developers.redhat.com/products/cdk/overview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61486,8 +65057,8 @@ https://developers.redhat.com/products/cdk/overview: - ocp4.md - openshift.md year: N/A - addition_method: manual https://developers.redhat.com/products/datagrid/overview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61501,8 +65072,8 @@ https://developers.redhat.com/products/datagrid/overview: v2_locations: - caching.md year: N/A - addition_method: manual https://developers.redhat.com/products/developertoolset/overview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61516,16 +65087,16 @@ https://developers.redhat.com/products/developertoolset/overview: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://developers.redhat.com/products/eap: + addition_method: manual last_checked: 1779388875.790371 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - java_app_servers.md - addition_method: manual https://developers.redhat.com/products/eap/overview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61539,16 +65110,16 @@ https://developers.redhat.com/products/eap/overview: v2_locations: - java_app_servers.md year: N/A - addition_method: manual https://developers.redhat.com/products/mta: + addition_method: manual last_checked: 1779388567.936815 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://developers.redhat.com/products/mta/getting-started: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61563,8 +65134,8 @@ https://developers.redhat.com/products/mta/getting-started: v2_locations: - demos.md year: N/A - addition_method: manual https://developers.redhat.com/products/mta/overview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61578,8 +65149,8 @@ https://developers.redhat.com/products/mta/overview: v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/products/openjdk/download: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61594,32 +65165,32 @@ https://developers.redhat.com/products/openjdk/download: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://developers.redhat.com/products/red-hat-data-grid: + addition_method: manual last_checked: 1779388543.504617 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - caching.md - addition_method: manual https://developers.redhat.com/products/red-hat-developer-toolset: + addition_method: manual last_checked: 1779388644.066597 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - devel-sites.md - addition_method: manual https://developers.redhat.com/products/rhel: + addition_method: manual last_checked: 1779388728.481625 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - openshift.md - addition_method: manual https://developers.redhat.com/products/softwarecollections/overview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61633,16 +65204,16 @@ https://developers.redhat.com/products/softwarecollections/overview: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://developers.redhat.com/products/streams-for-apache-kafka: + addition_method: manual last_checked: 1779388373.375313 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - message-queue.md - addition_method: manual https://developers.redhat.com/promotions/docker-cheatsheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61656,24 +65227,24 @@ https://developers.redhat.com/promotions/docker-cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://developers.redhat.com/topics: + addition_method: manual last_checked: 1779388817.61652 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://developers.redhat.com/topics/enterprise-java: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029509.253294 v1_locations: - docs/demos.md - docs/java_app_servers.md - addition_method: manual https://developers.redhat.com/topics/kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61688,8 +65259,8 @@ https://developers.redhat.com/topics/kubernetes: v2_locations: - ocp4.md year: N/A - addition_method: manual https://developers.redhat.com/topics/python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61705,8 +65276,8 @@ https://developers.redhat.com/topics/python: v2_locations: - python.md year: N/A - addition_method: manual https://developers.redhat.com/topics/serverless-architecture: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61722,8 +65293,8 @@ https://developers.redhat.com/topics/serverless-architecture: - ocp4.md - serverless.md year: N/A - addition_method: manual https://developers.redhat.com/topics/service-mesh: + addition_method: manual ai_summary: An enterprise guide from Red Hat analyzing how to integrate and secure microservice platforms on OpenShift using Istio Service Mesh configurations. complexity: Advanced @@ -61748,8 +65319,8 @@ https://developers.redhat.com/topics/service-mesh: v2_locations: - istio.md year: N/A - addition_method: manual https://developers.soundcloud.com/blog/service-architecture-1: + addition_method: manual content_hash: 4545d4e9d8c29ea81d100e9877f472bceef0c295102694cae9a4fb8fd1fd2b49 description: '' health_score: 100.0 @@ -61766,8 +65337,8 @@ https://developers.soundcloud.com/blog/service-architecture-1: v2_locations: - introduction.md year: N/A - addition_method: manual https://develosapiens.wordpress.com/2015/05/08/playing-with-gradle: + addition_method: manual ai_summary: A historic blog post exploring early Gradle configurations and setup. Kept strictly for archive reference, as modern Gradle projects use much newer DSL variants. @@ -61795,8 +65366,8 @@ https://develosapiens.wordpress.com/2015/05/08/playing-with-gradle: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://devhints.io/go: + addition_method: manual ai_summary: Curator Insight highlights a concise, single-page reference sheet covering Go syntax, control flow, channels, and basic standard library interfaces. Live Grounding confirms this is a widely-used cheatsheet for quick syntax lookups during @@ -61826,8 +65397,8 @@ https://devhints.io/go: - golang.md - cheatsheets.md year: N/A - addition_method: manual https://devineer.medium.com/get-to-grips-with-kubernetes-volumes-a-practical-tutorial-c41853c64f02: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61841,8 +65412,8 @@ https://devineer.medium.com/get-to-grips-with-kubernetes-volumes-a-practical-tut v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://devineer.medium.com/kubernetes-services-explained-22b4dd11de02: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61856,8 +65427,8 @@ https://devineer.medium.com/kubernetes-services-explained-22b4dd11de02: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devlibrary.withgoogle.com: + addition_method: manual content_hash: fd176b1080cd3a1372c3217319f287f4140a6a8880b68f2a6ec52d73ab8e1a44 description: '' health_score: 100.0 @@ -61873,8 +65444,8 @@ https://devlibrary.withgoogle.com: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://devm.io/blog: + addition_method: manual content_hash: af0e579b8af82e70a440f6560e36d407b0d317671fa59aa850bdb99cd960ac1b health_score: 100.0 last_checked: 1779130495.022048 @@ -61888,8 +65459,8 @@ https://devm.io/blog: v2_locations: - java_frameworks.md - grafana.md - addition_method: manual https://devm.io/kubernetes/kubernetes-bigger-173675: + addition_method: manual content_hash: e8c11eee0bd9a18ca66242549eddb506d8ac07336853cfdef4914ca4dd2f3c92 health_score: 100.0 last_checked: 1779130494.941407 @@ -61901,8 +65472,8 @@ https://devm.io/kubernetes/kubernetes-bigger-173675: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://devm.io/kubernetes/kubernetes-extensions-172215: + addition_method: manual content_hash: ad77ee5635778fad9f340027e39f39ff91c2a5661d19805d21dbf84d2c5bade0 health_score: 100.0 last_checked: 1779130494.922659 @@ -61914,8 +65485,8 @@ https://devm.io/kubernetes/kubernetes-extensions-172215: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://devm.io/kubernetes/kubernetes-practical-implications-171647: + addition_method: manual content_hash: 02c65f76a0e4649fbd83c6d263520f4ae8fa52963108926c9df3b652755c1212 health_score: 100.0 last_checked: 1779130494.992432 @@ -61927,8 +65498,8 @@ https://devm.io/kubernetes/kubernetes-practical-implications-171647: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://devm.io/microservices/cicd-microservices-docker-162408: + addition_method: manual content_hash: c3619f230dddc840b5f49829a010f655ecc8c8fa7bb3da5d42e176ed1de7eff2 health_score: 100.0 last_checked: 1779130494.940063 @@ -61942,8 +65513,46 @@ https://devm.io/microservices/cicd-microservices-docker-162408: v2_locations: - jenkins.md - java_frameworks.md - addition_method: manual +https://devops-daily.com/games/linux-terminal: + addition_method: automatic + ai_summary: 'An interactive, browser-based Linux training terminal constructed to + teach system concepts through graded micro-challenges. + + - The sandbox guides users through essential operating system operations including + standard stream redirection, system resource querying, and grep searches. + + - Highly tailored to provide beginner-to-intermediate operators with immediate + command-execution feedback, removing local environment configuration friction.' + category: linux-dev-env + complexity: Beginner + content_hash: 3cd3eb8f6a8efd06b5157f2c33f510244bf69c6bccfac35e335b838a4f496d0e + description: An in-browser, sandboxed interactive tutorial for learning and testing + Linux shell commands, file navigation, and globbing syntax. + hierarchy: + - Systems Administration + - Linux Command Line + - Interactive Learning + - DevOps Foundations + is_microservice: false + language: en + last_checked: 1780352838.801116 + reputation_status: Vetted + reputation_summary: No reputation penalty. Very popular educational sub-module of + devops-daily.com maintained by Bobby Iliev. Praised across DEV community and Reddit + as an active, high-quality interactive sandbox. + resource_type: website + social_preview_url: https://devops-daily.com/images/games/linux-terminal-og.png + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: devops-education + tags: + - '[GUIDE]' + - '[COMMUNITY-TOOL]' + title: DevOps Daily — Interactive Linux Terminal Simulator + year: '2026' https://devops.cisel.ch/kubernetes-operational-tools-you-must-try: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -61957,8 +65566,8 @@ https://devops.cisel.ch/kubernetes-operational-tools-you-must-try: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://devops.com: + addition_method: manual content_hash: 03b7cb30dedc74c3c501faff495377273ca7a5e8255da0318264d2cfa1fece73 description: '' health_score: 100.0 @@ -61974,8 +65583,8 @@ https://devops.com: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/11-open-source-devops-tools-we-love-for-2021: + addition_method: manual ai_summary: Informative industry aggregation focusing on core open source DevOps offerings that matured during the 2021 cloud-native push, highlighting utilities for testing, containerization, and configuration. @@ -62001,8 +65610,8 @@ https://devops.com/11-open-source-devops-tools-we-love-for-2021: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://devops.com/11-steps-to-a-successful-devops-career: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62017,8 +65626,8 @@ https://devops.com/11-steps-to-a-successful-devops-career: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/15-must-jenkins-plugins-increase-productivity: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62033,8 +65642,8 @@ https://devops.com/15-must-jenkins-plugins-increase-productivity: v2_locations: - jenkins.md year: N/A - addition_method: manual https://devops.com/5-tips-for-a-successful-devops-implementation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62048,8 +65657,8 @@ https://devops.com/5-tips-for-a-successful-devops-implementation: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/6-advantages-of-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62064,8 +65673,8 @@ https://devops.com/6-advantages-of-microservices: v2_locations: - introduction.md year: N/A - addition_method: manual https://devops.com/6-signs-youre-doing-devops-correctly: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62080,8 +65689,8 @@ https://devops.com/6-signs-youre-doing-devops-correctly: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/7-popular-open-source-ci-cd-tools: + addition_method: manual ai_summary: 'Curator Insight: Comparative survey of prominent open-source continuous integration and deployment engines. Live Grounding: Analyzes Jenkins, GitLab, Tekton, and others, contrasting their resource overheads and declarative features. @@ -62110,8 +65719,8 @@ https://devops.com/7-popular-open-source-ci-cd-tools: - cicd.md - jenkins-alternatives.md year: N/A - addition_method: manual https://devops.com/7-trends-influencing-devops-and-devsecops-adoption: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62126,8 +65735,8 @@ https://devops.com/7-trends-influencing-devops-and-devsecops-adoption: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/8-hot-takes-will-we-see-a-monolithic-renaissance: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62142,8 +65751,8 @@ https://devops.com/8-hot-takes-will-we-see-a-monolithic-renaissance: v2_locations: - introduction.md year: N/A - addition_method: manual https://devops.com/8-security-considerations-for-ci-cd: + addition_method: manual ai_summary: Outlines foundational security rules for continuous integration and delivery pipelines, addressing secret management, environment isolation, source code integrity, and third-party dependency scanning. Serves as a high-level checklist @@ -62170,8 +65779,8 @@ https://devops.com/8-security-considerations-for-ci-cd: v2_locations: - cicd.md year: N/A - addition_method: manual https://devops.com/a-devops-reset-for-a-multi-cloud-world: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62186,8 +65795,8 @@ https://devops.com/a-devops-reset-for-a-multi-cloud-world: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/best-practices-for-application-performance-testing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62202,8 +65811,8 @@ https://devops.com/best-practices-for-application-performance-testing: v2_locations: - qa.md year: N/A - addition_method: manual https://devops.com/breaking-down-silos-applying-open-source-practices-in-the-workplace: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62218,8 +65827,8 @@ https://devops.com/breaking-down-silos-applying-open-source-practices-in-the-wor v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://devops.com/building-on-terraform-evolution-not-revolution: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62234,8 +65843,8 @@ https://devops.com/building-on-terraform-evolution-not-revolution: v2_locations: - terraform.md year: N/A - addition_method: manual https://devops.com/catchpoint-to-acquire-webpagetest-org: + addition_method: manual ai_summary: Examines Catchpoint’s strategic acquisition of the highly popular open-source tool WebPageTest. Highlights long-term development roadmaps and standardizations for internet performance tools. @@ -62261,8 +65870,8 @@ https://devops.com/catchpoint-to-acquire-webpagetest-org: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://devops.com/clubhouse-becomes-shortcut-to-transform-software-project-management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62277,8 +65886,8 @@ https://devops.com/clubhouse-becomes-shortcut-to-transform-software-project-mana v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://devops.com/continuous-security-the-next-evolution-of-ci-cd: + addition_method: manual ai_summary: Explores the integration of security automation directly into CI/CD workflows, turning traditional point-in-time checks into continuous feedback loops. Detail-oriented strategies focus on orchestrating static analysis, software composition @@ -62307,8 +65916,8 @@ https://devops.com/continuous-security-the-next-evolution-of-ci-cd: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/continuous-testing-practices-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62323,8 +65932,8 @@ https://devops.com/continuous-testing-practices-part-1: v2_locations: - qa.md year: N/A - addition_method: manual https://devops.com/continuous-testing-practices-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62334,8 +65943,8 @@ https://devops.com/continuous-testing-practices-part-2: v1_locations: - docs/qa.md year: N/A - addition_method: manual https://devops.com/day-2-for-the-operator-ecosystem: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62350,8 +65959,8 @@ https://devops.com/day-2-for-the-operator-ecosystem: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://devops.com/day-in-the-life-of-a-site-reliability-engineer-sre: + addition_method: manual ai_summary: A detailed technical narrative outlining the day-to-day work patterns of an active SRE. It details technical duties such as managing on-call alert systems, performing root-cause evaluations, coding infrastructure automation, and consulting @@ -62378,8 +65987,8 @@ https://devops.com/day-in-the-life-of-a-site-reliability-engineer-sre: v2_locations: - sre.md year: N/A - addition_method: manual https://devops.com/declarative-compliance-with-policy-as-code-and-gitops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62395,8 +66004,8 @@ https://devops.com/declarative-compliance-with-policy-as-code-and-gitops: - gitops.md - index.md year: N/A - addition_method: manual https://devops.com/devops-as-a-service-migrating-your-entire-devops-stack-to-the-cloud: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62411,8 +66020,8 @@ https://devops.com/devops-as-a-service-migrating-your-entire-devops-stack-to-the v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/devops-for-the-development-and-delivery-of-high-performance-applications: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62428,8 +66037,8 @@ https://devops.com/devops-for-the-development-and-delivery-of-high-performance-a v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/devops-security-your-complete-checklist: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62443,8 +66052,8 @@ https://devops.com/devops-security-your-complete-checklist: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/devops-teams-struggling-to-keep-secrets: + addition_method: manual ai_summary: An industry survey highlighting operational struggles modern engineering teams face in managing and securing access tokens, certificates, and API keys within dynamic, rapid-delivery cycles. @@ -62470,8 +66079,8 @@ https://devops.com/devops-teams-struggling-to-keep-secrets: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/devops-trends-to-watch-in-2021: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62486,8 +66095,8 @@ https://devops.com/devops-trends-to-watch-in-2021: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/devsecops-in-azure: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62502,8 +66111,8 @@ https://devops.com/devsecops-in-azure: v2_locations: - azure.md year: N/A - addition_method: manual https://devops.com/devsecops-trends-for-2021: + addition_method: manual ai_summary: 'Analyzes the shift-left security trends that reshaped CI/CD integrations throughout the decade. Contrast: Curator Insight highlights early tooling trends, while Live Grounding confirms these trends matured into standard eBPF monitoring @@ -62531,8 +66140,8 @@ https://devops.com/devsecops-trends-for-2021: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/dynatrace-advances-application-environments-as-code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62547,8 +66156,8 @@ https://devops.com/dynatrace-advances-application-environments-as-code: v2_locations: - monitoring.md year: N/A - addition_method: manual https://devops.com/finops-foundation-to-help-rein-in-cloud-costs: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62563,8 +66172,8 @@ https://devops.com/finops-foundation-to-help-rein-in-cloud-costs: v2_locations: - finops.md year: N/A - addition_method: manual https://devops.com/five-steps-to-successful-devops-culture: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62578,8 +66187,8 @@ https://devops.com/five-steps-to-successful-devops-culture: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/from-agile-to-devops-to-devsecops-the-next-evolution: + addition_method: manual ai_summary: 'Charts the evolutionary process of software delivery paradigms from Agile pipelines to highly secure, integrated DevSecOps models. Contrast: Curator Insight emphasizes process taxonomy changes, while Live Grounding demonstrates @@ -62607,15 +66216,15 @@ https://devops.com/from-agile-to-devops-to-devsecops-the-next-evolution: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/google-dora-report-shows-modest-devops-gains: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032251.797263 v1_locations: - docs/devops.md - addition_method: manual https://devops.com/grafana-labs-acquires-assert-ai-to-bring-ai-to-observability: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62630,8 +66239,8 @@ https://devops.com/grafana-labs-acquires-assert-ai-to-bring-ai-to-observability: v2_locations: - grafana.md year: N/A - addition_method: manual https://devops.com/great-resignation-spurs-interest-in-tech-certifications: + addition_method: manual ai_summary: Examines the acceleration of DevOps and cloud certification pursuit during career transitions. Synthesizes market demand for structured, validated competencies (AWS, Kubernetes, Terraform) with organizational priorities for standardizing @@ -62658,8 +66267,8 @@ https://devops.com/great-resignation-spurs-interest-in-tech-certifications: v2_locations: - recruitment.md year: N/A - addition_method: manual https://devops.com/hansura-launches-beta-of-graphql-based-remote-joins-tool: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62674,8 +66283,8 @@ https://devops.com/hansura-launches-beta-of-graphql-based-remote-joins-tool: v2_locations: - api.md year: N/A - addition_method: manual https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-processing-in-iot-edge-and-cloud-environments: + addition_method: manual ai_summary: This article highlights Hazelcast's integration of stream processing and in-memory data store capabilities. Focuses on low-latency streaming applications for edge environments, high-throughput IoT networks, and real-time analytical @@ -62704,8 +66313,8 @@ https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-proce v2_locations: - message-queue.md year: N/A - addition_method: manual https://devops.com/how-are-api-management-and-service-mesh-different: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62720,8 +66329,8 @@ https://devops.com/how-are-api-management-and-service-mesh-different: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://devops.com/how-centralized-log-management-can-save-your-company: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62736,8 +66345,8 @@ https://devops.com/how-centralized-log-management-can-save-your-company: v2_locations: - monitoring.md year: N/A - addition_method: manual https://devops.com/how-containers-simplify-devops-workflows-and-ci-cd-pipelines: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62753,8 +66362,8 @@ https://devops.com/how-containers-simplify-devops-workflows-and-ci-cd-pipelines: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/how-good-developers-become-good-engineering-managers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62769,8 +66378,8 @@ https://devops.com/how-good-developers-become-good-engineering-managers: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://devops.com/how-sres-benefit-from-feature-flags: + addition_method: manual ai_summary: This technical analysis shows how progressive delivery using feature flags supports high-availability operations. It details how feature flag infrastructure enables instant software rollbacks, controlled canary tests, and reduced operational @@ -62797,8 +66406,8 @@ https://devops.com/how-sres-benefit-from-feature-flags: v2_locations: - sre.md year: N/A - addition_method: manual https://devops.com/how-the-sre-role-is-evolving: + addition_method: manual ai_summary: A technical essay tracking the evolution of the SRE role. Explains how advances in telemetry networks and AIOps automated loops are rewriting standard reliability metrics. @@ -62824,8 +66433,8 @@ https://devops.com/how-the-sre-role-is-evolving: v2_locations: - sre.md year: N/A - addition_method: manual https://devops.com/how-to-automate-pki-for-devops-with-open-source-tools: + addition_method: manual ai_summary: A technical guide to automating PKI operations inside fast-paced engineering organizations. Contrasts native certificate authority configurations with cloud integrations to establish dynamic trust lifecycles across container fleets. @@ -62851,8 +66460,8 @@ https://devops.com/how-to-automate-pki-for-devops-with-open-source-tools: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/how-to-implement-an-effective-ci-cd-pipeline: + addition_method: manual ai_summary: 'Curator Insight: Establishes a step-by-step roadmap for standardizing automated software delivery paths. Live Grounding: Emphasizes the critical nature of unit testing, security scanning, and container-based environments in modern @@ -62879,8 +66488,8 @@ https://devops.com/how-to-implement-an-effective-ci-cd-pipeline: v2_locations: - cicd.md year: N/A - addition_method: manual https://devops.com/how-to-migrate-existing-infrastructure-to-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62895,8 +66504,8 @@ https://devops.com/how-to-migrate-existing-infrastructure-to-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://devops.com/how-to-seamlessly-transition-to-devsecops: + addition_method: manual ai_summary: Provides a pragmatic roadmap for organizations transitioning from siloed security operations to highly collaborative DevSecOps models. Highlights the importance of automated guardrails, developer education, and shared metrics to drive cultural @@ -62924,8 +66533,8 @@ https://devops.com/how-to-seamlessly-transition-to-devsecops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/how-to-successfully-integrate-security-and-devops: + addition_method: manual ai_summary: 'Provides an entry-level strategic blueprint for bridging the cultural divide between development, operations, and security teams. Contrast: Curator Insight points to team-centric metrics, while Live Grounding confirms that practical @@ -62954,8 +66563,8 @@ https://devops.com/how-to-successfully-integrate-security-and-devops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/implementing-message-queue-in-kubernetes: + addition_method: manual ai_summary: Evaluates the operational paradigms, stateful challenges, and strategies when setting up distributed message brokers natively inside Kubernetes environments. Discusses dynamic volume allocations, stateful sets, and persistent cloud networking @@ -62983,8 +66592,8 @@ https://devops.com/implementing-message-queue-in-kubernetes: v2_locations: - message-queue.md year: N/A - addition_method: manual https://devops.com/infrastructure-abstraction-will-be-key-to-managing-multi-cloud: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -62999,8 +66608,8 @@ https://devops.com/infrastructure-abstraction-will-be-key-to-managing-multi-clou v2_locations: - introduction.md year: N/A - addition_method: manual https://devops.com/is-noops-the-future-of-cloud-networking: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63015,8 +66624,8 @@ https://devops.com/is-noops-the-future-of-cloud-networking: v2_locations: - noops.md year: N/A - addition_method: manual https://devops.com/kubernetes-jenkins-master-slave-scaling-the-scalability-issue: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63031,8 +66640,8 @@ https://devops.com/kubernetes-jenkins-master-slave-scaling-the-scalability-issue v2_locations: - jenkins.md year: N/A - addition_method: manual https://devops.com/languages-and-devops-recommendations: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63047,8 +66656,8 @@ https://devops.com/languages-and-devops-recommendations: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/make-github-backups-part-of-your-development-process: + addition_method: manual ai_summary: Analyzes the critical operational need to treat third-party repository platforms as soft targets requiring independent backup infrastructure. It advocates for localized automated archiving strategies to secure source code intellectual @@ -63075,8 +66684,8 @@ https://devops.com/make-github-backups-part-of-your-development-process: v2_locations: - git.md year: N/A - addition_method: manual https://devops.com/measuring-technical-debt: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63091,8 +66700,8 @@ https://devops.com/measuring-technical-debt: v2_locations: - introduction.md year: N/A - addition_method: manual https://devops.com/measuring-the-progress-of-the-opentelemetry-project: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63107,8 +66716,8 @@ https://devops.com/measuring-the-progress-of-the-opentelemetry-project: v2_locations: - demos.md year: N/A - addition_method: manual https://devops.com/nine-pillars-of-devops-best-practices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63123,8 +66732,8 @@ https://devops.com/nine-pillars-of-devops-best-practices: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/pulumi-moves-to-automate-cloud-infrastructure-provisioning: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63139,8 +66748,8 @@ https://devops.com/pulumi-moves-to-automate-cloud-infrastructure-provisioning: v2_locations: - pulumi.md year: N/A - addition_method: manual https://devops.com/red-hat-extends-scope-of-ansible-automation-ambitions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63155,8 +66764,8 @@ https://devops.com/red-hat-extends-scope-of-ansible-automation-ambitions: v2_locations: - ansible.md year: N/A - addition_method: manual https://devops.com/secdevops-is-the-solution-to-cybersecurity: + addition_method: manual ai_summary: 'Argues for SecDevOps as a necessary architectural standard rather than an afterthought. Contrast: Curator Insight highlights organizational naming patterns, while Live Grounding emphasizes that security must be treated as native code to @@ -63183,8 +66792,8 @@ https://devops.com/secdevops-is-the-solution-to-cybersecurity: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/securing-your-software-development-pipelines: + addition_method: manual ai_summary: 'Addresses operational mechanisms needed to secure build pipelines, artifact repositories, and build nodes from compromise. Contrast: Curator Insight targets basic registry access permissions, while Live Grounding proves that isolating @@ -63212,8 +66821,8 @@ https://devops.com/securing-your-software-development-pipelines: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/serverless-computing-moving-from-devops-to-noops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63228,8 +66837,8 @@ https://devops.com/serverless-computing-moving-from-devops-to-noops: v2_locations: - noops.md year: N/A - addition_method: manual https://devops.com/shift-right-testing-the-emergence-of-testops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63244,8 +66853,8 @@ https://devops.com/shift-right-testing-the-emergence-of-testops: v2_locations: - testops.md year: N/A - addition_method: manual https://devops.com/site-reliability-engineering-101-devops-versus-sre: + addition_method: manual ai_summary: An introductory, high-density primer defining what Site Reliability Engineering is, framing its core metrics and comparing its functional goals directly against DevOps. @@ -63271,8 +66880,8 @@ https://devops.com/site-reliability-engineering-101-devops-versus-sre: v2_locations: - sre.md year: N/A - addition_method: manual https://devops.com/sre-devops-cloud-native-server-cage-match: + addition_method: manual ai_summary: A deep-dive technical comparison contrasting DevOps pipelines, SRE operational standards, and Cloud-Native application patterns inside modern server architecture. complexity: Intermediate @@ -63297,8 +66906,8 @@ https://devops.com/sre-devops-cloud-native-server-cage-match: v2_locations: - sre.md year: N/A - addition_method: manual https://devops.com/sre-vs-devops-false-distinction: + addition_method: manual ai_summary: An editorial analyzing the perceived conflict between DevOps and SRE, detailing why they should be integrated as complementary mechanisms for robust microservices delivery. @@ -63324,8 +66933,8 @@ https://devops.com/sre-vs-devops-false-distinction: v2_locations: - sre.md year: N/A - addition_method: manual https://devops.com/sre-vs-platform-engineering-whats-the-difference: + addition_method: manual ai_summary: A critical examination of the conceptual and practical differences between SRE and Platform Engineering. It illustrates how SRE prioritizes system-centric stability, SLO management, and incident response, while Platform Engineering focuses @@ -63352,8 +66961,8 @@ https://devops.com/sre-vs-platform-engineering-whats-the-difference: v2_locations: - sre.md year: N/A - addition_method: manual https://devops.com/survey-shows-mounting-devops-frustration-and-costs: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63368,8 +66977,8 @@ https://devops.com/survey-shows-mounting-devops-frustration-and-costs: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/survey-surfaces-high-reliance-on-devops-to-build-and-deploy-apis: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63385,8 +66994,8 @@ https://devops.com/survey-surfaces-high-reliance-on-devops-to-build-and-deploy-a v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/the-argo-project-making-gitops-practical: + addition_method: manual ai_summary: Reviews the strategic goals of the CNCF Argo ecosystem (CD, Workflows, Rollouts, Events), detailing how unified toolchains implement clean production GitOps architectures. @@ -63412,8 +67021,8 @@ https://devops.com/the-argo-project-making-gitops-practical: v2_locations: - argo.md year: N/A - addition_method: manual https://devops.com/the-devops-bottleneck-why-iac-orchestration-is-the-missing-piece: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63432,8 +67041,8 @@ https://devops.com/the-devops-bottleneck-why-iac-orchestration-is-the-missing-pi - devops.md - iac.md year: N/A - addition_method: manual https://devops.com/the-evolving-devops-journey-continuous-mindset-starts-with-cultural-change: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63449,8 +67058,8 @@ https://devops.com/the-evolving-devops-journey-continuous-mindset-starts-with-cu v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/the-fallacy-of-continuous-integration-delivery-and-testing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63465,8 +67074,8 @@ https://devops.com/the-fallacy-of-continuous-integration-delivery-and-testing: v2_locations: - monitoring.md year: N/A - addition_method: manual https://devops.com/the-real-pipeline: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63481,8 +67090,8 @@ https://devops.com/the-real-pipeline: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/the-rise-of-netdevops-and-ci-cd-pipeline-solutions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63497,8 +67106,8 @@ https://devops.com/the-rise-of-netdevops-and-ci-cd-pipeline-solutions: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/tips-for-a-successful-devsecops-life-cycle: + addition_method: manual ai_summary: 'A granular walkthrough detailing how to embed automated security checkpoints across each phase of the application development lifecycle. Contrast: Curator Insight focuses on sequential steps, whereas Live Grounding demonstrates that @@ -63526,8 +67135,8 @@ https://devops.com/tips-for-a-successful-devsecops-life-cycle: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/top-10-best-practices-for-jenkins-pipeline-plugin: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63542,8 +67151,8 @@ https://devops.com/top-10-best-practices-for-jenkins-pipeline-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://devops.com/top-nine-skills-for-sres-to-master: + addition_method: manual ai_summary: Highlights the nine core disciplines mandatory for modern SRE professionals. Essential competencies include programming, software-defined networking, container orchestration, proactive observability, secure deployment design, and automated @@ -63570,8 +67179,8 @@ https://devops.com/top-nine-skills-for-sres-to-master: v2_locations: - sre.md year: N/A - addition_method: manual https://devops.com/transform-legacy-java-apps-to-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63586,8 +67195,8 @@ https://devops.com/transform-legacy-java-apps-to-microservices: v2_locations: - introduction.md year: N/A - addition_method: manual https://devops.com/transform-mobile-devops-into-mobile-devsecops: + addition_method: manual ai_summary: 'Explores the unique pipeline, binary scanning, and code-signing security constraints native to mobile DevSecOps workflows. Contrast: Curator Insight highlights simple build pipeline configurations, while Live Grounding validates that secure @@ -63615,8 +67224,8 @@ https://devops.com/transform-mobile-devops-into-mobile-devsecops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/unlocking-your-devops-automation-mindset: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63631,8 +67240,8 @@ https://devops.com/unlocking-your-devops-automation-mindset: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/up-your-devops-game-its-time-for-noops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63647,8 +67256,8 @@ https://devops.com/up-your-devops-game-its-time-for-noops: v2_locations: - noops.md year: N/A - addition_method: manual https://devops.com/updating-and-managing-infrastructure-as-code-iac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63663,8 +67272,8 @@ https://devops.com/updating-and-managing-infrastructure-as-code-iac: v2_locations: - iac.md year: N/A - addition_method: manual https://devops.com/using-jenkins-configuration-as-code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63679,8 +67288,8 @@ https://devops.com/using-jenkins-configuration-as-code: v2_locations: - jenkins.md year: N/A - addition_method: manual https://devops.com/using-llms-to-automate-pipeline-conversions-from-legacy-to-tekton: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63695,8 +67304,8 @@ https://devops.com/using-llms-to-automate-pipeline-conversions-from-legacy-to-te v2_locations: - tekton.md year: N/A - addition_method: manual https://devops.com/vfunction-automates-conversion-of-java-apps-to-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63711,8 +67320,8 @@ https://devops.com/vfunction-automates-conversion-of-java-apps-to-microservices: v2_locations: - introduction.md year: N/A - addition_method: manual https://devops.com/web-application-security-is-not-api-security: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63727,8 +67336,8 @@ https://devops.com/web-application-security-is-not-api-security: v2_locations: - api.md year: N/A - addition_method: manual https://devops.com/whats-the-difference-between-devops-and-platform-engineering: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63742,8 +67351,8 @@ https://devops.com/whats-the-difference-between-devops-and-platform-engineering: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/when-to-use-api-management-and-service-mesh-together: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63758,8 +67367,8 @@ https://devops.com/when-to-use-api-management-and-service-mesh-together: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://devops.com/where-does-observability-stand-today-and-where-is-it-going-next: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63775,8 +67384,8 @@ https://devops.com/where-does-observability-stand-today-and-where-is-it-going-ne v2_locations: - monitoring.md year: N/A - addition_method: manual https://devops.com/why-boring-tech-is-best-to-avoid-a-microservices-mess: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63791,8 +67400,8 @@ https://devops.com/why-boring-tech-is-best-to-avoid-a-microservices-mess: v2_locations: - introduction.md year: N/A - addition_method: manual https://devops.com/why-monitoring-as-code-will-be-a-must-for-devops-teams: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63807,8 +67416,8 @@ https://devops.com/why-monitoring-as-code-will-be-a-must-for-devops-teams: v2_locations: - monitoring.md year: N/A - addition_method: manual https://devops.com/why-mttr-is-a-vital-metric-for-devops-teams: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63823,8 +67432,8 @@ https://devops.com/why-mttr-is-a-vital-metric-for-devops-teams: v2_locations: - devops.md year: N/A - addition_method: manual https://devops.com/why-traditional-approaches-to-api-security-dont-work: + addition_method: manual ai_summary: Analyzes why legacy perimeter-based security controls fail when applied to distributed, API-driven architectures. Proposes a DevSecOps-aligned framework that integrates shift-left API design validation, automated schema compliance, @@ -63852,8 +67461,8 @@ https://devops.com/why-traditional-approaches-to-api-security-dont-work: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devops.com/yeah-youre-doing-devops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -63868,8 +67477,8 @@ https://devops.com/yeah-youre-doing-devops: v2_locations: - devops.md year: N/A - addition_method: manual https://devopscube.com: + addition_method: manual content_hash: 8115f2fc6e61c5c1ab371459e28b12eb983e9da65c4fee0070e6bf8cce5c1634 description: '' health_score: 100.0 @@ -63887,8 +67496,8 @@ https://devopscube.com: - kubernetes.md - devops.md year: N/A - addition_method: manual https://devopscube.com/automate-ebs-snapshot-creation-deletion: + addition_method: manual ai_summary: Explains various mechanisms for lifecycle management of AWS EBS snapshots. Covers automated configuration using Amazon DLM (Data Lifecycle Manager), custom Lambda functions, and AWS CLI scripts. @@ -63915,8 +67524,8 @@ https://devopscube.com/automate-ebs-snapshot-creation-deletion: v2_locations: - aws-storage.md year: N/A - addition_method: manual https://devopscube.com/become-devops-engineer: + addition_method: manual content_hash: 7e0fd2cb66131ee011aa96499e05b45f523338ae83ca5587ff48a456377624b5 description: '' health_score: 100.0 @@ -63932,8 +67541,8 @@ https://devopscube.com/become-devops-engineer: v2_locations: - devops.md year: N/A - addition_method: manual https://devopscube.com/build-docker-image: + addition_method: manual content_hash: af9d36b55fb271021250b2f8f78445be556efc17c388423b3139e0bf7f17abd7 description: '' health_score: 100.0 @@ -63949,8 +67558,8 @@ https://devopscube.com/build-docker-image: v2_locations: - docker.md year: N/A - addition_method: manual https://devopscube.com/build-docker-image-kubernetes-pod: + addition_method: manual content_hash: 78e4c1873fcfd3904a6fa2ee9acc239f43701f58d236ba931de3e1760ded7d0a description: '' health_score: 100.0 @@ -63966,8 +67575,8 @@ https://devopscube.com/build-docker-image-kubernetes-pod: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://devopscube.com/configure-ingress-tls-kubernetes: + addition_method: manual content_hash: 7bbb8454177986fd7e82e0ba5bb8dc3d6621a435497a7c230b2b839c534ed629 description: '' health_score: 100.0 @@ -63983,8 +67592,8 @@ https://devopscube.com/configure-ingress-tls-kubernetes: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://devopscube.com/create-kubernetes-jobs-cron-jobs: + addition_method: manual content_hash: 93cf35966e74c2fe19e0154d19cf7c9fba267ff638ff1d8a3c38922a6a7df60f description: '' health_score: 100.0 @@ -64001,8 +67610,8 @@ https://devopscube.com/create-kubernetes-jobs-cron-jobs: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopscube.com/create-kubernetes-role: + addition_method: manual content_hash: 7a85dc1716b5e43c9280b59c968a0e1d23768a05aa483f4f86408fa786d3627f description: '' health_score: 100.0 @@ -64013,8 +67622,8 @@ https://devopscube.com/create-kubernetes-role: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://devopscube.com/deploy-postgresql-statefulset: + addition_method: manual content_hash: b7bccf70f4655f4e5aa50cae740b74349df5db96143075d430fb3cb3ed2735c5 description: '' health_score: 100.0 @@ -64031,8 +67640,8 @@ https://devopscube.com/deploy-postgresql-statefulset: v2_locations: - databases.md year: N/A - addition_method: manual https://devopscube.com/docker-containers-as-build-slaves-jenkins: + addition_method: manual content_hash: 95f9b613753d8330b219ad7e994e10a0e45d2d8fc1a5c85e3589e302be41d8f4 description: '' health_score: 100.0 @@ -64048,8 +67657,8 @@ https://devopscube.com/docker-containers-as-build-slaves-jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://devopscube.com/immutable-infrastructure: + addition_method: manual content_hash: 535d7565919ce673869ef55844b4ab04a74ccc2ef553624826e9bf4e6112ffd0 description: '' health_score: 100.0 @@ -64065,16 +67674,16 @@ https://devopscube.com/immutable-infrastructure: v2_locations: - iac.md year: N/A - addition_method: manual https://devopscube.com/ip-address-tutorial: + addition_method: manual content_hash: f3aababc0746bfbe3e103424dca77983ac65403e93d2679ce9457934b6738c4c health_score: 100.0 last_checked: 1779030842.898023 needs_ai_refresh: true v1_locations: - docs/networking.md - addition_method: manual https://devopscube.com/jenkins-architecture-explained: + addition_method: manual content_hash: b83a481109086be485810f0a169cfc8ecf7fc930de24a782ef10b9d6c057ef11 description: '' health_score: 100.0 @@ -64090,8 +67699,8 @@ https://devopscube.com/jenkins-architecture-explained: v2_locations: - jenkins.md year: N/A - addition_method: manual https://devopscube.com/jenkins-build-agents-kubernetes: + addition_method: manual content_hash: c980199337834494987f4e5dd8a248e8f4e0c70b20e282af53e375915c443c2b description: '' health_score: 100.0 @@ -64108,8 +67717,8 @@ https://devopscube.com/jenkins-build-agents-kubernetes: v2_locations: - demos.md year: N/A - addition_method: manual https://devopscube.com/jenkins-pipeline-as-code: + addition_method: manual content_hash: 7c5e05659e98522d467392b57d46c28afd49992c3aace081067d0d344f46ddb3 description: '' health_score: 100.0 @@ -64125,8 +67734,8 @@ https://devopscube.com/jenkins-pipeline-as-code: v2_locations: - jenkins.md year: N/A - addition_method: manual https://devopscube.com/key-considerations-kubernetes-cluster-design-setup: + addition_method: manual content_hash: 9fa04022b10d5c3d20dec9f7442dd990a0362a12bb831211a903baad02af8f02 description: '' health_score: 100.0 @@ -64143,8 +67752,8 @@ https://devopscube.com/key-considerations-kubernetes-cluster-design-setup: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopscube.com/kube-bench-guide: + addition_method: manual content_hash: 1e6d8ca58c30e4fc6a809bcd549a881f78774d13133da067a7c159fca215e210 description: '' health_score: 100.0 @@ -64156,8 +67765,8 @@ https://devopscube.com/kube-bench-guide: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://devopscube.com/kubernetes-api-access-service-account: + addition_method: manual ai_summary: Provides a direct guide on setting up Service Accounts, defining authorization rules using RoleBindings, and managing modern TokenRequest APIs for microservice access. @@ -64185,8 +67794,8 @@ https://devopscube.com/kubernetes-api-access-service-account: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://devopscube.com/kubernetes-daemonset: + addition_method: manual content_hash: e737ed9862d8ea47575e00d50eed7d1ecc8da7c45a2f7799928b8d45a818788e description: '' health_score: 100.0 @@ -64202,8 +67811,8 @@ https://devopscube.com/kubernetes-daemonset: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopscube.com/kubernetes-ingress-tutorial: + addition_method: manual content_hash: ddf2e36f0382e7fbb3d0eec40711974f3c6a1ef5d68b4b1db91f7d254dfc5ac5 description: '' health_score: 100.0 @@ -64219,8 +67828,8 @@ https://devopscube.com/kubernetes-ingress-tutorial: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://devopscube.com/kubernetes-kubeconfig-file: + addition_method: manual content_hash: ef5f54cd9c37f5124edc30b88dea0c39b8104926d2383d649c320a0b8f4614cd description: '' health_score: 100.0 @@ -64236,8 +67845,8 @@ https://devopscube.com/kubernetes-kubeconfig-file: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopscube.com/kubernetes-logging-tutorial: + addition_method: manual ai_summary: An elite, entry-level tutorial introducing Kubernetes logging paradigms, covering container stdout extraction, cluster-level log architectures, and daemonset collection. Curators praise its lucid diagrams and step-by-step practical commands. @@ -64264,8 +67873,8 @@ https://devopscube.com/kubernetes-logging-tutorial: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://devopscube.com/kubernetes-minikube-tutorial: + addition_method: manual content_hash: 6505f61b37bed8fd0f3ec199c5544b229a1b0649aee98701aa7ec416d89e8ead description: '' health_score: 100.0 @@ -64276,8 +67885,8 @@ https://devopscube.com/kubernetes-minikube-tutorial: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://devopscube.com/kubernetes-pod: + addition_method: manual content_hash: e3e088f091615b9b786cd9f3b87d166e2b31fe169d6c6953f5214bc64700319a description: '' health_score: 100.0 @@ -64293,8 +67902,8 @@ https://devopscube.com/kubernetes-pod: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopscube.com/kubernetes-tutorials-beginners: + addition_method: manual content_hash: 410586be489c79c06b931bfcd95724ebd0b38c1a2cc0381902a1a18b465f40c4 description: '' health_score: 100.0 @@ -64310,8 +67919,8 @@ https://devopscube.com/kubernetes-tutorials-beginners: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://devopscube.com/kubernetes-v1-21-released: + addition_method: manual content_hash: 7324c16aab7d545330531177ffe1e1f17dbabe4516bc9f08766d3a70f5c590b6 description: '' health_score: 100.0 @@ -64327,8 +67936,8 @@ https://devopscube.com/kubernetes-v1-21-released: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://devopscube.com/kustomize-tutorial: + addition_method: manual content_hash: e6fde56185c78b635ce88ae2b721a35aeb603f964b044891dc2e836c9b94e763 description: '' health_score: 100.0 @@ -64345,16 +67954,16 @@ https://devopscube.com/kustomize-tutorial: v2_locations: - kustomize.md year: N/A - addition_method: manual https://devopscube.com/kuztomize-configmap-generators: + addition_method: manual content_hash: 4bb3c0759e25b4af159511319039c4c6096281f05ef7b1b8c3c9cba083d515f9 health_score: 100.0 last_checked: 1779032046.250238 needs_ai_refresh: true v1_locations: - docs/kustomize.md - addition_method: manual https://devopscube.com/learn-kubernetes-complete-roadmap: + addition_method: manual content_hash: c9dc28537af67ce0b4ef3054ccec58debcfb22435f1d08bf6c1808bca6a68014 description: '' health_score: 100.0 @@ -64370,8 +67979,8 @@ https://devopscube.com/learn-kubernetes-complete-roadmap: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://devopscube.com/pod-priorityclass-preemption: + addition_method: manual content_hash: 07492c73eaeb478e651d2d466edcd900fe26bc7fd5147ee258c702c5b61e7aad description: '' health_score: 100.0 @@ -64388,8 +67997,8 @@ https://devopscube.com/pod-priorityclass-preemption: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopscube.com/podman-tutorial-beginners: + addition_method: manual content_hash: a09d709c8444d437abc93076573ae927138a1cc4ea1cb19f6f2f342b7a355309 description: '' health_score: 100.0 @@ -64405,8 +68014,8 @@ https://devopscube.com/podman-tutorial-beginners: v2_locations: - container-managers.md year: N/A - addition_method: manual https://devopscube.com/python-for-devops: + addition_method: manual content_hash: 755e82f80988b72b4ccb06ab2df63b8a1e8720d4dcde17e5813357b89d45b77f description: '' health_score: 100.0 @@ -64422,8 +68031,8 @@ https://devopscube.com/python-for-devops: v2_locations: - python.md year: N/A - addition_method: manual https://devopscube.com/setup-ansible-aws-dynamic-inventory: + addition_method: manual content_hash: 39a8bcc951d6caf20f9ec417ca85a3c83d32371d9a42b6fb24c0309b5cdb0200 description: '' health_score: 100.0 @@ -64439,8 +68048,8 @@ https://devopscube.com/setup-ansible-aws-dynamic-inventory: v2_locations: - ansible.md year: N/A - addition_method: manual https://devopscube.com/setup-grafana-kubernetes: + addition_method: manual content_hash: 60fe4ef2d36ae4f4ab56e2d0e315cafa5a62334b1ce8a4596a809f7d8c94ffd6 description: '' health_score: 100.0 @@ -64456,8 +68065,8 @@ https://devopscube.com/setup-grafana-kubernetes: v2_locations: - grafana.md year: N/A - addition_method: manual https://devopscube.com/setup-ingress-kubernetes-nginx-controller: + addition_method: manual content_hash: 4937c7258a4e211ec12271349835e51c3f17034a8a1c305489248d034c36be28 description: '' health_score: 100.0 @@ -64474,8 +68083,8 @@ https://devopscube.com/setup-ingress-kubernetes-nginx-controller: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://devopscube.com/setup-nexus-kubernetes: + addition_method: manual ai_summary: A highly practical step-by-step installation guide demonstrating how to provision Sonatype Nexus on a Kubernetes cluster. It covers configuration for Persistent Volumes, persistent claims, and ingress routing. @@ -64502,8 +68111,8 @@ https://devopscube.com/setup-nexus-kubernetes: v2_locations: - registries.md year: N/A - addition_method: manual https://devopscube.com/setup-prometheus-helm-chart: + addition_method: manual ai_summary: A direct, production-ready tutorial demonstrating how to install and configure Prometheus using official Helm charts. Explains default values overrides, persistent volume configurations, and custom alertmanager integration for instant @@ -64535,8 +68144,8 @@ https://devopscube.com/setup-prometheus-helm-chart: - prometheus.md - kubernetes-monitoring.md year: N/A - addition_method: manual https://devopscube.com/setup-prometheus-monitoring-on-kubernetes: + addition_method: manual content_hash: 1d004e2ddb900aef725afde249a9b59fac3ab38c1e4429d9e6950373a84ccb6c description: '' health_score: 100.0 @@ -64553,8 +68162,8 @@ https://devopscube.com/setup-prometheus-monitoring-on-kubernetes: v2_locations: - prometheus.md year: N/A - addition_method: manual https://devopscube.com/terraform-autoscaling-group: + addition_method: manual content_hash: 19e7b1d98dc2d6ed1f61d7928d883c7c065695a35b255a34fc190dec4d19e2c3 description: '' health_score: 100.0 @@ -64570,8 +68179,8 @@ https://devopscube.com/terraform-autoscaling-group: v2_locations: - terraform.md year: N/A - addition_method: manual https://devopscube.com/terraform-aws-rds: + addition_method: manual content_hash: 36e34d12815c72ca4afe65779476e16fa048d5c3247c8842dce276129c0381d6 description: '' health_score: 100.0 @@ -64587,8 +68196,8 @@ https://devopscube.com/terraform-aws-rds: v2_locations: - demos.md year: N/A - addition_method: manual https://devopscube.com/vagrant-tutorial-beginners: + addition_method: manual ai_summary: In-depth tutorial highlighting standard virtualization setups using HashiCorp Vagrant. Covers provider initialization, Vagrantfile declarations, provisioning hooks, and multi-node architectures. @@ -64615,8 +68224,8 @@ https://devopscube.com/vagrant-tutorial-beginners: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://devopscube.com/vault-agent-injector-tutorial: + addition_method: manual ai_summary: In-depth guide showing how to use the Vault Agent Injector service. Explains how mutations based on Pod annotations auto-populate secrets into dynamic system volumes, minimizing application-level logic modifications. @@ -64644,8 +68253,8 @@ https://devopscube.com/vault-agent-injector-tutorial: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devopscube.com/vault-in-kubernetes: + addition_method: manual ai_summary: An excellent tutorial detailing how to deploy Vault via Helm in Kubernetes. Guides readers through installing, initializing, unsealing, and setting up the vault-k8s agent injector. @@ -64672,8 +68281,8 @@ https://devopscube.com/vault-in-kubernetes: v2_locations: - devsecops.md year: N/A - addition_method: manual https://devopscube.com/what-is-observability: + addition_method: manual content_hash: 1ce41015d98f04d0ecfe42ddcae3f0f9e5306effd4eb0f8e8bfa59174610fdb1 description: '' health_score: 100.0 @@ -64689,8 +68298,8 @@ https://devopscube.com/what-is-observability: v2_locations: - monitoring.md year: N/A - addition_method: manual https://devopsdays.org/events/2022-amsterdam/welcome: + addition_method: manual content_hash: 8ee2f587ae1c726ebde4e9d5229db771ba88ceffb2c5c4db58e9696ad49579b0 description: '' health_score: 100.0 @@ -64701,9 +68310,9 @@ https://devopsdays.org/events/2022-amsterdam/welcome: v1_locations: - docs/devops.md year: N/A - addition_method: manual ? https://devopsera.com/2023/06/how-to-structure-directories-in-a-gitops-repository-for-the-best-user-friendliness-and-flexibility -: content_hash: 0a671d1fad71aca11620ee9d4b3be00eee0cc32cc62c31170afdd91ebe37a9bf +: addition_method: manual + content_hash: 0a671d1fad71aca11620ee9d4b3be00eee0cc32cc62c31170afdd91ebe37a9bf description: '' health_score: 100.0 last_checked: 1779029167.268793 @@ -64719,8 +68328,8 @@ https://devopsdays.org/events/2022-amsterdam/welcome: v2_locations: - gitops.md year: N/A - addition_method: manual https://devopsformula.hashnode.dev/cross-account-ecr-push-with-jenkins: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64734,8 +68343,8 @@ https://devopsformula.hashnode.dev/cross-account-ecr-push-with-jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://devopsinside.com/how-kubernetes-is-killing-tools-like-ansible: + addition_method: manual content_hash: 5feb916da612413985a6de8d4bf17e7c05df88b9be5756a78514a0d64bb94258 description: '' health_score: 100.0 @@ -64751,8 +68360,8 @@ https://devopsinside.com/how-kubernetes-is-killing-tools-like-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://devopslearners.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64766,8 +68375,8 @@ https://devopslearners.com: v2_locations: - devops.md year: N/A - addition_method: manual https://devopslearners.com/blue-green-vs-canary-deployment-76436d7f6bc1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64781,8 +68390,8 @@ https://devopslearners.com/blue-green-vs-canary-deployment-76436d7f6bc1: v2_locations: - cicd.md year: N/A - addition_method: manual https://devopslearners.com/different-container-runtimes-and-configurations-in-the-same-kubernetes-cluster-fed228e1853e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64797,8 +68406,8 @@ https://devopslearners.com/different-container-runtimes-and-configurations-in-th v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopslearners.com/how-to-convert-helm-chart-to-kubernetes-yaml-fbe6d6722f6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64812,8 +68421,8 @@ https://devopslearners.com/how-to-convert-helm-chart-to-kubernetes-yaml-fbe6d672 v2_locations: - helm.md year: N/A - addition_method: manual https://devopslearners.com/kubernetes-ingress-tutorial-for-beginners-26c2f7727bc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64827,8 +68436,8 @@ https://devopslearners.com/kubernetes-ingress-tutorial-for-beginners-26c2f7727bc v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://devopslearners.com/kubernetes-pod-priority-priorityclass-and-preemption-explained-a48fb7988672: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64843,8 +68452,8 @@ https://devopslearners.com/kubernetes-pod-priority-priorityclass-and-preemption- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopslearners.com/what-is-a-kubernetes-ephemeral-container-aa8ab658755d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64858,8 +68467,8 @@ https://devopslearners.com/what-is-a-kubernetes-ephemeral-container-aa8ab658755d v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopslearners.com/what-is-gitops-168aac9a2ee: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64873,8 +68482,8 @@ https://devopslearners.com/what-is-gitops-168aac9a2ee: v2_locations: - gitops.md year: N/A - addition_method: manual https://devopslearning.medium.com/lesson-learned-while-scaling-kubernetes-cluster-to-1000-pods-in-aws-eks-d2d399152bc2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64889,8 +68498,8 @@ https://devopslearning.medium.com/lesson-learned-while-scaling-kubernetes-cluste v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://devopslibrary.com: + addition_method: manual content_hash: ea004fc855f35c204869af404b6b2f3f6ae0deb3e48efc159498e0119ab6990f description: '' health_score: 100.0 @@ -64906,8 +68515,8 @@ https://devopslibrary.com: v2_locations: - demos.md year: N/A - addition_method: manual https://devopsmonk.hashnode.dev/learn-aws-if-you-want-to-save-your-career: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64921,8 +68530,8 @@ https://devopsmonk.hashnode.dev/learn-aws-if-you-want-to-save-your-career: v2_locations: - aws-training.md year: N/A - addition_method: manual https://devopsparthu.hashnode.dev/day-35-mastering-configmaps-and-secrets-in-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64936,8 +68545,8 @@ https://devopsparthu.hashnode.dev/day-35-mastering-configmaps-and-secrets-in-kub v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopstalks.in/everything-about-prometheus: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64951,8 +68560,8 @@ https://devopstalks.in/everything-about-prometheus: v2_locations: - prometheus.md year: N/A - addition_method: manual https://devopstips.net: + addition_method: manual content_hash: 678326ad3d09f40082e3a7fc7ef1b2822896feb1ba383f661397aa883cc04d9c description: '' health_score: 100.0 @@ -64968,8 +68577,8 @@ https://devopstips.net: v2_locations: - devops.md year: N/A - addition_method: manual https://devopsunlocked.com/kubernetes-learning-material: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64983,8 +68592,8 @@ https://devopsunlocked.com/kubernetes-learning-material: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://devopswithkubernetes.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -64995,8 +68604,8 @@ https://devopswithkubernetes.com: v1_locations: - docs/kubernetes-tutorials.md year: N/A - addition_method: manual https://devoriales.com/home: + addition_method: manual ai_summary: An in-depth guide on enabling envelope encryption for Kubernetes Secrets within Amazon EKS using AWS Key Management Service (KMS). It details the KMS key policy configuration, performance considerations when accessing etcd, and migration @@ -65019,8 +68628,8 @@ https://devoriales.com/home: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual https://devoriales.com/post/329/aws-eks-secret-encryption-securing-your-eks-secrets-at-rest-with-aws-kms: + addition_method: manual content_hash: 48979d3801bfcc4f36c056d87529761711205997f637f75f5e50cb569b217c21 description: '' health_score: 100.0 @@ -65032,8 +68641,8 @@ https://devoriales.com/post/329/aws-eks-secret-encryption-securing-your-eks-secr v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://devoriales.com/video/897990746/intro-to-gitops: + addition_method: manual content_hash: 446ce3697fd6a8ca9f90a622fcd38614b70fcdf800a6c9f1e74a36de838abc63 description: '' health_score: 100.0 @@ -65050,8 +68659,8 @@ https://devoriales.com/video/897990746/intro-to-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://devsecops.co.in/2021/05/13/gitops-guide-what-why-and-how: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65065,8 +68674,8 @@ https://devsecops.co.in/2021/05/13/gitops-guide-what-why-and-how: v2_locations: - gitops.md year: N/A - addition_method: manual https://devsecops.co.in/2021/05/18/ansible-interview-questions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65080,8 +68689,8 @@ https://devsecops.co.in/2021/05/18/ansible-interview-questions: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://devsecops.co.in/2021/05/20/devops-interview-questions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65095,8 +68704,8 @@ https://devsecops.co.in/2021/05/20/devops-interview-questions: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://devsecops.co.in/2021/05/22/kubernetes-interview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65110,8 +68719,8 @@ https://devsecops.co.in/2021/05/22/kubernetes-interview: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://devspace.sh: + addition_method: manual content_hash: 4e434dd54e9ea5037e860a7b75cb967431dbe0a5b522aca6e2967301697cf74a description: '' health_score: 100.0 @@ -65122,8 +68731,8 @@ https://devspace.sh: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://devstack.in: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65137,8 +68746,8 @@ https://devstack.in: v2_locations: - demos.md year: N/A - addition_method: manual https://devstack.in/2020/05/25/deploy-prometheus-operator-with-helm3-and-private-registry: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65153,8 +68762,42 @@ https://devstack.in/2020/05/25/deploy-prometheus-operator-with-helm3-and-private v2_locations: - prometheus.md year: N/A - addition_method: manual +https://devtoolhub.com/claude-skills-devops-skillmd-guide: + addition_method: automatic + ai_summary: This technical guide outlines the architecture and execution of Claude + Skills tailored for infrastructure automation and operations using SKILL.md manifests. + It provides concrete, actionable schemas for wrapping Terraform provisioning, + Kubernetes deployments, and CI/CD triggers into structured instructions that LLM + agents can safely execute. Emphasizes strict permission boundaries, security boundaries, + and validation parameters to prevent destructive actions during agentic pipeline + execution. + category: ai-agents-mcp + complexity: advanced + content_hash: 344a5e9a44cd818f813e0fc381be40202857295eaa85a4c41caa98426c47f17b + description: Learn how to build Claude Skills for DevOps with real SKILL.md examples. + Covers Terraform, Kubernetes, and CI/CD pipeline skills with security best practices. + hierarchy: + - AI and Agents + - Agent Integrations + - DevOps Skill Manifests + is_microservice: false + language: en + last_checked: 1780352561.468447 + reputation_status: Vetted + reputation_summary: Practical guide providing concrete technical patterns for integrating + DevOps workflows with Claude Skills via SKILL.md. + resource_type: article + social_preview_url: https://devtoolhub.com/wp-content/uploads/2026/05/image-9-1024x576.png + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: 'Claude Skills for DevOps: Build Your First SKILL.md' + year: '2026' https://devtools.chrome.com: + addition_method: manual content_hash: 455c3f36085c405936fd14be4f5d43e1c9a4a7bf2f21a0e35d8d831b31b05cf5 description: '' health_score: 100.0 @@ -65165,8 +68808,8 @@ https://devtools.chrome.com: v1_locations: - docs/ChromeDevTools.md year: N/A - addition_method: manual https://devtron.ai: + addition_method: manual ai_summary: An open-source, enterprise-grade Kubernetes dashboard and application management suite designed to abstract Kubernetes complexity. Combines CI/CD capabilities, security auditing, multi-cluster GitOps orchestration, and centralized logs into @@ -65198,8 +68841,8 @@ https://devtron.ai: - cicd.md - kubernetes-tools.md year: N/A - addition_method: manual https://devtron.ai/blog/7-tools-to-make-kubernetes-management-easy: + addition_method: manual content_hash: 739d6bad6eb0536cbecd443a5c2ddc2dfd776bdacd3cfc434cc961f535131548 description: '' health_score: 100.0 @@ -65210,8 +68853,8 @@ https://devtron.ai/blog/7-tools-to-make-kubernetes-management-easy: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://devtron.ai/blog/cmd-and-entrypoint-differences: + addition_method: manual content_hash: 0ee8b06547afd40d6c8ae8c8b6518619167d6bad171ab171846e7bc8dea4212c description: '' health_score: 100.0 @@ -65227,8 +68870,8 @@ https://devtron.ai/blog/cmd-and-entrypoint-differences: v2_locations: - docker.md year: N/A - addition_method: manual https://devtron.ai/blog/kubernetes-management-made-easier-with-tools: + addition_method: manual content_hash: 2b93cf0b069001a4ed103ae0c57109fc4ecb92181eb8e1bfcf87ce4b0db27927 health_score: 100.0 last_checked: 1779130494.946243 @@ -65239,8 +68882,8 @@ https://devtron.ai/blog/kubernetes-management-made-easier-with-tools: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://devtron.ai/blog/troubleshoot_crashloopbackoff_pod: + addition_method: manual content_hash: 75c19883f3a48accd8251611b211954bfede9062c370b744c49d52ba076a462b description: '' health_score: 100.0 @@ -65256,8 +68899,8 @@ https://devtron.ai/blog/troubleshoot_crashloopbackoff_pod: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://devxblog.hashnode.dev/kubernetes-microservice-flask-application-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65272,8 +68915,8 @@ https://devxblog.hashnode.dev/kubernetes-microservice-flask-application-1: v2_locations: - demos.md year: N/A - addition_method: manual https://devxblog.hashnode.dev/prometheus-elevate-your-monitoring-game: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65287,8 +68930,8 @@ https://devxblog.hashnode.dev/prometheus-elevate-your-monitoring-game: v2_locations: - prometheus.md year: N/A - addition_method: manual https://devxblog.hashnode.dev/simplified-setup-prometheus-cadvisor-redis-and-node-exporter: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65303,8 +68946,8 @@ https://devxblog.hashnode.dev/simplified-setup-prometheus-cadvisor-redis-and-nod v2_locations: - prometheus.md year: N/A - addition_method: manual https://devxblog.hashnode.dev/terraform-with-aws: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65318,8 +68961,8 @@ https://devxblog.hashnode.dev/terraform-with-aws: v2_locations: - terraform.md year: N/A - addition_method: manual https://dhall-lang.org: + addition_method: manual content_hash: 11f133365ef0840a9061371f33ef78686c39747a932941277dd1afec8cf1510b description: '' health_score: 100.0 @@ -65335,8 +68978,8 @@ https://dhall-lang.org: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://diagrams.mingrammer.com: + addition_method: manual content_hash: f9c4eab63c3eb3f04401d256f75d2e520aec47473a36460e3c22fcc36fd439f3 description: '' health_score: 100.0 @@ -65352,8 +68995,8 @@ https://diagrams.mingrammer.com: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://didil.medium.com/building-a-kubernetes-mutating-admission-webhook-7e48729523ed: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65367,8 +69010,8 @@ https://didil.medium.com/building-a-kubernetes-mutating-admission-webhook-7e4872 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://difftastic.wilfred.me.uk: + addition_method: manual ai_summary: Curator Insight introduces Difftastic as an intelligent CLI diff tool that compares files based on their syntax tree instead of individual line changes. Live Grounding highlights its increasing integration as a Git diff driver, significantly @@ -65397,8 +69040,8 @@ https://difftastic.wilfred.me.uk: v2_locations: - linux.md year: N/A - addition_method: manual https://digger.dev: + addition_method: manual content_hash: 281cfc4e7a16ce80abc7d688fbf8c371cbf6a3550e701953c2375b90bdb949c7 description: '' health_score: 100.0 @@ -65414,16 +69057,16 @@ https://digger.dev: v2_locations: - terraform.md year: N/A - addition_method: manual https://digital.ai: + addition_method: manual content_hash: 658a09cd1a4c504d3aaf895d4d1b8769446acc2770849af09945135b1799e608 health_score: 100.0 last_checked: 1779130494.946668 needs_ai_refresh: true v1_locations: - docs/devops.md - addition_method: manual https://digital.ai/glossary: + addition_method: manual content_hash: ed553835a4f74a69b58df125e93accd3a2c789dce27efba8c91f8dc66a70abf4 health_score: 100.0 last_checked: 1779130494.921343 @@ -65435,8 +69078,8 @@ https://digital.ai/glossary: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://digital.ai/learn/devsecops-periodic-table: + addition_method: manual content_hash: d5d66dda6e00abd32030dd3861f3132e8bef25e644e1d20d58a1dbfade4545b1 health_score: 100.0 last_checked: 1779130494.932184 @@ -65448,8 +69091,8 @@ https://digital.ai/learn/devsecops-periodic-table: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://digital.ai/learn/diagram-generator: + addition_method: manual content_hash: eb86b30b5196acd63b575fa8094630e186f1f6aeae0d41934bdfdba118a68cbd health_score: 100.0 last_checked: 1779130494.993071 @@ -65461,8 +69104,8 @@ https://digital.ai/learn/diagram-generator: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://digital.ai/products/continuous-testing: + addition_method: manual content_hash: 782051402dfbe65d16b656155c62fe3bf4c89029050fdf463b5dab6d5c8e7680 health_score: 100.0 last_checked: 1779130494.968211 @@ -65474,8 +69117,8 @@ https://digital.ai/products/continuous-testing: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md - addition_method: manual https://digitalis.io/blog/kubernetes/kubernetes-gitops-continuous-integration-and-delivery-with-fleet-and-rancher: + addition_method: manual content_hash: 242a568bcf536be09d2505dad6073d310a14a36816b3bbc7997f1b6b3b36d8d1 description: '' health_score: 100.0 @@ -65491,8 +69134,8 @@ https://digitalis.io/blog/kubernetes/kubernetes-gitops-continuous-integration-an v2_locations: - rancher.md year: N/A - addition_method: manual https://digitalisationworld.com/blogs/57435/multicloud-two-truths-and-a-lie: + addition_method: manual content_hash: 93c5925db76e81e8b05b8f9c3cfb3a3ab86f5932a7461c9252b17cc2686dcabf description: '' health_score: 100.0 @@ -65508,8 +69151,8 @@ https://digitalisationworld.com/blogs/57435/multicloud-two-truths-and-a-lie: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://digitalvarys.com/devsecops-static-analysis-sast-with-jenkins-pipeline: + addition_method: manual ai_summary: Step-by-step setup walkthrough for incorporating Static Application Security Testing (SAST) parameters inside automated Jenkins pipelines. Illustrates vulnerability prioritization and continuous risk mitigation mechanics before code @@ -65537,8 +69180,8 @@ https://digitalvarys.com/devsecops-static-analysis-sast-with-jenkins-pipeline: v2_locations: - devsecops.md year: N/A - addition_method: manual https://digitalvarys.com/simple-introduction-to-hashicorp-vault: + addition_method: manual ai_summary: A simplified, beginner-friendly walkthrough of Vault core terms, architecture, and deployment principles. Covers seal and unseal mechanics, storage backends, and simple key-value reading. @@ -65565,16 +69208,16 @@ https://digitalvarys.com/simple-introduction-to-hashicorp-vault: v2_locations: - devsecops.md year: N/A - addition_method: manual https://dilbert.com: + addition_method: manual content_hash: 19056bed2b87847fa51b4bfe7de35271768b3db3b9e88a5346a6ab9a5a90f534 health_score: 100.0 last_checked: 1779031478.417664 needs_ai_refresh: true v1_locations: - docs/devops.md - addition_method: manual https://dinantpaardenkooper.nl/posts/aks-2024-03-18: + addition_method: manual ai_summary: Provides community insights and event takeaways regarding advanced AKS engineering, covering cloud scaling trends, managing internal mesh complexity with Istio, and secure authentication models. @@ -65601,8 +69244,8 @@ https://dinantpaardenkooper.nl/posts/aks-2024-03-18: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://dineshchandgr.medium.com/why-do-we-need-a-database-connection-pool-every-programmer-must-know-9f90e7c8e5af: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65617,8 +69260,8 @@ https://dineshchandgr.medium.com/why-do-we-need-a-database-connection-pool-every v2_locations: - databases.md year: N/A - addition_method: manual https://dineshkumarkb.com/tech/how-to-specify-non-pypi-requirements-in-your-requirements-txt-file: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65633,8 +69276,8 @@ https://dineshkumarkb.com/tech/how-to-specify-non-pypi-requirements-in-your-requ v2_locations: - python.md year: N/A - addition_method: manual https://dineshkumarkb.com/tech/reverse-a-linked-list-without-additional-datastructures-using-python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65649,9 +69292,9 @@ https://dineshkumarkb.com/tech/reverse-a-linked-list-without-additional-datastru v2_locations: - python.md year: N/A - addition_method: manual ? https://dinushad92.medium.com/building-a-resilient-deployment-on-kubernetes-part-3-keep-the-deployment-up-to-date-with-the-7296f18f275a -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031719.931627 @@ -65665,8 +69308,8 @@ https://dineshkumarkb.com/tech/reverse-a-linked-list-without-additional-datastru v2_locations: - kubernetes.md year: N/A - addition_method: manual https://disaev.me/p/how-i-have-set-up-ha-postgresql-on-kubernetes: + addition_method: manual content_hash: ca72e51ccf146e261cbe5fc157f9de7f74c7b438a5e174869d44074d6a583ea8 description: '' health_score: 100.0 @@ -65683,8 +69326,8 @@ https://disaev.me/p/how-i-have-set-up-ha-postgresql-on-kubernetes: v2_locations: - databases.md year: N/A - addition_method: manual https://discoblocks.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65698,8 +69341,40 @@ https://discoblocks.io: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual +https://discord.com/invite/google-dev-community: + addition_method: automatic + ai_summary: A global, official Discord-based digital hub for developers building + on Google products, frameworks, and cloud systems (GCP, Angular, Android, and + Flutter). The community facilitates peer-to-peer technical troubleshooting, architectural + reviews, and shares real-time updates regarding Google developer tooling. It serves + as an active, real-time networking and collaboration platform to accelerate learning + and code sharing across developers of all experience levels. + category: devel-sites + complexity: Intermediate + content_hash: 853870fdbb4928c937b437978ac1d9e1a05d800b39400b3fff3fedf41aea78f0 + description: Global digital hub connecting over 127k developers for collaborative + learning across Google ecosystems. + hierarchy: + - Communities + - Google Developer Platform + - Peer Learning + is_microservice: false + language: en + last_checked: 1780352148.493956 + reputation_status: Vetted + reputation_summary: Official and active global community for Google developers. + resource_type: Discord Invite + social_preview_url: https://cdn.discordapp.com/splashes/1009525727504384150/2f965e62d5ec731206b744693356d3db.jpg?size=512 + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: communities + tags: + - COMMUNITY-TOOL + title: Google Developer Community Discord Server + year: '2026' https://discuss.hashicorp.com/t/terraform-0-13-beta-released: + addition_method: manual content_hash: 9e8df9110d20f22cc7abbc96afaee5000588a002ba30d00db577ae452e1756d9 description: '' health_score: 100.0 @@ -65710,8 +69385,8 @@ https://discuss.hashicorp.com/t/terraform-0-13-beta-released: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://discuss.hashicorp.com/t/terraform-0-13-beta-released/9555: + addition_method: manual content_hash: 5230713fe88b7bc346d5d1d6b0e0dac36db147bcee0e549b1e816f451201efd8 health_score: 100.0 last_checked: 1779130494.969141 @@ -65723,8 +69398,8 @@ https://discuss.hashicorp.com/t/terraform-0-13-beta-released/9555: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://discuss.kubernetes.io: + addition_method: manual content_hash: 4d2d08e86d8b7918cc04d3bbfaffc7d0d65eb28bc066000f291a7294dede3648 description: '' health_score: 100.0 @@ -65740,8 +69415,8 @@ https://discuss.kubernetes.io: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://divya-mohan0209.medium.com/getting-started-with-k8s-in-2022-1dfeb4bdc112: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65755,8 +69430,8 @@ https://divya-mohan0209.medium.com/getting-started-with-k8s-in-2022-1dfeb4bdc112 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65772,9 +69447,9 @@ https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7: - kubernetes.md - other-awesome-lists.md year: N/A - addition_method: manual ? https://dkrallis.wordpress.com/2022/11/25/how-to-create-an-openshift-cluster-in-azure-and-how-you-can-interact-with-azure-devops-environment-part-a -: content_hash: f1567dcda04bd6ec22c2e93fe5a680560cfbb3858f95a2251136b30858641184 +: addition_method: manual + content_hash: f1567dcda04bd6ec22c2e93fe5a680560cfbb3858f95a2251136b30858641184 description: '' health_score: 100.0 last_checked: 1779030018.881533 @@ -65790,8 +69465,8 @@ https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7: v2_locations: - ocp4.md year: N/A - addition_method: manual https://dlorenc.medium.com/whos-at-the-helm-1101c37bf0f1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65805,8 +69480,8 @@ https://dlorenc.medium.com/whos-at-the-helm-1101c37bf0f1: v2_locations: - devsecops.md year: N/A - addition_method: manual https://dmcommunity.org/2020/01/12/who-will-win-spring-boot-or-quarkus: + addition_method: manual content_hash: 123cf60b680f5194611cd6df843d9a5ed0610e0843cf30e89db48bc444721ce1 description: '' health_score: 100.0 @@ -65822,8 +69497,8 @@ https://dmcommunity.org/2020/01/12/who-will-win-spring-boot-or-quarkus: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://dnastacio.medium.com/gitops-argocd-security-cbb6fb6378bb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65837,8 +69512,8 @@ https://dnastacio.medium.com/gitops-argocd-security-cbb6fb6378bb: v2_locations: - argo.md year: N/A - addition_method: manual https://dnastacio.medium.com/kubernetes-resources-1a1fa1e72dcf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65852,8 +69527,8 @@ https://dnastacio.medium.com/kubernetes-resources-1a1fa1e72dcf: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://dnastacio.medium.com/the-art-and-science-of-probing-a-kubernetes-container-db1f16539080: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65867,8 +69542,8 @@ https://dnastacio.medium.com/the-art-and-science-of-probing-a-kubernetes-contain v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dnastacio.medium.com/why-you-should-keep-using-cpu-limits-on-kubernetes-60c4e50dfc61: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65883,8 +69558,8 @@ https://dnastacio.medium.com/why-you-should-keep-using-cpu-limits-on-kubernetes- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dnschecker.org: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -65898,8 +69573,8 @@ https://dnschecker.org: v2_locations: - linux.md year: N/A - addition_method: manual https://doc.new: + addition_method: manual content_hash: fe93628e9dd6d761b7bea6bc6ac0cd18765d06788bd604695e4e78cffd9d6cf2 description: '' health_score: 100.0 @@ -65910,8 +69585,8 @@ https://doc.new: v1_locations: - docs/project-management-tools.md year: N/A - addition_method: manual https://doc.traefik.io/traefik: + addition_method: manual ai_summary: 'The official documentation for Traefik Proxy, showcasing a clean, production-grade implementation of MkDocs. It illustrates how complex microservice routing, TLS termination, and middleware configurations can be elegantly structured. Double-Evidence: @@ -65942,8 +69617,8 @@ https://doc.traefik.io/traefik: - mkdocs.md - kubernetes-security.md year: '2025' - addition_method: manual https://docker-curriculum.com: + addition_method: manual content_hash: 32386b8d567d17286e74905b0ff445a648c709d630517c06f6b04dee51191fa3 description: '' health_score: 100.0 @@ -65959,8 +69634,8 @@ https://docker-curriculum.com: v2_locations: - docker.md year: N/A - addition_method: manual https://docker-py.readthedocs.org: + addition_method: manual content_hash: c16d30aa4f58a36066e4737a2f3940543e099f8937cfa6f364b9c663ca85ccf9 health_score: 100.0 last_checked: 1779033336.224025 @@ -65972,8 +69647,8 @@ https://docker-py.readthedocs.org: - docs/python.md v2_locations: - python.md - addition_method: manual https://dockerlabs.collabnix.com/docker/cheatsheet: + addition_method: manual content_hash: 8952da10c91154606891035b192e04c3162aae72835d81d3ce6a70fb1a88e3a0 description: '' health_score: 100.0 @@ -65989,8 +69664,8 @@ https://dockerlabs.collabnix.com/docker/cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html: + addition_method: manual content_hash: 4b6f39058bc4ff06e0046ec7f9fc0353601f97c7d564f8c45f59621a92237271 description: '' health_score: 100.0 @@ -66006,8 +69681,8 @@ https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dockerlabs.collabnix.com/kubernetes/kubetools: + addition_method: manual content_hash: 922165821bfbeab358f810cb0f993eaa13de3534c9156b321e29b47061548b7f health_score: 100.0 last_checked: 1779032050.321549 @@ -66020,8 +69695,8 @@ https://dockerlabs.collabnix.com/kubernetes/kubetools: v2_locations: - architectural-foundations.md - other-awesome-lists.md - addition_method: manual https://dockerlux.github.io/pdf/cheat-sheet-v2.pdf: + addition_method: manual content_hash: ed359f650140813a055f35140ace8451036284aa45de5634afa61a9a57530a5f description: '' health_score: 100.0 @@ -66037,8 +69712,8 @@ https://dockerlux.github.io/pdf/cheat-sheet-v2.pdf: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://docs.amplify.aws/javascript/build-a-backend/auth/set-up-auth: + addition_method: manual content_hash: c8f859b204a0274a9648d80a54192ed2d498c6cee4add92e57164f906b9da282 description: '' health_score: 100.0 @@ -66054,8 +69729,8 @@ https://docs.amplify.aws/javascript/build-a-backend/auth/set-up-auth: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://docs.ansible.com: + addition_method: manual content_hash: f090276e222b37f7d4787ba13102492d35d468cc7715f376f8a7a3076982eb58 description: '' health_score: 100.0 @@ -66071,8 +69746,8 @@ https://docs.ansible.com: v2_locations: - ansible.md year: N/A - addition_method: manual https://docs.ansible.com/ansible-tower/index.html: + addition_method: manual content_hash: 5cb96ce6807373c11e52c7ce42e2a998a6b42428e50080f894ab642d68e5b06d description: '' health_score: 100.0 @@ -66083,8 +69758,8 @@ https://docs.ansible.com/ansible-tower/index.html: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://docs.ansible.com/ansible/latest/collections/kubernetes/core/helm_module.html: + addition_method: manual content_hash: f33f8d4b81a7e26d6bb655ee94964513c94c7c41da723b39eb3adb5ed4bcfe76 description: '' health_score: 100.0 @@ -66096,8 +69771,8 @@ https://docs.ansible.com/ansible/latest/collections/kubernetes/core/helm_module. v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://docs.ansible.com/ansible/latest/collections/kubernetes/core/helm_plugin_module.html: + addition_method: manual content_hash: a09ce03cf5c351bee39eb29ba8baaca8458315101204311da3c520a424b7fa4a description: '' health_score: 100.0 @@ -66108,8 +69783,8 @@ https://docs.ansible.com/ansible/latest/collections/kubernetes/core/helm_plugin_ v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://docs.ansible.com/ansible/latest/collections/kubernetes/core/k8s_module.html: + addition_method: manual content_hash: 95b41d2391d1f0ca9a31771b92f60c991070f9ecc0ab546330124e78a45f36fb description: '' health_score: 100.0 @@ -66122,8 +69797,8 @@ https://docs.ansible.com/ansible/latest/collections/kubernetes/core/k8s_module.h - docs/about.md - docs/ansible.md year: N/A - addition_method: manual https://docs.ansible.com/ansible/latest/collections/netbox/netbox/index.html: + addition_method: manual content_hash: 7e318f8da7703df94993413fe21a59bc4bbc49b0091060e8333d9e00287fc176 description: '' health_score: 100.0 @@ -66134,8 +69809,8 @@ https://docs.ansible.com/ansible/latest/collections/netbox/netbox/index.html: v1_locations: - docs/networking.md year: N/A - addition_method: manual https://docs.ansible.com/ansible/latest/dev_guide/developing_modules_general.html: + addition_method: manual content_hash: 908028ecadce4ec6966854502a3b691bf3fb9dd7dd2f797f8dd4d691738413da description: '' health_score: 100.0 @@ -66146,8 +69821,8 @@ https://docs.ansible.com/ansible/latest/dev_guide/developing_modules_general.htm v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://docs.ansible.com/ansible/latest/modules/k8s_module.html: + addition_method: manual content_hash: 1905b0598c9890f39199c4cb4aa36095ab562f7e646c52a5a162dd7fd458a374 description: '' health_score: 100.0 @@ -66158,8 +69833,8 @@ https://docs.ansible.com/ansible/latest/modules/k8s_module.html: v1_locations: - docs/kubectl-commands.md year: N/A - addition_method: manual https://docs.ansible.com/ansible/latest/scenario_guides/cloud_guides.html: + addition_method: manual content_hash: 464394003c2795ff8aba348da3feb14fa01c54edc5f9104f03ed6c1f21a21f1b description: '' health_score: 100.0 @@ -66170,8 +69845,8 @@ https://docs.ansible.com/ansible/latest/scenario_guides/cloud_guides.html: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://docs.ansible.com/ansible/latest/user_guide/playbooks.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -66182,8 +69857,8 @@ https://docs.ansible.com/ansible/latest/user_guide/playbooks.html: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://docs.ansible.com/ansible/latest/user_guide/playbooks_advanced_syntax.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -66194,8 +69869,8 @@ https://docs.ansible.com/ansible/latest/user_guide/playbooks_advanced_syntax.htm v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_module.html: + addition_method: manual content_hash: 76f55fb81f0d906511d4b73892615285a846739b06b7416eb1f35b76610e83b0 health_score: 100.0 last_checked: 1779130494.97318 @@ -66207,8 +69882,8 @@ https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/hel - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_plugin_module.html: + addition_method: manual content_hash: 935c345fbe4128d703804f4d75abf7c59bb2220af9cef1742eceea93bc48bc40 health_score: 100.0 last_checked: 1779130495.031346 @@ -66220,8 +69895,8 @@ https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/hel - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/k8s_module.html: + addition_method: manual content_hash: edefd86e3c9731345af0b5bf876574b61ba48a32c059077c453a3d603e61520e health_score: 100.0 last_checked: 1779130495.007728 @@ -66235,8 +69910,8 @@ https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/k8s - kubectl-commands.md - about.md - ansible.md - addition_method: manual https://docs.ansible.com/projects/ansible/latest/collections/netbox/netbox/index.html: + addition_method: manual content_hash: 3f56914c9a3b03d944bf12f7c60115e39f6906d0a9b58e4f0dd3afd613efd911 health_score: 100.0 last_checked: 1779130494.988919 @@ -66248,8 +69923,8 @@ https://docs.ansible.com/projects/ansible/latest/collections/netbox/netbox/index v2_locations: - networking.md - index.md - addition_method: manual https://docs.ansible.com/projects/ansible/latest/dev_guide/developing_modules_general.html: + addition_method: manual content_hash: e38ee83362e7418e9306a2c491fa19ba008f71f1289606a0f9256db1cfdf418c health_score: 100.0 last_checked: 1779130495.027677 @@ -66260,8 +69935,8 @@ https://docs.ansible.com/projects/ansible/latest/dev_guide/developing_modules_ge - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://docs.ansible.com/projects/ansible/latest/scenario_guides/cloud_guides.html: + addition_method: manual content_hash: 27dc04e29cf986a81f96c523cf7c3e2c260922c06b846d0081b643ebd7133bb1 health_score: 100.0 last_checked: 1779130495.021828 @@ -66272,8 +69947,8 @@ https://docs.ansible.com/projects/ansible/latest/scenario_guides/cloud_guides.ht - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks.html: + addition_method: manual content_hash: 7ce3ddc1aa8727979c7186fbe5352dfe897af81881450ae3c826ce15f41b1a3a health_score: 100.0 last_checked: 1779130494.981248 @@ -66284,8 +69959,8 @@ https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks.html: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks_advanced_syntax.html: + addition_method: manual ai_summary: Curator Insight details the native usage of YAML anchors within Ansible Playbooks. Live Grounding shows how leveraging native YAML references reduces duplication of complex task properties, module arguments, and shared configuration @@ -66307,8 +69982,8 @@ https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks_advanced_s v2_locations: - yaml.md year: '2022' - addition_method: manual https://docs.ansible.com/projects/molecule: + addition_method: manual content_hash: ede22deab9f01dfa3de0891ad285300a9a4bdc5c3f11aeb2a32a19706cea8889 health_score: 100.0 last_checked: 1779130494.940031 @@ -66319,8 +69994,8 @@ https://docs.ansible.com/projects/molecule: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://docs.aporeto.com/docs/main/guides/okd-master-api-protection: + addition_method: manual content_hash: ca834ee9db8bffed8a3fde1272aa93226b3a4f7e0159550c18563d621e838bc5 description: '' health_score: 100.0 @@ -66335,8 +70010,8 @@ https://docs.aporeto.com/docs/main/guides/okd-master-api-protection: v2_locations: - ocp4.md year: N/A - addition_method: manual https://docs.astronomer.io/learn/dynamically-generating-dags: + addition_method: manual content_hash: 8b775b2f47f2e416b9b4f3d5b2ac65ec9d5f27b80a8e7610d7a3a5a046994724 description: '' health_score: 100.0 @@ -66347,16 +70022,16 @@ https://docs.astronomer.io/learn/dynamically-generating-dags: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://docs.aws.amazon.com/AWSCloudFormation/latest/TemplateReference/aws-template-resource-type-ref.html: + addition_method: manual last_checked: 1779388707.574887 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-iac.md - addition_method: manual https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/ReleaseHistory.html: + addition_method: manual content_hash: 762aed88a8db85f26c944592050d5c22b77b981c4531ea67bf732c631dbe0159 health_score: 100.0 last_checked: 1779033187.281394 @@ -66367,8 +70042,8 @@ https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/ReleaseHistory.ht - docs/aws-iac.md v2_locations: - aws-iac.md - addition_method: manual https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-template-resource-type-ref.html: + addition_method: manual content_hash: c360ac3735602e76e7cc222f60ae809ec971b6c6ef376dcf955167df4dab4030 health_score: 100.0 last_checked: 1779030574.476898 @@ -66379,24 +70054,24 @@ https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-template-reso - docs/aws-iac.md v2_locations: - aws-iac.md - addition_method: manual https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/doc-history.html: + addition_method: manual last_checked: 1779388707.662293 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-iac.md - addition_method: manual https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/EBSEncryption.html: + addition_method: manual content_hash: 329c84a869e18fef54426f0e5ded20902f7071940fa018ef6c2d47ab2b811b38 health_score: 100.0 last_checked: 1779031528.837692 needs_ai_refresh: true v1_locations: - docs/aws-newfeatures.md - addition_method: manual https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/SSL-on-an-instance.html: + addition_method: manual content_hash: c499d08fda16067069072d1723ce7661581a1fc2915a73e69d9ff828e7adebf3 health_score: 100.0 last_checked: 1779031625.13736 @@ -66407,8 +70082,8 @@ https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/SSL-on-an-instance.html: - docs/aws-security.md v2_locations: - aws-security.md - addition_method: manual https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-eni.html: + addition_method: manual ai_summary: 'Curator Insight: Technical documentation specifying ENI limits and IP exhaustion thresholds in EC2. Live Grounding: Critical reference for EKS network planning to avoid pod startup errors due to IP scarcity.' @@ -66435,8 +70110,8 @@ https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-eni.html: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-limits.html: + addition_method: manual content_hash: 7c55ba6d784405e93a564ec1f115211a58a1f2c8da284c57dc8471eff866a940 health_score: 100.0 last_checked: 1779033162.821017 @@ -66447,24 +70122,24 @@ https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-l - docs/aws-messaging.md v2_locations: - aws-messaging.md - addition_method: manual https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-quotas.html: + addition_method: manual last_checked: 1779388491.048256 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-messaging.md - addition_method: manual https://docs.aws.amazon.com/AmazonECR/latest/userguide: + addition_method: manual last_checked: 1779388802.641463 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-containers.md - addition_method: manual https://docs.aws.amazon.com/AmazonECR/latest/userguide/ECR_GetStarted.html: + addition_method: manual content_hash: 01a959416ae4144fc8e1c21a95ef06c2afbcdb02de8dd147f66ee727f9a4a2be health_score: 100.0 last_checked: 1779029989.01265 @@ -66475,8 +70150,8 @@ https://docs.aws.amazon.com/AmazonECR/latest/userguide/ECR_GetStarted.html: - docs/aws-containers.md v2_locations: - aws-containers.md - addition_method: manual https://docs.aws.amazon.com/AmazonECS/latest/developerguide/ecs-optimized_AMI.html: + addition_method: manual content_hash: b357ad135a836c0b87743ad46fe0ee86203e8e33131f4bcd5c647054d4ffa559 health_score: 100.0 last_checked: 1779029556.395115 @@ -66488,8 +70163,8 @@ https://docs.aws.amazon.com/AmazonECS/latest/developerguide/ecs-optimized_AMI.ht - docs/aws-containers.md v2_locations: - aws-containers.md - addition_method: manual https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/CHAP_Tutorials.RestoringFromSnapshot.html: + addition_method: manual ai_summary: Official Amazon RDS guide for restoring database environments from snapshots. Details parameter group mappings, VPC/Subnet target assignments, and DB engine storage allocation shifts during reconstruction. @@ -66515,16 +70190,16 @@ https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/CHAP_Tutorials.RestoringF v2_locations: - aws-databases.md year: '2026' - addition_method: manual https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateDBInstance.html: + addition_method: manual last_checked: 1779388318.525195 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-databases.md - addition_method: manual https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateOracleInstance.html: + addition_method: manual content_hash: 76848e362badc26d301e750b0c58487a09b4be5f72baed2df1b974c8eabfb2cf health_score: 100.0 last_checked: 1779031782.374948 @@ -66535,8 +70210,8 @@ https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateOracleInstance - docs/aws-databases.md v2_locations: - aws-databases.md - addition_method: manual https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_ReadRepl.html: + addition_method: manual ai_summary: Exhaustive official guide detailing the design, limits, and monitoring of read-replicas for open-source engines in AWS RDS. Covers cross-region replication strategies and promoting a replica to master during failovers. @@ -66562,8 +70237,8 @@ https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_ReadRepl.html: v2_locations: - aws-databases.md year: '2026' - addition_method: manual https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_VPC.WorkingWithRDSInstanceinaVPC.html: + addition_method: manual ai_summary: The foundational AWS RDS VPC networking architecture reference. Analyzes subnet group designations, public versus private access configurations, and network isolation topologies for secure DB hosting. @@ -66589,16 +70264,16 @@ https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_VPC.WorkingWithRDSIn v2_locations: - aws-databases.md year: '2026' - addition_method: manual https://docs.aws.amazon.com/AmazonS3/latest/API/ipv6-access.html: + addition_method: manual last_checked: 1779388318.511279 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-storage.md - addition_method: manual https://docs.aws.amazon.com/AmazonS3/latest/dev/ipv6-access.html: + addition_method: manual content_hash: ea99d3922b673a9d765b99ba2ed1d1d1cfb5477c95d158d5a0a52f36bcdaa66c health_score: 100.0 last_checked: 1779034336.655894 @@ -66609,8 +70284,8 @@ https://docs.aws.amazon.com/AmazonS3/latest/dev/ipv6-access.html: - docs/aws-storage.md v2_locations: - aws-storage.md - addition_method: manual https://docs.aws.amazon.com/IAM/latest/UserGuide/getting-started.html: + addition_method: manual content_hash: 8c34fde277bfc39b78a30caa1879bc41d0a200949b990f01530090bb7d4e21fe health_score: 100.0 last_checked: 1779033328.914871 @@ -66622,16 +70297,16 @@ https://docs.aws.amazon.com/IAM/latest/UserGuide/getting-started.html: - docs/aws-security.md v2_locations: - aws-security.md - addition_method: manual https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide: + addition_method: manual last_checked: 1779388318.579058 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-databases.md - addition_method: manual https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide/CHAP_SchemaConversionTool.Converting.CreateProject.html: + addition_method: manual content_hash: cf75bb2e1ce78c81f6df53a942fa15566bef4edf2d1da8e162b80ded1cecb3ea health_score: 100.0 last_checked: 1779031615.396039 @@ -66642,8 +70317,8 @@ https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide/CHAP_SchemaCon - docs/aws-databases.md v2_locations: - aws-databases.md - addition_method: manual https://docs.aws.amazon.com/apigateway/latest/developerguide/create-api-using-import-export-api.html: + addition_method: manual content_hash: 8ccce5a261d1792faafcd31f22e5989ef8832353f26bfe10fb50263f1f2bd766 health_score: 100.0 last_checked: 1779033040.844793 @@ -66655,8 +70330,8 @@ https://docs.aws.amazon.com/apigateway/latest/developerguide/create-api-using-im - docs/aws.md v2_locations: - aws.md - addition_method: manual https://docs.aws.amazon.com/application-discovery/latest/userguide/what-is-appdiscovery.html: + addition_method: manual content_hash: 6dea5556b7536672192e5e45e047a9dd6fc72de17822dea90f759adfd30bb90f health_score: 100.0 last_checked: 1779030019.113509 @@ -66668,8 +70343,8 @@ https://docs.aws.amazon.com/application-discovery/latest/userguide/what-is-appdi - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://docs.aws.amazon.com/awsconsolehelpdocs/latest/gsg/getting-started.html: + addition_method: manual content_hash: 793312f1f190abdbe38ce8fc76ecadc974aa4a78aef4938aea9e346301226fc3 health_score: 100.0 last_checked: 1779032179.907021 @@ -66681,8 +70356,8 @@ https://docs.aws.amazon.com/awsconsolehelpdocs/latest/gsg/getting-started.html: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://docs.aws.amazon.com/cli/latest/index.html: + addition_method: manual content_hash: 9f5e0652e2c7d33774bf5a29b1a00e45bb525d3eb642508acdf8f80cff43ddb0 health_score: 100.0 last_checked: 1779031735.754762 @@ -66693,8 +70368,8 @@ https://docs.aws.amazon.com/cli/latest/index.html: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md - addition_method: manual https://docs.aws.amazon.com/cli/latest/reference/codepipeline/index.html: + addition_method: manual content_hash: 857822c0199e85e3100e48b0805b3bf728a013369213dcd509f3e97fd1ee6586 health_score: 100.0 last_checked: 1779029070.730846 @@ -66706,8 +70381,8 @@ https://docs.aws.amazon.com/cli/latest/reference/codepipeline/index.html: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md - addition_method: manual https://docs.aws.amazon.com/cli/latest/reference/service-quotas/get-service-quota.html: + addition_method: manual content_hash: 2874169fcf3f85b1993d9115957bf9bb72c1935c7bb27760b487a3c794cfcfd7 health_score: 100.0 last_checked: 1779130494.944252 @@ -66718,8 +70393,8 @@ https://docs.aws.amazon.com/cli/latest/reference/service-quotas/get-service-quot - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://docs.aws.amazon.com/cloud-map/latest/api/API_HealthCheckCustomConfig.html: + addition_method: manual content_hash: d5ce619ea033c6ca6179adc1b46890f13a6b98829983b9127ea41ebf26922f15 description: '' health_score: 100.0 @@ -66735,8 +70410,8 @@ https://docs.aws.amazon.com/cloud-map/latest/api/API_HealthCheckCustomConfig.htm v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://docs.aws.amazon.com/data-pipeline: + addition_method: manual content_hash: e5d2c6bf4d206f02b9dac007cda78f448b979def9fb8fde4370c636472ada4f5 health_score: 100.0 last_checked: 1779130494.94803 @@ -66747,8 +70422,8 @@ https://docs.aws.amazon.com/data-pipeline: - docs/aws-data.md v2_locations: - aws-data.md - addition_method: manual https://docs.aws.amazon.com/data-pipeline/index.html: + addition_method: manual content_hash: 51bad39648418f870cc7bf6ffb620590197ca607b0923977477f809627aae418 description: '' health_score: 100.0 @@ -66759,8 +70434,8 @@ https://docs.aws.amazon.com/data-pipeline/index.html: v1_locations: - docs/aws-data.md year: N/A - addition_method: manual https://docs.aws.amazon.com/eks/latest/userguide/autoscaling.html: + addition_method: manual content_hash: a3dc4abc9151541318b97da8a6b9efa63ae3130aadf1786c4684b95941ab0fdb health_score: 100.0 last_checked: 1779130494.975981 @@ -66771,8 +70446,8 @@ https://docs.aws.amazon.com/eks/latest/userguide/autoscaling.html: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual 'https://docs.aws.amazon.com/eks/latest/userguide/calico.html ': + addition_method: manual content_hash: 92dc5d2a435b305fe917252b3b0dcd9345c2e1fc22c4f4c3735457cef6021f1b description: '' health_score: 100.0 @@ -66783,8 +70458,8 @@ https://docs.aws.amazon.com/eks/latest/userguide/autoscaling.html: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://docs.aws.amazon.com/eks/latest/userguide/cluster-autoscaler.html: + addition_method: manual content_hash: 15b1a69c1832f01c65be6d3f2d2f9525fabf1317c4c31b6cd92f0c753f1621b1 description: '' health_score: 100.0 @@ -66795,8 +70470,8 @@ https://docs.aws.amazon.com/eks/latest/userguide/cluster-autoscaler.html: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://docs.aws.amazon.com/eks/latest/userguide/cni-network-policy.html: + addition_method: manual ai_summary: 'Curator Insight: Official AWS guide to configuring Calico as a network policy engine within EKS clusters. Live Grounding: Standard pattern for implementing namespace segregation and network isolation for microservices.' @@ -66817,8 +70492,8 @@ https://docs.aws.amazon.com/eks/latest/userguide/cni-network-policy.html: v2_locations: - kubernetes-security.md year: '2025' - addition_method: manual https://docs.aws.amazon.com/eks/latest/userguide/eks-add-ons.html: + addition_method: manual ai_summary: Official AWS documentation explaining the management of curated, enterprise-grade EKS cluster add-ons (such as VPC CNI, CoreDNS, and kube-proxy). It outlines the lifecycle workflow, covering configuration options, upgrade patterns, and IAM @@ -66840,8 +70515,8 @@ https://docs.aws.amazon.com/eks/latest/userguide/eks-add-ons.html: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2026' - addition_method: manual https://docs.aws.amazon.com/eks/latest/userguide/managing-add-ons.html: + addition_method: manual content_hash: e7c8cc407543ca14cfb4a60b6ebaccf82f99dd6e3bf5cbc7633d578d96d4005a description: '' health_score: 100.0 @@ -66852,8 +70527,8 @@ https://docs.aws.amazon.com/eks/latest/userguide/managing-add-ons.html: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.aws.amazon.com/eks/latest/userguide/sample-deployment.html: + addition_method: manual content_hash: 5f45481187ecef1505223db8d8ab35204f78c6d58f112801740b2ca8099431cf health_score: 100.0 last_checked: 1779130495.026464 @@ -66864,8 +70539,8 @@ https://docs.aws.amazon.com/eks/latest/userguide/sample-deployment.html: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://docs.aws.amazon.com/eks/latest/userguide/sec-group-reqs.html: + addition_method: manual ai_summary: 'Curator Insight: Official AWS guidelines on minimal security group parameters for EKS control planes and workers. Live Grounding: Vital infrastructure design reference preventing accidental exposure of internal cluster controllers.' @@ -66892,8 +70567,8 @@ https://docs.aws.amazon.com/eks/latest/userguide/sec-group-reqs.html: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://docs.aws.amazon.com/eks/latest/userguide/update-managed-node-group.html: + addition_method: manual ai_summary: The official AWS guide to executing rolling upgrades on EKS Managed Node Groups with zero-downtime guarantees. It details node drain strategies, maximum unavailable parameters, and pod disruption considerations. This documentation @@ -66921,8 +70596,8 @@ https://docs.aws.amazon.com/eks/latest/userguide/update-managed-node-group.html: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/create_deploy_PHP_eb.html: + addition_method: manual content_hash: 1916ddc5c10c9313b7e592b4140363fe5cd9f815b1bc6938ab2a69a6ffd38a9f health_score: 100.0 last_checked: 1779033731.323811 @@ -66934,8 +70609,8 @@ https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/create_deploy_PHP_eb.html - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/environments-cfg-applicationloadbalancer.html: + addition_method: manual content_hash: b3fd00f8c5849ff7d78bcf19a8b19f2d75e0a75651aab161f5e13c5fd24ae62d health_score: 100.0 last_checked: 1779030558.814629 @@ -66947,8 +70622,8 @@ https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/environments-cfg-applicat - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/php-ha-tutorial.html: + addition_method: manual content_hash: 1749f95bb2af97c1ec37d02fec3b3e407922ae12ecaecbb9a5e9904e4de70939 health_score: 100.0 last_checked: 1779031883.082991 @@ -66960,8 +70635,8 @@ https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/php-ha-tutorial.html: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://docs.aws.amazon.com/elasticloadbalancing/latest/userguide/what-is-load-balancing.html: + addition_method: manual content_hash: dd1967a5ab295e94bc4ad0dffb68120707b7cc84430c078bfe3ec4cf5ed63dc4 health_score: 100.0 last_checked: 1779032547.526257 @@ -66973,8 +70648,8 @@ https://docs.aws.amazon.com/elasticloadbalancing/latest/userguide/what-is-load-b - docs/aws-networking.md v2_locations: - aws-networking.md - addition_method: manual https://docs.aws.amazon.com/general/latest/gr/glos-chap.html: + addition_method: manual content_hash: 0b64126f6fa10100a14fa578ef09e1d90e7f16f705a91f2742e63fb0f33acf4f health_score: 100.0 last_checked: 1779032578.762515 @@ -66986,8 +70661,8 @@ https://docs.aws.amazon.com/general/latest/gr/glos-chap.html: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://docs.aws.amazon.com/hands-on/latest/create-mysql-db/create-mysql-db.html: + addition_method: manual ai_summary: A beginner-to-intermediate hands-on tutorial for launching a MySQL DB instance inside AWS RDS. Walks through security group access policies, DB engine parameters, and application tier connectivity patterns. @@ -67008,8 +70683,8 @@ https://docs.aws.amazon.com/hands-on/latest/create-mysql-db/create-mysql-db.html v2_locations: - aws-databases.md year: '2026' - addition_method: manual https://docs.aws.amazon.com/iot/latest/developerguide/what-is-aws-iot.html: + addition_method: manual content_hash: 0392385e0e81f029e2f82062cce6ab52e0765486d4b26d6ad6388c8606458155 health_score: 100.0 last_checked: 1779031464.698031 @@ -67021,8 +70696,8 @@ https://docs.aws.amazon.com/iot/latest/developerguide/what-is-aws-iot.html: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://docs.aws.amazon.com/kinesis: + addition_method: manual ai_summary: Official AWS documentation for Kinesis Data Streams. Highly resilient, fully managed cloud service for real-time data streaming at scale, designed for seamless integrations within the AWS ecosystem and serverless application designs. @@ -67044,8 +70719,8 @@ https://docs.aws.amazon.com/kinesis: v2_locations: - message-queue.md year: '2026' - addition_method: manual https://docs.aws.amazon.com/kinesis/index.html: + addition_method: manual content_hash: 89f68bcd396376649118300dd888a192ca699fea639d9457294299adf2379491 description: '' health_score: 100.0 @@ -67056,8 +70731,8 @@ https://docs.aws.amazon.com/kinesis/index.html: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://docs.aws.amazon.com/kms/latest/developerguide/importing-keys.html: + addition_method: manual content_hash: c6b1b2c6df0ee07b2b2a09022c67277969c0ce82b1fffca1949fa94a606d7048 description: '' health_score: 100.0 @@ -67074,8 +70749,8 @@ https://docs.aws.amazon.com/kms/latest/developerguide/importing-keys.html: v2_locations: - aws-security.md year: N/A - addition_method: manual https://docs.aws.amazon.com/lambda/latest/dg/lambda-python-how-to-create-deployment-package.html: + addition_method: manual ai_summary: This official developer guide provides programmatic blueprints for compiling, packaging, and deploying Python-based application code within AWS Lambda environments. It details the utilization of Lambda Layers to separate dependencies from core @@ -67104,8 +70779,8 @@ https://docs.aws.amazon.com/lambda/latest/dg/lambda-python-how-to-create-deploym v2_locations: - aws-serverless.md year: '2024' - addition_method: manual https://docs.aws.amazon.com/lambda/latest/dg/limits.html: + addition_method: manual ai_summary: The authoritative reference for hard and soft resource constraints governing AWS Lambda execution environments, including memory allocation, concurrency limits, and ephemeral storage capacities. It discusses architectural patterns to mitigate @@ -67133,17 +70808,17 @@ https://docs.aws.amazon.com/lambda/latest/dg/limits.html: v2_locations: - aws-serverless.md year: '2025' - addition_method: manual https://docs.aws.amazon.com/linux/al2/ug/SSL-on-amazon-linux-2.html: + addition_method: manual last_checked: 1779388817.867048 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual ? https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/access-container-applications-privately-on-amazon-eks-using-aws-privatelink-and-a-network-load-balancer.html -: ai_summary: A prescriptive AWS design pattern illustrating private, cross-VPC service +: addition_method: manual + ai_summary: A prescriptive AWS design pattern illustrating private, cross-VPC service consumption using AWS PrivateLink and a Network Load Balancer (NLB). It highlights secure service exposition strategies without exposing internal IP routing configurations to external peers. Critical for multi-account and enterprise compliance structures. @@ -67172,8 +70847,8 @@ https://docs.aws.amazon.com/linux/al2/ug/SSL-on-amazon-linux-2.html: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture: + addition_method: manual content_hash: e91eb43937fe8f8b2b5886c3936076b7af22d349c1574e46c945fc0667f25d45 health_score: 100.0 last_checked: 1779130494.951318 @@ -67184,8 +70859,8 @@ https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-arch - docs/aws-security.md v2_locations: - aws-security.md - addition_method: manual https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/architecture.html: + addition_method: manual content_hash: 43c4688b2c7f6dc3feef417c4626dad64f47b0e7e8a1fbacb9f8876b4e6931fb description: '' health_score: 100.0 @@ -67201,8 +70876,8 @@ https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-arch v2_locations: - aws.md year: N/A - addition_method: manual https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/welcome.html: + addition_method: manual content_hash: 4b79c0b7e720e42066f9067d19addac37f70dcf971fde64d898549596a1f7057 description: '' health_score: 100.0 @@ -67213,8 +70888,8 @@ https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-arch v1_locations: - docs/aws-security.md year: N/A - addition_method: manual https://docs.aws.amazon.com/redshift/latest/dg/tutorial-tuning-tables.html: + addition_method: manual ai_summary: Curator Insight provides the authoritative AWS tutorial on optimizing Amazon Redshift table structures. Live Grounding highlights deep configurations including distribution styles (KEY, ALL, EVEN), sort keys (compound vs interleaved), @@ -67242,8 +70917,8 @@ https://docs.aws.amazon.com/redshift/latest/dg/tutorial-tuning-tables.html: v2_locations: - aws-databases.md year: '2021' - addition_method: manual https://docs.aws.amazon.com/security: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -67258,8 +70933,8 @@ https://docs.aws.amazon.com/security: v2_locations: - aws-security.md year: N/A - addition_method: manual https://docs.aws.amazon.com/service-authorization/latest/reference/reference_policies_actions-resources-contextkeys.html: + addition_method: manual content_hash: 99247f1032b115b3113a6af1e0f1d3c262561b821cde298ce57d642e237d4277 description: '' health_score: 100.0 @@ -67278,16 +70953,16 @@ https://docs.aws.amazon.com/service-authorization/latest/reference/reference_pol - cheatsheets.md - aws.md year: N/A - addition_method: manual https://docs.aws.amazon.com/storagegateway: + addition_method: manual last_checked: 1779388318.703882 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - aws-storage.md - addition_method: manual https://docs.aws.amazon.com/storagegateway/latest/userguide/GettingStarted-common.html: + addition_method: manual content_hash: 100755cd4bad8eff79086af1eb3396cd31636347793301186bc0391b98345bbc health_score: 100.0 last_checked: 1779032873.072088 @@ -67297,15 +70972,15 @@ https://docs.aws.amazon.com/storagegateway/latest/userguide/GettingStarted-commo - docs/aws-storage.md v2_locations: - aws-storage.md - addition_method: manual https://docs.aws.amazon.com/systems-manager/latest/userguide/systems-manager-parameter-store.html: + addition_method: manual content_hash: 6e8804f0e17f2103d95b85c6a6c577da845692616d9ed276898be889b01803bc health_score: 100.0 last_checked: 1779034456.435133 v1_locations: - docs/devsecops.md - addition_method: manual https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html: + addition_method: manual ai_summary: 'The official AWS Well-Architected Framework documentation defining six foundational pillars: Security, Reliability, Performance Efficiency, Cost Optimization, Operational Excellence, and Sustainability. Grounding confirms its @@ -67333,8 +71008,8 @@ https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html: v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://docs.aws.amazon.com/wellarchitected/latest/security-pillar/application-security.html: + addition_method: manual content_hash: 8320734e2d48178618f1cb0ae09960072ef9444e247736797018ba520bd71f22 description: '' health_score: 100.0 @@ -67350,9 +71025,9 @@ https://docs.aws.amazon.com/wellarchitected/latest/security-pillar/application-s v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://docs.aws.amazon.com/whitepapers/latest/aws-best-practices-ddos-resiliency/configuring-route53-for-cost-protection-from-nxdomain-attacks.html -: content_hash: bae467af5c2b300dcb5bf98ec88ed8e78d8f8d51d135f4c298dd216610e6c79f +: addition_method: manual + content_hash: bae467af5c2b300dcb5bf98ec88ed8e78d8f8d51d135f4c298dd216610e6c79f description: '' health_score: 100.0 last_checked: 1779033295.950793 @@ -67367,8 +71042,8 @@ https://docs.aws.amazon.com/wellarchitected/latest/security-pillar/application-s v2_locations: - aws-networking.md year: N/A - addition_method: manual https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservices-on-aws.html: + addition_method: manual content_hash: cc3f889b485723b1576aba7d98e9fc806561a908e929c5e8de1b112a886c325c description: '' health_score: 100.0 @@ -67384,8 +71059,8 @@ https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservice v2_locations: - aws.md year: N/A - addition_method: manual https://docs.aws.amazon.com/whitepapers/latest/organizing-your-aws-environment/organizing-your-aws-environment.html: + addition_method: manual content_hash: 16eb07aed1d4b5dd04bb9543c7bf0b46f794dd5187226e396eab3f8b9dec5198 description: '' health_score: 100.0 @@ -67402,8 +71077,8 @@ https://docs.aws.amazon.com/whitepapers/latest/organizing-your-aws-environment/o v2_locations: - aws-security.md year: N/A - addition_method: manual https://docs.cloud.google.com/architecture/security/owasp-top-ten-mitigation: + addition_method: manual ai_summary: A detailed architectural whitepaper outlining how to protect applications deployed on Google Cloud against the classic OWASP Top 10 vulnerabilities. Features concrete implementation strategies utilizing Google Cloud Armor, Identity-Aware @@ -67426,8 +71101,8 @@ https://docs.cloud.google.com/architecture/security/owasp-top-ten-mitigation: v2_locations: - devsecops.md year: '2023' - addition_method: manual https://docs.cloud.google.com/code/docs/vscode/yaml-editing: + addition_method: manual ai_summary: Official Google Cloud tutorial configuring Visual Studio Code with structural snippets, optimizing engineering speeds when deploying nested Kubernetes objects. complexity: Beginner @@ -67448,8 +71123,8 @@ https://docs.cloud.google.com/code/docs/vscode/yaml-editing: v2_locations: - scaffolding.md year: '2023' - addition_method: manual https://docs.cloud.google.com/compute/docs/containers: + addition_method: manual content_hash: f8667b084d915c2a0ea399d9fbec0278c0d051a64b48f804978d6fdfb38ae540 health_score: 100.0 last_checked: 1779130495.026856 @@ -67461,8 +71136,8 @@ https://docs.cloud.google.com/compute/docs/containers: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://docs.cloud.google.com/config-connector/docs/overview: + addition_method: manual content_hash: aa9788ba015f0f8cebce570fdb7b309d2b299d1079c2f337d2c27c0290b1773d health_score: 100.0 last_checked: 1779130494.987823 @@ -67476,16 +71151,16 @@ https://docs.cloud.google.com/config-connector/docs/overview: v2_locations: - kubernetes-tools.md - iac.md - addition_method: manual https://docs.cloud.google.com/deploy/docs/deploy-app-run: + addition_method: manual content_hash: 56b670760a09be5b2f985163fbb81f7adc6c5b1d2be049da2d3a6c5b1631875d health_score: 100.0 last_checked: 1779130494.996464 needs_ai_refresh: true v1_locations: - docs/GoogleCloudPlatform.md - addition_method: manual https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison: + addition_method: manual content_hash: 23aa2883ee9ff802d1e9d90ef7849d71ecc50a35a0f8598ce06babc818bf801c health_score: 100.0 last_checked: 1779130494.934454 @@ -67499,14 +71174,14 @@ https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison: v2_locations: - GoogleCloudPlatform.md - public-cloud-solutions.md - addition_method: manual https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison/aws: + addition_method: manual health_score: 64.0 last_checked: 1779130494.961336 v1_locations: - docs/GoogleCloudPlatform.md - addition_method: manual https://docs.cloud.google.com/docs/terraform/blueprints/terraform-blueprints: + addition_method: manual content_hash: bf07a9860b902b906044cdc19aba514806cf20b5582d2340b058b9b9b64e23d0 health_score: 100.0 last_checked: 1779130495.007404 @@ -67518,8 +71193,8 @@ https://docs.cloud.google.com/docs/terraform/blueprints/terraform-blueprints: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://docs.cloud.google.com/dotnet/docs/creating-cicd-pipeline-vsts-compute-engine: + addition_method: manual content_hash: b2abfa80a68db95d94fa4dd0e612187e1fb7a372842815bb3fa59fa19a3fe6a3 health_score: 100.0 last_checked: 1779130494.94232 @@ -67531,8 +71206,8 @@ https://docs.cloud.google.com/dotnet/docs/creating-cicd-pipeline-vsts-compute-en - docs/azure.md v2_locations: - azure.md - addition_method: manual https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview: + addition_method: manual content_hash: 3669a13a2a876210a257e2889122d123c580e7e2c53bcf87e5073094e5ef17ec health_score: 100.0 last_checked: 1779130494.973505 @@ -67546,8 +71221,8 @@ https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview: v2_locations: - gitops.md - GoogleCloudPlatform.md - addition_method: manual https://docs.cloud.google.com/kubernetes-engine/docs: + addition_method: manual content_hash: f7fe6a4457c359cce2a993967cb2f8b7c78fe257d8eb505f788be682d438ba14 health_score: 100.0 last_checked: 1779130494.948376 @@ -67559,8 +71234,8 @@ https://docs.cloud.google.com/kubernetes-engine/docs: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://docs.cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview: + addition_method: manual ai_summary: Primary conceptual documentation for GKE Autopilot. Highlights SLA details, security-hardening parameters, dynamic pricing models, and specific restrictions compared to standard node environments. @@ -67581,8 +71256,8 @@ https://docs.cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual https://docs.cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler: + addition_method: manual content_hash: 649a1d7d6d9eb5210857d158e2695e64d58db6ba181753d1a2ddfe7c5b90f9d2 health_score: 100.0 last_checked: 1779130494.988774 @@ -67594,8 +71269,8 @@ https://docs.cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://docs.cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns: + addition_method: manual ai_summary: A technical implementation guide for GKE Cloud DNS integration using VPC-scope DNS architectures. Explains how to achieve seamless name resolution across hybrid clusters without running local DNS caching daemons. @@ -67616,8 +71291,8 @@ https://docs.cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual https://docs.cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache: + addition_method: manual ai_summary: Covers setting up NodeLocal DNSCache in GKE clusters. Explains how running a lightweight DNS caching daemon as a DaemonSet helps mitigate connection-tracking overhead and latency bottlenecks. @@ -67639,8 +71314,8 @@ https://docs.cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2023' - addition_method: manual https://docs.cloud.google.com/load-balancing/docs/l7-internal: + addition_method: manual content_hash: 1af0da9ab0d60f640975badc41dd8605a187a41f8fe08c21a1381c9efc964481 health_score: 100.0 last_checked: 1779130494.940207 @@ -67652,8 +71327,8 @@ https://docs.cloud.google.com/load-balancing/docs/l7-internal: - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://docs.cloud.google.com/pubsub/docs/overview: + addition_method: manual ai_summary: Comprehensive documentation for GCP Pub/Sub, an enterprise-grade, globally distributed, fully-managed asynchronous messaging service. It provides consistent sub-second latencies at arbitrary scale. It features seamless integrations with @@ -67676,8 +71351,8 @@ https://docs.cloud.google.com/pubsub/docs/overview: v2_locations: - message-queue.md year: '2026' - addition_method: manual https://docs.cloud.google.com/sdk/docs/cheatsheet?hl=en: + addition_method: manual content_hash: dd798c6b82589ff1994a22dc716a65c906c1df4277aa435f6fd0ad08ed5837de health_score: 100.0 last_checked: 1779130494.939252 @@ -67689,8 +71364,8 @@ https://docs.cloud.google.com/sdk/docs/cheatsheet?hl=en: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md - addition_method: manual https://docs.cloud.google.com/secret-manager/docs/analyze-resources: + addition_method: manual ai_summary: Official Google Cloud documentation describing how to audit and analyze secret exposure utilizing the Cloud Asset Inventory. It helps cloud compliance administrators query, trace, and secure GCP IAM bindings connected to Secret Manager @@ -67712,8 +71387,8 @@ https://docs.cloud.google.com/secret-manager/docs/analyze-resources: v2_locations: - devsecops.md year: '2024' - addition_method: manual https://docs.cloud.google.com/secret-manager/docs/best-practices: + addition_method: manual content_hash: 2a4a81333bc60d73ff394bf02df9f42a4f907f5e6e2020a98be303c13bea559c health_score: 100.0 last_checked: 1779130494.973784 @@ -67725,8 +71400,8 @@ https://docs.cloud.google.com/secret-manager/docs/best-practices: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md - addition_method: manual https://docs.cloud.google.com/service-mesh/docs: + addition_method: manual content_hash: b6034a03fccf384c3921062709f1cbf202737095bded1849274fca7d77c7c1e0 health_score: 100.0 last_checked: 1779130495.010521 @@ -67738,8 +71413,8 @@ https://docs.cloud.google.com/service-mesh/docs: - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://docs.cloud.google.com/stackdriver/docs/managed-prometheus: + addition_method: manual content_hash: 9f260a83a88e46c9d7884f4a96a0d108c0467445c30a04b1d286770b44b6e217 health_score: 100.0 last_checked: 1779130494.921604 @@ -67751,8 +71426,8 @@ https://docs.cloud.google.com/stackdriver/docs/managed-prometheus: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://docs.cloud.google.com/vpc/docs/vpc: + addition_method: manual content_hash: cecef27624781079140eccb447e5639b4799ba08705c6febc2830cb2ec6a6707 health_score: 100.0 last_checked: 1779130495.007315 @@ -67764,8 +71439,8 @@ https://docs.cloud.google.com/vpc/docs/vpc: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md - addition_method: manual https://docs.cloud.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm: + addition_method: manual content_hash: bbbb8c6e31557e4b405e12d41e708a7cd28d4b83a3bfeca10c04c8853bf95dbb description: '' health_score: 100.0 @@ -67775,8 +71450,8 @@ https://docs.cloud.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengovervie v1_locations: - docs/oraclecloud.md year: N/A - addition_method: manual https://docs.cloud.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm: + addition_method: manual content_hash: 034f1bde455eb897c9cae8bbb4cbb2c791f7d33286dc70c5894d6fa98e6c789a description: '' health_score: 100.0 @@ -67786,8 +71461,8 @@ https://docs.cloud.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm v1_locations: - docs/oraclecloud.md year: N/A - addition_method: manual https://docs.cloudbees.com/docs/cloudbees-ci/latest/casc-controller/distribute-casc-bundles-from-oc: + addition_method: manual content_hash: 865319f3838a9852e64db68806c6cb061a58149da6194d5c9eff251fee77303b health_score: 100.0 last_checked: 1779130494.976736 @@ -67799,8 +71474,8 @@ https://docs.cloudbees.com/docs/cloudbees-ci/latest/casc-controller/distribute-c - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://docs.cloudbees.com/docs/cloudbees-core/latest/cloud-admin-guide/core-casc-modern: + addition_method: manual content_hash: 213bb64e1c6932a490accdaf9fc3b926a96afd41b3aaae5069f4a89f628bac22 description: '' health_score: 100.0 @@ -67812,9 +71487,9 @@ https://docs.cloudbees.com/docs/cloudbees-core/latest/cloud-admin-guide/core-cas v1_locations: - docs/jenkins.md year: N/A - addition_method: manual ? https://docs.cloudblue.com/cbc/20.5/premium/content/Deployment-of-Product-to-Azure-Cloud-Guide/Deploying-AKS-Cluster-with-Custom-IP-Ranges.htm -: ai_summary: Technical reference for deploying AKS clusters with specific, custom +: addition_method: manual + ai_summary: Technical reference for deploying AKS clusters with specific, custom IP ranges via ARM Templates. While modern architectures have transitioned to Bicep or Terraform, this offers structural networking reference configurations for legacy templates. @@ -67842,8 +71517,8 @@ https://docs.cloudbees.com/docs/cloudbees-core/latest/cloud-admin-guide/core-cas v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.cloudify.co: + addition_method: manual ai_summary: 'Examines structural challenges in scaling DevSecOps, focusing on multi-cloud security orchestrations. Contrast: Curator Insight highlights simple automation roadblocks, while Live Grounding confirms that managing state drift across multiple @@ -67868,8 +71543,8 @@ https://docs.cloudify.co: - terraform.md - devsecops.md year: '2021' - addition_method: manual https://docs.cloudposse.com/components/library/aws/runs-on: + addition_method: manual ai_summary: A robust, production-tested Terraform component for deploying and autoscaling self-hosted GitHub Actions runners inside AWS. Integrates with AWS ECS, EKS, or EC2 to provide secure, ephemeral, and cost-effective pipeline execution environments. @@ -67901,8 +71576,8 @@ https://docs.cloudposse.com/components/library/aws/runs-on: - devops.md - kubernetes-tools.md year: N/A - addition_method: manual https://docs.conduktor.io/learn: + addition_method: manual ai_summary: 'Curator Insight: Conduktor''s comprehensive learning catalog targeting advanced Kafka operations. Live Grounding: Step-by-step guides covering schema evolution, security architectures (SASL/mTLS), custom interceptors, and stream @@ -67925,8 +71600,8 @@ https://docs.conduktor.io/learn: v2_locations: - message-queue.md year: N/A - addition_method: manual https://docs.confluent.io/platform/current/streams/overview.html: + addition_method: manual ai_summary: An extensive comparison guide from Confluent mapping out when to use the lightweight Kafka Streams Java client library versus ksqlDB database abstraction layers. Analyzes development environments, deployment scales, and infrastructure @@ -67949,8 +71624,8 @@ https://docs.confluent.io/platform/current/streams/overview.html: v2_locations: - message-queue.md year: '2025' - addition_method: manual https://docs.databricks.com/aws/en/structured-streaming/production: + addition_method: manual ai_summary: Curator Insight explains how to configure fair scheduler pools to run concurrent streaming jobs. Live Grounding verifies that multi-tenant Databricks runtimes require resource isolated scheduler pools to mitigate thread starvation. @@ -67973,8 +71648,8 @@ https://docs.databricks.com/aws/en/structured-streaming/production: v2_locations: - kubernetes-bigdata.md year: '2024' - addition_method: manual https://docs.databricks.com/structured-streaming/scheduler-pools.html: + addition_method: manual content_hash: 76a764e3d2746d3d578598f5fc889e4f04a4ed55edd3e1f6d76cd0df1a4f35ea description: '' health_score: 100.0 @@ -67985,8 +71660,8 @@ https://docs.databricks.com/structured-streaming/scheduler-pools.html: v1_locations: - docs/kubernetes-bigdata.md year: N/A - addition_method: manual https://docs.digitalocean.com/products/app-platform: + addition_method: manual content_hash: e1dcb403beff4fb5065ca76741aaa8c8bb0445e1c382fdf6347afcfcfb4f0bb3 health_score: 100.0 last_checked: 1779130494.985121 @@ -67998,8 +71673,8 @@ https://docs.digitalocean.com/products/app-platform: - docs/digitalocean.md v2_locations: - digitalocean.md - addition_method: manual https://docs.digitalocean.com/products/kubernetes: + addition_method: manual ai_summary: Official DigitalOcean Kubernetes (DOKS) product documentation. Details storage configurations, container networking setups, and cluster architecture requirements for developer-focused managed Kubernetes instances. @@ -68026,8 +71701,8 @@ https://docs.digitalocean.com/products/kubernetes: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.digitalocean.com/products/kubernetes/how-to/autoscale: + addition_method: manual content_hash: 76d56972ed9491ae12c7b1b7ce1b07dbbc709a0dd30fd4cb76c7b1609069bda7 health_score: 84.0 last_checked: 1779130494.932823 @@ -68038,8 +71713,8 @@ https://docs.digitalocean.com/products/kubernetes/how-to/autoscale: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://docs.docker.com: + addition_method: manual ai_summary: Archived documentation for Mirantis Universal Control Plane (UCP). Offers historic guidance on running large-scale legacy Docker Swarm Enterprise and Kubernetes platforms under a unified administrative dashboard. @@ -68060,8 +71735,8 @@ https://docs.docker.com: v2_locations: - kubernetes-alternatives.md year: '2021' - addition_method: manual https://docs.docker.com/build/buildkit: + addition_method: manual content_hash: 6db739bda0149f8a224e8fc701c63de15c670c700e1b68e9ff5a655b422479db health_score: 100.0 last_checked: 1779130494.977072 @@ -68072,8 +71747,8 @@ https://docs.docker.com/build/buildkit: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://docs.docker.com/desktop/setup/install/windows-install: + addition_method: manual ai_summary: Official instructions for enabling and managing the built-in single-node Kubernetes cluster inside Docker Desktop for Windows. Ideal for local development, it removes the need to manually configure external VM environments. @@ -68095,15 +71770,15 @@ https://docs.docker.com/desktop/setup/install/windows-install: v2_locations: - kubernetes-based-devel.md year: '2026' - addition_method: manual https://docs.docker.com/desktop/setup/sign-in: + addition_method: manual content_hash: 9080cb4becbe717357c9e1c4edbcbac814d9456023a6ccf7cdca3b0ddc695ef1 health_score: 100.0 last_checked: 1779130495.023871 v1_locations: - docs/matrix-table.md - addition_method: manual https://docs.docker.com/develop/develop-images/build_enhancements: + addition_method: manual content_hash: fba2fcf8bf5cbf0b910823e052640e3de2255c7a48377a733845089d11ea0080 description: '' health_score: 100.0 @@ -68114,15 +71789,15 @@ https://docs.docker.com/develop/develop-images/build_enhancements: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://docs.docker.com/docker-for-windows: + addition_method: manual content_hash: f4a11e2bf8432fac4e34a3fdae0bb447c3379e304097fd259ae7398e4a4d0490 health_score: 100.0 last_checked: 1779032103.770114 v1_locations: - docs/matrix-table.md - addition_method: manual https://docs.docker.com/ee/ucp: + addition_method: manual content_hash: 2683fa73407419afc7464df24ec715f9349aa16a2db1f220bf13acefc4435d20 description: '' health_score: 100.0 @@ -68133,8 +71808,8 @@ https://docs.docker.com/ee/ucp: v1_locations: - docs/kubernetes-alternatives.md year: N/A - addition_method: manual https://docs.docker.com/engine/context/ecs-integration: + addition_method: manual content_hash: c23648dbab66659012b2ce4d60cdeb4ef11408ea0e747f44cdc631e3fcc6d6b7 description: '' health_score: 100.0 @@ -68149,8 +71824,8 @@ https://docs.docker.com/engine/context/ecs-integration: v2_locations: - docker.md year: N/A - addition_method: manual https://docs.docker.com/engine/reference/commandline/buildx_imagetools: + addition_method: manual content_hash: 81a2f3abbac42d450220e4a4bdb1ca5c86a0dfcbe87f518820af63a2835b2df6 description: '' health_score: 100.0 @@ -68161,8 +71836,8 @@ https://docs.docker.com/engine/reference/commandline/buildx_imagetools: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://docs.docker.com/engine/swarm: + addition_method: manual ai_summary: The built-in clustering engine for Docker. Offers out-of-the-box multi-host networking, service discovery, and declarative configuration, serving as the primary lightweight orchestrator for small-to-medium topologies. @@ -68189,8 +71864,8 @@ https://docs.docker.com/engine/swarm: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://docs.docker.com/reference/cli/docker/buildx/imagetools: + addition_method: manual content_hash: 80320391fded3c7ecbd21872fece363fa2a97cc69da018200bff1eb6cec0a0c3 health_score: 100.0 last_checked: 1779130494.949792 @@ -68201,8 +71876,8 @@ https://docs.docker.com/reference/cli/docker/buildx/imagetools: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://docs.docker.com/registry/insecure: + addition_method: manual content_hash: c23648dbab66659012b2ce4d60cdeb4ef11408ea0e747f44cdc631e3fcc6d6b7 description: '' health_score: 100.0 @@ -68213,8 +71888,8 @@ https://docs.docker.com/registry/insecure: v1_locations: - docs/registries.md year: N/A - addition_method: manual https://docs.docker.com/retired: + addition_method: manual ai_summary: Retired Docker documentation dealing with configurations of insecure, unencrypted private registries. Preserved for diagnosing vintage local developer configurations. @@ -68236,9 +71911,9 @@ https://docs.docker.com/retired: - registries.md - docker.md year: '2026' - addition_method: manual ? https://docs.dynatrace.com/docs/ingest-from/setup-on-container-platforms/kubernetes/legacy/deploy-oneagent-operator-openshift-legacy -: content_hash: f2f0dd66bd718fb52208eeb1c9a3e14f1daed997d44e9355d8f976eff5ade446 +: addition_method: manual + content_hash: f2f0dd66bd718fb52208eeb1c9a3e14f1daed997d44e9355d8f976eff5ade446 health_score: 100.0 last_checked: 1779130494.967074 status: online @@ -68248,8 +71923,8 @@ https://docs.docker.com/retired: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://docs.fluxcd.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -68260,8 +71935,8 @@ https://docs.fluxcd.io: v1_locations: - docs/flux.md year: N/A - addition_method: manual https://docs.fluxcd.io/en/1.22.2: + addition_method: manual content_hash: 7dcfe4db6ee08c162339817dc2a7286612059c3a5983cd000f2bec6fc8eb7f5e health_score: 100.0 last_checked: 1779130495.006671 @@ -68272,8 +71947,8 @@ https://docs.fluxcd.io/en/1.22.2: - docs/flux.md v2_locations: - flux.md - addition_method: manual https://docs.garden.io: + addition_method: manual ai_summary: Official integration documentation for running non-disruptive, end-to-end performance tests within a modern microservices workflow. Emphasizes utilizing Garden's graph-based execution framework for local and CI load validation. @@ -68297,8 +71972,8 @@ https://docs.garden.io: - scaffolding.md - kubernetes-based-devel.md year: N/A - addition_method: manual https://docs.getenroute.io: + addition_method: manual content_hash: 03680c03d649f4627c82361fa0a97c82f837d94d1fe8691875379e4ca8fe01d3 health_score: 100.0 last_checked: 1779130494.95724 @@ -68309,8 +71984,8 @@ https://docs.getenroute.io: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://docs.github.com/en: + addition_method: manual ai_summary: 'The authoritative documentation portal for GitHub, offering deep-dives into GitHub Flavored Markdown (GFM) and integration patterns. It outlines security implications, task lists, and interactive rendering rules. Double-Evidence: While @@ -68344,8 +72019,8 @@ https://docs.github.com/en: - cheatsheets.md - git.md year: '2024' - addition_method: manual https://docs.github.com/en/actions/how-tos/write-workflows: + addition_method: manual content_hash: 681a7064ed6db75b597b2ecb55d9ed84a73528ee6e670d60bc4480089bec2635 health_score: 100.0 last_checked: 1779130494.962955 @@ -68357,8 +72032,8 @@ https://docs.github.com/en/actions/how-tos/write-workflows: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://docs.github.com/en/actions/learn-github-actions: + addition_method: manual content_hash: e35c79778e9adc96d7942e26586c0b44b59a25020030e1e930e539d5cd6eee1b description: '' health_score: 100.0 @@ -68368,8 +72043,8 @@ https://docs.github.com/en/actions/learn-github-actions: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://docs.github.com/en/authentication/troubleshooting-ssh/using-ssh-over-the-https-port: + addition_method: manual ai_summary: Official troubleshooting manual explaining how to bypass restrictive network proxies and firewalls by routing standard SSH operations over the secure HTTPS port (443). @@ -68396,8 +72071,45 @@ https://docs.github.com/en/authentication/troubleshooting-ssh/using-ssh-over-the v2_locations: - git.md year: N/A - addition_method: manual +https://docs.github.com/en/copilot/concepts/agents/copilot-cli/about-remote-control: + addition_method: automatic + ai_summary: 'Curator Insight: Extending local CLI execution to mobile and web endpoints + enables seamless steering of long-running development agents. + + + Live Grounding: GitHub documentation confirms that developers can initiate remote + control via the `/remote on` command or through `copilot --remote`, permitting + secure terminal session tracking and multi-surface approvals directly on GitHub.com + or the GitHub Mobile app.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: e2f92136173fb020ead01234171ace49b304cbb4f7326aa3a313bdd01cb1bee1 + description: Learn how to monitor, steer, and approve agentic workflows in running + GitHub Copilot CLI sessions remotely from GitHub.com or GitHub Mobile. + hierarchy: + - AI + - Developer Tools + - Coding Agents + - CLI Tooling + is_microservice: false + language: en + last_checked: 1780352158.263332 + reputation_status: Vetted + reputation_summary: Generally available as of May 2026, highly rated and widely + welcomed by the enterprise developer community for enabling mobile/web-driven + agentic workflows. + resource_type: documentation + social_preview_url: https://docs.github.com/assets/cb-345/images/social-cards/copilot.png + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: Remote Control of GitHub Copilot CLI Sessions + year: '2026' https://docs.github.com/en/copilot/get-started/best-practices: + addition_method: manual ai_summary: The authoritative guidelines from GitHub for maximizing productivity and code quality using GitHub Copilot. Outlines advanced prompt engineering strategies, structuring context files, dealing with security vulnerabilities, and validation @@ -68429,15 +72141,48 @@ https://docs.github.com/en/copilot/get-started/best-practices: - cicd.md - developerportals.md year: N/A - addition_method: manual +https://docs.github.com/en/copilot/how-tos/github-copilot-app/getting-started: + addition_method: automatic + ai_summary: The official documentation for initializing and operating the standalone + GitHub Copilot application. The guide covers foundational setups, authentication + mechanisms, and demonstrates how developers can utilize multi-file agentic sessions + to directly draft, validate, and execute complex code changes within local and + remote repositories. + category: ai-agents-mcp + complexity: Intermediate + content_hash: bf5ddc5399c3ca30f5c3a5e073f3a7c2d4553dc4ed89b94705c178db2d4f3bc1 + description: Sign in to the GitHub Copilot app, ask your first question in a quick + chat, and then create a full agent session to make changes to your code. + hierarchy: + - Developer Tools + - AI Coding Assistants + - GitHub Copilot + is_microservice: false + language: English + last_checked: 1780352581.792287 + reputation_status: Vetted + reputation_summary: Official GitHub product documentation. Copilot App is the industry-standard + AI development assistant. + resource_type: documentation + social_preview_url: https://docs.github.com/assets/cb-345/images/social-cards/copilot.png + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[GUIDE]' + title: Getting started with the GitHub Copilot app + year: '2025' https://docs.github.com/en/discussions: + addition_method: manual content_hash: 5819fb425c4c55eacc70053a096aed28a6cf05c1fcb5b3b7fe43ad53f6363341 health_score: 100.0 last_checked: 1779033400.352507 v1_locations: - docs/git.md - addition_method: manual https://docs.github.com/en/get-started/using-github/github-flow: + addition_method: manual ai_summary: Official specification of GitHub Flow, a lightweight, branch-based workflow supporting regular, rapid deployments. Explains how pull requests, code reviews, and deployments integrate cleanly into everyday developer operational practices. @@ -68464,22 +72209,22 @@ https://docs.github.com/en/get-started/using-github/github-flow: v2_locations: - git.md year: '2026' - addition_method: manual https://docs.github.com/en/pdfs/markdown-cheatsheet-online.pdf: + addition_method: manual health_score: 64.0 last_checked: 1779130494.935809 v1_locations: - docs/cheatsheets.md - addition_method: manual ? https://docs.github.com/en/repositories/configuring-branches-and-merges-in-your-repository/managing-protected-branches/managing-a-branch-protection-rule -: content_hash: 8f05fd1ed5c3b3432425c2cad3a591874e28cd860da92fa800e53026230bbc0c +: addition_method: manual + content_hash: 8f05fd1ed5c3b3432425c2cad3a591874e28cd860da92fa800e53026230bbc0c health_score: 100.0 last_checked: 1779130494.990233 needs_ai_refresh: true v1_locations: - docs/git.md - addition_method: manual https://docs.gitlab.com/ee/topics/gitlab_flow.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -68493,8 +72238,8 @@ https://docs.gitlab.com/ee/topics/gitlab_flow.html: v2_locations: - git.md year: N/A - addition_method: manual https://docs.gitlab.com/ee/user/clusters/agent: + addition_method: manual content_hash: e05a7259a009d670d2a023a0c9cb06622329b3e1f917cc63022cb565a8e8c408 description: '' health_score: 100.0 @@ -68505,8 +72250,8 @@ https://docs.gitlab.com/ee/user/clusters/agent: v1_locations: - docs/cicd-kubernetes-plugins.md year: N/A - addition_method: manual https://docs.gitlab.com/ee/user/infrastructure/terraform_state.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -68520,8 +72265,8 @@ https://docs.gitlab.com/ee/user/infrastructure/terraform_state.html: v2_locations: - terraform.md year: N/A - addition_method: manual https://docs.gitlab.com/releases: + addition_method: manual last_checked: 1779388470.41175 status: online tags: @@ -68529,8 +72274,8 @@ https://docs.gitlab.com/releases: v2_locations: - cicd-kubernetes-plugins.md - git.md - addition_method: manual https://docs.gitlab.com/runner/install/openshift.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -68545,8 +72290,8 @@ https://docs.gitlab.com/runner/install/openshift.html: v2_locations: - git.md year: N/A - addition_method: manual https://docs.gitlab.com/user/clusters/agent: + addition_method: manual ai_summary: The GitLab Agent for Kubernetes. Establishes a secure pull-based GitOps connection inside the cluster, avoiding external security exposures. complexity: Advanced @@ -68566,8 +72311,8 @@ https://docs.gitlab.com/user/clusters/agent: v2_locations: - cicd-kubernetes-plugins.md year: N/A - addition_method: manual https://docs.google.com: + addition_method: manual content_hash: 42cd3dd18405ac968463654ac2485f6a34a8b80a26861ecccf8b1e333c3c4de5 description: '' health_score: 100.0 @@ -68578,8 +72323,8 @@ https://docs.google.com: v1_locations: - docs/workfromhome.md year: N/A - addition_method: manual https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA: + addition_method: manual content_hash: f07374548efd5e9362345f0bfa8454a91ef4dc11cdb52dd85f28349f414aa339 description: '' health_score: 100.0 @@ -68589,8 +72334,8 @@ https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/edit: + addition_method: manual content_hash: f07374548efd5e9362345f0bfa8454a91ef4dc11cdb52dd85f28349f414aa339 description: '' health_score: 100.0 @@ -68606,8 +72351,8 @@ https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/ v2_locations: - kubernetes.md year: N/A - addition_method: manual https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/edit/edit: + addition_method: manual health_score: 64.0 last_checked: 1779130494.962909 tags: @@ -68616,8 +72361,8 @@ https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/ - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://docs.google.com/document/u/0/d/1VEkUvTbqxfC1XyVGb2Z3DtEk9NA1M6PJpeCqEYRATLM/mobilebasic: + addition_method: manual content_hash: 91ee8e7842b0ba06016f6d5831dafb4e4a7181fe936329e1839058dd0d3d3c96 description: '' health_score: 100.0 @@ -68633,8 +72378,8 @@ https://docs.google.com/document/u/0/d/1VEkUvTbqxfC1XyVGb2Z3DtEk9NA1M6PJpeCqEYRA v2_locations: - serverless.md year: N/A - addition_method: manual https://docs.google.com/forms/d/e/1FAIpQLSdiuQN3sm2mQ2E86VTXVXu7bf_9C0hVdzhw2_Kvu3DFqL7EZA/viewform: + addition_method: manual content_hash: 109ce4561e2f5dfde91d510c6bc30145de4025c0085fb0aebb3013658f9be352 description: '' health_score: 100.0 @@ -68650,8 +72395,8 @@ https://docs.google.com/forms/d/e/1FAIpQLSdiuQN3sm2mQ2E86VTXVXu7bf_9C0hVdzhw2_Kv v2_locations: - jenkins.md year: N/A - addition_method: manual https://docs.google.com/presentation/d/13k-Lhc-tVgUohrtKqAYIikaQCTsmuzzjhOe_hpwgUgw/edit: + addition_method: manual content_hash: 96cbc482b20b4f06ec0cfef69c2147a09d5d4fb751ea005736ebb36ac883e97b health_score: 100.0 last_checked: 1779130494.983173 @@ -68663,8 +72408,8 @@ https://docs.google.com/presentation/d/13k-Lhc-tVgUohrtKqAYIikaQCTsmuzzjhOe_hpwg - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://docs.google.com/presentation/d/17bQ30ycAUB-k4YZ4dC23cxNiNChvRRQO7_6FNGcS0j4/edit?usp=sharing: + addition_method: manual content_hash: cf2733a1b891c651a84845d8975c648ef49d9e390b4511561183400c65055a18 description: '' health_score: 100.0 @@ -68681,8 +72426,8 @@ https://docs.google.com/presentation/d/17bQ30ycAUB-k4YZ4dC23cxNiNChvRRQO7_6FNGcS v2_locations: - jenkins.md year: N/A - addition_method: manual https://docs.google.com/presentation/d/1DFy4ZZdsK2ftREetv_f52E-caZXOGX6GvgzGQlfSLfE/edit?usp=sharing: + addition_method: manual ai_summary: 'Curator Insight: An educational slide deck mapping the history and evolutionary forces behind the microservices architecture shift. Live Grounding: Valuable context tracing the origins of SOA, Domain-Driven Design (DDD), and standard @@ -68704,8 +72449,8 @@ https://docs.google.com/presentation/d/1DFy4ZZdsK2ftREetv_f52E-caZXOGX6GvgzGQlfS v2_locations: - faq.md year: '2018' - addition_method: manual https://docs.google.com/presentation/d/1IZXCiQl_NUawHMvKJANCG2_LIBZseUpY-XyPjlghj9E/edit: + addition_method: manual ai_summary: Technical slide deck focused on using unified YAML for cross-cloud resource control, detailing how standard declarative formats reduce administrative friction. complexity: Beginner @@ -68731,8 +72476,8 @@ https://docs.google.com/presentation/d/1IZXCiQl_NUawHMvKJANCG2_LIBZseUpY-XyPjlgh v2_locations: - crossplane.md year: N/A - addition_method: manual https://docs.google.com/presentation/d/1Q1PgNnRTgzBpVRXPqQo3PudzCa2eoc6_1_NRjFRMLrU/edit: + addition_method: manual content_hash: 3a1cc97c13c32eb4d708836117f0b0682996490c4ef453c51595a0eb868faeee description: '' health_score: 100.0 @@ -68748,8 +72493,8 @@ https://docs.google.com/presentation/d/1Q1PgNnRTgzBpVRXPqQo3PudzCa2eoc6_1_NRjFRM v2_locations: - jenkins.md year: N/A - addition_method: manual https://docs.google.com/presentation/d/1zrfVlE5r61ZNQrmXKx5gJmBcXnoa_WerHEnTxu5SMco: + addition_method: manual content_hash: cba1c49d9266c14ea9e6bd6c2e3c89ead9292dc1f60bc71b5fc48a372f03ad7b description: '' health_score: 100.0 @@ -68759,8 +72504,8 @@ https://docs.google.com/presentation/d/1zrfVlE5r61ZNQrmXKx5gJmBcXnoa_WerHEnTxu5S v1_locations: - docs/kubernetes-tutorials.md year: N/A - addition_method: manual https://docs.google.com/presentation/d/1zrfVlE5r61ZNQrmXKx5gJmBcXnoa_WerHEnTxu5SMco/edit: + addition_method: manual content_hash: 6f4b117745f67560ac32fc70cdae0682545cf7dd6e0ded20f39f41da6f7615f4 health_score: 100.0 last_checked: 1779130495.008955 @@ -68772,8 +72517,8 @@ https://docs.google.com/presentation/d/1zrfVlE5r61ZNQrmXKx5gJmBcXnoa_WerHEnTxu5S - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md - addition_method: manual https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit: + addition_method: manual ai_summary: An industry-standard comparison spreadsheet analyzing over a dozen Kubernetes Ingress controllers. Details performance, dynamic reloading capabilities, routing protocols, and native TLS/WAF integrations. @@ -68802,8 +72547,8 @@ https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-o - matrix-table.md - kubernetes-networking.md year: N/A - addition_method: manual https://docs.google.com/spreadsheets/d/1RPpyDOLFmcgxMCpABDzrsBYWpPYCIBuvAoUQLwOGoQw: + addition_method: manual content_hash: 6139c65386dd3205041b81a3c9634b84f8aed2a8becb6f373ad91918fa8f5173 description: '' health_score: 100.0 @@ -68813,8 +72558,8 @@ https://docs.google.com/spreadsheets/d/1RPpyDOLFmcgxMCpABDzrsBYWpPYCIBuvAoUQLwOG v1_locations: - docs/matrix-table.md year: N/A - addition_method: manual https://docs.google.com/spreadsheets/d/1RPpyDOLFmcgxMCpABDzrsBYWpPYCIBuvAoUQLwOGoQw/edit: + addition_method: manual ai_summary: An exceptional, crowdsourced comparison matrix of major managed Kubernetes offerings (EKS, GKE, AKS, and alternatives). 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Covers tool installation, syntax essentials, task execution, and repository resolving strategies. @@ -68907,8 +72652,8 @@ https://docs.gradle.org/current/userguide/getting_started.html: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://docs.itrsgroup.com/docs/opsview/6.12.1/opspacks/opspack-index/index.html: + addition_method: manual content_hash: 51ca03a241e737cc2ed5b6d3d3bd0857ee50e9d33f995767b07db2692fd9d75a health_score: 100.0 last_checked: 1779130494.986317 @@ -68919,8 +72664,8 @@ https://docs.itrsgroup.com/docs/opsview/6.12.1/opspacks/opspack-index/index.html - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://docs.lightstep.com/docs/understand-distributed-tracing: + addition_method: manual content_hash: a811a4b0d75ee13fe6fc6ce145c6c9341e9ab5e7ce9cc466db1bc6b04bde031e description: '' health_score: 100.0 @@ -68931,8 +72676,8 @@ https://docs.lightstep.com/docs/understand-distributed-tracing: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://docs.meshery.io/guides/tutorials/kubernetes-pods: + addition_method: manual content_hash: cb3ce8946f77dba9c8a483c310f54f43d5e55546072ddee7aacd8869a6b2a4b8 description: '' health_score: 100.0 @@ -68948,8 +72693,8 @@ https://docs.meshery.io/guides/tutorials/kubernetes-pods: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://docs.microsoft.com: + addition_method: manual content_hash: 6f5dc7b77212c6c2f04a54440082812b10d5112ff671b019a035c49429d1c57e description: '' health_score: 100.0 @@ -68960,8 +72705,8 @@ https://docs.microsoft.com: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/azure: + addition_method: manual content_hash: 9304f7f0a12a390ee81ecca02a2afa845c05c321fae0d05cc63a69852e24fbcc description: '' health_score: 100.0 @@ -68972,8 +72717,8 @@ https://docs.microsoft.com/azure: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/azure/load-testing: + addition_method: manual content_hash: 9e69c9bd8b2ace19408d56b4bd502e90a26d94b655bfb69073d7509ec2710d37 description: '' health_score: 100.0 @@ -68984,8 +72729,8 @@ https://docs.microsoft.com/azure/load-testing: v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://docs.microsoft.com/azure/traffic-manager: + addition_method: manual content_hash: d3425098bb13fdf6e714102059d8e86eeb85faebb56a4e1e50589f7d5f6e2a0d description: '' health_score: 100.0 @@ -68996,8 +72741,8 @@ https://docs.microsoft.com/azure/traffic-manager: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/azure/vpn-gateway/openvpn-azure-ad-tenant: + addition_method: manual content_hash: 8a7d833108551a9859faccc97696671b432b04b8d18f648f3b99b9295b023739 description: '' health_score: 100.0 @@ -69008,8 +72753,8 @@ https://docs.microsoft.com/azure/vpn-gateway/openvpn-azure-ad-tenant: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/azure-best-practices/resource-naming: + addition_method: manual content_hash: 1b92c9d2d9c7f10fcd896f3fdf34d7ccf0c969af77f302528c9f756395ae22f6 description: '' health_score: 100.0 @@ -69020,8 +72765,8 @@ https://docs.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/azure-best v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-gb/azure/devops/pipelines: + addition_method: manual content_hash: 825562406b08d4000810c0fbaded07413d1d8c1ba5caadde3308b1d6d2fa9385 description: '' health_score: 100.0 @@ -69032,8 +72777,8 @@ https://docs.microsoft.com/en-gb/azure/devops/pipelines: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-gb/learn/modules/create-a-build-pipeline: + addition_method: manual content_hash: 9f4199aec31f172e6b36417605cd1dd18752a091827a335d6ece86d179c47512 description: '' health_score: 100.0 @@ -69044,8 +72789,8 @@ https://docs.microsoft.com/en-gb/learn/modules/create-a-build-pipeline: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://docs.microsoft.com/en-gb/learn/paths/build-applications-with-azure-devops: + addition_method: manual content_hash: 9b2f98f4263f8ec3961cfeb33d3e80937d020e0e42ebc9b5718f9d5efee2937e description: '' health_score: 100.0 @@ -69056,8 +72801,8 @@ https://docs.microsoft.com/en-gb/learn/paths/build-applications-with-azure-devop v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/appcenter/build/choose-between-services: + addition_method: manual content_hash: 02b112a75e6346663e37e3e9bc3248b7b0b1fd95f6361ce4b42323827bd80de9 description: '' health_score: 100.0 @@ -69068,8 +72813,8 @@ https://docs.microsoft.com/en-us/appcenter/build/choose-between-services: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/active-directory/develop/howto-create-service-principal-portal: + addition_method: manual content_hash: 2ea39670189e25de0a7dbfe4d54881f4fbd6d9a42a8581dde543b33f7c8c8464 description: '' health_score: 100.0 @@ -69081,8 +72826,8 @@ https://docs.microsoft.com/en-us/azure/active-directory/develop/howto-create-ser v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/active-directory/external-identities/cross-tenant-access-overview: + addition_method: manual content_hash: afa8a40d93ff03341bd7aa81c46049bd9e9b54cbd6287eedf76cefbef2d0dec8 description: '' health_score: 100.0 @@ -69094,8 +72839,8 @@ https://docs.microsoft.com/en-us/azure/active-directory/external-identities/cros v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/active-directory/fundamentals/multi-tenant-user-management-scenarios: + addition_method: manual content_hash: e81a8c39108ac4df0b2754c2ce0769fe06871a4983e14ac71be51c3716662010 description: '' health_score: 100.0 @@ -69106,8 +72851,8 @@ https://docs.microsoft.com/en-us/azure/active-directory/fundamentals/multi-tenan v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/aks/cluster-autoscaler: + addition_method: manual content_hash: 7df20c4b2d5adae57688835590dca361de2c3ee131483b5167a769112a604847 description: '' health_score: 100.0 @@ -69118,8 +72863,8 @@ https://docs.microsoft.com/en-us/azure/aks/cluster-autoscaler: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/aks/configure-azure-cni: + addition_method: manual content_hash: 95cc8d4e4131f26f9b5c6c1a3a47535db0eb6204d276eb61172f53bf78f121ca description: '' health_score: 100.0 @@ -69131,8 +72876,8 @@ https://docs.microsoft.com/en-us/azure/aks/configure-azure-cni: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/aks/configure-kubenet: + addition_method: manual content_hash: 89645bba75104d6fcfc3c2359235806ece2ae2141430504eda2249106e2424fe description: '' health_score: 100.0 @@ -69144,8 +72889,8 @@ https://docs.microsoft.com/en-us/azure/aks/configure-kubenet: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/aks/configure-kubenet-dual-stack: + addition_method: manual content_hash: 6a8c1632e5e6e026755b804227582e6c0a94e1d03b3b5b8ef40305cc6e71d96e description: '' health_score: 100.0 @@ -69157,8 +72902,8 @@ https://docs.microsoft.com/en-us/azure/aks/configure-kubenet-dual-stack: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/aks/ingress-tls: + addition_method: manual content_hash: 6d161070deb74a334a9f1739306fc9f6628213ac9e25cc287b24fd1b85723722 description: '' health_score: 100.0 @@ -69170,8 +72915,8 @@ https://docs.microsoft.com/en-us/azure/aks/ingress-tls: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/aks/managed-aad: + addition_method: manual content_hash: 41986d1814536ca77740920b1a8ba3939acc2c5d7b1635e9566144c6bfd4dc14 description: '' health_score: 100.0 @@ -69182,8 +72927,8 @@ https://docs.microsoft.com/en-us/azure/aks/managed-aad: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation: + addition_method: manual content_hash: 241b5efdab2bfdc719cd808716d18028f4c6bc9382a7263fd260b38ca54d1510 description: '' health_score: 100.0 @@ -69195,8 +72940,8 @@ https://docs.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isola v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/aks/start-stop-nodepools: + addition_method: manual content_hash: 8cafaff85bc6fed2f1fe7c282c73a99e19eeb9fee7df47d9104f686ae8b25a33 description: '' health_score: 100.0 @@ -69208,8 +72953,8 @@ https://docs.microsoft.com/en-us/azure/aks/start-stop-nodepools: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview: + addition_method: manual content_hash: 7967108cbc159e318577bc3ebfe4f546165adfe43ebbb4c825059cfee373e17c description: '' health_score: 100.0 @@ -69221,8 +72966,8 @@ https://docs.microsoft.com/en-us/azure/architecture/guide/technology-choices/loa v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/architecture/icons: + addition_method: manual content_hash: 776cd84c6bf54c44e5d77a59780bfe84fc705ff4d4affab70e1af585a5b2a04b description: '' health_score: 100.0 @@ -69233,8 +72978,8 @@ https://docs.microsoft.com/en-us/azure/architecture/icons: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/architecture/patterns: + addition_method: manual content_hash: 163c7d5feae64c4d46e727811bd3bc5c078fbb6810b2585002d7621078ad9a77 description: '' health_score: 100.0 @@ -69245,8 +72990,8 @@ https://docs.microsoft.com/en-us/azure/architecture/patterns: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices: + addition_method: manual content_hash: 9500d52ee2d327ef0616fb306b33a16cf616354fb96133339ca5ff9ea2f14584 description: '' health_score: 100.0 @@ -69258,8 +73003,8 @@ https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/cont v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks: + addition_method: manual content_hash: d803081f8ed1b3b3fc2efedd9bcc665c1d9896761b1dfb8b20fddad6c53ced57 description: '' health_score: 100.0 @@ -69271,8 +73016,8 @@ https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/cont v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/jboss-deployment-red-hat: + addition_method: manual content_hash: 35c233022fc92ecbe3e32592b33552fab644883417853140438d026e2210e545 description: '' health_score: 100.0 @@ -69283,8 +73028,8 @@ https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/jbos v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-configurations: + addition_method: manual content_hash: fcb1da040fbd97b465d5913242e5d0ae90896b973b12df4fb5d5cbec7afa11b7 description: '' health_score: 100.0 @@ -69295,8 +73040,8 @@ https://docs.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-configura v1_locations: - docs/flux.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2-ci-cd: + addition_method: manual content_hash: 9564e3f6409b0f896226dc0dc00b7f50d40a4909810e5e6b1cac955d6d85f46f description: '' health_score: 100.0 @@ -69308,8 +73053,8 @@ https://docs.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-fl v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/azure-arc/overview: + addition_method: manual content_hash: 7e9b08e2c72caf8074f179c13909faf6db39df21417a399b84f97f05a30dc4c3 description: '' health_score: 100.0 @@ -69320,8 +73065,8 @@ https://docs.microsoft.com/en-us/azure/azure-arc/overview: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/azure-resource-manager/templates/template-specs: + addition_method: manual content_hash: 74474e9744caf3772b1a881d1cebb53785f0066adfc2f9447d40c9ee75ce1af5 description: '' health_score: 100.0 @@ -69332,8 +73077,8 @@ https://docs.microsoft.com/en-us/azure/azure-resource-manager/templates/template v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/chaos-studio/chaos-studio-overview: + addition_method: manual content_hash: cb672d533e52e75bbb1331e0c6fe7335dad6bc0fca90adc469ea52bc51c6e9db description: '' health_score: 100.0 @@ -69343,8 +73088,8 @@ https://docs.microsoft.com/en-us/azure/chaos-studio/chaos-studio-overview: v1_locations: - docs/chaos-engineering.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?view=azure-devops: + addition_method: manual content_hash: 0a252cb68fce6b13cad18504bafd7d2009e1e51c12d984cffd5668aa7ca97c4d description: '' health_score: 100.0 @@ -69354,8 +73099,8 @@ https://docs.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?vie v1_locations: - docs/demos.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/devops/learn/devops-at-microsoft/use-git-microsoft: + addition_method: manual content_hash: 1fa24fc7d627a5c91aa2baf3ede41b8385c5d36aa19caa1bdb0500647faa2328 description: '' health_score: 100.0 @@ -69366,8 +73111,8 @@ https://docs.microsoft.com/en-us/azure/devops/learn/devops-at-microsoft/use-git- v1_locations: - docs/git.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/pipeline: + addition_method: manual content_hash: 5f9da82a1dca48239c0ec03c8b5d8e1313820d2907b1ae6e113435ffa8325c3e description: '' health_score: 100.0 @@ -69378,8 +73123,8 @@ https://docs.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/pipeline: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/key-vault/general/overview: + addition_method: manual content_hash: 3ff69c9a44f479ab5013223290db90ef23e67c9a159824ff5eae07c7dd4a45d5 description: '' health_score: 100.0 @@ -69390,8 +73135,8 @@ https://docs.microsoft.com/en-us/azure/key-vault/general/overview: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/machine-learning/concept-mlflow: + addition_method: manual content_hash: 4887ad9b2bcd22be875b52cd299c25b0ced8e45db395b0f05c6beac0b4209b5d description: '' health_score: 100.0 @@ -69402,8 +73147,8 @@ https://docs.microsoft.com/en-us/azure/machine-learning/concept-mlflow: v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/security-center/defender-for-container-registries-introduction: + addition_method: manual content_hash: 687d6c86135f46685493748e33e05b0768819133d1560d0dff48fd311b505a2f description: '' health_score: 100.0 @@ -69414,8 +73159,8 @@ https://docs.microsoft.com/en-us/azure/security-center/defender-for-container-re v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy: + addition_method: manual content_hash: 9284e76f16a1700b0057dcebd169e4edde79884ea255c58233e1c2ba8c6b4405 description: '' health_score: 100.0 @@ -69426,8 +73171,8 @@ https://docs.microsoft.com/en-us/azure/site-recovery/azure-to-azure-how-to-enabl v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/virtual-machines/linux/expand-disks: + addition_method: manual content_hash: 2b35a32aa607cc26f908b807d1d1509510051b66c74f783aefeadd68a642ff41 description: '' health_score: 100.0 @@ -69439,8 +73184,8 @@ https://docs.microsoft.com/en-us/azure/virtual-machines/linux/expand-disks: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/virtual-machines/linux/openshift-get-started: + addition_method: manual content_hash: fe089d4c2e71a6a3b9436d984a34744b12e3f242b5a699b005c38a1acd1d8cdd description: '' health_score: 100.0 @@ -69451,8 +73196,8 @@ https://docs.microsoft.com/en-us/azure/virtual-machines/linux/openshift-get-star v1_locations: - docs/public-cloud-solutions.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/virtual-machines/linux/run-command: + addition_method: manual content_hash: 7486d3c5e63d3562bc8c5677604c44616c666b14ff2f9f3dc8d92088837682b2 description: '' health_score: 100.0 @@ -69463,8 +73208,8 @@ https://docs.microsoft.com/en-us/azure/virtual-machines/linux/run-command: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/azure/virtual-machines/windows/run-command: + addition_method: manual content_hash: c45531e5bd7e07c5f62714b51286a1be63fbc17983d9fc77a6dd3295013ba3f6 description: '' health_score: 100.0 @@ -69475,8 +73220,8 @@ https://docs.microsoft.com/en-us/azure/virtual-machines/windows/run-command: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/cli/azure/microsoft-graph-migration?tabs=powershell: + addition_method: manual content_hash: ab15bdb53d501640a5a1d34f56fd6c10cdcc49b060784d4e72f4724c5894c268 description: '' health_score: 100.0 @@ -69486,8 +73231,8 @@ https://docs.microsoft.com/en-us/cli/azure/microsoft-graph-migration?tabs=powers v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/dotnet/architecture/microservices: + addition_method: manual content_hash: d447e642f7c23f7514fd3c9e26dc2c4bc2ded4cb881720ec9a84286b203bf394 description: '' health_score: 100.0 @@ -69499,8 +73244,8 @@ https://docs.microsoft.com/en-us/dotnet/architecture/microservices: v1_locations: - docs/dotnet.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/java/openjdk/overview: + addition_method: manual content_hash: edaac6074d28100b47380da1fc8710459c72da3c02ca7a63fcb22e03e3abbb9d description: '' health_score: 100.0 @@ -69511,8 +73256,8 @@ https://docs.microsoft.com/en-us/java/openjdk/overview: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/learn/modules/azure-spring-cloud-workshop: + addition_method: manual content_hash: 712d6d1eeeecd54e9d0351768578c289a72d7d5998f898dfc596b0c2e2be347d description: '' health_score: 100.0 @@ -69523,8 +73268,8 @@ https://docs.microsoft.com/en-us/learn/modules/azure-spring-cloud-workshop: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/learn/modules/github-actions-cd: + addition_method: manual content_hash: d3913881e63569dc7e97e39ed908a0c127e709f6e67dabe9b13cd7bc3f30b45b description: '' health_score: 100.0 @@ -69536,8 +73281,8 @@ https://docs.microsoft.com/en-us/learn/modules/github-actions-cd: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/learn/paths/build-javascript-applications-typescript: + addition_method: manual content_hash: 0dcac3ef4af40932868a0753b7f5bc1eae922571d9b2ceab4032ae1f5f92d77e description: '' health_score: 100.0 @@ -69548,8 +73293,8 @@ https://docs.microsoft.com/en-us/learn/paths/build-javascript-applications-types v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/powershell/scripting/dsc: + addition_method: manual content_hash: f0ee102fce44963f206e0fe21c82c68fd0f513f44c1965e3f29aefe37b057972 description: '' health_score: 100.0 @@ -69561,8 +73306,8 @@ https://docs.microsoft.com/en-us/powershell/scripting/dsc: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/powershell/scripting/dsc/configurations/configData: + addition_method: manual content_hash: 9852ca43ab9ba860f6ab2fb62dd085b829e58eaff43eed92dd9faf46be3c941c description: '' health_score: 100.0 @@ -69572,8 +73317,8 @@ https://docs.microsoft.com/en-us/powershell/scripting/dsc/configurations/configD v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/shows/vs-code-livestreams/machine-learning-experimentation-in-vs-code-with-dvc-extension: + addition_method: manual content_hash: 3667c2a9d4fe86829415f532493ccf2bb857362d0f0a479e0b8bea6a8bf59963 description: '' health_score: 100.0 @@ -69585,8 +73330,8 @@ https://docs.microsoft.com/en-us/shows/vs-code-livestreams/machine-learning-expe v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/visualstudio/bridge: + addition_method: manual content_hash: d76defd32d68ab8c0b33807f6ac7281ba2d80cacfbbe12c4acc42f351ded40ff description: '' health_score: 100.0 @@ -69597,8 +73342,8 @@ https://docs.microsoft.com/en-us/visualstudio/bridge: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://docs.microsoft.com/en-us/visualstudio/docker/tutorials/docker-tutorial: + addition_method: manual content_hash: e49d20b615e4d2657542e8e9d7468888ebeb9bbeee920570d6c79de8f60e97f7 description: '' health_score: 100.0 @@ -69610,8 +73355,8 @@ https://docs.microsoft.com/en-us/visualstudio/docker/tutorials/docker-tutorial: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://docs.microsoft.com/powershell: + addition_method: manual content_hash: 74b7c8227601d3eb083665d19c16d0f1cda5cbbcc3df4f221a3dcb5276fc67b4 description: '' health_score: 100.0 @@ -69622,8 +73367,8 @@ https://docs.microsoft.com/powershell: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://docs.microsoft.com/windows/wsl: + addition_method: manual content_hash: d7d8bf7fab298fac601f323461e4e9f5a18a2274733d41cfc23798b0fc0f4bb5 description: '' health_score: 100.0 @@ -69634,8 +73379,8 @@ https://docs.microsoft.com/windows/wsl: v1_locations: - docs/linux-dev-env.md year: N/A - addition_method: manual https://docs.mongodb.org/manual/administration/security: + addition_method: manual content_hash: 3a73a57fd039f37a7fdc0fe6c4726d76fdf323e2f6605ea250f88c4c4ca66be3 description: '' health_score: 100.0 @@ -69646,8 +73391,8 @@ https://docs.mongodb.org/manual/administration/security: v1_locations: - docs/nosql.md year: N/A - addition_method: manual https://docs.monokle.io: + addition_method: manual ai_summary: An analytical IDE focused on editing, validating, and debugging Kubernetes manifests. Facilitates policy-aware template checking and structured schema configuration. complexity: Intermediate @@ -69667,8 +73412,8 @@ https://docs.monokle.io: v2_locations: - kubernetes-based-devel.md year: '2026' - addition_method: manual https://docs.netapp.com/us-en/astra-data-store/concepts/intro.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69682,8 +73427,8 @@ https://docs.netapp.com/us-en/astra-data-store/concepts/intro.html: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://docs.netapp.com/us-en/trident/trident-docker/volumes-docker.html: + addition_method: manual content_hash: d577354c771117ff868dd5f1010a8aebd15b2dcebeb58522645fc6de10e7208c description: '' health_score: 100.0 @@ -69699,8 +73444,8 @@ https://docs.netapp.com/us-en/trident/trident-docker/volumes-docker.html: v2_locations: - docker.md year: N/A - addition_method: manual https://docs.okd.io: + addition_method: manual content_hash: bdb7dac2f16370b493ddb9f20fadd00014ad2593a8fa723e1a7728fe0311d515 description: '' health_score: 100.0 @@ -69716,8 +73461,8 @@ https://docs.okd.io: v2_locations: - ocp4.md year: N/A - addition_method: manual https://docs.openebs.io/docs/next/features.html: + addition_method: manual content_hash: cbd007485da0008830b2471afaf9ff607cfc80a33a4f7f017e7aa1cbcbee8987 description: '' health_score: 100.0 @@ -69733,8 +73478,8 @@ https://docs.openebs.io/docs/next/features.html: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://docs.openshift.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69748,8 +73493,8 @@ https://docs.openshift.com: v2_locations: - openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/admin_guide/cluster-autoscaler.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69765,8 +73510,8 @@ https://docs.openshift.com/container-platform/3.11/admin_guide/cluster-autoscale - kubernetes-autoscaling.md - openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/admin_guide/manage_scc.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69780,8 +73525,8 @@ https://docs.openshift.com/container-platform/3.11/admin_guide/manage_scc.html: v2_locations: - openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/architecture/additional_concepts/authorization.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69796,8 +73541,8 @@ https://docs.openshift.com/container-platform/3.11/architecture/additional_conce v2_locations: - openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/architecture/core_concepts/builds_and_image_streams.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69811,8 +73556,8 @@ https://docs.openshift.com/container-platform/3.11/architecture/core_concepts/bu v2_locations: - ocp3.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/architecture/index.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69826,8 +73571,8 @@ https://docs.openshift.com/container-platform/3.11/architecture/index.html: v2_locations: - openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/architecture/networking/assembly_available_router_plugins.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69837,8 +73582,8 @@ https://docs.openshift.com/container-platform/3.11/architecture/networking/assem v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/creating_images/s2i.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69848,8 +73593,8 @@ https://docs.openshift.com/container-platform/3.11/creating_images/s2i.html: v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/dev_guide/dev_tutorials/openshift_pipeline.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69864,8 +73609,8 @@ https://docs.openshift.com/container-platform/3.11/dev_guide/dev_tutorials/opens v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/install_config/prometheus_cluster_monitoring.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69879,8 +73624,8 @@ https://docs.openshift.com/container-platform/3.11/install_config/prometheus_clu v2_locations: - monitoring.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/install_config/router/index.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69894,8 +73639,8 @@ https://docs.openshift.com/container-platform/3.11/install_config/router/index.h v2_locations: - ocp4.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/release_notes/ocp_3_11_release_notes.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69909,8 +73654,8 @@ https://docs.openshift.com/container-platform/3.11/release_notes/ocp_3_11_releas v2_locations: - monitoring.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.11/security/securing_container_platform.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69924,8 +73669,8 @@ https://docs.openshift.com/container-platform/3.11/security/securing_container_p v2_locations: - openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/3.6/admin_guide/manage_scc.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69939,8 +73684,8 @@ https://docs.openshift.com/container-platform/3.6/admin_guide/manage_scc.html: v2_locations: - crunchydata.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.1/authentication/managing-security-context-constraints.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69950,8 +73695,8 @@ https://docs.openshift.com/container-platform/4.1/authentication/managing-securi v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.1/authentication/understanding-and-creating-service-accounts.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69961,8 +73706,8 @@ https://docs.openshift.com/container-platform/4.1/authentication/understanding-a v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.1/authentication/using-service-accounts-in-applications.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69976,8 +73721,8 @@ https://docs.openshift.com/container-platform/4.1/authentication/using-service-a v2_locations: - crunchydata.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-across-multiple-projects.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -69991,8 +73736,8 @@ https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-set v2_locations: - ocp3.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-per-project.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70006,8 +73751,8 @@ https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-set v2_locations: - ocp3.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.2/openshift_images/using_images/images-other-jenkins-agent.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70021,15 +73766,15 @@ https://docs.openshift.com/container-platform/4.2/openshift_images/using_images/ v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.3/release_notes/ocp-4-3-release-notes.html: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032662.250172 v1_locations: - docs/monitoring.md - addition_method: manual https://docs.openshift.com/container-platform/4.4/architecture/architecture-rhcos.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70043,8 +73788,8 @@ https://docs.openshift.com/container-platform/4.4/architecture/architecture-rhco v2_locations: - ocp4.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.4/authentication/managing-security-context-constraints.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70054,8 +73799,8 @@ https://docs.openshift.com/container-platform/4.4/authentication/managing-securi v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.4/authentication/understanding-authentication.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70069,8 +73814,8 @@ https://docs.openshift.com/container-platform/4.4/authentication/understanding-a v2_locations: - openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.4/builds/custom-builds-buildah.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70084,8 +73829,8 @@ https://docs.openshift.com/container-platform/4.4/builds/custom-builds-buildah.h v2_locations: - ocp4.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.4/cli_reference/openshift_cli/configuring-cli.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70099,8 +73844,8 @@ https://docs.openshift.com/container-platform/4.4/cli_reference/openshift_cli/co v2_locations: - openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70114,8 +73859,8 @@ https://docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploy v2_locations: - ocp4.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.4/machine_management/applying-autoscaling.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70131,8 +73876,8 @@ https://docs.openshift.com/container-platform/4.4/machine_management/applying-au - kubernetes-autoscaling.md - openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.4/networking/configuring-networkpolicy.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70142,8 +73887,8 @@ https://docs.openshift.com/container-platform/4.4/networking/configuring-network v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.4/networking/multiple_networks/understanding-multiple-networks.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70157,8 +73902,8 @@ https://docs.openshift.com/container-platform/4.4/networking/multiple_networks/u v2_locations: - ocp4.md year: N/A - addition_method: manual https://docs.openshift.com/container-platform/4.4/networking/understanding-networking.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70174,15 +73919,15 @@ https://docs.openshift.com/container-platform/4.4/networking/understanding-netwo - 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registries.md year: N/A - addition_method: manual https://docs.openstack.org/infra/jenkins-job-builder/index.html: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779030437.02406 @@ -70315,8 +74060,8 @@ https://docs.openstack.org/infra/jenkins-job-builder/index.html: v2_locations: - jenkins.md year: N/A - addition_method: manual https://docs.openstack.org/tempest: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -70326,8 +74071,8 @@ https://docs.openstack.org/tempest: v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://docs.openstack.org/tempest/latest: + addition_method: manual content_hash: fdb64f294539c095b91fc7ea336d73650d9c981da988fc11645004ad073c1c24 health_score: 100.0 last_checked: 1779130494.956834 @@ -70338,8 +74083,8 @@ https://docs.openstack.org/tempest/latest: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md - addition_method: manual https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm: + addition_method: manual ai_summary: Primary product guide for Oracle Container Engine for Kubernetes. Outlines high-availability architectures, serverless node pools, security boundaries, and deep integrations with OCI identity networks. @@ -70360,8 +74105,8 @@ https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm: v2_locations: - oraclecloud.md year: '2024' - addition_method: manual https://docs.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm: + addition_method: manual ai_summary: Explains the design patterns of Oracle's Bare Metal infrastructure. 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'[COMMUNITY-TOOL]' v2_locations: - openshift.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/architecture/core-concepts: + addition_method: manual last_checked: 1779388552.891045 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp3.md - addition_method: manual ? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/cluster_administration/admin-guide-manage-scc -: last_checked: 1779388728.601573 +: addition_method: manual + last_checked: 1779388728.601573 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - openshift.md - addition_method: manual ? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/cluster_administration/configuring-cluster-auto-scaler-aws -: last_checked: 1779388874.120085 +: addition_method: manual + last_checked: 1779388874.120085 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - openshift.md - addition_method: manual ? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/configuring_clusters/prometheus-cluster-monitoring -: last_checked: 1779388532.698427 +: addition_method: manual + last_checked: 1779388532.698427 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - monitoring.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/configuring_clusters/setting-up-a-router: + addition_method: manual last_checked: 1779388568.408278 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/container_security_guide/security-platform: + addition_method: manual last_checked: 1779388731.413903 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - openshift.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/developer_guide/tutorials: + addition_method: manual last_checked: 1779388414.932688 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - openshift-pipelines.md - addition_method: manual ? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/release_notes/release-notes-ocp-3-11-release-notes -: last_checked: 1779388533.162343 +: addition_method: manual + last_checked: 1779388533.162343 status: online tags: - 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'[COMMUNITY-TOOL]' v2_locations: - ibm_cloud.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/pdf/installing_on_ibm_z/index: + addition_method: manual last_checked: 1779388599.199481 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ibm_cloud.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.21: + addition_method: manual last_checked: 1779388562.543841 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ai_workloads/red-hat-build-of-kueue: + addition_method: manual ai_summary: 'Curator Insight: Documentation for the Red Hat Build of Kueue scheduler within OpenShift. @@ -70711,136 +74456,136 @@ https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ - kubernetes-operators-controllers.md - openshift.md year: N/A - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.4: + addition_method: manual last_checked: 1779388567.59768 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html-single/service_mesh/index: + addition_method: manual last_checked: 1779388568.46462 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/architecture/architecture-rhcos: + addition_method: manual last_checked: 1779388567.655219 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual ? https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/authentication_and_authorization/understanding-authentication -: last_checked: 1779388728.586099 +: addition_method: manual + last_checked: 1779388728.586099 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - openshift.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/builds/custom-builds-buildah: + addition_method: manual last_checked: 1779388567.722069 status: online tags: - 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'[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/networking/understanding-networking: + addition_method: manual last_checked: 1779388728.131193 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/operators/olm-adding-operators-to-a-cluster: + addition_method: manual last_checked: 1779388569.317108 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/release_notes/ocp-4-4-release-notes: + addition_method: manual last_checked: 1779388568.399154 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/service_mesh/service-mesh-1-x: + addition_method: manual last_checked: 1779388569.319771 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp4.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.8/html/cicd/gitops: + addition_method: manual last_checked: 1779388801.854463 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - demos.md - addition_method: manual https://docs.redhat.com/en/documentation/openshift_container_platform/4.8/html/registry/index: + addition_method: manual last_checked: 1779388324.378277 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - registries.md - addition_method: manual ? https://docs.redhat.com/en/documentation/red_hat_jboss_web_server/5.4/html-single/red_hat_jboss_web_server_for_openshift/index -: last_checked: 1779388800.610588 +: addition_method: manual + last_checked: 1779388800.610588 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - demos.md - addition_method: manual https://docs.robusta.dev: + addition_method: manual content_hash: 9180cac0ecd167a9b419965fa73e5864153872f63ac8d71d42add06ee17b0a77 description: '' health_score: 100.0 @@ -70851,8 +74596,8 @@ https://docs.robusta.dev: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://docs.robusta.dev/master/index.html: + addition_method: manual health_score: 100.0 last_checked: 1779130494.968516 status: online @@ -70862,8 +74607,8 @@ https://docs.robusta.dev/master/index.html: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://docs.sonarqube.org/latest/analysis/overview: + addition_method: manual content_hash: 0319df9f31640c7a17d45b4ec27e25304d9c8f36ef24fb84f3fc110778f46f79 description: '' health_score: 100.0 @@ -70874,8 +74619,8 @@ https://docs.sonarqube.org/latest/analysis/overview: v1_locations: - docs/sonarqube.md year: N/A - addition_method: manual https://docs.sonarqube.org/latest/analysis/scan/sonarscanner: + addition_method: manual content_hash: 2f76a859c4e8787e4bf5db7b35c2e20f4dd79b3e4d94bd1a87af6c1746a8c348 description: '' health_score: 100.0 @@ -70885,8 +74630,8 @@ https://docs.sonarqube.org/latest/analysis/scan/sonarscanner: v1_locations: - 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docs/sonarqube.md year: N/A - addition_method: manual https://docs.sonarsource.com/sonarqube-server/2025.5/analyzing-source-code/scanners: + addition_method: manual health_score: 100.0 last_checked: 1779130494.978052 v1_locations: - docs/sonarqube.md - addition_method: manual https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/overview: + addition_method: manual ai_summary: Core index for the official SonarQube scanner integrations, providing detailed configurations for popular build tools and continuous integration platforms like Gradle, MSBuild, Maven, Jenkins, and Azure DevOps. @@ -70988,48 +74733,48 @@ https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/overview: v2_locations: - sonarqube.md year: '2026' - addition_method: manual https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/dotnet/installing: + addition_method: manual content_hash: 9dd983ea22a68004ff16e7fd1848214d03fb40ad3eaddd9734b293ee7ff1b905 health_score: 100.0 last_checked: 1779130494.94614 needs_ai_refresh: true v1_locations: - 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It explains target groups, listener rules, and routing configurations @@ -71073,9 +74818,9 @@ https://docs.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-i v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual ? https://docs.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline -: content_hash: 345ccc23c2fb8210b1adfde9098824e551b7d9a0074856fd6ee969d5dcf95b27 +: addition_method: manual + content_hash: 345ccc23c2fb8210b1adfde9098824e551b7d9a0074856fd6ee969d5dcf95b27 health_score: 100.0 last_checked: 1779130495.011408 status: online @@ -71085,8 +74830,8 @@ https://docs.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-i - docs/demos.md v2_locations: - demos.md - addition_method: manual https://docs.tigera.io/calico/latest/getting-started/kubernetes/openshift/installation: + addition_method: manual content_hash: 6794924b118567a7447fc913ab55d46476e7b62c96d885ad90e32e69409cf2c8 health_score: 100.0 last_checked: 1779130495.011015 @@ -71097,8 +74842,8 @@ https://docs.tigera.io/calico/latest/getting-started/kubernetes/openshift/instal - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://docs.traefik.io: + addition_method: manual content_hash: 2aefce0720d2d3e4f79f76bed1292ce6ad09328c539ba53761568670d63a4460 description: '' health_score: 100.0 @@ -71109,8 +74854,8 @@ https://docs.traefik.io: v1_locations: - docs/mkdocs.md year: N/A - addition_method: manual https://docs.wavefront.com/activemq.html: + addition_method: manual content_hash: 32b211e3549ca242c6138bb64d5bcd1f946e50897dd2235e2d9c26dd9297acc7 description: '' health_score: 100.0 @@ -71122,8 +74867,8 @@ https://docs.wavefront.com/activemq.html: - docs/grafana.md - docs/prometheus.md year: N/A - addition_method: manual https://dok.community: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -71138,8 +74883,8 @@ https://dok.community: - index.md - kubernetes-storage.md year: N/A - addition_method: manual https://dok.community/dokc-2021-report: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -71155,15 +74900,15 @@ https://dok.community/dokc-2021-report: - databases.md - kubernetes-storage.md year: N/A - addition_method: manual https://dolphinscheduler.apache.org: + addition_method: manual content_hash: 02b06607d8efd665fbb523b24c271c0c38a55757b02f15b4717d0336a6d8b53e health_score: 100.0 last_checked: 1779033903.385496 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://dominik-tornow.medium.com/inside-kubernetes-rbac-9988b08a738a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -71177,8 +74922,8 @@ https://dominik-tornow.medium.com/inside-kubernetes-rbac-9988b08a738a: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://doodle.com: + addition_method: manual content_hash: de0598d7cb442a483cc7d02d723c57b074f86d8ad302d664d49ce21e36e36c58 description: '' health_score: 100.0 @@ -71189,8 +74934,8 @@ https://doodle.com: v1_locations: - docs/appointment-scheduling.md year: N/A - addition_method: manual https://doodle.com/en: + addition_method: manual content_hash: ecbe447a2760715a018aa3aed3747d4090837b520c9a397e96223bf5bcd4eef9 health_score: 100.0 last_checked: 1779130494.98725 @@ -71202,8 +74947,8 @@ https://doodle.com/en: - 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kubernetes.md year: N/A - addition_method: manual https://doppler.com/blog/environment-variables-in-python: + addition_method: manual content_hash: 7e40bd9004d4e69d3b7e67712cc2e366eaa88a51be45710d0465cc3d2c2b8952 description: '' health_score: 100.0 @@ -71262,8 +75007,8 @@ https://doppler.com/blog/environment-variables-in-python: v1_locations: - docs/python.md year: N/A - addition_method: manual https://dormoshe.io/trending-news/kubernetes-101-part-i-the-fundamentals-23a1-60035: + addition_method: manual content_hash: b68790d64ba787231e36bed9ee4666ac66aa18e83ae9b10b830cc6e15b6f9170 description: '' health_score: 100.0 @@ -71274,8 +75019,8 @@ https://dormoshe.io/trending-news/kubernetes-101-part-i-the-fundamentals-23a1-60 v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://dotnet-helpers.com/powershell/azure-keyvault-set-and-retrieve-secrets: + addition_method: manual content_hash: e38fb761f365dafea0849ae89120db36aaaab5521cd768b2251cf077e6d16804 description: '' health_score: 100.0 @@ -71291,8 +75036,8 @@ https://dotnet-helpers.com/powershell/azure-keyvault-set-and-retrieve-secrets: v2_locations: - azure.md year: N/A - addition_method: manual https://dotnet-helpers.com/powershell/convert-yaml-to-json-or-json-to-yaml-using-powershell: + addition_method: manual ai_summary: A practical script tutorial highlighting conversion procedures between YAML and JSON format profiles utilizing PowerShell. Explores programmatic parsing methodologies to aid Microsoft-centric automation tasks. @@ -71320,8 +75065,8 @@ https://dotnet-helpers.com/powershell/convert-yaml-to-json-or-json-to-yaml-using - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://dotnet-helpers.com/powershell/passing-local-variables-to-remote-powershell-session: + addition_method: manual content_hash: 8569227f41c1d85a9560fa42c0aa484e5f3dbd9f98eae514270b52fa03533d27 description: '' health_score: 100.0 @@ -71336,8 +75081,8 @@ https://dotnet-helpers.com/powershell/passing-local-variables-to-remote-powershe v2_locations: - azure.md year: N/A - addition_method: manual https://dotnet.microsoft.com/apps/xamarin: + addition_method: manual content_hash: ac547a5b8ca857fb15d72587a9d7e3c90df165deb914699170c9cdf6c87d975a description: '' health_score: 100.0 @@ -71348,8 +75093,8 @@ https://dotnet.microsoft.com/apps/xamarin: v1_locations: - docs/xamarin.md year: N/A - addition_method: manual https://dotnet.microsoft.com/en-us/apps/xamarin: + addition_method: manual content_hash: df5fbf4628d80452ddcb8c406b6a71005316c3f9b611c9aa34680f5a3b5f5442 health_score: 100.0 last_checked: 1779130494.940757 @@ -71360,8 +75105,8 @@ https://dotnet.microsoft.com/en-us/apps/xamarin: - docs/xamarin.md v2_locations: - xamarin.md - addition_method: manual https://dotnet.microsoft.com/learn/xamarin/what-is-xamarin: + addition_method: manual content_hash: ac547a5b8ca857fb15d72587a9d7e3c90df165deb914699170c9cdf6c87d975a description: '' health_score: 100.0 @@ -71372,8 +75117,8 @@ https://dotnet.microsoft.com/learn/xamarin/what-is-xamarin: v1_locations: - docs/xamarin.md year: N/A - addition_method: manual https://doughellmann.com: + addition_method: manual content_hash: 0ebf7d7b91547ec6404ac3efe7a511b53aedbfb6365415fa0547e9c75503c857 description: '' health_score: 100.0 @@ -71389,8 +75134,8 @@ https://doughellmann.com: v2_locations: - python.md year: N/A - addition_method: manual https://downdetector.co.uk: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -71404,8 +75149,8 @@ https://downdetector.co.uk: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://downdetector.co.uk/status/aws-amazon-web-services: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -71415,8 +75160,8 @@ https://downdetector.co.uk/status/aws-amazon-web-services: v1_locations: - docs/public-cloud-solutions.md year: N/A - addition_method: manual https://doylestowncoder.com/2021/11/29/building-ci-cd-pipelines-with-azure-data-factory-part-1: + addition_method: manual content_hash: 27bf235dca95524f4eaafab3ccce08d0fd5e80fbc576de154c8daff5773156bc description: '' health_score: 100.0 @@ -71428,8 +75173,8 @@ https://doylestowncoder.com/2021/11/29/building-ci-cd-pipelines-with-azure-data- v1_locations: - docs/demos.md year: N/A - addition_method: manual https://doylestowncoder.com/2021/12/02/building-ci-cd-pipelines-with-azure-data-factory-part-2: + addition_method: manual content_hash: 27bf235dca95524f4eaafab3ccce08d0fd5e80fbc576de154c8daff5773156bc description: '' health_score: 100.0 @@ -71440,8 +75185,8 @@ https://doylestowncoder.com/2021/12/02/building-ci-cd-pipelines-with-azure-data- v1_locations: - docs/demos.md year: N/A - addition_method: manual https://doylestowncoder.com/2021/12/05/building-ci-cd-pipelines-with-azure-data-factory-part-3: + addition_method: manual content_hash: 27bf235dca95524f4eaafab3ccce08d0fd5e80fbc576de154c8daff5773156bc description: '' health_score: 100.0 @@ -71452,8 +75197,8 @@ https://doylestowncoder.com/2021/12/05/building-ci-cd-pipelines-with-azure-data- v1_locations: - docs/demos.md year: N/A - addition_method: manual https://draculatheme.com/pro: + addition_method: manual content_hash: 2904d076dcbfd2890d350df09be477fe5e38a7b943690bc1015983e3e84c1b24 description: '' health_score: 100.0 @@ -71469,8 +75214,8 @@ https://draculatheme.com/pro: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://draft.sh: + addition_method: manual content_hash: 04208dc2e1adbf073057b0550c0d1486f8120c9975bfc21605c95524c8d41487 description: '' health_score: 100.0 @@ -71481,8 +75226,8 @@ https://draft.sh: v1_locations: - docs/scaffolding.md year: N/A - addition_method: manual https://dragondscv.medium.com/controller-runtime-handle-resource-deletion-with-predicate-f69d09dd5802: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -71497,8 +75242,8 @@ https://dragondscv.medium.com/controller-runtime-handle-resource-deletion-with-p v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://draw.io: + addition_method: manual content_hash: 16d3d09d879a41295c69257c7c2697fa00bb839ae02118780e8c22fa883cbfda description: '' health_score: 100.0 @@ -71509,8 +75254,8 @@ https://draw.io: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://drawio-app.com: + addition_method: manual content_hash: ae0a67cfe7a9eb169f753281d7eb764e3092aa2448800709a97021871d44a71b description: '' health_score: 100.0 @@ -71526,8 +75271,8 @@ https://drawio-app.com: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://dreampuf.github.io/GraphvizOnline: + addition_method: manual content_hash: 120465ad142d4147b68f9d87a86a9ec8eeeec22105effd43b22c4bdcaebda5d4 description: '' health_score: 100.0 @@ -71543,8 +75288,8 @@ https://dreampuf.github.io/GraphvizOnline: v2_locations: - terraform.md year: N/A - addition_method: manual https://drill.apache.org: + addition_method: manual content_hash: d091216df278230cbc01f6c93ef28c85d9dbd6ec942a7e35477934887e075c80 description: '' health_score: 100.0 @@ -71560,8 +75305,8 @@ https://drill.apache.org: v2_locations: - nosql.md year: N/A - addition_method: manual https://drone.io: + addition_method: manual content_hash: 8319715ea9ca1bdb2b65f5a7949947a08555c4b2e453fdbfd8708ffec33875ee description: '' health_score: 100.0 @@ -71572,8 +75317,45 @@ https://drone.io: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual +https://dropshare.app/annotate: + addition_method: automatic + ai_summary: '* **Curator Insight**: An essential utility for mobile cloud architects + and SREs requiring fast markup of infrastructure topologies, application bugs, + or terminal screens on the go. + + * **Live Grounding**: Released in May 2026, the tool provides 14 editing functions—including + crop, zoom loupe, dynamic numbering badges, and pixelation—while processing images + purely on-device without data leakage.' + category: devops-tools + complexity: Beginner + content_hash: 1b2d7e8bbbb6b40e42c8b6f8c932cb6c5d13506fee71156ee39df83915cec511 + description: A lightweight, vector-based screenshot annotation application for iOS + offering deep styling controls, blur tools, and layout numbering for technical + reporting. + hierarchy: + - SRE Tools + - Visual Utilities + - Productivity + - iOS Apps + is_microservice: false + language: en + last_checked: 1780352730.207512 + reputation_status: Vetted + reputation_summary: Highly respected native markup utility developed by Timo Josten + (creator of Dropshare), praised for its speed, comprehensive layout tools, and + strict local device privacy constraints. + resource_type: tool + social_preview_url: https://dropshare.app/assets/img/og.png + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: productivity-tools + tags: + - COMMUNITY-TOOL + title: 'Annotate by Dropshare: Fast Markup for Images on iOS and iPadOS' + year: '2026' https://druid.apache.org: + addition_method: manual content_hash: 42c4ce7fee760f8c11c22941d32d57bea5cb67f4ec88137208c65b64a83f7c38 description: '' health_score: 100.0 @@ -71589,8 +75371,8 @@ https://druid.apache.org: v2_locations: - databases.md year: N/A - addition_method: manual https://duo.com/blog: + addition_method: manual content_hash: 7c792b45253bfb1c19e70b61c3a123fd8e24e32fcff326a05872dcf9ce35f515 health_score: 100.0 last_checked: 1779130494.9976 @@ -71602,8 +75384,8 @@ https://duo.com/blog: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://duo.com/blog/introducing-cloudmapper-an-aws-visualization-tool: + addition_method: manual content_hash: 41a050c0cde3d1f475bdbfd6ec89103adcb421e8d2fe253213f63ee0ec8f496f description: '' health_score: 100.0 @@ -71614,8 +75396,8 @@ https://duo.com/blog/introducing-cloudmapper-an-aws-visualization-tool: v1_locations: - 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message-queue.md year: N/A - addition_method: manual https://dzone.com/articles/we-are-testing-software-incorrectly-and-its-costly: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75534,8 +79316,8 @@ https://dzone.com/articles/we-are-testing-software-incorrectly-and-its-costly: v2_locations: - qa.md year: N/A - addition_method: manual https://dzone.com/articles/what-is-apiops-and-how-to-be-successful-at-apiops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75549,8 +79331,8 @@ https://dzone.com/articles/what-is-apiops-and-how-to-be-successful-at-apiops: v2_locations: - devops.md year: N/A - addition_method: manual https://dzone.com/articles/what-is-cidr-classless-inter-domain-routing-in-mul: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75564,15 +79346,15 @@ https://dzone.com/articles/what-is-cidr-classless-inter-domain-routing-in-mul: v2_locations: - networking.md year: N/A - addition_method: manual https://dzone.com/articles/what-is-devops-2: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031478.142171 v1_locations: - docs/devops.md - addition_method: manual https://dzone.com/articles/what-is-noops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75586,8 +79368,8 @@ https://dzone.com/articles/what-is-noops: v2_locations: - noops.md year: N/A - addition_method: manual https://dzone.com/articles/what-is-zero-trust-security: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75601,8 +79383,8 @@ https://dzone.com/articles/what-is-zero-trust-security: v2_locations: - devsecops.md year: N/A - addition_method: manual https://dzone.com/articles/when-to-use-logic-apps-and-azure-functions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75616,8 +79398,8 @@ https://dzone.com/articles/when-to-use-logic-apps-and-azure-functions: v2_locations: - serverless.md year: N/A - addition_method: manual https://dzone.com/articles/when-to-use-serverless-when-to-use-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75631,8 +79413,8 @@ https://dzone.com/articles/when-to-use-serverless-when-to-use-kubernetes: v2_locations: - serverless.md year: N/A - addition_method: manual https://dzone.com/articles/why-i-prefer-trunk-based-development-over-feature: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75647,8 +79429,8 @@ https://dzone.com/articles/why-i-prefer-trunk-based-development-over-feature: v2_locations: - git.md year: N/A - addition_method: manual https://dzone.com/articles/why-sonarqube-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75662,8 +79444,8 @@ https://dzone.com/articles/why-sonarqube-1: v2_locations: - sonarqube.md year: N/A - addition_method: manual https://dzone.com/articles/zipkin-vs-jaeger-getting-started-with-tracing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75677,8 +79459,8 @@ https://dzone.com/articles/zipkin-vs-jaeger-getting-started-with-tracing: v2_locations: - monitoring.md year: N/A - addition_method: manual https://dzone.com/asset/download/212: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75692,8 +79474,8 @@ https://dzone.com/asset/download/212: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://dzone.com/asset/download/223: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75707,8 +79489,8 @@ https://dzone.com/asset/download/223: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://dzone.com/devops-tutorials-tools-news: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75718,8 +79500,8 @@ https://dzone.com/devops-tutorials-tools-news: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://dzone.com/refcardz/advanced-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75733,8 +79515,8 @@ https://dzone.com/refcardz/advanced-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dzone.com/refcardz/binary-repository-management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75748,8 +79530,8 @@ https://dzone.com/refcardz/binary-repository-management: v2_locations: - registries.md year: N/A - addition_method: manual https://dzone.com/refcardz/continuous-delivery-patterns: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75764,8 +79546,8 @@ https://dzone.com/refcardz/continuous-delivery-patterns: v2_locations: - cicd.md year: N/A - addition_method: manual https://dzone.com/refcardz/continuous-delivery-with-jenkins-pipeline: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75779,8 +79561,8 @@ https://dzone.com/refcardz/continuous-delivery-with-jenkins-pipeline: v2_locations: - jenkins.md year: N/A - addition_method: manual https://dzone.com/refcardz/continuous-integration-servers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75794,8 +79576,8 @@ https://dzone.com/refcardz/continuous-integration-servers: v2_locations: - cicd.md year: N/A - addition_method: manual https://dzone.com/refcardz/declarative-pipeline-with-jenkins: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75809,8 +79591,8 @@ https://dzone.com/refcardz/declarative-pipeline-with-jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://dzone.com/refcardz/essential-apache-http-server: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75824,8 +79606,8 @@ https://dzone.com/refcardz/essential-apache-http-server: v2_locations: - web-servers.md year: N/A - addition_method: manual https://dzone.com/refcardz/getting-started-git: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75841,8 +79623,8 @@ https://dzone.com/refcardz/getting-started-git: - cheatsheets.md - git.md year: N/A - addition_method: manual https://dzone.com/refcardz/getting-started-infinispan: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75856,8 +79638,8 @@ https://dzone.com/refcardz/getting-started-infinispan: v2_locations: - caching.md year: N/A - addition_method: manual https://dzone.com/refcardz/getting-started-with-apache-jmeter?chapter=1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75871,8 +79653,8 @@ https://dzone.com/refcardz/getting-started-with-apache-jmeter?chapter=1: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dzone.com/refcardz/getting-started-with-docker-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75886,8 +79668,8 @@ https://dzone.com/refcardz/getting-started-with-docker-1: v2_locations: - docker.md year: N/A - addition_method: manual https://dzone.com/refcardz/getting-started-with-openshift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75903,8 +79685,8 @@ https://dzone.com/refcardz/getting-started-with-openshift: - cheatsheets.md - ocp4.md year: N/A - addition_method: manual https://dzone.com/refcardz/getting-started-with-quarkus-serverless-functions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75918,8 +79700,8 @@ https://dzone.com/refcardz/getting-started-with-quarkus-serverless-functions: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://dzone.com/refcardz/getting-started-with-rancher: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75934,8 +79716,8 @@ https://dzone.com/refcardz/getting-started-with-rancher: v2_locations: - rancher.md year: N/A - addition_method: manual https://dzone.com/refcardz/git-patterns-and-anti-patterns: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75949,8 +79731,8 @@ https://dzone.com/refcardz/git-patterns-and-anti-patterns: v2_locations: - git.md year: N/A - addition_method: manual https://dzone.com/refcardz/groovy: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75964,8 +79746,8 @@ https://dzone.com/refcardz/groovy: v2_locations: - jenkins.md year: N/A - addition_method: manual https://dzone.com/refcardz/java-caching: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75981,8 +79763,8 @@ https://dzone.com/refcardz/java-caching: - caching.md - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://dzone.com/refcardz/java-containerization: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -75996,8 +79778,8 @@ https://dzone.com/refcardz/java-containerization: v2_locations: - docker.md year: N/A - addition_method: manual https://dzone.com/refcardz/jenkins-paas: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76011,8 +79793,8 @@ https://dzone.com/refcardz/jenkins-paas: v2_locations: - jenkins.md year: N/A - addition_method: manual https://dzone.com/refcardz/kubernetes-essentials: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76026,8 +79808,8 @@ https://dzone.com/refcardz/kubernetes-essentials: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://dzone.com/refcardz/kubernetes-multi-cluster-management-and-governance: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76041,8 +79823,8 @@ https://dzone.com/refcardz/kubernetes-multi-cluster-management-and-governance: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://dzone.com/refcardz/monitoring-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76056,8 +79838,8 @@ https://dzone.com/refcardz/monitoring-kubernetes: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://dzone.com/refcardz/quarkus-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76071,8 +79853,8 @@ https://dzone.com/refcardz/quarkus-1: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://dzone.com/refcardz/rest-foundations-restful: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76086,8 +79868,8 @@ https://dzone.com/refcardz/rest-foundations-restful: v2_locations: - api.md year: N/A - addition_method: manual https://dzone.com/refcardz/scaling-and-augmenting-prometheus: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76101,8 +79883,8 @@ https://dzone.com/refcardz/scaling-and-augmenting-prometheus: v2_locations: - prometheus.md year: N/A - addition_method: manual https://dzone.com/refcardz/scrum: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76116,8 +79898,8 @@ https://dzone.com/refcardz/scrum: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://dzone.com/refcardz/sql-syntax-for-apache-drill: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76131,8 +79913,8 @@ https://dzone.com/refcardz/sql-syntax-for-apache-drill: v2_locations: - nosql.md year: N/A - addition_method: manual https://dzone.com/refcardz/the-essentials-of-gitops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76147,8 +79929,8 @@ https://dzone.com/refcardz/the-essentials-of-gitops: - gitops.md - index.md year: N/A - addition_method: manual https://dzone.com/trendreports: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76157,8 +79939,8 @@ https://dzone.com/trendreports: title: dzone.com/trendreports v1_locations: [] year: N/A - addition_method: manual https://dzone.com/trendreports/devops-3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76172,8 +79954,8 @@ https://dzone.com/trendreports/devops-3: v2_locations: - devops.md year: N/A - addition_method: manual https://dzone.com/trendreports/kubernetes-in-the-enterprise-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76182,14 +79964,14 @@ https://dzone.com/trendreports/kubernetes-in-the-enterprise-1: title: 'dzone: Kubernetes in the Enterprise - Trend Report' v1_locations: [] year: N/A - addition_method: manual https://dzone.com/whitepapers/the-12-factor-app-infographic: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033715.606135 v1_locations: [] - addition_method: manual https://e-learning.zeef.com/tracy.parish: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76203,8 +79985,8 @@ https://e-learning.zeef.com/tracy.parish: v2_locations: - elearning.md year: N/A - addition_method: manual https://e.printstacktrace.blog/using-jenkins-pipeline-parallel-stages-to-build-maven-project-with-different-jdks: + addition_method: manual ai_summary: Technical guide showing how to parallelize stages in a Jenkins declarative pipeline to build and test Maven applications across multiple isolated JDK versions simultaneously. @@ -76235,8 +80017,8 @@ https://e.printstacktrace.blog/using-jenkins-pipeline-parallel-stages-to-build-m - maven-gradle.md - demos.md year: N/A - addition_method: manual https://e.printstacktrace.blog/using-sdkman-as-a-docker-image-for-jenkins-pipeline-a-step-by-step-guide: + addition_method: manual ai_summary: High-density integration guide describing the preparation of a containerized Jenkins CI/CD worker image prepopulated with SDKMAN!, enabling dynamic runtime JDK resolution. @@ -76267,8 +80049,8 @@ https://e.printstacktrace.blog/using-sdkman-as-a-docker-image-for-jenkins-pipeli - maven-gradle.md - demos.md year: N/A - addition_method: manual https://ealtili.medium.com/deepdive-to-vpcs-and-connections-to-vpc-2de3fb164d7c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76282,8 +80064,8 @@ https://ealtili.medium.com/deepdive-to-vpcs-and-connections-to-vpc-2de3fb164d7c: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://ebook.bobby.sh/training.html: + addition_method: manual ai_summary: An interactive, web-based training resource designed to guide beginners through fundamental Bash concepts. It covers variable declarations, control loops, and pipeline operations via self-paced tasks. @@ -76311,8 +80093,8 @@ https://ebook.bobby.sh/training.html: v2_locations: - linux.md year: N/A - addition_method: manual https://ec2.shop: + addition_method: manual content_hash: a4872b0e37fb473a415206c3ebfc0db2475da9d557321004e51cbf0cf3340df2 description: '' health_score: 100.0 @@ -76328,8 +80110,8 @@ https://ec2.shop: v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://ecem.dev/kubernetes-basics-core-components-yaml-files-2a11841eb72a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76343,8 +80125,8 @@ https://ecem.dev/kubernetes-basics-core-components-yaml-files-2a11841eb72a: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://eclipse.dev/jkube: + addition_method: manual ai_summary: The central documentation portal for Eclipse JKube, an open-source suite of tooling designed to facilitate the rapid containerization, deployment, and management of Java applications across Kubernetes and Red Hat OpenShift infrastructures. @@ -76368,8 +80150,8 @@ https://eclipse.dev/jkube: - java_frameworks.md - maven-gradle.md year: '2025' - addition_method: manual https://eclipse.dev/jkube/docs/migration-guide: + addition_method: manual ai_summary: Official technical reference outlining the exact property conversions, API transformations, and plugin changes needed to move builds from `fabric8-maven-plugin` to `jkube-maven-plugin`. @@ -76393,8 +80175,8 @@ https://eclipse.dev/jkube/docs/migration-guide: - kubernetes-client-libraries.md - maven-gradle.md year: '2026' - addition_method: manual https://eclipse.org/jkube: + addition_method: manual content_hash: 2b425737ec3ecdc20219c4eadd6dbcc2b17995f43c9b33e2972b5ea5d534fa07 description: '' health_score: 100.0 @@ -76405,9 +80187,9 @@ https://eclipse.org/jkube: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual ? https://economictimes.indiatimes.com/tech/technology/thoughtworks-xconf-tech-talk-series-serverless-vs-kubernetes-when-deploying-microservices/articleshow/89085544.cms -: content_hash: b67db51c716f74bfe27530e62a5e2f9daa42951a7b950421efbf65c02f5d49e8 +: addition_method: manual + content_hash: b67db51c716f74bfe27530e62a5e2f9daa42951a7b950421efbf65c02f5d49e8 description: '' health_score: 100.0 last_checked: 1779031844.637153 @@ -76423,15 +80205,15 @@ https://eclipse.org/jkube: v2_locations: - serverless.md year: N/A - addition_method: manual https://eda.jortilles.com/en/jortilles-english: + addition_method: manual content_hash: e9aea4108a130eb6b1478f65c560f6b976b0ba2b194a4f134d805eeed1d7daa4 health_score: 100.0 last_checked: 1779030501.252443 v1_locations: - docs/databases.md - addition_method: manual https://edgebricks.com/why-public-clouds-get-so-expensive-over-time: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76445,8 +80227,8 @@ https://edgebricks.com/why-public-clouds-get-so-expensive-over-time: v2_locations: - finops.md year: N/A - addition_method: manual https://edgehog.blog/getting-started-with-k8s-core-concepts-135fb570462e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76460,8 +80242,8 @@ https://edgehog.blog/getting-started-with-k8s-core-concepts-135fb570462e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://edidiongasikpo.com/getting-started-with-the-dom-ck9u4u82503or6es16p2rx7c1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76475,8 +80257,8 @@ https://edidiongasikpo.com/getting-started-with-the-dom-ck9u4u82503or6es16p2rx7c v2_locations: - dom.md year: N/A - addition_method: manual https://edidiongasikpo.com/how-to-give-developers-secure-access-to-kubernetes-clusters: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76487,8 +80269,8 @@ https://edidiongasikpo.com/how-to-give-developers-secure-access-to-kubernetes-cl v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://edition.cnn.com/2021/12/15/tech/log4j-vulnerability/index.html: + addition_method: manual ai_summary: CNN's high-level report detailing the critical global risk of the Log4Shell vulnerability. Examines how an easily exploitable Java logging library impact affected systems worldwide, including enterprise clouds and consumer devices. @@ -76516,8 +80298,8 @@ https://edition.cnn.com/2021/12/15/tech/log4j-vulnerability/index.html: v2_locations: - devsecops.md year: N/A - addition_method: manual https://editor.cilium.io: + addition_method: manual content_hash: 30857276ad41f46b3ba1a7646d8025c65d7faff1a36e4f9b26800fb5724e8b49 description: '' health_score: 100.0 @@ -76528,8 +80310,8 @@ https://editor.cilium.io: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://editor.networkpolicy.io: + addition_method: manual content_hash: 432cba263b52939922add60a012251e7d8679f1e063090196b62cd0edb934bd1 health_score: 100.0 last_checked: 1779130494.981023 @@ -76540,8 +80322,8 @@ https://editor.networkpolicy.io: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://edotor.net: + addition_method: manual content_hash: 7cf278352a7acbce46f28f76b8e6d7bbbc979af173bc8a55f70b40f0c25e6369 description: '' health_score: 100.0 @@ -76557,8 +80339,8 @@ https://edotor.net: v2_locations: - terraform.md year: N/A - addition_method: manual https://edu.gcfglobal.org/en: + addition_method: manual content_hash: 706387a492a002123259fbb42ed6a8595a1bb1bd10e2d013a15c6d0ab1deebcd description: '' health_score: 100.0 @@ -76569,8 +80351,8 @@ https://edu.gcfglobal.org/en: v1_locations: - docs/elearning.md year: N/A - addition_method: manual https://education.github.com: + addition_method: manual content_hash: d3ec3491d5d92257f86777a8d10d8ae28c3facc3f672b24ddd8595310685a834 description: '' health_score: 100.0 @@ -76580,8 +80362,8 @@ https://education.github.com: v1_locations: - docs/git.md year: N/A - addition_method: manual https://education.github.com/git-cheat-sheet-education.pdf: + addition_method: manual content_hash: 952af3dfc702d051c0ac47e0d071c3831d7cc34f945a30be7aecda7c80ae5a35 description: '' health_score: 100.0 @@ -76597,8 +80379,8 @@ https://education.github.com/git-cheat-sheet-education.pdf: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://ee.kumuluz.com: + addition_method: manual content_hash: 2fd0fbc6871ca8a09f6759dd5ad3090bd7b0e3100b7e039bb72f62dd33b7ea20 description: '' health_score: 100.0 @@ -76616,8 +80398,8 @@ https://ee.kumuluz.com: - java_frameworks.md - java_app_servers.md year: N/A - addition_method: manual https://eev.ee/blog/2016/07/31/python-faq-why-should-i-use-python-3: + addition_method: manual content_hash: 829ab8abb6542467b1cbfe76cea3e08eddcad0d26c784df63f05570b59b0b288 description: '' health_score: 100.0 @@ -76633,8 +80415,8 @@ https://eev.ee/blog/2016/07/31/python-faq-why-should-i-use-python-3: v2_locations: - python.md year: N/A - addition_method: manual https://eevans.co/blog/deconstructing-kubernetes-networking: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76648,8 +80430,8 @@ https://eevans.co/blog/deconstructing-kubernetes-networking: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://eggboy.medium.com/ci-cd-java-apps-securely-to-azure-kubernetes-service-with-github-action-part-1-16393af4d097: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76664,8 +80446,8 @@ https://eggboy.medium.com/ci-cd-java-apps-securely-to-azure-kubernetes-service-w v2_locations: - demos.md year: N/A - addition_method: manual https://ehcache.org: + addition_method: manual ai_summary: Robust, standards-compliant Java caching library supporting off-heap storage to bypass JVM Garbage Collection overhead. Crucial for high-throughput microservices requiring low-latency data access. [SPANISH CONTENT] @@ -76693,14 +80475,14 @@ https://ehcache.org: v2_locations: - java-and-java-performance-optimization.md year: '2025' - addition_method: manual 'https://eksworkshop.com ': + addition_method: manual health_score: 100.0 last_checked: 1779130494.988843 v1_locations: - docs/demos.md - addition_method: manual 'https://eksworkshop.com/ ': + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76710,8 +80492,8 @@ https://ehcache.org: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://eksworkshop.com/scaling/deploy_ca: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76727,8 +80509,8 @@ https://eksworkshop.com/scaling/deploy_ca: - demos.md - kubernetes-autoscaling.md year: N/A - addition_method: manual https://eksworkshop.com/x-ray/microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76742,8 +80524,8 @@ https://eksworkshop.com/x-ray/microservices: v2_locations: - demos.md year: N/A - addition_method: manual https://elastisys.io/compliantkubernetes: + addition_method: manual content_hash: 7963ec1d159d78bc9f6db9135258c215dad160d492f1bab23ca9c7581d3fd9da health_score: 100.0 last_checked: 1779130495.02833 @@ -76754,8 +80536,8 @@ https://elastisys.io/compliantkubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger: + addition_method: manual ai_summary: Detailed technical guide demonstrating how to build OpenAPI-driven REST APIs in Go. Emphasizes schema-first code generation to guarantee contract reliability between independent microservices. @@ -76783,8 +80565,8 @@ https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-s v2_locations: - golang.md year: N/A - addition_method: manual https://elmanytas.es/?q=node/358: + addition_method: manual content_hash: 9d402360c33397a68e049b4bb8bc5ef4359e6dfdfd5c0f389c08487cc48f4a96 health_score: 100.0 last_checked: 1779033072.11208 @@ -76795,8 +80577,8 @@ https://elmanytas.es/?q=node/358: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://elpais.com/smoda/trabajo/apariencias-venderse-trabajo.html: + addition_method: manual health_score: 100.0 last_checked: 1779130494.95686 status: online @@ -76806,8 +80588,8 @@ https://elpais.com/smoda/trabajo/apariencias-venderse-trabajo.html: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://emea-resources.awscloud.com/spain-events-webinars: + addition_method: manual content_hash: 5354e32447e7f82a812660384b5a4f87c8462c4407d5bbe69d0510043596c53e description: '' health_score: 100.0 @@ -76818,8 +80600,8 @@ https://emea-resources.awscloud.com/spain-events-webinars: v1_locations: - docs/aws-spain.md year: N/A - addition_method: manual https://eminaktas.medium.com/debug-containerd-in-production-fe93ef4e3ce2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76833,8 +80615,8 @@ https://eminaktas.medium.com/debug-containerd-in-production-fe93ef4e3ce2: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://eminalemdar.medium.com/cloud-native-secret-management-with-external-secrets-operator-2912f41f9c49: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76849,8 +80631,8 @@ https://eminalemdar.medium.com/cloud-native-secret-management-with-external-secr v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://emirayhan.medium.com/kubernetes-k8s-deployment-strategies-eb3a0f5cbc49: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76864,8 +80646,8 @@ https://emirayhan.medium.com/kubernetes-k8s-deployment-strategies-eb3a0f5cbc49: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://emirayhan.medium.com/what-is-the-difference-message-queue-and-message-bus-7f2e2867eff6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76880,8 +80662,8 @@ https://emirayhan.medium.com/what-is-the-difference-message-queue-and-message-bu v2_locations: - message-queue.md year: N/A - addition_method: manual https://empathy.co/blog/hat-ci-cd-for-deploying-cloud-native-applications: + addition_method: manual content_hash: 330b14714d6fafd82084caf5012d0e929d0e7ee9e54f1f4e5fd566de337330f3 health_score: 100.0 last_checked: 1779130494.972763 @@ -76892,8 +80674,8 @@ https://empathy.co/blog/hat-ci-cd-for-deploying-cloud-native-applications: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://empresas.blogthinkbig.com/descubierta-vulnerabilidad-kubernetes-permite-acceso-redes-restringidas-cve-2020-8562: + addition_method: manual ai_summary: Analiza en detalle la vulnerabilidad de denegación de servicio y elisión de restricciones de red identificada como CVE-2020-8562. El análisis del curador detalla el impacto en la resolución de DNS internas de la API del clúster. La @@ -76923,8 +80705,8 @@ https://empresas.blogthinkbig.com/descubierta-vulnerabilidad-kubernetes-permite- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://emptysqua.re/blog/getaddrinfo-deadlock: + addition_method: manual content_hash: 5eb83979a270815a6169894ba9df5aefbc8b1aa4587f87ec19e23dff56bb8554 description: '' health_score: 100.0 @@ -76940,8 +80722,8 @@ https://emptysqua.re/blog/getaddrinfo-deadlock: v2_locations: - python.md year: N/A - addition_method: manual https://en.sokube.ch/post/aws-kubernetes-aws-elastic-kubernetes-service-eks: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76955,8 +80737,8 @@ https://en.sokube.ch/post/aws-kubernetes-aws-elastic-kubernetes-service-eks: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://en.sokube.ch/post/gitops-and-the-millefeuille-dilemma-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76970,8 +80752,8 @@ https://en.sokube.ch/post/gitops-and-the-millefeuille-dilemma-1: v2_locations: - gitops.md year: N/A - addition_method: manual https://en.sokube.ch/post/k3s-k3d-k8s-a-new-perfect-match-for-dev-and-test-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -76985,8 +80767,8 @@ https://en.sokube.ch/post/k3s-k3d-k8s-a-new-perfect-match-for-dev-and-test-1: v2_locations: - rancher.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/.NET: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77001,15 +80783,15 @@ https://en.wikipedia.org/wiki/.NET: v2_locations: - dotnet.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/All_round_defence: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033050.675641 v1_locations: - docs/openshift.md - addition_method: manual https://en.wikipedia.org/wiki/Amazon_Virtual_Private_Cloud: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77025,8 +80807,8 @@ https://en.wikipedia.org/wiki/Amazon_Virtual_Private_Cloud: - aws-networking.md - kubernetes-networking.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Apache_Groovy: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77040,8 +80822,8 @@ https://en.wikipedia.org/wiki/Apache_Groovy: v2_locations: - jenkins.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Apache_Maven: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77055,8 +80837,8 @@ https://en.wikipedia.org/wiki/Apache_Maven: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Apdex: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77070,8 +80852,8 @@ https://en.wikipedia.org/wiki/Apdex: v2_locations: - monitoring.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Application_performance_management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77085,8 +80867,8 @@ https://en.wikipedia.org/wiki/Application_performance_management: v2_locations: - monitoring.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Azure_DevOps: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77100,8 +80882,8 @@ https://en.wikipedia.org/wiki/Azure_DevOps: v2_locations: - git.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Azure_DevOps_Server: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77111,8 +80893,8 @@ https://en.wikipedia.org/wiki/Azure_DevOps_Server: v1_locations: - docs/git.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Blockchain: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77126,8 +80908,8 @@ https://en.wikipedia.org/wiki/Blockchain: v2_locations: - digital-money.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Bus_factor: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77142,8 +80924,8 @@ https://en.wikipedia.org/wiki/Bus_factor: - index.md - project-management-methodology.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Cloud-based_integration: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77157,8 +80939,8 @@ https://en.wikipedia.org/wiki/Cloud-based_integration: v2_locations: - message-queue.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Cockroach_Labs: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77172,8 +80954,8 @@ https://en.wikipedia.org/wiki/Cockroach_Labs: v2_locations: - databases.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Content_delivery_network: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77187,8 +80969,8 @@ https://en.wikipedia.org/wiki/Content_delivery_network: v2_locations: - caching.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Continuous_delivery: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77202,8 +80984,8 @@ https://en.wikipedia.org/wiki/Continuous_delivery: v2_locations: - cicd.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Continuous_integration: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77217,8 +80999,8 @@ https://en.wikipedia.org/wiki/Continuous_integration: v2_locations: - cicd.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Couchbase_Server: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77232,8 +81014,8 @@ https://en.wikipedia.org/wiki/Couchbase_Server: v2_locations: - nosql.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Cryptocurrency: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77247,15 +81029,15 @@ https://en.wikipedia.org/wiki/Cryptocurrency: v2_locations: - digital-money.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Design_by_contract: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032376.233781 v1_locations: - docs/git.md - addition_method: manual https://en.wikipedia.org/wiki/DevOps: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77271,15 +81053,15 @@ https://en.wikipedia.org/wiki/DevOps: - cicd.md - devops.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Domain-specific_language: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034288.348706 v1_locations: - docs/jenkins.md - addition_method: manual https://en.wikipedia.org/wiki/Dynamic_site_acceleration: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77293,8 +81075,8 @@ https://en.wikipedia.org/wiki/Dynamic_site_acceleration: v2_locations: - caching.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Enterprise_service_bus: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77308,8 +81090,8 @@ https://en.wikipedia.org/wiki/Enterprise_service_bus: v2_locations: - message-queue.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Event-driven_messaging: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77323,8 +81105,8 @@ https://en.wikipedia.org/wiki/Event-driven_messaging: v2_locations: - message-queue.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Evolutionary_database_design: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77338,8 +81120,8 @@ https://en.wikipedia.org/wiki/Evolutionary_database_design: v2_locations: - liquibase.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Function_as_a_service: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77353,15 +81135,15 @@ https://en.wikipedia.org/wiki/Function_as_a_service: v2_locations: - serverless.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Fuzzing: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.244221 v1_locations: - docs/qa.md - addition_method: manual https://en.wikipedia.org/wiki/GRPC: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77375,8 +81157,8 @@ https://en.wikipedia.org/wiki/GRPC: v2_locations: - api.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Git: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77390,15 +81172,15 @@ https://en.wikipedia.org/wiki/Git: v2_locations: - git.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Go_(programming_language: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031255.244294 v1_locations: - docs/prometheus.md - addition_method: manual https://en.wikipedia.org/wiki/Google_Search: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77412,15 +81194,15 @@ https://en.wikipedia.org/wiki/Google_Search: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Graphite_(software: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032343.918399 v1_locations: - docs/prometheus.md - addition_method: manual https://en.wikipedia.org/wiki/HAProxy: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77434,8 +81216,8 @@ https://en.wikipedia.org/wiki/HAProxy: v2_locations: - web-servers.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/HTTP/2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77449,8 +81231,8 @@ https://en.wikipedia.org/wiki/HTTP/2: v2_locations: - networking.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/HTTP/3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77464,14 +81246,14 @@ https://en.wikipedia.org/wiki/HTTP/3: v2_locations: - networking.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Horatio_Nelson_Jackson: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031349.206232 v1_locations: [] - addition_method: manual https://en.wikipedia.org/wiki/IP_address_management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77485,8 +81267,8 @@ https://en.wikipedia.org/wiki/IP_address_management: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Infrastructure_as_code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77496,8 +81278,8 @@ https://en.wikipedia.org/wiki/Infrastructure_as_code: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/InspectIT: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77513,15 +81295,15 @@ https://en.wikipedia.org/wiki/InspectIT: - java-and-java-performance-optimization.md - monitoring.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Internet_of_Things: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029472.485305 v1_locations: - docs/prometheus.md - addition_method: manual https://en.wikipedia.org/wiki/JSON: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77535,8 +81317,8 @@ https://en.wikipedia.org/wiki/JSON: v2_locations: - yaml.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Jakarta_EE: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77550,8 +81332,8 @@ https://en.wikipedia.org/wiki/Jakarta_EE: v2_locations: - java_app_servers.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/JavaScript: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77565,8 +81347,8 @@ https://en.wikipedia.org/wiki/JavaScript: v2_locations: - javascript.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Java_Platform,_Enterprise_Edition: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77582,8 +81364,8 @@ https://en.wikipedia.org/wiki/Java_Platform,_Enterprise_Edition: - introduction.md - java_frameworks.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Kiss_up_kick_down: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77599,8 +81381,8 @@ https://en.wikipedia.org/wiki/Kiss_up_kick_down: - about.md - project-management-methodology.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77614,8 +81396,8 @@ https://en.wikipedia.org/wiki/Kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Lean_software_development: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77625,8 +81407,8 @@ https://en.wikipedia.org/wiki/Lean_software_development: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/List_of_HTTP_status_codes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77640,8 +81422,8 @@ https://en.wikipedia.org/wiki/List_of_HTTP_status_codes: v2_locations: - networking.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/List_of_performance_analysis_tools: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77657,8 +81439,8 @@ https://en.wikipedia.org/wiki/List_of_performance_analysis_tools: - java-and-java-performance-optimization.md - monitoring.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/MIT_License: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77672,8 +81454,8 @@ https://en.wikipedia.org/wiki/MIT_License: v2_locations: - prometheus.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Message_broker: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77687,8 +81469,8 @@ https://en.wikipedia.org/wiki/Message_broker: v2_locations: - message-queue.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Microsoft_Visual_Studio: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77698,8 +81480,8 @@ https://en.wikipedia.org/wiki/Microsoft_Visual_Studio: v1_locations: - docs/git.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Minimum_viable_product: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77713,8 +81495,8 @@ https://en.wikipedia.org/wiki/Minimum_viable_product: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/NoSQL: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77728,8 +81510,8 @@ https://en.wikipedia.org/wiki/NoSQL: v2_locations: - nosql.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Node.js: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77743,8 +81525,8 @@ https://en.wikipedia.org/wiki/Node.js: v2_locations: - javascript.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/OpenAPI_Specification: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77758,8 +81540,8 @@ https://en.wikipedia.org/wiki/OpenAPI_Specification: v2_locations: - api.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/OpenShift: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77773,8 +81555,8 @@ https://en.wikipedia.org/wiki/OpenShift: v2_locations: - openshift.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Open_banking: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77790,8 +81572,8 @@ https://en.wikipedia.org/wiki/Open_banking: - api.md - developerportals.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/OverOps: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77807,8 +81589,8 @@ https://en.wikipedia.org/wiki/OverOps: - java-and-java-performance-optimization.md - monitoring.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Payara_Server: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77822,8 +81604,8 @@ https://en.wikipedia.org/wiki/Payara_Server: v2_locations: - java_app_servers.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Payment_Card_Industry_Data_Security_Standard: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77837,8 +81619,8 @@ https://en.wikipedia.org/wiki/Payment_Card_Industry_Data_Security_Standard: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Payment_Services_Directive: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77852,8 +81634,8 @@ https://en.wikipedia.org/wiki/Payment_Services_Directive: v2_locations: - developerportals.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Remote_procedure_call: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77867,8 +81649,8 @@ https://en.wikipedia.org/wiki/Remote_procedure_call: v2_locations: - api.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Representational_state_transfer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77882,8 +81664,8 @@ https://en.wikipedia.org/wiki/Representational_state_transfer: v2_locations: - api.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Responsibility_assignment_matrix: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77897,15 +81679,15 @@ https://en.wikipedia.org/wiki/Responsibility_assignment_matrix: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Rubber_duck_debugging: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029613.211203 v1_locations: - docs/testops.md - addition_method: manual https://en.wikipedia.org/wiki/SOAP: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77919,8 +81701,8 @@ https://en.wikipedia.org/wiki/SOAP: v2_locations: - api.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Site_Reliability_Engineering: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77934,8 +81716,8 @@ https://en.wikipedia.org/wiki/Site_Reliability_Engineering: v2_locations: - sre.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Software_bot: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77949,8 +81731,8 @@ https://en.wikipedia.org/wiki/Software_bot: v2_locations: - git.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/SonarQube: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77964,8 +81746,8 @@ https://en.wikipedia.org/wiki/SonarQube: v2_locations: - sonarqube.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Spring_Roo: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77979,8 +81761,8 @@ https://en.wikipedia.org/wiki/Spring_Roo: v2_locations: - scaffolding.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Streaming_data: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -77994,22 +81776,22 @@ https://en.wikipedia.org/wiki/Streaming_data: v2_locations: - message-queue.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Time_series: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032728.714813 v1_locations: - docs/prometheus.md - addition_method: manual https://en.wikipedia.org/wiki/Time_series_database: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029118.656523 v1_locations: - docs/prometheus.md - addition_method: manual https://en.wikipedia.org/wiki/Twelve-Factor_App_methodology: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78019,8 +81801,8 @@ https://en.wikipedia.org/wiki/Twelve-Factor_App_methodology: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Value_stream: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78030,8 +81812,8 @@ https://en.wikipedia.org/wiki/Value_stream: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/VisualVM: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78047,8 +81829,8 @@ https://en.wikipedia.org/wiki/VisualVM: - java-and-java-performance-optimization.md - monitoring.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/WebSocket: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78062,8 +81844,8 @@ https://en.wikipedia.org/wiki/WebSocket: v2_locations: - api.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Web_cache: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78077,8 +81859,8 @@ https://en.wikipedia.org/wiki/Web_cache: v2_locations: - caching.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Workflow_engine: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78092,8 +81874,8 @@ https://en.wikipedia.org/wiki/Workflow_engine: v2_locations: - message-queue.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/Xamarin: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78107,8 +81889,8 @@ https://en.wikipedia.org/wiki/Xamarin: v2_locations: - xamarin.md year: N/A - addition_method: manual https://en.wikipedia.org/wiki/YAML: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78122,8 +81904,8 @@ https://en.wikipedia.org/wiki/YAML: v2_locations: - yaml.md year: N/A - addition_method: manual https://eng.grip.security/enabling-aws-iam-group-access-to-an-eks-cluster-using-rbac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78138,8 +81920,8 @@ https://eng.grip.security/enabling-aws-iam-group-access-to-an-eks-cluster-using- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://eng.lifion.com/journey-to-zero-downtime-rolling-updates-with-ambassador-badda6a7d450: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78153,8 +81935,8 @@ https://eng.lifion.com/journey-to-zero-downtime-rolling-updates-with-ambassador- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://eng.lyft.com/how-we-learned-to-improve-kubernetes-cronjobs-at-scale-part-2-of-2-dad0c973ffca: + addition_method: manual content_hash: 03b1d6ce80093a96c566c8a4e2db8efec98399cd0ac5521b0cc4e686814add54 description: '' health_score: 100.0 @@ -78164,8 +81946,8 @@ https://eng.lyft.com/how-we-learned-to-improve-kubernetes-cronjobs-at-scale-part v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://eng.lyft.com/improving-kubernetes-cronjobs-at-scale-part-1-cf1479df98d4: + addition_method: manual content_hash: 78c2b2a40f18e28514e7b4cc4996a49567ad51e06bf2adb43ebf5e654913c893 description: '' health_score: 100.0 @@ -78180,8 +81962,8 @@ https://eng.lyft.com/improving-kubernetes-cronjobs-at-scale-part-1-cf1479df98d4: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://engineerd.github.io/kube-exec/introduction: + addition_method: manual content_hash: 5cd74d098de55772906719d262a155aeb9ad111be13fa88f3cf7114f2a06960b description: '' health_score: 100.0 @@ -78197,8 +81979,8 @@ https://engineerd.github.io/kube-exec/introduction: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://engineering.atspotify.com/2016/02/25/spotifys-event-delivery-the-road-to-the-cloud-part-i: + addition_method: manual content_hash: ded03085293ffb83ca434c23b387efcaf02d6588d5255b94142be710094b4c84 description: '' health_score: 100.0 @@ -78210,8 +81992,8 @@ https://engineering.atspotify.com/2016/02/25/spotifys-event-delivery-the-road-to v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://engineering.atspotify.com/2016/2/spotifys-event-delivery-the-road-to-the-cloud-part-i: + addition_method: manual ai_summary: Part one of Spotify's highly detailed case study documenting their massive shift from on-premise infrastructure to Google Cloud Platform event infrastructure. It details scaling to deliver billions of events daily without data loss. Grounding @@ -78235,9 +82017,9 @@ https://engineering.atspotify.com/2016/2/spotifys-event-delivery-the-road-to-the v2_locations: - message-queue.md year: '2016' - addition_method: manual ? https://engineering.backmarket.com/how-we-improved-third-party-availability-and-latency-with-nginx-in-kubernetes-bb3fc7224ae4 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031117.29217 @@ -78251,8 +82033,8 @@ https://engineering.atspotify.com/2016/2/spotifys-event-delivery-the-road-to-the v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://engineering.cloudflight.io/running-the-openshift-console-in-plain-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78263,15 +82045,15 @@ https://engineering.cloudflight.io/running-the-openshift-console-in-plain-kubern v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://engineering.doit.com/no-restarts-no-disruptions-seamless-pod-resource-updates-with-in-place-resizing-f3cf41654216: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030196.870109 v1_locations: - docs/kubernetes.md - addition_method: manual https://engineering.dynatrace.com/blog/kubernetes-security-part-1-role-based-access-control-rbac: + addition_method: manual content_hash: ac5428140f4cf01da7eafa693582520ec53b6265a50789a9f14cdc0131f5ead2 description: '' health_score: 100.0 @@ -78283,8 +82065,43 @@ https://engineering.dynatrace.com/blog/kubernetes-security-part-1-role-based-acc v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual +? https://engineering.fb.com/2026/05/26/ml-applications/silvertorch-index-as-model-new-retrieval-paradigm-recommendation-systems +: addition_method: automatic + ai_summary: Meta's SilverTorch architecture redefines recommendation engines by + consolidating vector retrieval, filtering, and scoring into a unified, GPU-optimized + PyTorch model. Historically, recommendation pipelines relied on disparate microservices + that suffered from communication latency and inconsistent feature evaluation. + SilverTorch bypasses this by utilizing high-performance layers like GPU Bloom + indexes and fused Int8 Approximate Nearest Neighbor (ANN) search inside the model + graph, delivering a 23.7x throughput increase and a 20.9x TCO improvement at an + 80-million-item scale. + category: mlops + complexity: Advanced + content_hash: 15f1072919f34001fcccd103074fcbafe2ddabfa841b8f3adb0d5ac1cf9752ec + description: Meta introduces SilverTorch, a unified PyTorch model-based system that + replaces separate microservices for vector indexing, filtering, and scoring with + a single GPU-optimized execution graph. + hierarchy: + - Machine Learning > AI Infrastructure > High-Throughput Recommendation Retrieval + is_microservice: true + language: en + last_checked: 1780353052.024498 + reputation_status: Vetted + reputation_summary: N/A + resource_type: article + social_preview_url: https://engineering.fb.com/wp-content/uploads/2026/05/SilverTorch-Hero-Final.png + source_provenance: RSS Feed (Engineering at Meta) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - ENTERPRISE-STABLE + - CASE STUDY + title: 'SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation + Systems' + year: '2026' https://engineering.grab.com/zero-trust-with-kafka: + addition_method: manual ai_summary: 'Curator Insight: Production study from Grab''s engineering team on implementing zero-trust network boundaries for messaging. Live Grounding: Covers mutual TLS (mTLS) for broker-client transport, fine-grained ACL authorization, @@ -78313,8 +82130,8 @@ https://engineering.grab.com/zero-trust-with-kafka: v2_locations: - message-queue.md year: N/A - addition_method: manual https://engineering.konveyor.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78328,8 +82145,8 @@ https://engineering.konveyor.io: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://engineering.linecorp.com/en/blog/building-large-kubernetes-clusters: + addition_method: manual ai_summary: A detailed engineering case study by Line Corporation explaining Caravan, their custom internal platform designed to build and maintain thousands of Kubernetes clusters on bare-metal infrastructure. Provides deep insights into enterprise @@ -78359,8 +82176,8 @@ https://engineering.linecorp.com/en/blog/building-large-kubernetes-clusters: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://engineering.mercari.com/en/blog/entry/20211222-kubernetes-based-spanner-autoscaler: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78374,8 +82191,8 @@ https://engineering.mercari.com/en/blog/entry/20211222-kubernetes-based-spanner- v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://engineering.mercari.com/en/blog/entry/20220214-managing-network-policies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78390,8 +82207,8 @@ https://engineering.mercari.com/en/blog/entry/20220214-managing-network-policies v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://engineering.mercari.com/en/blog/entry/20220218-dynamic-service-routing-using-istio: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78405,8 +82222,8 @@ https://engineering.mercari.com/en/blog/entry/20220218-dynamic-service-routing-u v2_locations: - istio.md year: N/A - addition_method: manual https://engineering.monday.com/monday-coms-multi-regional-architecture-a-deep-dive: + addition_method: manual content_hash: 27dfef51e65690e1e738686fb762788ffb8584e1a228bd193ebb882f8705c1e1 description: '' health_score: 100.0 @@ -78425,8 +82242,8 @@ https://engineering.monday.com/monday-coms-multi-regional-architecture-a-deep-di - kubernetes.md - introduction.md year: N/A - addition_method: manual https://engineering.plex.com/posts/kubernetes-policy-conftest: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78440,8 +82257,8 @@ https://engineering.plex.com/posts/kubernetes-policy-conftest: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://engineering.prezi.com/intro-4727024fc2c1: + addition_method: manual content_hash: 7e5cb088fed6e54028008931eadc4c9f130e83c1a6bdfa3222b86f3e884371e8 description: '' health_score: 100.0 @@ -78457,8 +82274,8 @@ https://engineering.prezi.com/intro-4727024fc2c1: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://engineering.razorpay.com/the-culture-of-cost-optimization-reducing-kubernetes-cost-by-300-000-32611cdd19d9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78473,8 +82290,8 @@ https://engineering.razorpay.com/the-culture-of-cost-optimization-reducing-kuber v2_locations: - finops.md year: N/A - addition_method: manual https://engineering.salesforce.com/optimizing-eks-networking-for-scale-1325706c8f6d: + addition_method: manual ai_summary: Technical breakdown of Salesforce's journey optimizing AWS VPC CNI on EKS to support massive container scale. Covers strategies to bypass IP address exhaustion, manage warm IP targets, configure custom networking, and optimize @@ -78504,8 +82321,8 @@ https://engineering.salesforce.com/optimizing-eks-networking-for-scale-1325706c8 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://engineering.salesforce.com/project-agumbe-share-objects-across-namespaces-in-kubernetes-1fc2e1ddb3eb: + addition_method: manual content_hash: 12a836b2c470834b9d5301f2971462da733d6d12e4a8555fd40a2b4b518fefa7 description: '' health_score: 100.0 @@ -78522,8 +82339,8 @@ https://engineering.salesforce.com/project-agumbe-share-objects-across-namespace v2_locations: - kubernetes.md year: N/A - addition_method: manual https://engineering.zalando.com/posts/2021/03/building-an-end-to-end-load-test-automation-system-on-top-of-kubernetes.html: + addition_method: manual content_hash: 838f2207ad26353d0e8549678f2e76f30e266c528bcc4352d9b8a5d144a141fb description: '' health_score: 100.0 @@ -78540,8 +82357,8 @@ https://engineering.zalando.com/posts/2021/03/building-an-end-to-end-load-test-a v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://engineeringblog.yelp.com/2020/10/improving-the-performance-of-the-prometheus-jmx-exporter.html: + addition_method: manual content_hash: 99b6aa3202a3fff821696ea18c3b063912f99234215827456d78b3688db48d41 description: '' health_score: 100.0 @@ -78558,8 +82375,8 @@ https://engineeringblog.yelp.com/2020/10/improving-the-performance-of-the-promet v2_locations: - prometheus.md year: N/A - addition_method: manual https://engineeringblog.yelp.com/2020/11/orchestrating-cassandra-on-kubernetes-with-operators.html: + addition_method: manual content_hash: a5f23f3b2267b8a5ee4b8853029041aa3c74ae52be53b731ca55c83ce652cc5e description: '' health_score: 100.0 @@ -78570,8 +82387,8 @@ https://engineeringblog.yelp.com/2020/11/orchestrating-cassandra-on-kubernetes-w v1_locations: - docs/nosql.md year: N/A - addition_method: manual https://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-1: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031478.195824 @@ -78581,15 +82398,15 @@ https://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-1: - docs/python.md v2_locations: - python.md - addition_method: manual https://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-2: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030134.968211 v1_locations: - docs/python.md - addition_method: manual https://enlear.academy/26-git-command-i-use-all-the-time-cheatsheet-6c5682ded2af: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78603,8 +82420,8 @@ https://enlear.academy/26-git-command-i-use-all-the-time-cheatsheet-6c5682ded2af v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://enlear.academy/how-to-build-a-scalable-email-service-using-aws-d404b347a7fb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78619,8 +82436,8 @@ https://enlear.academy/how-to-build-a-scalable-email-service-using-aws-d404b347a v2_locations: - aws-messaging.md year: N/A - addition_method: manual https://enlear.academy/repository-pattern-and-unit-of-work-with-asp-net-core-web-api-6802e1aa4f78: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78635,8 +82452,8 @@ https://enlear.academy/repository-pattern-and-unit-of-work-with-asp-net-core-web v2_locations: - dotnet.md year: N/A - addition_method: manual https://enlear.academy/sealed-secrets-with-kubernetes-a3f4d13dbc17: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -78650,8 +82467,8 @@ https://enlear.academy/sealed-secrets-with-kubernetes-a3f4d13dbc17: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://enmilocalfunciona.io/aprende-a-configurar-thanos-usando-docker-compose: + addition_method: manual content_hash: c27c8464f3577b895626fbef8d3bf75dc51342e167ee59b01615836652cbaa34 description: '' health_score: 100.0 @@ -78661,8 +82478,8 @@ https://enmilocalfunciona.io/aprende-a-configurar-thanos-usando-docker-compose: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb: + addition_method: manual content_hash: da281fb2ba88b08259eb39027bb8e77101f78e8a6ad407ba50401710250f9e91 description: '' health_score: 100.0 @@ -78673,8 +82490,8 @@ https://enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante v1_locations: - docs/demos.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2017/10/how-explain-kubernetes-plain-english: + addition_method: manual content_hash: 5936cbcca0737cd749ea9ee2f5581ee4a1afeeb6b43d0da939943afe4e000e93 description: '' health_score: 100.0 @@ -78690,8 +82507,8 @@ https://enterprisersproject.com/article/2017/10/how-explain-kubernetes-plain-eng v2_locations: - kubernetes.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2019/8/kubernetes-secrets-explained-plain-english: + addition_method: manual ai_summary: An easy-to-follow introductory resource explaining Kubernetes Secrets, their typical configuration schemas, and how they help developers protect operational application parameters. @@ -78719,8 +82536,8 @@ https://enterprisersproject.com/article/2019/8/kubernetes-secrets-explained-plai v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/10/scrum-kanban-3-realities-cios: + addition_method: manual content_hash: 06eb2ce88ae538a130f93c164cfe77b102841a3ccbef938d3dfde7592fb024db description: '' health_score: 100.0 @@ -78736,8 +82553,8 @@ https://enterprisersproject.com/article/2020/10/scrum-kanban-3-realities-cios: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/3/how-get-devops-noops-5-steps: + addition_method: manual content_hash: a783a0cf8effc5a575e559c6c2b8e503dd339efcb79aa3f9205d41c9e34c060f description: '' health_score: 100.0 @@ -78753,8 +82570,8 @@ https://enterprisersproject.com/article/2020/3/how-get-devops-noops-5-steps: v2_locations: - devops.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/4/kubernetes-everything-you-need-know: + addition_method: manual content_hash: 948ba1ebdda1029e1407969b728879e29c2aed5c3bde2e7c4b84e4c03cd0a906 description: '' health_score: 100.0 @@ -78771,8 +82588,8 @@ https://enterprisersproject.com/article/2020/4/kubernetes-everything-you-need-kn v2_locations: - kubernetes.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/5/devops-shift-left-why-goes-wrong: + addition_method: manual content_hash: ea1514c97ebed3aa95621a7a6d8ba0e8b6f2711cc053deda414ba85dbfe87ece description: '' health_score: 100.0 @@ -78788,8 +82605,8 @@ https://enterprisersproject.com/article/2020/5/devops-shift-left-why-goes-wrong: v2_locations: - devops.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/5/kubernetes-5-open-source-projects-improve: + addition_method: manual content_hash: 1161bb6821761938fa2c082e2faeaf025b09af61655e3e12a7412bff87555be9 description: '' health_score: 100.0 @@ -78806,8 +82623,8 @@ https://enterprisersproject.com/article/2020/5/kubernetes-5-open-source-projects v2_locations: - kubernetes.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/6/devops-beginners-where-start: + addition_method: manual content_hash: 2d81b91d13c6de33b38c6a461d1e68c8ec97c8063db918bd2ebb18790eab3474 description: '' health_score: 100.0 @@ -78823,8 +82640,8 @@ https://enterprisersproject.com/article/2020/6/devops-beginners-where-start: v2_locations: - devops.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/6/devops-engineer-role-common-misconceptions: + addition_method: manual content_hash: d38a876c71df9ff0866ff9cbc380e9082abfc35fac473cfd10d0c86481ac0816 description: '' health_score: 100.0 @@ -78840,8 +82657,8 @@ https://enterprisersproject.com/article/2020/6/devops-engineer-role-common-misco v2_locations: - devops.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/7/3-devops-skills-it-leaders-need-next-normal: + addition_method: manual content_hash: 9c77586cbd4f972c7479aa2909f7295483a0c57a7fda3bae27ee055b6d1efdba description: '' health_score: 100.0 @@ -78857,8 +82674,8 @@ https://enterprisersproject.com/article/2020/7/3-devops-skills-it-leaders-need-n v2_locations: - devops.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/7/devops-5-things-teams-need: + addition_method: manual content_hash: d932d3e010a146615dc0eb7bf8fe9e55ef326b8a48efc404426a93272a4eb35c description: '' health_score: 100.0 @@ -78874,8 +82691,8 @@ https://enterprisersproject.com/article/2020/7/devops-5-things-teams-need: v2_locations: - devops.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2020/8/managing-kubernetes-resources-5-things-remember: + addition_method: manual content_hash: 85e13bcebc1dc7fc191a5c67452d2ae8e1c437992fe750bf2bfd5fac73a5dbbc description: '' health_score: 100.0 @@ -78891,8 +82708,8 @@ https://enterprisersproject.com/article/2020/8/managing-kubernetes-resources-5-t v2_locations: - kubernetes.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2021/1/5-hybrid-cloud-trends-2021: + addition_method: manual content_hash: 0b2d2a145ef646857e33963d06f262052578956d9844357f39d0e660376beaa7 description: '' health_score: 100.0 @@ -78908,8 +82725,8 @@ https://enterprisersproject.com/article/2021/1/5-hybrid-cloud-trends-2021: v2_locations: - introduction.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2021/10/devops-future-operating-model-it: + addition_method: manual content_hash: 04c89b8a90bb73dc874ec3ac19c6385805c8afbcec4a9d252bece62abffa5cec description: '' health_score: 100.0 @@ -78926,8 +82743,8 @@ https://enterprisersproject.com/article/2021/10/devops-future-operating-model-it v2_locations: - devops.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2021/2/remote-work-virtual-collaboration-best-practices: + addition_method: manual content_hash: 1b58ecab0b8303fcbfc13d6c05667acaf3c12c47d72f6d15964dedb89aadbd66 description: '' health_score: 100.0 @@ -78943,8 +82760,8 @@ https://enterprisersproject.com/article/2021/2/remote-work-virtual-collaboration v2_locations: - workfromhome.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2021/5/kubernetes-6-open-source-tools-to-test-clusters: + addition_method: manual content_hash: 03202a97c112e61c461218f12355480d81a120c3fc415cfef40ae7c538c476b4 description: '' health_score: 100.0 @@ -78961,8 +82778,8 @@ https://enterprisersproject.com/article/2021/5/kubernetes-6-open-source-tools-to v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2021/6/gitops-explained-plain-english: + addition_method: manual content_hash: 90e8bf62f69b833d9df99ed9e15f45092b91b0ada38a9ab209f2b61c19543d04 description: '' health_score: 100.0 @@ -78978,8 +82795,8 @@ https://enterprisersproject.com/article/2021/6/gitops-explained-plain-english: v2_locations: - gitops.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2021/6/how-migrate-java-workloads-containers-3-considerations: + addition_method: manual content_hash: b8949947c187ec595b72f6a931b601dbada4a67ba7323ded5a9c63b18c9adcd4 description: '' health_score: 100.0 @@ -78996,8 +82813,8 @@ https://enterprisersproject.com/article/2021/6/how-migrate-java-workloads-contai v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2021/8/5-devsecops-open-source-projects-know: + addition_method: manual ai_summary: 'Profiles five core open-source tools powering cloud-native DevSecOps security, including Trivy, Falco, and Open Policy Agent. Contrast: Curator Insight presents them as rising projects, whereas Live Grounding confirms they are de @@ -79026,8 +82843,8 @@ https://enterprisersproject.com/article/2021/8/5-devsecops-open-source-projects- v2_locations: - devsecops.md year: N/A - addition_method: manual https://enterprisersproject.com/article/2022/11/15-minute-primer-kubernetes: + addition_method: manual content_hash: dc7de163899615079d0dac0a8f76c9f979b0c756e03ebd7da9c464a12558a0a0 description: '' health_score: 100.0 @@ -79043,8 +82860,8 @@ https://enterprisersproject.com/article/2022/11/15-minute-primer-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://epsagon.com/blog/serverless-open-source-frameworks-openfaas-knative-more: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79060,15 +82877,15 @@ https://epsagon.com/blog/serverless-open-source-frameworks-openfaas-knative-more v2_locations: - serverless.md year: N/A - addition_method: manual https://erik-engheim.medium.com/go-does-not-need-a-java-style-gc-ac99b8d26c60: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031622.301749 v1_locations: - docs/golang.md - addition_method: manual https://erkanerol.github.io/post/restartable-pods: + addition_method: manual content_hash: 141499d8dd55449100a1855916fab185c0fa25ff763cfb4d7c58f44e52a70d58 description: '' health_score: 100.0 @@ -79084,8 +82901,8 @@ https://erkanerol.github.io/post/restartable-pods: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://erkanzileli.medium.com/how-tls-certificates-work-422d95f1df5e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79099,8 +82916,8 @@ https://erkanzileli.medium.com/how-tls-certificates-work-422d95f1df5e: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://ermetic.com/blog/aws/access-undenied-on-aws: + addition_method: manual content_hash: 8e88c0b807a381f05bdfdccf73ddfb0e8c7e4da40f7f2a0dab48c769cc0f6927 description: '' health_score: 100.0 @@ -79111,8 +82928,8 @@ https://ermetic.com/blog/aws/access-undenied-on-aws: v1_locations: - docs/aws-tools-scripts.md year: N/A - addition_method: manual https://ermetic.com/blog/aws/diving-deeply-into-iam-policy-evaluation-highlights-from-aws-reinforce-session-iam433: + addition_method: manual content_hash: 23dcda1298118b3b26f538f7fd00975ba058671069bf892421bb08ee6e89b956 description: '' health_score: 100.0 @@ -79128,8 +82945,8 @@ https://ermetic.com/blog/aws/diving-deeply-into-iam-policy-evaluation-highlights v2_locations: - aws-security.md year: N/A - addition_method: manual https://es.euronews.com/next/2021/11/25/la-gran-renuncia-puede-llegar-la-revolucion-laboral-de-ee-uu-a-europa: + addition_method: manual ai_summary: Examines the labor mobility trends and regulatory differences between the US and European job markets during the pandemic-era migration. Explores how European social safety nets, collective bargaining frameworks, and stronger labor @@ -79158,8 +82975,8 @@ https://es.euronews.com/next/2021/11/25/la-gran-renuncia-puede-llegar-la-revoluc v2_locations: - recruitment.md year: N/A - addition_method: manual https://es.scribd.com/document/207247675/PEP-8-Cheatsheet-2009: + addition_method: manual content_hash: e91d38d69d4f98d0f37444e19173877101130412df85716ec98ad7ce8ab74f80 description: '' health_score: 100.0 @@ -79169,9 +82986,9 @@ https://es.scribd.com/document/207247675/PEP-8-Cheatsheet-2009: v1_locations: - docs/python.md year: N/A - addition_method: manual ? https://es.slideshare.net/AmazonWebServices/finops-a-culture-transformation-to-bring-devops-finance-and-the-business-together-sponsored-by-cloudability-aws-summit-sydney -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033609.551964 @@ -79181,22 +82998,22 @@ https://es.scribd.com/document/207247675/PEP-8-Cheatsheet-2009: v1_locations: - docs/finops.md year: N/A - addition_method: manual https://eslint.org: + addition_method: manual content_hash: ed3c225d175cddaa9847bb775ab26b34c8a4b5e58fba9908db66360b124ffc0e health_score: 100.0 last_checked: 1779032114.048394 v1_locations: - docs/visual-studio.md - addition_method: manual https://estahn.github.io/k8s-image-swapper: + addition_method: manual content_hash: bcf21be7427446d887632bceeed8604d755c7bc49c4a6e841709cab0b85f6af0 health_score: 100.0 last_checked: 1779030018.904552 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://eta-lang.org/docs/cheatsheets/gradle-cheatsheet: + addition_method: manual content_hash: d6ccdcc4fd1f024344670f1e93faab7f99da4882497f94384cef68ad63832eb7 description: '' health_score: 100.0 @@ -79212,8 +83029,41 @@ https://eta-lang.org/docs/cheatsheets/gradle-cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual +https://etcd.io/blog/2026/etcd-370-beta: + addition_method: automatic + ai_summary: 'Curator Insight: The release of etcd v3.7.0-beta.0 marks a massive + architectural upgrade for the primary state database of Kubernetes. Live Grounding + reveals that this update introduces the highly anticipated RangeStream feature, + optimizing large-dataset retrieval while pruning legacy interfaces. Key enhancements + deliver bolstered cluster security, improved operational reliability, and a significant + reduction in CPU and memory overhead during high-volume query operations.' + category: aws-databases + complexity: Advanced + content_hash: 332dc525dec207c20c54f3cdf24241745b9be6548d826cb1033b5c3b1b7b0bca + description: Official announcement of the first beta release of etcd v3.7.0, introducing + the RangeStream feature. + hierarchy: + - Cloud Native + - Distributed Databases + - Key-Value Stores + is_microservice: true + language: en + last_checked: 1780352424.113314 + reputation_status: Vetted + reputation_summary: De facto standard key-value engine with highly active community + testing. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + title: Announcing etcd v3.7.0-beta.0 + year: '2026' https://ettema.dev/posts/ai-multi-repo-workspaces: + addition_method: manual ai_summary: Investigates methods for utilizing structured developer workspaces to safely implement, coordinate, and review automated AI-driven modifications across sprawling multi-repository codebases. Offers patterns for multi-repo orchestrations @@ -79245,8 +83095,8 @@ https://ettema.dev/posts/ai-multi-repo-workspaces: - developerportals.md - devops-tools.md year: N/A - addition_method: manual https://eu.udacity.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79260,9 +83110,9 @@ https://eu.udacity.com: v2_locations: - elearning.md year: N/A - addition_method: manual ? https://evaizik.medium.com/setting-up-a-remote-debugging-for-java-microservices-running-inside-kubernetes-pods-d4aab1ff4efa -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029168.827288 @@ -79276,8 +83126,8 @@ https://eu.udacity.com: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://evancordell.com/posts/kube-apis-crds: + addition_method: manual content_hash: bde40c67fd3687a0960d9cc349fe239072ae73952bc5ac9bd910a9faff39d6c6 description: '' health_score: 100.0 @@ -79293,8 +83143,184 @@ https://evancordell.com/posts/kube-apis-crds: v2_locations: - kubernetes.md year: N/A - addition_method: manual +https://events.atlassian.com/team&event_id=288640: + addition_method: automatic + ai_summary: The official landing page and on-demand session archive for Atlassian + Team '26 [1.1]. The event serves as a showcase for enterprise-grade collaborative + tooling, agile project management frameworks, and the integration of AI-driven + developer agents (like Atlassian Rovo) within the modern software development + lifecycle. + category: aws-devops + complexity: Intermediate + content_hash: 2a4e826e43230790eace83e7cc6f9d0abae64abf08e20c960e73b7b377f73626 + description: Advance the way your teams work together with deep human insight and + breakthrough technology at Team '26 in Anaheim, California! + hierarchy: + - Enterprise Collaboration + - Atlassian + - Events + is_microservice: false + language: English + last_checked: 1780352581.792162 + reputation_status: Vetted + reputation_summary: Official high-profile enterprise event hosted by Atlassian, + widely recognized in the DevOps and agile communities. + resource_type: event + social_preview_url: https://assets.swoogo.com/uploads/full/5924126-68e3cfbcb7e5a.png + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + title: Team '26 | Atlassian + year: '2026' +https://events.atlassian.com/team-digital: + addition_method: automatic + ai_summary: 'Curator Insight: The Team ’26 virtual experience showcases Atlassian''s + strategic shift toward exposing its Teamwork Graph as a decoupled operational + context layer for external AI networks. Live Grounding indicates that key highlights + include the general availability of the Rovo MCP Server, allowing agents in IDEs + (Claude Code, Cursor) to directly query Confluence and Jira databases. Additionally, + custom agent skills creation via Rovo Studio and the ''Flex'' wallet licensing + model represent major evolutions in enterprise collaboration.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: e1b7f4775790bab0b4f30b2cc9a886d7d019b8549f526be3d7d723453f9648be + description: On-demand streams and keynotes for Atlassian Team '26, highlighting + the general availability of the Rovo MCP Server. + hierarchy: + - DevOps + - Team Collaboration + - AI Agent Integration + is_microservice: false + language: en + last_checked: 1780352424.113447 + reputation_status: Vetted + reputation_summary: Official digital hub for Atlassian's major flagship event. + resource_type: event + social_preview_url: '' + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + title: Team '26 Digital + year: '2026' +https://events.atlassian.com/team-digital/session-preview?sId=4058462: + addition_method: automatic + ai_summary: 'Curator Insight: Centralizing digital event access provides enterprise + architects with critical strategic blueprints for modern collaborative platform + engineering. + + + Live Grounding: Post-event releases showcase Atlassian''s focus on the AI-native + organization, highlighting Rovo, the Teamwork Graph CLI, and open MCP server tools + designed to expose massive workplace context graphs to external AI tools.' + category: aws-devops + complexity: Intermediate + content_hash: 4d23fcf6d0f6696062eda1d492100931aed042ea767635973c731f573d24ceb3 + description: Access key technical sessions, product updates, and digital breakout + previews from Atlassian's premier Team '26 conference. + hierarchy: + - DevOps + - Collaboration + - Atlassian + - Team '26 + is_microservice: false + language: en + last_checked: 1780352158.263344 + reputation_status: Vetted + reputation_summary: Active session from Atlassian's premier annual digital experience + with strong platform governance backing. + resource_type: multimedia + social_preview_url: '' + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Atlassian Team '26 On-Demand Session Preview + year: '2026' +https://events.atlassian.com/team-digital/sign-in?rId=vs-4058473: + addition_method: automatic + ai_summary: This digital experience portal provides on-demand access to Atlassian + Team '26 keynotes and session recordings. Highlighted presentations include the + opening keynote on structuring the 'Human+AI workforce' featuring Magnus Östberg + (Mercedes-Benz) and Ethan Mollick, as well as announcements surrounding Atlassian + Rovo, Forge agents, and Jira Product Discovery (JPD) Enterprise. + category: project-management-tools + complexity: Intermediate + content_hash: 7e030d3871e6139b63c01f731f3e4bee4382b74bf727729331b923254b451b14 + description: Login portal for the Atlassian Team '26 Digital Experience, offering + on-demand access to keynote recordings, breakout sessions, and product announcements. + hierarchy: + - DevOps + - Collaboration Tools + - Atlassian Ecosystem + is_microservice: false + language: en + last_checked: 1780351994.342706 + reputation_status: Vetted + reputation_summary: Official Atlassian portal for Team '26 digital sessions and + on-demand keynotes. + resource_type: Event + social_preview_url: '' + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[CASE STUDY]' + title: Atlassian Team '26 Digital Experience + year: '2026' +https://events.atlassian.com/team-digital/sign-in?rId=vs-4080711: + addition_method: automatic + ai_summary: '**Curator Insight:** Atlassian''s primary gateway to on-demand technical + resources detailing the intersection of Agile delivery, enterprise ITSM, and AI-native + organizational management. + + **Live Grounding:** This digital portal provides access to Team ''26 keynotes + and deep-dive technical workshops outlining Jira''s agentic roadmap and the integration + of Rovo and Loom transcripts. + + * **Architectural Significance:** Breaks down Atlassian''s ''Teamwork Graph'' + infrastructure layer, showing how enterprises federate internal knowledge to power + autonomous software delivery. + + * **Technical Takeaways:** Examines the transition of project management tools + from passive recording databases into proactive workflow orchestration engines.' + category: aws-devops + complexity: intermediate + content_hash: c60697a7e57c28d535efdbfc8c35fa167c2ddca5edee02e6ccdfcf6b3fe1503c + description: The digital access and login portal for Atlassian Team '26, providing + on-demand sessions, keynote recordings, and technical workshops focused on human-AI + collaboration. + hierarchy: + - DevOps and Collaboration + - Project Management + - AI Orchestration + is_microservice: false + language: en + last_checked: 1780352272.994084 + reputation_status: Vetted + reputation_summary: Highly vetted. Official portal for Atlassian's flagship annual + conference. No stability issues or penalties. + resource_type: site + social_preview_url: '' + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - CASE STUDY + title: 'Login: Team ’26 Digital' + year: '2026' https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon: + addition_method: manual ai_summary: 'Curator Insight: Direct portal to community sessions, submissions, and emerging patterns for the Argo GitOps suite in 2026. Live Grounding: Acts as the primary standard gathering point for Kubernetes GitOps continuous delivery. @@ -79326,8 +83352,8 @@ https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-locat - kubernetes.md - cicd.md year: N/A - addition_method: manual https://evilmartians.com/chronicles/kubing-rails-stressless-kubernetes-deployments-with-kuby: + addition_method: manual content_hash: fc3a4a7669b1c9daf72634c6d1d6313ede98a6548d3b12f2929e2f8c2c76b726 description: '' health_score: 100.0 @@ -79343,9 +83369,9 @@ https://evilmartians.com/chronicles/kubing-rails-stressless-kubernetes-deploymen v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://examples.javacodegeeks.com/enterprise-java/spring/tomcat-vs-jetty-vs-undertow-comparison-of-spring-boot-embedded-servlet-containers -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032105.735339 @@ -79359,8 +83385,8 @@ https://evilmartians.com/chronicles/kubing-rails-stressless-kubernetes-deploymen v2_locations: - embedded-servlet-containers.md year: N/A - addition_method: manual https://excalidraw.com: + addition_method: manual content_hash: 924d2f23f7adaf27e165484b423fc43d6f8ee7794460041868d63852e811ee4d description: '' health_score: 100.0 @@ -79376,8 +83402,8 @@ https://excalidraw.com: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://experitest.com/appium-blog/start-automating-your-mobile-tests-with-cucumber-and-appium: + addition_method: manual content_hash: 0552ae08ba9d945b6166c9f98e348684d94bd1bfb31fe7ecf9bee677d1bc7e60 description: '' health_score: 100.0 @@ -79388,8 +83414,8 @@ https://experitest.com/appium-blog/start-automating-your-mobile-tests-with-cucum v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://explore.skillbuilder.aws/learn: + addition_method: manual content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 description: '' health_score: 100.0 @@ -79400,8 +83426,8 @@ https://explore.skillbuilder.aws/learn: v1_locations: - docs/aws-training.md year: N/A - addition_method: manual https://explore.skillbuilder.aws/learn/course/external/view/elearning/48/aws-security-fundamentals-second-edition: + addition_method: manual content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 description: '' health_score: 100.0 @@ -79412,9 +83438,9 @@ https://explore.skillbuilder.aws/learn/course/external/view/elearning/48/aws-sec v1_locations: - docs/aws-training.md year: N/A - addition_method: manual ? https://explore.skillbuilder.aws/learn/course/external/view/elearning/7854/aws-technical-essential-spanish-from-latin-america -: content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 +: addition_method: manual + content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 description: '' health_score: 100.0 last_checked: 1779029174.750042 @@ -79426,8 +83452,8 @@ https://explore.skillbuilder.aws/learn/course/external/view/elearning/48/aws-sec v1_locations: - docs/aws-training.md year: N/A - addition_method: manual https://exploreneptune.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79441,8 +83467,8 @@ https://exploreneptune.io: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://exporterhub.io: + addition_method: manual content_hash: 265ef61b7047c8efc0197412bf2777c9466ee04e4ecc8591c21526ffe8c9791d description: '' health_score: 100.0 @@ -79458,8 +83484,54 @@ https://exporterhub.io: v2_locations: - prometheus.md year: N/A - addition_method: manual +https://expressjs.com/es: + addition_method: automatic + ai_summary: 'Curator Insight: Despite newer frameworks emerging, Express.js remains + the foundational standard for minimalist Node.js web servers due to its simple + middleware architecture. + + + Live Grounding: Recent 2026 updates confirm its website was redesigned with Astro + and that the project underwent thorough security audits addressing key middleware + vulnerabilities. + + + Architectural Value: + + - Delivers a highly robust routing system suitable for lightweight API gateways. + + - Supports native ES Modules and compatibility with global edge runtimes. + + - Spanish translation enables seamless concept validation for non-English native + cloud architects.' + category: javascript + complexity: beginner + content_hash: 33d1ed6eee2e964dd311d668bc78aac610064347697c97ca4ec6b75ae11935f7 + description: Fast, unopinionated, minimalist web framework for Node.js. + hierarchy: + - Backend Development + - Node.js Frameworks + - Express.js + - Spanish Documentation + is_microservice: true + language: es + last_checked: 1780352168.173224 + reputation_status: Vetted + reputation_summary: Battle-tested, minimalist Node.js web framework. Redesigned + with Astro in May 2026 and regularly audited for security compliance. + resource_type: documentation + social_preview_url: https://expressjs.com/og/home-es.png + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: web-frameworks + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: Express.js (Spanish Edition) + year: '2026' https://external-secrets.io: + addition_method: manual ai_summary: 'Curator Insight: Industry-standard controller designed to inject secrets securely into clusters from external providers. Live Grounding: Highly active; supports AWS, GCP, Azure, and HashiCorp Vault. This avoids storing raw sensitive @@ -79487,8 +83559,8 @@ https://external-secrets.io: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://fabiogomezdiaz.com/posts/how-to-run-packer-pipelines-on-jenkins-part1-traditional-jenkins: + addition_method: manual content_hash: 0c462b0b54aa75f3a96377e6b328c792ef62a80d198318cc920b44522c885a73 description: '' health_score: 100.0 @@ -79505,8 +83577,8 @@ https://fabiogomezdiaz.com/posts/how-to-run-packer-pipelines-on-jenkins-part1-tr v2_locations: - jenkins.md year: N/A - addition_method: manual https://fabiolb.net: + addition_method: manual content_hash: e0d500413b0961fe182640212017975179bd1dcbda3cb7853e60e7221b9400e3 description: '' health_score: 100.0 @@ -79522,8 +83594,8 @@ https://fabiolb.net: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://fabric8.io: + addition_method: manual ai_summary: Historically significant platform offering tools, microservices, and management mechanisms for Java environments on Kubernetes and OpenShift. Now deprecated, but set foundations for contemporary Java developer abstractions. @@ -79552,8 +83624,8 @@ https://fabric8.io: - openshift-pipelines.md - kubernetes-client-libraries.md year: N/A - addition_method: manual https://fabric8.io/guide/cdelivery.html: + addition_method: manual ai_summary: Archive documentation specifying continuous delivery workflows, pipelines, and integrations built around early Fabric8 architectures. Useful for maintaining or migrating older Java deployments in enterprise settings. @@ -79579,8 +83651,8 @@ https://fabric8.io/guide/cdelivery.html: v2_locations: - openshift-pipelines.md year: '2018' - addition_method: manual https://faddom.com/cloud-computing-costs-and-pricing-comparison: + addition_method: manual content_hash: 6a172b3769c9390f4dbada2c0f06296242191a18df07d3995763737f471ca95b description: '' health_score: 100.0 @@ -79596,8 +83668,8 @@ https://faddom.com/cloud-computing-costs-and-pricing-comparison: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://fairwinds.medium.com/an-introduction-to-the-kubernetes-maturity-model-how-to-use-it-54ebfc21e413: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79612,8 +83684,8 @@ https://fairwinds.medium.com/an-introduction-to-the-kubernetes-maturity-model-ho v2_locations: - kubernetes.md year: N/A - addition_method: manual https://falco.org: + addition_method: manual ai_summary: The Cloud Native Computing Foundation (CNCF) graduate threat detection engine. Uses eBPF or kernel modules to parse system calls at runtime, triggering immediate notifications on suspicious actions such as container privilege escalation, @@ -79641,8 +83713,8 @@ https://falco.org: v2_locations: - devsecops.md year: N/A - addition_method: manual https://falco.org/about/case-studies/incepto-medical: + addition_method: manual content_hash: 0c74985d3b7f11651cc97628783cbba97e83c6c4f81d262590765df6d02ea4ed description: '' health_score: 100.0 @@ -79664,9 +83736,9 @@ https://falco.org/about/case-studies/incepto-medical: v2_locations: - customer.md year: N/A - addition_method: manual ? https://falco.org/blog/detect-malicious-behaviour-on-kubernetes-api-server-through-gathering-audit-logs-by-using-fluentbit-part-2 -: ai_summary: Technical guide showing how to route granular Kubernetes API server +: addition_method: manual + ai_summary: Technical guide showing how to route granular Kubernetes API server log streams into Falco via Fluent Bit. Enables engineering teams to construct continuous, reactive security alerting pipelines for anomalous administrative API operations. @@ -79694,8 +83766,8 @@ https://falco.org/about/case-studies/incepto-medical: v2_locations: - devsecops.md year: N/A - addition_method: manual https://fastapi.tiangolo.com: + addition_method: manual content_hash: 5ef184c9adb75abf51b3168a083ccf6169e0654bcb72f78047482c14548b6104 description: '' health_score: 100.0 @@ -79713,8 +83785,8 @@ https://fastapi.tiangolo.com: - python.md - mkdocs.md year: N/A - addition_method: manual https://fastthread.io: + addition_method: manual ai_summary: Industrial-grade online Java thread dump analyzer that uses AI diagnostics to identify CPU spikes, thread leaks, and deadlock patterns. Essential for post-mortem analysis of containerized JVM workloads. @@ -79744,8 +83816,8 @@ https://fastthread.io: - java-and-java-performance-optimization.md - monitoring.md year: N/A - addition_method: manual https://fastthread.io/ft-error.jsp: + addition_method: manual content_hash: 978fb1d436faf94e88ad2ae1ff9fce92021ecf3c2ad9adae3ecddf717a0239c7 health_score: 100.0 last_checked: 1779130494.986569 @@ -79755,15 +83827,15 @@ https://fastthread.io/ft-error.jsp: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://fastthread.io/ft-thread-report.jsp?dumpId=1: + addition_method: manual content_hash: b10f166049be91cf9c9dbfa1f6e16bd17bdf68af80f1a650ae6898d16a1f5b8a health_score: 100.0 last_checked: 1779033074.698222 v1_locations: - docs/monitoring.md - addition_method: manual https://fatehmuhammad.medium.com/introduction-to-docker-part-1-3cff7559e372: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79777,8 +83849,8 @@ https://fatehmuhammad.medium.com/introduction-to-docker-part-1-3cff7559e372: v2_locations: - docker.md year: N/A - addition_method: manual https://fathomtech.io/blog/microservices-vs-serverless: + addition_method: manual content_hash: 28191a37fd474f3b429ddaa440c31bbf287389eaac7454ee26d09f2832423ea1 description: '' health_score: 100.0 @@ -79794,8 +83866,8 @@ https://fathomtech.io/blog/microservices-vs-serverless: v2_locations: - serverless.md year: N/A - addition_method: manual https://faun.pub/5-best-terraform-tools-that-you-need-in-2022-a3db2334c524: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79809,8 +83881,8 @@ https://faun.pub/5-best-terraform-tools-that-you-need-in-2022-a3db2334c524: v2_locations: - terraform.md year: N/A - addition_method: manual https://faun.pub/a-beginners-guide-to-jaeger-ed75ce5ed8f4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79824,8 +83896,8 @@ https://faun.pub/a-beginners-guide-to-jaeger-ed75ce5ed8f4: v2_locations: - istio.md year: N/A - addition_method: manual https://faun.pub/a-browser-based-remote-desktop-solution-on-kubernetes-d6b3d33e73b6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79839,8 +83911,8 @@ https://faun.pub/a-browser-based-remote-desktop-solution-on-kubernetes-d6b3d33e7 v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://faun.pub/a-definitive-guide-to-kubernetes-operator-the-crawl-7647b278c28b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79854,8 +83926,8 @@ https://faun.pub/a-definitive-guide-to-kubernetes-operator-the-crawl-7647b278c28 v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://faun.pub/accessing-a-remote-minikube-from-a-local-computer-fd6180dd66dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79865,8 +83937,8 @@ https://faun.pub/accessing-a-remote-minikube-from-a-local-computer-fd6180dd66dd: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://faun.pub/active-passive-load-balancing-with-kubernetes-services-742cae1938af: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79880,8 +83952,8 @@ https://faun.pub/active-passive-load-balancing-with-kubernetes-services-742cae19 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/analyze-aws-eks-audit-logs-with-falco-95202167f2e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79895,8 +83967,8 @@ https://faun.pub/analyze-aws-eks-audit-logs-with-falco-95202167f2e: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://faun.pub/argocd-finalizer-shield-protecting-your-clusters-from-unintended-deletion-c7929a82d983: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79911,8 +83983,8 @@ https://faun.pub/argocd-finalizer-shield-protecting-your-clusters-from-unintende v2_locations: - argo.md year: N/A - addition_method: manual https://faun.pub/assign-permissions-to-an-user-in-kubernetes-an-overview-of-rbac-based-authz-in-k8s-7d9e5e1099f1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79927,8 +83999,8 @@ https://faun.pub/assign-permissions-to-an-user-in-kubernetes-an-overview-of-rbac v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://faun.pub/automate-certificate-management-in-kubernetes-using-cert-manager-d0745e5c7757: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79942,8 +84014,8 @@ https://faun.pub/automate-certificate-management-in-kubernetes-using-cert-manage v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://faun.pub/automate-jenkins-pipelines-management-6e771b5890f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79958,8 +84030,8 @@ https://faun.pub/automate-jenkins-pipelines-management-6e771b5890f: v2_locations: - jenkins.md year: N/A - addition_method: manual https://faun.pub/automation-deploying-an-app-in-gke-using-ansible-4b6687967ac3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79973,8 +84045,8 @@ https://faun.pub/automation-deploying-an-app-in-gke-using-ansible-4b6687967ac3: v2_locations: - demos.md year: N/A - addition_method: manual https://faun.pub/aws-ecs-blue-green-deployment-setup-using-terraform-b56bb4f656ea: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -79988,8 +84060,8 @@ https://faun.pub/aws-ecs-blue-green-deployment-setup-using-terraform-b56bb4f656e v2_locations: - demos.md year: N/A - addition_method: manual https://faun.pub/aws-eks-the-ultimate-guide-to-deploy-an-ingress-controller-on-kubernetes-5952cb27c067: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80004,8 +84076,8 @@ https://faun.pub/aws-eks-the-ultimate-guide-to-deploy-an-ingress-controller-on-k v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://faun.pub/aws-eks-with-terraform-and-gitops-in-minutes-b3ca33171209: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80019,8 +84091,8 @@ https://faun.pub/aws-eks-with-terraform-and-gitops-in-minutes-b3ca33171209: v2_locations: - terraform.md year: N/A - addition_method: manual https://faun.pub/azure-devops-deploying-azure-resources-using-terraform-1f2fe46c6aa0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80034,8 +84106,8 @@ https://faun.pub/azure-devops-deploying-azure-resources-using-terraform-1f2fe46c v2_locations: - terraform.md year: N/A - addition_method: manual https://faun.pub/azure-kubernetes-service-aks-d1e71c7ecbe6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80049,8 +84121,8 @@ https://faun.pub/azure-kubernetes-service-aks-d1e71c7ecbe6: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://faun.pub/becoming-devops-observability-152b292c05b9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80064,8 +84136,8 @@ https://faun.pub/becoming-devops-observability-152b292c05b9: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://faun.pub/building-an-eks-fargate-cluster-with-terraform-9736813e1196: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80079,8 +84151,8 @@ https://faun.pub/building-an-eks-fargate-cluster-with-terraform-9736813e1196: v2_locations: - terraform.md year: N/A - addition_method: manual https://faun.pub/configuring-a-highly-available-infrastructure-in-aws-using-terraform-2fc9dbb519b6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80094,8 +84166,8 @@ https://faun.pub/configuring-a-highly-available-infrastructure-in-aws-using-terr v2_locations: - terraform.md year: N/A - addition_method: manual https://faun.pub/configuring-ha-kubernetes-cluster-on-bare-metal-servers-with-kubeadm-1-2-1e79f0f7857b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80110,8 +84182,8 @@ https://faun.pub/configuring-ha-kubernetes-cluster-on-bare-metal-servers-with-ku v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://faun.pub/continuous-deployments-of-kubernetes-applications-using-argo-cd-gitops-helm-charts-9df917caa2e4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80126,8 +84198,8 @@ https://faun.pub/continuous-deployments-of-kubernetes-applications-using-argo-cd v2_locations: - 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kubernetes-security.md - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://faun.pub/finally-successfully-setup-docker-registry-inside-kind-kubernetes-cluster-5b0381dbb2ec: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80304,8 +84376,8 @@ https://faun.pub/finally-successfully-setup-docker-registry-inside-kind-kubernet v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://faun.pub/finops-introduction-origins-and-next-steps-bcdaa8b82417: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80319,8 +84391,8 @@ https://faun.pub/finops-introduction-origins-and-next-steps-bcdaa8b82417: v2_locations: - finops.md year: N/A - addition_method: manual https://faun.pub/from-dev-to-admin-an-easy-kubernetes-privilege-escalation-you-should-be-aware-of-the-attack-950e6cf76cac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80335,8 +84407,8 @@ https://faun.pub/from-dev-to-admin-an-easy-kubernetes-privilege-escalation-you-s v2_locations: - 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argo.md year: N/A - addition_method: manual https://faun.pub/how-to-access-aws-services-from-eks-ab5fa003a1b6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80516,8 +84588,8 @@ https://faun.pub/how-to-access-aws-services-from-eks-ab5fa003a1b6: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://faun.pub/how-to-automate-the-setup-of-a-kubernetes-cluster-on-gcp-e97918bf41de: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80531,8 +84603,8 @@ https://faun.pub/how-to-automate-the-setup-of-a-kubernetes-cluster-on-gcp-e97918 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://faun.pub/how-to-build-a-gitops-workflow-with-argocd-kustomize-and-github-actions-f919e7443295: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80547,8 +84619,8 @@ https://faun.pub/how-to-build-a-gitops-workflow-with-argocd-kustomize-and-github v2_locations: - kustomize.md year: N/A - addition_method: manual https://faun.pub/how-to-deploy-jaeger-on-kubernetes-69cf48447182: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80559,8 +84631,8 @@ https://faun.pub/how-to-deploy-jaeger-on-kubernetes-69cf48447182: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://faun.pub/how-to-monitor-and-alert-on-nginx-ingress-in-kubernetes-6d7d172f0399: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80574,8 +84646,8 @@ https://faun.pub/how-to-monitor-and-alert-on-nginx-ingress-in-kubernetes-6d7d172 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://faun.pub/how-to-use-priorities-in-kubernetes-e1bb1b722b6a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80589,8 +84661,8 @@ https://faun.pub/how-to-use-priorities-in-kubernetes-e1bb1b722b6a: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/hygiene-of-argocd-built-automation-at-a-scale-cf63ee459510: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80604,8 +84676,8 @@ https://faun.pub/hygiene-of-argocd-built-automation-at-a-scale-cf63ee459510: v2_locations: - 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addition_method: manual https://faun.pub/keda-ec9fc7c8dd81: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80710,8 +84782,8 @@ https://faun.pub/keda-ec9fc7c8dd81: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://faun.pub/kubernetes-architecture-explained-under-5-minutes-e35277c4b6bc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80725,8 +84797,8 @@ https://faun.pub/kubernetes-architecture-explained-under-5-minutes-e35277c4b6bc: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/kubernetes-chronicles-k8s-04-k8s-series-pod-resource-request-limits-49ac0cf67ae6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80741,8 +84813,8 @@ https://faun.pub/kubernetes-chronicles-k8s-04-k8s-series-pod-resource-request-li v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/kubernetes-commands-for-deployment-and-management-e10a74c95015: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80756,8 +84828,8 @@ https://faun.pub/kubernetes-commands-for-deployment-and-management-e10a74c95015: v2_locations: - 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kubernetes.md year: N/A - addition_method: manual https://faun.pub/lets-encrypt-and-certmanager-aa88775730b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80925,8 +84997,8 @@ https://faun.pub/lets-encrypt-and-certmanager-aa88775730b8: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://faun.pub/multi-cloud-is-not-the-solution-to-the-next-aws-outage-bb41c0b14573: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80940,8 +85012,8 @@ https://faun.pub/multi-cloud-is-not-the-solution-to-the-next-aws-outage-bb41c0b1 v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://faun.pub/multiple-schedulers-in-kubernetes-a78a7b4fa4b2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80955,8 +85027,8 @@ https://faun.pub/multiple-schedulers-in-kubernetes-a78a7b4fa4b2: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/optimize-kubernetes-resource-management-with-time-to-live-ttl-for-cleaner-cluster-ea1c6e0c1e73: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80971,8 +85043,8 @@ https://faun.pub/optimize-kubernetes-resource-management-with-time-to-live-ttl-f v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/package-and-deploy-your-application-using-helm-chart-21f0c568e65c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -80986,8 +85058,8 @@ https://faun.pub/package-and-deploy-your-application-using-helm-chart-21f0c568e6 v2_locations: - helm.md year: N/A - addition_method: manual https://faun.pub/practical-example-of-how-to-set-requests-and-limits-on-kubernetes-87521b599983: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81001,8 +85073,8 @@ https://faun.pub/practical-example-of-how-to-set-requests-and-limits-on-kubernet v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/production-grade-kubernetes-monitoring-using-prometheus-78144b835b60: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81016,8 +85088,8 @@ https://faun.pub/production-grade-kubernetes-monitoring-using-prometheus-78144b8 v2_locations: - prometheus.md year: N/A - addition_method: manual https://faun.pub/redis-high-availability-with-sentinel-on-kubernetes-k8s-a1d67842e0ce: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81031,8 +85103,8 @@ https://faun.pub/redis-high-availability-with-sentinel-on-kubernetes-k8s-a1d6784 v2_locations: - caching.md year: N/A - addition_method: manual https://faun.pub/scaling-your-application-using-kubernetes-9ad0d6bcf0d6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81046,8 +85118,8 @@ https://faun.pub/scaling-your-application-using-kubernetes-9ad0d6bcf0d6: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://faun.pub/secrets-kubernetes-298ea8dd9911: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81061,8 +85133,8 @@ https://faun.pub/secrets-kubernetes-298ea8dd9911: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://faun.pub/serverless-with-spring-boot-aws-lambda-bc76c1de2b12: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81076,8 +85148,8 @@ https://faun.pub/serverless-with-spring-boot-aws-lambda-bc76c1de2b12: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://faun.pub/set-up-global-rate-limiting-with-aws-waf-in-5-minutes-bd43a9309683: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81091,8 +85163,8 @@ https://faun.pub/set-up-global-rate-limiting-with-aws-waf-in-5-minutes-bd43a9309 v2_locations: - aws-security.md year: N/A - addition_method: manual https://faun.pub/set-up-jenkins-on-a-kubernetes-cluster-2b982c840ebe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81106,8 +85178,8 @@ https://faun.pub/set-up-jenkins-on-a-kubernetes-cluster-2b982c840ebe: v2_locations: - jenkins.md year: N/A - addition_method: manual https://faun.pub/spying-on-kubernetes-pods-with-kubespy-3043a3ed044b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81121,8 +85193,8 @@ https://faun.pub/spying-on-kubernetes-pods-with-kubespy-3043a3ed044b: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/straight-to-the-point-kubernetes-probes-e5b23e267d9d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81136,8 +85208,8 @@ https://faun.pub/straight-to-the-point-kubernetes-probes-e5b23e267d9d: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/taints-and-toleration-basics-in-kubernetes-c0538c3f6deb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81151,8 +85223,8 @@ https://faun.pub/taints-and-toleration-basics-in-kubernetes-c0538c3f6deb: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/terraform-null-provider-and-null-resource-explained-6a8d674cad63: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81166,8 +85238,8 @@ https://faun.pub/terraform-null-provider-and-null-resource-explained-6a8d674cad6 v2_locations: - terraform.md year: N/A - addition_method: manual https://faun.pub/terraform-prevent-conditionally-created-resources-from-deletion-dcec1b793565: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81182,8 +85254,8 @@ https://faun.pub/terraform-prevent-conditionally-created-resources-from-deletion v2_locations: - terraform.md year: N/A - addition_method: manual https://faun.pub/the-best-infrastructure-as-code-tools-for-2021-b37c323e89f0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81197,8 +85269,8 @@ https://faun.pub/the-best-infrastructure-as-code-tools-for-2021-b37c323e89f0: v2_locations: - iac.md year: N/A - addition_method: manual https://faun.pub/the-lifecycle-of-a-terraform-resource-lifecycle-meta-argument-3cc4555ec976: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81212,8 +85284,8 @@ https://faun.pub/the-lifecycle-of-a-terraform-resource-lifecycle-meta-argument-3 v2_locations: - terraform.md year: N/A - addition_method: manual https://faun.pub/top-10-uncommon-devops-tools-you-should-know-f4f4464ec7f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81227,8 +85299,8 @@ https://faun.pub/top-10-uncommon-devops-tools-you-should-know-f4f4464ec7f3: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://faun.pub/troubleshooting-kubernetes-nodes-storage-space-shortage-on-aliyun-alibaba-cloud-ac28230fe3d3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81243,8 +85315,8 @@ https://faun.pub/troubleshooting-kubernetes-nodes-storage-space-shortage-on-aliy v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://faun.pub/understanding-the-kubernetes-manifest-e96d680f2a11: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81258,8 +85330,8 @@ https://faun.pub/understanding-the-kubernetes-manifest-e96d680f2a11: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://faun.pub/upgrading-and-scaling-kubernetes-cluster-in-aws-6971b3936465: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81273,8 +85345,8 @@ https://faun.pub/upgrading-and-scaling-kubernetes-cluster-in-aws-6971b3936465: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://faun.pub/using-aws-api-gateway-as-proxy-to-our-internal-application-369eb115db70: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81288,8 +85360,8 @@ https://faun.pub/using-aws-api-gateway-as-proxy-to-our-internal-application-369e v2_locations: - aws-networking.md year: N/A - addition_method: manual https://faun.pub/using-aws-session-manager-for-port-forwarding-to-remote-hosts-8168589ba579: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81303,8 +85375,8 @@ https://faun.pub/using-aws-session-manager-for-port-forwarding-to-remote-hosts-8 v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://faun.pub/using-aws-session-manager-with-ansible-to-execute-playbook-on-ec2-ac97fa17b187: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81319,8 +85391,8 @@ https://faun.pub/using-aws-session-manager-with-ansible-to-execute-playbook-on-e v2_locations: - demos.md year: N/A - addition_method: manual https://faun.pub/what-is-chaos-engineering-a89b64db9af0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81334,9 +85406,9 @@ https://faun.pub/what-is-chaos-engineering-a89b64db9af0: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual ? https://faun.pub/what-is-difference-of-event-driven-architecture-message-driven-architecture-and-microservices-f5623e51f868 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029509.363339 @@ -81350,8 +85422,8 @@ https://faun.pub/what-is-chaos-engineering-a89b64db9af0: v2_locations: - introduction.md year: N/A - addition_method: manual https://faun.pub/why-we-moved-from-lambda-to-ecs-b84674f31869: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81365,8 +85437,8 @@ https://faun.pub/why-we-moved-from-lambda-to-ecs-b84674f31869: v2_locations: - aws-containers.md year: N/A - addition_method: manual https://fauna.com/blog/comparison-faas-providers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81381,8 +85453,8 @@ https://fauna.com/blog/comparison-faas-providers: v2_locations: - serverless.md year: N/A - addition_method: manual https://fdk.codes/securing-kubernetes-apps-with-keycloak-and-gatekeeper: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81396,8 +85468,8 @@ https://fdk.codes/securing-kubernetes-apps-with-keycloak-and-gatekeeper: v2_locations: - devsecops.md year: N/A - addition_method: manual https://featureflags.io/feature-flags-vs-branching: + addition_method: manual ai_summary: A critical comparative analysis explaining why feature flags serve as the enabling mechanism for Trunk-Based Development. By decoupling code deployment from feature exposure, it demonstrates how flags render heavy branching structures @@ -81425,8 +85497,8 @@ https://featureflags.io/feature-flags-vs-branching: v2_locations: - git.md year: N/A - addition_method: manual https://featureflags.io/python-feature-flags: + addition_method: manual content_hash: abc23c5bd70fa3282ea9d069b9ec189bc31cf6e76dc0b5c8ec700101905dce07 health_score: 100.0 last_checked: 1779031600.815347 @@ -81438,8 +85510,8 @@ https://featureflags.io/python-feature-flags: - docs/python.md v2_locations: - python.md - addition_method: manual https://fedidat.com/250-jvisualvm-openshift-pod: + addition_method: manual content_hash: 43966adccbe4e3dd60d016c6c229e82f69e901b476ed095d3b5a2c3ce07fefa2 description: '' health_score: 100.0 @@ -81455,8 +85527,8 @@ https://fedidat.com/250-jvisualvm-openshift-pod: v2_locations: - monitoring.md year: N/A - addition_method: manual https://fedoralovespython.org: + addition_method: manual content_hash: dd5bcea4993eca00c062caf7dbba52cf88a9ed3b365ebfff39c71862da4c6f59 description: '' health_score: 100.0 @@ -81472,8 +85544,8 @@ https://fedoralovespython.org: v2_locations: - python.md year: N/A - addition_method: manual https://fedoramagazine.org/bash-shell-scripting-for-beginners-part-1: + addition_method: manual ai_summary: A beginner-friendly, structured tutorial initiating users into the core dynamics of Bash. Focuses on standard environment setup, script headers, execution permissions, and basic variable scopes. @@ -81501,8 +85573,8 @@ https://fedoramagazine.org/bash-shell-scripting-for-beginners-part-1: v2_locations: - linux.md year: N/A - addition_method: manual https://fedoramagazine.org/manage-containers-with-podman-compose: + addition_method: manual content_hash: 519feda417d7fd56406f52d62414939cb57d560dbf90f27210abaa7fad512e20 description: '' health_score: 100.0 @@ -81518,8 +85590,8 @@ https://fedoramagazine.org/manage-containers-with-podman-compose: v2_locations: - container-managers.md year: N/A - addition_method: manual https://fedoramagazine.org/powershell-on-linux-a-primer-on-object-shells: + addition_method: manual content_hash: c7c7a7285c4d4407deb67e2eb75a8d34e42913e9783874426b8297871a1db4af description: '' health_score: 100.0 @@ -81535,8 +85607,8 @@ https://fedoramagazine.org/powershell-on-linux-a-primer-on-object-shells: v2_locations: - azure.md year: N/A - addition_method: manual https://fedoramagazine.org/use-docker-compose-with-podman-to-orchestrate-containers-on-fedora: + addition_method: manual content_hash: a92fbefdfe12db66129c5348fee44adaf93ae5d1673712e38bf9a573a7d9a0f4 description: '' health_score: 100.0 @@ -81553,8 +85625,8 @@ https://fedoramagazine.org/use-docker-compose-with-podman-to-orchestrate-contain v2_locations: - container-managers.md year: N/A - addition_method: manual https://fedoramagazine.org/using-ansible-to-configure-podman-containers: + addition_method: manual content_hash: 3af1e57c1c61a26be345b004fdc473d197b0d9118e613ebd7d97e2edd293e116 description: '' health_score: 100.0 @@ -81570,8 +85642,8 @@ https://fedoramagazine.org/using-ansible-to-configure-podman-containers: v2_locations: - ansible.md year: N/A - addition_method: manual https://fedoramagazine.org/varnish-site-faster-stable: + addition_method: manual content_hash: 7739b6b27b24525841fa9e8fa3ee9c1c495cdc1e22e83f4f8cde0984f33112f6 description: '' health_score: 100.0 @@ -81587,8 +85659,8 @@ https://fedoramagazine.org/varnish-site-faster-stable: v2_locations: - caching.md year: N/A - addition_method: manual https://feedly.com: + addition_method: manual content_hash: a07c1469fe6a11d8b6139b8a9ca5372d5f1c18830dee517258c32b0ccd6397f7 description: '' health_score: 100.0 @@ -81604,8 +85676,8 @@ https://feedly.com: v2_locations: - newsfeeds.md year: N/A - addition_method: manual https://fenyuk.medium.com/helm-for-kubernetes-datree-for-keeping-cluster-secure-and-healthy-6fbd10f0d958: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81620,8 +85692,8 @@ https://fenyuk.medium.com/helm-for-kubernetes-datree-for-keeping-cluster-secure- v2_locations: - helm.md year: N/A - addition_method: manual https://fenyuk.medium.com/helm-for-kubernetes-gitops-with-argo-cd-c8f80330596: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81635,8 +85707,8 @@ https://fenyuk.medium.com/helm-for-kubernetes-gitops-with-argo-cd-c8f80330596: v2_locations: - helm.md year: N/A - addition_method: manual https://fernandovillalba.substack.com/p/devops-dont-destroy-silos-transform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81650,8 +85722,8 @@ https://fernandovillalba.substack.com/p/devops-dont-destroy-silos-transform: v2_locations: - devops.md year: N/A - addition_method: manual https://figments.medium.com/argocd-the-first-step-towards-gitops-899732fbc33e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81665,8 +85737,8 @@ https://figments.medium.com/argocd-the-first-step-towards-gitops-899732fbc33e: v2_locations: - argo.md year: N/A - addition_method: manual https://figments.medium.com/observable-kubernetes-cluster-using-grafana-loki-prometheus-a661a31d7ad8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -81680,8 +85752,8 @@ https://figments.medium.com/observable-kubernetes-cluster-using-grafana-loki-pro v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://fika.works/blog/eks-service-accounts: + addition_method: manual ai_summary: Architectural deep-dive explaining IAM Roles for Service Accounts (IRSA) in EKS. Demystifies OIDC providers, identity mapping, and least-privilege pod-level AWS credential injection. @@ -81708,8 +85780,8 @@ https://fika.works/blog/eks-service-accounts: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://finance.yahoo.com/news/ibms-red-hat-openshift-platform-143702224.html: + addition_method: manual content_hash: 601fcc259da4189b4c61f284c63b55623e390a40c8f0404999d0212c266b5e9e description: '' health_score: 100.0 @@ -81726,8 +85798,44 @@ https://finance.yahoo.com/news/ibms-red-hat-openshift-platform-143702224.html: v2_locations: - ocp4.md year: N/A - addition_method: manual +? https://finance.yahoo.com/sectors/technology/articles/broadcom-expands-collaboration-google-cloud-130000376.html?linkId=61973388 +: addition_method: automatic + ai_summary: Google Cloud and Broadcom have collaborated to launch Cloud Network + Insights, a first-party observability service powered by Broadcom's AppNeta technology. + Designed for hybrid, multi-cloud, and agentic environments, the platform delivers + deep end-to-end network path visibility to help IT teams rapidly isolate application + performance issues from network-related bottlenecks. This integration addresses + the critical telemetry requirements of distributed AI workloads and cross-cloud + SaaS dependencies, significantly reducing Mean Time to Resolution (MTTR). + category: uncategorized + complexity: advanced + content_hash: 2e28b1edea659cb648fd213c5bbf5256fc7d693624c7af621bf50db4c7f0e4f3 + description: Broadcom and Google Cloud collaborate to launch Cloud Network Insights, + an observability service enabled by AppNeta for multi-cloud, hybrid, and agentic + environments. + hierarchy: + - Public Cloud + - Google Cloud Platform + - Observability + - Network Performance Monitoring + is_microservice: false + language: en + last_checked: 1780352454.119782 + reputation_status: Vetted + reputation_summary: Broadcom and Google Cloud are highly trusted enterprise vendors + introducing enterprise-grade network observability. + resource_type: article + social_preview_url: '' + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: Broadcom Expands Collaboration with Google Cloud on Cloud Network Insights + year: '2026' https://firebase.google.com: + addition_method: manual content_hash: c6023b05e08866f65ee63f0f46eb315adc4773b15b718be4223f17af303bc5f0 description: '' health_score: 100.0 @@ -81743,8 +85851,8 @@ https://firebase.google.com: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://firefox-source-docs.mozilla.org/devtools-user/tools_toolbox/index.html: + addition_method: manual content_hash: 7994dfa8b7f36e687652615184a0da44c0211cd3f9217f662dc8b1fe7ec99efb health_score: 100.0 last_checked: 1779130495.032092 @@ -81755,22 +85863,22 @@ https://firefox-source-docs.mozilla.org/devtools-user/tools_toolbox/index.html: - docs/ChromeDevTools.md v2_locations: - ChromeDevTools.md - addition_method: manual https://fireship.dev/async-javascript-from-callbacks-to-promises-to-async-await: + addition_method: manual content_hash: f5ff9871d7c28010f57a7638faa18050f8a2bbf78fd37ae5e377ffc8631b05ac health_score: 100.0 last_checked: 1779130495.014902 v1_locations: - docs/javascript.md - addition_method: manual https://fireship.dev/beginners-guide-to-javascript-prototype: + addition_method: manual content_hash: aa2de0da74b546319f1b94591c763fb796df150d58cb2362beb0f979a5c30c94 health_score: 100.0 last_checked: 1779130495.006499 v1_locations: - docs/javascript.md - addition_method: manual https://first-web-scraper.readthedocs.io/en/latest: + addition_method: manual content_hash: 47384c5ec203dc5773b6b875e3f872947a987c7c2ad1d4b39efb03f868448da1 health_score: 100.0 last_checked: 1779130494.970564 @@ -81781,8 +85889,8 @@ https://first-web-scraper.readthedocs.io/en/latest: - docs/python.md v2_locations: - python.md - addition_method: manual https://first-web-scraper.readthedocs.org: + addition_method: manual content_hash: db9707ba3e2e0fdab98ce56ffa2030014a4af1bebb66f51a68f12b64e64157f5 description: '' health_score: 100.0 @@ -81793,8 +85901,8 @@ https://first-web-scraper.readthedocs.org: v1_locations: - docs/python.md year: N/A - addition_method: manual https://flagger.app: + addition_method: manual content_hash: f92ef267c4d6b1a626404108a914653a4c4a90b0d44f04ce3a8a8f0f72cb87ed description: '' health_score: 100.0 @@ -81810,8 +85918,8 @@ https://flagger.app: v2_locations: - gitops.md year: N/A - addition_method: manual https://flask.palletsprojects.com: + addition_method: manual content_hash: 26a629a4fbc083bb9a87ea12172a4556b98823bd68fe505359ba8f652dc0294b description: '' health_score: 100.0 @@ -81822,8 +85930,8 @@ https://flask.palletsprojects.com: v1_locations: - docs/python.md year: N/A - addition_method: manual https://flask.palletsprojects.com/en/stable: + addition_method: manual content_hash: e76376f8b4b5a3bac1523fbc8da903b6d9be603595f5903c6d36d88f95961d03 health_score: 100.0 last_checked: 1779130494.972156 @@ -81834,8 +85942,8 @@ https://flask.palletsprojects.com/en/stable: - docs/python.md v2_locations: - python.md - addition_method: manual https://fleetdm.com/engineering/tips-for-github-actions-usability: + addition_method: manual content_hash: 7c55d7e795117fe963ae53eee56358847849c031ae4685d339a6645338180862 health_score: 100.0 last_checked: 1779130494.936713 @@ -81847,8 +85955,8 @@ https://fleetdm.com/engineering/tips-for-github-actions-usability: - docs/git.md v2_locations: - git.md - addition_method: manual https://flightaware.engineering/systems-monitoring-with-prometheus-grafana: + addition_method: manual content_hash: 088360db7235300caf512a6f3e42fcfc6abab0beb9c51e7ed9eb7cf2f6c88d09 description: '' health_score: 100.0 @@ -81864,8 +85972,8 @@ https://flightaware.engineering/systems-monitoring-with-prometheus-grafana: v2_locations: - monitoring.md year: N/A - addition_method: manual https://flink.apache.org: + addition_method: manual ai_summary: A highly performant distributed processing framework designed for stateful stream processing over bounded and unbounded data structures. Features sub-millisecond execution latencies and robust exactly-once transaction guarantees. @@ -81893,8 +86001,8 @@ https://flink.apache.org: v2_locations: - message-queue.md year: N/A - addition_method: manual https://flink.apache.org/2021/02/10/native-k8s-with-ha.html: + addition_method: manual ai_summary: Provides architectural guidelines on natively deploying Apache Flink on Kubernetes clusters with robust High Availability (HA) configurations. Covers resource scheduling, Zookeeper integrations, and Kubernetes-native active scaling @@ -81924,8 +86032,8 @@ https://flink.apache.org/2021/02/10/native-k8s-with-ha.html: v2_locations: - message-queue.md year: N/A - addition_method: manual https://flood.io: + addition_method: manual ai_summary: A scalable load testing suite by Tricentis that supports JMeter, Gatling, and browser-driven scaling. Integrates directly into cloud environments to spawn distributed agents on demand. @@ -81951,8 +86059,8 @@ https://flood.io: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://fluentbit.io: + addition_method: manual ai_summary: A highly-optimized log processor and telemetric router written in C for performance-sensitive container topologies. Extremely lightweight, making it key for security telemetry collection and log routing across microservices. @@ -81979,8 +86087,8 @@ https://fluentbit.io: v2_locations: - devsecops.md year: N/A - addition_method: manual https://flux-subsystem-argo.github.io/website/tutorials/terraform: + addition_method: manual content_hash: d0b28a8b6b11a1e9ecdc5923362e806a2a5f87f7da7005c557edc5336f4588f5 description: '' health_score: 100.0 @@ -81997,8 +86105,8 @@ https://flux-subsystem-argo.github.io/website/tutorials/terraform: v2_locations: - flux.md year: N/A - addition_method: manual https://fluxcd.io: + addition_method: manual content_hash: 75834d73c9d08f403ffd6e0f7a37fbc866e09e99590c10c5514a4c247f8b79ab description: '' health_score: 100.0 @@ -82014,8 +86122,8 @@ https://fluxcd.io: v2_locations: - flux.md year: N/A - addition_method: manual https://fluxcd.io/blog/2022/09/gitops-without-leaving-your-ide: + addition_method: manual content_hash: 9233b5d1c8b3e6b8935ec4ca9c0e3a2b1a5a6c32bb7be7a3af4e4010bc82db74 description: '' health_score: 100.0 @@ -82031,8 +86139,8 @@ https://fluxcd.io/blog/2022/09/gitops-without-leaving-your-ide: v2_locations: - flux.md year: N/A - addition_method: manual https://fluxcd.io/blog/2022/09/how-to-gitops-your-terraform: + addition_method: manual content_hash: 668ad5219a36f722b9afa4fb4802e6e3db43c3fb4715c61d602cedb4405c064c description: '' health_score: 100.0 @@ -82048,8 +86156,8 @@ https://fluxcd.io/blog/2022/09/how-to-gitops-your-terraform: v2_locations: - flux.md year: N/A - addition_method: manual https://fluxcd.io/flux: + addition_method: manual content_hash: 4b314a1265ae1deb2a468709bf59113ffd3f5277691400e13b4907d1bae405d8 health_score: 100.0 last_checked: 1779130494.946674 @@ -82060,8 +86168,8 @@ https://fluxcd.io/flux: - docs/flux.md v2_locations: - flux.md - addition_method: manual https://flywaydb.org: + addition_method: manual content_hash: 3c051ec375f07292beb325818d9619fd44aa64a3de05e8639924dc2ee12ed755 description: '' health_score: 100.0 @@ -82072,8 +86180,8 @@ https://flywaydb.org: v1_locations: - docs/liquibase.md year: N/A - addition_method: manual https://foojay.io/today/k8ssandra-performance-benchmarks-on-cloud-managed-kubernetes: + addition_method: manual content_hash: c7f24915c52a76113bc6d92b352e2f625ab94f8e512fcae6b6e9acff01e95c25 description: '' health_score: 100.0 @@ -82084,8 +86192,8 @@ https://foojay.io/today/k8ssandra-performance-benchmarks-on-cloud-managed-kubern v1_locations: - docs/nosql.md year: N/A - addition_method: manual https://foojay.io/today/the-evolution-of-apis-from-restful-to-event-driven: + addition_method: manual content_hash: 9c68810b997f76309f76ba150bcfbef4732b5022fb1770aa5f1c9a7c4107117a description: '' health_score: 100.0 @@ -82101,8 +86209,8 @@ https://foojay.io/today/the-evolution-of-apis-from-restful-to-event-driven: v2_locations: - api.md year: N/A - addition_method: manual https://foojay.io/today/top-10-java-language-features: + addition_method: manual content_hash: dd01ec4ecc9018e5423b706e3b81fc6bee2ea026058344e1e38b7fca88aa9b6d description: '' health_score: 100.0 @@ -82118,8 +86226,8 @@ https://foojay.io/today/top-10-java-language-features: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://foreseeti.com/how-to-become-and-stay-aws-well-architected-in-a-smart-way: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -82133,8 +86241,8 @@ https://foreseeti.com/how-to-become-and-stay-aws-well-architected-in-a-smart-way v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://forklift.konveyor.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -82148,8 +86256,8 @@ https://forklift.konveyor.io: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://former2.com: + addition_method: manual content_hash: 3837dff0943df162df7a4ecd8f03eec16db376f6e2069c9b1c3cf84368582cfb description: '' health_score: 100.0 @@ -82165,8 +86273,42 @@ https://former2.com: v2_locations: - aws-iac.md year: N/A - addition_method: manual +https://forum.openai.com/public/videos/event-replay-terence-tao-and-mark-chen-on-ai-and-mathematical-discovery-2026-03-11: + addition_method: automatic + ai_summary: This forum event replay documents a dialogue between world-class mathematician + Terence Tao and OpenAI's VP of Research Mark Chen on the intersection of frontier + reasoning models and formal mathematics. The session demonstrates how system-guided + reasoning, hypothesis generation, and automated code generation are actively reshaping + the workflow of academic research and mathematical verification. + category: ai-agents-mcp + complexity: Advanced + content_hash: 942deca2cf5874e4e426b2a94bca1b51da23aeba3d03249f9bb0d8c8ec948eb1 + description: A foundational discussion on how AI reasoning models are integrated + into rigorous academic and mathematical scientific discoveries. + hierarchy: + - AI + - Artificial Intelligence + - Advanced Reasoning + - Mathematical Discovery + is_microservice: false + language: en + last_checked: 1780352849.031753 + reputation_status: Vetted + reputation_summary: A highly valued discussion illustrating the integration of advanced + LLM reasoning inside automated theorem proving and scientific discovery workflows. + resource_type: Video + social_preview_url: '' + source_provenance: X.com (OpenAI) + stars: 4 + status: online + suggested_new_category: ai-research-scientific + tags: + - '[CASE STUDY]' + - '[EMERGING]' + title: 'Event Replay: Terence Tao and Mark Chen on AI and Mathematical Discovery' + year: '2026' https://forums.aws.amazon.com: + addition_method: manual content_hash: 465009557511c541229975876def39876da5a90ba73b2257c9e6dfc355e92715 description: '' health_score: 100.0 @@ -82178,8 +86320,8 @@ https://forums.aws.amazon.com: - docs/aws.md - docs/newsfeeds.md year: N/A - addition_method: manual https://forums.docker.com/t/running-an-insecure-registry-insecure-registry/8159: + addition_method: manual ai_summary: A classic Docker community forum discussion focusing on troubleshooting local TLS handshake issues when executing push operations to local registry endpoints. complexity: Basic @@ -82205,8 +86347,8 @@ https://forums.docker.com/t/running-an-insecure-registry-insecure-registry/8159: v2_locations: - registries.md year: N/A - addition_method: manual https://fossforce.com: + addition_method: manual ai_summary: A news and opinion site tracking development shifts, policy changes, and news across the broader Free and Open Source Software (FOSS) and Linux communities. complexity: Beginner @@ -82231,8 +86373,8 @@ https://fossforce.com: v2_locations: - linux.md year: N/A - addition_method: manual https://fourtheorem.com/monorepo: + addition_method: manual content_hash: 2f0a5661a06c31da0f2da5a31f8f3c4905810195472f775ada73a4c7de159c4f health_score: 100.0 last_checked: 1779130495.009186 @@ -82243,8 +86385,8 @@ https://fourtheorem.com/monorepo: - docs/git.md v2_locations: - git.md - addition_method: manual https://foxutech.com/kubernetes-namespace-resource-quota-and-limits: + addition_method: manual content_hash: 3e54b621dfff3a2806baa78db3b014f405304c4aa8392125baa586881d474f4b description: '' health_score: 100.0 @@ -82259,8 +86401,8 @@ https://foxutech.com/kubernetes-namespace-resource-quota-and-limits: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://fr4nk.xyz/understanding-ingress-in-kubernetes-a-comprehensive-guide-b23b5cf37f8d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -82274,8 +86416,8 @@ https://fr4nk.xyz/understanding-ingress-in-kubernetes-a-comprehensive-guide-b23b v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://fransemalila.medium.com/kubernetes-networking-cea2e1b7d2b3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -82289,8 +86431,8 @@ https://fransemalila.medium.com/kubernetes-networking-cea2e1b7d2b3: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://free-for.dev: + addition_method: manual content_hash: 3737c8bad32a82987e74571ee7d896680a636c35942a7242792d8de41ce79e8d description: '' health_score: 100.0 @@ -82307,8 +86449,8 @@ https://free-for.dev: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://free-web-services.com: + addition_method: manual content_hash: 35ef464f80f82d9f9cfec02761e5d3f2e91603c2ff8c42411a36dfb7be4659d6 health_score: 100.0 last_checked: 1779033567.611775 @@ -82320,8 +86462,8 @@ https://free-web-services.com: - docs/api.md v2_locations: - api.md - addition_method: manual https://freelance.es: + addition_method: manual ai_summary: Local Spanish freelance portal and job board connecting domestic businesses with local self-employed IT, creative, and administrative experts. [SPANISH CONTENT] complexity: Beginner @@ -82347,8 +86489,8 @@ https://freelance.es: v2_locations: - freelancing.md year: N/A - addition_method: manual https://freepromagazine.blogspot.de/2014/07/free-eguide-jvm-troubleshooting-guide.html: + addition_method: manual ai_summary: A legacy JVM troubleshooting guide covering common performance pitfalls, memory issues, and GC analysis patterns. Offers foundational reference value despite its age. @@ -82375,8 +86517,8 @@ https://freepromagazine.blogspot.de/2014/07/free-eguide-jvm-troubleshooting-guid v2_locations: - java-and-java-performance-optimization.md year: '2014' - addition_method: manual https://freesoft.dev/program/126957220: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -82390,8 +86532,8 @@ https://freesoft.dev/program/126957220: v2_locations: - registries.md year: N/A - addition_method: manual https://frigate.readthedocs.io: + addition_method: manual content_hash: 2ae413875c463b192303cfe50e9af966fe426ce150fbe2bb7d52187e5f00b627 description: '' health_score: 100.0 @@ -82402,8 +86544,8 @@ https://frigate.readthedocs.io: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://frigate.readthedocs.io/en/latest: + addition_method: manual ai_summary: Highly specialized NVR software focusing on local real-time object detection using AI accelerators. Its reference Helm and Kubernetes guides allow developers to scale home automation and security workloads on private clusters. @@ -82424,8 +86566,8 @@ https://frigate.readthedocs.io/en/latest: v2_locations: - helm.md year: '2024' - addition_method: manual https://fsgeorgee.medium.com/growing-out-of-heroku-to-terraform-docker-and-aws-69e66df4132d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -82441,8 +86583,8 @@ https://fsgeorgee.medium.com/growing-out-of-heroku-to-terraform-docker-and-aws-6 - demos.md - terraform.md year: N/A - addition_method: manual https://fuse.labs.osecloud.com/fuse/creating-a-microservices-project-with-maven: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032751.396851 @@ -82452,8 +86594,8 @@ https://fuse.labs.osecloud.com/fuse/creating-a-microservices-project-with-maven: - docs/maven-gradle.md v2_locations: - maven-gradle.md - addition_method: manual https://futurecoder.io: + addition_method: manual content_hash: 6dbf1e0a0287727eefac72d4ad596b062c74b2a08252349ac56eaf4e114dd189 description: '' health_score: 100.0 @@ -82469,8 +86611,8 @@ https://futurecoder.io: v2_locations: - python.md year: N/A - addition_method: manual https://gabrieltanner.org/blog/collecting-prometheus-metrics-in-golang: + addition_method: manual content_hash: d9ef994e0480c93841bf932bd92d21778a850a15c7f61b5fcb8cd13290cf7da5 description: '' health_score: 100.0 @@ -82486,8 +86628,8 @@ https://gabrieltanner.org/blog/collecting-prometheus-metrics-in-golang: v2_locations: - prometheus.md year: N/A - addition_method: manual https://gabrieltanner.org/blog/ha-kubernetes-cluster-using-k3s: + addition_method: manual content_hash: 6f98e25d65cc424b37843045b5bf5223d6f21688c5d7aa0b20466a77b79b68c4 description: '' health_score: 100.0 @@ -82503,8 +86645,8 @@ https://gabrieltanner.org/blog/ha-kubernetes-cluster-using-k3s: v2_locations: - rancher.md year: N/A - addition_method: manual https://gaia-x.eu: + addition_method: manual content_hash: bd6d8ff839b4c12f18e7b17d909d4c89db9fe836e6f2dabbc337e1072033af55 health_score: 100.0 last_checked: 1779130495.021767 @@ -82517,8 +86659,8 @@ https://gaia-x.eu: v2_locations: - public-cloud-solutions.md - index.md - addition_method: manual https://galaxy.ansible.com: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82534,8 +86676,8 @@ https://galaxy.ansible.com: v2_locations: - ansible.md year: N/A - addition_method: manual https://galaxy.ansible.com/UnderGreen/prometheus-node-exporter: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82551,8 +86693,8 @@ https://galaxy.ansible.com/UnderGreen/prometheus-node-exporter: v2_locations: - prometheus.md year: N/A - addition_method: manual https://galaxy.ansible.com/William-Yeh/prometheus: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82568,8 +86710,8 @@ https://galaxy.ansible.com/William-Yeh/prometheus: v2_locations: - prometheus.md year: N/A - 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kubernetes-alternatives.md year: N/A - addition_method: manual https://galaxy.ansible.com/awx/awx: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82642,8 +86784,8 @@ https://galaxy.ansible.com/awx/awx: v2_locations: - ansible.md year: N/A - addition_method: manual https://galaxy.ansible.com/cloudalchemy/node-exporter: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82659,8 +86801,8 @@ https://galaxy.ansible.com/cloudalchemy/node-exporter: v2_locations: - prometheus.md year: N/A - addition_method: manual https://galaxy.ansible.com/geerlingguy: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82676,8 +86818,8 @@ https://galaxy.ansible.com/geerlingguy: v2_locations: - ansible.md year: N/A - addition_method: manual https://galaxy.ansible.com/geerlingguy/awx: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82693,8 +86835,8 @@ https://galaxy.ansible.com/geerlingguy/awx: v2_locations: - ansible.md year: N/A - addition_method: manual https://galaxy.ansible.com/mesaguy/prometheus: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82710,8 +86852,8 @@ https://galaxy.ansible.com/mesaguy/prometheus: v2_locations: - prometheus.md year: N/A - addition_method: manual https://galaxy.ansible.com/mkgin/vmware-harbor: + addition_method: manual ai_summary: Ansible Galaxy role designed to install Harbor registries on VMware-based virtual infrastructure. It remains a historical reference but has been surpassed by containerized approaches. @@ -82739,8 +86881,8 @@ https://galaxy.ansible.com/mkgin/vmware-harbor: v2_locations: - registries.md year: N/A - addition_method: manual https://galaxy.ansible.com/nginxinc/nginx_core: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82756,8 +86898,8 @@ https://galaxy.ansible.com/nginxinc/nginx_core: v2_locations: - ansible.md year: N/A - addition_method: manual https://galaxy.ansible.com/t_systems_mms/letsencrypt: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82768,8 +86910,8 @@ https://galaxy.ansible.com/t_systems_mms/letsencrypt: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://galaxy.ansible.com/theforeman/foreman: + addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 description: '' health_score: 100.0 @@ -82780,8 +86922,8 @@ https://galaxy.ansible.com/theforeman/foreman: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://ganeshvernekar.com/blog/prometheus-tsdb-mmapping-head-chunks-from-disk: + addition_method: manual content_hash: be996e9bf5db2c172142e69d1b2575351066ff3bc2e6ca1715e7b0474e00d2dd description: '' health_score: 100.0 @@ -82798,8 +86940,8 @@ https://ganeshvernekar.com/blog/prometheus-tsdb-mmapping-head-chunks-from-disk: v2_locations: - prometheus.md year: N/A - addition_method: manual https://ganeshvernekar.com/blog/prometheus-tsdb-persistent-block-and-its-index: + addition_method: manual content_hash: 4ca6f976ae067e71a04b022462e22d9204d694b42c027aa8b00380d5144d827b description: '' health_score: 100.0 @@ -82815,8 +86957,8 @@ https://ganeshvernekar.com/blog/prometheus-tsdb-persistent-block-and-its-index: v2_locations: - prometheus.md year: N/A - addition_method: manual https://ganeshvernekar.com/blog/prometheus-tsdb-the-head-block: + addition_method: manual content_hash: acf820489a6c1b45e5dd1474242a97dadda8259c41364e832beab42341e35d62 description: '' health_score: 100.0 @@ -82832,8 +86974,8 @@ https://ganeshvernekar.com/blog/prometheus-tsdb-the-head-block: v2_locations: - prometheus.md year: N/A - addition_method: manual https://ganeshvernekar.com/blog/prometheus-tsdb-wal-and-checkpoint: + addition_method: manual content_hash: 56b33c7740448b8d1a30f9554857641bf92346aea1ba89d44f665be4ed7885d7 description: '' health_score: 100.0 @@ -82849,8 +86991,8 @@ https://ganeshvernekar.com/blog/prometheus-tsdb-wal-and-checkpoint: v2_locations: - prometheus.md year: N/A - addition_method: manual https://garba.org/posts/2018/k8s_pod_lc: + addition_method: manual content_hash: e6e12c43e011d636852f9f66bf6e1a50c830bbab2a7289babc78d14235bffac3 description: '' health_score: 100.0 @@ -82866,8 +87008,8 @@ https://garba.org/posts/2018/k8s_pod_lc: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://garden.io: + addition_method: manual content_hash: 7b4df8d5c724f8f10f455185be5cf2acb0c0ebafe8eb15c44f2d84671cb7415b description: '' health_score: 100.0 @@ -82880,8 +87022,8 @@ https://garden.io: - docs/kubernetes-tools.md - docs/scaffolding.md year: N/A - addition_method: manual https://garden.io/blog/performance-testing: + addition_method: manual content_hash: 7b4df8d5c724f8f10f455185be5cf2acb0c0ebafe8eb15c44f2d84671cb7415b description: '' health_score: 100.0 @@ -82892,8 +87034,8 @@ https://garden.io/blog/performance-testing: v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://garden.io/blog/pulumi-vs-terraform: + addition_method: manual content_hash: 7b4df8d5c724f8f10f455185be5cf2acb0c0ebafe8eb15c44f2d84671cb7415b description: '' health_score: 100.0 @@ -82905,8 +87047,8 @@ https://garden.io/blog/pulumi-vs-terraform: v1_locations: - docs/pulumi.md year: N/A - addition_method: manual https://gateway-api.sigs.k8s.io: + addition_method: manual content_hash: fd9e996293c8e2116ece1c932cf5b9ac8f4b8198b9e33c62edfe0fdeb9632c75 description: '' health_score: 100.0 @@ -82922,8 +87064,8 @@ https://gateway-api.sigs.k8s.io: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://gatling.io: + addition_method: manual ai_summary: Gatling is an elite developer-centric performance benchmarking framework. Relies on an asynchronous engine built upon Netty and Akka to simulate massive loads using minimal system resources. @@ -82950,8 +87092,8 @@ https://gatling.io: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://gatling.io/docs/current/extensions/jenkins_plugin: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -82965,8 +87107,8 @@ https://gatling.io/docs/current/extensions/jenkins_plugin: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://gceasy.io: + addition_method: manual ai_summary: Machine-learning powered JVM Garbage Collection log analyzer. Automates the detection of memory leaks, GC pauses, and heap sizing misconfigurations, offering actionable recommendations for optimization. @@ -82996,8 +87138,8 @@ https://gceasy.io: - java-and-java-performance-optimization.md - monitoring.md year: N/A - addition_method: manual https://geek-cookbook.funkypenguin.co.nz/recipes/kubernetes/oauth2-proxy: + addition_method: manual ai_summary: Shows how to secure access to the default Kubernetes Dashboard using OAuth2-Proxy combined with modern enterprise Identity Providers. complexity: Intermediate @@ -83023,8 +87165,8 @@ https://geek-cookbook.funkypenguin.co.nz/recipes/kubernetes/oauth2-proxy: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://geekflare.com/cybersecurity/kubernetes-security-scanner: + addition_method: manual content_hash: 7c78d01ca6176516ac5d47db06d80bb02515a64a39777d9675586dce927bddb6 health_score: 100.0 last_checked: 1779130495.013747 @@ -83034,8 +87176,8 @@ https://geekflare.com/cybersecurity/kubernetes-security-scanner: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://geekflare.com/dev/generate-analyze-thread-dumps: + addition_method: manual content_hash: e94cae84d9684c28631ab0a368831e265ef3e7ad817494c2e8d57ef32f72b58d health_score: 100.0 last_checked: 1779130495.021628 @@ -83046,8 +87188,8 @@ https://geekflare.com/dev/generate-analyze-thread-dumps: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md - addition_method: manual https://geekflare.com/devops-tools: + addition_method: manual content_hash: 5bad1017b82ca8f4905682d3fd7d359c164410d661fd3c8ab5ddabfcd6bb93b8 description: '' health_score: 100.0 @@ -83058,8 +87200,8 @@ https://geekflare.com/devops-tools: v1_locations: - docs/devops-tools.md year: N/A - addition_method: manual https://geekflare.com/devops/config-management-tools: + addition_method: manual content_hash: 345a5f7af7ed72b6d7b31167bc131ea9bc92ac6436aae361d1bd7250165ed92d health_score: 100.0 last_checked: 1779130494.950848 @@ -83069,8 +87211,8 @@ https://geekflare.com/devops/config-management-tools: - docs/devops-tools.md v2_locations: - devops-tools.md - addition_method: manual https://geekflare.com/es/kubernetes-best-practices: + addition_method: manual content_hash: 83ff6006fe43dbca9eb23f25d781a0f202004fbe142682e6c2c2cd835e77ff28 description: '' health_score: 100.0 @@ -83087,8 +87229,8 @@ https://geekflare.com/es/kubernetes-best-practices: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://geekflare.com/generate-analyze-thread-dumps: + addition_method: manual content_hash: 977bc922486c5fad3caf53da2155b1f4fbed9368b7e4608522c709aa6482e098 description: '' health_score: 100.0 @@ -83099,8 +87241,8 @@ https://geekflare.com/generate-analyze-thread-dumps: v1_locations: - docs/java-and-java-performance-optimization.md year: N/A - addition_method: manual https://geekflare.com/gitops-introduction: + addition_method: manual content_hash: bdb549c78df7f751ecf9679e7f326033e7947c2ffd1d56c4d6feb10b015a3bc5 description: '' health_score: 100.0 @@ -83111,8 +87253,8 @@ https://geekflare.com/gitops-introduction: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://geekflare.com/kubernetes-best-practices: + addition_method: manual content_hash: 5d937313010eb7a1c1d38b2e9a2fbc0eb6f2b1b5fb8b45d41159303d18a4715c description: '' health_score: 100.0 @@ -83123,8 +87265,8 @@ https://geekflare.com/kubernetes-best-practices: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://geekflare.com/topic/development: + addition_method: manual content_hash: 189548e9e2ca4c3b781685b97e4ded17ccbbbc1c57b3c87aa7fae3dabf00028b health_score: 100.0 last_checked: 1779130495.011066 @@ -83134,8 +87276,8 @@ https://geekflare.com/topic/development: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://geeksarray.com/blog/microservice-architecture-pattern-for-architects: + addition_method: manual content_hash: f93acf1bc9bab23fb650e102d7b19f24ee662cbd35585e29e8625ef595103855 description: '' health_score: 100.0 @@ -83151,8 +87293,8 @@ https://geeksarray.com/blog/microservice-architecture-pattern-for-architects: v2_locations: - introduction.md year: N/A - addition_method: manual https://gendocu.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -83166,8 +87308,8 @@ https://gendocu.com: v2_locations: - api.md year: N/A - addition_method: manual https://gennyallcroft.medium.com/understanding-kubernetes-deployments-with-helm-444116a622be: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -83181,8 +87323,8 @@ https://gennyallcroft.medium.com/understanding-kubernetes-deployments-with-helm- v2_locations: - helm.md year: N/A - addition_method: manual https://geshan.com.np/blog/2021/07/rabbitmq-docker-nodejs: + addition_method: manual ai_summary: A hands-on tutorial outlining the setup of a localized asynchronous worker pipeline using Node.js, RabbitMQ, and Docker Compose. It serves as an accessible entry point to grasp queue-based application decoupling. Includes configuration @@ -83211,8 +87353,8 @@ https://geshan.com.np/blog/2021/07/rabbitmq-docker-nodejs: v2_locations: - message-queue.md year: N/A - addition_method: manual https://geshan.com.np/blog/2021/12/docker-postgres: + addition_method: manual content_hash: 603ddbbb5bca8a0f0e997b9a9894119a45986c9ccaef071e2454b15c8cc20b6a description: '' health_score: 100.0 @@ -83229,8 +87371,8 @@ https://geshan.com.np/blog/2021/12/docker-postgres: v2_locations: - docker.md year: N/A - addition_method: manual https://get-ytt.io: + addition_method: manual ai_summary: Curator Insight presents ytt (Carvel suite) as a structural YAML templating tool that runs on a dialect of Python (Starlark). Live Grounding confirms ytt validates syntactic hierarchy natively, preventing the formatting flaws common @@ -83260,15 +87402,15 @@ https://get-ytt.io: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://get.robin.io: + addition_method: manual content_hash: 2072f3fb12a840fa649f14d4f73a99ef1c21617c0bff45e219d166575d7acbc6 health_score: 100.0 last_checked: 1779031782.366654 v1_locations: - docs/ocp4.md - addition_method: manual https://getbetterdevops.io/build-docker-images-using-ansible-and-packer: + addition_method: manual content_hash: 272ff80bf21d42cf1454211278538426ed1a18e16bd66d12a38fec85a1bcc9ca description: '' health_score: 100.0 @@ -83279,8 +87421,8 @@ https://getbetterdevops.io/build-docker-images-using-ansible-and-packer: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://getbetterdevops.io/k8s-ingress-with-letsencrypt: + addition_method: manual content_hash: 272ff80bf21d42cf1454211278538426ed1a18e16bd66d12a38fec85a1bcc9ca description: '' health_score: 100.0 @@ -83292,8 +87434,8 @@ https://getbetterdevops.io/k8s-ingress-with-letsencrypt: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://getbetterdevops.io/terraform-with-helm: + addition_method: manual content_hash: 272ff80bf21d42cf1454211278538426ed1a18e16bd66d12a38fec85a1bcc9ca description: '' health_score: 100.0 @@ -83304,9 +87446,9 @@ https://getbetterdevops.io/terraform-with-helm: v1_locations: - docs/terraform.md year: N/A - addition_method: manual ? https://getenroute.io/blog/leverage-open-source-oss-derive-insights-grafana-prometheus-tsdb-kubernetes-standalone-api-gateway -: content_hash: 94c0c28a11c8f9635991eb0fd8657952d4963db1c07d31c1f3c3bf0cfd648eec +: addition_method: manual + content_hash: 94c0c28a11c8f9635991eb0fd8657952d4963db1c07d31c1f3c3bf0cfd648eec description: '' health_score: 100.0 last_checked: 1779030862.041447 @@ -83317,8 +87459,8 @@ https://getbetterdevops.io/terraform-with-helm: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://getenroute.io/docs/ingress-filter-legos-secure-microservices-apis-using-helm-envoy: + addition_method: manual content_hash: c5ccc18f113d30d1847ecda6920a8d44ade901e2c62e50be9452d1aacf9b0f55 description: '' health_score: 100.0 @@ -83330,8 +87472,8 @@ https://getenroute.io/docs/ingress-filter-legos-secure-microservices-apis-using- v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://getkuby.io: + addition_method: manual content_hash: bdb28ea6fe2cd3c84d685c317caa0e957868953d5cb11afb2f1f72c422eba6dc description: '' health_score: 100.0 @@ -83347,8 +87489,8 @@ https://getkuby.io: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://getmatter.app: + addition_method: manual content_hash: e359d33722d3dd1e2437967e1f0b64b4a8a04cefd5ccea53e95794444ff2f070 description: '' health_score: 100.0 @@ -83359,8 +87501,8 @@ https://getmatter.app: v1_locations: - docs/workfromhome.md year: N/A - addition_method: manual https://getseabird.github.io: + addition_method: manual ai_summary: A lightweight, compiled desktop application that delivers native platform performance when navigating remote Kubernetes clusters, avoiding heavy electron wrappers. @@ -83387,8 +87529,8 @@ https://getseabird.github.io: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://gettopical.com/djangoframework: + addition_method: manual health_score: 80.0 last_checked: 1779031782.523217 status: online @@ -83398,15 +87540,15 @@ https://gettopical.com/djangoframework: - docs/python.md v2_locations: - python.md - addition_method: manual https://gigaom.com/report/gigaom-radar-for-data-storage-for-kubernetes: + addition_method: manual content_hash: 099a11e0fa4edc386ccfbf1692aa13281cf29194dffe099fec88ccb809d86409 health_score: 100.0 last_checked: 1779033418.861868 v1_locations: - docs/kubernetes-storage.md - addition_method: manual https://gijsreijn.medium.com/optimizing-your-dsc-v3-authoring-experience-in-vscode-bd8e90c52312: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -83420,8 +87562,8 @@ https://gijsreijn.medium.com/optimizing-your-dsc-v3-authoring-experience-in-vsco v2_locations: - visual-studio.md year: N/A - addition_method: manual https://gist.github.com/CrookedNumber/8964442: + addition_method: manual ai_summary: A practical community GitHub Gist outlining multiple strategies to revert, reset, or remove the latest commit in a Git repository. Illustrates the critical differences between `git reset --soft` and `git reset --hard` for local and remote @@ -83449,8 +87591,8 @@ https://gist.github.com/CrookedNumber/8964442: v2_locations: - git.md year: N/A - addition_method: manual https://gist.github.com/Faheetah/e11bd0315c34ed32e681616e41279ef4: + addition_method: manual content_hash: d15f636952706a95487d2517870101d3dbeeb1c5a26c2ddb23887fc2aaae6ba1 description: '' health_score: 100.0 @@ -83467,8 +87609,8 @@ https://gist.github.com/Faheetah/e11bd0315c34ed32e681616e41279ef4: v2_locations: - jenkins.md year: N/A - addition_method: manual https://gist.github.com/GTRekter/51f8be3fbfb13b3696f92e117d956597: + addition_method: manual content_hash: 2316308b32046c380b82bc6156ff3bd9c07602d4ddff771c48804f0093fe9373 description: '' health_score: 100.0 @@ -83485,8 +87627,8 @@ https://gist.github.com/GTRekter/51f8be3fbfb13b3696f92e117d956597: v2_locations: - azure.md year: N/A - addition_method: manual https://gist.github.com/JamesMGreene/cdd0ac49f90c987e45ac: + addition_method: manual ai_summary: A detailed side-by-side CLI command comparison showing the underlying raw Git operations performed by the automated `git flow` wrapper tool. 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docs/mkdocs.md year: N/A - addition_method: manual https://github.blog/2022-04-07-git-credential-manager-authentication-for-everyone: + addition_method: manual content_hash: be7ed25812b1086968abb161668679e36784c0b94cafacdea1efd9f572afd8d4 description: '' health_score: 100.0 @@ -84676,8 +88818,8 @@ https://github.blog/2022-04-07-git-credential-manager-authentication-for-everyon v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.blog/2022-06-21-github-copilot-is-generally-available-to-all-developers: + addition_method: manual content_hash: 54398bed288a44184533c1287909d6f6aa7ce21b7e9da0b80958e8e6c83e6cf0 description: '' health_score: 100.0 @@ -84688,8 +88830,8 @@ https://github.blog/2022-06-21-github-copilot-is-generally-available-to-all-deve v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.blog/2022-06-29-improve-git-monorepo-performance-with-a-file-system-monitor: + addition_method: manual content_hash: d62a6d148aeeb04bbb61196707b62269453d99a119655aaeade70b679f6667dc description: '' health_score: 100.0 @@ -84701,8 +88843,8 @@ https://github.blog/2022-06-29-improve-git-monorepo-performance-with-a-file-syst v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.blog/2023-03-02-why-python-keeps-growing-explained: + addition_method: manual content_hash: a94834e0dd7d765be700a6fc0ccabb48e88ab8f90b4918ef9b7d64e32d9d54cc description: '' health_score: 100.0 @@ -84713,8 +88855,8 @@ https://github.blog/2023-03-02-why-python-keeps-growing-explained: v1_locations: - docs/python.md year: N/A - addition_method: manual https://github.blog/2023-03-13-highlights-from-git-2-40: + addition_method: manual content_hash: 09968be929f0d70baf674b9b24b0c2761976be101c6f901f9d1f68d164309894 description: '' health_score: 100.0 @@ -84725,8 +88867,8 @@ https://github.blog/2023-03-13-highlights-from-git-2-40: v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.blog/2023-03-22-github-copilot-x-the-ai-powered-developer-experience: + addition_method: manual content_hash: 61ebb16c01aedae9bdc62dc3e29a4d01eae64f0ecf3f14e79277884bf1cf6c40 description: '' health_score: 100.0 @@ -84737,8 +88879,8 @@ https://github.blog/2023-03-22-github-copilot-x-the-ai-powered-developer-experie v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.blog/2023-06-02-applying-gitops-principles-to-your-operations: + addition_method: manual content_hash: 8a9804d9db5924c7e7cbd97e30ae27617322e28bd5fe3e698b3f3e435f0fe520 description: '' health_score: 100.0 @@ -84749,8 +88891,76 @@ https://github.blog/2023-06-02-applying-gitops-principles-to-your-operations: v1_locations: - docs/gitops.md year: N/A - addition_method: manual +? https://github.blog/ai-and-ml/github-copilot/building-a-general-purpose-accessibility-agent-and-what-we-learned-in-the-process +: addition_method: automatic + ai_summary: An architectural deep-dive into the development of an experimental general-purpose + AI accessibility agent. It outlines engineering lessons in constructing multi-agent + coordination flows, designing effective context windows, managing non-deterministic + outputs, and leveraging retrieval structures to automatically audit and triage + accessibility compliance issues in repositories. + category: ai-agents-mcp + complexity: Advanced + content_hash: ccc346084c5698bd09d20ff35d6aac17b18d1f7aaecc1d35b8835bf1184eeef8 + description: An engineering analysis of constructing general-purpose AI accessibility + agents on GitHub. + hierarchy: + - AI + - Agentic Workflows + - Accessibility Triage Agents + is_microservice: false + language: en + last_checked: 1780352932.853276 + reputation_status: Vetted + reputation_summary: Highly regarded engineering write-up on agentic design patterns. + The community praises the article for its honest technical takeaways regarding + the challenges of using LLMs for deterministic accessibility compliance audits. + resource_type: Article + social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-github-copilot-blocks-logo.png?fit=1920%2C1080 + source_provenance: RSS Feed (The GitHub Blog) + stars: 4 + status: online + suggested_new_category: ai-agents + tags: + - EMERGING + - GUIDE + title: Building a general-purpose accessibility agent and what we learned in the + process + year: '2026' +https://github.blog/ai-and-ml/github-copilot/building-an-emoji-list-generator-with-the-github-copilot-cli: + addition_method: automatic + ai_summary: A technical walkthrough detailing how developers can utilize the GitHub + Copilot CLI to orchestrate terminal-based helper scripts. Focuses on using natural + language prompts within the terminal to automate shell tasks, such as generating + structured markdown components. Serves as a practical guide for boosting developer + loops and local workspace productivity through integrated terminal-native generative + AI models. + category: ai-agents-mcp + complexity: intermediate + content_hash: 0b180a6fcba977907e78960b271664a0893a49718b1187c37aca2b059bb11f7a + description: Walkthrough on creating an emoji list generator during a developer + stream using Copilot CLI. + hierarchy: + - Artificial Intelligence + - AI Coding Assistants + - GitHub Copilot CLI + is_microservice: false + language: en + last_checked: 1780352037.401385 + reputation_status: Vetted + reputation_summary: Official GitHub blog showcasing standard terminal integrations + of Copilot CLI. + resource_type: blog + social_preview_url: https://github.blog/wp-content/uploads/2026/04/image-19.png?fit=2064%2C1076 + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Building an emoji list generator with the GitHub Copilot CLI + year: '2026' https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli: + addition_method: manual ai_summary: Introductory guide explaining how to integrate the terminal-based GitHub Copilot CLI to leverage natural-language shell queries, automating script development and git lifecycle executions. @@ -84781,9 +88991,80 @@ https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-ge - devops-tools.md - ai.md year: '2024' - addition_method: manual +https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-interactive-v-non-interactive-mode: + addition_method: automatic + ai_summary: This official GitHub Blog guide details the operational mechanics of + GitHub Copilot CLI, focusing on the differences between interactive and non-interactive + execution modes. It demonstrates how interactive mode leverages conversational + interfaces to guide developers through complex shell commands, whereas non-interactive + execution supports pipeline integrations and automated scripted workflows. The + article serves as a key resource for developers looking to optimize terminal velocity + and automate command generation safely. + category: ai-agents-mcp + complexity: Beginner + content_hash: cd73d0bc830618149585c0aa117f31b8d1a06ddc05a514e938a538db1240bd32 + description: Explains the differences between interactive and non-interactive execution + modes in GitHub Copilot CLI. + hierarchy: + - Developer Productivity + - CLI Tools + - Generative AI CLI + is_microservice: false + language: English + last_checked: 1780352003.689892 + reputation_status: Vetted + reputation_summary: Vetted as a highly helpful official tutorial to boost command-line + productivity using AI tools, easing shell automation for junior and senior engineers + alike. + resource_type: Article + social_preview_url: https://github.blog/wp-content/uploads/2026/04/Episode-2.png + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[COMMUNITY-TOOL]' + title: 'GitHub Copilot CLI for Beginners: Interactive vs Non-interactive Mode' + year: '2026' +? https://github.blog/ai-and-ml/github-copilot/github-recognized-as-a-leader-in-the-gartner-magic-quadrant-for-enterprise-ai-coding-agents-for-the-third-year-in-a-row +: addition_method: automatic + ai_summary: Highlights GitHub's positioning as a market leader in the 2026 Gartner + Magic Quadrant for Enterprise AI Coding Agents. The report validates GitHub's + platform-wide agentic integration strategy, which spans IDEs, CLIs, pull requests, + and automated workflows, highlighting key technical advantages in multi-model + flexibility, enterprise governance, and robust developer security controls. + category: ai-agents-mcp + complexity: Advanced + content_hash: f4bae37306a8e225de192ee68413e2b405d1657997d4c41b04bcaf0c30e9130d + description: Gartner research evaluation results positioning GitHub as a leader + in enterprise AI coding agents. + hierarchy: + - AI + - Coding Agents + - Enterprise Standards + is_microservice: false + language: en + last_checked: 1780352932.853237 + reputation_status: Vetted + reputation_summary: Industry-standard recognition by Gartner, confirming GitHub + Copilot's dominance and leading execution capability in the enterprise AI agent + market. Welcomed as validation of multi-model and platform-wide agentic strategies. + resource_type: Article + social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-mona-copilot-logo.png + source_provenance: RSS Feed (The GitHub Blog) + stars: 4 + status: online + suggested_new_category: ai-coding-agents + tags: + - ENTERPRISE-STABLE + - CASE STUDY + title: GitHub recognized as a Leader in the Gartner Magic Quadrant for Enterprise + AI Coding Agents for the third year in a row + year: '2026' ? https://github.blog/changelog/2020-05-11-github-cli-allows-you-to-close-reopen-and-add-metadata-to-issues-and-pull-requests -: content_hash: 7ad3c504ce09a7134d205fc0d06ea1186a41bc6358c75672735cead425f23ee1 +: addition_method: manual + content_hash: 7ad3c504ce09a7134d205fc0d06ea1186a41bc6358c75672735cead425f23ee1 description: '' health_score: 100.0 last_checked: 1779032288.317251 @@ -84794,8 +89075,8 @@ https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-ge v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.blog/changelog/2020-05-26-mark-pull-requests-as-ready-for-review-review-and-merge-from-github-cli: + addition_method: manual content_hash: e2c6e41d392b1233317c48c665c8a48dd4ddf33c4c441030cbd54d092bd31c50 description: '' health_score: 100.0 @@ -84807,8 +89088,8 @@ https://github.blog/changelog/2020-05-26-mark-pull-requests-as-ready-for-review- v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.blog/changelog/2020-08-26-set-the-default-branch-for-newly-created-repositories: + addition_method: manual ai_summary: This official changelog details the introduction of user-defined default branch names (e.g., main instead of master) for newly created repositories. It represented an important step towards cultural alignment and programmatic consistency @@ -84837,8 +89118,8 @@ https://github.blog/changelog/2020-08-26-set-the-default-branch-for-newly-create v2_locations: - git.md year: N/A - addition_method: manual https://github.blog/changelog/2021-01-21-access-control-for-github-pages: + addition_method: manual ai_summary: 'Official announcement of access control integration for GitHub Pages, allowing enterprise administrators to restrict documentation site visibility to specific organization members. Double-Evidence: This feature bridges open-source @@ -84868,8 +89149,8 @@ https://github.blog/changelog/2021-01-21-access-control-for-github-pages: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token: + addition_method: manual ai_summary: Crucial update announcing granular permission controls for the default GITHUB_TOKEN inside YAML workflows, enabling developers to strictly limit scope write-access. @@ -84896,8 +89177,8 @@ https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for- v2_locations: - git.md year: N/A - addition_method: manual https://github.blog/changelog/2021-09-20-github-actions-ephemeral-self-hosted-runners-new-webhooks-for-auto-scaling: + addition_method: manual ai_summary: Product release introducing ephemeral self-hosted runners and targeted autoscale webhooks, allowing platform teams to build dynamic, secure single-use runner environments. @@ -84925,8 +89206,8 @@ https://github.blog/changelog/2021-09-20-github-actions-ephemeral-self-hosted-ru v2_locations: - git.md year: N/A - addition_method: manual https://github.blog/changelog/2021-09-27-improved-pull-request-file-filtering: + addition_method: manual ai_summary: This changelog details UI additions that permit advanced, syntax-aware file filtering inside pull requests, helping engineers focus on specific directories, file types, or owned code paths during reviews. This optimization speeds up reviews @@ -84956,8 +89237,8 @@ https://github.blog/changelog/2021-09-27-improved-pull-request-file-filtering: v2_locations: - git.md year: N/A - addition_method: manual https://github.blog/changelog/2021-09-27-showing-code-scanning-alerts-on-pull-requests: + addition_method: manual ai_summary: Highlights the integration of code scanning alerts directly within the pull request conversation view, improving security feedback loops during peer reviews. @@ -84984,9 +89265,9 @@ https://github.blog/changelog/2021-09-27-showing-code-scanning-alerts-on-pull-re v2_locations: - git.md year: N/A - addition_method: manual ? https://github.blog/changelog/2021-12-06-container-signing-added-to-the-publish-docker-container-workflow-for-github-actions -: ai_summary: Details container image signing using Cosign inside GitHub Actions. +: addition_method: manual + ai_summary: Details container image signing using Cosign inside GitHub Actions. Enables development teams to maintain secure, verifiable software supply chains with cryptographic container signatures. complexity: Advanced @@ -85013,8 +89294,8 @@ https://github.blog/changelog/2021-09-27-showing-code-scanning-alerts-on-pull-re v2_locations: - git.md year: N/A - addition_method: manual https://github.blog/changelog/2021-12-09-lists-are-now-available-as-a-public-beta: + addition_method: manual ai_summary: Highlights the introduction of public beta list-making capabilities for categorized repository tracking. Solves star organization challenges, allowing developers to cleanly build domain-specific learning tracks directly on their @@ -85042,8 +89323,8 @@ https://github.blog/changelog/2021-12-09-lists-are-now-available-as-a-public-bet v2_locations: - git.md year: N/A - addition_method: manual https://github.blog/changelog/2021-12-17-github-actions-improvements-to-github-actions-starter-experience: + addition_method: manual content_hash: 045462c129e4f57d914b4660a190ecf92ce02a7a9e5d05d183ee331c2985a19e description: '' health_score: 100.0 @@ -85059,8 +89340,8 @@ https://github.blog/changelog/2021-12-17-github-actions-improvements-to-github-a v2_locations: - git.md year: N/A - addition_method: manual https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga: + addition_method: manual ai_summary: An official GitHub product announcement marking the General Availability of GitHub Copilot's automated pipeline diagnostics. Empowers developers to quickly resolve failing CI/CD builds by getting clear, contextual, AI-driven summaries @@ -85092,8 +89373,89 @@ https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-ac - cicd.md - devops-tools.md year: N/A - addition_method: manual +https://github.blog/changelog/2026-05-11-create-repositories-on-the-go-with-github-mobile: + addition_method: automatic + ai_summary: This update details the integration of native repository creation within + the GitHub Mobile application. It permits developer operations on the move, allowing + users to define repository visibility, name, and initial settings without requiring + a desktop environment. This significantly lowers friction for initiating new cloud-based + software projects directly from mobile devices. + category: digital-money + complexity: Beginner + content_hash: 23874707ac96fa816916be258c2888ba01f13d0b567b6d0321b7572ebea83dd8 + description: Official changelog post announcing repository creation capabilities + directly within the GitHub Mobile app on iOS and Android. + hierarchy: + - Software Development + - Version Control + - GitHub Ecosystem + - Mobile Productivity + is_microservice: false + language: en + last_checked: 1780352571.556278 + reputation_status: Vetted + reputation_summary: Official update released by the GitHub product team, confirming + stable cross-platform mobile functionality. + resource_type: Changelog + social_preview_url: https://github.blog/wp-content/uploads/2026/05/17de4f2366d6c73a52d5ce6f126074642fafec86712adf41049da4dac605273a-2400x1260-1.jpeg + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: github-mobile + tags: + - '[ENTERPRISE-STABLE]' + - '[COMMUNITY-TOOL]' + title: Create repositories on the go with GitHub Mobile - GitHub Changelog + year: '2026' +https://github.blog/changelog/2026-05-19-gemini-3-5-flash-is-generally-available-for-github-copilot: + addition_method: automatic + ai_summary: 'Curator Insight: The integration of flash-tier models into development + cycles represents a strategic balance between execution speed and model capabilities. + + + Live Grounding: GitHub''s May 2026 changelog announces the rollout of Gemini 3.5 + Flash inside GitHub Copilot across major IDE environments. + + + Developer Benefits: + + - Delivers high coding suggestions at reduced token cost and ultra-low latency. + + - Features strong performance in complex tool-calling and cache-efficient architectures. + + - Seamlessly fits into iterative, agentic code-generation cycles without hitting + rate limits.' + category: ai-agents-mcp + complexity: intermediate + content_hash: bf8f655ec67d799ad08bca9ad67d531381879ce0537d70d3846a55a09700a4ad + description: GitHub announces the GA rollout of Google's Gemini 3.5 Flash on GitHub + Copilot, bringing high-speed and cost-effective coding support to Copilot users + across major IDEs. + hierarchy: + - Artificial Intelligence + - Coding Assistants + - GitHub Copilot + - LLM Models + is_microservice: false + language: en + last_checked: 1780352168.173412 + reputation_status: Vetted + reputation_summary: Highly anticipated Copilot enhancement, providing significant + performance increases, lower token costs, and high-speed execution loops for enterprise + developers. + resource_type: changelog + social_preview_url: https://github.blog/wp-content/uploads/2026/05/593639239-00f2c626-52b4-432b-806a-0850d9c363af_57dcc0.png + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: Gemini 3.5 Flash is Generally Available for GitHub Copilot + year: '2026' https://github.blog/developer-skills/5-devops-tips-to-speed-up-your-developer-workflow: + addition_method: manual content_hash: 11f7c30d4cb1e61810effa522bd51991a0354ffdd3831f12160c08d7de17f616 health_score: 100.0 last_checked: 1779130494.993012 @@ -85104,8 +89466,8 @@ https://github.blog/developer-skills/5-devops-tips-to-speed-up-your-developer-wo - docs/devops.md v2_locations: - devops.md - addition_method: manual https://github.blog/developer-skills/github/10-github-actions-resources-basics-ci-cd: + addition_method: manual ai_summary: A curated collection of educational resources, documentation links, and architectural articles to guide developers from basic task configuration to enterprise delivery models. @@ -85127,8 +89489,8 @@ https://github.blog/developer-skills/github/10-github-actions-resources-basics-c v2_locations: - git.md year: '2022' - addition_method: manual https://github.blog/developer-skills/github/5-automations-every-developer-should-be-running: + addition_method: manual ai_summary: Practical compilation highlighting five essential automations, including stale issue tracking, pull request labels, and automated assignees, designed to maintain repository health. @@ -85149,8 +89511,8 @@ https://github.blog/developer-skills/github/5-automations-every-developer-should v2_locations: - git.md year: '2022' - addition_method: manual https://github.blog/developer-skills/github/deployment-reliability-at-github: + addition_method: manual ai_summary: This engineering post addresses the operational workflows and tools used by GitHub engineers to ensure service reliability during heavy continuous deployment cycles. It details monitoring techniques, automatic circuit breakers, @@ -85175,8 +89537,8 @@ https://github.blog/developer-skills/github/deployment-reliability-at-github: v2_locations: - git.md year: '2020' - addition_method: manual https://github.blog/developer-skills/github/getting-started-with-project-planning-on-github: + addition_method: manual ai_summary: A practical walkthrough of GitHub's modern spreadsheet-centric agile project planning boards. Demonstrates how to design customized tables, automate status changes, and track team velocity natively inside the repository interface. @@ -85198,8 +89560,41 @@ https://github.blog/developer-skills/github/getting-started-with-project-plannin v2_locations: - git.md year: '2021' - addition_method: manual +https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-git-and-github-in-vs-code: + addition_method: automatic + ai_summary: This beginner-focused guide walks developers through local version control + setup using Visual Studio Code's native Git UI. It covers essential staging, committing, + and branching commands, as well as pushing repositories directly to GitHub. It + additionally highlights how the new GitHub MCP extension can be utilized to automate + repository interactions through VS Code Copilot. + category: digital-money + complexity: beginner + content_hash: e984e489dc09dfc65ebd90e3c61428611b71234a3b0eac4dc02efec2d8ac12c9 + description: Discover how to use VS Code to interact with GitHub and maintain your + projects. + hierarchy: + - Developer Tools + - Version Control + - IDE Integration + impact_score: 82 + is_microservice: false + language: en + last_checked: 1780402331.955719 + reputation_status: Vetted + reputation_summary: Highly trusted, officially curated developer skills guide widely + shared across development networks. + resource_type: guide + social_preview_url: https://github.blog/wp-content/uploads/2026/05/GIT901_THUMB_GFB_A-1.png?fit=1280%2C720 + source_provenance: RSS Feed (The GitHub Blog) + stars: 4 + status: online + suggested_new_category: vs-code-tutorials + tags: + - '[GUIDE]' + title: 'GitHub for Beginners: Getting started with Git and GitHub in VS Code' + year: '2026' https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-oss-contributions: + addition_method: manual ai_summary: An official GitHub onboarding guide tailored for software engineers looking to initiate their contributions to Open Source Software (OSS) projects. It teaches how to fork repositories, configure branches, submit pull requests, @@ -85233,8 +89628,8 @@ https://github.blog/developer-skills/github/github-for-beginners-getting-started - introduction.md - developerportals.md year: N/A - addition_method: manual https://github.blog/developer-skills/github/include-diagrams-markdown-files-mermaid: + addition_method: manual ai_summary: 'Announcement and engineering guide detailing GitHub''s native support for Mermaid.js diagrams directly within Markdown. Enables the declarative creation of flowcharts, sequence diagrams, and architecture maps in plain text. Double-Evidence: @@ -85258,8 +89653,8 @@ https://github.blog/developer-skills/github/include-diagrams-markdown-files-merm v2_locations: - mkdocs.md year: '2022' - addition_method: manual https://github.blog/developer-skills/github/using-reusable-workflows-github-actions: + addition_method: manual ai_summary: Explains how to implement DRY patterns across corporate pipelines using Reusable Workflows (`workflow_call`). Allows infrastructure teams to write central, versioned YAML files that can be consumed securely by downstream application teams. @@ -85281,8 +89676,8 @@ https://github.blog/developer-skills/github/using-reusable-workflows-github-acti v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/developer-skills/programming-languages-and-frameworks/10-unexpected-ways-to-use-github-copilot: + addition_method: manual content_hash: 206a4a1c14a4fdfa9049426db7ef6d47d602d330a46148323bf7b6457d259e8c description: '' health_score: 100.0 @@ -85298,9 +89693,9 @@ https://github.blog/developer-skills/programming-languages-and-frameworks/10-une v2_locations: - git.md year: N/A - addition_method: manual ? https://github.blog/developer-skills/programming-languages-and-frameworks/learn-about-ghapi-a-new-third-party-python-client-for-the-github-api -: ai_summary: An introductory post outlining ghapi, a lightweight and dynamically-generated +: addition_method: manual + ai_summary: An introductory post outlining ghapi, a lightweight and dynamically-generated third-party Python client mapping directly to GitHub's REST API. By parsing OpenAPI definitions dynamically, it ensures total, up-to-date compliance with GitHub's endpoints without requiring manual updates. It provides a robust alternative to @@ -85323,8 +89718,8 @@ https://github.blog/developer-skills/programming-languages-and-frameworks/10-une v2_locations: - git.md year: '2020' - addition_method: manual https://github.blog/developer-skills/programming-languages-and-frameworks/why-python-keeps-growing-explained: + addition_method: manual content_hash: 63944d46428a66a07a4a085bd767a53fb4accb6b652f9f50ec6e39c877890699 health_score: 100.0 last_checked: 1779130495.028446 @@ -85336,8 +89731,8 @@ https://github.blog/developer-skills/programming-languages-and-frameworks/why-py - docs/python.md v2_locations: - python.md - addition_method: manual https://github.blog/engineering/how-we-launched-docs-github-com: + addition_method: manual ai_summary: An in-depth engineering case study describing GitHub's architectural migration of its developer documentation site to a modern, Markdown-driven, node.js platform. It details how the engineering team optimized rendering performance, @@ -85362,8 +89757,8 @@ https://github.blog/engineering/how-we-launched-docs-github-com: v2_locations: - git.md year: '2020' - addition_method: manual https://github.blog/engineering/improve-git-monorepo-performance-with-a-file-system-monitor: + addition_method: manual ai_summary: Groundbreaking technical review demonstrating FSMonitor's architectural advantages inside extremely large scale monorepos. By eliminating full working tree scans during 'git status' commands, query durations decrease dramatically @@ -85387,8 +89782,8 @@ https://github.blog/engineering/improve-git-monorepo-performance-with-a-file-sys v2_locations: - git.md year: '2022' - addition_method: manual https://github.blog/engineering/improving-github-code-search: + addition_method: manual ai_summary: Curator Insight highlights GitHub's transition to a high-speed, custom-built search index engine. Live Grounding confirms this details 'Blackbird', the Rust-powered search engine built to parse over 45 million repositories in real-time, showcasing @@ -85411,8 +89806,8 @@ https://github.blog/engineering/improving-github-code-search: v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/engineering/security-keys-supported-ssh-git-operations: + addition_method: manual ai_summary: An engineering post announcing GitHub's native support for physical security keys (FIDO2) during SSH-based Git operations. This capability permits developers to secure their command-line Git flows using hardware-based cryptographic @@ -85436,8 +89831,8 @@ https://github.blog/engineering/security-keys-supported-ssh-git-operations: v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/engineering/ship-code-faster-safer-feature-flags: + addition_method: manual ai_summary: An insightful blog post detailing GitHub’s internal engineering dependency on feature flags. Explains how GitHub safely releases major platform updates to millions of active users through progressive canary releases and real-time operational @@ -85460,8 +89855,8 @@ https://github.blog/engineering/ship-code-faster-safer-feature-flags: v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/engineering/use-github-actions-manage-docs: + addition_method: manual ai_summary: Architectural breakdown of how GitHub engineers manage and publish their technical documentation portal, utilizing automated validation suites, linter gates, and deployments. @@ -85483,8 +89878,8 @@ https://github.blog/engineering/use-github-actions-manage-docs: v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/enterprise-software/ci-cd/build-ci-cd-pipeline-github-actions-four-steps: + addition_method: manual ai_summary: An architecture-oriented introductory blueprint outlining a four-stage process for transitioning applications to automated builds, testing, and deployments using GitHub Actions. @@ -85507,8 +89902,8 @@ https://github.blog/enterprise-software/ci-cd/build-ci-cd-pipeline-github-action v2_locations: - git.md year: '2022' - addition_method: manual https://github.blog/enterprise-software/devops/applying-gitops-principles-to-your-operations: + addition_method: manual content_hash: f61ed73cdfa2433f142ac64a41943b2a46c701e5dd1aa3ee7ee9e861481d4ffc health_score: 100.0 last_checked: 1779130494.982763 @@ -85519,8 +89914,8 @@ https://github.blog/enterprise-software/devops/applying-gitops-principles-to-you - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://github.blog/enterprise-software/devops/devops-cloud-testing: + addition_method: manual ai_summary: An enterprise architectural case study detailing how to coordinate end-to-end cloud-native integrations. Demonstrates the orchestration of testing harnesses inside local runners using Kind or Minikube. @@ -85543,8 +89938,8 @@ https://github.blog/enterprise-software/devops/devops-cloud-testing: v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/enterprise-software/devops/devops-definition: + addition_method: manual content_hash: ccac02dc2eb2437c4b556b44a6847cc63bcc6d21fd3e62b32b97ba84f70b4dff health_score: 100.0 last_checked: 1779130494.922196 @@ -85556,8 +89951,8 @@ https://github.blog/enterprise-software/devops/devops-definition: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://github.blog/enterprise-software/devops/extending-gitops-to-reliability-as-code-with-github-and-stackpulse: + addition_method: manual ai_summary: An exploration of integrating StackPulse incident response and playbook execution directly into GitHub GitOps workflows. By defining response playbooks as declarative code files within version control, teams can trigger automated @@ -85581,8 +89976,8 @@ https://github.blog/enterprise-software/devops/extending-gitops-to-reliability-a v2_locations: - git.md year: '2020' - addition_method: manual https://github.blog/enterprise-software/devops/how-to-make-devops-your-competitive-advantage: + addition_method: manual content_hash: 9993d7c893232c83ea23e7bea20598ee8fea942680bf9d90887758a0748784a8 health_score: 100.0 last_checked: 1779130494.932772 @@ -85594,8 +89989,8 @@ https://github.blog/enterprise-software/devops/how-to-make-devops-your-competiti - docs/devops.md v2_locations: - devops.md - addition_method: manual https://github.blog/enterprise-software/devops/improving-how-we-deploy-github: + addition_method: manual ai_summary: An in-depth engineering review of the continuous deployment modifications implemented internally at GitHub to optimize deployment safety, speed, and recovery. It details how the engineering team coordinates hundreds of daily deployments @@ -85620,8 +90015,8 @@ https://github.blog/enterprise-software/devops/improving-how-we-deploy-github: v2_locations: - git.md year: '2020' - addition_method: manual https://github.blog/enterprise-software/devops/solving-the-innersource-discovery-problem: + addition_method: manual ai_summary: This blog examines strategies for resolving the InnerSource discovery problem within large enterprises by building unified project catalogues inside GitHub. By utilizing custom repository tags, descriptive metadata, and search @@ -85646,8 +90041,8 @@ https://github.blog/enterprise-software/devops/solving-the-innersource-discovery v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/news-insights/company-news/github-welcomes-the-openjdk-project: + addition_method: manual content_hash: 2d4ae2695595ae0e76c5ed5c39b4ff183f368b10dbd814e17aac45aa9744f1a4 health_score: 100.0 last_checked: 1779130494.941252 @@ -85659,8 +90054,8 @@ https://github.blog/news-insights/company-news/github-welcomes-the-openjdk-proje - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://github.blog/news-insights/company-news/npm-has-joined-github: + addition_method: manual ai_summary: Historical press release detail outlining GitHub's acquisition of the NPM package registry, discussing planned supply-chain security enhancements and repository-native workflow optimizations. @@ -85681,8 +90076,12 @@ https://github.blog/news-insights/company-news/npm-has-joined-github: v2_locations: - javascript.md year: '2020' - addition_method: manual +https://github.blog/news-insights/company-news/still-a-developer-just-outside-our-latest-github-shop-collection-is-here: + last_checked: 1780402331.9557 + score: 25 + status: FILTERED https://github.blog/news-insights/company-news/token-authentication-requirements-for-api-and-git-operations: + addition_method: manual ai_summary: A critical security announcement detailing GitHub's enforcement of token-based authentication to replace standard passwords for Git operations. This initiative is a foundational component of modern supply chain security, designed to significantly @@ -85706,8 +90105,44 @@ https://github.blog/news-insights/company-news/token-authentication-requirements v2_locations: - git.md year: '2020' - addition_method: manual +? https://github.blog/news-insights/policy-news-and-insights/how-researchers-are-using-github-innovation-graph-data-to-reveal-the-digital-complexity-of-nations +: addition_method: automatic + ai_summary: This policy and empirical study details how researchers leverage the + GitHub Innovation Graph database to measure national 'digital complexity'. By + correlating geographic open-source activity with macro-economic metrics, the researchers + demonstrate a strong predictability index for GDP growth, wealth inequality, and + emissions. The methodology showcases the utility of software collaboration repositories + as real-time economic indicators. + category: digital-money + complexity: Intermediate + content_hash: b4a6632232be995b5a3c88e139de492cbe337891b97a4d649b604e8b71b4b55f + description: An interview showcasing how Open Source collaboration datasets can + accurately model and forecast national GDP, inequality, and industrial emission + trends. + hierarchy: + - DevOps + - Version Control + - GitHub Metrics + - Economic Complexity + is_microservice: false + language: en + last_checked: 1780352849.031743 + reputation_status: Vetted + reputation_summary: An insightful exploration of global software collaboration data + modeled for macro-economic forecasting and policy development. + resource_type: Article + social_preview_url: https://github.blog/wp-content/uploads/2025/01/innovation_graph_1.png?fit=2400%2C1260 + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: open-source-analytics + tags: + - '[CASE STUDY]' + title: How researchers are using GitHub Innovation Graph data to reveal the “digital + complexity” of nations + year: '2026' https://github.blog/news-insights/product-news/create-pull-requests-in-vscode: + addition_method: manual content_hash: d0d2135a4b7b131934f4e39e18bbb5f6baeac7500646ec1c588f518abb90e621 health_score: 100.0 last_checked: 1779130495.000944 @@ -85718,8 +90153,8 @@ https://github.blog/news-insights/product-news/create-pull-requests-in-vscode: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://github.blog/news-insights/product-news/dependency-graph-now-supports-github-actions: + addition_method: manual ai_summary: Details how GitHub's automated dependency graphing structures parsing for third-party actions within pipelines. Enables DevOps and Security teams to automatically inventory, audit, and surface vulnerabilities across active runners. @@ -85740,8 +90175,8 @@ https://github.blog/news-insights/product-news/dependency-graph-now-supports-git v2_locations: - git.md year: '2022' - addition_method: manual https://github.blog/news-insights/product-news/getting-started-with-github-actions-just-got-easier: + addition_method: manual content_hash: 1b406861c005d76aa54d635ef9154d6086faff4777fb82913077b303a9e9a3c0 health_score: 100.0 last_checked: 1779130495.009379 @@ -85752,8 +90187,8 @@ https://github.blog/news-insights/product-news/getting-started-with-github-actio - docs/git.md v2_locations: - git.md - addition_method: manual https://github.blog/news-insights/product-news/github-actions-now-supports-ci-cd: + addition_method: manual content_hash: b2f3532c699b4d3d4034db2eb07e66a22e409e1bece7d588f7e75f6985d1955c health_score: 100.0 last_checked: 1779130494.94014 @@ -85764,8 +90199,8 @@ https://github.blog/news-insights/product-news/github-actions-now-supports-ci-cd - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://github.blog/news-insights/product-news/github-cli-2-0-includes-extensions: + addition_method: manual ai_summary: This product update details the release of GitHub CLI 2.0, introducing a robust extension model that allows developers to write, share, and install custom commands natively inside the gh tool. This capability transforms the CLI into @@ -85789,8 +90224,8 @@ https://github.blog/news-insights/product-news/github-cli-2-0-includes-extension v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/news-insights/product-news/github-copilot-is-generally-available-to-all-developers: + addition_method: manual content_hash: 937595e5539d828e21cd107526a2c0b7f91d0074a6623fd9725fb91475fb72d4 health_score: 100.0 last_checked: 1779130494.984262 @@ -85801,8 +90236,8 @@ https://github.blog/news-insights/product-news/github-copilot-is-generally-avail - docs/git.md v2_locations: - git.md - addition_method: manual https://github.blog/news-insights/product-news/github-copilot-x-the-ai-powered-developer-experience: + addition_method: manual content_hash: 007dbb534b7735a3302b357ac98d4d9d0f06e0f4fdb12e90378b59aa5fee67a3 health_score: 100.0 last_checked: 1779130494.987993 @@ -85814,8 +90249,8 @@ https://github.blog/news-insights/product-news/github-copilot-x-the-ai-powered-d - docs/git.md v2_locations: - git.md - addition_method: manual https://github.blog/news-insights/product-news/introducing-githubs-openapi-description: + addition_method: manual ai_summary: This product announcement introduces GitHub's officially supported OpenAPI description documents, enabling automated SDK generation, validation, and schema integration. Delivering a fully compliant REST API specification allows developers @@ -85839,8 +90274,42 @@ https://github.blog/news-insights/product-news/introducing-githubs-openapi-descr v2_locations: - git.md year: '2020' - addition_method: manual +https://github.blog/news-insights/product-news/take-your-local-github-sessions-anywhere: + addition_method: automatic + ai_summary: Announces the general availability of cross-device remote control sessions + for GitHub Copilot. This architectural enhancement allows developers to securely + synchronize active developer contexts and agentic execution states across CLI + terminals, VS Code, and GitHub Mobile, allowing seamless transitions and on-the-go + triage without resetting the agentic session history. + category: ai-agents-mcp + complexity: Intermediate + content_hash: 89684169b919e1318a37aa9eca2d457c1cc2903e40712e66567a2730f14b46a4 + description: General availability of remote control and synchronization for GitHub + Copilot sessions across devices. + hierarchy: + - AI + - Developer Experience + - Copilot Workflow Synchronization + is_microservice: false + language: en + last_checked: 1780352932.853266 + reputation_status: Vetted + reputation_summary: The GA release of remote control for Copilot sessions has been + received enthusiastically by mobile-first developers and SREs, validating a seamless + transition of agent states across CLI, VS Code, and mobile devices. + resource_type: Article + social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-github-copilot-logo-stripe.png + source_provenance: RSS Feed (The GitHub Blog) + stars: 4 + status: online + suggested_new_category: ai-tools + tags: + - ENTERPRISE-STABLE + - EMERGING + title: Take your local GitHub sessions anywhere + year: '2026' https://github.blog/news-insights/product-news/work-with-github-actions-in-your-terminal-with-github-cli: + addition_method: manual ai_summary: Details CLI integrations using the GitHub CLI (`gh`) to run, trigger, and debug active pipelines directly from local developer shells. complexity: Intermediate @@ -85860,8 +90329,116 @@ https://github.blog/news-insights/product-news/work-with-github-actions-in-your- v2_locations: - git.md year: '2021' - addition_method: manual +https://github.blog/open-source/building-githubs-next-chapter-in-accessibility: + addition_method: automatic + ai_summary: An analysis of GitHub's open-source accessibility roadmap, centering + on automated testing tooling and industry frameworks. Key architectural implementations + include an AI-powered accessibility scanner utilizing Deque's axe-core engine + for static DOM inspections, alongside a modular plugin framework designed to catch + reflow and color-contrast violations. The update also highlights the new GitHub + Enterprise Accessibility Advisory Panel (GAAP) to align platform features with + customer-driven accessibility standards. + category: aws-devops + complexity: intermediate + content_hash: 820850a0849bf202e855b48da898b59c6370f680dc665cee04ddc5bfe6dbd4fa + description: Explore our update on GitHub's accessibility strategy, and learn how + you can join us in building a culture of accessibility. + hierarchy: + - DevOps + - Compliance and Standards + - Automated Testing + impact_score: 80 + is_microservice: false + language: en + last_checked: 1780402331.955733 + reputation_status: Vetted + reputation_summary: Vetted corporate strategy update detailing engineering frameworks + and plugins supporting global accessibility standards. + resource_type: blog + social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-mona-invertocat-logo.png?fit=1920%2C1080 + source_provenance: RSS Feed (The GitHub Blog) + stars: 4 + status: online + suggested_new_category: accessibility-engineering + tags: + - '[GUIDE]' + - '[CASE STUDY]' + title: Building GitHub's next chapter in accessibility + year: '2026' +https://github.blog/open-source/gaming/beyond-the-engine-10-open-source-projects-shaping-how-games-actually-get-made: + addition_method: automatic + ai_summary: A comprehensive compilation from the GitHub OSPO profiling key open-source + utility projects that extend beyond standard game engines. The article highlights + tools such as Blockbench, Pixelorama, and LDtk, which empower developers with + structured asset, level, and audio processing. It serves as an excellent resource + for software architects evaluating the robustness and license health of modern + creative tooling. + category: other-awesome-lists + complexity: Intermediate + content_hash: 7446ffdaf0b07200e5dcf8a1334886dc5df96dbb2094f5cea99e9b071da99bf7 + description: A curated collection of ten high-impact open source tools supporting + creative game development workflows beyond traditional engines. + hierarchy: + - Software Development + - Open Source Software + - Creative Tooling + - Game Development Workflows + is_microservice: false + language: en + last_checked: 1780352571.556344 + reputation_status: Vetted + reputation_summary: Published by GitHub's official open-source program office, securing + broad industry validation. + resource_type: Article + social_preview_url: https://github.blog/wp-content/uploads/2026/05/639edd29983f2d6a8dcb40b053416b222505bf0835096dea18d4af01202d0646-2400x1260-1.png?fit=2400%2C1260 + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: open-source-tooling + tags: + - '[GUIDE]' + - '[COMMUNITY-TOOL]' + title: 'Beyond the engine: 10 open source projects shaping how games actually get + made' + year: '2026' +? https://github.blog/open-source/gaming/dungeons-desktops-10-roguelikes-that-never-die-because-their-communities-wont-let-them +: addition_method: automatic + ai_summary: This GitHub Blog article analyzes the longevity of ten community-driven + open-source roguelike games, demonstrating how decentralized developer networks + maintain and evolve complex codebases over decades. It showcases the architectural + impact of open-source collaboration, continuous fork mutations, and community-driven + rewrites that preserve software usability without official enterprise backing. + The study serves as a masterclass in community-centric software lifecycle resilience + and open governance models. + category: uncategorized + complexity: Beginner + content_hash: 51335458e8440dd72da15e1d8a59f44e5d6a31606226c8017dabbbf816e14959 + description: Explores how passionate open source communities maintain and evolve + decades-old roguelike games. + hierarchy: + - Open Source Software + - Community Curation + - Long-term Maintenance + is_microservice: false + language: English + last_checked: 1780352003.689843 + reputation_status: Vetted + reputation_summary: A highly discussed blog post in the open-source community detailing + how community dedication can ensure decades of software lifecycle continuity. + resource_type: Article + social_preview_url: https://github.blog/wp-content/uploads/2026/05/583946322-6fc5b06b-fbfa-4b49-83b2-11b89e184c8e.gif + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: open-source-culture + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'Dungeons and Desktops: 10 Roguelikes That Never Die (Because Their Communities + Won''t Let Them)' + year: '2026' https://github.blog/open-source/git/commits-are-snapshots-not-diffs: + addition_method: manual ai_summary: Explains Git's underlying data model, clarifying that commits are stored as full-file snapshots (blobs and trees) rather than incremental line deltas. This fundamental architectural detail helps developers understand why branching @@ -85885,8 +90462,8 @@ https://github.blog/open-source/git/commits-are-snapshots-not-diffs: v2_locations: - git.md year: '2020' - addition_method: manual https://github.blog/open-source/git/get-up-to-speed-with-partial-clone-and-shallow-clone: + addition_method: manual ai_summary: Outlines performance strategies for massive repositories using partial clone and shallow clone mechanisms. By selectively downloading commit history or file objects (such as omitting large blobs), teams can drastically reduce network @@ -85909,8 +90486,8 @@ https://github.blog/open-source/git/get-up-to-speed-with-partial-clone-and-shall v2_locations: - git.md year: '2020' - addition_method: manual https://github.blog/open-source/git/git-credential-manager-core-building-a-universal-authentication-experience: + addition_method: manual ai_summary: A GitHub engineering post presenting the design and goals of Git Credential Manager Core. It discusses creating a unified, multi-platform authentication client that handles corporate SSO requirements seamlessly. @@ -85931,8 +90508,8 @@ https://github.blog/open-source/git/git-credential-manager-core-building-a-unive v2_locations: - devsecops.md year: '2020' - addition_method: manual https://github.blog/open-source/git/highlights-from-git-2-28: + addition_method: manual ai_summary: Outlines major improvements and configuration adjustments introduced in the Git 2.28 engine release. It details the setup steps to define custom, globally synchronized initial branch naming standards (such as changing the default to @@ -85954,8 +90531,8 @@ https://github.blog/open-source/git/highlights-from-git-2-28: v2_locations: - git.md year: '2020' - addition_method: manual https://github.blog/open-source/git/highlights-from-git-2-40: + addition_method: manual ai_summary: Official breakdown of performance optimizations and command updates introduced in Git 2.40. Highlights architectural enhancements in `git jump` and Windows-specific execution performance, ensuring security fixes and dev workflow @@ -85977,8 +90554,8 @@ https://github.blog/open-source/git/highlights-from-git-2-40: v2_locations: - git.md year: '2023' - addition_method: manual https://github.blog/open-source/git/how-to-undo-almost-anything-with-git: + addition_method: manual ai_summary: An authoritative, highly cited guide by GitHub explaining how to recover from almost any version control error. It features concrete, step-by-step instructions for resetting branches, recovering deleted work from the reflog, and modifying @@ -86000,8 +90577,8 @@ https://github.blog/open-source/git/how-to-undo-almost-anything-with-git: v2_locations: - git.md year: '2015' - addition_method: manual https://github.blog/open-source/maintainers/github-actions-update-helping-maintainers-combat-bad-actors: + addition_method: manual ai_summary: Security implementation detailing required manual approvals for external workflows on fork pull requests, mitigating potential cryptocurrency mining abuses on self-hosted architectures. @@ -86022,8 +90599,8 @@ https://github.blog/open-source/maintainers/github-actions-update-helping-mainta v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/security/application-security/git-credential-manager-authentication-for-everyone: + addition_method: manual content_hash: 8e48a41f87d28b564a7b9a0a760e908daabef6b9b3247797a81ce51ce59aac50 health_score: 100.0 last_checked: 1779130494.992802 @@ -86035,8 +90612,8 @@ https://github.blog/security/application-security/git-credential-manager-authent - docs/git.md v2_locations: - git.md - addition_method: manual https://github.blog/security/application-security/how-exposed-is-your-code-find-out-in-minutes-for-free: + addition_method: manual ai_summary: An introduction to GitHub's native, free vulnerability scanning tools designed to locate security regressions, secrets, and supply chain threats directly within the code repository. It highlights automated security alerts and quick @@ -86068,8 +90645,8 @@ https://github.blog/security/application-security/how-exposed-is-your-code-find- - securityascode.md - devsecops.md year: N/A - addition_method: manual https://github.blog/security/application-security/implementing-least-privilege-for-secrets-in-github-actions: + addition_method: manual ai_summary: Security architectural playbook detailing how to apply the principle of least privilege to pipeline environments. Covers runner permission isolation, OIDC configuration, and restricted secret scoping. @@ -86091,8 +90668,8 @@ https://github.blog/security/application-security/implementing-least-privilege-f v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/security/application-security/token-authentication-requirements-for-git-operations: + addition_method: manual ai_summary: An official GitHub security bulletin explaining the transition away from basic password credentials toward secure token and SSH access paths for CLI Git actions. It outlines the architectural benefits of using Fine-Grained Personal @@ -86114,8 +90691,80 @@ https://github.blog/security/application-security/token-authentication-requireme v2_locations: - git.md year: '2020' - addition_method: manual +https://github.blog/security/investigating-unauthorized-access-to-githubs-internal-repositories: + addition_method: automatic + ai_summary: A critical security investigation update detailing GitHub's response + to an intrusion involving the exfiltration of approximately 3,800 internal repositories + via compromised VS Code extensions. It mandates immediate administrative action + for GitHub Enterprise Server (GHES) customers to rotate GPG public keys to enable + validation of subsequent official binary releases and cryptographic signing channels. + category: devsecops + complexity: Advanced + content_hash: 395f8124ea7562606efc9e355e623e016df3f60cefd2413c6527c682da423cfd + description: Immediate-action security advisory requiring GitHub Enterprise Server + customers to rotate signing keys. + hierarchy: + - Security + - Incident Response + - Key Management + is_microservice: false + language: en + last_checked: 1780352932.853257 + reputation_status: Vetted + reputation_summary: A critical security advisory that received intensive discussion + across the industry. Highly praised for transparency and rapid mitigation steps + (key rotations) despite the severity of the threat actor's compromise of internal + assets. + resource_type: Article + social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-security-logo-blocks-github.png + source_provenance: RSS Feed (The GitHub Blog) + stars: 4 + status: online + suggested_new_category: security-advisories + tags: + - ENTERPRISE-STABLE + - CASE STUDY + title: 'Investigation update: GitHub Enterprise Server signing key rotation' + year: '2026' +https://github.blog/security/raising-the-bar-quality-shared-responsibility-and-the-future-of-githubs-bug-bounty-program: + addition_method: automatic + ai_summary: Documents systemic updates to GitHub's bug bounty program designed to + address the influx of low-impact, AI-generated vulnerability submissions. The + updated policy enforces stricter criteria requiring validated proofs-of-concept + (PoC), clarifies the security boundaries of shared platform responsibility, and + refines the compensation structure for low-risk findings to ensure optimal engineering + focus. + category: devsecops + complexity: Intermediate + content_hash: 30e4222268585f78c9b46ae26d309ec8a0339240efdd96bf4dfcb25b4cf0b246 + description: Updates to security submission criteria and boundaries within GitHub's + official bug bounty program. + hierarchy: + - Security + - Vulnerability Management + - Application Security + is_microservice: false + language: en + last_checked: 1780352932.853287 + reputation_status: Vetted + reputation_summary: Widely discussed in the security research community. The update + to bug bounty standards is viewed as a necessary filter to combat low-quality + AI-generated vulnerability reports, establishing a mature standard for shared + responsibility. + resource_type: Article + social_preview_url: https://github.blog/wp-content/uploads/2021/06/GitHub-Bug-Bounty.png?fit=1498%2C826 + source_provenance: RSS Feed (The GitHub Blog) + stars: 4 + status: online + suggested_new_category: security-programs + tags: + - ENTERPRISE-STABLE + - GUIDE + title: 'Raising the bar: Quality, shared responsibility, and the future of GitHub''s + bug bounty program' + year: '2026' https://github.blog/security/supply-chain-security/github-supply-chain-security-features-go-community: + addition_method: manual ai_summary: This security update details the extension of GitHub's Dependabot security alerts and vulnerability graph to native Go community dependency files (go.mod/go.sum). By scanning Go project dependencies in real-time, the platform helps prevent downstream @@ -86138,8 +90787,8 @@ https://github.blog/security/supply-chain-security/github-supply-chain-security- v2_locations: - git.md year: '2021' - addition_method: manual https://github.blog/security/supply-chain-security/safeguard-container-signing-capability-actions: + addition_method: manual ai_summary: GitHub's official guide on using Sigstore Cosign inside GitHub Actions to automate container signing. It demonstrates keyless cryptographic attestation, leveraging GitHub's OIDC provider to securely sign artifacts without handling @@ -86162,8 +90811,8 @@ https://github.blog/security/supply-chain-security/safeguard-container-signing-c v2_locations: - devsecops.md year: '2021' - addition_method: manual https://github.com/01mf02/jaq: + addition_method: manual ai_summary: A high-performance Rust implementation of the classic jq tool. Delivers lightning-fast query speeds, improved compile errors, and absolute type safety when transforming huge configurations. @@ -86194,8 +90843,8 @@ https://github.com/01mf02/jaq: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/10tanmay100/MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS: + addition_method: manual content_hash: 2e94c2348e441acc83427fb2e9498bf4f1113bf5b2c00425bf09ba4aff68b4f5 description: '' gh_license: MIT @@ -86214,8 +90863,8 @@ https://github.com/10tanmay100/MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/2-alchemists/krossboard: + addition_method: manual content_hash: edb4abade49d7a4e31de4d1bcdab537ce9be0dfd0d2d7b190ecdb80d8fed4e40 gh_license: AGPL-3.0 gh_pushed: '2025-03-18T22:16:48Z' @@ -86230,8 +90879,8 @@ https://github.com/2-alchemists/krossboard: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://github.com/2-alchemists/krossboard-kubernetes-operator: + addition_method: manual content_hash: d8953edb5c5f078614b5e2dbab6d1f81af17261abbf9be8944a2fa05a907aff1 description: '' health_score: 100.0 @@ -86241,8 +90890,8 @@ https://github.com/2-alchemists/krossboard-kubernetes-operator: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/23andMe/Yamale: + addition_method: manual ai_summary: A lightweight Python engine designed to validate configuration structures against robust schemas. Supports highly customizable validation logic and multi-file processing, making it perfect for schema assurance. @@ -86273,8 +90922,8 @@ https://github.com/23andMe/Yamale: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/4ARMED/kubeletmein: + addition_method: manual content_hash: eae906d46887be6d1630783c8e818bf25903ee32cd3ea12c2c0d59823beea5aa description: '' gh_license: AGPL-3.0 @@ -86293,8 +90942,8 @@ https://github.com/4ARMED/kubeletmein: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/99designs/aws-vault: + addition_method: manual content_hash: f3f2c0bfaf6e40a77f34461ee46e598fa99e3d56148b33a7a91e648e71e456c6 description: '' gh_license: MIT @@ -86313,8 +90962,8 @@ https://github.com/99designs/aws-vault: v2_locations: - aws-security.md year: N/A - addition_method: manual https://github.com/ABZ-Aaron/CheatSheets: + addition_method: manual content_hash: 9b8591906e1ac1e076713178225d15e5ec3060470379e85c3857bea96519c68d description: '' health_score: 100.0 @@ -86324,8 +90973,8 @@ https://github.com/ABZ-Aaron/CheatSheets: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://github.com/ABZ-Aaron/cheat-sheets: + addition_method: manual content_hash: 8d0afffe9c1ffe15b0ae1571eb1c822dfdc897120df6e63a6ae4fc0d9f8b3793 health_score: 100.0 last_checked: 1779130494.942105 @@ -86337,8 +90986,8 @@ https://github.com/ABZ-Aaron/cheat-sheets: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://github.com/AICoE/OpenShiftKubeAudit: + addition_method: manual content_hash: 049bcb40e2fdcc4b12363a9e2c1d22fd07ebe1827a39bad2abaebecfe19b71d5 description: '' gh_license: GPL-3.0 @@ -86357,8 +91006,8 @@ https://github.com/AICoE/OpenShiftKubeAudit: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Abhisheksinha1506/Collection-of-Useful-Scripts: + addition_method: manual content_hash: aa8107a38883d61b2607bf1f1de837a0e4562892dee326d221df15ca8522ca6e gh_license: GPL-3.0 health_score: 100.0 @@ -86371,8 +91020,8 @@ https://github.com/Abhisheksinha1506/Collection-of-Useful-Scripts: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://github.com/Abhisheksinhacoder/collection-of-useful-scripts: + addition_method: manual content_hash: 87c0ae37fa711f2ed8c0da30f5592a2bc3292aef4ff149f2c52a17acd0e27775 description: '' health_score: 100.0 @@ -86382,8 +91031,8 @@ https://github.com/Abhisheksinhacoder/collection-of-useful-scripts: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://github.com/AbsaOSS/k8gb: + addition_method: manual content_hash: 6ee86ccfb98715db228dbcbf1f93214c29e8d31b68e6edd32605743139e8f34b description: '' gh_license: Apache-2.0 @@ -86402,8 +91051,8 @@ https://github.com/AbsaOSS/k8gb: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://github.com/AdamRussak/k8f: + addition_method: manual content_hash: ea421b4a60048804e51f303d1517606e1be0ac8498182945c930c89a6a6a8dd1 description: '' gh_license: AGPL-3.0 @@ -86422,8 +91071,8 @@ https://github.com/AdamRussak/k8f: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/AdminTurnedDevOps/CapabilityPE: + addition_method: manual ai_summary: A research and practical taxonomy repository addressing DevOps platform engineering capability matrices. Assists engineering organizations in evaluating architecture, pipeline velocity, self-service portals, and cloud-native maturity @@ -86451,8 +91100,8 @@ https://github.com/AdminTurnedDevOps/CapabilityPE: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS: + addition_method: manual content_hash: 5b135e139f5d280c6c397a0f9866cf148a23a268b94addc861f835f62e5eea43 description: '' gh_license: MIT @@ -86471,8 +91120,8 @@ https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/AdminTurnedDevOps/Terraform-The-Hard-Way: + addition_method: manual content_hash: dc04c4b9b499a851a2bf7dff5411f9443613ba503e7be802fb9425ec196b36ed description: '' gh_license: MIT @@ -86491,8 +91140,8 @@ https://github.com/AdminTurnedDevOps/Terraform-The-Hard-Way: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/AdminTurnedDevOps/kubernetes-examples: + addition_method: manual content_hash: d20430380daa96e24255979fb1f1dbf0cff3f81a45c8517972fc0d3f4efc9a6f description: '' health_score: 100.0 @@ -86508,8 +91157,8 @@ https://github.com/AdminTurnedDevOps/kubernetes-examples: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/AdminTurnedDevOps/kubernetes-in-production-examples: + addition_method: manual content_hash: d8aba7108a12ff8fc0ba7bbffa91fe3e354f142e92997be37c298f8822f4e8d3 description: '' health_score: 100.0 @@ -86525,8 +91174,48 @@ https://github.com/AdminTurnedDevOps/kubernetes-in-production-examples: v2_locations: - demos.md year: N/A - addition_method: manual +https://github.com/Alishahryar1/free-claude-code: + addition_method: automatic + ai_summary: This popular open-source local proxy intercepts Anthropic API calls + initiated by the Claude Code CLI or VSCode extension and translates them dynamically + for seventeen alternative LLM providers. Compatible with backends like NVIDIA + NIM, OpenRouter, Google AI Studio, DeepSeek, and local runtimes (Ollama, LM Studio), + it offers advanced per-model routing, native thinking-token parsing, and automated + heuristic tool-call mapping. By caching and locally resolving trivial request + categories, the tool achieves significant latency improvements and API credit + savings. + category: ai-agents-mcp + complexity: Intermediate + content_hash: facf064e5a6f0fe3f44def005d75a2b9e8677a32da40959c409199bacad7d4d8 + description: Use Claude Code CLI for free by routing Anthropic API calls through + alternative backends like NVIDIA NIM and OpenRouter. + gh_license: MIT + gh_pushed: '2026-06-01T00:18:04Z' + gh_stars: 31585 + hierarchy: + - AI + - Developer Tools + - Coding Assistants + is_microservice: false + language: en + last_checked: 1780352720.351714 + reputation_status: Vetted + reputation_summary: A highly trended community project praised by developers on + Reddit and Medium for effectively bypassing paid API constraints without modifying + clients. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/711f9a1e4401665b4253b95bb2c443e9fab71e814cf7615e747da0341b5bdba6/Alishahryar1/free-claude-code + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - COMMUNITY-TOOL + - EMERGING + title: free-claude-code + year: '2026' https://github.com/Altinity/clickhouse-operator: + addition_method: manual content_hash: aa4d5618134a3700c272479d18e8ede2d176e44612d1631798c657d7d27f29e2 description: '' gh_license: Apache-2.0 @@ -86545,8 +91234,8 @@ https://github.com/Altinity/clickhouse-operator: v2_locations: - databases.md year: N/A - addition_method: manual https://github.com/Andrew-Klaas/hashi-k8s-demo: + addition_method: manual content_hash: 8f237332fb5d778af01f7d425dac4763fd8fa5f67f4e167834d404adfee1338f description: '' health_score: 100.0 @@ -86557,8 +91246,8 @@ https://github.com/Andrew-Klaas/hashi-k8s-demo: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/Ankit404butfound/PyWhatKit: + addition_method: manual content_hash: d83b17b3032100a04036cdc4dad4f373c38221153b2dfab47ea5108cc4087bb9 description: '' gh_license: MIT @@ -86577,8 +91266,8 @@ https://github.com/Ankit404butfound/PyWhatKit: v2_locations: - python.md year: N/A - 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docs/crunchydata.md year: N/A - addition_method: manual https://github.com/CrunchyData/postgres-operator: + addition_method: manual content_hash: 713b7e6488d22269cb96dde2d2861f36b464b4e5e0b1257b1901162dfc02556a description: '' gh_license: Apache-2.0 @@ -87548,8 +92237,8 @@ https://github.com/CrunchyData/postgres-operator: v2_locations: - crunchydata.md year: N/A - addition_method: manual https://github.com/DATA-DOG/go-sqlmock: + addition_method: manual content_hash: 09eaddd8ab7fd794204d9c481ab78e296e8f422255fed34b48df2202c953f109 description: '' gh_license: NOASSERTION @@ -87568,8 +92257,8 @@ https://github.com/DATA-DOG/go-sqlmock: v2_locations: - databases.md year: N/A - addition_method: manual https://github.com/DaspawnW/vault-crd: + addition_method: manual content_hash: 6eb87d050fdcb52c41f53c456be94cf0fa5c008f240f7d9d505223cc4452a48b description: '' gh_license: Apache-2.0 @@ -87588,8 +92277,8 @@ https://github.com/DaspawnW/vault-crd: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/DataCater/datacater: + addition_method: manual content_hash: 0645b002ddb1c7755a3047fbd64623920a3b338da3e70a736c3a081d2f774acd description: '' gh_license: NOASSERTION @@ -87608,8 +92297,8 @@ https://github.com/DataCater/datacater: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/DataExpert-io/data-engineer-handbook: + addition_method: manual content_hash: 18c30535f977e1368d0dd244ae51f60dfab965012bb97bf633c82b8d375e18f3 description: '' health_score: 100.0 @@ -87626,8 +92315,8 @@ https://github.com/DataExpert-io/data-engineer-handbook: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/DevOps-Nirvana/Grafana-Dashboards: + addition_method: manual content_hash: 8a4e7fe06ea9f3a34732297cc7d94bbb651a23b2b9950bac24e78971e79cb8ac description: '' gh_license: MIT @@ -87646,8 +92335,8 @@ https://github.com/DevOps-Nirvana/Grafana-Dashboards: v2_locations: - grafana.md year: N/A - addition_method: manual https://github.com/DevOps-Nirvana/Kubernetes-Volume-Autoscaler: + addition_method: manual content_hash: 11b0392963ce81e14ceb5355c481b054fab82f21bca94550fc93cbaba666b618 description: '' gh_license: Apache-2.0 @@ -87666,8 +92355,8 @@ https://github.com/DevOps-Nirvana/Kubernetes-Volume-Autoscaler: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/DevOps-Projects-Ideas/DevOps-Books: + addition_method: manual content_hash: 5d939e562c67450f29c5e90e44faf66e7eb86097da823ea0abb91c2e2b8adab4 description: '' gh_license: MIT @@ -87689,8 +92378,8 @@ https://github.com/DevOps-Projects-Ideas/DevOps-Books: - index.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/DevOpsHiveHQ/kubech: + addition_method: manual content_hash: 782c1d706354054e86d15a9700471f1085fcc7c76e1e46484b0f23251f589fd9 gh_license: Apache-2.0 gh_pushed: '2025-04-23T20:55:58Z' @@ -87705,8 +92394,8 @@ https://github.com/DevOpsHiveHQ/kubech: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/DhruvinSoni30/Terraform_multiple_modules: + addition_method: manual content_hash: 461a46790688ee78db599c985a3a93e760b7b314eacbfc692d9f2258e55bf557 description: '' health_score: 100.0 @@ -87722,8 +92411,8 @@ https://github.com/DhruvinSoni30/Terraform_multiple_modules: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/DontShaveTheYak/jenkins-std-lib: + addition_method: manual content_hash: 6c88371709d233bfc7dde92f238bb2c12b6d2fd41f070f9bd330fa90fe2b14dd description: '' gh_license: GPL-3.0 @@ -87742,8 +92431,8 @@ https://github.com/DontShaveTheYak/jenkins-std-lib: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/Droogans/unmaintainable-code: + addition_method: manual content_hash: b40fed3609aaf23a2cea0a8e913a02a569aa8144f533ec52fb9dcb72a5ab2c7e description: '' health_score: 100.0 @@ -87753,8 +92442,45 @@ https://github.com/Droogans/unmaintainable-code: title: Droogans/How To Write Unmaintainable Code v1_locations: [] year: N/A - addition_method: manual +https://github.com/DustinBrett/daedalOS: + addition_method: automatic + ai_summary: An advanced web-based desktop environment that showcases the capabilities + of modern web browsers. Built entirely in React and TypeScript, it features an + interactive file system, terminal emulator, built-in DOS-emulators, dynamic wallpapers, + and drag-and-drop file operations. This serves as a premier technical reference + for architectural complex SPA layouts and rich browser-native simulations. + category: demos + complexity: Advanced + content_hash: 4f9d0fa1af4624596ee1631f3b4bbbc6468c94224cee3b8b27c7689e46406ed0 + description: A robust browser-based desktop environment simulating a fully featured + operating system, built with React, TypeScript, and WebAssembly. + gh_license: MIT + gh_pushed: '2026-05-31T06:26:10Z' + gh_stars: 12854 + hierarchy: + - Frontend Development + - Web Environments + - Browser Operating Systems + - JavaScript Runtimes + is_microservice: false + language: en + last_checked: 1780352571.556314 + reputation_status: Vetted + reputation_summary: Extremely well-received project within the JS/TS developer ecosystem, + heavily vetted on Hacker News and Reddit with positive consensus. + resource_type: Repository + social_preview_url: https://repository-images.githubusercontent.com/286179743/f9241c4c-9e1d-4104-b908-470affe44c34 + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: web-environments + tags: + - '[ENTERPRISE-STABLE]' + - '[COMMUNITY-TOOL]' + title: daedalOS - Desktop Environment in the Browser + year: '2022' https://github.com/Efrat19/kubeload: + addition_method: manual content_hash: 83b8128bcb4ccd6268cfef553e89c9c9c3b809f9beea26c086bcec223d5fbdb9 description: '' health_score: 100.0 @@ -87770,8 +92496,8 @@ https://github.com/Efrat19/kubeload: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/ElYusubov/AWESOME-Azure-Bicep: + addition_method: manual content_hash: e48b38ddcc7a93a6de81a98b71205d751ec51215ce248c77dd3afcce68230fdc description: '' gh_license: CC0-1.0 @@ -87791,8 +92517,8 @@ https://github.com/ElYusubov/AWESOME-Azure-Bicep: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/ElanShudnow/AzureCode: + addition_method: manual content_hash: eb9d65f4db34173be29266fe58681c73fbe36b90fb3eaf0e907c49b56d4497f8 description: '' gh_license: MIT @@ -87811,8 +92537,8 @@ https://github.com/ElanShudnow/AzureCode: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/ElanShudnow/AzureCode/blob/main/PowerShell/AzVNETOverlap/README.md: + addition_method: manual content_hash: c5e944e995d7bfe4415a6fd79329c7cdb1a6d4f27fbc03179d11c3cd55b2fc59 description: '' gh_license: MIT @@ -87831,8 +92557,8 @@ https://github.com/ElanShudnow/AzureCode/blob/main/PowerShell/AzVNETOverlap/READ v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/ElanShudnow/AzureCode/tree/main/PowerShell/AzResourceMoveSupport: + addition_method: manual content_hash: a5b32a38643c1ab7acaf54aade9023fb50ab60ab4152b779ccf029420db10a33 description: '' gh_license: MIT @@ -87851,8 +92577,8 @@ https://github.com/ElanShudnow/AzureCode/tree/main/PowerShell/AzResourceMoveSupp v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/ElementTech/kube-reqsizer: + addition_method: manual content_hash: bf7c067543e5dd8c3f2a18a1f30ea044a3c3a0b4023a322c766eaf66f13b0252 description: '' health_score: 100.0 @@ -87868,8 +92594,8 @@ https://github.com/ElementTech/kube-reqsizer: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/Email-Dashboard/Email-Dashboard: + addition_method: manual ai_summary: Curator Insight introduces this dashboard tool for managing and viewing inbound emails from servers. Live Grounding notes it's a helpful utility for testing email pipelines locally during microservice integrations. @@ -87899,8 +92625,45 @@ https://github.com/Email-Dashboard/Email-Dashboard: v2_locations: - golang.md year: N/A - addition_method: manual +https://github.com/ExtendDB/extenddb/pull/54: + addition_method: automatic + ai_summary: A community-contributed pull request for ExtendDB (an open-source, DynamoDB-compatible + adapter written in Rust) that implements a functional storage backend using Amazon + Route 53 DNS. The implementation encodes database items as base64 strings stored + inside Route 53 TXT records, serving as both a technical proof of concept for + ExtendDB’s pluggable storage traits and a playful community experiment. + category: aws-data + complexity: Advanced + content_hash: a915f5d892d0b5cc9d3a31963caaf52db742427840aaa6ee14e43fc02e971369 + description: Corey Quinn's pull request adding Route 53 storage backend for ExtendDB. + gh_license: Apache-2.0 + gh_pushed: '2026-06-01T22:00:29Z' + gh_stars: 384 + hierarchy: + - AWS Architecture + - Databases + - DynamoDB Storage Adapters + is_microservice: false + language: en + last_checked: 1780352292.588492 + reputation_status: Vetted + reputation_summary: A humorously brilliant but technically impressive demonstration + by Corey Quinn, widely discussed in the AWS developer community as a proof of + concept for ExtendDB's pluggable storage adapter. + resource_type: tools + social_preview_url: https://opengraph.githubassets.com/d504e2bae65a61e32719daa25cf390b030f8abfbae8b0437cadc2142e561a433/ExtendDB/extenddb/pull/54 + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: '' + tags: + - COMMUNITY-TOOL + - EMERGING + title: 'feat(storage): add Route 53 backend (TXT records, base64-encoded items, + the works)' + year: '2026' https://github.com/FairwindsOps/gemini: + addition_method: manual content_hash: e5dd508dab4bf90f50a86f906e2c250bfae0002b55f5f5772c41328614f894bc description: '' gh_license: Apache-2.0 @@ -87919,8 +92682,8 @@ https://github.com/FairwindsOps/gemini: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/FairwindsOps/goldilocks: + addition_method: manual content_hash: 3bec3036ab7946085be258c79d8334fcc870699dff3eb7cdf73a2581198cef7c description: '' gh_license: Apache-2.0 @@ -87942,8 +92705,8 @@ https://github.com/FairwindsOps/goldilocks: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/FairwindsOps/gonogo: + addition_method: manual content_hash: 9628f202e61203b30608772546d5077b035b639a3e21172f5d8baee5a4a945da description: '' gh_license: Apache-2.0 @@ -87962,8 +92725,8 @@ https://github.com/FairwindsOps/gonogo: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/FairwindsOps/pluto: + addition_method: manual content_hash: 00bc58712c4fefcd04ba0e46f3de7b55fc2d74cb26d72eddba63a434102b5fb4 description: '' gh_license: Apache-2.0 @@ -87983,8 +92746,8 @@ https://github.com/FairwindsOps/pluto: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/FairwindsOps/polaris: + addition_method: manual content_hash: b2da4d67193ba4cc00733a450b9b4cf2de0f1de4b56618fbfb510023ba6fc8ed description: '' gh_license: Apache-2.0 @@ -88005,8 +92768,8 @@ https://github.com/FairwindsOps/polaris: - kubernetes-tools.md - yaml.md year: N/A - addition_method: manual https://github.com/FairwindsOps/rbac-manager: + addition_method: manual content_hash: 7ee0bc4387693f900b3e981dd20df126782a7bb239d9e156704e8d7ab7a44959 description: '' gh_license: Apache-2.0 @@ -88025,8 +92788,8 @@ https://github.com/FairwindsOps/rbac-manager: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/FairwindsOps/saffire: + addition_method: manual content_hash: f90342d720631ce03d145a4da1d12421bd7e101d874c890f8852260d3317602b description: '' gh_license: Apache-2.0 @@ -88045,8 +92808,8 @@ https://github.com/FairwindsOps/saffire: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/G-Research/armada: + addition_method: manual content_hash: fa063713abf13551d43ac54d963523f81ddf0f9c081dbf2ee007387866ec889d description: '' health_score: 100.0 @@ -88056,8 +92819,8 @@ https://github.com/G-Research/armada: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/GalleyBytes/terraform-operator: + addition_method: manual content_hash: bbdd21ccb68f68f7246e54a2c94c62d3a1ea61d50dc45d38cb67655431c88206 gh_license: Apache-2.0 gh_pushed: '2025-12-09T04:52:15Z' @@ -88072,8 +92835,8 @@ https://github.com/GalleyBytes/terraform-operator: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://github.com/GambitResearch/kubeonoff: + addition_method: manual content_hash: ea2c74a01198a11f02526f689fae8ada8e5daf923df7177c39c0b9e70c7d935b description: '' gh_license: MIT @@ -88092,8 +92855,8 @@ https://github.com/GambitResearch/kubeonoff: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/GhostWriters/DockSTARTer: + addition_method: manual ai_summary: A user-friendly CLI utility designed to simplify the configuration and installation of self-hosted server software via structured Docker Compose patterns. Serves as a solid entry point for containerization concepts in local server and @@ -88128,8 +92891,8 @@ https://github.com/GhostWriters/DockSTARTer: - docker.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/GitCredentialManager/git-credential-manager: + addition_method: manual content_hash: dd260b672af5cf39e8805dc84d087cb581fe46d4675ed61c72c950ce63769d20 description: '' health_score: 100.0 @@ -88139,8 +92902,8 @@ https://github.com/GitCredentialManager/git-credential-manager: v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.com/GitHubSecurityLab/actions-permissions: + addition_method: manual content_hash: c5e6bbcefdad668b698aaa3970afb1e2805c008208323b96ff1ee76ad2d77436 description: '' gh_license: MIT @@ -88160,8 +92923,8 @@ https://github.com/GitHubSecurityLab/actions-permissions: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/GoodforGod/java-logger-benchmark: + addition_method: manual content_hash: 3a6e2ecd737fee6b34701c56998b3c0366cd9f0406079501b4cd18f1aa96fb40 description: '' gh_license: Apache-2.0 @@ -88180,8 +92943,8 @@ https://github.com/GoodforGod/java-logger-benchmark: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform: + addition_method: manual content_hash: 431ad4cb53e942bc4fbc3765de953c7533dbca1c438810e28594bf570803e215 description: '' health_score: 100.0 @@ -88199,8 +92962,8 @@ https://github.com/GoogleCloudPlatform: - GoogleCloudPlatform.md - demos.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform/awesome-google-cloud: + addition_method: manual content_hash: b3375081e95ab2709d8bb1f7065dce3f5a5b8c503a772ab4c610515c8f43a365 description: '' gh_license: CC-BY-4.0 @@ -88220,8 +92983,8 @@ https://github.com/GoogleCloudPlatform/awesome-google-cloud: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform/buildpacks: + addition_method: manual content_hash: e4c4a2f714b992395961d8c5928955dbb0e1baa35c0076798ab31678f36b1954 description: '' gh_license: Apache-2.0 @@ -88240,8 +93003,8 @@ https://github.com/GoogleCloudPlatform/buildpacks: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform/click-to-deploy/tree/master/k8s/sonarqube: + addition_method: manual ai_summary: A Google Cloud Platform blueprint repository designed to ease the deployment of SonarQube on Google Kubernetes Engine (GKE) via highly standardized manifest suites. @@ -88272,8 +93035,8 @@ https://github.com/GoogleCloudPlatform/click-to-deploy/tree/master/k8s/sonarqube v2_locations: - sonarqube.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform/cloud-code-samples: + addition_method: manual content_hash: 2e142b0405ee6a441a15033bbb35c1b26a58d5e1f19b63c670f61d154d2a1192 description: '' gh_license: 0BSD @@ -88296,8 +93059,8 @@ https://github.com/GoogleCloudPlatform/cloud-code-samples: - demos.md - devops.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform/elcarro-oracle-operator: + addition_method: manual content_hash: fb69003a1f8a5f6d35e0a1ec90de820ff000b2ba0d5b9203fcca61f8b465ab0e description: '' gh_license: Apache-2.0 @@ -88316,8 +93079,8 @@ https://github.com/GoogleCloudPlatform/elcarro-oracle-operator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform/golang-samples: + addition_method: manual ai_summary: Curator Insight outlines a large collection of idiomatic examples for utilizing Google Cloud APIs within Go applications. Live Grounding proves its importance for production engineering teams using services like BigQuery, Cloud @@ -88349,8 +93112,8 @@ https://github.com/GoogleCloudPlatform/golang-samples: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform/k8s-config-connector: + addition_method: manual content_hash: f961070ead418e1b5e3eac9ce6450e971f17b65eeff15e13bf2d8130ad99d137 description: '' gh_license: Apache-2.0 @@ -88369,8 +93132,8 @@ https://github.com/GoogleCloudPlatform/k8s-config-connector: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: + addition_method: manual ai_summary: The Google Secret Manager provider for the Secrets Store CSI Driver allows mounting secrets stored in GCP Secret Manager directly into Kubernetes Pods as volumes. By utilizing CSI mounts, applications can access keys natively @@ -88402,8 +93165,8 @@ https://github.com/GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/GoogleCloudPlatform/terraformer: + addition_method: manual content_hash: 4c14f43f68a58826ed21dbb8d8595429129c1a43fbb77c31a7c6922a5740a0d4 description: '' gh_license: Apache-2.0 @@ -88422,8 +93185,8 @@ https://github.com/GoogleCloudPlatform/terraformer: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/GoogleContainerTools/container-structure-test: + addition_method: manual ai_summary: Google's framework for validating the structural integrity of container images without executing them. Features extensive support for validating specific commands, file system hierarchies, content parameters, and permissions inside @@ -88454,8 +93217,8 @@ https://github.com/GoogleContainerTools/container-structure-test: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/GoogleContainerTools/jib: + addition_method: manual content_hash: 78fc490bad61ff886aa896300605b43f81bd3ff7b429ac8b2666996a41a05419 description: '' gh_license: Apache-2.0 @@ -88474,8 +93237,8 @@ https://github.com/GoogleContainerTools/jib: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/GoogleContainerTools/kaniko: + addition_method: manual content_hash: 5549f618604c7a812ebd538d68888c13b74d54663ffed4ba15bddbfaee1c79bc description: '' gh_license: Apache-2.0 @@ -88496,8 +93259,8 @@ https://github.com/GoogleContainerTools/kaniko: - kubernetes-tools.md - docker.md year: N/A - addition_method: manual https://github.com/HewlettPackard/terraschema: + addition_method: manual content_hash: 56d28c0f7c01ea7b5f38bd846b7412fd254c600dfdf7e6576f1c43902824721b description: '' gh_license: MIT @@ -88520,8 +93283,8 @@ https://github.com/HewlettPackard/terraschema: - iac.md - terraform.md year: N/A - addition_method: manual https://github.com/HolmesGPT/holmesgpt: + addition_method: manual ai_summary: 'Curator Insight: An AI-driven troubleshooting assistant for Kubernetes clusters by Robusta. @@ -88556,8 +93319,8 @@ https://github.com/HolmesGPT/holmesgpt: - ai.md - ai-agents-mcp.md year: '2024' - addition_method: manual https://github.com/HopopOps/k8s-ldap-auth: + addition_method: manual content_hash: a01b5c8ed749400c7ab239a0f0a7d533adc2799509816ea9a00ea97a2e633c96 gh_license: MPL-2.0 gh_pushed: '2026-05-19T06:07:16Z' @@ -88572,8 +93335,8 @@ https://github.com/HopopOps/k8s-ldap-auth: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/IBM/CP4MCM-SDK: + addition_method: manual content_hash: e3d66423e10268c139843065bffb6358c23dfdb070a27b796a864a15ceea8475 description: '' gh_license: Apache-2.0 @@ -88592,8 +93355,8 @@ https://github.com/IBM/CP4MCM-SDK: v2_locations: - ibm_cloud.md year: N/A - addition_method: manual https://github.com/IBM/argocd-vault-plugin: + addition_method: manual content_hash: bacdb3b79f20c82c07dcabd131068baa6a41a9fd000e0061f4269359f582cd5d description: '' health_score: 100.0 @@ -88603,8 +93366,8 @@ https://github.com/IBM/argocd-vault-plugin: v1_locations: - docs/argo.md year: N/A - addition_method: manual https://github.com/IBM/varnish-operator: + addition_method: manual content_hash: f14866d050d9b7b9479b06e636a282fd3ea681d5364fe2cfc2b8a9cbccf47e38 description: '' gh_license: Apache-2.0 @@ -88623,8 +93386,8 @@ https://github.com/IBM/varnish-operator: v2_locations: - caching.md year: N/A - addition_method: manual https://github.com/Ileriayo/markdown-badges: + addition_method: manual ai_summary: 'A massive curated catalog of dynamic, consistent, and beautiful SVG shields and badges for GitHub repositories. It supports a wide array of languages, frameworks, cloud providers, and developer tools. Double-Evidence: The catalog @@ -88657,8 +93420,8 @@ https://github.com/Ileriayo/markdown-badges: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://github.com/Isan-Rivkin/kube_query: + addition_method: manual content_hash: f770c2456de05e78244bd2d5650c5037f62648e6059a4490f4c829fba829b951 description: '' gh_license: Apache-2.0 @@ -88677,8 +93440,8 @@ https://github.com/Isan-Rivkin/kube_query: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/IvanJosipovic/KubeUI: + addition_method: manual ai_summary: A native, desktop-optimized UI designed to stream, monitor, and interact with live cluster metrics and objects. Enhances developer agility through dynamic views of multi-cluster namespaces, container outputs, and active workload parameters. @@ -88712,8 +93475,8 @@ https://github.com/IvanJosipovic/KubeUI: - kubernetes-tools.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/JFolberth/TheYAMLPipelineOne: + addition_method: manual content_hash: a8bba28939d632d8db343e0ce7122d56c8cdd6d044201c9be8efde952b1f7d9b description: '' gh_license: MIT @@ -88732,8 +93495,8 @@ https://github.com/JFolberth/TheYAMLPipelineOne: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/JFryy/qq: + addition_method: manual ai_summary: A handy command-line parser that supports querying across multiple configuration standards including TOML, JSON, and YAML. It provides a consistent query language, easing configuration data conversions. @@ -88764,8 +93527,8 @@ https://github.com/JFryy/qq: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/JPCERTCC/LogonTracer: + addition_method: manual content_hash: c37c57af01cd0d7cffa23c3c33198ce0e610b3bb4b5465114d1ee8ba0313b2d1 description: '' gh_license: NOASSERTION @@ -88784,8 +93547,8 @@ https://github.com/JPCERTCC/LogonTracer: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/JamesTGrant/kubectl-debug: + addition_method: manual content_hash: d1745da922e0a7ed091c3f104317345debae9e48c30d01138e4a210c65814165 description: '' gh_license: Apache-2.0 @@ -88806,8 +93569,8 @@ https://github.com/JamesTGrant/kubectl-debug: - kubernetes-tools.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes: + addition_method: manual content_hash: 122aa535b5787cf3c36d0ca2bc7b0f6bb5556a3efb2ff8e41018a31f40ece85b description: '' gh_license: NOASSERTION @@ -88826,8 +93589,8 @@ https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/JovianX/Service-Hub: + addition_method: manual content_hash: 830e319eac60c01930e8c6892355613459a6151d820133cadd4a2daa3325c9f1 description: '' gh_license: Apache-2.0 @@ -88846,8 +93609,8 @@ https://github.com/JovianX/Service-Hub: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/JovianX/helm-release-plugin: + addition_method: manual ai_summary: A lightweight plugin to facilitate Helm release management, providing extra commands to inspect, export, and manipulate releases. It simplifies operations for cluster administrators dealing with multi-release drift. @@ -88877,8 +93640,8 @@ https://github.com/JovianX/helm-release-plugin: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/JulianHayward/AzADServicePrincipalInsights: + addition_method: manual content_hash: bb715ee94d54478241dd269201f2486027c124c04cd5ed4ad19f9ad5d76ff178 description: '' gh_license: MIT @@ -88897,8 +93660,8 @@ https://github.com/JulianHayward/AzADServicePrincipalInsights: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/Juniper/Junos-terraform: + addition_method: manual content_hash: 89231b644330502e1ec08f800e51361a06bc7f1b1e48dc78cb8677945f03fe54 description: '' gh_license: Apache-2.0 @@ -88917,8 +93680,8 @@ https://github.com/Juniper/Junos-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/Juniper/contrail-docker/wiki/Configure-docker-service-to-use-insecure-registry: + addition_method: manual ai_summary: A historic wiki page detailing Docker daemon changes needed to whitelist unencrypted private registries. It is classified as legacy due to lack of commits in more than four years. @@ -88948,8 +93711,8 @@ https://github.com/Juniper/contrail-docker/wiki/Configure-docker-service-to-use- v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/K8Studio/K8studio: + addition_method: manual ai_summary: A fully featured graphical interface focused on presenting an interactive node topology graph to help operators visualize resource allocation and connectivity maps. @@ -88976,8 +93739,8 @@ https://github.com/K8Studio/K8studio: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/KWasm/podman-wasm: + addition_method: manual content_hash: f254b3d9bb2dddcfcffaa8323709cecd53c76af82fc2d4cbb6ba880484033752 description: '' gh_license: Apache-2.0 @@ -88996,8 +93759,8 @@ https://github.com/KWasm/podman-wasm: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/KnicKnic/temp-kubernetes-ci: + addition_method: manual content_hash: 37f66908f3d84b0cfe979fad1b98ffb071f1b6a471f1ebf0fd35b7b7f0d0f269 description: '' gh_license: Apache-2.0 @@ -89016,8 +93779,8 @@ https://github.com/KnicKnic/temp-kubernetes-ci: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Kubeinit/kubeinit: + addition_method: manual content_hash: 30030a2ad117765656888aa3efc1f8a879dd1cab246b8bed321c75e6869c73f3 description: '' gh_license: Apache-2.0 @@ -89036,8 +93799,8 @@ https://github.com/Kubeinit/kubeinit: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Kubermatic/Kubermatic: + addition_method: manual content_hash: 698ae17261cd088111a4d11d3775ae9c4ae16c62f86a0de8983a02ef6df703d4 description: '' gh_license: NOASSERTION @@ -89056,8 +93819,45 @@ https://github.com/Kubermatic/Kubermatic: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual +https://github.com/KurtGokhan/tegaki: + addition_method: automatic + ai_summary: 'Curator Insight: An innovative frontend library that bypasses the need + for complex, manual SVG path tracing or heavy Lottie files by dynamically converting + Google Fonts into animated stroke-by-stroke handwriting. Live Grounding (MCP): + Production performance checks confirm the library uses a highly optimized custom + rasterization and distance transform image processing pipeline, natively supporting + React, Svelte, Vue, Astro, and vanilla JavaScript layouts with low execution overhead.' + category: javascript + complexity: Intermediate + content_hash: 94af03c7cbccc30053e2e1a8d55b817492ac1898d960848d0ea65351c96319de + description: Handwriting animation for the web supporting custom text, natural timing, + and multi-framework integration. + gh_license: MIT + gh_pushed: '2026-05-27T16:38:21Z' + gh_stars: 2661 + hierarchy: + - Frontend Development + - Web Animation + - Typography Tools + is_microservice: false + language: English + last_checked: 1780352705.314522 + reputation_status: Vetted + reputation_summary: Highly praised across frontend developer forums and Trendshift + for its novel approach to real-time handwriting simulation without manual SVG + path design. + resource_type: repository + social_preview_url: https://repository-images.githubusercontent.com/1194746675/11ef7275-f0dc-4e2c-aa37-fa99910d0f1a + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: '' + tags: + - COMMUNITY-TOOL + title: Tegaki turns any Google Font into animated handwriting + year: '2026' https://github.com/KusionStack/kusion: + addition_method: manual content_hash: 2cd68d99e09c2f043f947a636db779b2493944e02ae669ba1c9df8b96a6a03e9 description: '' gh_license: Apache-2.0 @@ -89076,8 +93876,8 @@ https://github.com/KusionStack/kusion: v2_locations: - devops.md year: N/A - addition_method: manual https://github.com/Kyrremann/kubectl-eksporter: + addition_method: manual content_hash: 00470afeddc5ab436af6236f07d9e1e8281b9f868578ae7fa4edd3e4f8e33e35 description: '' gh_license: GPL-3.0 @@ -89096,8 +93896,8 @@ https://github.com/Kyrremann/kubectl-eksporter: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/LeCoupa/awesome-cheatsheets: + addition_method: manual content_hash: c1cb8f7dc3a8ea050fb502a814cd2fe11811d445819b0895993c0872226d7e07 description: '' gh_license: MIT @@ -89116,8 +93916,8 @@ https://github.com/LeCoupa/awesome-cheatsheets: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/LerryAlexander/postman_jenkins_api_tests: + addition_method: manual content_hash: 685c6ee914595c89b7b648e4e2a91a22f2a193a226bf058e4ca62641914ff3b9 description: '' health_score: 100.0 @@ -89134,8 +93934,8 @@ https://github.com/LerryAlexander/postman_jenkins_api_tests: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/Levi-Michael/boto3-ec2-s3-management: + addition_method: manual content_hash: deadc4b406decdb32c215b6271a7a90853038e8c5247e00576e7f442ce2112ae description: '' health_score: 100.0 @@ -89152,8 +93952,8 @@ https://github.com/Levi-Michael/boto3-ec2-s3-management: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/Lightning-AI/engineering-class: + addition_method: manual ai_summary: An open educational repository containing modern software engineering practices tailored for artificial intelligence researchers and engineers. Focuses on bridging the gap between raw research scripting and enterprise-grade deployment @@ -89182,8 +93982,8 @@ https://github.com/Lightning-AI/engineering-class: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/Lightning-AI/engineering-class/blob/main/ep08-github-pr/Ep08-ShowNotes.md: + addition_method: manual ai_summary: An explicit educational module detailing how to set up clean, well-documented pull requests. Emphasizes commit hygiene, interactive rebases, and peer feedback strategies to accelerate CI feedback loops. @@ -89211,8 +94011,8 @@ https://github.com/Lightning-AI/engineering-class/blob/main/ep08-github-pr/Ep08- v2_locations: - git.md year: N/A - addition_method: manual https://github.com/Lightning-AI/engineering-class/blob/main/ep09-github-collab/Ep09-ShowNotes.md: + addition_method: manual content_hash: ab1ec6988565d7ff9e31fa4965e394b1d3ff77dde4d99e36ffdd59d020b68af6 description: '' health_score: 100.0 @@ -89224,8 +94024,8 @@ https://github.com/Lightning-AI/engineering-class/blob/main/ep09-github-collab/E v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.com/LovesCloud/java-groovy-docker: + addition_method: manual content_hash: f286914fa12dceff6cce0778dc313c171156680b209e96ac3cada7a2a10715fe description: '' health_score: 100.0 @@ -89236,8 +94036,8 @@ https://github.com/LovesCloud/java-groovy-docker: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://github.com/LukeMwila/bootstrap-rke-cluster-in-aws: + addition_method: manual content_hash: 588d9e4c6e2c0c0234a36386b4c9fc2f4ded1451a954ad900cc1bab3985ba370 description: '' gh_license: MIT @@ -89256,8 +94056,8 @@ https://github.com/LukeMwila/bootstrap-rke-cluster-in-aws: v2_locations: - rancher.md year: N/A - addition_method: manual https://github.com/MOZGIII/port-map-operator: + addition_method: manual content_hash: 74ee4912bed16e7a635bd994083c434497eedae8802dac222c866279174e5426 description: '' gh_license: MIT @@ -89276,8 +94076,8 @@ https://github.com/MOZGIII/port-map-operator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Maelstromage/Log4jSherlock: + addition_method: manual ai_summary: A Python-based utility script designed to scan compiled archives (JAR, WAR, EAR) for compromised class files related to the Log4j CVEs. While useful for offline forensic evaluations, low community activity renders this a secondary @@ -89308,8 +94108,8 @@ https://github.com/Maelstromage/Log4jSherlock: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/ManagedKube/kubernetes-common-services: + addition_method: manual content_hash: 76435369d8d8b290778172dda4bbad1b1964b8d830aa06e18bdb0425b4960b29 description: '' gh_license: Apache-2.0 @@ -89328,8 +94128,8 @@ https://github.com/ManagedKube/kubernetes-common-services: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ManagedKube/kubernetes-development-environment-in-a-box: + addition_method: manual ai_summary: An early development framework that packaged Vagrant and VirtualBox configurations for running local multi-node clusters. The repository is unmaintained, as developers have largely shifted to containerized runtimes like kind or k3d. @@ -89359,8 +94159,8 @@ https://github.com/ManagedKube/kubernetes-development-environment-in-a-box: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/Masterminds/sprig: + addition_method: manual ai_summary: Curator Insight presents Sprig as a comprehensive library of template functions for Go, heavily utilized in Helm charts. Live Grounding confirms its status as an industry-standard dependency for dynamic Helm manifest generation, @@ -89391,8 +94191,8 @@ https://github.com/Masterminds/sprig: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/Mathieu-Desrochers/Learning-Go: + addition_method: manual ai_summary: Curator Insight covers personal coding exercises and challenges compiled while learning Go. Live Grounding confirms it's a small-scale individual repository with low public impact. @@ -89419,8 +94219,8 @@ https://github.com/Mathieu-Desrochers/Learning-Go: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/MatthewCYLau/gcp-react-gke-terraform: + addition_method: manual content_hash: 804fe2c16a86327f60006d49854c2e3d0ea521c5aea51611c4cf63b12c2cabc2 description: '' health_score: 100.0 @@ -89437,8 +94237,8 @@ https://github.com/MatthewCYLau/gcp-react-gke-terraform: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/MatthewCYLau/node-express-typescript-k8-gke: + addition_method: manual content_hash: 54232271a033a19e4b91676855495049b4821a138337e31b938b6d5d214b4308 description: '' health_score: 100.0 @@ -89455,8 +94255,8 @@ https://github.com/MatthewCYLau/node-express-typescript-k8-gke: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/MichaelCade/90DaysOfDevOps: + addition_method: manual content_hash: a1fe19bca7a14189ca66d6efcf4d4c2420d2d52e48caf0ffb820efa91863b1d9 description: '' gh_license: NOASSERTION @@ -89476,8 +94276,8 @@ https://github.com/MichaelCade/90DaysOfDevOps: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/MichaelMure/git-bug: + addition_method: manual content_hash: f0339f91d23b113e5695f542dc00607970eb0fbe2ab67951bc045944b57aec84 description: '' health_score: 100.0 @@ -89487,8 +94287,8 @@ https://github.com/MichaelMure/git-bug: v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.com/Michaelpalacce/SimpleSecrets: + addition_method: manual content_hash: 2966734aa7fcebffdb89380fc7fb6f0350d5ca62f97ffcb884ff1144894d7b6b description: '' health_score: 100.0 @@ -89504,8 +94304,8 @@ https://github.com/Michaelpalacce/SimpleSecrets: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/Microsoft/azure-pipelines-tasks: + addition_method: manual content_hash: 089cfad9479f2a09702703f720100c150312ab62961d5cbbd5bb67569e2625e0 description: '' gh_license: MIT @@ -89524,8 +94324,8 @@ https://github.com/Microsoft/azure-pipelines-tasks: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/MiteshSharma/PrometheusWithGrafana: + addition_method: manual content_hash: 615b8df050aa76c724298f8bed6996098c7550479b34ae45eee2aab34d045163 description: '' gh_license: MIT @@ -89537,8 +94337,8 @@ https://github.com/MiteshSharma/PrometheusWithGrafana: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/MnrGreg/kubectl-node-restart: + addition_method: manual content_hash: 4cda894f82c39e81325129c4e69b2045d7da3d8a985c4fc621e5e246a1f83f48 description: '' gh_license: NOASSERTION @@ -89557,8 +94357,8 @@ https://github.com/MnrGreg/kubectl-node-restart: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Mr-Un1k0d3r/ATP-PowerShell-Scripts: + addition_method: manual content_hash: 7e02fecdb793a0c0b021f8a6e0b23cf9abed11a63e04debc50a1e5e53fd6dd98 description: '' health_score: 100.0 @@ -89574,8 +94374,8 @@ https://github.com/Mr-Un1k0d3r/ATP-PowerShell-Scripts: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/NCCloud/mayfly: + addition_method: manual content_hash: 2c8a29c2a1aaf2e5b74d2988bdff1dfad787569e0dbcbe10d1e934ea9755c94e description: '' gh_license: Apache-2.0 @@ -89594,8 +94394,8 @@ https://github.com/NCCloud/mayfly: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/NVIDIA/gpu-operator: + addition_method: manual ai_summary: 'Curator Insight: Kubernetes operator designed to automate the management of NVIDIA software components on nodes. @@ -89629,8 +94429,8 @@ https://github.com/NVIDIA/gpu-operator: - ai-agents-mcp.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/NVIDIA/k8s-device-plugin: + addition_method: manual content_hash: 234a1e94e10f66301a5b20fd4b0907489e7c02ed7f6af4abdf4a0712efe34225 description: '' gh_license: Apache-2.0 @@ -89651,8 +94451,8 @@ https://github.com/NVIDIA/k8s-device-plugin: - kubernetes-tools.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/NVIDIA/nvidia-docker/blob/8c0eeba474cace48fdb8216f518063db2bd2d4d1/tools/src/nvidia/volumes.go#L103: + addition_method: manual content_hash: 0d931ea56fe326116db8872658d316fc9713d53e5467f81cd192eab9e41551f6 gh_license: Apache-2.0 health_score: 100.0 @@ -89660,8 +94460,8 @@ https://github.com/NVIDIA/nvidia-docker/blob/8c0eeba474cace48fdb8216f518063db2bd needs_ai_refresh: true v1_locations: - docs/mlops.md - addition_method: manual https://github.com/Neoteroi/essentials-configuration-keyvault: + addition_method: manual ai_summary: A specialized package simplifying configuration ingestion from Azure Key Vault into modern Python-based applications. Standardizes secret retrieval patterns for backend frameworks. @@ -89691,8 +94491,8 @@ https://github.com/Neoteroi/essentials-configuration-keyvault: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/Netcracker/KubeMarine: + addition_method: manual content_hash: f1043841c0be89d2a7dc17b7cee8a50cfa7a51f15703d5ab73ee62b77cdfc451 description: '' gh_license: Apache-2.0 @@ -89711,8 +94511,8 @@ https://github.com/Netcracker/KubeMarine: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Netflix/SimianArmy/wiki/Chaos-Monkey: + addition_method: manual content_hash: 0bbf9c260e5a0ee5238cd134054c33a92032f4cbf23a879d31222ccd7d68b3d8 description: '' gh_license: Apache-2.0 @@ -89731,15 +94531,15 @@ https://github.com/Netflix/SimianArmy/wiki/Chaos-Monkey: v2_locations: - aws-backup.md year: N/A - addition_method: manual https://github.com/Netflix/consoleme: + addition_method: manual content_hash: a005d2fc4b19ea7d2b7398b1faffb405f676274e3979c0cb9383458fd5523675 health_score: 100.0 last_checked: 1779029502.949352 v1_locations: - docs/aws-security.md - addition_method: manual https://github.com/Netflix/metaflow: + addition_method: manual content_hash: 35bd1ece07b91b8ec876c7a4d5890e6931948f4cd0da3716a7f1d51f9f679ba5 description: '' gh_license: Apache-2.0 @@ -89758,8 +94558,8 @@ https://github.com/Netflix/metaflow: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/NielsRogge/Transformers-Tutorials: + addition_method: manual ai_summary: An exhaustive collection of Jupyter notebooks demonstrating practical implementations of Hugging Face Transformers. Covers fine-tuning, inference optimization, and deployment pipelines across vision, language, and multimodal tasks. @@ -89789,8 +94589,8 @@ https://github.com/NielsRogge/Transformers-Tutorials: v2_locations: - ai.md year: N/A - addition_method: manual https://github.com/NimbleArchitect/kubectl-ice: + addition_method: manual content_hash: dd5b62cfc3a3eda572d8749c072317e069d5d4ceec7a85a20e75c13712b10f14 description: '' gh_license: Apache-2.0 @@ -89809,8 +94609,53 @@ https://github.com/NimbleArchitect/kubectl-ice: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual +https://github.com/NirDiamant/agents-towards-production: + addition_method: automatic + ai_summary: 'This comprehensive open-source repository serves as an educational + playbook for designing and scaling production-grade Generative AI agents. It features + over 25 hands-on tutorials organized across ten critical pillars, including orchestration, + tool integration, observability (using LangSmith), memory management, and deployment + topologies (Docker/FastAPI). + + + Key features include: + + * Runnable Jupyter notebooks demonstrating architectural patterns like agent routing, + guardrails, and automated evaluation. + + * Practical multi-agent coordination frameworks suitable for enterprise-grade + applications.' + category: ai-agents-mcp + complexity: Advanced + content_hash: b5fac23b9bdad2934781537634d83b2fecf023454e5bfb2c21287e45a04ca0d5 + description: End-to-end, code-first tutorials for building production-grade GenAI + agents, from prototype to enterprise deployment. + gh_license: NOASSERTION + gh_pushed: '2026-05-31T11:47:45Z' + gh_stars: 20579 + hierarchy: + - Artificial Intelligence + - AI Agents + - Production Patterns + is_microservice: false + language: en + last_checked: 1780351994.342554 + reputation_status: Vetted + reputation_summary: Highly popular and active repository with over 20k stars, providing + code-first tutorials for building production-grade GenAI agents. + resource_type: Repository + social_preview_url: https://opengraph.githubassets.com/29c2dd7b3e86e8cf37ed16f5e74225dfd8f02fdd3789ecd07b882ca98aa11ab4/NirDiamant/agents-towards-production + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Agents Towards Production + year: '2026' https://github.com/Noovolari/awesome-cloudops: + addition_method: manual content_hash: 5fff8be4143c3d60d0e86c6a4cb9fbbddd3010f134a5874bb1fd316117fa782b description: '' health_score: 100.0 @@ -89827,8 +94672,8 @@ https://github.com/Noovolari/awesome-cloudops: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/NuGet/docs.microsoft.com-nuget/blob/main/docs/reference/nuspec.md: + addition_method: manual content_hash: af11b04f68c7577ca0f6dafefefa47258ff8d492c33ae991994d3161e2b2e32b description: '' gh_license: MIT @@ -89847,16 +94692,16 @@ https://github.com/NuGet/docs.microsoft.com-nuget/blob/main/docs/reference/nuspe v2_locations: - dotnet.md year: N/A - addition_method: manual https://github.com/OT-CONTAINER-KIT/k8s-vault-webhook: + addition_method: manual content_hash: 95e8877d3e9c6d74e1c1f346e13151fbe9d091e5aa6e9e02a3de075bb7ee88db health_score: 100.0 last_checked: 1779029732.681128 v1_locations: - docs/devsecops.md - docs/kubernetes-tools.md - addition_method: manual https://github.com/OT-CONTAINER-KIT/logging-operator: + addition_method: manual content_hash: 33685801668635abf726f10a409342380a7ec6041fc6dbf6254c25c6a0706edd description: '' gh_license: Apache-2.0 @@ -89875,8 +94720,8 @@ https://github.com/OT-CONTAINER-KIT/logging-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/OT-CONTAINER-KIT/mongodb-operator: + addition_method: manual content_hash: 4b7be0389a23b18b2e5ff57f23d9df77d1f83024660a3e19f6eddbf503448746 description: '' gh_license: Apache-2.0 @@ -89895,8 +94740,8 @@ https://github.com/OT-CONTAINER-KIT/mongodb-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/OT-CONTAINER-KIT/redis-operator: + addition_method: manual content_hash: 3bc731e40d539a1e133ddf7389460c63109c2252dee5d7ca156714e5534d7063 description: '' gh_license: Apache-2.0 @@ -89915,8 +94760,8 @@ https://github.com/OT-CONTAINER-KIT/redis-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/OWASP/www-project-kubernetes-top-ten: + addition_method: manual ai_summary: The official OWASP Kubernetes Top 10 project offers a structured framework for identifying and mitigating systemic security risks in container orchestration. Drawing from live cluster exploits and hardening data, this resource details top @@ -89948,8 +94793,8 @@ https://github.com/OWASP/www-project-kubernetes-top-ten: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/OctopusDeploy/Octopus-TeamCity: + addition_method: manual content_hash: e69eb3063e7d6d203fd1f2be5061a4072efc2e7bc2bc84281f8353732614fe0b description: '' gh_license: NOASSERTION @@ -89969,8 +94814,8 @@ https://github.com/OctopusDeploy/Octopus-TeamCity: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/OctopusDeploy/go-octopusdeploy: + addition_method: manual content_hash: c90c16fd84599f5f253b8d17f2191de0af188632de3591af1739dd260331fd30 description: '' gh_license: NOASSERTION @@ -89989,8 +94834,8 @@ https://github.com/OctopusDeploy/go-octopusdeploy: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/OpenFunction/OpenFunction: + addition_method: manual content_hash: 06f8a39ea102b2d7deaf205e8908fdf7b85a83722838262f9d5863fce69f9ce3 description: '' gh_license: Apache-2.0 @@ -90010,8 +94855,8 @@ https://github.com/OpenFunction/OpenFunction: v2_locations: - serverless.md year: N/A - addition_method: manual https://github.com/OpenHFT/Java-Thread-Affinity: + addition_method: manual ai_summary: Highly optimized library that binds Java execution threads to specific CPU cores. Mitigates task context-switching overhead in low-latency financial systems. @@ -90041,8 +94886,8 @@ https://github.com/OpenHFT/Java-Thread-Affinity: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://github.com/OpenSLO/OpenSLO: + addition_method: manual ai_summary: The open-source OpenSLO specification, which defines a vendor-agnostic standard for declaring SLOs, SLIs, and error budgets in YAML format. It enables platform engineers to implement declarative reliability metrics across diverse @@ -90073,8 +94918,8 @@ https://github.com/OpenSLO/OpenSLO: v2_locations: - sre.md year: N/A - addition_method: manual https://github.com/OpenShiftDemos: + addition_method: manual content_hash: 826418343f085ab7d6f38f30f9b2002d7fa0f8ead77b0fbdcc8b0f3ee8d90c8d description: '' health_score: 100.0 @@ -90090,8 +94935,8 @@ https://github.com/OpenShiftDemos: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/OpenShiftDemos/sonarqube-openshift-docker: + addition_method: manual content_hash: a9ee6c819fbf57514a51b2f6a5bf5f5416f61b937a68e68994a52f1a656944d8 description: '' health_score: 100.0 @@ -90107,8 +94952,8 @@ https://github.com/OpenShiftDemos/sonarqube-openshift-docker: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/OvidiuBorlean/kubectl-sockperf: + addition_method: manual content_hash: 65d38d11cedbadada703b554ac97eb0a8f7b02028e3076e551e7db83a0eb74fc description: '' health_score: 100.0 @@ -90124,8 +94969,8 @@ https://github.com/OvidiuBorlean/kubectl-sockperf: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/OvidiuBorlean/kubectl-windumps: + addition_method: manual ai_summary: A specialized kubectl plugin facilitating raw packet capturing on AKS Windows worker nodes. Live grounding indicates the repository has been inactive for over four years, yet it remains a valuable conceptual reference for troubleshooting @@ -90155,8 +95000,8 @@ https://github.com/OvidiuBorlean/kubectl-windumps: - managed-kubernetes-in-public-cloud.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/PacktPublishing/Kubernetes-in-Production-Best-Practices: + addition_method: manual content_hash: 25647a4cd596fb273c90f32a57f4565300218b7c9823576d32721d6ac353fc3d description: '' gh_license: MIT @@ -90175,8 +95020,8 @@ https://github.com/PacktPublishing/Kubernetes-in-Production-Best-Practices: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/PacktPublishing/The-Azure-Cloud-Native-Architecture-Mapbook: + addition_method: manual content_hash: 9cb5a24db068425b5a9b3f54920f4681885abd692339a358856a1f807c0355cc description: '' gh_license: MIT @@ -90195,8 +95040,8 @@ https://github.com/PacktPublishing/The-Azure-Cloud-Native-Architecture-Mapbook: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/PacoVK/tapir: + addition_method: manual content_hash: 0408ebd4347d9cbea83703d2b621fb52ddbfa52136b4566a850296d117098498 description: '' gh_license: Apache-2.0 @@ -90215,8 +95060,8 @@ https://github.com/PacoVK/tapir: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/PaloAltoNetworks/rbac-police: + addition_method: manual content_hash: 7a4101769a2c4d951f5d3e8f74b4047b8d7cffff4145536d035d862caad5d5f9 description: '' gh_license: MIT @@ -90235,8 +95080,8 @@ https://github.com/PaloAltoNetworks/rbac-police: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/PatrickJS/awesome-angular: + addition_method: manual content_hash: 65c9bdeb583596516752cfbd824c750bb7c1ccd93002f039aeda16c9053abff9 description: '' gh_license: CC0-1.0 @@ -90256,8 +95101,8 @@ https://github.com/PatrickJS/awesome-angular: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/PaulJuliusMartinez/jless: + addition_method: manual content_hash: 0e8b0c2ced272da94ed5550dfb4f1feaa53c68b18b9123dad872d168ed82bf8c description: '' gh_license: MIT @@ -90269,8 +95114,8 @@ https://github.com/PaulJuliusMartinez/jless: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/PhilippeChepy/exoscale-kubernetes-crio: + addition_method: manual ai_summary: A prototype repository demonstrating how to deploy an auto-scalable Kubernetes cluster on Exoscale utilizing Packer to build customized CRI-O images and Terraform for resource provisioning. Inactive, representing historical cloud-specific @@ -90298,8 +95143,8 @@ https://github.com/PhilippeChepy/exoscale-kubernetes-crio: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/PlasticSCM/trunk-mergebot: + addition_method: manual content_hash: 4fb1f52d49794ef82d619c094ff690294947d440768688fa18ef4dad5f172d0e description: '' health_score: 100.0 @@ -90315,8 +95160,8 @@ https://github.com/PlasticSCM/trunk-mergebot: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/Playtika/testcontainers-spring-boot: + addition_method: manual content_hash: 6b1de1f1975806dd7d20766df714ba8586e0c6ca623ef75222537e7302ab56dc description: '' health_score: 100.0 @@ -90327,8 +95172,8 @@ https://github.com/Playtika/testcontainers-spring-boot: - docs/java_frameworks.md - docs/qa.md year: N/A - addition_method: manual https://github.com/PlaytikaOSS/testcontainers-spring-boot: + addition_method: manual content_hash: 32e228a0e653f153405793a48735c56293110687582775b12fd8e22da14c239c gh_license: MIT gh_pushed: '2026-05-22T08:55:58Z' @@ -90345,8 +95190,8 @@ https://github.com/PlaytikaOSS/testcontainers-spring-boot: v2_locations: - java_frameworks.md - qa.md - addition_method: manual https://github.com/Portshift/Kubei: + addition_method: manual content_hash: 974f97dbec8aae433d1984e1ab2c41ce8519c60daacde65a2ec9a205684afda8 description: '' health_score: 100.0 @@ -90356,8 +95201,8 @@ https://github.com/Portshift/Kubei: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Portshift/kubei: + addition_method: manual content_hash: 974f97dbec8aae433d1984e1ab2c41ce8519c60daacde65a2ec9a205684afda8 description: '' health_score: 100.0 @@ -90367,8 +95212,8 @@ https://github.com/Portshift/kubei: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Praqma/helmsman: + addition_method: manual content_hash: 0f9d002d358ff471ce700abf16c261b6e563b0c25e1bbd45e240b9786e4a446b description: '' health_score: 100.0 @@ -90378,8 +95223,8 @@ https://github.com/Praqma/helmsman: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://github.com/PrasadG193/kyaml2go: + addition_method: manual content_hash: de3d8afc3d78ec62976c4c3894d4b2c21b403deb07fbf10082e0e4aafab733bf description: '' gh_license: Apache-2.0 @@ -90398,8 +95243,8 @@ https://github.com/PrasadG193/kyaml2go: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://github.com/Pscheidl/kubectl-explorer: + addition_method: manual content_hash: 52a47f8db982bb0f3baab72bd1b634e53e73672e27c0c09a8f376233ae822179 gh_license: Apache-2.0 gh_pushed: '2025-05-17T13:37:47Z' @@ -90414,8 +95259,8 @@ https://github.com/Pscheidl/kubectl-explorer: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/Pscheidl/kubexplorer: + addition_method: manual content_hash: b562806c87a82618b3ca395fe614657ebb1b39f49aafd47797ee2838adf193b7 description: '' health_score: 100.0 @@ -90425,8 +95270,8 @@ https://github.com/Pscheidl/kubexplorer: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/PyGithub/PyGithub: + addition_method: manual content_hash: 2498211a8c67c5f675ec93e06ad44db7328be57d7eade3d3dae7ad8caa413438 description: '' gh_license: LGPL-3.0 @@ -90445,8 +95290,8 @@ https://github.com/PyGithub/PyGithub: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/PyratLabs/ansible-role-k3s: + addition_method: manual content_hash: b90681d777b1b3fcf2f50b7a3c656e03e3cd10cbeed2564138e41ed412e7a864 description: '' gh_license: BSD-3-Clause @@ -90465,8 +95310,8 @@ https://github.com/PyratLabs/ansible-role-k3s: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/Qovery/Torii: + addition_method: manual content_hash: 8f40d5792c2432c16743de893b3e78fd4875d95005edfac3dd7d407267b886ae description: '' gh_license: GPL-3.0 @@ -90485,8 +95330,8 @@ https://github.com/Qovery/Torii: v2_locations: - devops.md year: N/A - addition_method: manual https://github.com/Qovery/engine: + addition_method: manual content_hash: f8388e431919cbf792c57f9c55e77c67f2a3188d9dbd2d9042f99b469e94c405 description: '' gh_license: GPL-3.0 @@ -90505,8 +95350,8 @@ https://github.com/Qovery/engine: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Qovery/pleco: + addition_method: manual content_hash: 26703e33d15988bb18f88f699631753b77bbc01a3ae6c528138740edd0806343 description: '' gh_license: Apache-2.0 @@ -90525,8 +95370,8 @@ https://github.com/Qovery/pleco: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Quentin-M/etcd-cloud-operator: + addition_method: manual content_hash: c035bbca5b1621abcf8db7fc9c70ce275fffafe66b882095112839ceb4e0e4b5 description: '' gh_license: Apache-2.0 @@ -90545,8 +95390,8 @@ https://github.com/Quentin-M/etcd-cloud-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/Radware/radware-ansible: + addition_method: manual content_hash: 78e7074d642934692a21e143639f97f29f0fb05a756f551f9fcaf3073db61e3f description: '' gh_license: GPL-3.0 @@ -90565,8 +95410,8 @@ https://github.com/Radware/radware-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/Ramilito/kubediff: + addition_method: manual content_hash: 1f0c6d67036c78fcc64323475433be29fb1db5472ef07e364334d49d6bb9ccc8 description: '' gh_license: MIT @@ -90585,8 +95430,8 @@ https://github.com/Ramilito/kubediff: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Ramilito/kubesess: + addition_method: manual content_hash: d2a4d8e731cd0408d6a4f848093e6c4f8e92c9d3b876c9babafca131910ea0d8 description: '' gh_license: MIT @@ -90605,8 +95450,8 @@ https://github.com/Ramilito/kubesess: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/Reaimua/AWS-CLI-Uploader-Project: + addition_method: manual content_hash: d6159322d5eec32bc80e42fded054344b3be2c5785ac27ed74b1236e42380286 description: '' health_score: 100.0 @@ -90622,8 +95467,8 @@ https://github.com/Reaimua/AWS-CLI-Uploader-Project: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/ReallyLiri/kubescout: + addition_method: manual content_hash: 7846df0f9ad649d46e56fd856924400a4dafcfbefbc4c73825775adf74079c81 description: '' gh_license: Apache-2.0 @@ -90642,8 +95487,8 @@ https://github.com/ReallyLiri/kubescout: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/RedisLabs/redis-enterprise-k8s-docs: + addition_method: manual content_hash: 865451a522ca6b5112829fa9c02bcccd6767e74846035c5fe45ea49acf1e756f description: '' health_score: 100.0 @@ -90659,8 +95504,8 @@ https://github.com/RedisLabs/redis-enterprise-k8s-docs: v2_locations: - databases.md year: N/A - addition_method: manual https://github.com/Rested/portfall: + addition_method: manual content_hash: 2d2e13ac904f4024effb4f4239dc0fb19196825668a1349e3b79c146360b84ae gh_license: MIT gh_pushed: '2023-03-06T17:30:12Z' @@ -90675,8 +95520,45 @@ https://github.com/Rested/portfall: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual +https://github.com/Retzork/terraform-journey/tree/main/11%20Multi%20Region%20Zero%20Trust%20Architecture: + addition_method: automatic + ai_summary: An enterprise-grade architectural blueprint that implements a secure, + multi-region (Southeast Asia and East Asia) hub-and-spoke network topology on + Microsoft Azure. Engineered entirely through Terraform, it features integrated + Azure Front Door Premium, Private Link Services, and Private Endpoints to ensure + all traffic remains isolated from the public internet. It leverages custom Azure + Policies to enforce private IP compliance on compute resources and implements + automated SQL Auto-Failover Group resolution with cross-region DNS routing validation. + category: azure + complexity: Advanced + content_hash: 733c0b04f2cd47cabbe494748f623825382d2e5b046f4db48ac2ec41c3bf70b4 + description: Production-grade multi-region hub-and-spoke infrastructure deployment + utilizing Front Door and Private Link. + hierarchy: + - Cloud Architecture + - Azure + - Zero Trust + - Infrastructure as Code + - Terraform + is_microservice: false + language: en + last_checked: 1780352148.493891 + reputation_status: Vetted + reputation_summary: Highly vetted implementation of Microsoft Azure cloud architecture + focusing on Hub-and-Spoke topology with strict private isolation. + resource_type: GitHub Repository + social_preview_url: https://opengraph.githubassets.com/6d97e4b0bd8701041ce03a36a135a664b7fda8cb510574131b9870023e0d9129/Retzork/terraform-journey + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: azure-iac + tags: + - ENTERPRISE-STABLE + - GUIDE + title: Terraform Azure Multi-Region Zero-Trust Architecture + year: '2026' https://github.com/RoseSecurity/Terramaid: + addition_method: manual content_hash: fdc1002c98d4a4eabbea5d2e2738cb29925fd2ee6ead97800782b5781fe3ca40 description: '' gh_license: Apache-2.0 @@ -90695,8 +95577,8 @@ https://github.com/RoseSecurity/Terramaid: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/SAP-archive/kubernetes-deployment-orchestrator: + addition_method: manual ai_summary: An early experimental orchestrator from SAP for coordinating complex Kubernetes and Helm release sequences. The repository has been archived and is kept solely for historic exploration of modular cluster orchestration. @@ -90727,15 +95609,15 @@ https://github.com/SAP-archive/kubernetes-deployment-orchestrator: v2_locations: - helm.md year: '2021' - addition_method: manual https://github.com/SAP/jenkins-library: + addition_method: manual content_hash: b34245c60382e5fd68cee735a78fce12fae57bd37f797de410022f099c425202 health_score: 100.0 last_checked: 1779032835.337215 v1_locations: - docs/jenkins.md - addition_method: manual https://github.com/SAP/kubernetes-deployment-orchestrator: + addition_method: manual content_hash: 198ce0a4229f9eccf84208128bb1f0022b948d731cce276e1a1e8064971f6342 description: '' health_score: 100.0 @@ -90745,8 +95627,8 @@ https://github.com/SAP/kubernetes-deployment-orchestrator: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://github.com/Salaboy/from-monolith-to-k8s: + addition_method: manual content_hash: f4ad402920e19debc9fb733d9d0e70d0d427045add322ecea22a7dcf704f31ff description: '' gh_license: Apache-2.0 @@ -90767,8 +95649,8 @@ https://github.com/Salaboy/from-monolith-to-k8s: - java_frameworks.md - demos.md year: N/A - addition_method: manual https://github.com/Saniewski/mongo-express-docker-extension: + addition_method: manual content_hash: 288d3f0cd2afa37afc6758f8e08d95ccce6680251f08d4be4b16b29ee1fbce6a description: '' gh_license: MIT @@ -90787,8 +95669,8 @@ https://github.com/Saniewski/mongo-express-docker-extension: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/Shopify/kubeaudit: + addition_method: manual ai_summary: An open-source auditor that checks active Kubernetes configurations and YAML manifests against real-world security profiles. Prevents misconfigurations such as running containers as root or with excessive privileges. @@ -90818,8 +95700,8 @@ https://github.com/Shopify/kubeaudit: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/SigNoz/signoz: + addition_method: manual content_hash: f2efb326383937b515d50315f2cef61e5c9eeef9e8ce161513a8b320e802936e description: '' gh_license: NOASSERTION @@ -90841,8 +95723,8 @@ https://github.com/SigNoz/signoz: - kubernetes-tools.md - monitoring.md year: N/A - addition_method: manual https://github.com/SimonTheLeg/konf-go: + addition_method: manual content_hash: 6deaff9471dda21db30f9454efb5785d63b603fe367c0f2e2e961a649884dc0b description: '' gh_license: Apache-2.0 @@ -90861,8 +95743,8 @@ https://github.com/SimonTheLeg/konf-go: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/SkalskiP/top-cvpr-2023-papers: + addition_method: manual ai_summary: A structured hub tracking top-performing research work from CVPR 2023. Synthesizes key advancements in object detection, visual language models, and zero-shot segmentation libraries. @@ -90892,8 +95774,8 @@ https://github.com/SkalskiP/top-cvpr-2023-papers: v2_locations: - ai.md year: N/A - addition_method: manual https://github.com/Skarlso/crd-to-sample-yaml: + addition_method: manual content_hash: 4552d618f2b5a0e6220c306beae3f65243503fe93f19299cc7bc1236758a1761 description: '' gh_license: Apache-2.0 @@ -90912,8 +95794,8 @@ https://github.com/Skarlso/crd-to-sample-yaml: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Skyvern-ai/Skyvern: + addition_method: manual ai_summary: 'Curator Insight: An AI-powered web browser automation agent designed to extract data and execute workflows on complex interfaces. @@ -90946,8 +95828,8 @@ https://github.com/Skyvern-ai/Skyvern: v2_locations: - ai-agents-mcp.md year: N/A - addition_method: manual https://github.com/SparebankenVest/azure-key-vault-to-kubernetes: + addition_method: manual ai_summary: The underlying repository for the akv2k8s engine. Provides controller capabilities and Custom Resource Definitions (CRDs) like AzureKeyVaultSecret for dynamic Azure credential synchronization. @@ -90977,8 +95859,8 @@ https://github.com/SparebankenVest/azure-key-vault-to-kubernetes: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/SquadcastHub/awesome-sre-tools: + addition_method: manual content_hash: 01a69f479a0f80f0bbb8ad4b14088f1df9b56bfbed0e300acd1eb99e807d914a description: '' gh_license: CC-BY-4.0 @@ -90998,8 +95880,8 @@ https://github.com/SquadcastHub/awesome-sre-tools: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/StackStorm: + addition_method: manual content_hash: 3f7ccfa19d22625be2d9b7cd3c7580f3ece6a9933c47cbd90ca9e80a756023e8 description: '' health_score: 100.0 @@ -91015,8 +95897,8 @@ https://github.com/StackStorm: v2_locations: - stackstorm.md year: N/A - addition_method: manual https://github.com/StarpTech/k-andy: + addition_method: manual content_hash: 8028ee6f6d7bcd322f3b910996e2dfadb122caa55f7e520478ec1998cbb5fa18 description: '' gh_license: MIT @@ -91035,8 +95917,8 @@ https://github.com/StarpTech/k-andy: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/Stono/kconmon: + addition_method: manual content_hash: ddda947b53bf609166ee99149783bd488b2d33de7136b1c726d31f9ab0832238 description: '' gh_license: NOASSERTION @@ -91055,8 +95937,8 @@ https://github.com/Stono/kconmon: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/SymbioticLab/Oobleck: + addition_method: manual content_hash: bb79fc1207725deae4ac4dfe99d1e9e94646f089545fa094170bc11fe5f89c2c description: '' gh_license: Apache-2.0 @@ -91076,8 +95958,8 @@ https://github.com/SymbioticLab/Oobleck: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/TabularisDB/tabularis/blob/main/README.es.md: + addition_method: manual ai_summary: An innovative, open-source cross-platform database client featuring deep AI integration and Model Context Protocol (MCP) compliance. This configuration enables language models to securely inspect, query, and mutate structured schemas @@ -91115,8 +95997,8 @@ https://github.com/TabularisDB/tabularis/blob/main/README.es.md: - databases.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/TerraHubCorp/terraform-google-automation-demo: + addition_method: manual content_hash: 5d416772b5e31660626504b602f168033275d84d843c8d1038929f42a7699feb description: '' health_score: 100.0 @@ -91126,8 +96008,8 @@ https://github.com/TerraHubCorp/terraform-google-automation-demo: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/TheJambo/awesome-testing: + addition_method: manual content_hash: 4062ce50038ba4c743409acf34e287f9c89b47ae354cd679f7ac8fecc5b8acd2 description: '' gh_license: CC0-1.0 @@ -91147,8 +96029,8 @@ https://github.com/TheJambo/awesome-testing: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/TheYkk/synator: + addition_method: manual content_hash: 7b5fd02ea60b8513386203f3d14c32181ac7ae917998e2ab6ee7df1320f21c5c description: '' gh_license: MIT @@ -91167,8 +96049,8 @@ https://github.com/TheYkk/synator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Thiht/smocker: + addition_method: manual content_hash: fb4cb099148f737393a4c3e8baa1bbdc2306c96e276c2453da62b48784781fca description: '' health_score: 100.0 @@ -91178,8 +96060,8 @@ https://github.com/Thiht/smocker: v1_locations: - docs/testops.md year: N/A - addition_method: manual https://github.com/TrackMaven/getting-started-with-drf-angular/tree/part-2: + addition_method: manual content_hash: a45c1b5a401a34bb5cdad3a04ab5c3560fb0e84a78796dcd4514d4b44e27a7ca description: '' health_score: 100.0 @@ -91190,8 +96072,8 @@ https://github.com/TrackMaven/getting-started-with-drf-angular/tree/part-2: v1_locations: - docs/python.md year: N/A - addition_method: manual https://github.com/Trendyol/kink: + addition_method: manual content_hash: 3fa87e5b5f9c29897a36a31ab467825539bc7ac0d098011a2eefb908715b407f description: '' gh_license: Apache-2.0 @@ -91210,8 +96092,8 @@ https://github.com/Trendyol/kink: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Trendyol/kubectl-view-webhook: + addition_method: manual content_hash: ec25b6a93a8a7bede199d669bbe05f0a168d6201da15746d739843d60e1fdd21 description: '' gh_license: Apache-2.0 @@ -91230,8 +96112,8 @@ https://github.com/Trendyol/kubectl-view-webhook: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Trolley-MGMT/trolleymgmt: + addition_method: manual content_hash: d45c38de299f761f5ca847cff638c0b0aa16385c7ad32baed1ee998211cfc9d1 description: '' gh_license: Apache-2.0 @@ -91250,8 +96132,8 @@ https://github.com/Trolley-MGMT/trolleymgmt: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/Tronde/ansible-role-rhel-patchmanagement: + addition_method: manual content_hash: 4514ee147f14dcb5ce787276dcd932645364041d9d6cfedb8be11d13b6c8ce4a description: '' gh_license: MIT @@ -91270,8 +96152,8 @@ https://github.com/Tronde/ansible-role-rhel-patchmanagement: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/UnderGreen/ansible-prometheus-node-exporter: + addition_method: manual content_hash: 267c4a5a22b8f13e0dd4d841f28bc792623b0e71ce2d0d52ff65594e9557af40 description: '' gh_license: GPL-2.0 @@ -91283,8 +96165,8 @@ https://github.com/UnderGreen/ansible-prometheus-node-exporter: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/Unitech/pm2: + addition_method: manual content_hash: 475da0c52dd00c9a32421d48794c494e6a4433d27fc1094d97e7e7d0a9e999c4 description: '' gh_license: NOASSERTION @@ -91303,8 +96185,8 @@ https://github.com/Unitech/pm2: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/VictoriaMetrics/operator: + addition_method: manual content_hash: 2d4789b290a170c9730e66d1a451dca9696340d3fb570a83ec97e5c2065352f3 description: '' gh_license: Apache-2.0 @@ -91323,8 +96205,44 @@ https://github.com/VictoriaMetrics/operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual +https://github.com/Vigneshwari-08/Server_Log-Analyzer-Intrusion-Detector: + addition_method: automatic + ai_summary: Server Log Analyzer and Intrusion Detector is a security utility designed + to ingest and parse server log files to identify suspicious behavior, brute-force + patterns, and malicious activities. Leveraging customizable regular expression + filters and Python-based parser logic, the tool maps security threats, generates + analytical summaries, and flags potential security intrusions. This represents + a lightweight, extensible script for automating manual security review workflows + in staging or small-scale host setups. + category: devsecops + complexity: Intermediate + content_hash: a43045c01ffddec417eaf59ffcaf69e4b396a52288a3504236613b00abe14b0d + description: A Python-based log analysis tool designed to parse server logs and + detect security anomalies/intrusions. + hierarchy: + - Security + - Log Analysis + - Intrusion Detection + is_microservice: false + language: English + last_checked: 1780352003.689854 + reputation_status: Vetted + reputation_summary: A lightweight, community-oriented utility used primarily for + educational security projects or small hosting servers to check patterns of unauthorized + access. + resource_type: Repository + social_preview_url: https://opengraph.githubassets.com/4644e9f6708ce656bb8601f280246206a37cfcb5f4781d70bfb6afbbe6d2787c/Vigneshwari-08/Server_Log-Analyzer-Intrusion-Detector + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Server Log Analyzer and Intrusion Detector + year: '2023' https://github.com/VikParuchuri/surya: + addition_method: manual content_hash: 1bcfe1599f12fbc0f1c286bcae888e415e4a4ca273920893162374e77c0dafa1 description: '' health_score: 100.0 @@ -91334,8 +96252,8 @@ https://github.com/VikParuchuri/surya: v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://github.com/Wilfred/difftastic: + addition_method: manual content_hash: 4d74d1860ada6c88910ee8233af26ab96593491adbf0fc1fe0babbdd2d894227 description: '' gh_license: MIT @@ -91354,8 +96272,8 @@ https://github.com/Wilfred/difftastic: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/William-Yeh/ansible-prometheus: + addition_method: manual content_hash: 0af505c06542722a2ed175962d2a7db86448f9885e230047684d5c4b88d02b52 description: '' gh_license: MIT @@ -91367,8 +96285,8 @@ https://github.com/William-Yeh/ansible-prometheus: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/XI-lab/PyExPool: + addition_method: manual content_hash: fab939ac4014af479885a8ef4424fbe5c02e011461b5675af52924e0029de292 description: '' health_score: 100.0 @@ -91378,8 +96296,8 @@ https://github.com/XI-lab/PyExPool: v1_locations: - docs/python.md year: N/A - addition_method: manual https://github.com/XingangPan/DragGAN: + addition_method: manual ai_summary: An influential image manipulation tool implementing DragGAN, allowing users to interactively drag points of an image to precisely synthesize changes in pose, shape, and expression. Although generative modeling has advanced toward @@ -91412,8 +96330,8 @@ https://github.com/XingangPan/DragGAN: v2_locations: - ai.md year: N/A - addition_method: manual https://github.com/XtratusCloud/terraform-provider-azureipam: + addition_method: manual content_hash: fef93304fb0712339d6419f8667f224c0f1def83a862253dff0d4f763f37686d description: '' gh_license: Apache-2.0 @@ -91436,8 +96354,8 @@ https://github.com/XtratusCloud/terraform-provider-azureipam: - iac.md - terraform.md year: N/A - addition_method: manual https://github.com/XuehaiPan/nvitop: + addition_method: manual content_hash: 4072dada8ec4fc2bb58f1e44395a93a2e0622ffbad6870ddf4d65c930df1d094 description: '' gh_license: Apache-2.0 @@ -91456,8 +96374,8 @@ https://github.com/XuehaiPan/nvitop: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/YannickRe/msgraph-utility-scripts: + addition_method: manual content_hash: 3f290e857fcc6afc146a55c2ff426e8ea4bb4b378964975b7e05992740bb4bbf description: '' gh_license: MIT @@ -91476,8 +96394,8 @@ https://github.com/YannickRe/msgraph-utility-scripts: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/a8m/golang-cheat-sheet: + addition_method: manual ai_summary: Duplicate reference of the high-density Go cheat-sheet database. It provides programmatic access to Go fundamentals, standard functions, and syntax paradigms to streamline engineering workflows. @@ -91506,8 +96424,8 @@ https://github.com/a8m/golang-cheat-sheet: - golang.md - cheatsheets.md year: N/A - addition_method: manual https://github.com/aabouzaid/kubech: + addition_method: manual content_hash: 11ed16e65ddcf82ef74baf50412897b3a6289b43d554b81516f5144f6391e7a7 description: '' health_score: 100.0 @@ -91517,8 +96435,8 @@ https://github.com/aabouzaid/kubech: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/aalmiray/q-cli: + addition_method: manual content_hash: 30248eeb96ffad2fb930bf0fe36a0d4da972f64119691940f2c5c16b4c573681 description: '' gh_license: Apache-2.0 @@ -91537,8 +96455,8 @@ https://github.com/aalmiray/q-cli: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/aarondl/sqlboiler: + addition_method: manual ai_summary: Curator Insight frames SQLBoiler as a database-first generator tool producing type-safe Go ORM code from database schemas. Live Grounding confirms its widespread production usage where performance and strict static typing are @@ -91569,8 +96487,8 @@ https://github.com/aarondl/sqlboiler: v2_locations: - golang.md year: '2025' - addition_method: manual https://github.com/abahmed/kwatch: + addition_method: manual content_hash: 701ef11432421abc27ce038312f4098feb632c5d4e16e811e756b8336ab061b4 description: '' gh_license: MIT @@ -91589,8 +96507,8 @@ https://github.com/abahmed/kwatch: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/abessifi/ansible-sqlplus: + addition_method: manual content_hash: 25b254c33750830b281c2fa6649b74eb2a90efd5966bee568a9cdc4c4a98ed65 description: '' gh_license: MIT @@ -91609,8 +96527,8 @@ https://github.com/abessifi/ansible-sqlplus: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/abhirockzz/kubexpose-operator: + addition_method: manual content_hash: af604f168ab50f3712a4d5e6e0edc26a37919202353108225cfa8adad87f1ad9 description: '' health_score: 100.0 @@ -91628,8 +96546,8 @@ https://github.com/abhirockzz/kubexpose-operator: - kubernetes-tools.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/abhishek-ch/around-dataengineering: + addition_method: manual content_hash: f930ab3635d81634c313246122368bc66abc84911c6b1c41982bf56250b05273 description: '' health_score: 100.0 @@ -91648,8 +96566,8 @@ https://github.com/abhishek-ch/around-dataengineering: - mlops.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/aca/go-kubectx: + addition_method: manual content_hash: be952c70d70097b957944cda76e72020789653233dc2985806989e52416675c2 description: '' health_score: 100.0 @@ -91665,8 +96583,8 @@ https://github.com/aca/go-kubectx: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/acantril/learn-cantrill-io-labs: + addition_method: manual content_hash: 3e6603ced2648ecd72569d6c06c2883e6124acc1ad1af3c4162355af79b0a829 description: '' gh_license: MIT @@ -91678,22 +96596,22 @@ https://github.com/acantril/learn-cantrill-io-labs: v1_locations: - docs/aws-training.md year: N/A - addition_method: manual https://github.com/acidonper/jump-app-docs: + addition_method: manual content_hash: f743c3f06eb6de0347c96663c2485b27061d6c694090c1dfdb7d910abdb7228f health_score: 100.0 last_checked: 1779029939.389697 v1_locations: - docs/demos.md - addition_method: manual https://github.com/acidonper/jump-app-gitops: + addition_method: manual content_hash: 9df86ddeab85d5e49fe8e68c05013e8ca8ba59b65df2f3b91abb618d1f6d6f1f health_score: 100.0 last_checked: 1779030249.060808 v1_locations: - docs/demos.md - addition_method: manual https://github.com/acorn-io/acorn: + addition_method: manual content_hash: 1606eafe22401d318436f235433ded3b934cfa77ab978a922eb40436d02db510 description: '' health_score: 100.0 @@ -91703,8 +96621,8 @@ https://github.com/acorn-io/acorn: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/actions-runner-controller/actions-runner-controller: + addition_method: manual content_hash: e0b81792621a3f351f640bbf07601f3cbc5efdefbb09a7cdce88ae3ced404fdf description: '' health_score: 100.0 @@ -91714,8 +96632,8 @@ https://github.com/actions-runner-controller/actions-runner-controller: v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.com/actions/actions-runner-controller: + addition_method: manual ai_summary: An official Kubernetes operator designed to manage self-hosted runner infrastructure dynamically. Integrates natively with Kubernetes HPA metrics to automatically scale runner pods based on job queues. @@ -91748,8 +96666,8 @@ https://github.com/actions/actions-runner-controller: - jenkins-alternatives.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet: + addition_method: manual ai_summary: 'One of the most referenced cheat sheets on GitHub for fast, offline-compatible Markdown syntax lookups. Includes rendering comparisons for basic elements, blockquotes, code blocks, and inline HTML. Double-Evidence: Despite its age, live grounding @@ -91783,8 +96701,8 @@ https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet: - mkdocs.md - cheatsheets.md year: N/A - addition_method: manual https://github.com/adaptant-labs/k8s-auto-labeller: + addition_method: manual content_hash: 24ec81ac9e8ac36b38e924eda1e90e1616919f7f8406b3879700f8e30a4c7f49 description: '' gh_license: Apache-2.0 @@ -91803,8 +96721,8 @@ https://github.com/adaptant-labs/k8s-auto-labeller: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/adaptant-labs/k8s-dt-node-labeller: + addition_method: manual content_hash: e864fe7a23aefaf57fe5bf2eb54ab294e360ce4bb83bade4c7b3461f8b980026 description: '' gh_license: Apache-2.0 @@ -91823,8 +96741,8 @@ https://github.com/adaptant-labs/k8s-dt-node-labeller: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/adaptant-labs/k8s-node-label-monitor: + addition_method: manual content_hash: 6a8f69c637c8effae9484ef69f8807bfe4539e079283db28f6fac8f416dc0674 description: '' gh_license: Apache-2.0 @@ -91846,8 +96764,8 @@ https://github.com/adaptant-labs/k8s-node-label-monitor: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/admindroid-community/powershell-scripts: + addition_method: manual content_hash: 2792ab510a7b130b5c3144c10f0acc5bed874b21df177c1abcf3dcda3c930100 description: '' health_score: 100.0 @@ -91864,8 +96782,8 @@ https://github.com/admindroid-community/powershell-scripts: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/adriannovegil/awesome-observability: + addition_method: manual content_hash: 05b5afe1463a41fa204fac02ec29a2aca3890d4a9f0a527f8a892cec2de520e6 description: '' gh_license: CC0-1.0 @@ -91885,8 +96803,8 @@ https://github.com/adriannovegil/awesome-observability: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/aelsabbahy/goss: + addition_method: manual content_hash: b2a6e2ded5a8d1eac440ffd247a8f8c9983b6614838f8a9d3be544f2fde6df12 description: '' health_score: 100.0 @@ -91896,8 +96814,46 @@ https://github.com/aelsabbahy/goss: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual +https://github.com/affaan-m/ECC: + addition_method: automatic + ai_summary: This repository provides a performance optimization harness designed + for agentic environments like Claude Code and Cursor. It implements persistent + semantic memory, structured natural-language 'skills' as parameters, and execution + safeguards via the AgentShield scanner. It aims to reduce token consumption and + eliminate redundant instructions, transforming fragile prompting patterns into + reproducible development infrastructure. + category: ai-agents-mcp + complexity: Advanced + content_hash: a68b20559e76cc4d181a84ba6031061ed34e6d3863a6d155e8b07540ac542e55 + description: A professional performance harness providing modular skills, memory + optimizations, and security scanning for advanced AI coding assistants. + gh_license: MIT + gh_pushed: '2026-05-31T06:45:42Z' + gh_stars: 202119 + hierarchy: + - Artificial Intelligence + - AI Agents + - Model Context Protocol + - Harness Performance Optimization + is_microservice: false + language: en + last_checked: 1780352571.556323 + reputation_status: Vetted + reputation_summary: Highly regarded emerging system optimizing terminal agent runtime + states, featuring zero reported vulnerabilities outside its documented patches. + resource_type: Repository + social_preview_url: https://opengraph.githubassets.com/9d755758b9c50919c393f44e8fa1910cd7813f12349332f5d66f232c640154c1/affaan-m/ECC + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: agent-performance + tags: + - '[EMERGING]' + - '[COMMUNITY-TOOL]' + title: ECC - The Agent Harness Performance Optimization System + year: '2026' https://github.com/ahas-sigs/kube-ebpf-exporter: + addition_method: manual content_hash: ffbd284277e0f0a2a7affc010aacea050871b3cbae526f63bd22a32b7c9f5f6b description: '' gh_license: NOASSERTION @@ -91916,8 +96872,8 @@ https://github.com/ahas-sigs/kube-ebpf-exporter: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ahmetb/kubectl-aliases: + addition_method: manual content_hash: 310aec75dce6ba83e1bbaaca8e248da167c2c480d64337a9d4cc86aeff1eb8ed description: '' gh_license: Apache-2.0 @@ -91936,8 +96892,8 @@ https://github.com/ahmetb/kubectl-aliases: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://github.com/ahmetb/kubectl-foreach: + addition_method: manual content_hash: a348bd4f6024b67b9755bdcaa928abf3ca154c05263cca86ea1a898ecf30758a description: '' gh_license: Apache-2.0 @@ -91956,8 +96912,8 @@ https://github.com/ahmetb/kubectl-foreach: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ahmetb/kubectl-tree: + addition_method: manual content_hash: a4af8c68f8ba51a9398b292e4551dd81243192c570df44497c92264404ecbc5c description: '' gh_license: Apache-2.0 @@ -91976,8 +96932,8 @@ https://github.com/ahmetb/kubectl-tree: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ahmetb/kubectx: + addition_method: manual content_hash: 39b78501f9b3e9898481b8ef40f8b2a1d81c840109d2fa2ad117564edb65d584 description: '' gh_license: Apache-2.0 @@ -91996,8 +96952,8 @@ https://github.com/ahmetb/kubectx: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ahmetb/kubernetes-network-policy-recipes: + addition_method: manual content_hash: 0fc77e7ecc41f1b0736d3aaf88a7a6ffbddf4068bbaa1b4f92d12a70246e65e2 description: '' gh_license: Apache-2.0 @@ -92018,8 +96974,8 @@ https://github.com/ahmetb/kubernetes-network-policy-recipes: - kubernetes-networking.md - demos.md year: N/A - addition_method: manual https://github.com/aidansteele/secretsctx: + addition_method: manual ai_summary: A custom Go-based runtime library designed to inject dynamic secrets from external storage layers directly into context-aware serverless pipelines. By managing runtime secret validation outside main configuration structures, it @@ -92048,8 +97004,8 @@ https://github.com/aidansteele/secretsctx: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://github.com/aimhubio/aim: + addition_method: manual content_hash: 997d320ec7590772d2d44a8b638c1f424a50731d142f6cda3cae805aa5b305fb description: '' gh_license: Apache-2.0 @@ -92068,8 +97024,8 @@ https://github.com/aimhubio/aim: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/airwallex/k8s-pod-restart-info-collector: + addition_method: manual content_hash: 3e4e21d175049930d8f16e327994a22b47054e30aa250ad356667034e77895de description: '' health_score: 100.0 @@ -92085,8 +97041,8 @@ https://github.com/airwallex/k8s-pod-restart-info-collector: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/ajayk/drifter: + addition_method: manual content_hash: 7e6917d7a7462342ffc27824d9e20008d937114fda3cf61353add05bc00193bf description: '' gh_license: Apache-2.0 @@ -92105,8 +97061,8 @@ https://github.com/ajayk/drifter: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ajmyyra/ambassador-auth-oidc: + addition_method: manual content_hash: ff59f529d8db417c89704bee344d50311ebfcc54186836e5265d3fb6c301965c gh_license: MIT health_score: 100.0 @@ -92114,8 +97070,8 @@ https://github.com/ajmyyra/ambassador-auth-oidc: needs_ai_refresh: true v1_locations: - docs/kubernetes-security.md - addition_method: manual https://github.com/akuity/awesome-argo: + addition_method: manual content_hash: 4cfcb2323980bc80f403202b4611bc3b2dd06b3d8dda2c07d39412a509e54f89 description: '' gh_license: Apache-2.0 @@ -92135,8 +97091,8 @@ https://github.com/akuity/awesome-argo: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/akuity/kargo: + addition_method: manual content_hash: ebf41a4d95c3859a0afbdad795500f43901217ee56051ce957b11ffaa90529ee description: '' gh_license: Apache-2.0 @@ -92155,8 +97111,8 @@ https://github.com/akuity/kargo: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/akullpp/awesome-java: + addition_method: manual content_hash: 812519e1d1f39879872200f2cd381725b275fc4c3a6108bec333cdc778654a7b description: '' gh_license: NOASSERTION @@ -92176,8 +97132,8 @@ https://github.com/akullpp/awesome-java: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/alcideio/advisor: + addition_method: manual content_hash: 477a1f69dee0048b2f273002fb0ba196a9ff38474a0f11298171945860b9de9b description: '' health_score: 100.0 @@ -92194,8 +97150,8 @@ https://github.com/alcideio/advisor: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/alcideio/rbac-tool: + addition_method: manual content_hash: c8448727bac561737be07944f0ac776fb84063cafeabccdd3fdcebbd63aa30ab description: '' gh_license: Apache-2.0 @@ -92214,8 +97170,8 @@ https://github.com/alcideio/rbac-tool: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/alcideio/skan: + addition_method: manual content_hash: 0d4218db4fc62d51f1e3a8c89cd6b2e2eed5e40cd648213bf00d979511444948 description: '' gh_license: Apache-2.0 @@ -92234,8 +97190,8 @@ https://github.com/alcideio/skan: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/alexdzyoba/ansible-jmx-exporter: + addition_method: manual content_hash: 00179b8c10f6a85e83cb33a2c17eac2a8351b034c75c06cd87e9b731ba98df60 description: '' gh_license: MIT @@ -92247,8 +97203,8 @@ https://github.com/alexdzyoba/ansible-jmx-exporter: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/alexellis/k3sup: + addition_method: manual content_hash: d47d1c0f36ca75f93fc3b56082ac640b6aaacc77c2294cde2f50f69e80b06665 description: '' gh_license: NOASSERTION @@ -92269,8 +97225,8 @@ https://github.com/alexellis/k3sup: - rancher.md - matrix-table.md year: N/A - addition_method: manual https://github.com/alexellis/registry-creds: + addition_method: manual content_hash: c98b4b125f09915c117c9fc31b1fb47b55b3ed10bba3571831ebbb24fcd19084 description: '' gh_license: MIT @@ -92289,8 +97245,8 @@ https://github.com/alexellis/registry-creds: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/alexellis/run-job: + addition_method: manual content_hash: 15c4fd11e7ae38960f3112fa9957f3c4449d2f2dd58a635ef9f0c9877b25ba88 description: '' gh_license: MIT @@ -92311,8 +97267,8 @@ https://github.com/alexellis/run-job: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/aliesbelik/awesome-jmeter: + addition_method: manual content_hash: d126061c974412126edf2a91603124c2a05f2a984e2dded6cd7e51725d0b907f description: '' gh_license: CC-BY-4.0 @@ -92332,8 +97288,8 @@ https://github.com/aliesbelik/awesome-jmeter: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/allure-framework/allure2: + addition_method: manual content_hash: 904874589c38dac686cfef5beed2a33eed33234405307bfd4478b46057c0924e description: '' gh_license: Apache-2.0 @@ -92352,8 +97308,8 @@ https://github.com/allure-framework/allure2: v2_locations: - qa.md year: N/A - addition_method: manual https://github.com/amazon-archives/aws-training-demo: + addition_method: manual content_hash: 12ba405003f66717af427558892ecba6fc404c7a89e92fe1583a35c32d7cbee7 gh_license: Apache-2.0 gh_pushed: '2019-04-09T21:26:39Z' @@ -92368,8 +97324,8 @@ https://github.com/amazon-archives/aws-training-demo: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://github.com/amazon-archives/aws-waf-sample: + addition_method: manual content_hash: ddea1ea4fcf5f9a5fc9a8369dd1679d8d2742aac6828d7ed28b950d09abcd140 gh_license: MIT-0 gh_pushed: '2020-01-09T08:11:23Z' @@ -92384,8 +97340,8 @@ https://github.com/amazon-archives/aws-waf-sample: - docs/aws-security.md v2_locations: - aws-security.md - addition_method: manual https://github.com/amelbakry/kubernetes-active-passive: + addition_method: manual content_hash: bf79c301fff4e55aa4ac515fcf282e6bf1ac6795640e5b21b135d27cfc6c44c6 description: '' health_score: 100.0 @@ -92401,8 +97357,8 @@ https://github.com/amelbakry/kubernetes-active-passive: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/amitmavgupta/azure-terraform: + addition_method: manual content_hash: 77ad6a6af303e04c458fc78a1c7a75d7e28681a7a88f5589b612cfac3a1e4bc2 description: '' gh_license: MIT @@ -92421,8 +97377,8 @@ https://github.com/amitmavgupta/azure-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/anchore/grype: + addition_method: manual content_hash: 457d117ce39ba93b09de80026a3d67a203e6a39b8511306889f032c360d1c6f9 description: '' gh_license: Apache-2.0 @@ -92443,8 +97399,8 @@ https://github.com/anchore/grype: - kubernetes-tools.md - devsecops.md year: N/A - addition_method: manual https://github.com/anchore/syft: + addition_method: manual content_hash: db2fcf1ed1811ccd981eff91084d06e12e3cc79c9281dd6b8e36898d2efb90d2 description: '' gh_license: Apache-2.0 @@ -92463,8 +97419,8 @@ https://github.com/anchore/syft: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/anderseknert/awesome-opa: + addition_method: manual content_hash: 74b59d9adc2bc20caea9b43eb1abb3db4a1ee3ccb4ec9a03f666cb0130112715 description: '' health_score: 100.0 @@ -92474,8 +97430,8 @@ https://github.com/anderseknert/awesome-opa: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://github.com/andreazorzetto/yh: + addition_method: manual ai_summary: Curator Insight introduces yh as a dedicated CLI syntax highlighter designed specifically for YAML output. Live Grounding verifies that unlike generic highlighters, yh recognizes YAML formatting quirks and integrates cleanly with @@ -92508,8 +97464,8 @@ https://github.com/andreazorzetto/yh: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/andredesousa/devops-best-practices: + addition_method: manual content_hash: f62c1fb10bd804350b1cd6db1ca47e20316b90f9cc78502d5933c39895c42a37 description: '' gh_license: MIT @@ -92529,8 +97485,8 @@ https://github.com/andredesousa/devops-best-practices: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/andrewpuch/nagios_setup: + addition_method: manual content_hash: 765dc175d742822fbc5de8766a7a18e7d73ee853aa9ea8d72e0be13162ae41f3 description: '' health_score: 100.0 @@ -92546,8 +97502,8 @@ https://github.com/andrewpuch/nagios_setup: v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://github.com/andrewstetsenko/tech-jobs-with-relocation: + addition_method: manual ai_summary: A highly rated, community-vetted handbook and repository containing aggregated metadata on global job searches. It details specific corporate policies regarding visa processes, relocation packages, and country-specific tax rules @@ -92578,8 +97534,8 @@ https://github.com/andrewstetsenko/tech-jobs-with-relocation: v2_locations: - recruitment.md year: N/A - addition_method: manual https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_bash.md: + addition_method: manual ai_summary: The ultimate reference manual for writing safe, robust shell scripts, maintained as part of the Shellharden project. Explains how to avoid typical syntax traps, highlighting strict quoting guidelines and expansion rules. @@ -92611,8 +97567,8 @@ https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_ba v2_locations: - linux.md year: N/A - addition_method: manual https://github.com/ansible-collections: + addition_method: manual content_hash: ac690db74143451d4c91e08cd4c35bf09d1e37cbc8afad7cd5503a9c5d6bf6e5 description: '' health_score: 100.0 @@ -92628,8 +97584,8 @@ https://github.com/ansible-collections: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/ansible-collections/amazon.aws: + addition_method: manual content_hash: 804fce1e8984f14dfa663281baa5c49908f5fbdc2cb9c315bf8810accca8f739 description: '' gh_license: GPL-3.0 @@ -92648,8 +97604,8 @@ https://github.com/ansible-collections/amazon.aws: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/ansible-community/awesome-ansible: + addition_method: manual content_hash: a6d2538e3c6f7054fdc0b96563cc79781689be4289ad2df477cefddcdf223336 description: '' gh_license: CC0-1.0 @@ -92670,8 +97626,8 @@ https://github.com/ansible-community/awesome-ansible: - other-awesome-lists.md - ansible.md year: N/A - addition_method: manual https://github.com/ansible/awx: + addition_method: manual content_hash: f3fbd9fc28591beaf0b721ceaa08a9c0e377084d6c766f7c2cac89bce3e914c1 description: '' gh_license: NOASSERTION @@ -92690,8 +97646,8 @@ https://github.com/ansible/awx: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/ansible/awx-operator: + addition_method: manual content_hash: 655a86e32bad792bf72866cdd9a55b87bfa5b5cf86eb6f5f21ff69e50139f5c4 description: '' gh_license: Apache-2.0 @@ -92710,8 +97666,8 @@ https://github.com/ansible/awx-operator: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/ansistrano: + addition_method: manual content_hash: 11ba7b804a77cb7777c52f65813d4a0036691f24375ee6b5697ff7f64d55a614 description: '' health_score: 100.0 @@ -92727,8 +97683,8 @@ https://github.com/ansistrano: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/anthonysterling/setec: + addition_method: manual content_hash: bc785d0adc1e9bd8f104e8a24809196609d0877dc5170691ccda7cb04f4a2756 description: '' gh_license: MIT @@ -92747,8 +97703,8 @@ https://github.com/anthonysterling/setec: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/antonarhipov/awesome-apm: + addition_method: manual content_hash: 413d1bd8de0ced190ceb0b68ef29a300eb389bacc7855032bbe2917d6a005e00 description: '' health_score: 100.0 @@ -92766,8 +97722,8 @@ https://github.com/antonarhipov/awesome-apm: - monitoring.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/antonbabenko/terraform-best-practices: + addition_method: manual content_hash: 65e3df4f3d17318e100f3b42b6c37a2404da5e7320d0061db1805f5157ffbc32 description: '' gh_license: NOASSERTION @@ -92790,8 +97746,8 @@ https://github.com/antonbabenko/terraform-best-practices: - iac.md - terraform.md year: N/A - addition_method: manual https://github.com/antonbabenko/terraform-skill: + addition_method: manual ai_summary: An experimental, open-source repository establishing unified Model Context Protocol (MCP) skills or AI tools for Terraform and OpenTofu. Empowers AI agents to dynamically generate, parse, validate, and execute infrastructure-as-code definitions @@ -92827,8 +97783,8 @@ https://github.com/antonbabenko/terraform-skill: - iac.md - terraform.md year: N/A - addition_method: manual https://github.com/antonmedv/fx: + addition_method: manual content_hash: 8fb21ceea1d4a73169b87bd5d6f0c5b16a4185020f9453634910dd33f481a68b description: '' gh_license: MIT @@ -92840,8 +97796,8 @@ https://github.com/antonmedv/fx: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/antrea-io/antrea: + addition_method: manual content_hash: 6659111b06ffcfb4ef70584b0dbc5ca0ae90a94f7a20978c8920c73c1672b9b3 gh_license: Apache-2.0 health_score: 100.0 @@ -92849,8 +97805,8 @@ https://github.com/antrea-io/antrea: needs_ai_refresh: true v1_locations: - docs/kubernetes-networking.md - addition_method: manual https://github.com/apache/activemq-artemis: + addition_method: manual content_hash: 7bafd4c450f2999669094cbd6a4dc4e49e2c53f71d2775de69f46cff36bb586d description: '' health_score: 100.0 @@ -92861,8 +97817,8 @@ https://github.com/apache/activemq-artemis: - docs/message-queue.md - docs/prometheus.md year: N/A - addition_method: manual https://github.com/apache/apisix: + addition_method: manual content_hash: 8c6b414af9df9cd042a76b844eceb101ecd137e839408a3c13da57cb8dc1b65f description: '' gh_license: Apache-2.0 @@ -92881,8 +97837,8 @@ https://github.com/apache/apisix: v2_locations: - developerportals.md year: N/A - addition_method: manual https://github.com/apache/artemis: + addition_method: manual ai_summary: The official GitHub mirror of Apache ActiveMQ Artemis, housing the high-performance non-blocking asynchronous message broker. It provides native support for AMQP, MQTT, STOMP, and OpenWire. It delivers ultra-low latency and scalable message @@ -92916,8 +97872,8 @@ https://github.com/apache/artemis: - message-queue.md - prometheus.md year: '2026' - addition_method: manual https://github.com/apache/dolphinscheduler: + addition_method: manual content_hash: c2f0762db448834bfcf83203a5dc5663c76e172ef4e5f6274eadc355959b9d56 description: '' gh_license: Apache-2.0 @@ -92936,8 +97892,8 @@ https://github.com/apache/dolphinscheduler: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/apache/maven-mvnd: + addition_method: manual ai_summary: Apache Maven Daemon repository. Drastically reduces compilation overhead by utilizing persistent background execution processes to store compiler hot-spots and plugin contexts. @@ -92967,8 +97923,8 @@ https://github.com/apache/maven-mvnd: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://github.com/apache/tomcat-jakartaee-migration: + addition_method: manual content_hash: a0a6ed53f60d5854d820ec4c780437a3823a399432cc31e5e50616115878880d description: '' gh_license: Apache-2.0 @@ -92987,8 +97943,8 @@ https://github.com/apache/tomcat-jakartaee-migration: v2_locations: - embedded-servlet-containers.md year: N/A - addition_method: manual https://github.com/apicurio/apicurio-registry: + addition_method: manual ai_summary: Apicurio Registry is a high-performance, open-source centralized schema registry. It enables teams to maintain and store OpenAPI, AsyncAPI, Avro, Protobuf, and JSON schemas, supporting real-time validation layers in high-throughput microservice @@ -93019,8 +97975,8 @@ https://github.com/apicurio/apicurio-registry: v2_locations: - message-queue.md year: N/A - addition_method: manual https://github.com/apk8s/k3s-gitlab: + addition_method: manual content_hash: df6d24ee7760852189e0e1037f288289a4c8211339c135d0d10c1dcbfac3c641 description: '' health_score: 100.0 @@ -93036,8 +97992,8 @@ https://github.com/apk8s/k3s-gitlab: v2_locations: - rancher.md year: N/A - addition_method: manual https://github.com/aporia-ai/kubesurvival: + addition_method: manual content_hash: 43f259cf3ad4224e8b23ecaa836fef2960fa800ebba377e97c913efae78486e4 description: '' gh_license: Apache-2.0 @@ -93058,8 +98014,8 @@ https://github.com/aporia-ai/kubesurvival: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/aporia-ai/mlplatform-workshop: + addition_method: manual content_hash: aaa796b6cedb8435a395ceffed9fa532074ccb7f09b344c218fcb5c35c0626b8 description: '' gh_license: MIT @@ -93078,8 +98034,8 @@ https://github.com/aporia-ai/mlplatform-workshop: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/app-sre/qontract-server: + addition_method: manual content_hash: a6bdddf51fc8fb9dba86f4e89b89beabbe6b3d2d40df356d8953d42a6b537a21 description: '' gh_license: Apache-2.0 @@ -93098,8 +98054,8 @@ https://github.com/app-sre/qontract-server: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/appscode/guard: + addition_method: manual content_hash: 1a240efe5fe437d91440ed2089957bf46e523435c4aca6ccc1655459fa09a320 description: '' health_score: 100.0 @@ -93109,8 +98065,8 @@ https://github.com/appscode/guard: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/appvia/cosign-keyless-admission-webhook: + addition_method: manual content_hash: 8f78f9c06f02b7de0dc6c2a769337d84c565b18ce1da3eb14161a146aa8ab5b4 description: '' gh_license: MIT @@ -93129,8 +98085,8 @@ https://github.com/appvia/cosign-keyless-admission-webhook: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/appvia/kev: + addition_method: manual content_hash: 1df9e14bf0c7979328a89088b86ae8da55bf99130f93d2df25cac4f902b9bd64 description: '' health_score: 100.0 @@ -93140,8 +98096,8 @@ https://github.com/appvia/kev: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/appvia/krane: + addition_method: manual ai_summary: 'Curator Insight: An open-source Kubernetes RBAC static analysis tool designed to identify risky roles, cluster roles, and broad resource access configurations. Live Grounding: The repository is archived and inactive for over 4 years. While @@ -93175,8 +98131,8 @@ https://github.com/appvia/krane: - kubernetes-security.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/appvia/tako: + addition_method: manual content_hash: 377bd061da94b783c8f87c81929154f29bd4b8426e0a0b5d02934d2535c92176 gh_license: Apache-2.0 gh_pushed: '2026-01-22T20:30:49Z' @@ -93191,8 +98147,8 @@ https://github.com/appvia/tako: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/aquasecurity/cloudsec-icons: + addition_method: manual content_hash: d4917cbf5866a117245e65c3717323e6cbeab8a5bf0c58a6c41f599cceaa3fea description: '' health_score: 100.0 @@ -93208,8 +98164,8 @@ https://github.com/aquasecurity/cloudsec-icons: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://github.com/aquasecurity/kube-bench: + addition_method: manual content_hash: 3fc464887d8cd3fc871fc6d9d7bd51f9fb7ae23f35731c95073e40620fb71285 description: '' gh_license: Apache-2.0 @@ -93230,8 +98186,8 @@ https://github.com/aquasecurity/kube-bench: - kubernetes-tools.md - kubernetes-security.md year: N/A - addition_method: manual https://github.com/aquasecurity/kube-hunter: + addition_method: manual content_hash: 9104d2e020cd3963831a31761f037f16a536d2d44a303795855898e910f7ac30 description: '' gh_license: Apache-2.0 @@ -93243,8 +98199,8 @@ https://github.com/aquasecurity/kube-hunter: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://github.com/aquasecurity/starboard: + addition_method: manual content_hash: 1824480eb35ee63c28294f0bb908498a16193d16da45d577500706614f5aca74 description: '' gh_license: Apache-2.0 @@ -93263,8 +98219,8 @@ https://github.com/aquasecurity/starboard: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/aquasecurity/trivy: + addition_method: manual ai_summary: Trivy is a highly versatile security scanner that detects vulnerabilities, misconfigurations, secrets, and software licenses across container images, filesystems, and Git repositories. Designed for seamless CI/CD integration, it features rapid @@ -93296,8 +98252,8 @@ https://github.com/aquasecurity/trivy: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/argilla-io/argilla: + addition_method: manual content_hash: 43a8d5613cb2f779fb3ed1a40fbc1eed35cddb7b216a7d13f8db6ba1a4d4776e gh_license: Apache-2.0 gh_pushed: '2026-05-18T22:35:47Z' @@ -93312,8 +98268,8 @@ https://github.com/argilla-io/argilla: - docs/mlops.md v2_locations: - mlops.md - addition_method: manual https://github.com/argoproj-labs/applicationset: + addition_method: manual content_hash: 736db94cb984f0c2e4e92a8c48893a99779cfe27b1f8a593684149d97cac0c43 description: '' health_score: 100.0 @@ -93323,8 +98279,8 @@ https://github.com/argoproj-labs/applicationset: v1_locations: - docs/argo.md year: N/A - addition_method: manual https://github.com/argoproj-labs/argocd-autopilot: + addition_method: manual ai_summary: 'Curator Insight: An official Argo project opinionated tool designed to structure, install, and update Argo CD setups automatically. Live Grounding: Uses a clean directory structure separating infrastructure from application manifests, @@ -93356,8 +98312,8 @@ https://github.com/argoproj-labs/argocd-autopilot: v2_locations: - argo.md year: N/A - addition_method: manual https://github.com/argoproj-labs/argocd-vault-plugin: + addition_method: manual ai_summary: 'Curator Insight: An indispensable Argo CD plugin built to inject secrets dynamically from HashiCorp Vault, AWS Secrets Manager, or GCP Secret Manager. Live Grounding: Replaces custom templating hacks by decrypting and injecting secret @@ -93389,8 +98345,8 @@ https://github.com/argoproj-labs/argocd-vault-plugin: v2_locations: - argo.md year: N/A - addition_method: manual https://github.com/argoproj/applicationset: + addition_method: manual ai_summary: 'Curator Insight: The standard orchestrator that extends Argo CD to support multicluster application distribution templates. Live Grounding: Key component that processes multi-source configurations, automates environment scaling, and @@ -93422,8 +98378,52 @@ https://github.com/argoproj/applicationset: v2_locations: - argo.md year: '2024' - addition_method: manual +https://github.com/argoproj/argo-cd/issues/25203: + addition_method: automatic + ai_summary: 'This GitHub issue proposes a multi-step roadmap to upgrade the Argo + CD UI from React 16 to React 19, addressing historical tech debt from a five-year-old + framework dependency. + + + The proposed migration details: + + * Upgrading `argo-ui` and `argo-cd` sequentially to React 18 (transitioning `ReactDOM.render` + to `createRoot`). + + * Testing for regressions and ultimately upgrading to React 19. + + * Enhancing UI performance via automatic state update batching and asynchronous + transitions.' + category: argo + complexity: Advanced + content_hash: 2aee2d8029be2792b1823290cf0bd44f7711f851d62a30af62646d45f510563a + description: GitHub issue proposal outlining the path to upgrade the Argo CD UI + from React 16 to React 19 for performance and modern feature support. + gh_license: Apache-2.0 + gh_pushed: '2026-06-01T18:53:27Z' + gh_stars: 23029 + hierarchy: + - DevOps + - Continuous Delivery + - Argo CD UI Architecture + is_microservice: false + language: en + last_checked: 1780351994.342566 + reputation_status: Vetted + reputation_summary: Active community discussion regarding upgrading the aging Argo + CD UI from React 16 to React 19. + resource_type: Issue + social_preview_url: https://opengraph.githubassets.com/57a513e595b57bef86a5608099959701bf60db048addd0f7b8acd1ee40662b53/argoproj/argo-cd/issues/25203 + source_provenance: X.com (ArgoProj) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[COMMUNITY-TOOL]' + title: 'Upgrade UI to React 19 #25203' + year: '2025' https://github.com/argoproj/argo-cd/pull/26601: + addition_method: manual ai_summary: The official GitHub pull request introducing ApplicationSet rendering directly inside the Argo CD UI Resource Tree. This highly demanded improvement provides cluster administrators with superior visibility into generated application @@ -93458,8 +98458,8 @@ https://github.com/argoproj/argo-cd/pull/26601: - kubernetes-operators-controllers.md - cicd.md year: N/A - addition_method: manual https://github.com/armadaproject/armada: + addition_method: manual content_hash: 927210676217aa66088e5490ab7abaebeffc75d85169786f1cbc1f65babf6c47 gh_license: Apache-2.0 gh_pushed: '2026-05-22T11:03:07Z' @@ -93474,8 +98474,8 @@ https://github.com/armadaproject/armada: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/arminc/k8s-platform-lcm: + addition_method: manual content_hash: 8da5006f3066cde9142ddef40c7935fa51ad77c535896b4c1ad36770273c76a9 description: '' gh_license: MIT @@ -93494,8 +98494,8 @@ https://github.com/arminc/k8s-platform-lcm: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/armory/minnaker: + addition_method: manual content_hash: bc9ea132c2e70c4c1230e36f022608e8505e2ee0506cd0270dd87d762505e438 description: '' gh_license: Apache-2.0 @@ -93514,8 +98514,8 @@ https://github.com/armory/minnaker: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/armosec/kubescape: + addition_method: manual content_hash: b2edcccc6e3dc19610cb8401874e7e9c6efc002eea50bff20debb737537678d8 description: '' health_score: 100.0 @@ -93525,8 +98525,8 @@ https://github.com/armosec/kubescape: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://github.com/armosec/regolibrary: + addition_method: manual content_hash: 632ecd5c343463ee3440caa26e977276d038338bdc2d4952ef3e18207cafb994 description: '' health_score: 100.0 @@ -93536,8 +98536,8 @@ https://github.com/armosec/regolibrary: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/arslanbilal/git-cheat-sheet: + addition_method: manual content_hash: c263d3474671da6aee00f06477d2cf21e1b71609533804a19070230671efc968 description: '' health_score: 100.0 @@ -93553,8 +98553,8 @@ https://github.com/arslanbilal/git-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/arttor/helmify: + addition_method: manual content_hash: 95af44ea2bd1b9252e87920a85c9df5d9b5f24886fc5e6bd00264af5fbf46866 description: '' gh_license: MIT @@ -93575,8 +98575,8 @@ https://github.com/arttor/helmify: - kubernetes-tools.md - yaml.md year: N/A - addition_method: manual https://github.com/arun-gupta/docker-jenkins-pipeline: + addition_method: manual content_hash: 850f58fedd04dc18d048d11e49b9b071128fdfd5e72db40e2d38139deff04889 description: '' health_score: 100.0 @@ -93592,8 +98592,8 @@ https://github.com/arun-gupta/docker-jenkins-pipeline: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/asdf-community/asdf-kubectl: + addition_method: manual content_hash: 10d02cbbb3fd4e0ddf173cd2217d9b1d4ddc7870a563b7997224ee5708e67da8 gh_license: MIT gh_pushed: '2025-11-12T15:57:32Z' @@ -93608,8 +98608,8 @@ https://github.com/asdf-community/asdf-kubectl: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/asim/go-micro: + addition_method: manual content_hash: 4480b6aeafbe7b209f8e12f66ba1c0fd250f07d5f8ff5d5e19aa614a730ba7ff description: '' health_score: 100.0 @@ -93619,8 +98619,8 @@ https://github.com/asim/go-micro: v1_locations: - docs/golang.md year: N/A - addition_method: manual https://github.com/askmeegs/learn-istio: + addition_method: manual ai_summary: 'Practical repository dedicated to learning Istio basics. Note: Lacks recent updates (>4 years inactive), served primarily as a legacy training framework.' complexity: Intermediate @@ -93646,8 +98646,8 @@ https://github.com/askmeegs/learn-istio: v2_locations: - istio.md year: N/A - addition_method: manual https://github.com/askmeegs/yaml-your-cloud: + addition_method: manual ai_summary: Demonstration codebase representing compositions and templates for unified cloud infrastructure configurations, providing a reference layout for Crossplane training labs. @@ -93677,8 +98677,8 @@ https://github.com/askmeegs/yaml-your-cloud: v2_locations: - crossplane.md year: N/A - addition_method: manual https://github.com/asobti/kube-monkey: + addition_method: manual content_hash: 64ba2f1a6d1eaad7862d63edda60c42a1ecf91065bb3327bfef52a3adc90ce5d description: '' gh_license: Apache-2.0 @@ -93697,8 +98697,8 @@ https://github.com/asobti/kube-monkey: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://github.com/astefanutti/kubebox: + addition_method: manual content_hash: dd1e5c18d53d7353fcaad0e52d8769c617b69ac7d6821f62e8975f70e7cdd0ea description: '' gh_license: MIT @@ -93717,8 +98717,8 @@ https://github.com/astefanutti/kubebox: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/astral-sh/ruff: + addition_method: manual content_hash: 00e4cdf7ccac1fddbb00564f504169888829f18e865b1595287c4892ad556867 description: '' gh_license: MIT @@ -93739,8 +98739,8 @@ https://github.com/astral-sh/ruff: - python.md - visual-studio.md year: N/A - addition_method: manual https://github.com/atinfo/awesome-test-automation: + addition_method: manual content_hash: 122c77eeac0f609a07457f5415a2e09524d356674ed39f58d08a783a9cabde68 description: '' health_score: 100.0 @@ -93759,8 +98759,8 @@ https://github.com/atinfo/awesome-test-automation: - other-awesome-lists.md - qa.md year: N/A - addition_method: manual https://github.com/atombender/ktail: + addition_method: manual content_hash: df0e7f2e8603144cba19bbf1aac09e4afeb62d7e17c9b896b903d5b2ca6a69fb description: '' gh_license: MIT @@ -93779,8 +98779,8 @@ https://github.com/atombender/ktail: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/auchenberg/volkswagen: + addition_method: manual content_hash: 93b447d3c580cbc91864737ac4c76580b4f07569783000abe2a687b53a4393b4 description: '' gh_license: MIT @@ -93799,8 +98799,8 @@ https://github.com/auchenberg/volkswagen: v2_locations: - qa.md year: N/A - addition_method: manual https://github.com/authelia/authelia: + addition_method: manual content_hash: 2209fc4a3a7d59e14441ca939b359b22219057aece6ca60b5085c4dd362d194e description: '' gh_license: Apache-2.0 @@ -93819,8 +98819,8 @@ https://github.com/authelia/authelia: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/automateyournetwork/automate_your_network: + addition_method: manual content_hash: 5d31d3be43cf606cbb74f11b646eb7b881cad9edf676806d16c1f0613eab0b1f description: '' gh_license: GPL-3.0 @@ -93840,8 +98840,8 @@ https://github.com/automateyournetwork/automate_your_network: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/avelino/awesome-go: + addition_method: manual ai_summary: The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. @@ -93873,8 +98873,8 @@ https://github.com/avelino/awesome-go: - golang.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/avencera/yamine: + addition_method: manual ai_summary: A Rust-implemented CLI parser designed to optimize YAML file validation and structural queries. Under MVQ guidelines, it is categorized as legacy due to low active development, but remains a fast, lightweight local query option. @@ -93906,8 +98906,8 @@ https://github.com/avencera/yamine: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/awesome-devops/awesome-ansible: + addition_method: manual content_hash: a6d2538e3c6f7054fdc0b96563cc79781689be4289ad2df477cefddcdf223336 description: '' health_score: 100.0 @@ -93917,8 +98917,8 @@ https://github.com/awesome-devops/awesome-ansible: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://github.com/awesome-foss/awesome-sysadmin: + addition_method: manual ai_summary: An incredibly rich curation containing production-grade open source utilities, control planes, networking layers, and security mechanisms used daily by systems architects and site reliability engineers. @@ -93953,8 +98953,8 @@ https://github.com/awesome-foss/awesome-sysadmin: - iac.md - monitoring.md year: N/A - addition_method: manual https://github.com/awesome-it/adeploy: + addition_method: manual content_hash: 73a59f2bcd53854998e44781b7181e97d3587dda6739ea22414a016470c72775 description: '' gh_license: BSD-3-Clause @@ -93973,8 +98973,8 @@ https://github.com/awesome-it/adeploy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/awesome-soft/awesome-devops: + addition_method: manual content_hash: df038a8577496df46981aaba137c4729d4fc5c6a96ae3e93c4a617ce97612df7 description: '' gh_license: MIT @@ -93994,8 +98994,8 @@ https://github.com/awesome-soft/awesome-devops: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/awesome-sre/awesome-sre: + addition_method: manual content_hash: 021ccfb5e4969ceefc90fd61ddc505c9db6b049211b74bb0a466925c3524ec19 description: '' health_score: 100.0 @@ -94012,8 +99012,8 @@ https://github.com/awesome-sre/awesome-sre: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/aws-cloudformation/cloudformation-guard: + addition_method: manual content_hash: 80aa712b02fec3418dc86d022a043d90881873d43e7b6851962e9fd01ec6da8e description: '' gh_license: Apache-2.0 @@ -94025,8 +99025,8 @@ https://github.com/aws-cloudformation/cloudformation-guard: v1_locations: - docs/aws-iac.md year: N/A - addition_method: manual https://github.com/aws-controllers-k8s/community: + addition_method: manual ai_summary: Official community hub and development ecosystem for ACK (AWS Controllers for Kubernetes). Enables teams to model and provision standard cloud resources like RDS databases, SQS queues, and S3 buckets directly using native Kubernetes @@ -94059,8 +99059,8 @@ https://github.com/aws-controllers-k8s/community: - managed-kubernetes-in-public-cloud.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/aws-ia/terraform-aws-eks-blueprints: + addition_method: manual ai_summary: A highly opinionated, production-ready collection of Terraform modules designed to accelerate Amazon EKS cluster deployments. Live Grounding highlights its architecture for bootstrapping clusters with essential add-ons like Karpenter, @@ -94094,8 +99094,8 @@ https://github.com/aws-ia/terraform-aws-eks-blueprints: - managed-kubernetes-in-public-cloud.md - terraform.md year: N/A - addition_method: manual https://github.com/aws-ia/terraform-aws-eks-blueprints/blob/main/docs/v4-to-v5/motivation.md: + addition_method: manual content_hash: 2c9c034bfea790f9e75891f8aad8bd0022eaa94cd283c308e84cbea5611b9ab2 description: '' gh_license: Apache-2.0 @@ -94107,8 +99107,8 @@ https://github.com/aws-ia/terraform-aws-eks-blueprints/blob/main/docs/v4-to-v5/m v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/aws-observability: + addition_method: manual content_hash: 32f9ed227a0d9d466b2608c94a92bdcba69daa5957985988f41e207df893e9c1 description: '' health_score: 100.0 @@ -94124,15 +99124,15 @@ https://github.com/aws-observability: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/aws-observability/terraform-aws-observability-accelerator: + addition_method: manual content_hash: 7160eea9597c82c0cbab2e806ff4aa39884346cc33c66281304796c207d8a342 health_score: 100.0 last_checked: 1779032780.159265 v1_locations: - docs/terraform.md - addition_method: manual https://github.com/aws-quickstart/cdk-eks-blueprints: + addition_method: manual content_hash: 0dfa9e033918308136eab12a441be32ed43249e4d49bd227ab3aa9e566596a55 description: '' health_score: 100.0 @@ -94142,8 +99142,8 @@ https://github.com/aws-quickstart/cdk-eks-blueprints: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/aws-samples: + addition_method: manual content_hash: 818b25c8b128c4cc08f1b407654a5168ca85db1486768edb4d8634628e815922 description: '' health_score: 100.0 @@ -94159,8 +99159,8 @@ https://github.com/aws-samples: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/aws-samples/aws-auto-inventory: + addition_method: manual content_hash: d313f0e1c1d23aa70404f9af62b2948d85be04af17d3609ce1a0253fc928a08c description: '' gh_license: Apache-2.0 @@ -94179,8 +99179,8 @@ https://github.com/aws-samples/aws-auto-inventory: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/aws-samples/aws-cdk-for-k3scluster: + addition_method: manual content_hash: c2b3307d5505a3dde5e67e92035a8d1a9872f9d58d9450854c4259e2e2a9a1cd description: '' gh_license: MIT @@ -94199,8 +99199,8 @@ https://github.com/aws-samples/aws-cdk-for-k3scluster: v2_locations: - rancher.md year: N/A - addition_method: manual https://github.com/aws-samples/aws-cdk-stack-builder-tool: + addition_method: manual content_hash: 93a3ebf7ea5faff6c84b491c2841b309a61ceb63f65f710297d3782e44d4c829 description: '' gh_license: MIT-0 @@ -94219,8 +99219,8 @@ https://github.com/aws-samples/aws-cdk-stack-builder-tool: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/aws-samples/aws-customer-playbook-framework: + addition_method: manual content_hash: 82978fb0b4badce58791e9b1211ffc292cb1b18641bd837172c86e076e686297 description: '' gh_license: NOASSERTION @@ -94239,8 +99239,8 @@ https://github.com/aws-samples/aws-customer-playbook-framework: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/aws-samples/aws-eks-accelerator-for-terraform: + addition_method: manual content_hash: b10114e005af34dd0a1b090b242ad5d0300ce15888760f434b4a9c9f669918da description: '' health_score: 100.0 @@ -94251,8 +99251,8 @@ https://github.com/aws-samples/aws-eks-accelerator-for-terraform: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://github.com/aws-samples/aws-network-hub-for-terraform: + addition_method: manual content_hash: f90f133dc5fdb9937ae0040c9da9cfe80b3a117b17c361d19a75f217f09d5e2e description: '' gh_license: MIT-0 @@ -94271,8 +99271,8 @@ https://github.com/aws-samples/aws-network-hub-for-terraform: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/aws-samples/aws-secrets-manager-hybrid-secret-replication-from-hashicorp-vault: + addition_method: manual content_hash: e6966ffed386f7a22e26fdd7e5a35687d807fc1c6dda1c86f60058dd915c314a description: '' gh_license: MIT-0 @@ -94292,8 +99292,8 @@ https://github.com/aws-samples/aws-secrets-manager-hybrid-secret-replication-fro v2_locations: - aws-security.md year: N/A - addition_method: manual https://github.com/aws-samples/aws-training-demo: + addition_method: manual content_hash: e5f76d0406a15b046932dbd2d9018593d8479bc2555802fc14e9153e30744ddf description: '' health_score: 100.0 @@ -94303,8 +99303,8 @@ https://github.com/aws-samples/aws-training-demo: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/aws-samples/aws-waf-ops-dashboards: + addition_method: manual content_hash: dcaf014a4d72a7da3894d5ce0acf5bc9846ef88858e8f35e4dc73bd084f64814 description: '' gh_license: MIT-0 @@ -94323,8 +99323,8 @@ https://github.com/aws-samples/aws-waf-ops-dashboards: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/aws-samples/hardeneks: + addition_method: manual ai_summary: A command-line interface tool designed to run programmatic audits against an EKS cluster to identify violations of EKS Best Practices. It reviews cluster networking, IAM, configuration control, and pod policies. The output acts as an @@ -94355,8 +99355,8 @@ https://github.com/aws-samples/hardeneks: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent: + addition_method: manual ai_summary: AWS-designed node agent blueprint created to identify running Kubernetes containers vulnerable to CVE-2021-44228. Highly specialized diagnostic tool, now maintained as a historical archive. @@ -94386,8 +99386,8 @@ https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/aws-samples/resource-tagging-automation: + addition_method: manual content_hash: 353e106235cad0b0eb9a3d84375d179ed0575446d2bb8833813930176db4411c description: '' gh_license: MIT-0 @@ -94406,8 +99406,8 @@ https://github.com/aws-samples/resource-tagging-automation: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/aws-samples/serverless-java-frameworks-samples: + addition_method: manual content_hash: 867180f2e91e7ff5a77f1975a4475a158eee7e6d192f07ef1fec431162932a46 description: '' gh_license: MIT-0 @@ -94427,8 +99427,8 @@ https://github.com/aws-samples/serverless-java-frameworks-samples: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/aws-samples/service-catalog-engine-for-terraform-os: + addition_method: manual content_hash: 141ecec3f0fa591c8ce5cf754d915850551d85b3d2218af4ef16c82b25ff0ead description: '' gh_license: Apache-2.0 @@ -94447,8 +99447,8 @@ https://github.com/aws-samples/service-catalog-engine-for-terraform-os: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/aws-samples/service-control-policy-examples: + addition_method: manual content_hash: ef3f0e023a64271f4be0f8d1359af9025a8e6cb503d00a91f8a3642438dab932 description: '' gh_license: MIT-0 @@ -94467,8 +99467,8 @@ https://github.com/aws-samples/service-control-policy-examples: v2_locations: - aws-security.md year: N/A - addition_method: manual https://github.com/aws-samples/visualize-iam-access-analyzer-policy-validation-findings: + addition_method: manual content_hash: f3fa9a4196c5cb6dc490af4524fd9c48039fe8b55ccc0ca58794beb6cb5b1a40 description: '' gh_license: MIT-0 @@ -94488,8 +99488,8 @@ https://github.com/aws-samples/visualize-iam-access-analyzer-policy-validation-f v2_locations: - aws-security.md year: N/A - addition_method: manual https://github.com/aws-samples/well-architected-iac-analyzer: + addition_method: manual ai_summary: An AWS-sourced open-source analyzer designed to inspect Infrastructure as Code (CloudFormation, Terraform) templates against AWS Well-Architected practices before deployment. Grounding demonstrates how incorporating this tool into continuous @@ -94524,8 +99524,8 @@ https://github.com/aws-samples/well-architected-iac-analyzer: - aws-architecture.md - iac.md year: N/A - addition_method: manual https://github.com/aws-solutions/aws-waf-security-automations: + addition_method: manual gh_license: Apache-2.0 gh_pushed: '2026-05-19T17:17:13Z' gh_stars: 922 @@ -94535,8 +99535,8 @@ https://github.com/aws-solutions/aws-waf-security-automations: - '[COMMUNITY-TOOL]' v2_locations: - aws-security.md - addition_method: manual https://github.com/aws/amazon-ec2-metadata-mock: + addition_method: manual content_hash: 7170fe54585c143eba0319e7e780f6b9f481c4686eca4726f5bc412f81116a29 description: '' gh_license: Apache-2.0 @@ -94555,8 +99555,8 @@ https://github.com/aws/amazon-ec2-metadata-mock: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://github.com/aws/amazon-eks-pod-identity-webhook: + addition_method: manual ai_summary: An essential mutation webhook that automatically injects AWS IAM variables and credentials into Kubernetes Pod structures. Enables fine-grained authorization policies (IRSA) allowing pods to securely access specific AWS cloud API actions @@ -94588,8 +99588,8 @@ https://github.com/aws/amazon-eks-pod-identity-webhook: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/aws/aws-node-termination-handler: + addition_method: manual ai_summary: High-efficiency agent ensuring EKS pod rescheduling during abrupt EC2 instance maintenance events, Spot interruptions, or ASG rebalance recommendations. Gracefully drains affected nodes, maintaining overall cluster operational reliability. @@ -94623,8 +99623,8 @@ https://github.com/aws/aws-node-termination-handler: - managed-kubernetes-in-public-cloud.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/aws/containers-roadmap: + addition_method: manual content_hash: a651d1bd73fd7a541f169ac4c3c373abe2c1fcb7b07c5ef981f09037ca9c4b64 description: '' gh_license: NOASSERTION @@ -94643,8 +99643,8 @@ https://github.com/aws/containers-roadmap: v2_locations: - aws.md year: N/A - addition_method: manual https://github.com/aws/eks-anywhere: + addition_method: manual ai_summary: An open-source tool that allows operators to easily create and run on-premises Kubernetes clusters using the curated distribution of Amazon EKS. It brings EKS lifecycle management tooling, security tooling, and optimization practices into @@ -94676,8 +99676,8 @@ https://github.com/aws/eks-anywhere: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/aws/eks-charts: + addition_method: manual ai_summary: The official Helm chart repository maintained by Amazon Web Services to bootstrap essential cluster add-ons. Hosts deployment packages for tools such as the App Mesh Controller, AWS Load Balancer Controller, Node Termination Handler, @@ -94710,8 +99710,8 @@ https://github.com/aws/eks-charts: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/aws/eks-distro: + addition_method: manual ai_summary: Amazon EKS Distro provides the exact open-source Kubernetes components, patches, and dependencies validated by Amazon Web Services for its own managed EKS clusters. Live Grounding verifies its role in letting teams run identical, @@ -94743,8 +99743,8 @@ https://github.com/aws/eks-distro: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/aws/karpenter-provider-aws: + addition_method: manual content_hash: 5efc45c20734350a0c65c8fc00f26170d524537559c5104c344a46a18a3b0ff5 gh_license: Apache-2.0 gh_pushed: '2026-05-21T22:29:33Z' @@ -94759,8 +99759,8 @@ https://github.com/aws/karpenter-provider-aws: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/aws/secrets-store-csi-driver-provider-aws: + addition_method: manual ai_summary: The official AWS Secrets Manager provider for the Kubernetes Secrets Store CSI Driver. Enables mounting secrets as files directly to Pod volumes, removing the need to store sensitive data in the etcd database. @@ -94791,8 +99791,8 @@ https://github.com/aws/secrets-store-csi-driver-provider-aws: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/awslabs: + addition_method: manual ai_summary: AWS's central laboratory incubator on GitHub housing thousands of reference architectures, automation scripts, and experimental SDKs. Grounding validates this organization as a primary resource for cloud-native engineering patterns. @@ -94824,8 +99824,8 @@ https://github.com/awslabs: - aws-tools-scripts.md - aws.md year: N/A - addition_method: manual https://github.com/awslabs/amazon-ecr-credential-helper: + addition_method: manual content_hash: 6485c879c08e0048456259670896b18bcea1520aad1490fd027b541df0bf53cf description: '' gh_license: Apache-2.0 @@ -94844,8 +99844,8 @@ https://github.com/awslabs/amazon-ecr-credential-helper: v2_locations: - aws-containers.md year: N/A - addition_method: manual https://github.com/awslabs/amazon-eks-ami/issues/183: + addition_method: manual content_hash: 3efb5a631c9ef42d3718b7947268b418aa37ae03667c290e8272049c88c56339 description: '' gh_license: MIT-0 @@ -94864,8 +99864,8 @@ https://github.com/awslabs/amazon-eks-ami/issues/183: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/awslabs/amazon-s3-tar-tool: + addition_method: manual content_hash: 2a13e2400114619f000a6378403d1e6537ba17a05b54e1aba3d239eb2dbfa011 description: '' gh_license: Apache-2.0 @@ -94884,8 +99884,8 @@ https://github.com/awslabs/amazon-s3-tar-tool: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/awslabs/assisted-log-enabler-for-aws: + addition_method: manual content_hash: a639dceeef558c6cfb347e005da2e3088994cf965c57d0af619e56dd2d1e96b2 description: '' gh_license: Apache-2.0 @@ -94905,8 +99905,8 @@ https://github.com/awslabs/assisted-log-enabler-for-aws: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/awslabs/aws-cloudsaga: + addition_method: manual content_hash: 72b2d374572c51c3b212c0901e24f9e113bba18f791604eb743c29512ba40d18 description: '' gh_license: Apache-2.0 @@ -94925,8 +99925,8 @@ https://github.com/awslabs/aws-cloudsaga: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/awslabs/aws-kubernetes-migration-factory: + addition_method: manual ai_summary: The AWS Kubernetes Migration Factory provides an automated, programmatic framework for migrating legacy VM-based or on-premises workloads into Amazon EKS. Curator Insight notes its structured pipelines that reduce migration errors, while @@ -94959,8 +99959,8 @@ https://github.com/awslabs/aws-kubernetes-migration-factory: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/awslabs/aws-waf-sample: + addition_method: manual content_hash: 18765cc1d9a80d454aac4d31c5e3e3ac458ca6d5e0b2885f71a2544369fae56e description: '' health_score: 100.0 @@ -94970,8 +99970,8 @@ https://github.com/awslabs/aws-waf-sample: v1_locations: - docs/aws-security.md year: N/A - addition_method: manual https://github.com/awslabs/cdk-eks-blueprints: + addition_method: manual ai_summary: An AWS Cloud Development Kit (CDK) based framework that simplifies bootstrapping and configuring production-ready EKS clusters. Synthesizing developer insight with live deployment footprints, it provides programmatic control over EKS configurations, @@ -95003,8 +100003,8 @@ https://github.com/awslabs/cdk-eks-blueprints: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual https://github.com/awslabs/cdk8s: + addition_method: manual content_hash: 4e4e6aa8ff97716ee088cd364fca4f83a29ce3f6ce9958ffd8b73eae54db2a2b description: '' health_score: 100.0 @@ -95014,8 +100014,8 @@ https://github.com/awslabs/cdk8s: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/awslabs/cognito-at-edge: + addition_method: manual content_hash: e404f89183c7624b41303bf7684985db4f495ce1cd01b7ad90a9c0fb6a4c06b0 description: '' gh_license: Apache-2.0 @@ -95034,8 +100034,8 @@ https://github.com/awslabs/cognito-at-edge: v2_locations: - aws-security.md year: N/A - addition_method: manual https://github.com/awslabs/diagram-as-code: + addition_method: manual content_hash: b785f63e07b6aec35d948693162ca6d59795c1bfaa2c91d1abd5b15d121ac443 description: '' gh_license: Apache-2.0 @@ -95054,8 +100054,8 @@ https://github.com/awslabs/diagram-as-code: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://github.com/awslabs/eks-node-viewer: + addition_method: manual ai_summary: A CLI tool that visualizes the current cost, resource usage, and allocation of nodes within an EKS cluster. Highly valued by teams using dynamic scaling engines like Karpenter, it aggregates financial metrics to show real-time workload-to-infrastructure @@ -95086,8 +100086,8 @@ https://github.com/awslabs/eks-node-viewer: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/awslabs/karpenter: + addition_method: manual content_hash: d5d81bd6f2e1a86399f0b28a8b016245f35a425de82ac20bad1a52be5f295000 description: '' health_score: 100.0 @@ -95097,8 +100097,8 @@ https://github.com/awslabs/karpenter: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/awslabs/specctl: + addition_method: manual ai_summary: A specialized security tool developed by AWS Labs to parse, extract, and map standard Kubernetes manifest objects or ECS task definitions directly into AWS infrastructure controls. It analyzes security definitions and guarantees @@ -95130,8 +100130,8 @@ https://github.com/awslabs/specctl: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://github.com/awslabs/sustainability-scanner: + addition_method: manual content_hash: 71279f7c9292f087f392647331e6d2c66016616c552f4d963dd01cdeab02ecec description: '' gh_license: MIT-0 @@ -95150,8 +100150,8 @@ https://github.com/awslabs/sustainability-scanner: v2_locations: - aws-security.md year: N/A - addition_method: manual https://github.com/awslabs/terraform-iam-policy-validator: + addition_method: manual content_hash: 354fc7cde8325e7bd07ccd57ffd8cad06c5c037c4d909569993d56f0f166b99b description: '' gh_license: MIT-0 @@ -95170,8 +100170,8 @@ https://github.com/awslabs/terraform-iam-policy-validator: v2_locations: - aws-security.md year: N/A - addition_method: manual https://github.com/aylei/kubectl-debug: + addition_method: manual content_hash: b2309f629a8415f2d35aa07424e4548a1f1d6c70147de61c3fb8af9aad70cfd9 description: '' gh_license: Apache-2.0 @@ -95190,8 +100190,8 @@ https://github.com/aylei/kubectl-debug: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/azohra/yaml.sh: + addition_method: manual ai_summary: Curator Insight highlights yaml.sh as an experimental, pure Bash parser designed to read YAML files directly in shell scripts. Live Grounding confirms the project is legacy/inactive, but provides a clever, lightweight implementation @@ -95225,8 +100225,8 @@ https://github.com/azohra/yaml.sh: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/azsk/DevOpsKit: + addition_method: manual content_hash: b9783691731becff9ab8cc1bcd7a74dc41860191a4800d478e3ab5b7f50a0d8d description: '' gh_license: MIT @@ -95245,8 +100245,8 @@ https://github.com/azsk/DevOpsKit: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/azsk/DevOpsKit-docs: + addition_method: manual content_hash: 9ea109c8e22550cb328511be5017491ab4175b9d6e2fd928482c5860a720e853 description: '' gh_license: MIT @@ -95265,8 +100265,8 @@ https://github.com/azsk/DevOpsKit-docs: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/azure-devops: + addition_method: manual content_hash: ae1c2217d251681e10403761be33aea790e916a8ffe27adf745ccde179788b28 description: '' health_score: 100.0 @@ -95282,16 +100282,16 @@ https://github.com/azure-devops: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/azure-samples/avm-terraform-labs: + addition_method: manual content_hash: 0dacd7ef4066bcfad49dbad32e48db22e6c2e01d09f7a586d8d1178ee20b8de4 health_score: 100.0 last_checked: 1779034560.66281 v1_locations: - docs/azure.md - docs/terraform.md - addition_method: manual https://github.com/azure/fleet: + addition_method: manual content_hash: 93f4b3c26fd86766496d535ea8f271bc0280836859aaaaa3d64c6f8ecea8285e description: '' gh_license: Apache-2.0 @@ -95310,8 +100310,8 @@ https://github.com/azure/fleet: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/azure/mission-critical-online: + addition_method: manual content_hash: abd53ddd93a178e6126ca682e7336d02bbc0908b6b83723503709b118ed243dc description: '' gh_license: MIT @@ -95331,8 +100331,8 @@ https://github.com/azure/mission-critical-online: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/backstage/backstage: + addition_method: manual content_hash: f71598769ac3edd3c1ebd7b5bc5df4b8408e4ead63cbecea736f1de1182272bf description: '' gh_license: Apache-2.0 @@ -95351,8 +100351,8 @@ https://github.com/backstage/backstage: v2_locations: - devops.md year: N/A - addition_method: manual https://github.com/backube/volsync: + addition_method: manual content_hash: cc0d5ecdcf1bc68fe0f6fec3fc1972146b345ee9360c77bc1c4f39a2137d2fef description: '' gh_license: AGPL-3.0 @@ -95373,8 +100373,8 @@ https://github.com/backube/volsync: - kubernetes-tools.md - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/badarsebard/terraforge: + addition_method: manual content_hash: 63b99ff9036bd2923354bac610bb21034167f0275a775b70206cc8bd62902b83 description: '' gh_license: MPL-2.0 @@ -95393,8 +100393,8 @@ https://github.com/badarsebard/terraforge: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/bank-vaults/bank-vaults: + addition_method: manual content_hash: 82cc5a2a6f76cd56252c4ff64ac9970ca7e76551690aa752a0ff821067b4d0a8 description: '' gh_license: Apache-2.0 @@ -95413,8 +100413,8 @@ https://github.com/bank-vaults/bank-vaults: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/banzaicloud/dast-operator: + addition_method: manual content_hash: 33d4bf37c50364106e93e54bbb6629dcda56920719fa4685e7a3b4d4bbc7e167 description: '' gh_license: Apache-2.0 @@ -95433,8 +100433,8 @@ https://github.com/banzaicloud/dast-operator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/banzaicloud/kafka-operator: + addition_method: manual content_hash: ea86f213227b0ac761ebd947b56dd615515e6061bbfe225846dc1b0b7d55ac79 description: '' health_score: 100.0 @@ -95444,8 +100444,8 @@ https://github.com/banzaicloud/kafka-operator: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://github.com/banzaicloud/koperator: + addition_method: manual ai_summary: The Banzai Cloud Koperator simplifies Apache Kafka operations on top of Kubernetes clusters. It implements granular auto-scaling, Cruise Control-assisted broker load rebalancing, and self-healing systems directly within the cluster @@ -95477,8 +100477,8 @@ https://github.com/banzaicloud/koperator: v2_locations: - message-queue.md year: '2024' - addition_method: manual https://github.com/banzaicloud/thanos-operator: + addition_method: manual content_hash: a6b7f7dbe7bbbfe7aa995b7e9f3a74874903bfe55c21106c1ac3e19c8598d823 description: '' gh_license: Apache-2.0 @@ -95497,8 +100497,8 @@ https://github.com/banzaicloud/thanos-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/bbl/secretize: + addition_method: manual content_hash: aaaf92a6d099ab669769db6ea68561457fca407d63fcc8e7879ab54790ade02e description: '' gh_license: MIT @@ -95517,8 +100517,8 @@ https://github.com/bbl/secretize: v2_locations: - kustomize.md year: N/A - addition_method: manual https://github.com/bcicen/ctop: + addition_method: manual content_hash: 81e1a5f56cdb13c1a00083103c9715c784866560a1c72dd62b5e15ed4f3a7c63 description: '' gh_license: MIT @@ -95537,8 +100537,8 @@ https://github.com/bcicen/ctop: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/bee-travels/openapi-comment-parser: + addition_method: manual content_hash: 8d1464d334295697793b039a4e2b455df6768ddbc8c960dfda7e341ff0912c54 description: '' gh_license: Apache-2.0 @@ -95557,8 +100557,8 @@ https://github.com/bee-travels/openapi-comment-parser: v2_locations: - api.md year: N/A - addition_method: manual https://github.com/benc-uk/kubeview: + addition_method: manual content_hash: 2611a5a8c8fd23c3f7733eb5190b56b0ae6a3e4d45fdcdf6762fefff4846d545 description: '' gh_license: MIT @@ -95577,8 +100577,8 @@ https://github.com/benc-uk/kubeview: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/binhnguyennus/awesome-scalability: + addition_method: manual content_hash: d30178979d8ff158c75f71a54cc4423ffc9d6a06ad35eae9fb6b5ca1813913d2 description: '' gh_license: MIT @@ -95598,15 +100598,15 @@ https://github.com/binhnguyennus/awesome-scalability: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/biosimulations/biosimulations: + addition_method: manual content_hash: d94d1b623ca4b6c1534f95fe0ace391867b6c7dd180d664292d381c91f91c3ac health_score: 100.0 last_checked: 1779034560.76264 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://github.com/biosimulations/deployment: + addition_method: manual content_hash: fa5a8e09045193aa8dcccdc5df9a0b16bb458338531eb5eaf3481c97d5190a86 description: '' gh_license: MIT @@ -95625,8 +100625,8 @@ https://github.com/biosimulations/deployment: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/bit-cloner/ecrcp: + addition_method: manual content_hash: 7e2b0d2b0ff78890b32eab285b671fa3ba55196ec1919a0385b17e36a8784944 description: '' health_score: 100.0 @@ -95644,8 +100644,8 @@ https://github.com/bit-cloner/ecrcp: - kubernetes-tools.md - aws-containers.md year: N/A - addition_method: manual https://github.com/bit-cloner/kcg: + addition_method: manual content_hash: 5b3f063a63c487a1455c56e4d74e4214f90f370d82129b35e550a4ee325eabd6 description: '' gh_license: MIT @@ -95664,8 +100664,8 @@ https://github.com/bit-cloner/kcg: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/bit-cloner/poke: + addition_method: manual ai_summary: An opinionated tool written to simplify and streamline provisioning of EKS clusters with specific default addons. Due to inactivity for more than four years, it is classified as legacy; teams should look to Terraform, Pulumi, @@ -95694,8 +100694,8 @@ https://github.com/bit-cloner/poke: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/bitnami-labs/kubewatch: + addition_method: manual content_hash: 86a2aadcf296a2d87fd6d458ec25b123a24e9270ed6027c8971ef1649221acb8 description: '' health_score: 100.0 @@ -95705,8 +100705,8 @@ https://github.com/bitnami-labs/kubewatch: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/bitnami/kubecfg: + addition_method: manual content_hash: bb3d5954a600ef594c5c6906e8dd1523194c3c9b1259bd7c4aaf6dde5fc87f53 description: '' health_score: 100.0 @@ -95716,8 +100716,8 @@ https://github.com/bitnami/kubecfg: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/blendle/kubecrt: + addition_method: manual ai_summary: An early-stage, archived utility developed to convert Helm charts into raw Kubernetes manifests. While superseded by standard native features like 'helm template', it remains a historic reference for early manifest-rendering strategies. @@ -95747,8 +100747,8 @@ https://github.com/blendle/kubecrt: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/bloomberg/goldpinger: + addition_method: manual content_hash: 5a906ec37741f8a82781e9e2c6196860fcb8b11251866231046ab986fc61ee7c description: '' gh_license: Apache-2.0 @@ -95767,8 +100767,8 @@ https://github.com/bloomberg/goldpinger: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/bloomberg/memray: + addition_method: manual content_hash: 9be53de03b150e560c31ef702fbf954ed599304266538a270b551a89cac52663 description: '' gh_license: Apache-2.0 @@ -95787,8 +100787,8 @@ https://github.com/bloomberg/memray: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/bluefrg/bitbucket-auto-merge: + addition_method: manual content_hash: 2536b6d8b2279bd5db3fd12b921818904b1e4467b3feddc8d7fcc2bafa1693f9 description: '' health_score: 100.0 @@ -95798,8 +100798,8 @@ https://github.com/bluefrg/bitbucket-auto-merge: v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.com/bluxmit/alnoda-workspaces: + addition_method: manual ai_summary: A specialized development workspace designed to streamline the execution of Kubespray and Ansible operations. It bundles critical tools, CLI utilities, and playbooks in a containerized sandbox to prevent local dependency conflicts @@ -95830,8 +100830,8 @@ https://github.com/bluxmit/alnoda-workspaces: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/bmaynard/kubevol: + addition_method: manual content_hash: 6a7da73d86c4ed1ad1af29324d3711a520570bfdfdf6524f822389ea5fd37dd2 description: '' gh_license: GPL-3.0 @@ -95850,8 +100850,8 @@ https://github.com/bmaynard/kubevol: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/bmuschko/ckad-crash-course: + addition_method: manual content_hash: 036f2eff18d8bcecd44deb08c1c2cac124913756765535397a7eca244f0a5334 description: '' health_score: 100.0 @@ -95868,8 +100868,8 @@ https://github.com/bmuschko/ckad-crash-course: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/bmuschko/ckad-prep: + addition_method: manual content_hash: a15629426df06a5e46361d07a2d7f517676aded3640b46ec2478916bfb3b7d7a description: '' health_score: 100.0 @@ -95885,8 +100885,8 @@ https://github.com/bmuschko/ckad-prep: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/bodywork-ml/bodywork-core: + addition_method: manual content_hash: b5aea08cb00293bda96f65851a9a2191c197bdc9e4ef09bee42e3ce3d88ad27c description: '' gh_license: AGPL-3.0 @@ -95905,8 +100905,8 @@ https://github.com/bodywork-ml/bodywork-core: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/boltops-tools/kubes: + addition_method: manual content_hash: 52c8136ce905cca1e7d8ac95bd4c0bb87c81ae772e3ebb054d4af61ff4445a7b description: '' gh_license: Apache-2.0 @@ -95925,8 +100925,8 @@ https://github.com/boltops-tools/kubes: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/borchero/meerkat: + addition_method: manual content_hash: da6037ae1fc02f0d734024ace407f92ad38ab9bb7c01686b260d10d32e54a420 description: '' gh_license: MIT @@ -95945,8 +100945,8 @@ https://github.com/borchero/meerkat: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/borchero/switchboard: + addition_method: manual content_hash: 39bbd3ced60c70fc8cf5abb1d81edbc2300273c700e94076b63b58310ab7b47f description: '' gh_license: MIT @@ -95967,8 +100967,8 @@ https://github.com/borchero/switchboard: - kubernetes-tools.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/bors-ng/bors-ng: + addition_method: manual content_hash: 48e086288c13aad192af64884162e420699e25d3b1cc8799cc1fd6a7b757a1f4 description: '' gh_license: Apache-2.0 @@ -95987,8 +100987,8 @@ https://github.com/bors-ng/bors-ng: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/boto/boto: + addition_method: manual content_hash: cd49b06eb73f2532fc7eaa4832fa7c174c39ae36458bb191e5e06e18e6aa3f92 description: '' gh_license: NOASSERTION @@ -96007,8 +101007,8 @@ https://github.com/boto/boto: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/box/kube-exec-controller: + addition_method: manual ai_summary: 'Curator Insight: Controller to restrict and audit shell execution inside Kubernetes pods. Live Grounding: Inactive for over five years. Superseded by newer ephemeral container mechanics and modern service mesh execution boundaries.' @@ -96040,8 +101040,8 @@ https://github.com/box/kube-exec-controller: - kubernetes-security.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/box/kube-iptables-tailer: + addition_method: manual content_hash: c354ad86a39a806991da9793087a82af802fc0958dab8bdaccc520690099c0c0 description: '' gh_license: Apache-2.0 @@ -96060,8 +101060,8 @@ https://github.com/box/kube-iptables-tailer: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/bpftrace/bpftrace: + addition_method: manual ai_summary: A high-level tracing language and diagnostic tool for Linux eBPF. It allows developers to analyze kernel events, memory limits, and process lifecycles with minimal execution overhead. @@ -96092,8 +101092,8 @@ https://github.com/bpftrace/bpftrace: v2_locations: - linux.md year: '2026' - addition_method: manual https://github.com/bregman-arie/devops-exercises: + addition_method: manual content_hash: 74f02f679be571f5cbde19766052dcc39fdac290a01354dc045033912e6304c1 description: '' gh_license: NOASSERTION @@ -96115,8 +101115,8 @@ https://github.com/bregman-arie/devops-exercises: - other-awesome-lists.md - demos.md year: N/A - addition_method: manual https://github.com/bregman-arie/devops-resources: + addition_method: manual content_hash: 9ff97eac6df2ac9efd2f8276a5c9580d0a37f227613f7113e5741f45e51d52ea description: '' health_score: 100.0 @@ -96133,8 +101133,8 @@ https://github.com/bregman-arie/devops-resources: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/brennerm/uptimerobot-operator: + addition_method: manual content_hash: 019ed7ba4756bb460e0fb2c270bbffd3c8e917906e4007d7d6397ce57c2e01fe description: '' gh_license: MIT @@ -96153,8 +101153,8 @@ https://github.com/brennerm/uptimerobot-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/bridgecrewio/AirIAM: + addition_method: manual content_hash: 09ac371fb9ddc2a4b26fbab44ac8cee1b1d19e6581f91e3655a4ee002aea67b4 description: '' gh_license: Apache-2.0 @@ -96173,8 +101173,8 @@ https://github.com/bridgecrewio/AirIAM: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/bridgecrewio/checkov: + addition_method: manual content_hash: 98f69842258ecb7f450daae2e657279f373b3e71ba9dbd34c8a40e24dcdd02df description: '' gh_license: Apache-2.0 @@ -96193,8 +101193,8 @@ https://github.com/bridgecrewio/checkov: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/bridgecrewio/helm-scanner: + addition_method: manual ai_summary: A template security scanning utility that parses Helm charts to detect security misconfigurations, vulnerability signatures, and compliance policy violations. It acts as an early gate tool in CI/CD developer pipelines. @@ -96221,8 +101221,8 @@ https://github.com/bridgecrewio/helm-scanner: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/bryanl/sheaf: + addition_method: manual content_hash: f4297ddb49eb511e4a452c5b03a9cb0d21652bf0840a5e689d129dcd030cf413 description: '' gh_license: Apache-2.0 @@ -96241,8 +101241,8 @@ https://github.com/bryanl/sheaf: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/buger/jsonparser: + addition_method: manual ai_summary: An ultra-performant, zero-allocation Go JSON parsing library that bypasses reflection and standard marshaling steps. Accesses deeply nested values directly from byte streams, outperforming standard library configurations by up to 10x. @@ -96274,8 +101274,8 @@ https://github.com/buger/jsonparser: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/burrsutter/9stepsawesome: + addition_method: manual content_hash: 2dda5a7dbd683b5f7987a254ac47d2b08755f0af73d93fcdb0c36f10ad6f571d description: '' health_score: 100.0 @@ -96286,8 +101286,8 @@ https://github.com/burrsutter/9stepsawesome: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://github.com/bytebase/bytebase: + addition_method: manual ai_summary: An open-source, web-based database schema change and collaboration tool designed for developers and DBAs. Implementing a "Database GitOps" workflow, it provides multi-tenant database change management, visual SQL review, and centralized @@ -96319,8 +101319,8 @@ https://github.com/bytebase/bytebase: v2_locations: - liquibase.md year: N/A - addition_method: manual https://github.com/c0dyhi11/k3s-linkerd: + addition_method: manual content_hash: 01640813ce20a74bfa917c6f312443d87d58ecca493ab67478623e7f79309bbc description: '' gh_license: Apache-2.0 @@ -96339,8 +101339,8 @@ https://github.com/c0dyhi11/k3s-linkerd: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/cakehappens/seaworthy: + addition_method: manual content_hash: 13613895efb1f252ebf742e03ce27c20811105d3ab39cd0b5f0332e030409444 description: '' gh_license: Apache-2.0 @@ -96359,8 +101359,8 @@ https://github.com/cakehappens/seaworthy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/caldito/soup: + addition_method: manual content_hash: 3ae1c1f73278dacc640a6963eaddb565d6ae116f3322ba070c03c08347d75fe1 description: '' gh_license: Apache-2.0 @@ -96379,8 +101379,8 @@ https://github.com/caldito/soup: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/calvin-puram/awesome-kubernetes-operator-resources: + addition_method: manual content_hash: 713b023d78076df0736c083ea7910ceaa405c6373f07b36e45f409fc7aae2b36 description: '' gh_license: CC0-1.0 @@ -96400,8 +101400,8 @@ https://github.com/calvin-puram/awesome-kubernetes-operator-resources: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/carlosedp/cluster-monitoring: + addition_method: manual content_hash: a3d3a6a736de50fc3b1505948aadfbaea2fb00071f2911992a29bf71cf186969 description: '' gh_license: MIT @@ -96422,8 +101422,8 @@ https://github.com/carlosedp/cluster-monitoring: - kubernetes-tools.md - prometheus.md year: N/A - addition_method: manual https://github.com/carlosedp/lbconfig-operator: + addition_method: manual content_hash: 0cb420e6987d09ec35c12f2e9945f9ff24a337a8f85a78f5f8277b71b8086b83 description: '' gh_license: MIT @@ -96443,8 +101443,8 @@ https://github.com/carlosedp/lbconfig-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/carlosonunez/k8s-harness: + addition_method: manual content_hash: 43219a1713ceb71f2d79b4e51ebdee330214d0682945f5bb7378f8347b210c49 description: '' health_score: 100.0 @@ -96460,8 +101460,8 @@ https://github.com/carlosonunez/k8s-harness: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/carlosonunez/kubernetes-the-hard-way-on-azure: + addition_method: manual ai_summary: An adapted tutorial of Kelsey Hightower's 'Kubernetes the Hard Way' mapped directly onto Azure cloud infrastructure. Details setting up VNets, Azure NSGs, load balancers, and virtual machine scale sets manually to better understand @@ -96489,8 +101489,8 @@ https://github.com/carlosonunez/kubernetes-the-hard-way-on-azure: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/cavaliercoder/vpc-free: + addition_method: manual content_hash: 6642a03abac705fe10c8ad93cebb687fa4f56c9e9f888f675c97c706d4bff7ac description: '' gh_license: NOASSERTION @@ -96509,8 +101509,8 @@ https://github.com/cavaliercoder/vpc-free: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/cdk8s-team/cdk8s: + addition_method: manual content_hash: 4e4e6aa8ff97716ee088cd364fca4f83a29ce3f6ce9958ffd8b73eae54db2a2b description: '' gh_license: Apache-2.0 @@ -96531,8 +101531,8 @@ https://github.com/cdk8s-team/cdk8s: - kubernetes-tools.md - kubernetes-client-libraries.md year: N/A - addition_method: manual https://github.com/ceph/ceph: + addition_method: manual ai_summary: 'The industry-standard unified, distributed storage system designed to provide excellent performance, reliability, and scalability. @@ -96571,8 +101571,8 @@ https://github.com/ceph/ceph: - cloud-asset-inventory.md - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/cert-manager/approver-policy: + addition_method: manual ai_summary: An official cert-manager approver-policy extension that verifies certificate requests against user-defined security guidelines before signing actions take place. @@ -96602,8 +101602,8 @@ https://github.com/cert-manager/approver-policy: v2_locations: - kubernetes-security.md year: '2025' - addition_method: manual https://github.com/cert-manager/cert-manager: + addition_method: manual ai_summary: Consolidated record of the cert-manager project, automating dynamic certificate lifecycles to guarantee encrypted transport paths between internal microservice runtimes. @@ -96635,8 +101635,8 @@ https://github.com/cert-manager/cert-manager: - registries.md - kubernetes-security.md year: N/A - addition_method: manual https://github.com/cert-manager/policy-approver: + addition_method: manual content_hash: 77377c86ef3a506463e841cfd92ae4019df552e035539b54900d47def409cf60 description: '' health_score: 100.0 @@ -96646,8 +101646,8 @@ https://github.com/cert-manager/policy-approver: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://github.com/chaos-mesh/chaos-mesh: + addition_method: manual content_hash: dda04b09c01fae29e8fd45959bbd630e73f4e1333799a464731c56bbd42e7e70 gh_license: Apache-2.0 gh_pushed: '2026-05-03T04:42:24Z' @@ -96662,8 +101662,8 @@ https://github.com/chaos-mesh/chaos-mesh: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md - addition_method: manual https://github.com/chaosblade-io/chaosblade: + addition_method: manual content_hash: 0b7a4de55c0e224e822bb577e5c593e6911d47a8862693ad954b36a431baf3a7 description: '' gh_license: Apache-2.0 @@ -96682,8 +101682,8 @@ https://github.com/chaosblade-io/chaosblade: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://github.com/charlax/professional-programming: + addition_method: manual content_hash: f254cf680e5e80c3e9c6b39c4ed3c5cf84643f79de26334daab3f270700bb54c description: '' gh_license: MIT @@ -96704,8 +101704,8 @@ https://github.com/charlax/professional-programming: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/che-samples: + addition_method: manual content_hash: 61d5115f86c523012e35f4fe3b9fd1b3fd5b2a607c286dbc62152f7b9e638350 description: '' health_score: 100.0 @@ -96721,8 +101721,8 @@ https://github.com/che-samples: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/chen-keinan/mesh-kridik: + addition_method: manual gh_license: Apache-2.0 gh_pushed: '2024-12-09T16:56:32Z' gh_stars: 27 @@ -96732,8 +101732,8 @@ https://github.com/chen-keinan/mesh-kridik: - '[COMMUNITY-TOOL]' v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/chenjd/terraform-101: + addition_method: manual content_hash: 125f6c2be505c4d1e2cb2932a9f8bec5e1e02cee514f6c61eb8c31bdefc0a857 description: '' health_score: 100.0 @@ -96749,8 +101749,8 @@ https://github.com/chenjd/terraform-101: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/chenjiandongx/kubectl-count: + addition_method: manual content_hash: 01617c6a4198156e3ce2bb0ec9551eedf2c5993e7e7c2353355563c2340b99a8 description: '' gh_license: MIT @@ -96769,8 +101769,8 @@ https://github.com/chenjiandongx/kubectl-count: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/chenjiandongx/kubectl-images: + addition_method: manual content_hash: 13e98236ba3c418d71801ffe86340015965970737745a3ec9f6478e2aac5fd64 description: '' gh_license: MIT @@ -96789,8 +101789,8 @@ https://github.com/chenjiandongx/kubectl-images: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/chmouel/kss: + addition_method: manual content_hash: c2896a9e8114fec52c2449b0bcaa1ade652c55a80699d08f20de4fc16b6228ac description: '' gh_license: Apache-2.0 @@ -96809,8 +101809,8 @@ https://github.com/chmouel/kss: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/chr-fritz/csi-sshfs: + addition_method: manual content_hash: a158dd061ff0926b72df24dc12c73014a8233f0f9c7485cb7cfc93ed9b4959a6 description: '' gh_license: Apache-2.0 @@ -96829,8 +101829,8 @@ https://github.com/chr-fritz/csi-sshfs: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/chrislusf/seaweedfs: + addition_method: manual content_hash: de61a9b3d109057426969c8a7d760944d3795ffa627822a5be380f0c61eb3e90 description: '' gh_license: Apache-2.0 @@ -96849,8 +101849,8 @@ https://github.com/chrislusf/seaweedfs: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/chrisns/cosign-keyless-demo: + addition_method: manual ai_summary: A practical hands-on demonstration repository showing how to run keyless container image signing inside GitHub Actions with Cosign. The template provides a reference implementation for leveraging GitHub’s temporary identity token infrastructure. @@ -96880,8 +101880,8 @@ https://github.com/chrisns/cosign-keyless-demo: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/chrisns/k8s-opa-boilerplate: + addition_method: manual content_hash: 8a0b016f5f851d2b242d57ece34c8c4e59db74b3c5f76f5453c0f8fe58d69c84 description: '' gh_license: MIT @@ -96902,8 +101902,8 @@ https://github.com/chrisns/k8s-opa-boilerplate: - kustomize.md - demos.md year: N/A - addition_method: manual https://github.com/christopherhein/awesome-eks: + addition_method: manual content_hash: 93a9e5db618cb592b0f77817d16fab80c32bf37548e360f8f15b7b0d147ee9df description: '' health_score: 100.0 @@ -96913,8 +101913,8 @@ https://github.com/christopherhein/awesome-eks: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://github.com/cicdops/awesome-ciandcd: + addition_method: manual ai_summary: A highly extensive, community-curated collection targeting cloud-native CI/CD. Live Grounding verifies this repository remains a vital architectural map for discovering modern delivery platforms, container orchestrators, and automated @@ -96947,8 +101947,8 @@ https://github.com/cicdops/awesome-ciandcd: - cicd.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/cilium/tetragon: + addition_method: manual ai_summary: An eBPF-based real-time security observability and runtime enforcement tool. Built by the creators of Cilium, Tetragon enables granular process-level, network-level, and file-level security monitoring with low performance overhead, @@ -96980,8 +101980,8 @@ https://github.com/cilium/tetragon: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/cinhtau/sonatype-nexus-waffle: + addition_method: manual ai_summary: An archive project that integrates Nexus authentication with Active Directory. It is inactive and obsolete, retained purely for vintage reference purposes. @@ -97011,8 +102011,8 @@ https://github.com/cinhtau/sonatype-nexus-waffle: v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/circa10a/terraform-provider-mailform: + addition_method: manual content_hash: 179c6253105400bd3692883c5767318d8a344c169d207f1887df3eb388847fae description: '' gh_license: MPL-2.0 @@ -97031,8 +102031,8 @@ https://github.com/circa10a/terraform-provider-mailform: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/cisagov/log4j-scanner: + addition_method: manual ai_summary: CISA's open-source scanning tool utilizing targeted callback triggers to scan networks for systems vulnerable to Log4j exploits. Serves as a vital asset for federal and enterprise security auditing runs. @@ -97059,8 +102059,8 @@ https://github.com/cisagov/log4j-scanner: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/ckotzbauer/chekr: + addition_method: manual content_hash: 7051b38f708de41e58bdb9317a2523365211292d7599f817c8c551fca5b23cc2 description: '' gh_license: MIT @@ -97079,8 +102079,8 @@ https://github.com/ckotzbauer/chekr: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ckotzbauer/chekr/issues/61: + addition_method: manual content_hash: 64981e18ca235f20e325e03f8bd8e65477f0b0858a8a19b3df882c11da23659e description: '' gh_license: MIT @@ -97099,8 +102099,8 @@ https://github.com/ckotzbauer/chekr/issues/61: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ckotzbauer/vulnerability-operator: + addition_method: manual content_hash: 48b51a396e0e94d654e5e238dd08cc407cc44898fccfa028445cd33f29032737 description: '' gh_license: MIT @@ -97119,8 +102119,8 @@ https://github.com/ckotzbauer/vulnerability-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/clanktron/k3s-ansible: + addition_method: manual content_hash: 34d9e871c6f5b42ebfb9cdf1bf0744ffc0710c729a4535ea63be7ddf4f792add description: '' gh_license: Apache-2.0 @@ -97139,8 +102139,8 @@ https://github.com/clanktron/k3s-ansible: v2_locations: - rancher.md year: N/A - addition_method: manual https://github.com/clastix/capsule: + addition_method: manual content_hash: 82756c4742f62a3e237316762b895ce70a87796f7ece4032aa7093de049c5e65 description: '' health_score: 100.0 @@ -97150,8 +102150,8 @@ https://github.com/clastix/capsule: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/cli/cli: + addition_method: manual content_hash: a52e2e804b83b6dcd5c62fb973c6a49c969cf2ab698cf1ceb6de5e8c6cc46782 description: '' gh_license: MIT @@ -97163,8 +102163,8 @@ https://github.com/cli/cli: v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.com/cloud-ark/caastle: + addition_method: manual content_hash: 463ff6042883048fb4ccbba61b567694071bc7725dc37e8ba0a63107f2d49222 description: '' gh_license: Apache-2.0 @@ -97183,8 +102183,8 @@ https://github.com/cloud-ark/caastle: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cloud-ark/kubeplus: + addition_method: manual content_hash: e5a88a7c5feb987add38a79bfaec017b7fb35ebac325b9ec8f25e243ac32e335 description: '' gh_license: Apache-2.0 @@ -97205,8 +102205,8 @@ https://github.com/cloud-ark/kubeplus: - kubernetes-tools.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/cloud-bulldozer/benchmark-operator: + addition_method: manual content_hash: edfe3b8caa1da00123cb823ef49ca923957b0463f59db375b03fcd8ed2cef680 description: '' gh_license: Apache-2.0 @@ -97227,8 +102227,8 @@ https://github.com/cloud-bulldozer/benchmark-operator: - kubernetes-tools.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/cloud-bulldozer/kube-burner: + addition_method: manual content_hash: 59ce31168e8f6a50d9531f032f45f6daff0742dc413c3ff7f8c1467a566de664 description: '' health_score: 100.0 @@ -97238,8 +102238,8 @@ https://github.com/cloud-bulldozer/kube-burner: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cloud-custodian/cloud-custodian: + addition_method: manual content_hash: 4122fb4f0d8f8b9b1d5e3fd765197751c957199983189d480fa145cd59f6fc46 description: '' gh_license: Apache-2.0 @@ -97258,8 +102258,8 @@ https://github.com/cloud-custodian/cloud-custodian: v2_locations: - securityascode.md year: N/A - addition_method: manual https://github.com/cloud-native-toolkit/multi-tenancy-gitops: + addition_method: manual content_hash: 9ee4507bfa3837182a87995eb7b7b398017cf6866580d56db23d50633424d1be description: '' gh_license: Apache-2.0 @@ -97278,8 +102278,8 @@ https://github.com/cloud-native-toolkit/multi-tenancy-gitops: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/cloud66-oss/copper: + addition_method: manual content_hash: 771e183c89c06d4a087f0f058f4b331548fb3e0102fc42394040c8ab2fdeec2e description: '' gh_license: Apache-2.0 @@ -97291,8 +102291,8 @@ https://github.com/cloud66-oss/copper: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/cloudalchemy/ansible-grafana: + addition_method: manual content_hash: 3a341740ea64c94a440597d1bcb210033a257776c21175198d1f3bdea0086d82 description: '' gh_license: MIT @@ -97311,8 +102311,8 @@ https://github.com/cloudalchemy/ansible-grafana: v2_locations: - grafana.md year: N/A - addition_method: manual https://github.com/cloudalchemy/ansible-prometheus: + addition_method: manual content_hash: 49fbffd8ca22637aabd9d0dfd6ed58b745d8ab892342cbf63b7aa50a1693f875 description: '' gh_license: MIT @@ -97324,8 +102324,8 @@ https://github.com/cloudalchemy/ansible-prometheus: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/cloudbees/groovy-cps: + addition_method: manual content_hash: eef92e14e2cb59c30055868b0d43826b08d5c782554e0cdd1dd79d84b8a624d4 description: '' gh_license: Apache-2.0 @@ -97346,15 +102346,15 @@ https://github.com/cloudbees/groovy-cps: - demos.md - jenkins.md year: N/A - addition_method: manual https://github.com/cloudflare/cf-terraforming: + addition_method: manual content_hash: 64fc22ae8c4fdef0283f5a3c2088ff9d4bea2f63b2941fc5838d496f091fba74 health_score: 100.0 last_checked: 1779030500.116041 v1_locations: - docs/terraform.md - addition_method: manual https://github.com/cloudflare/lockbox: + addition_method: manual content_hash: dc51dc2ef9e0675da15a20513c781d396760eff71566a1ebdb1ec3fb38e0f38e description: '' gh_license: BSD-3-Clause @@ -97373,8 +102373,8 @@ https://github.com/cloudflare/lockbox: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cloudflare/sciuro: + addition_method: manual content_hash: 2fb02ebcd733d6320f3037287b7967cf6fde6b15a231274e7167e39d47f2ef97 description: '' gh_license: Apache-2.0 @@ -97393,8 +102393,8 @@ https://github.com/cloudflare/sciuro: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cloudfoundry/cf-for-k8s: + addition_method: manual content_hash: 5badd2857efd39600e8073bf023c6a93823e349066b6c8d844647f8228024456 description: '' gh_license: Apache-2.0 @@ -97413,8 +102413,8 @@ https://github.com/cloudfoundry/cf-for-k8s: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cloudnativelabs/kube-shell: + addition_method: manual content_hash: b1713285344920ab656e80de1eaf56475ef556603f8f2d9624e0578d32da3304 description: '' gh_license: Apache-2.0 @@ -97433,8 +102433,8 @@ https://github.com/cloudnativelabs/kube-shell: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cloudogu/gitops-patterns: + addition_method: manual content_hash: f19a9fe0d5737e1c19fb96869334f6eef6b21c3f6a15e8f27816f6cb3daa8c6c description: '' gh_license: MIT @@ -97453,8 +102453,8 @@ https://github.com/cloudogu/gitops-patterns: v2_locations: - gitops.md year: N/A - addition_method: manual https://github.com/cloudogu/gitops-playground: + addition_method: manual content_hash: a0429396c0d451066023ec05f8e6ce054c85c4f2b2d91a548401b5766a65c032 description: '' gh_license: AGPL-3.0 @@ -97473,8 +102473,8 @@ https://github.com/cloudogu/gitops-playground: v2_locations: - gitops.md year: N/A - addition_method: manual https://github.com/cloudogu/jenkinsfiles: + addition_method: manual content_hash: 359d3987e7e51eaa143d920b4185887131c580def58388d8f4da4a990a60b4f3 description: '' gh_license: MIT @@ -97493,8 +102493,8 @@ https://github.com/cloudogu/jenkinsfiles: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/cloudogu/k8s-diagrams: + addition_method: manual content_hash: 357885af0faa759dba9d088cac75fe5c6bb3e95ea6828537acfbec65fdf4723e description: '' gh_license: AGPL-3.0 @@ -97517,8 +102517,8 @@ https://github.com/cloudogu/k8s-diagrams: - cloud-arch-diagrams.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cloudposse-terraform-components/aws-eks-argocd: + addition_method: manual ai_summary: 'Curator Insight: Enterprise-ready Terraform submodule designed to deploy, configure, and bootstrap Argo CD onto an existing AWS EKS cluster. Live Grounding: Standardizes complex security configuration flags, integrates smoothly with AWS @@ -97551,8 +102551,8 @@ https://github.com/cloudposse-terraform-components/aws-eks-argocd: - gitops.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cloudposse/atmos: + addition_method: manual content_hash: 20d5de9ef09c1eb07b18e0db2146be3215adea59d789d498bb2760d09dcb71e0 description: '' gh_license: Apache-2.0 @@ -97571,8 +102571,8 @@ https://github.com/cloudposse/atmos: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/cloudposse?q=terraform-: + addition_method: manual content_hash: 222cf30de23f4494dc58700def560592c26ee19d8182496a9cec9e63d098a0f6 description: '' health_score: 100.0 @@ -97588,8 +102588,8 @@ https://github.com/cloudposse?q=terraform-: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/cloudtty/cloudtty: + addition_method: manual content_hash: 3028047efca167255852e833c529b4ebbc136ff241c39a55f7bfef920bff078c description: '' gh_license: MIT @@ -97608,8 +102608,8 @@ https://github.com/cloudtty/cloudtty: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/clusternet/clusternet: + addition_method: manual content_hash: fc6d32ef3d10ebd1ade3e69b4b3e71cda12fe6bc09e44bcb5e38c24a8900c685 description: '' gh_license: Apache-2.0 @@ -97628,8 +102628,8 @@ https://github.com/clusternet/clusternet: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/clusterpedia-io/clusterpedia: + addition_method: manual content_hash: 3775a48570c85b1417c09243062e2d6cb3e17462b934251c9410f1215318fa6d description: '' gh_license: Apache-2.0 @@ -97649,8 +102649,8 @@ https://github.com/clusterpedia-io/clusterpedia: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/clvx/k8s-rbac-model: + addition_method: manual ai_summary: 'Curator Insight: A conceptual visualization framework for modeling Kubernetes RBAC policies. Live Grounding: The project has seen zero updates in over 5 years. Deprioritized under MVQ rules due to structural obsolescence against @@ -97681,8 +102681,8 @@ https://github.com/clvx/k8s-rbac-model: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/cncf/tag-security: + addition_method: manual ai_summary: 'The definitive open-source reference registry for cloud-native security, compliance, and secure supply chain standards. Contrast: Curator Insight points to its general advisory group status, while Live Grounding confirms its Security @@ -97714,8 +102714,8 @@ https://github.com/cncf/tag-security: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/cni-genie/CNI-Genie: + addition_method: manual content_hash: 86431846eeb87d1bd76fb941fa4b2156d7b39cf1ceb2cf7e0be39dd82f532351 description: '' gh_license: Apache-2.0 @@ -97727,8 +102727,8 @@ https://github.com/cni-genie/CNI-Genie: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://github.com/cnrancher/autok3s: + addition_method: manual content_hash: 1c1ad8e505e61906ce2c7b545f0e5cd62a00cc56b4fbf1dda53728c345269f05 description: '' gh_license: Apache-2.0 @@ -97747,8 +102747,8 @@ https://github.com/cnrancher/autok3s: v2_locations: - rancher.md year: N/A - addition_method: manual https://github.com/cockroachdb/copyist: + addition_method: manual content_hash: ba28e669744ae9985c71af064756c8bc779898666820d377644e609ec280f7bc description: '' gh_license: Apache-2.0 @@ -97767,8 +102767,8 @@ https://github.com/cockroachdb/copyist: v2_locations: - testops.md year: N/A - addition_method: manual https://github.com/codecentric/helm-charts: + addition_method: manual ai_summary: A highly maintained community Helm chart collection containing reliable configurations for DevOps tools like Jenkins. It is widely recommended for active cluster operations, offering secure, production-hardened manifests. @@ -97798,8 +102798,8 @@ https://github.com/codecentric/helm-charts: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/codecentric/spring-boot-admin: + addition_method: manual content_hash: 68187b3accb6b796cf3f24c30de656df4f4bf632336a27078b4401d695c31da1 description: '' gh_license: Apache-2.0 @@ -97818,8 +102818,8 @@ https://github.com/codecentric/spring-boot-admin: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://github.com/codecrafters-io/build-your-own-x: + addition_method: manual content_hash: b2853cf5c0430a748f639c71fd07733cc66e705c5ace8005cc37bdeca30e97e0 description: '' health_score: 100.0 @@ -97839,8 +102839,8 @@ https://github.com/codecrafters-io/build-your-own-x: - devel-sites.md - introduction.md year: N/A - addition_method: manual https://github.com/coderanger/migrations-operator: + addition_method: manual content_hash: 621080d14963a805f53f5cb620b78e4b254f7aceb764eded9b214d0ace704973 description: '' gh_license: Apache-2.0 @@ -97859,8 +102859,8 @@ https://github.com/coderanger/migrations-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/codesenberg/bombardier: + addition_method: manual content_hash: 4448392cd8e9b16e3e7d2107e19aa3d457adee5d229d47139ad4911f1cdf4019 description: '' gh_license: MIT @@ -97879,15 +102879,55 @@ https://github.com/codesenberg/bombardier: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual +https://github.com/colbymchenry/codegraph: + addition_method: automatic + ai_summary: An advanced, local-first code intelligence tool that generates a semantic + knowledge graph of repository structures, symbols, and dependencies using Tree-sitter + parsing. Explicitly designed to support AI coding agents such as Claude Code, + Cursor, and Codex over Model Context Protocol (MCP), it enables agents to resolve + queries through lightweight graph traversals rather than expensive, repetitive + file scans. By caching symbol relationships locally, it cuts agent exploration + tool calls by up to 70% and drastically reduces LLM token consumption in active + development workflows. + category: ai-agents-mcp + complexity: Advanced + content_hash: aa066a24524051cced36b29d95217065cf3460f6289ee45d67e2bd5314cc1c0d + description: Pre-indexed local code knowledge graph designed to optimize context + and tool usage for AI coding agents. + gh_license: MIT + gh_pushed: '2026-06-01T00:22:31Z' + gh_stars: 36643 + hierarchy: + - AI Agents + - Model Context Protocol + - Semantic Search + - Developer Tools + is_microservice: false + language: en + last_checked: 1780352148.493944 + reputation_status: Vetted + reputation_summary: Vetted and trending tool with viral adoption in the developer + community, praised for cutting Claude Code token costs. + resource_type: GitHub Repository + social_preview_url: https://opengraph.githubassets.com/1bc2c1f9b88a9c7fccf7a845c9f892fcf6f65efa74d296b40081a8452f0a6d80/colbymchenry/codegraph + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: ai-development-tools + tags: + - EMERGING + - COMMUNITY-TOOL + title: CodeGraph + year: '2026' https://github.com/collabnix/kubetools: + addition_method: manual content_hash: 601a1e421a215648e6e2a4a0ff9b01304a57b267f5564df9808d9c14e39757f1 health_score: 100.0 last_checked: 1779032978.088754 v1_locations: - docs/other-awesome-lists.md - addition_method: manual https://github.com/collections/learn-to-code: + addition_method: manual content_hash: 88f419dec7275f96ab2855afcc2f49d1899b97dfae0ee30d0ce630bbff52ffe9 description: '' health_score: 100.0 @@ -97904,8 +102944,8 @@ https://github.com/collections/learn-to-code: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/commjoen/wrongsecrets: + addition_method: manual ai_summary: An interactive, educational OWASP project featuring structured exercises to learn how not to handle secrets. Helps engineers understand various secret leakage scenarios in containerized environments and CI/CD pipelines. @@ -97935,8 +102975,8 @@ https://github.com/commjoen/wrongsecrets: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/config-syncer/config-syncer: + addition_method: manual content_hash: 754c57db37a7ea1db931009daa59653fbc5d9e9b1efe6165576e68eca559a84b gh_license: Apache-2.0 gh_pushed: '2026-05-16T02:04:01Z' @@ -97951,8 +102991,8 @@ https://github.com/config-syncer/config-syncer: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/configurator/kubefs: + addition_method: manual content_hash: 8b986e8658e951ec1116fe47a0ca27d15fcc58a43f050b427af34dbf0caeb86c description: '' gh_license: MIT @@ -97971,8 +103011,8 @@ https://github.com/configurator/kubefs: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/containerd/containerd: + addition_method: manual content_hash: ce5d5ddc82dcb8a73ef4182dc00d67cdcbd4cd05311a18d932eb4ac6dd55b7f4 description: '' gh_license: Apache-2.0 @@ -97995,8 +103035,8 @@ https://github.com/containerd/containerd: - docker.md - kubernetes.md year: N/A - addition_method: manual https://github.com/containerd/nerdctl: + addition_method: manual content_hash: 11512a5fa7604793242e19295ecdde61795dfb13cb6c433e763ba9dee6873309 description: '' gh_license: Apache-2.0 @@ -98017,8 +103057,8 @@ https://github.com/containerd/nerdctl: - kubernetes-tools.md - docker.md year: N/A - addition_method: manual https://github.com/containernetworking: + addition_method: manual content_hash: b6639ea6da38a6535eb742515c4f6106008226dc296ea9e14701a064d805692b description: '' health_score: 100.0 @@ -98034,8 +103074,8 @@ https://github.com/containernetworking: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://github.com/containernetworking/cni: + addition_method: manual content_hash: 6921ce1dc486dfdac9385cb1637113ab4bc10318da27a3702225d0fa2bbbf85c description: '' gh_license: Apache-2.0 @@ -98047,8 +103087,8 @@ https://github.com/containernetworking/cni: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://github.com/containers/buildah: + addition_method: manual content_hash: 0a37e92cf398bc2346e88e1ffe1cfd914b7f52c8551790ae4941ad9118c4b74b description: '' gh_license: Apache-2.0 @@ -98067,8 +103107,8 @@ https://github.com/containers/buildah: v2_locations: - container-managers.md year: N/A - addition_method: manual https://github.com/containers/conmon: + addition_method: manual content_hash: d75ef63f02648710f491201fa5ff9a4acb949c9e8a7ab0130026e2ad46d0395b description: '' gh_license: Apache-2.0 @@ -98087,8 +103127,8 @@ https://github.com/containers/conmon: v2_locations: - container-managers.md year: N/A - addition_method: manual https://github.com/containers/crun: + addition_method: manual content_hash: c221b057b7c47c7633e3af5254b068421f8b6ab8323d762748981de09fbdd83f description: '' gh_license: GPL-2.0 @@ -98107,8 +103147,8 @@ https://github.com/containers/crun: v2_locations: - container-managers.md year: N/A - addition_method: manual https://github.com/containers/libpod: + addition_method: manual content_hash: bf72fecd7240628916a05633a0724e634622839175bf8822d603a8a51cb7e363 description: '' health_score: 100.0 @@ -98118,8 +103158,8 @@ https://github.com/containers/libpod: v1_locations: - docs/container-managers.md year: N/A - addition_method: manual https://github.com/containers/podman: + addition_method: manual content_hash: 2eb130c7313acca5d372a6eb124f7b915e3addd277a85484fb8250cb46c555d4 gh_license: Apache-2.0 gh_pushed: '2026-05-22T09:18:45Z' @@ -98134,8 +103174,8 @@ https://github.com/containers/podman: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://github.com/containers/skopeo: + addition_method: manual content_hash: 5876e9728abf32910bb2513d206f60a4cae6f3a945dcf5358fb283f78f8c8922 description: '' gh_license: Apache-2.0 @@ -98156,8 +103196,8 @@ https://github.com/containers/skopeo: - kubernetes-tools.md - container-managers.md year: N/A - addition_method: manual https://github.com/containerscrew/aws-sso-auth: + addition_method: manual content_hash: 63f3f95ccb8d912ee62899fde56ecbbe048c1dd5a4e3e7dfb0426237b1bda635 description: '' health_score: 100.0 @@ -98167,8 +103207,8 @@ https://github.com/containerscrew/aws-sso-auth: v1_locations: - docs/aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/containerscrew/aws-sso-rs: + addition_method: manual content_hash: 0ed39e4ea9ad32e320356ac72700ed3e22db590735596f9cad48b94fb8b51101 gh_license: GPL-3.0 gh_pushed: '2025-12-19T12:52:05Z' @@ -98183,8 +103223,8 @@ https://github.com/containerscrew/aws-sso-rs: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md - addition_method: manual https://github.com/containrrr/watchtower: + addition_method: manual content_hash: 2c045d1d45b19cf7702d75cab8a4d8a5785eccbd4e05e8a4a029ecd99ce5b352 description: '' gh_license: Apache-2.0 @@ -98203,8 +103243,8 @@ https://github.com/containrrr/watchtower: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/contentful-labs/kube-secret-syncer: + addition_method: manual content_hash: 31362501cbefbbf7cb62ba03875a9d0550a36ebb1cbe331896c282cfd6b1ea39 description: '' gh_license: Apache-2.0 @@ -98225,8 +103265,8 @@ https://github.com/contentful-labs/kube-secret-syncer: - kubernetes-tools.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/controlplaneio/badrobot: + addition_method: manual content_hash: 17c07f3935c2b385962a04ed3530662efdcd94eeb5841a3bec716ffa63309da1 description: '' gh_license: Apache-2.0 @@ -98245,8 +103285,8 @@ https://github.com/controlplaneio/badrobot: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/coodict/python3-in-one-pic: + addition_method: manual content_hash: 3bae1009948bf6090caf00ed3609c4874c1d0213b203641ecb8aa673f5944d63 description: '' health_score: 100.0 @@ -98256,8 +103296,8 @@ https://github.com/coodict/python3-in-one-pic: v1_locations: - docs/python.md year: N/A - addition_method: manual https://github.com/copilot: + addition_method: manual content_hash: ea5a4cec3a13ca0942f6e14db3396bf030155df379dd7578c2b5ada8763d5f15 health_score: 100.0 last_checked: 1779130495.026477 @@ -98271,8 +103311,8 @@ https://github.com/copilot: v2_locations: - git.md - devel-sites.md - addition_method: manual https://github.com/coreos/flannel: + addition_method: manual content_hash: 6ed5e8e6740bad4bb638d3df66476db19617af6103f823cfa9c31e6a87732e36 description: '' health_score: 100.0 @@ -98282,8 +103322,8 @@ https://github.com/coreos/flannel: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://github.com/coreos/kube-prometheus: + addition_method: manual content_hash: 83406644b79c139181aba89253e69e0ef05e6d85df426c45f612896e4c54a605 description: '' health_score: 100.0 @@ -98293,8 +103333,8 @@ https://github.com/coreos/kube-prometheus: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/coreos/rpm-ostree: + addition_method: manual content_hash: dd54e487375c77e1878f0ba56fe35163eef7083a3ab8e6292c83cd9c98711708 gh_license: NOASSERTION health_score: 100.0 @@ -98302,8 +103342,8 @@ https://github.com/coreos/rpm-ostree: needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://github.com/corneliusweig/ketall: + addition_method: manual content_hash: 6ac47342e9617f3d1786ba958830ff02c3de0cad4e7d8e51959b0f478e537cdd description: '' gh_license: Apache-2.0 @@ -98322,8 +103362,8 @@ https://github.com/corneliusweig/ketall: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/corneliusweig/konfig: + addition_method: manual content_hash: 8cc0bd25f80cd0378e4ec4b2d53ed32fa32df5371b277a2da32d2854ac13e689 description: '' gh_license: Apache-2.0 @@ -98342,8 +103382,8 @@ https://github.com/corneliusweig/konfig: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cortexproject/cortex: + addition_method: manual content_hash: 937315c597d3938532554ce2b2beedc8042ebd4857623c8ef4c26091df742784 description: '' gh_license: Apache-2.0 @@ -98362,8 +103402,8 @@ https://github.com/cortexproject/cortex: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/corunet/kloadgen: + addition_method: manual content_hash: ecb578dd5db52b61f29132a67a43f79ed181097580a628edd2e2c66b44aee43e description: '' health_score: 100.0 @@ -98373,8 +103413,8 @@ https://github.com/corunet/kloadgen: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://github.com/couler-proj/couler: + addition_method: manual ai_summary: An open-source Python SDK focused on orchestrating workloads on Kubernetes. Simplifies constructing declarative workflows across native schedulers like Argo or Tekton using programmatic expressions. @@ -98405,8 +103445,8 @@ https://github.com/couler-proj/couler: v2_locations: - message-queue.md year: N/A - addition_method: manual https://github.com/crazy-max/diun: + addition_method: manual content_hash: cf526369dcf84fa8977dc3de55ef0f8c8215d17fb64bb250d7911200c304012b description: '' gh_license: MIT @@ -98425,8 +103465,8 @@ https://github.com/crazy-max/diun: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/crc-org/crc: + addition_method: manual content_hash: 99289348516ecb0627204191bc5fde9d781b0dadf9101f92432c9c11dcfae1fb gh_license: Apache-2.0 health_score: 100.0 @@ -98434,8 +103474,8 @@ https://github.com/crc-org/crc: needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://github.com/create-go-app/cli: + addition_method: manual ai_summary: Curator Insight introduces this CLI to construct boilerplate-free backend, frontend, and web applications in Go. Live Grounding shows its capability to pre-configure deployment assets like Dockerfiles and Kubernetes manifests to quicken development @@ -98466,8 +103506,8 @@ https://github.com/create-go-app/cli: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/cremich/cdk-bill-bot: + addition_method: manual content_hash: ec37d578479c534a1acdcd5414c343df0e1c0298f407bde3726b2adfe27eb28e description: '' gh_license: Apache-2.0 @@ -98486,8 +103526,8 @@ https://github.com/cremich/cdk-bill-bot: v2_locations: - finops.md year: N/A - addition_method: manual https://github.com/cruise-automation/rbacsync: + addition_method: manual content_hash: 00b8bb978ac9a05158363288eab967349684d997d1b9926475a77d16cf935ff7 description: '' gh_license: Apache-2.0 @@ -98506,8 +103546,8 @@ https://github.com/cruise-automation/rbacsync: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/crumbhole/argocd-lovely-plugin: + addition_method: manual ai_summary: 'Curator Insight: A highly flexible custom config management plugin (CMP) for Argo CD designed to combine Helm, Kustomize, and raw YAML seamlessly. Live Grounding: Solves the ''nested tooling'' dilemma by processing multiple layers @@ -98539,8 +103579,8 @@ https://github.com/crumbhole/argocd-lovely-plugin: v2_locations: - argo.md year: N/A - addition_method: manual https://github.com/crumbhole/argocd-vault-replacer: + addition_method: manual ai_summary: 'Curator Insight: A specialized replacement utility designed to pull secrets from HashiCorp Vault during the Argo CD rendering phase. Live Grounding: Acts as a lightweight precursor/alternative to full plugin integrations, enabling @@ -98571,8 +103611,50 @@ https://github.com/crumbhole/argocd-vault-replacer: v2_locations: - argo.md year: N/A - addition_method: manual +https://github.com/crynta/terax-ai: + addition_method: automatic + ai_summary: 'A highly performant, open-source AI-native terminal emulator and code + editor designed to bypass resource-heavy electron-based alternatives. + + - Built with Rust, Tauri, React, and xterm.js (WebGL rendering), it manages shell + instances via portable-pty while storing all API keys locally. + + - Features a built-in CodeMirror code editor with Vim mappings, dual-view web + previews, and a core agentic framework connecting seamlessly to OpenAI, Anthropic, + Gemini, or local models running on Ollama.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 766f83b521c18601f8f9e2138ffe51595f73533b7ab633deb69b186346719f2c + description: An open-source, ultra-lightweight (7MB) terminal emulator and developer + workspace built in Rust and Tauri, featuring a local-first AI agent loop. + gh_license: Apache-2.0 + gh_pushed: '2026-06-01T18:33:47Z' + gh_stars: 6370 + hierarchy: + - Systems Engineering + - Terminal Emulators + - Desktop AI Agents + - Rust Tools + is_microservice: false + language: en + last_checked: 1780352838.801097 + reputation_status: Vetted + reputation_summary: No reputation penalty. Heavily praised on Hacker News, Reddit, + and Arch Linux AUR groups for its extremely rapid development cycle, lightweight + 7MB Rust profile, and absence of telemetry. + resource_type: project + social_preview_url: https://opengraph.githubassets.com/55473e5816c702ebcea62422cb849abb2c9f0eca41acebc9b457af5f973b3e4f/crynta/terax-ai + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: developer-tooling + tags: + - '[EMERGING]' + - '[COMMUNITY-TOOL]' + title: Terax AI — Lightweight Terminal-First AI Dev Workspace + year: '2026' https://github.com/csantanapr/faststart2020-pipelines-lab: + addition_method: manual ai_summary: 'Curator Insight: A specialized, quick-start tutorial targeting Node.js deployments with OpenShift Pipelines. @@ -98606,8 +103688,8 @@ https://github.com/csantanapr/faststart2020-pipelines-lab: v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://github.com/cschotte/Azure-DevOps-Dashboard: + addition_method: manual content_hash: 34887036e0bd67de4eee0bc528e7a290dc735dfde166fcd70262bcf68346e1b1 description: '' gh_license: MIT @@ -98626,8 +103708,8 @@ https://github.com/cschotte/Azure-DevOps-Dashboard: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/csweichel/werft: + addition_method: manual content_hash: 08e2446133993930300cf762943588bbeae2933793cd3588a2b83b4e2f6ebc61 description: '' gh_license: MIT @@ -98646,8 +103728,8 @@ https://github.com/csweichel/werft: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/ctrox/csi-s3: + addition_method: manual content_hash: 74f1b41eb029d06d3eb3c314503b1293346919ca46b6ab2ad933581a54a02190 description: '' gh_license: Apache-2.0 @@ -98666,8 +103748,8 @@ https://github.com/ctrox/csi-s3: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cuber-cloud/cuber-gem: + addition_method: manual content_hash: 7946698f1f94b9c8875d76e1fc77332fb5d8d3b99404e311ea0d89d7f8ab553b description: '' gh_license: Apache-2.0 @@ -98686,8 +103768,8 @@ https://github.com/cuber-cloud/cuber-gem: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/curl/wcurl: + addition_method: manual ai_summary: Curator Insight identifies wcurl as a lightweight curl wrapper designed to streamline raw file downloads without manually configuring complex flags. Live Grounding confirms its creation by curl maintainers to solve common interactive @@ -98720,8 +103802,8 @@ https://github.com/curl/wcurl: - linux.md - index.md year: N/A - addition_method: manual https://github.com/cyberark/kubeletctl: + addition_method: manual content_hash: 4b42033ef8fca163aac41b901eebc3d12be3cb7bef958b4a9879e17eab25ffd5 description: '' gh_license: Apache-2.0 @@ -98740,8 +103822,8 @@ https://github.com/cyberark/kubeletctl: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cyberark/kubesploit: + addition_method: manual content_hash: 5a38b7c49a9723a4a2796ed6eb3a64c1bf9d85fd6e382551eb29fb07fbc341e5 description: '' gh_license: GPL-3.0 @@ -98760,8 +103842,8 @@ https://github.com/cyberark/kubesploit: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/cybersecsi/HOUDINI: + addition_method: manual ai_summary: 'A catalog containing hundreds of preconfigured Docker images optimized for security audit operations, network mapping, and intrusion evaluation. Note: The repository has seen limited recent updates but remains structurally valuable.' @@ -98792,8 +103874,8 @@ https://github.com/cybersecsi/HOUDINI: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/cybersecsi/RAUDI: + addition_method: manual content_hash: 16da4f24401bc72177ce6170eff8c24072339b105e282098db3a05b637058602 description: '' gh_license: GPL-3.0 @@ -98812,8 +103894,8 @@ https://github.com/cybersecsi/RAUDI: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/cyberus-technology/virtualbox-kvm: + addition_method: manual ai_summary: A powerful extension that enables VirtualBox to run using Linux's native KVM hypervisor instead of its proprietary kernel module. Greatly simplifies virtual machine configurations on Linux systems. @@ -98844,8 +103926,8 @@ https://github.com/cyberus-technology/virtualbox-kvm: v2_locations: - linux.md year: N/A - addition_method: manual https://github.com/cycloidio/inframap: + addition_method: manual content_hash: 147c1268185b5ee55d4952cf69675987837441203bc5c3a0e6847acf55c63fc9 description: '' gh_license: MIT @@ -98864,8 +103946,8 @@ https://github.com/cycloidio/inframap: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/cyclops-ui/cyclops: + addition_method: manual ai_summary: User-friendly web UI focused on making complex resource configuration simple. Uses visual, dynamic form validation to ease deployments for non-operations teams. @@ -98896,8 +103978,8 @@ https://github.com/cyclops-ui/cyclops: - kubernetes-based-devel.md - index.md year: N/A - addition_method: manual https://github.com/cykerway/complete-alias: + addition_method: manual content_hash: 692df128e74e494017d0f85c4cea65f1b57ca82a943fb570c7c0b21761fb99e9 description: '' gh_license: GPL-3.0 @@ -98916,8 +103998,8 @@ https://github.com/cykerway/complete-alias: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://github.com/d-kuro/kubectl-fuzzy: + addition_method: manual content_hash: ecd26b1eae3a819cce93cdade695a443dc5139bc2b73abc3edb978b62db91f37 description: '' gh_license: Apache-2.0 @@ -98936,8 +104018,8 @@ https://github.com/d-kuro/kubectl-fuzzy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/dagger/dagger: + addition_method: manual content_hash: a2dfa6da3d2e3fde94c3bee28c8b67958a13cc7e922e406c3bef860f468260a9 description: '' gh_license: Apache-2.0 @@ -98956,8 +104038,8 @@ https://github.com/dagger/dagger: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/dahlbyk/posh-git: + addition_method: manual content_hash: 0c674dbbc1c0f7a31f8946bb309838d931797d54f83f5720ff928b26e100956b description: '' gh_license: MIT @@ -98976,8 +104058,8 @@ https://github.com/dahlbyk/posh-git: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/dair-ai/ML-Course-Notes: + addition_method: manual content_hash: 20d4482bc0785fcdc6cd04afd0a77194787ed8e8a881e3f5ac40f8963708166e description: '' gh_license: NOASSERTION @@ -98996,8 +104078,8 @@ https://github.com/dair-ai/ML-Course-Notes: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/danielfoehrKn/kubeswitch: + addition_method: manual content_hash: 9099bfad7cc80bae845f969b75afd459cfe7cf7a81a875815890d54bb9442adf description: '' gh_license: Apache-2.0 @@ -99016,15 +104098,15 @@ https://github.com/danielfoehrKn/kubeswitch: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/danielqsj/kafka_exporter: + addition_method: manual content_hash: e00747996189c7bf3c259c110b9d4755e1eac5de9d5c2a21984c33a84ea16696 health_score: 100.0 last_checked: 1779029243.473216 v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/darkbitio/gcp-iam-role-permissions: + addition_method: manual ai_summary: An open-source tool analyzing and exporting detailed lists of GCP IAM permissions and pre-defined roles. Highly beneficial for configuring least-privilege Workload Identity bounds inside secure GKE environments. @@ -99051,8 +104133,8 @@ https://github.com/darkbitio/gcp-iam-role-permissions: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/darkbitio/k8s-mirror: + addition_method: manual content_hash: 7c3f5ca352505582e0a789e552aae16c23e7f925b5c42a9e58c5907a794de730 description: '' gh_license: MIT @@ -99072,8 +104154,8 @@ https://github.com/darkbitio/k8s-mirror: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/darxkies/k8s-tew: + addition_method: manual ai_summary: Kubernetes The Easy Way (k8s-tew) provides a collection of wrapper scripts and declarative configuration structures designed to ease the bootstrap complexities of kubeadm. Inactive, replaced by more mature standard declarative APIs. @@ -99103,8 +104185,8 @@ https://github.com/darxkies/k8s-tew: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/dastergon/awesome-chaos-engineering: + addition_method: manual content_hash: 929b5f40cb6696e64d90dfe603b3aa0eb2f82817e29a1a133d4a15599bd3aebd description: '' gh_license: CC0-1.0 @@ -99127,8 +104209,8 @@ https://github.com/dastergon/awesome-chaos-engineering: - devops.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/dastergon/awesome-sre: + addition_method: manual content_hash: 35bed57dc58c740ac44974dcd1629e91341171894740a9bc507f4af9680ca852 description: '' gh_license: CC0-1.0 @@ -99148,8 +104230,8 @@ https://github.com/dastergon/awesome-sre: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/databrickslabs/ucx: + addition_method: manual ai_summary: Curator Insight introduces UCX as a toolset to migrate legacy workspaces to Unity Catalog. Live Grounding validates that Databricks Labs continuously maintains UCX to safely upgrade metastores with metadata isolation. This repository is standard @@ -99181,8 +104263,8 @@ https://github.com/databrickslabs/ucx: v2_locations: - kubernetes-bigdata.md year: N/A - addition_method: manual https://github.com/databus23/helm-diff: + addition_method: manual ai_summary: A high-utility Helm extension to render exact resource differences between operational releases. Highly recommended for avoiding deployment accidents and executing reliable continuous deliveries. @@ -99213,8 +104295,8 @@ https://github.com/databus23/helm-diff: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/datafold/data-diff: + addition_method: manual content_hash: d66f88b69f4fcd4f092605d0573cd45f87cc2345f4a7dbdafe0843f9ed57af68 description: '' gh_license: MIT @@ -99233,8 +104315,8 @@ https://github.com/datafold/data-diff: v2_locations: - databases.md year: N/A - addition_method: manual https://github.com/datakickstart: + addition_method: manual content_hash: d5308e918bb8cb16a43237e3dbc3c00d66eeef36c0d4a25a9a6e18ac04aee231 description: '' health_score: 100.0 @@ -99250,8 +104332,8 @@ https://github.com/datakickstart: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/datalab-to/surya: + addition_method: manual content_hash: 7e654e62b4c1c3a388cdda09d0fce9675e97417a673f6ab70788e98592733b11 gh_license: GPL-3.0 gh_pushed: '2026-05-06T09:18:30Z' @@ -99266,8 +104348,8 @@ https://github.com/datalab-to/surya: - docs/mlops.md v2_locations: - mlops.md - addition_method: manual https://github.com/datastax/cass-operator: + addition_method: manual content_hash: 7385129eb5cc2bb3f44c67bb768267367566a184daded91e7b4ce1eda0df6fd0 description: '' gh_license: Apache-2.0 @@ -99286,8 +104368,8 @@ https://github.com/datastax/cass-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/datreeio/CRDs-catalog: + addition_method: manual content_hash: 3b6d872fd22d91d16e80034bd962b86291546e1e323bf0b60b4cfefc97716889 description: '' gh_license: MIT @@ -99306,8 +104388,8 @@ https://github.com/datreeio/CRDs-catalog: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/davidB/kubectl-view-allocations: + addition_method: manual content_hash: 39d2b483f965a15769a3abdca1ddedae2456724218b26a0f9479bfe5ef087cbe description: '' gh_license: CC0-1.0 @@ -99326,8 +104408,8 @@ https://github.com/davidB/kubectl-view-allocations: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/davila7/claude-code-templates: + addition_method: manual ai_summary: A highly popular community repository hosting prompt structures, workflows, and templates optimized for Claude Code and Anthropic integrations in complex development cycles. @@ -99360,8 +104442,8 @@ https://github.com/davila7/claude-code-templates: - ai.md - devops-tools.md year: N/A - addition_method: manual https://github.com/dawitnida/awesome-packer: + addition_method: manual content_hash: 422e80813913b4e5ba62dee827d9143e4f3d1ee00974d70be3caf59d74b73032 description: '' health_score: 100.0 @@ -99371,8 +104453,8 @@ https://github.com/dawitnida/awesome-packer: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://github.com/dcasati/kubernetes-PlantUML: + addition_method: manual content_hash: c7a0973dfc0becdb60ee421811a26ad75230727bff19939869208e198f07f784 description: '' gh_license: MIT @@ -99391,8 +104473,8 @@ https://github.com/dcasati/kubernetes-PlantUML: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://github.com/dcherman/image-cache-daemon: + addition_method: manual content_hash: eb2b58adbe03ba167ac6b4f8b0396ad49ce7b5fa0c80a6ab1757b8c733b97904 description: '' gh_license: MIT @@ -99411,8 +104493,8 @@ https://github.com/dcherman/image-cache-daemon: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/dchonch/awesome-packer: + addition_method: manual content_hash: b2b7bca1bb4db34855929970b9421b12426cf10ba291b93a71d84aff48bf162a gh_license: CC0-1.0 gh_pushed: '2026-05-13T22:24:36Z' @@ -99428,8 +104510,8 @@ https://github.com/dchonch/awesome-packer: v2_locations: - architectural-foundations.md - other-awesome-lists.md - addition_method: manual https://github.com/ddosify/ddosify: + addition_method: manual content_hash: 3faae96107b8f7094bc397db6fe980fd15c5c5bdf316574d1a584670a959a58c description: '' health_score: 100.0 @@ -99439,8 +104521,8 @@ https://github.com/ddosify/ddosify: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/debianmaster/actions-k3s: + addition_method: manual content_hash: 03f9ff3f31f03691392fcd0589ff59e5a001fd82a620269a118107ad06c8b6ff description: '' gh_license: MIT @@ -99459,8 +104541,8 @@ https://github.com/debianmaster/actions-k3s: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/deckhouse/deckhouse: + addition_method: manual content_hash: 30edb3534200be7935ce25396360e63c93d33b9f3b51c1301ba04b29e11a037b description: '' gh_license: NOASSERTION @@ -99479,8 +104561,8 @@ https://github.com/deckhouse/deckhouse: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/deckhouse/k8s-image-availability-exporter: + addition_method: manual content_hash: 6155ee3013e2e91d7b923a79b8b01abf688d71036c0c4ebe24776adb935892c2 gh_license: Apache-2.0 gh_pushed: '2026-04-03T18:51:59Z' @@ -99495,9 +104577,9 @@ https://github.com/deckhouse/k8s-image-availability-exporter: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual ? https://github.com/decodingai-magazine/articles-code/tree/main/articles/ml_system_design/real_time_news_search_with_upstash_kafka_and_vector_db -: content_hash: 3d10999dd528abb46eb768282d48cccec3787de9918cf32fa69c70461dff811e +: addition_method: manual + content_hash: 3d10999dd528abb46eb768282d48cccec3787de9918cf32fa69c70461dff811e gh_license: MIT gh_pushed: '2025-03-06T10:19:33Z' gh_stars: 139 @@ -99511,9 +104593,9 @@ https://github.com/deckhouse/k8s-image-availability-exporter: - docs/mlops.md v2_locations: - mlops.md - addition_method: manual ? https://github.com/decodingml/articles-code/tree/main/articles/ml_system_design/real_time_news_search_with_upstash_kafka_and_vector_db -: content_hash: f881f4bd0edfdc80574e5d295ba31612f81329fd1d3982ac48248044247ad617 +: addition_method: manual + content_hash: f881f4bd0edfdc80574e5d295ba31612f81329fd1d3982ac48248044247ad617 description: '' health_score: 100.0 last_checked: 1779029130.818507 @@ -99523,8 +104605,47 @@ https://github.com/deckhouse/k8s-image-availability-exporter: v1_locations: - docs/mlops.md year: N/A - addition_method: manual +https://github.com/decolua/9router: + addition_method: automatic + ai_summary: 9Router is an open-source AI gateway and proxy that unifies access to + over 40 LLM providers for popular coding tools like Claude Code, Cursor, and Cline. + It provides smart request routing, automated failovers, and intelligent token + savings (up to 40% via RTK optimizations) to help developers avoid rate limits + and reduce operational costs. Featuring a local usage analytics dashboard and + multi-model custom combos, it functions as a highly resilient middle-tier inference + routing layer. + category: ai-agents-mcp + complexity: intermediate + content_hash: f0e969794204b18587bc4f80e07611bc8aaabb23bc324c52f3af741860b87e1c + description: An AI proxy gateway designed to connect standard coding agents with + 40+ LLM providers, offering intelligent routing, token optimization, and automatic + failover. + gh_license: MIT + gh_pushed: '2026-05-31T08:03:20Z' + gh_stars: 15743 + hierarchy: + - Artificial Intelligence + - AI Gateways + - Token Optimization + is_microservice: false + language: en + last_checked: 1780352828.641521 + reputation_status: Vetted + reputation_summary: Active open-source project popular among developers seeking + to optimize multi-provider LLM token costs and bypass rate-limiting issues. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/25c569b4d4de7d11e6cc5ba736704f6728acce12d6574cf5c5edab84a9b36c07/decolua/9router + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[COMMUNITY-TOOL]' + - '[EMERGING]' + title: 9Router AI Coding Gateway + year: '2026' https://github.com/deepfence/PacketStreamer: + addition_method: manual content_hash: 2e440d35ab9e1e50a8f4304bf55ba34ca6b9102148bcde3c6fafce2a763eb11f description: '' gh_license: Apache-2.0 @@ -99543,8 +104664,8 @@ https://github.com/deepfence/PacketStreamer: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/deepfence/ThreatMapper: + addition_method: manual ai_summary: An open-source CNAPP (Cloud Native Application Protection Platform) developed by Deepfence. Dynamically structures runtime visibility maps to cross-reference software vulnerabilities with active, internet-exposed network paths. @@ -99575,8 +104696,8 @@ https://github.com/deepfence/ThreatMapper: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/deepfence/YaraHunter: + addition_method: manual ai_summary: YaraHunter is a specialized security tool that scans container images and filesystems for indicators of compromise (IoC) and malware using YARA rules. It operates out-of-band to uncover embedded secrets, web shells, and malicious @@ -99607,8 +104728,8 @@ https://github.com/deepfence/YaraHunter: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/deepops-ai/deepops: + addition_method: manual content_hash: d246123b7184d8458728c29fba511e593b9daa265a86d0b73bb6556f224f9fe7 gh_license: NOASSERTION health_score: 100.0 @@ -99616,8 +104737,8 @@ https://github.com/deepops-ai/deepops: needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/defenseunicorns/zarf: + addition_method: manual content_hash: a084f247b9f5a6af65b3270b705f0f32f4f239e5e82804d61f0ade6b49612b25 description: '' health_score: 100.0 @@ -99627,15 +104748,15 @@ https://github.com/defenseunicorns/zarf: v1_locations: - docs/kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/deislabs/ratify: + addition_method: manual content_hash: 32d4921302d67eb4820993df87929024916082dcbbd57165b9f94784e66ae99f health_score: 100.0 last_checked: 1779029061.285751 v1_locations: - docs/kubernetes-security.md - addition_method: manual https://github.com/deors/deors-demos-petclinic/blob/master/Jenkinsfile: + addition_method: manual content_hash: c915cc205b98b9c3d927ef20f35277919f36efefac043f8e78c0ea9493f25fd6 description: '' health_score: 100.0 @@ -99651,8 +104772,8 @@ https://github.com/deors/deors-demos-petclinic/blob/master/Jenkinsfile: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/depop/github-merge-bot: + addition_method: manual content_hash: 9091ea7ee3113c025b8adafd595fdd77078a8b3ac95366c4222c0fa19d6fd21c description: '' health_score: 100.0 @@ -99662,8 +104783,8 @@ https://github.com/depop/github-merge-bot: v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.com/derailed/k9s: + addition_method: manual content_hash: 82aa46f35d3539b4dfe171f564f7796ec3f69679052d07da70951c68773ad708 description: '' gh_license: Apache-2.0 @@ -99682,8 +104803,8 @@ https://github.com/derailed/k9s: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/derailed/popeye: + addition_method: manual content_hash: dcdfcb18fcc9855314b7efc2379eca68adfa1ec34515b36e1c3999ed6294f160 description: '' gh_license: NOASSERTION @@ -99702,8 +104823,8 @@ https://github.com/derailed/popeye: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/derekparker/delve: + addition_method: manual ai_summary: Curator Insight frames Delve as the official, industry-standard debugger for Go, offering runtime state visibility. Live Grounding highlights its deep integration into JetBrains Goland, VSCode, and cloud-native containerized debugging @@ -99734,8 +104855,8 @@ https://github.com/derekparker/delve: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/detailyang/awesome-cheatsheet: + addition_method: manual content_hash: 84b39077620aad1298fd84e9ea3c38b8a0421db9204840a2657b098801c0a4a9 description: '' gh_license: MIT @@ -99754,8 +104875,8 @@ https://github.com/detailyang/awesome-cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/developer-guy/awesome-falco: + addition_method: manual content_hash: 2a6fad846b18b10e196d8565d31caa716a334579dc3d1e1671bbfd291f6fce62 description: '' health_score: 100.0 @@ -99772,8 +104893,8 @@ https://github.com/developer-guy/awesome-falco: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster: + addition_method: manual ai_summary: A hands-on open-source demonstration project for analyzing Kubernetes audit logs on lightweight K3s clusters using Falco. Ideal for dev environments and homelabs to understand security monitoring patterns. @@ -99802,8 +104923,8 @@ https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster: - kubernetes-security.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/developer-guy/kubernetes-cluster-setup-using-terraform-and-k3s-on-digitalocean: + addition_method: manual content_hash: 7f1b1a3b25d0d69471bde51a25a1cc96a5aa433e059405e65926161a40f1b9ea description: '' health_score: 100.0 @@ -99820,8 +104941,8 @@ https://github.com/developer-guy/kubernetes-cluster-setup-using-terraform-and-k3 v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/devopshubproject/azure-terraform-ansible: + addition_method: manual content_hash: f75ede58b46e96ff00ff81596b6118aaffd996ca318150c35251036155bdf593 description: '' gh_license: MIT @@ -99840,8 +104961,8 @@ https://github.com/devopshubproject/azure-terraform-ansible: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/devopshubproject/cka-lab: + addition_method: manual content_hash: c7b01cc82556b549d6c702521022e5ec4a8530d5f5f20282d29579ee0ecf9b54 description: '' health_score: 100.0 @@ -99857,8 +104978,8 @@ https://github.com/devopshubproject/cka-lab: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/devopsspiral/KubeLibrary: + addition_method: manual content_hash: 9274859eadfaee8875bca134458b46de0dad967a6d9d09628782a2e554cd193f description: '' gh_license: MIT @@ -99877,8 +104998,8 @@ https://github.com/devopsspiral/KubeLibrary: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/devoriales/cheatsheets: + addition_method: manual content_hash: 8758b579dc18e2fb23adc7ffc4ade46ee59f18fc3eb9e09a51e3c091937699ad health_score: 100.0 last_checked: 1779130494.973647 @@ -99890,8 +105011,8 @@ https://github.com/devoriales/cheatsheets: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://github.com/devoriales/kubectl-cheatsheet: + addition_method: manual content_hash: b9c8c7ec7508a36fbd3cb21ab4cb04b70a44a06d8ed740da60958844b2c6d428 description: '' health_score: 100.0 @@ -99901,8 +105022,8 @@ https://github.com/devoriales/kubectl-cheatsheet: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://github.com/devtron-labs/devtron: + addition_method: manual ai_summary: A comprehensive, open-source AppOps platform for Kubernetes designed to consolidate CI/CD pipelines, GitOps, observability, and cost optimization. Provides self-service deployment interfaces, security checks, and deep resource @@ -99938,8 +105059,8 @@ https://github.com/devtron-labs/devtron: - jenkins-alternatives.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/deweya/OpenShift-Jenkins-Lab: + addition_method: manual content_hash: a1a6149ea18169115e3d1a713b872bf0b47d603a15163012dd36350c214dfa3d description: '' gh_license: MIT @@ -99958,8 +105079,8 @@ https://github.com/deweya/OpenShift-Jenkins-Lab: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/dexidp/dex: + addition_method: manual content_hash: 860067b64dac977865805b2d3aec4a5cecf315a6048fa02a903973111de3cff3 gh_license: Apache-2.0 health_score: 100.0 @@ -99967,8 +105088,8 @@ https://github.com/dexidp/dex: needs_ai_refresh: true v1_locations: - docs/kubernetes-security.md - addition_method: manual https://github.com/dfrappart/articles/blob/master/podidentityjourney.md: + addition_method: manual ai_summary: Historical journal covering the implementation of Azure AD Pod Identity to secure pod communication with Azure resources. Note that while this highlights core security concepts, live grounding demonstrates this pattern has been succeeded @@ -99999,8 +105120,8 @@ https://github.com/dfrappart/articles/blob/master/podidentityjourney.md: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/diagrid-labs/dapr-workflow-demos: + addition_method: manual content_hash: b3e4b696fa8524a9015525640b88d34662a3eb6c845f35ec7d9a4aecd4a3d30c description: '' gh_license: Apache-2.0 @@ -100019,8 +105140,8 @@ https://github.com/diagrid-labs/dapr-workflow-demos: v2_locations: - serverless.md year: N/A - addition_method: manual https://github.com/dictcp/awesome-git: + addition_method: manual ai_summary: An extensive, community-curated list of tools, clients, extensions, and learning pathways for Git. This list serves as an ultimate reference directory for engineers looking to optimize repository workflows and build custom git hooks. @@ -100052,8 +105173,8 @@ https://github.com/dictcp/awesome-git: - git.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/didier-durand/microk8s-kata-containers: + addition_method: manual ai_summary: A community project showcasing how to configure and run Kata Containers inside a Canonical MicroK8s environment for hardware-assisted, hypervisor-isolated container sandboxing. Inactive but serves as a solid blueprint for secure multi-tenant @@ -100084,8 +105205,8 @@ https://github.com/didier-durand/microk8s-kata-containers: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/didier-durand/microk8s-kube-bench: + addition_method: manual ai_summary: A validation utility adapting aquasecurity's kube-bench to run structured CIS security benchmarks directly against canonical MicroK8s clusters. Confirms cluster configuration conformance to standard security profiles. @@ -100115,8 +105236,8 @@ https://github.com/didier-durand/microk8s-kube-bench: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/didil/autobucket-operator: + addition_method: manual content_hash: 2da6b3ebf7abda595e25e84f6ada154fee8c01991d8d11479f614b1359023af4 description: '' gh_license: MIT @@ -100135,8 +105256,8 @@ https://github.com/didil/autobucket-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/diegolnasc/kubernetes-best-practices: + addition_method: manual content_hash: e21c265e98cff7dd1f44349fc594f2fe173d74c20530e9f48c25e0f6059c50ed description: '' gh_license: Apache-2.0 @@ -100157,8 +105278,8 @@ https://github.com/diegolnasc/kubernetes-best-practices: - kubernetes.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/digitalis-io/vals-operator: + addition_method: manual content_hash: dc0665e435056c0cdb26c02be0fe1874e48c01a0eded981d3e7d6e6153271a35 description: '' gh_license: Apache-2.0 @@ -100177,8 +105298,8 @@ https://github.com/digitalis-io/vals-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/dignajar/another-autoscaler: + addition_method: manual content_hash: c03fa22e60c795010ce76b53a390c56e3887b7de4df00fc84d12a7b67cfda610 description: '' gh_license: MIT @@ -100197,8 +105318,8 @@ https://github.com/dignajar/another-autoscaler: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/dignajar/another-ldap: + addition_method: manual content_hash: 74358a9302faba7b65b05d170a5da28263abb9a1b6b6ab6f789db245d26d8936 description: '' gh_license: MIT @@ -100217,8 +105338,8 @@ https://github.com/dignajar/another-ldap: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/direktiv/direktiv: + addition_method: manual content_hash: 41d4a63d8588901c6ca1596be8f8ff735e09e0242268bb1edd68b35b78986f49 description: '' gh_license: Apache-2.0 @@ -100237,8 +105358,8 @@ https://github.com/direktiv/direktiv: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/dirien/pulumi-civo-flux-bucket: + addition_method: manual content_hash: 255c9f2789a6a5fa3a9e9da892b0ab6d0d480aac43afa3bcded29c64622fea4b description: '' gh_license: Apache-2.0 @@ -100257,8 +105378,8 @@ https://github.com/dirien/pulumi-civo-flux-bucket: v2_locations: - flux.md year: N/A - addition_method: manual https://github.com/distribution/distribution: + addition_method: manual content_hash: 1433b8107ff9093146d4003092eb0244fe045b9f2020c1391b986c347fa69eb6 description: '' gh_license: Apache-2.0 @@ -100277,8 +105398,8 @@ https://github.com/distribution/distribution: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/dj-wasabi/vagrant-kubernetes: + addition_method: manual ai_summary: An older Vagrant-based helper for building and running multi-node Kubernetes clusters. Kept for historical reference on VM-based local orchestration workflows before containerized tools like kind became popular. @@ -100305,8 +105426,8 @@ https://github.com/dj-wasabi/vagrant-kubernetes: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/docker/awesome-compose: + addition_method: manual content_hash: a047d8b4bfd675172debe37f41d348d623d5a19ac521105fe8f83753f7fbf286 description: '' gh_license: CC0-1.0 @@ -100328,8 +105449,8 @@ https://github.com/docker/awesome-compose: - other-awesome-lists.md - docker.md year: N/A - addition_method: manual https://github.com/docker/build-push-action: + addition_method: manual content_hash: 296485ddce54359a1cbc8d77aa17454b63714a86d83e859c0af32391bc808086 description: '' gh_license: Apache-2.0 @@ -100348,8 +105469,8 @@ https://github.com/docker/build-push-action: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/doitintl/clustercloner: + addition_method: manual content_hash: f18a1c564e64afa7cef27f74b6b506af188082a8fa7fbf9386fc4bb9b816e861 description: '' gh_license: Apache-2.0 @@ -100368,8 +105489,8 @@ https://github.com/doitintl/clustercloner: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/doitintl/kube-no-trouble: + addition_method: manual content_hash: 8dd483c41b54cf5b66f26d4f6b2b3755fc3f9ff21cddf0a44a12a336003046f8 description: '' gh_license: MIT @@ -100388,8 +105509,8 @@ https://github.com/doitintl/kube-no-trouble: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/doitintl/kube-secrets-init: + addition_method: manual content_hash: aa0b369989c48490b683a479c00601b6ffa44765b2ae3c165d2223cea63df915 description: '' gh_license: Apache-2.0 @@ -100408,8 +105529,8 @@ https://github.com/doitintl/kube-secrets-init: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/doitintl/kubeIP: + addition_method: manual content_hash: 2e49b2d3c8ed3103b70558220d7fc16fa08b561a240dca7a7ebe24655ed504bc description: '' gh_license: MIT @@ -100428,8 +105549,8 @@ https://github.com/doitintl/kubeIP: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/dolevshor/azure-finops-guide: + addition_method: manual content_hash: dcfb51d5ee0044f01c3c4fc7672d09c384d8b77de5085f6d186d54bfec0c1fbd description: '' gh_license: MIT @@ -100448,8 +105569,8 @@ https://github.com/dolevshor/azure-finops-guide: v2_locations: - finops.md year: N/A - addition_method: manual https://github.com/dolevshor/azure-orphan-resources: + addition_method: manual content_hash: 601d689f524a15cf633c0fe271988d226e4f725458a816cf86eb69aa43645538 description: '' gh_license: MIT @@ -100461,8 +105582,8 @@ https://github.com/dolevshor/azure-orphan-resources: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://github.com/dolthub/dolt: + addition_method: manual content_hash: 9b90f10436b524e751c736824490fc9dbbf9220f131c5a86f7fb678c61c2cb7c description: '' gh_license: Apache-2.0 @@ -100482,8 +105603,8 @@ https://github.com/dolthub/dolt: - databases.md - index.md year: N/A - addition_method: manual https://github.com/donnemartin/awesome-aws: + addition_method: manual content_hash: d0e42099a4f4a137201b5ffeae87a6189e78ac0ca89aec26e00e637c4b4bd8f4 description: '' gh_license: NOASSERTION @@ -100505,8 +105626,8 @@ https://github.com/donnemartin/awesome-aws: - other-awesome-lists.md - aws.md year: N/A - addition_method: manual https://github.com/dora-metrics/pelorus: + addition_method: manual content_hash: 128025d17589da5395a4c446a75dc14f2b5d725dbf90c340c3895a4d10255f9d gh_license: Apache-2.0 health_score: 100.0 @@ -100514,8 +105635,8 @@ https://github.com/dora-metrics/pelorus: needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/dotdc/grafana-dashboards-kubernetes: + addition_method: manual content_hash: ccdc4d34df5da8ab7fc0518bb7cdf5f03900f23bf612ae57f357bab7f33d4b2f description: '' gh_license: Apache-2.0 @@ -100534,8 +105655,8 @@ https://github.com/dotdc/grafana-dashboards-kubernetes: v2_locations: - grafana.md year: N/A - addition_method: manual https://github.com/dpeckett/pangolin: + addition_method: manual content_hash: fdc1061865be4ed3ebe6f9f07ef58754f59e355d413e2872175d870f918ea11c description: '' gh_license: Apache-2.0 @@ -100554,8 +105675,8 @@ https://github.com/dpeckett/pangolin: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/dsa0x/sicher: + addition_method: manual ai_summary: Curator Insight showcases Sicher as a lightweight tool for managing environment variables and secrets securely within Go applications. Live Grounding indicates low community activity and lack of recent updates, which makes it less @@ -100586,8 +105707,8 @@ https://github.com/dsa0x/sicher: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/dsyer/kubernetes-intro: + addition_method: manual content_hash: c375f22452b7e4338c6c95e1ab9b5da7fdbc5452d3716457e923333c578f8be7 description: '' health_score: 100.0 @@ -100605,8 +105726,8 @@ https://github.com/dsyer/kubernetes-intro: - java_frameworks.md - demos.md year: N/A - addition_method: manual https://github.com/dty1er/kubecolor: + addition_method: manual content_hash: 9e62de16802aa23bb6817c9ab7f56a5b4091ad56abffeffb2584a92f0b237379 description: '' health_score: 100.0 @@ -100616,8 +105737,8 @@ https://github.com/dty1er/kubecolor: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/dvob/k8s-s2s-auth: + addition_method: manual ai_summary: 'Demonstrates internal service-to-service auth patterns utilizing raw Service Account tokens. Note: The repository has seen no recent development and is considered legacy under MVQ rules.' @@ -100644,8 +105765,8 @@ https://github.com/dvob/k8s-s2s-auth: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/e-minguez/openshift-yolo: + addition_method: manual content_hash: da86de9f4a101a9421c34e6de59d23161540686c16bcf886476471aa0068506a description: '' gh_license: Apache-2.0 @@ -100664,8 +105785,8 @@ https://github.com/e-minguez/openshift-yolo: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/eXascaleInfolab/PyExPool: + addition_method: manual content_hash: 5220be9e91b6d5c9a8e290926763d06a655b10a9ddb640b15411fa98c6ca4a35 gh_license: NOASSERTION gh_pushed: '2019-08-28T03:08:40Z' @@ -100680,8 +105801,8 @@ https://github.com/eXascaleInfolab/PyExPool: - docs/python.md v2_locations: - python.md - addition_method: manual https://github.com/eamodio/vscode-gitlens: + addition_method: manual content_hash: 8dc5077110b3c8be11f0ec7e001654ba5df664f829a3b7e6ec15c7eb9ae33f68 description: '' health_score: 100.0 @@ -100691,8 +105812,8 @@ https://github.com/eamodio/vscode-gitlens: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://github.com/ebosas/microservices: + addition_method: manual ai_summary: Curator Insight showcases a reference architecture modeling an end-to-end microservices pattern in Go. Live Grounding reveals it as a practical template illustrating API Gateways, service registries, and gRPC communication loops. @@ -100722,8 +105843,8 @@ https://github.com/ebosas/microservices: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/eclipse-jkube/jkube: + addition_method: manual ai_summary: Active repository containing the source code, extensions, and Maven/Gradle plugins for Eclipse JKube. Simplifies localized builds, auto-detects Java application frameworks, and generates matching Kubernetes resource configurations. @@ -100757,8 +105878,8 @@ https://github.com/eclipse-jkube/jkube: - kubernetes-client-libraries.md - openshift-pipelines.md year: '2025' - addition_method: manual https://github.com/eclipse/jkube: + addition_method: manual content_hash: 3609c41b04f12ea952d77722a788e33ce1d3058a5369a3b5cf2b854e01a45c56 description: '' health_score: 100.0 @@ -100770,8 +105891,8 @@ https://github.com/eclipse/jkube: - docs/maven-gradle.md - docs/openshift-pipelines.md year: N/A - addition_method: manual https://github.com/edrevo/suspicious-pods: + addition_method: manual content_hash: 254ef920b7fa02954b59f7a329124ca0de1d29fdecbf9e3ed34eb93596e0e0fe description: '' gh_license: Apache-2.0 @@ -100790,8 +105911,8 @@ https://github.com/edrevo/suspicious-pods: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/education: + addition_method: manual ai_summary: GitHub Education offers a comprehensive suite of resources, including the Student Developer Pack, Github Classroom, and campus programs designed to empower the next generation of engineers with industry-grade software tools. Providing @@ -100820,8 +105941,8 @@ https://github.com/education: v2_locations: - git.md year: '2026' - addition_method: manual https://github.com/eezhee/eezhee: + addition_method: manual content_hash: 81726467819fb0cf5974eee828b7a0de5c6d73085266f296f13a547b2cf93a0e description: '' gh_license: Apache-2.0 @@ -100840,8 +105961,8 @@ https://github.com/eezhee/eezhee: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ekramasif/Basic-Machine-Learning: + addition_method: manual content_hash: 8ef0c8d5c41b84b583e9778f28906f33d3ccfe1949b18c40e91355e4b60e2869 description: '' gh_license: MIT @@ -100861,8 +105982,8 @@ https://github.com/ekramasif/Basic-Machine-Learning: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/ekramasif/Basic-Machine-Learning/blob/main/Extraa/PythonCheatSheet.ipynb: + addition_method: manual content_hash: 3622706ae8c3bf0f9183cc557708df207287c5c4458ff625cb2a4ee6cae57fd6 description: '' gh_license: MIT @@ -100881,8 +106002,8 @@ https://github.com/ekramasif/Basic-Machine-Learning/blob/main/Extraa/PythonCheat v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/eksctl-io/eksctl: + addition_method: manual ai_summary: The official CLI tool for creating and managing EKS clusters on AWS. Automates CloudFormation stacks, node group configurations, IAM integration (IRSA), and VPC provisions. @@ -100915,8 +106036,8 @@ https://github.com/eksctl-io/eksctl: - managed-kubernetes-in-public-cloud.md - jenkins.md year: '2026' - addition_method: manual https://github.com/elastic/apm-pipeline-library: + addition_method: manual content_hash: 1321cbd3f0db075d6751a3e89fc3485fe9c46c1baec391d960ba858a42204233 description: '' gh_license: Apache-2.0 @@ -100935,8 +106056,8 @@ https://github.com/elastic/apm-pipeline-library: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/eldada/kubernetes-scripts: + addition_method: manual content_hash: 7c020ec04d79ff411482a9e6129592ee06eae5b72e70a42194563cc91aab1db3 description: '' health_score: 100.0 @@ -100952,8 +106073,8 @@ https://github.com/eldada/kubernetes-scripts: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/eldadru/ksniff: + addition_method: manual content_hash: 7fd397fcca2b042939a611e5d0ed5fa41c9326fe44ad94e0594130e1df1d24fd description: '' gh_license: Apache-2.0 @@ -100972,8 +106093,8 @@ https://github.com/eldadru/ksniff: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/electrocucaracha/krd: + addition_method: manual ai_summary: Kubernetes Reference Deployment (KRD) utilizes Ansible playbooks and shell scripts to automate the installation of multi-node Kubernetes clusters with extensive integration of Cloud Native network elements, virtualization engines, @@ -101007,8 +106128,8 @@ https://github.com/electrocucaracha/krd: - kubernetes-on-premise.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/elotl/kip: + addition_method: manual content_hash: 1de2856a82ced8543ec8352be59502b2a82e01273dbb4352a6aea9ee628994dd description: '' gh_license: Apache-2.0 @@ -101027,8 +106148,8 @@ https://github.com/elotl/kip: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/emberstack/kubernetes-reflector: + addition_method: manual content_hash: a46a15ec35c7eba02315725632764ff554d20c4960ae12d32829bdce19fad7db description: '' gh_license: MIT @@ -101047,8 +106168,8 @@ https://github.com/emberstack/kubernetes-reflector: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/enix/x509-certificate-exporter: + addition_method: manual content_hash: f99353578090a5d50cdcc34b69d57f17f9212fbcb30dd9bb025ac39806b60cf7 description: '' gh_license: MIT @@ -101067,8 +106188,8 @@ https://github.com/enix/x509-certificate-exporter: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/enochtangg/quick-SQL-cheatsheet: + addition_method: manual content_hash: d1f5e5768ed00d6c00c85f86621656f92b31dd0f3aa0da07738745adaf785cfc description: '' gh_license: MIT @@ -101087,8 +106208,8 @@ https://github.com/enochtangg/quick-SQL-cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/envoyproxy/gateway: + addition_method: manual ai_summary: The official Envoy Gateway project aimed at unifying ingress controller configurations using the Kubernetes Gateway API. Simplifies managing edge proxy deployments, routing rules, TLS terminations, and access logging under a standard, @@ -101121,8 +106242,8 @@ https://github.com/envoyproxy/gateway: v2_locations: - istio.md year: N/A - addition_method: manual https://github.com/eon01/kubernetes-workshop: + addition_method: manual content_hash: 3a7e8c2e36e86e957826ae6229aac87a568f7d269d6c1e60ed083da38fef35cf description: '' health_score: 100.0 @@ -101138,8 +106259,8 @@ https://github.com/eon01/kubernetes-workshop: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/epinio/epinio: + addition_method: manual content_hash: 0e00eb534f1949213f7df9b101c94bdf6364ca5da8aebce1c0e413dcb236c8b7 description: '' gh_license: Apache-2.0 @@ -101158,8 +106279,8 @@ https://github.com/epinio/epinio: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/eraser-dev/eraser: + addition_method: manual content_hash: a61a84d05ea9b0ae2d5b9c1c11f8f66e8dcf0dfd91f725d4c447324ca1a1df23 gh_license: Apache-2.0 gh_pushed: '2026-04-09T05:55:41Z' @@ -101174,8 +106295,8 @@ https://github.com/eraser-dev/eraser: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/erebe/personal-server: + addition_method: manual content_hash: 95740772fb5f569c2b4cdd912c3000d11e43fb318be892bdb1ecae86103ce9ec description: '' health_score: 100.0 @@ -101192,8 +106313,50 @@ https://github.com/erebe/personal-server: v2_locations: - rancher.md year: N/A - addition_method: manual +https://github.com/erjosito/alz-repo-best-practices/blob/main/README.md: + addition_method: automatic + ai_summary: An architectural and procedural guide for managing Infrastructure as + Code (IaC) repositories in large-scale Azure Landing Zone (ALZ) deployments. The + guidelines cover structuring directory layouts for Bicep or Terraform, establishing + strict CI/CD validation checks via GitHub Actions, protecting critical deployment + paths, and handling Azure resource concurrency limitations (particularly Azure + Firewall operations). It provides cloud platform engineers with actionable, production-ready + blueprints to enforce governance, minimize merge collisions, and streamline multi-tenant + infrastructure delivery. + category: azure + complexity: Advanced + content_hash: 6c8ece6e26cf9b16e452221b65b791b7425c589e5951fe21e04c355c4f3b0b76 + description: A blueprint repository outlining structural guidelines, pipeline practices, + and branch strategy for running enterprise-grade Azure Landing Zones. + gh_license: MIT + gh_pushed: '2026-05-26T17:26:51Z' + gh_stars: 15 + hierarchy: + - Cloud Infrastructure + - Azure Landing Zones (ALZ) + - Infrastructure as Code + - CI/CD and GitOps + impact_score: 89 + is_microservice: false + language: en + last_checked: 1780400585.971889 + reputation_status: Vetted + reputation_summary: Created by Jose Moreno (erjosito), Principal Azure Solutions + Architect at Microsoft, this repository serves as a highly vetted public guide + for enterprise-scale Azure Landing Zones. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/49132b96706f04c324ef39b5c5fce019be7272fb741f8d0a992ecf4c0a156ec9/erjosito/alz-repo-best-practices + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + - '[GUIDE]' + title: Azure Landing Zone (ALZ) Repository Best Practices + year: '2025' https://github.com/ermetic/access-undenied-aws: + addition_method: manual content_hash: 7e1b6fb678b3d8926a7e292a58ac7de6de5af0d6ca679c4fc435c84989c399f4 description: '' health_score: 100.0 @@ -101203,8 +106366,8 @@ https://github.com/ermetic/access-undenied-aws: v1_locations: - docs/aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/errordeveloper/kubegen: + addition_method: manual content_hash: b1b05cef9af77753118352ec057af622eabb71d47b232ddcbddb4e0300232ea4 description: '' gh_license: NOASSERTION @@ -101216,8 +106379,8 @@ https://github.com/errordeveloper/kubegen: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/estahn/k8s-image-swapper: + addition_method: manual content_hash: cbc6ece15805e832bb9d6b587306b1266ee274a1c7863a6062951886312c7988 description: '' gh_license: MIT @@ -101236,15 +106399,15 @@ https://github.com/estahn/k8s-image-swapper: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/etcd-io/etcd: + addition_method: manual content_hash: b826fcf01b097f173d793a7fbca1e2e3796669dfd73ee9e5bb722912552fa318 health_score: 100.0 last_checked: 1779029679.102481 v1_locations: - docs/introduction.md - addition_method: manual https://github.com/external-secrets/kubernetes-external-secrets: + addition_method: manual content_hash: 466852f6c235fc53bcbcc19823d64c3173e686ea9afb254112b44500808cb0f1 description: '' gh_license: MIT @@ -101257,8 +106420,8 @@ https://github.com/external-secrets/kubernetes-external-secrets: - docs/devsecops.md - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/fabric8io/docker-maven-plugin: + addition_method: manual ai_summary: A robust Maven plugin designed for managing Docker images and containers within Maven builds. It allows developers to build, run, and push images as part of the standard build lifecycle, though many users are migrating to the more modern @@ -101290,8 +106453,8 @@ https://github.com/fabric8io/docker-maven-plugin: v2_locations: - maven-gradle.md year: N/A - addition_method: manual 'https://github.com/fabric8io/fabric8-maven-plugin ': + addition_method: manual description: '' health_score: 80.0 last_checked: 1779033923.428538 @@ -101300,8 +106463,8 @@ https://github.com/fabric8io/docker-maven-plugin: v1_locations: - docs/openshift-pipelines.md year: N/A - addition_method: manual https://github.com/fabric8io/fabric8-pipeline-library: + addition_method: manual ai_summary: A reusable Jenkins Pipeline helper library that supports automated environments, build phases, and release setups within OpenShift frameworks. It is largely deprecated, superseded by modern Jenkins plugins or native Tekton pipelines. @@ -101331,8 +106494,8 @@ https://github.com/fabric8io/fabric8-pipeline-library: v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://github.com/fabric8io/kansible/blob/master/vendor/k8s.io/kubernetes/docs/user-guide/kubectl-cheatsheet.md: + addition_method: manual content_hash: 602cf3562472bdaddd7ca9be039e0ecf852bb096248a743b0165fb5dd2a52568 description: '' gh_license: NOASSERTION @@ -101351,15 +106514,15 @@ https://github.com/fabric8io/kansible/blob/master/vendor/k8s.io/kubernetes/docs/ v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/facebook/jest: + addition_method: manual content_hash: 342d641d0b021617557451eadd29d10813279121b03a68973027abab836b9bca health_score: 100.0 last_checked: 1779032091.478899 v1_locations: - docs/visual-studio.md - addition_method: manual https://github.com/fairwindsops/nova: + addition_method: manual ai_summary: A valuable auditing tool that scans running Kubernetes clusters for outdated Helm releases. It cross-references deployed charts with upstream versions to ensure administrators maintain robust patch levels and security updates. @@ -101389,8 +106552,8 @@ https://github.com/fairwindsops/nova: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/fatherlinux/ubi-micro: + addition_method: manual content_hash: cde1a14802c89c245ee5d0ad664ab8701762b86792c9ecb3e847c64725c11d24 description: '' health_score: 100.0 @@ -101406,8 +106569,8 @@ https://github.com/fatherlinux/ubi-micro: v2_locations: - container-managers.md year: N/A - addition_method: manual https://github.com/features/codespaces: + addition_method: manual ai_summary: GitHub Codespaces delivers cloud-hosted, highly configurable development environments running directly inside Visual Studio Code or browser instances. By leveraging declarative configuration (devcontainer.json), platform teams can @@ -101439,8 +106602,44 @@ https://github.com/features/codespaces: - git.md - visual-studio.md year: N/A - addition_method: manual +https://github.com/features/preview/github-app: + addition_method: automatic + ai_summary: 'Curator Insight: Elevating the AI assistant from an editor extension + to a native desktop client shifts the paradigm towards fully agentic workflow + orchestration. + + + Live Grounding: GitHub''s technical preview showcases native desktop clients (macOS, + Windows, Linux) that automate issue-to-merge flows, support parallel agent sessions + in isolated Git worktrees, and integrate with the Model Context Protocol (MCP).' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 29ae2b991bb8d43fb2d9d00a276f017dd777f2ea98ddd530a68a102e39d23b36 + description: Join the waitlist for the GitHub Copilot desktop app, a native experience + built for issue pickup, parallel agent orchestration, and automated code review. + hierarchy: + - AI + - Developer Tools + - Coding Agents + - GitHub Copilot App + is_microservice: false + language: en + last_checked: 1780352158.263422 + reputation_status: Vetted + reputation_summary: Extremely popular developer tool currently in high-demand technical + preview. + resource_type: documentation + social_preview_url: https://github.githubassets.com/assets/github-app-waitlist-cee758d24d8d.jpg + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + title: GitHub Copilot Agent-Driven Desktop Client Technical Preview + year: '2026' https://github.com/felipecruz91/debug-ctr: + addition_method: manual content_hash: 7175b73d3f1f7b6eee8bc53937c4adebb86fe8e5f74f6bf5881e88b0d8826ef8 description: '' gh_license: NOASSERTION @@ -101459,8 +106658,8 @@ https://github.com/felipecruz91/debug-ctr: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/feluelle/airflow-diagrams: + addition_method: manual content_hash: 325518f84dba9815c0d6e616beb81bff4406184e25731ad045a49aa14e651e85 description: '' gh_license: Apache-2.0 @@ -101479,8 +106678,8 @@ https://github.com/feluelle/airflow-diagrams: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://github.com/fepegar/vesseg: + addition_method: manual content_hash: c9181c2b97aadfc544cd8e1cb22be2e64e84f975b31fbb6dba127778811d2fd0 description: '' gh_license: MIT @@ -101499,8 +106698,8 @@ https://github.com/fepegar/vesseg: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/fidelity/kconnect: + addition_method: manual content_hash: 32bcda8d7853e3f5334a94052cc88b9038c233c2a4aa92d3a911d41101a0b71d description: '' gh_license: Apache-2.0 @@ -101519,8 +106718,8 @@ https://github.com/fidelity/kconnect: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/figaw/configuration-as-code-jenkins-k8s: + addition_method: manual content_hash: e8e13b05d8a6391fb77b8d799c2fbfec62e0def84018cea6521398fafdb5d70b description: '' health_score: 100.0 @@ -101538,8 +106737,8 @@ https://github.com/figaw/configuration-as-code-jenkins-k8s: - jenkins.md - demos.md year: N/A - addition_method: manual https://github.com/figaw/freestyle-to-pipeline-jenkins: + addition_method: manual content_hash: 680062af5400a0fa4dfba0102236c56394fcd7947a2242109c9fb4340e3c7fb6 description: '' health_score: 100.0 @@ -101550,8 +106749,8 @@ https://github.com/figaw/freestyle-to-pipeline-jenkins: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/figaw/freestyle-to-pipeline-jenkins/blob/master/from-freestyle-jobs-to-pipeline-with-jobdsl.pdf: + addition_method: manual content_hash: fc9fb41fc0b772b8a79ffb6996b8e4f548dc0c171f9dbdfc1981466e25b0e60d description: '' health_score: 100.0 @@ -101562,8 +106761,8 @@ https://github.com/figaw/freestyle-to-pipeline-jenkins/blob/master/from-freestyl v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/flannel-io/flannel: + addition_method: manual content_hash: eba99ae86b5bae9e55d3c3591114094a4e78609bbc34e79b4a9bb1aad50ef4ea gh_license: Apache-2.0 gh_pushed: '2026-05-20T08:00:40Z' @@ -101578,8 +106777,8 @@ https://github.com/flannel-io/flannel: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://github.com/flant/k8s-image-availability-exporter: + addition_method: manual content_hash: 8ec8d4aed673cd9c802e9e21f8a0e2934dfc470e6c5ec0ce158633f85d6f123f description: '' health_score: 100.0 @@ -101589,8 +106788,8 @@ https://github.com/flant/k8s-image-availability-exporter: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/flant/shell-operator: + addition_method: manual content_hash: cecdf4357eb70fe20eedaac28eedd2c9617681d9a6d760dbaa7601876cba1dd3 description: '' gh_license: Apache-2.0 @@ -101609,15 +106808,15 @@ https://github.com/flant/shell-operator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/flared/teleproxy: + addition_method: manual content_hash: 2076a6de779d1921805bcc2e78a2b7316ceb2be2bbee06a1a2cd89e790c51448 health_score: 100.0 last_checked: 1779030069.746166 v1_locations: - docs/kubernetes.md - addition_method: manual https://github.com/flaviostutz/promster: + addition_method: manual content_hash: 603bb9f1d9ac7d20e9f70d01f0bf9bfe04d0db3afe7f1c31ca7bd38f6afa7346 gh_license: MIT gh_pushed: '2023-02-15T01:43:04Z' @@ -101632,8 +106831,8 @@ https://github.com/flaviostutz/promster: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://github.com/floci-io/floci: + addition_method: manual content_hash: 9b45b4c82d8b4b74c725de183df8fcc3765045aaf71bc61faeba7aaa517aaea1 description: '' gh_license: MIT @@ -101656,8 +106855,47 @@ https://github.com/floci-io/floci: - aws-tools-scripts.md - docker.md year: N/A - addition_method: manual +https://github.com/floci-io/floci-az: + addition_method: automatic + ai_summary: Floci-AZ is an open-source local Azure service emulator that integrates + Blob, Queue, and Table storage, Cosmos DB, Azure Functions, App Configuration, + Key Vault, Event Hubs, and AKS on a single port. Built on Quarkus and GraalVM + native binary compiling, it delivers sub-100ms startup times and a low memory + footprint without requiring cloud subscriptions or auth tokens. It provides a + real embedded k3s container or mocked execution mode for fast CI environments, + serving as a powerful alternative to Azurite and Microsoft's native Cosmos DB + emulator. + category: azure + complexity: Advanced + content_hash: 643654dd8ea28a921fff18746692a66805eb12335d4bbf559cb8e3479a3a6ba5 + description: Lightweight and free open-source local Azure Emulator built using Quarkus + Native. + gh_license: MIT + gh_pushed: '2026-06-01T04:16:51Z' + gh_stars: 197 + hierarchy: + - Local Development + - Cloud Emulators + - Azure + is_microservice: false + language: en + last_checked: 1780352720.351741 + reputation_status: Vetted + reputation_summary: Vetted by the Azure community as a lightweight, fast, and unified + local alternative to fragmented official emulators. + resource_type: repository + social_preview_url: https://repository-images.githubusercontent.com/1212601019/0a6d3334-eead-42f6-a61b-6b095be5fc4d + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - COMMUNITY-TOOL + - EMERGING + title: floci-az + year: '2026' https://github.com/flomesh-io/pipy: + addition_method: manual content_hash: 35120d06527a9941f5bd2b545009d1d32c95e7465f9df3a2dec7fe2dd81ad5b3 description: '' gh_license: NOASSERTION @@ -101676,8 +106914,8 @@ https://github.com/flomesh-io/pipy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/flux-iac/tofu-controller: + addition_method: manual content_hash: fdf5961adf936014db589efc9c5ee27ba146b1616205da70fc26040b3c007c42 description: '' gh_license: Apache-2.0 @@ -101696,8 +106934,8 @@ https://github.com/flux-iac/tofu-controller: v2_locations: - flux.md year: N/A - addition_method: manual https://github.com/fluxcd/flux: + addition_method: manual content_hash: 7e2ffd1e5023c5643e99456a62d3d5aa9fa763d5dc2eb1afe3c8073e4ade76ce description: '' gh_license: Apache-2.0 @@ -101718,8 +106956,8 @@ https://github.com/fluxcd/flux: - flux.md - gitops.md year: N/A - addition_method: manual https://github.com/fluxcd/flux2: + addition_method: manual content_hash: 2695af292c7e3281d5bacc5a595fdc2b407e385b29008fbed273810d4ef94e02 description: '' gh_license: Apache-2.0 @@ -101738,8 +106976,8 @@ https://github.com/fluxcd/flux2: v2_locations: - flux.md year: N/A - addition_method: manual https://github.com/fluxcd/flux2-kustomize-helm-example: + addition_method: manual content_hash: da2a7b0c6b9b65cb22c9de865927dcc956b79aa3ee90935e7fae780cad5adc09 description: '' gh_license: Apache-2.0 @@ -101758,8 +106996,8 @@ https://github.com/fluxcd/flux2-kustomize-helm-example: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/fluxcd/flux2-multi-tenancy: + addition_method: manual content_hash: 3e3b71e24d835d0a367062be178f46c96d8ba0cbb9db53159fd1b5913284ec2e description: '' gh_license: Apache-2.0 @@ -101778,8 +107016,50 @@ https://github.com/fluxcd/flux2-multi-tenancy: v2_locations: - flux.md year: N/A - addition_method: manual +https://github.com/foggykitchen/foggykitchen-landing-zone-orchestrator: + addition_method: automatic + ai_summary: 'A production-grade cloud infrastructure layout designed to orchestrate + Azure, Oracle Cloud Infrastructure (OCI), and hybrid interconnect topologies. + + - Utilizing structured OpenTofu and Terraform architectures, the project abstracts + cloud networking, identity, and firewall rules into cohesive state configurations. + + - Employs a YAML-based payload contract that allows system architects to declaratively + compose landing zones without maintaining disconnected state files.' + category: aws-iac + complexity: Advanced + content_hash: e4d36800a2f1d4424273e911d84854460b985e651e7412ea47034f9cd8020b5b + description: An architecture-first multicloud landing zone framework using structured + Terraform and OpenTofu modules for Azure and OCI. + gh_license: UPL-1.0 + gh_pushed: '2026-06-01T14:32:25Z' + gh_stars: 1 + hierarchy: + - Cloud Architecture + - Infrastructure as Code + - Multi-Cloud Infrastructure + - Landing Zones + - Terraform + is_microservice: false + language: en + last_checked: 1780352838.801057 + reputation_status: Vetted + reputation_summary: Active, well-structured Open Source IaC repository maintained + by FoggyKitchen (Martin Linxfeld). Community vetted and actively used for multi-cloud + landing zone automation. + resource_type: project + social_preview_url: https://opengraph.githubassets.com/bfe8baf6e63ceb285737c904463890959aea7effd67a296e77ac789846b19687/foggykitchen/foggykitchen-landing-zone-orchestrator + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: multi-cloud-landing-zones + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: FoggyKitchen Landing Zone Orchestrator + year: '2026' https://github.com/forbearing/k8s: + addition_method: manual ai_summary: Curator Insight describes forbearing/k8s as an abstraction wrapper over client-go to offer a simpler API for standard Kubernetes resource orchestration. Live Grounding indicates it reduces boilerplate for minor tooling but lacks the @@ -101810,8 +107090,8 @@ https://github.com/forbearing/k8s: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/freach/kubernetes-security-best-practice/blob/master/README.md: + addition_method: manual ai_summary: 'A structured GitHub curation focusing on critical security hardening for Kubernetes clusters. @@ -101845,8 +107125,8 @@ https://github.com/freach/kubernetes-security-best-practice/blob/master/README.m v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/frectonz/sql-studio: + addition_method: manual ai_summary: 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 @@ -101881,8 +107161,8 @@ https://github.com/frectonz/sql-studio: - databases.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/freelensapp/freelens: + addition_method: manual content_hash: d276cefc7d35cc51940e7419b703a9a7fce83deb3427ec1a89486e6da03ceb21 description: '' gh_license: MIT @@ -101905,8 +107185,8 @@ https://github.com/freelensapp/freelens: - devel-sites.md - kubernetes.md year: N/A - addition_method: manual https://github.com/fstab/cifs: + addition_method: manual content_hash: dd7bd3ed45ca585e641d6c0013accb851509d60bbd58229ab13cb656f1fe41a9 description: '' gh_license: MIT @@ -101925,8 +107205,8 @@ https://github.com/fstab/cifs: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/furiko-io/furiko: + addition_method: manual content_hash: f67e9269f51d43150e6bdaaee14b29396f934bb39d7b6f75dcc26040a58aafc1 description: '' gh_license: Apache-2.0 @@ -101945,8 +107225,8 @@ https://github.com/furiko-io/furiko: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/futurewei-cloud/arktos: + addition_method: manual content_hash: 0b1491439fcc57271dd4c99fc6484111dbdcad7b6e5c55bcf13c381f3ae0eade description: '' health_score: 100.0 @@ -101962,8 +107242,8 @@ https://github.com/futurewei-cloud/arktos: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/gardener/etcd-backup-restore: + addition_method: manual content_hash: d7e53637459bbdca137936836576f26a3d8ff7ad9fa1d18b9739560ce5af879e description: '' gh_license: Apache-2.0 @@ -101982,8 +107262,8 @@ https://github.com/gardener/etcd-backup-restore: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://github.com/gardener/gardener: + addition_method: manual content_hash: b7f0a60e9aed7ab6d0afdc9c5e7e5e44d33801f213b81cda3df302e599ecf70b description: '' gh_license: Apache-2.0 @@ -102003,8 +107283,8 @@ https://github.com/gardener/gardener: - kubernetes-tools.md - index.md year: N/A - addition_method: manual https://github.com/gardener/terraformer: + addition_method: manual content_hash: 4feb7d4dff0d978e9a48fe63e63b6f231ef56043a67d713b653d1073ba13c106 description: '' gh_license: Apache-2.0 @@ -102023,8 +107303,8 @@ https://github.com/gardener/terraformer: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/garutilorenzo/k3s-aws-terraform-cluster: + addition_method: manual content_hash: f7dcc6728d69946078ab4a9d007dcb40d6bb05c548b969b19c56e124510a8e78 description: '' gh_license: GPL-3.0 @@ -102043,8 +107323,8 @@ https://github.com/garutilorenzo/k3s-aws-terraform-cluster: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/garutilorenzo/k8s-aws-terraform-cluster: + addition_method: manual content_hash: 9c21b39bd0ec8e64dd91681f4b29a8592fef820e62a4a43a9d2a6a6d833ae52b description: '' gh_license: GPL-3.0 @@ -102063,8 +107343,8 @@ https://github.com/garutilorenzo/k8s-aws-terraform-cluster: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/gayanvoice/top-github-users: + addition_method: manual content_hash: 377a211e15cafdbab77a3a930fbc24784e898d07501f2e59a55e6ad56fb22002 description: '' health_score: 100.0 @@ -102074,8 +107354,8 @@ https://github.com/gayanvoice/top-github-users: title: Top GitHub Users By Country v1_locations: [] year: N/A - addition_method: manual https://github.com/gcla/termshark: + addition_method: manual ai_summary: Curator Insight presents termshark as a terminal-based UI for tshark (Wireshark). Live Grounding validates that it remains the ultimate terminal UI option for real-time packet parsing over SSH links where graphic window managers @@ -102108,8 +107388,8 @@ https://github.com/gcla/termshark: v2_locations: - linux.md year: N/A - addition_method: manual https://github.com/geerlingguy/ansible-for-devops: + addition_method: manual content_hash: 92f4a9fc4627622a11cf72b99e447bec9cb36a3dc0d4afd6645bf75f5e48e49d description: '' gh_license: MIT @@ -102130,8 +107410,8 @@ https://github.com/geerlingguy/ansible-for-devops: - devops.md - ansible.md year: N/A - addition_method: manual https://github.com/geerlingguy/ansible-for-devops/tree/master/kubernetes: + addition_method: manual content_hash: 42b15252dd72404b85198e54e9f03237bb980d450270ea2d5b67beb6685e0144 description: '' gh_license: MIT @@ -102150,8 +107430,8 @@ https://github.com/geerlingguy/ansible-for-devops/tree/master/kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/geerlingguy/ansible-role-docker: + addition_method: manual content_hash: 0415ef3aef3db9596af58284d93bb08742cbf9389d32ca8133ceb9e60988e3fb description: '' gh_license: MIT @@ -102170,8 +107450,8 @@ https://github.com/geerlingguy/ansible-role-docker: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/geerlingguy/ansible-role-jenkins: + addition_method: manual content_hash: 1f381e6c741c1768e123bf4991e9b5721919361566a2823f36adf1d84ac5eebc description: '' gh_license: MIT @@ -102190,8 +107470,8 @@ https://github.com/geerlingguy/ansible-role-jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/geerlingguy/ansible-role-kubernetes: + addition_method: manual ai_summary: A highly popular and actively maintained Ansible role written by Jeff Geerling that automates the installation and configuration of Kubernetes on Debian/Ubuntu and RedHat/CentOS servers. It simplifies installing kubeadm, kubelet, and kubectl, @@ -102224,8 +107504,8 @@ https://github.com/geerlingguy/ansible-role-kubernetes: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://github.com/genuinetools/contained.af: + addition_method: manual content_hash: 4fab4e4846007403029a55064c80876c43c64e8dec263fb7a66b06e8cdf4db68 description: '' gh_license: MIT @@ -102244,8 +107524,8 @@ https://github.com/genuinetools/contained.af: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/genuinetools/img: + addition_method: manual content_hash: 0b7ad58af06e4f93f6af11e2d6547d478fe08c09914acc88f1dac481bcf9723b description: '' gh_license: MIT @@ -102264,8 +107544,8 @@ https://github.com/genuinetools/img: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/geritol/secret-backup-operator: + addition_method: manual content_hash: 42b31d1715d385ad4a02d32aefbf817e31b912c7ac130e3cd62f7e54379ab832 description: '' gh_license: MIT @@ -102284,8 +107564,8 @@ https://github.com/geritol/secret-backup-operator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/germainlefebvre4/ns-killer: + addition_method: manual content_hash: 7595722e195c0c1cb8347dc9e1138f2bd73a45b915a67684c7a47187f6c7f2af description: '' gh_license: Apache-2.0 @@ -102304,8 +107584,8 @@ https://github.com/germainlefebvre4/ns-killer: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/getanteon/anteon: + addition_method: manual content_hash: 8b7dda6a22f3f966051a09000c96f03bb5ccc95cf32998df7d8488951c2e0913 gh_license: AGPL-3.0 gh_pushed: '2026-03-04T10:47:26Z' @@ -102320,22 +107600,22 @@ https://github.com/getanteon/anteon: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/getporter/porter: + addition_method: manual content_hash: d16c8c4fa6a257c0d88cb0d8f09ebc35e09a0aa1ea8ea0c64715ddba039a6723 health_score: 100.0 last_checked: 1779032185.321365 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://github.com/getseabird/seabird: + addition_method: manual content_hash: 46c7815a6286cdad936489cbdfe7128e6d24e688204585a7debe0ccdba47e4d1 health_score: 100.0 last_checked: 1779032521.784528 v1_locations: - docs/kubernetes-based-devel.md - addition_method: manual https://github.com/getsops/sops: + addition_method: manual ai_summary: SOPS is an editor of encrypted files that supports YAML, JSON, ENV, INI and BINARY formats, encrypting with AWS KMS, GCP KMS, Azure Key Vault, HashiCorp Vault, age, and PGP. Widely integrated in GitOps workflows, it allows versioning @@ -102368,8 +107648,8 @@ https://github.com/getsops/sops: - devsecops.md - terraform.md year: '2026' - addition_method: manual https://github.com/gfkse/jenkins-shared-library: + addition_method: manual content_hash: 336a3650b81c6d9917f3c2ce89a4209f890a331bc5894c1a852a86fc628b83ad description: '' gh_license: GPL-3.0 @@ -102388,8 +107668,8 @@ https://github.com/gfkse/jenkins-shared-library: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/ggicci/httpin: + addition_method: manual ai_summary: Curator Insight introduces httpin as a declarative way to decode HTTP request data (query, headers, body) directly into Go structs. Live Grounding confirms it's a popular tool for clean controller interfaces, reducing imperative parsing @@ -102420,8 +107700,8 @@ https://github.com/ggicci/httpin: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/gianlucam76/k8s-cleaner: + addition_method: manual content_hash: 26b97509c6b90de108c22f7d0fd95a2e8c0f4c50d694bf37a22d7221a315e6d2 description: '' gh_license: Apache-2.0 @@ -102440,8 +107720,8 @@ https://github.com/gianlucam76/k8s-cleaner: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/gimlet-io/gimletd: + addition_method: manual content_hash: 43b378c03c6da86876294318ac70f09361d86a2fb5da66149d0511b37c3a67d2 description: '' gh_license: Apache-2.0 @@ -102460,8 +107740,8 @@ https://github.com/gimlet-io/gimletd: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/gini/dexter: + addition_method: manual ai_summary: An OIDC-helper CLI tool for generating kubectl credential configurations. Inactive for over 4 years; considered legacy under Nubenetes MVQ rules. complexity: Intermediate @@ -102490,8 +107770,8 @@ https://github.com/gini/dexter: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/giscus/giscus: + addition_method: manual ai_summary: A highly popular open-source comment system leveraging GitHub Discussions. Avoids heavy third-party database dependencies by mapping discussion threads directly to markdown comments on static sites. @@ -102522,8 +107802,8 @@ https://github.com/giscus/giscus: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/git-bug/git-bug: + addition_method: manual content_hash: 4c83960b8e5b1a513bec83e62833dc0dcf470ddaa0f59fdbf8412e05610aa34c gh_license: GPL-3.0 gh_pushed: '2026-05-02T18:17:29Z' @@ -102538,8 +107818,8 @@ https://github.com/git-bug/git-bug: - docs/git.md v2_locations: - git.md - addition_method: manual https://github.com/git-ecosystem/git-credential-manager: + addition_method: manual ai_summary: Git Credential Manager is a secure, cross-platform helper that simplifies multi-factor authentication for hosts like GitHub, GitLab, and Azure DevOps. It securely stores credentials in platform-native keychains, abstracting token lifecycle @@ -102572,8 +107852,8 @@ https://github.com/git-ecosystem/git-credential-manager: - devsecops.md - git.md year: '2026' - addition_method: manual https://github.com/git-lfs/git-lfs: + addition_method: manual content_hash: 7ea220e77ce55e3306722f54f095daa96bef1d6cefda24f07b7a67d61bc52c92 description: '' gh_license: NOASSERTION @@ -102592,8 +107872,8 @@ https://github.com/git-lfs/git-lfs: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/github/hub: + addition_method: manual content_hash: 19e5325c8cceef53dda6b4eea55c83bef59a3aa0e8ee368acf5fd214f49edef8 description: '' health_score: 100.0 @@ -102603,8 +107883,8 @@ https://github.com/github/hub: v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.com/github/roadmap: + addition_method: manual ai_summary: The official interactive roadmap repository for upcoming features across GitHub's product suite (Copilot, Actions, Projects, Security). This public portal allows product managers and platform architects to anticipate feature deliveries @@ -102637,8 +107917,47 @@ https://github.com/github/roadmap: v2_locations: - git.md year: N/A - addition_method: manual +https://github.com/github/spec-kit: + addition_method: automatic + ai_summary: GitHub Spec Kit is an open-source toolkit designed to formalize AI-assisted + software engineering through Spec-Driven Development (SDD) [1.1.4]. It shifts + the traditional software lifecycle by making technical specifications executable, + directly generating working implementations via AI agents like GitHub Copilot, + Claude Code, or Gemini. The toolkit organizes development into discrete phases, + transforming high-level requirements into structured blueprints, technical plans, + and manageable task definitions to reduce prompt iteration overhead. + category: ai-agents-mcp + complexity: Intermediate + content_hash: 4de024c361339bcc8fb99b926d6f1beb76c2fa87eb92ee34f402417484763e09 + description: Toolkit to help you get started with Spec-Driven Development (SDD) + using AI. + gh_license: MIT + gh_pushed: '2026-06-01T20:04:05Z' + gh_stars: 107576 + hierarchy: + - Artificial Intelligence + - AI Coding Agents + - Spec-Driven Development + is_microservice: false + language: English + last_checked: 1780352003.689787 + reputation_status: Vetted + reputation_summary: Widely praised by AI engineers as a structured and disciplined + methodology for escaping the limits of raw prompt engineering, providing templates + and CLI scripts to guide AI agents systematically. + resource_type: Repository + social_preview_url: https://opengraph.githubassets.com/807cdd7d241e22dff14f616d078c92a80e56d2468c298fdde183319861aecdc2/github/spec-kit + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: spec-driven-development + tags: + - '[EMERGING]' + - '[COMMUNITY-TOOL]' + title: GitHub Spec Kit + year: '2025' https://github.com/gitkraken/vscode-gitlens: + addition_method: manual content_hash: e89e808f4e2a1a244907443e3d923b40bba53c989aadd137e8c9d01c1f32047b gh_license: NOASSERTION gh_pushed: '2026-05-22T10:12:35Z' @@ -102653,8 +107972,8 @@ https://github.com/gitkraken/vscode-gitlens: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://github.com/gitops-working-group/gitops-working-group: + addition_method: manual content_hash: 9d9764e6cf92f70eccb5378965fcc8346d1d78f9debc8e4fda5788f611d575b3 description: '' health_score: 100.0 @@ -102670,15 +107989,15 @@ https://github.com/gitops-working-group/gitops-working-group: v2_locations: - gitops.md year: N/A - addition_method: manual https://github.com/gitpod-io/gitpod: + addition_method: manual content_hash: eb24ad27f36de528892de45b55c410dbad56c44b555c6b0bd8bef22f602d478d health_score: 100.0 last_checked: 1779032575.059455 v1_locations: - docs/visual-studio.md - addition_method: manual https://github.com/glasskube/glasskube: + addition_method: manual content_hash: 51da47e4c55388dcbd40159d1da61eab11290ca9f40668d796fc7f68eada02b0 description: '' gh_license: Apache-2.0 @@ -102697,8 +108016,8 @@ https://github.com/glasskube/glasskube: v2_locations: - gitops.md year: N/A - addition_method: manual https://github.com/glebiller/dynamic-configuration-operator: + addition_method: manual content_hash: ab73ad174bcf814e3f621425b5ac4802c3a7e8aa4e02c0efbe27e46fe06c4071 description: '' gh_license: Apache-2.0 @@ -102717,8 +108036,8 @@ https://github.com/glebiller/dynamic-configuration-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/globalbao/awesome-azure-policy: + addition_method: manual content_hash: 4bcbfb219e6301b4449591249dd3eacaa370c52beff27636ea05d853936c98b9 description: '' gh_license: CC0-1.0 @@ -102738,8 +108057,8 @@ https://github.com/globalbao/awesome-azure-policy: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/gnunn1/openshift-basic-pipeline: + addition_method: manual content_hash: a647dcf14582f30395fec73319ca966d76c8fabb4554cc7c77eb763547055ccd description: '' health_score: 100.0 @@ -102755,8 +108074,8 @@ https://github.com/gnunn1/openshift-basic-pipeline: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/go-ini/ini: + addition_method: manual ai_summary: A feature-rich, high-performance ini file parser for Go. Offers seamless serialization and deserialization, essential for managing localized configuration states in production environments. @@ -102786,8 +108105,8 @@ https://github.com/go-ini/ini: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/go-kratos/kratos: + addition_method: manual ai_summary: Curator Insight defines Kratos as a heavy-duty microservice framework for Go, designed for highly scalable web-scale systems. Live Grounding highlights its extensive use of gRPC/Protobuf-first code generation, integrated observability, @@ -102818,8 +108137,8 @@ https://github.com/go-kratos/kratos: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/go-skynet/LocalAI: + addition_method: manual content_hash: 22c3a959143855b286babc422ceccdbd022b124fd2220eec15235cad4803b2c0 description: '' health_score: 100.0 @@ -102829,8 +108148,8 @@ https://github.com/go-skynet/LocalAI: v1_locations: - docs/ai-agents-mcp.md year: N/A - addition_method: manual https://github.com/go-zepto/zepto: + addition_method: manual ai_summary: A lightweight web framework designed to simplify microservices development in Go. Features automated dependency injection and routing, though development has cooled in favor of active community-driven alternatives. @@ -102863,8 +108182,8 @@ https://github.com/go-zepto/zepto: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/goatlas-io/atlas: + addition_method: manual content_hash: afb0eb2f01f5db918bb1761d46da28dd13947142d475ec0e9c3f5ed19c258ec6 description: '' gh_license: MIT @@ -102876,8 +108195,8 @@ https://github.com/goatlas-io/atlas: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/goauthentik/authentik: + addition_method: manual ai_summary: An open-source identity infrastructure built to provide modern Single Sign-On, Multi-Factor Authentication, and fine-grained user access rules. Integrates smoothly with Kubernetes deployments via a scalable microservice design. @@ -102907,8 +108226,8 @@ https://github.com/goauthentik/authentik: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/gobins/vault-controller: + addition_method: manual content_hash: 0f0b1d87c0f9618baece440b7ad2667cf8f9fc3ee00b642ca47fc1e5ce33eba4 description: '' health_score: 100.0 @@ -102924,8 +108243,8 @@ https://github.com/gobins/vault-controller: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/gofireflyio/aiac: + addition_method: manual content_hash: 16958b5e621a23c03b7845ca069d5e42569f1849e4f47ab8dfe68ad37590061e description: '' gh_license: Apache-2.0 @@ -102944,8 +108263,8 @@ https://github.com/gofireflyio/aiac: v2_locations: - iac.md year: N/A - addition_method: manual https://github.com/golang-design/history: + addition_method: manual ai_summary: An extensive curated historical archive documenting the design decisions, proposals, and development milestones of the Go programming language. complexity: Intermediate @@ -102975,8 +108294,8 @@ https://github.com/golang-design/history: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/golang/go: + addition_method: manual ai_summary: 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). @@ -103006,8 +108325,8 @@ https://github.com/golang/go: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/golang/vscode-go/blob/master/README.md: + addition_method: manual content_hash: cc3240753fe6261e8fa0d776a10f0b1677bd4802ba2b0ef21e509d554f581fe0 description: '' gh_license: NOASSERTION @@ -103026,8 +108345,8 @@ https://github.com/golang/vscode-go/blob/master/README.md: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md: + addition_method: manual ai_summary: Curator Insight hosts the comprehensive Spanish translation of the premier Node.js architecture and security handbook. Live Grounding validates its immense utility as an industry-standard guide covering testing, error handling, and production @@ -103062,8 +108381,8 @@ https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/READM - cheatsheets.md - introduction.md year: N/A - addition_method: manual https://github.com/google/agents-cli: + addition_method: manual ai_summary: An official command-line tool from Google designed to build, debug, and deploy agentic AI workflows. It leverages the Model Context Protocol (MCP) and Google LLM APIs to facilitate automated task execution across local filesystems @@ -103099,8 +108418,8 @@ https://github.com/google/agents-cli: - GoogleCloudPlatform.md - kubernetes.md year: N/A - addition_method: manual https://github.com/google/clusterfuzzlite: + addition_method: manual content_hash: f70c6ca268f229a4fc89430b03ab374f2bdd032445512d6588590b935b704860 description: '' gh_license: Apache-2.0 @@ -103119,8 +108438,8 @@ https://github.com/google/clusterfuzzlite: v2_locations: - qa.md year: N/A - addition_method: manual https://github.com/google/gke-policy-automation: + addition_method: manual ai_summary: Google-backed tool designed to automate policy checks on GKE configurations against best practices using OPA Gatekeeper. Relies on structured GKE cluster dumps to evaluate configuration posture and vulnerability profiles. @@ -103150,8 +108469,8 @@ https://github.com/google/gke-policy-automation: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/google/go-containerregistry: + addition_method: manual content_hash: 824bcad8179ee7eaed9201881d94b083b2c5691fa73025ef25044107e77de14d description: '' gh_license: Apache-2.0 @@ -103172,8 +108491,8 @@ https://github.com/google/go-containerregistry: - kubernetes-tools.md - docker.md year: N/A - addition_method: manual https://github.com/google/jsonnet/tree/master/case_studies/kubernetes: + addition_method: manual content_hash: 12857cf535306b3dff99a713012717134fb582719ffdc0e27fb1d47c0b1aa38a description: '' gh_license: Apache-2.0 @@ -103192,8 +108511,8 @@ https://github.com/google/jsonnet/tree/master/case_studies/kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/google/ko: + addition_method: manual content_hash: 8e4aa65a2a01aa4d4deeccc0b4ae26eb2ced7e4e50f7646be6e4769db788190a description: '' health_score: 100.0 @@ -103203,8 +108522,8 @@ https://github.com/google/ko: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/google/log4jscanner: + addition_method: manual ai_summary: Google's high-speed Go-based utility developed to walk directory structures and unpack Java archives to scan for vulnerable class signatures. Provides deep offline validation capabilities for local build artifacts. @@ -103234,8 +108553,8 @@ https://github.com/google/log4jscanner: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/google/prometheus-slo-burn-example: + addition_method: manual content_hash: b7c0dc57df89b3d6482acc1bd04f343b8036d2a66d653d9f4e9a6c728a3d7b14 gh_license: Apache-2.0 gh_pushed: '2019-05-30T22:29:10Z' @@ -103250,8 +108569,8 @@ https://github.com/google/prometheus-slo-burn-example: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://github.com/google/python-fire: + addition_method: manual content_hash: df1413081fc9aef12fa7c88d8bbc3cb120d92ededd11fb30233d7fb4aa04e4c8 description: '' gh_license: NOASSERTION @@ -103270,8 +108589,8 @@ https://github.com/google/python-fire: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/google/slo-generator: + addition_method: manual content_hash: 6804779cb9fa416c8845d60e0658b4fdfd304dd8fbbb3dd05572636f646aa30a description: '' gh_license: Apache-2.0 @@ -103290,8 +108609,8 @@ https://github.com/google/slo-generator: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/google/zx: + addition_method: manual ai_summary: A revolutionary library by Google allowing developers to write rich shell scripts using JavaScript or TypeScript. Intuitively wraps child-process execution, making complex scripting pipelines highly readable and safe. @@ -103321,8 +108640,8 @@ https://github.com/google/zx: v2_locations: - linux.md year: N/A - addition_method: manual https://github.com/gopaddle-io/configurator: + addition_method: manual content_hash: ed41f1daa82d28b02c69ace91ecc18809c7f6a2b3317a36f8970cab7c991abf6 description: '' gh_license: NOASSERTION @@ -103341,8 +108660,8 @@ https://github.com/gopaddle-io/configurator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/goss-org/goss: + addition_method: manual content_hash: 599d7c114ad70f7c2533e2919513ae4ff015891c840061c6ab79b4a54b3d841f gh_license: Apache-2.0 gh_pushed: '2025-05-01T20:08:32Z' @@ -103357,8 +108676,8 @@ https://github.com/goss-org/goss: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/govirtuo/kube-ns-suspender: + addition_method: manual content_hash: 7ccc734e40d5f5bd2b9af238148c21df9beb035f7096a975756f0a216da1799c description: '' health_score: 100.0 @@ -103368,8 +108687,8 @@ https://github.com/govirtuo/kube-ns-suspender: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/grafana/agent: + addition_method: manual content_hash: 42acde43745effb075e35bcdad1e042924521a26e511954e82c2f16f694308c4 description: '' gh_license: Apache-2.0 @@ -103388,8 +108707,8 @@ https://github.com/grafana/agent: v2_locations: - grafana.md year: N/A - addition_method: manual https://github.com/grafana/mimir: + addition_method: manual content_hash: 35393723f9f6fa4ec27a899e1205b638a027699ee62dd5194b00e31a44903221 description: '' gh_license: AGPL-3.0 @@ -103408,8 +108727,8 @@ https://github.com/grafana/mimir: v2_locations: - grafana.md year: N/A - addition_method: manual https://github.com/grafana/tanka: + addition_method: manual content_hash: f0f449caab037a1b55ce5c7b9466a4e5e7ec80d143f698945ad0c9736c23a67c description: '' gh_license: Apache-2.0 @@ -103428,8 +108747,8 @@ https://github.com/grafana/tanka: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/grafana/tempo: + addition_method: manual content_hash: 78d8cbe88fd38721caa5f8f4b399878c4a62eeee3cdee4ff12d1f5e5fa996c27 description: '' gh_license: AGPL-3.0 @@ -103448,8 +108767,8 @@ https://github.com/grafana/tempo: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/gravitational/teleport: + addition_method: manual content_hash: 99ad550caec041b2881b70c1e9bc86ad0de2257122e7f4e21981d3f2bee4fde7 description: '' gh_license: AGPL-3.0 @@ -103468,8 +108787,8 @@ https://github.com/gravitational/teleport: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/gravitational/teleport/discussions/8330: + addition_method: manual content_hash: 3ae81f1e26f723553a9985d83a5ba83b608cb7da8491be7d57e345dbc9ef7347 description: '' gh_license: AGPL-3.0 @@ -103488,8 +108807,8 @@ https://github.com/gravitational/teleport/discussions/8330: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/gravitl/netmaker: + addition_method: manual content_hash: 461d6feb067687a3eee4be5d99ca748eab30f86a8f003957b60479535cb6af74 description: '' gh_license: NOASSERTION @@ -103510,8 +108829,8 @@ https://github.com/gravitl/netmaker: - kubernetes-tools.md - kubernetes-networking.md year: N/A - addition_method: manual https://github.com/griddynamics/mpl: + addition_method: manual content_hash: 7f6be9f587b82afed39000db10a522cc2efef44151914c5f3d2faa2d4541b92d description: '' gh_license: Apache-2.0 @@ -103530,8 +108849,8 @@ https://github.com/griddynamics/mpl: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/grosser/preoomkiller: + addition_method: manual content_hash: 73aca8546922c96fb6d8726a521bac8387d99f6a103c9846e160b8993a83ae2c description: '' gh_license: MIT @@ -103550,8 +108869,8 @@ https://github.com/grosser/preoomkiller: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts: + addition_method: manual ai_summary: Curator Insight points to a companion code repository for a Groundcover blog exploring Kubernetes container restart triggers. Live Grounding confirms it serves as a lightweight diagnostic template to intercept CrashLoopBackOff states @@ -103579,8 +108898,8 @@ https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/groundcover-com/murre: + addition_method: manual content_hash: 51452fcf5105ccb367707100fcdee160175b386b458daa5a2a5ca69dfe5b7238 description: '' gh_license: Apache-2.0 @@ -103599,8 +108918,8 @@ https://github.com/groundcover-com/murre: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/groundnuty/k8s-wait-for: + addition_method: manual content_hash: d50e49679c8e88c0c7db5b559610ccbebe63417436af0d4de2e44d3bab733a6a description: '' gh_license: MIT @@ -103619,8 +108938,8 @@ https://github.com/groundnuty/k8s-wait-for: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/grpc-ecosystem/grpc-gateway: + addition_method: manual content_hash: 94f2f57b5cd69bc2a351745cda7c24eab95904d8512b67ee7c785b180333fe95 description: '' gh_license: BSD-3-Clause @@ -103639,8 +108958,8 @@ https://github.com/grpc-ecosystem/grpc-gateway: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/gruberdev/local-gitops: + addition_method: manual content_hash: d5f0e40f0ec9d9e935b48f9a5f21fe47bd0c47d2e16a66d1430f292cca2662b1 description: '' health_score: 100.0 @@ -103656,8 +108975,8 @@ https://github.com/gruberdev/local-gitops: v2_locations: - rancher.md year: N/A - addition_method: manual https://github.com/gruntwork-io/terragrunt-infrastructure-live-example: + addition_method: manual content_hash: 5c10fc8bdf35d2003e92cbc5c4921f29cfbf1afb440c53e301ddb3e448f43069 description: '' gh_license: Apache-2.0 @@ -103676,8 +108995,8 @@ https://github.com/gruntwork-io/terragrunt-infrastructure-live-example: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/gshipley/installcentos: + addition_method: manual content_hash: ff9d1221dd8a3bdf07bf5b97ed39a381f07cfd504e1fb20021a22abb0ac8bd67 description: '' health_score: 100.0 @@ -103693,8 +109012,8 @@ https://github.com/gshipley/installcentos: v2_locations: - openshift.md year: N/A - addition_method: manual https://github.com/gudpick/pods: + addition_method: manual content_hash: 25bce8646ca01a675be677e4ffeadce8eb83da1f3d44769fca5fc7d8f4937d4d description: '' health_score: 100.0 @@ -103705,8 +109024,8 @@ https://github.com/gudpick/pods: v1_locations: - docs/sonarqube.md year: N/A - addition_method: manual https://github.com/gudpick/pods/tree/master/sonar-latest: + addition_method: manual content_hash: 1a18ea4de1911e1e484dd824fc1f9ff5226c6c1c816b83905efacc83fa4b69aa description: '' health_score: 100.0 @@ -103717,8 +109036,8 @@ https://github.com/gudpick/pods/tree/master/sonar-latest: v1_locations: - docs/sonarqube.md year: N/A - addition_method: manual https://github.com/gventuri/pandas-ai: + addition_method: manual content_hash: d512d4770ea4789aecc81bef4471e1839821b2a2838a17f2acfaad339689f6c7 description: '' health_score: 100.0 @@ -103728,8 +109047,8 @@ https://github.com/gventuri/pandas-ai: v1_locations: - docs/python.md year: N/A - addition_method: manual https://github.com/gyli/DictMySQL: + addition_method: manual content_hash: 151d6d5be3073376f7436d69ab5b6f4932f2c6a24bb83b7c93b819e986f8b9a6 gh_license: MIT gh_pushed: '2018-12-04T06:42:34Z' @@ -103744,8 +109063,8 @@ https://github.com/gyli/DictMySQL: - docs/python.md v2_locations: - python.md - addition_method: manual https://github.com/hadolint/hadolint: + addition_method: manual content_hash: 168d25de939de633ad29bee4a05a5b3db3157a293578ca9b07bc97f87f5433c6 description: '' gh_license: GPL-3.0 @@ -103764,15 +109083,15 @@ https://github.com/hadolint/hadolint: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/haflidif/terraform-azurerm-dns-private-resolver: + addition_method: manual content_hash: 034762c5cdcba4d162872350dbb4a0a01a9b2d959af44d59dda356880a6c5df7 health_score: 100.0 last_checked: 1779030583.669527 v1_locations: - docs/terraform.md - addition_method: manual https://github.com/hahwul/DevSecOps: + addition_method: manual content_hash: 20a0ac59128bf7ae7c79b4a27f100202d6dcd770f50e1003b2a3b022f7d0903b description: '' gh_license: MIT @@ -103792,8 +109111,8 @@ https://github.com/hahwul/DevSecOps: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/halkeye-docker/docker-jenkins: + addition_method: manual content_hash: 51633da2292cc3d381f7d8c72855a15783c0ed824b51e06268583476a6a6a4ab description: '' gh_license: MIT @@ -103812,8 +109131,8 @@ https://github.com/halkeye-docker/docker-jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/harvester/harvester: + addition_method: manual content_hash: 41b2b18b344881007667cc4b17730a84013b381030f73bc2c9d3711f22e47fc7 gh_license: Apache-2.0 gh_pushed: '2026-05-22T07:55:30Z' @@ -103828,8 +109147,8 @@ https://github.com/harvester/harvester: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://github.com/hasheddan/k8scr: + addition_method: manual content_hash: 13cb1e387cd306f77b7e6d500743dccc267edad6ced0a7ab3610b467903cb24a description: '' gh_license: Apache-2.0 @@ -103850,8 +109169,8 @@ https://github.com/hasheddan/k8scr: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/hashicorp/cap: + addition_method: manual ai_summary: Curator Insight shows cap as HashiCorp's library to ease Linux capability handling in Go programs. Live Grounding highlights its integration in secure container-adjacent projects to enforce the principle of least privilege at the system-call level. @@ -103881,8 +109200,8 @@ https://github.com/hashicorp/cap: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/hashicorp/hcl: + addition_method: manual content_hash: a74147ff18d543e4f26a9d5f3593553f8fb108dcc25935c505c9805fbefe5fa3 description: '' gh_license: MPL-2.0 @@ -103901,8 +109220,8 @@ https://github.com/hashicorp/hcl: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/hashicorp/terraform-cdk: + addition_method: manual content_hash: 51813300751965329c8de4939b5524850e59a5129f9ee51ff9095ffb23a88dd6 description: '' gh_license: MPL-2.0 @@ -103921,8 +109240,8 @@ https://github.com/hashicorp/terraform-cdk: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/hashicorp/terraform-k8s: + addition_method: manual content_hash: ec20219598d769ac6d04b8cb760eb482a4304107c4ff0bcd07a51df2f4d033ea description: '' gh_license: MPL-2.0 @@ -103941,8 +109260,8 @@ https://github.com/hashicorp/terraform-k8s: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/hashicorp/vault: + addition_method: manual ai_summary: The industry-standard secrets engine for modern cloud infrastructure. Provides secure storage, dynamic secrets generation, detailed audit logs, and lease-based secret revocation across distributed environments. @@ -103972,8 +109291,8 @@ https://github.com/hashicorp/vault: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/hashicorp/vault-csi-provider: + addition_method: manual ai_summary: Integrates HashiCorp Vault with the Secret Store CSI Driver, allowing Pods to mount Vault secrets natively. Eliminates raw local secret storage by rendering credentials directly as memory-mapped files. @@ -104004,8 +109323,8 @@ https://github.com/hashicorp/vault-csi-provider: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/hashicorp/waypoint/tree/main/website/content/docs: + addition_method: manual ai_summary: HashiCorp walkthrough presenting continuous, declarative deployment of Helm-based apps using Waypoint pipelines, highlighting structural GitOps workflows. complexity: Intermediate @@ -104035,8 +109354,8 @@ https://github.com/hashicorp/waypoint/tree/main/website/content/docs: v2_locations: - helm.md year: '2022' - addition_method: manual https://github.com/hasura/gitkube: + addition_method: manual content_hash: cc22c1e1d6ea90c3a3746e1c6c2d149728b4f20eea6dab230e420c1da9371a05 description: '' gh_license: Apache-2.0 @@ -104055,8 +109374,8 @@ https://github.com/hasura/gitkube: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/haxsaw/hikaru: + addition_method: manual content_hash: 176a942bb47ae71b8f1fc9778ef8a73b89c6c79ecfe899948a74b7c405c8dfb9 description: '' gh_license: MIT @@ -104075,8 +109394,8 @@ https://github.com/haxsaw/hikaru: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/hayao-k/cdk-ecr-image-scan-notify: + addition_method: manual content_hash: 3eb7e46b1ae25fe928c77b6cce169d7dce5ca79189d4d8a9d05bfae37a9ea274 description: '' gh_license: Apache-2.0 @@ -104095,8 +109414,8 @@ https://github.com/hayao-k/cdk-ecr-image-scan-notify: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://github.com/hbollon/k8s-voting-app-aws: + addition_method: manual content_hash: 49bc5bec07d23712f082c6dd4bb216c46b369ff82bbdf5b0a8a70d9fcd9a53dc description: '' gh_license: MIT @@ -104115,8 +109434,8 @@ https://github.com/hbollon/k8s-voting-app-aws: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/hcavarsan/kftray: + addition_method: manual content_hash: f1543d16c58b2fa35e6932543e9a3ff128c7022fafcb775225935e22df2c13fd description: '' gh_license: GPL-3.0 @@ -104135,8 +109454,8 @@ https://github.com/hcavarsan/kftray: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/heketi/heketi: + addition_method: manual content_hash: 0d4f9d435e3073e1fcfebfaa3bda820b070e48785e446bc3ac51035757864c07 gh_license: NOASSERTION health_score: 100.0 @@ -104145,8 +109464,8 @@ https://github.com/heketi/heketi: v1_locations: - docs/kubernetes-storage.md - docs/ocp4.md - addition_method: manual https://github.com/helm/charts/tree/master/stable/distributed-jmeter: + addition_method: manual ai_summary: The legacy Helm representation of Apache JMeter for distributed performance testing. For dynamic scaling and load generation, engineering teams must now use modern community operators or updated chart packages. @@ -104176,8 +109495,8 @@ https://github.com/helm/charts/tree/master/stable/distributed-jmeter: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/helm/charts/tree/master/stable/jenkins: + addition_method: manual ai_summary: The historic Helm chart repository location for Jenkins under the official Helm org. This template configuration has since been migrated to the Jenkins community repository and should be avoided in favor of modern forks. @@ -104207,8 +109526,8 @@ https://github.com/helm/charts/tree/master/stable/jenkins: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/helm/charts/tree/master/stable/selenium: + addition_method: manual ai_summary: The historic Selenium Grid configuration from the official Helm stable tree. It serves as an archive for browser automation scaling reference, now managed by the official Selenium community charts. @@ -104238,8 +109557,8 @@ https://github.com/helm/charts/tree/master/stable/selenium: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/helm/charts/tree/master/stable/sonarqube: + addition_method: manual ai_summary: The legacy Helm repository branch for SonarQube deployments. Modern enterprise administrators should utilize the official SonarSource charts rather than this deprecated legacy deployment path. @@ -104269,8 +109588,8 @@ https://github.com/helm/charts/tree/master/stable/sonarqube: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/helm/charts/tree/master/stable/sonatype-nexus: + addition_method: manual ai_summary: The deprecated official repository location for Sonatype Nexus3. Modern deployments must transition to newer, community-maintained alternatives on Artifact Hub to avoid out-of-date security configurations. @@ -104300,8 +109619,8 @@ https://github.com/helm/charts/tree/master/stable/sonatype-nexus: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/helm/helm: + addition_method: manual ai_summary: Authoritative GitHub repository for Helm. With over 29k stars and massive community backing, it is the primary source of truth for the project's codebase, releases, and development. @@ -104331,8 +109650,8 @@ https://github.com/helm/helm: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/helm/helm-mapkubeapis: + addition_method: manual ai_summary: A crucial maintenance tool that maps deprecated or removed Kubernetes API versions to supported equivalents in Helm release metadata. This plugin avoids release lockups during major cluster upgrades where APIs are retired. @@ -104363,8 +109682,8 @@ https://github.com/helm/helm-mapkubeapis: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/helmfile/helmfile: + addition_method: manual ai_summary: A critical declarative wrapper that allows operators to deploy multi-chart environments as a unified, version-controlled system. Helmfile handles dependencies, value layering, and state synchronization across multiple environments with ease. @@ -104395,8 +109714,8 @@ https://github.com/helmfile/helmfile: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/helmwave/helmwave: + addition_method: manual ai_summary: Helmwave acts as a docker-compose-like manager for Helm charts. It offers structured multi-chart deployments, parallel releases, and strict dependency trees, representing a strong emerging pattern for platform team orchestration. @@ -104427,8 +109746,8 @@ https://github.com/helmwave/helmwave: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/heptiolabs/ktx: + addition_method: manual content_hash: 37651e8af15fd1eb2a265534fd1973c095520ffcf8675d75b134c1ea27398234 description: '' health_score: 100.0 @@ -104438,8 +109757,8 @@ https://github.com/heptiolabs/ktx: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/hiddeco/cronjobber: + addition_method: manual content_hash: ad9ddb74fccc3bdeb3a14ecafd88b49948f2ba317bde900e87b713ebcb6f8ae7 description: '' gh_license: Apache-2.0 @@ -104458,8 +109777,8 @@ https://github.com/hiddeco/cronjobber: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/hidetatz/kubecolor: + addition_method: manual content_hash: 9e62de16802aa23bb6817c9ab7f56a5b4091ad56abffeffb2584a92f0b237379 description: '' gh_license: MIT @@ -104479,8 +109798,8 @@ https://github.com/hidetatz/kubecolor: - kubernetes-tools.md - kubectl-commands.md year: N/A - addition_method: manual https://github.com/highmobility: + addition_method: manual content_hash: 987f2e0af09507fb9d1fc6a3118c7721b822ce258b8eb0551627bdd1434f42f4 description: '' health_score: 100.0 @@ -104491,8 +109810,8 @@ https://github.com/highmobility: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://github.com/hoanhan101/ultimate-go: + addition_method: manual ai_summary: 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. @@ -104524,8 +109843,8 @@ https://github.com/hoanhan101/ultimate-go: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/hobby-kube/guide: + addition_method: manual content_hash: c96f4a0e9eeac3dee50c99030ff4fed01d17dd466357e44a0e50319ad672d9e6 description: '' gh_license: MIT @@ -104544,8 +109863,8 @@ https://github.com/hobby-kube/guide: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/homeport/havener: + addition_method: manual content_hash: 2916780f4c501cd0f6a2731819f51bab93db4e2e463dda2091a7a55580831638 description: '' gh_license: MIT @@ -104564,8 +109883,8 @@ https://github.com/homeport/havener: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/huazhihao/kubespy: + addition_method: manual content_hash: 18df158e9f636cb8b4222761527aec06f5b82fcb8f021f43f0676a6b8124541c description: '' gh_license: Apache-2.0 @@ -104584,8 +109903,8 @@ https://github.com/huazhihao/kubespy: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/huginn/huginn: + addition_method: manual content_hash: b28d1fe503ecb57bac3513cc8164fd563f03272be53d743427d232366d1a9f5b description: '' gh_license: MIT @@ -104604,8 +109923,46 @@ https://github.com/huginn/huginn: v2_locations: - monitoring.md year: N/A - addition_method: manual +https://github.com/humanlayer/12-factor-agents: + addition_method: automatic + ai_summary: A highly curated architectural manifest detailing twelve software engineering + principles for building deterministic, production-grade LLM applications. The + guide emphasizes robust prompt and context ownership, unified execution state, + and standardizing human-in-the-loop interventions through tool calls. By framing + AI agents as stateless reducers in a state-machine topology, the principles ensure + enterprise reliability, scaling, and reproducible debugging. + category: ai-agents-mcp + complexity: Advanced + content_hash: 1e8b841bcae568d5459087f12f0e2ff29feb0e4a9a3ffe72fbeed654285b07b7 + description: A set of design principles and patterns for building reliable, production-ready, + and scalable LLM applications modeled on Heroku's 12-factor standards. + gh_license: NOASSERTION + gh_pushed: '2025-09-21T14:37:40Z' + gh_stars: 22915 + hierarchy: + - AI + - AI Agents + - Architectural Patterns + - 12-Factor Methodology + is_microservice: false + language: en + last_checked: 1780352849.031641 + reputation_status: Vetted + reputation_summary: Highly celebrated open-source project defining standard engineering + practices to transition AI applications to production reliability. + resource_type: Repository + social_preview_url: https://opengraph.githubassets.com/7b847656617b5f55932e9d0313f55df174264f9c562cd63c53454f3f44c8d4e4/humanlayer/12-factor-agents + source_provenance: X.com (pvergadia) + stars: 4 + status: online + suggested_new_category: agentic-architectures + tags: + - '[DE FACTO STANDARD]' + - '[GUIDE]' + title: '12-Factor Agents: Patterns of reliable LLM applications' + year: '2025' https://github.com/hygieia/Hygieia: + addition_method: manual ai_summary: 'Capital One''s DevOps and security dashboard that provides visual delivery pipeline metrics and vulnerability scanning traces. Note: As per Minimum Viable Quality (MVQ) logic, this project is largely unmaintained and has transitioned @@ -104637,8 +109994,8 @@ https://github.com/hygieia/Hygieia: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/hyscale/hyscale: + addition_method: manual content_hash: be2fdaa23dc7b3827aef6a779b87d16d40fece231f5ff3d1fea85ef47d79322c description: '' gh_license: Apache-2.0 @@ -104657,8 +110014,8 @@ https://github.com/hyscale/hyscale: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/iam-veeramalla/Azure-zero-to-hero: + addition_method: manual content_hash: 0b6ddbc506e144c725b5c49f83eb766b1fcd67cb5b845620c82ea2b0474361f6 description: '' gh_license: MIT @@ -104678,8 +110035,8 @@ https://github.com/iam-veeramalla/Azure-zero-to-hero: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/ianmiell/kubernetes-examples: + addition_method: manual content_hash: 1f069af5964ea8b746e1dc677d7a2340c998f68dc4408925d0666952ebe9607f description: '' health_score: 100.0 @@ -104689,8 +110046,8 @@ https://github.com/ianmiell/kubernetes-examples: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/iann0036/iamlive: + addition_method: manual content_hash: a2cd577522baff1b04d9f209c39dd2f367326b17a343500402292599abcb5f8b description: '' gh_license: MIT @@ -104709,8 +110066,8 @@ https://github.com/iann0036/iamlive: v2_locations: - aws-security.md year: N/A - addition_method: manual https://github.com/iawia002/lux: + addition_method: manual ai_summary: Curator Insight describes Lux (formerly Annie) as a fast, concurrent video downloader written in Go supporting multiple global media platforms. Live Grounding shows its vast popularity due to its high speed, multiple output formats, @@ -104741,23 +110098,23 @@ https://github.com/iawia002/lux: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/ibm-messaging: + addition_method: manual content_hash: 5046e4520c2f93d14b15e1d6653db869fa84bfc7463b9a239b501a1fcf12d372 health_score: 100.0 last_checked: 1779031329.360938 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/ibm-messaging/mq-metric-samples/tree/master/cmd/mq_prometheus: + addition_method: manual content_hash: dff7a064be7e545dc495c3a3b7ce0fc6649c5f5e25429446b4d56369c045cc14 health_score: 100.0 last_checked: 1779033081.786591 v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/ibuildthecloud/wtfk8s: + addition_method: manual content_hash: 31db659805e7322db8a1cfb3945be7d4307faf10bce49386ce9ccad6315b9f02 description: '' gh_license: Apache-2.0 @@ -104776,8 +110133,8 @@ https://github.com/ibuildthecloud/wtfk8s: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/idealista/prometheus_jmx_exporter-role: + addition_method: manual content_hash: baa49e4034fa8b009ddbf0ac970ddc3b619e21916c62cc0715d2d652a0b9df8d description: '' health_score: 100.0 @@ -104788,8 +110145,8 @@ https://github.com/idealista/prometheus_jmx_exporter-role: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/idealista/prometheus_jmx_exporter_role: + addition_method: manual content_hash: 3c7a847a892e1ac414a8ad91bc065e33fbe5baf64476b1a3594b6339373784f2 gh_license: Apache-2.0 gh_pushed: '2023-09-06T09:20:33Z' @@ -104804,8 +110161,8 @@ https://github.com/idealista/prometheus_jmx_exporter_role: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://github.com/idoavrah/terraform-tui: + addition_method: manual content_hash: b2930ecf4a0e159a0bf1f24f36682f1d7975883105b07b522834ffce180a5dfd description: '' gh_license: Apache-2.0 @@ -104824,8 +110181,8 @@ https://github.com/idoavrah/terraform-tui: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/ilkilab/agorakube: + addition_method: manual content_hash: 3337bd0ef7ef90cb41fd2e5e8b84caf57317b8fec5345482396a1150eb7f21d6 description: '' gh_license: Apache-2.0 @@ -104844,8 +110201,8 @@ https://github.com/ilkilab/agorakube: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ilyash/show-struct: + addition_method: manual ai_summary: A unique CLI utility designed to inspect the structural hierarchy of deeply nested JSON and YAML documents. Generates clear, high-level map layouts to help developers quickly understand unfamiliar config data. @@ -104876,8 +110233,8 @@ https://github.com/ilyash/show-struct: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/im2nguyen/rover: + addition_method: manual content_hash: 0d07a311ff3404677392b62cfd683da5706abfa235dd7a8d5434f501a370780d description: '' gh_license: MIT @@ -104896,8 +110253,8 @@ https://github.com/im2nguyen/rover: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/imperialwicket/spinnaker-demo: + addition_method: manual content_hash: aefbeb2edc82e7a439bb904707ecccda4c120048ef77de6962a4dea3e87ede02 description: '' health_score: 100.0 @@ -104913,8 +110270,8 @@ https://github.com/imperialwicket/spinnaker-demo: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/imthenachoman/How-To-Secure-A-Linux-Server: + addition_method: manual ai_summary: An exhaustive, highly popular guide for securing production Linux environments. Covers SSH hardening, firewalls, user permission boundaries, 2FA, kernel optimization, audit logs, and automated vulnerability scanning. @@ -104948,8 +110305,8 @@ https://github.com/imthenachoman/How-To-Secure-A-Linux-Server: - aws-security.md - devops.md year: N/A - addition_method: manual https://github.com/inancgumus/learngo: + addition_method: manual ai_summary: Curator Insight lists LearnGo as a massive collection of interactive tutorials, quizzes, and micro-projects to master Go. Live Grounding verifies its stellar reputation as one of the most visual and thorough education resources @@ -104980,8 +110337,46 @@ https://github.com/inancgumus/learngo: v2_locations: - golang.md year: N/A - addition_method: manual +https://github.com/infiniumtek/terraform-review-agent: + addition_method: automatic + ai_summary: 'Curator Insight: This project demonstrates the state of the art in + agentic DevOps, moving beyond rigid static analysis to cognitive IaC review. Live + Grounding verifies that the repository leverages a LangGraph-driven multi-agent + system to evaluate Terraform pull requests across security, cost (via Infracost), + and styling dimensions. It aggregates multi-source linting alerts into a singular, + prioritized GitHub PR comment with estimated blast-radius analysis to reduce developer + decision fatigue.' + category: terraform + complexity: Intermediate + content_hash: 4e8a77262c7f90e8f8b65dd1c35bafa866870581147b8987fe71adc71a59204e + description: Reusable GitHub Action that reviews Terraform PRs for security, cost, + and style using a LangGraph multi-agent system. + gh_license: MIT + gh_pushed: '2026-05-21T05:25:52Z' + gh_stars: 79 + hierarchy: + - DevOps + - Infrastructure as Code + - AI Code Review + is_microservice: false + language: en + last_checked: 1780352424.113345 + reputation_status: Vetted + reputation_summary: Vetted and highly rated emerging community tool for agentic + DevOps workflows. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/3f804f2152a78cd9240a02c30b704fe0884a2141392ac8bd4349e3eb309a8d45/infiniumtek/terraform-review-agent + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - COMMUNITY-TOOL + title: terraform-review-agent + year: '2026' https://github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq: + addition_method: manual content_hash: a3851fb7f71b045ed86b8dc86f54302755461b6bf1b3b2bfffc21671a49b1d79 description: '' gh_license: MIT @@ -104994,8 +110389,8 @@ https://github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq: - docs/grafana.md - docs/prometheus.md year: N/A - addition_method: manual https://github.com/influxdata/telegraf/tree/master/plugins/outputs/prometheus_client: + addition_method: manual content_hash: 8320accfa48b8db4bc37b92ba9672a6cbef304b53234d4a813cdd6d846e8c652 description: '' gh_license: MIT @@ -105014,8 +110409,8 @@ https://github.com/influxdata/telegraf/tree/master/plugins/outputs/prometheus_cl v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/infracost/infracost: + addition_method: manual content_hash: 1c7e3e51dfc46bc4b99cb49bfcd37be3f83761a36aff36eeee561215d2962d6f description: '' gh_license: Apache-2.0 @@ -105034,8 +110429,8 @@ https://github.com/infracost/infracost: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/infrahouse/infrahouse-toolkit: + addition_method: manual content_hash: 9c15f86bdb31f9f268ea337677d923e0c0a7f48a31c5985b7f890c79d8eb8147 description: '' gh_license: NOASSERTION @@ -105055,8 +110450,8 @@ https://github.com/infrahouse/infrahouse-toolkit: - aws-tools-scripts.md - index.md year: N/A - addition_method: manual https://github.com/infrahouse/terraform-aws-ecs: + addition_method: manual content_hash: 20d9efe3504978de432d24d6bebb9d3dda9ee5d9e08e548e50622b2b2679e488 description: '' gh_license: Apache-2.0 @@ -105075,8 +110470,8 @@ https://github.com/infrahouse/terraform-aws-ecs: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/infrahouse/terraform-aws-openvpn: + addition_method: manual content_hash: 1d66d9a63ba22cb3f82bc77c55f8a13fc50d4d3f5eeef87fb248c8f7cd154023 description: '' gh_license: Apache-2.0 @@ -105095,8 +110490,8 @@ https://github.com/infrahouse/terraform-aws-openvpn: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/infrahq/infra: + addition_method: manual content_hash: 410931b597d37bc915834cd79f9695bd30a991223bd4fd70145fe1a067f8b859 description: '' gh_license: NOASSERTION @@ -105115,8 +110510,8 @@ https://github.com/infrahq/infra: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/inguardians/peirates: + addition_method: manual content_hash: 0d5825f04e02d91244d93abba956de34078d1d81d78c4c514ec04df876d18757 description: '' gh_license: GPL-2.0 @@ -105135,8 +110530,8 @@ https://github.com/inguardians/peirates: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/inkdrop-org/inkdrop-visualizer: + addition_method: manual content_hash: 9d04fa03d658315a02e5c41792844a60d9f1a64640f0d7675a7c97a51f79d2c3 description: '' gh_license: MPL-2.0 @@ -105155,8 +110550,8 @@ https://github.com/inkdrop-org/inkdrop-visualizer: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/inputsh/awesome-linux: + addition_method: manual content_hash: 7ef646b22b52bdd01dda347947ad97484ad3ee5e8f475c0b9a136dd4d26bf879 description: '' gh_license: WTFPL @@ -105176,8 +110571,8 @@ https://github.com/inputsh/awesome-linux: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/inscapist/terraform-k3s-private-cloud: + addition_method: manual content_hash: 1ea33f40f5832c7b2af308928e0964c543a3f2e53e7dba8b4127d86be7d8f806 gh_license: MIT gh_pushed: '2022-05-10T08:38:01Z' @@ -105192,8 +110587,8 @@ https://github.com/inscapist/terraform-k3s-private-cloud: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://github.com/inspektor-gadget/inspektor-gadget: + addition_method: manual content_hash: f2b33444b25b2d021b45dfefe08c669eb5633f7ac86803ee810e3eec7301d02a description: '' gh_license: Apache-2.0 @@ -105212,8 +110607,8 @@ https://github.com/inspektor-gadget/inspektor-gadget: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/instrumenta/kubernetes-json-schema: + addition_method: manual ai_summary: An automated repository of JSON Schemas extracted from official Kubernetes API definitions. While currently superseded by native validation tools, it remains an essential reference for editor integrations. @@ -105246,8 +110641,8 @@ https://github.com/instrumenta/kubernetes-json-schema: - yaml.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/instrumenta/kubeval: + addition_method: manual ai_summary: A widely historical command-line validation parser that matches local Kubernetes YAML configurations against schemas. While archived and succeeded by tools like Kubeconform, it remains a pioneering reference in cloud-native linting @@ -105280,8 +110675,8 @@ https://github.com/instrumenta/kubeval: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/instrumenta/policies: + addition_method: manual content_hash: 8da18f0ceeb9bd2409fdeb5ea85df3d2a4d0b85a9588c271707c5eff4e2c2965 description: '' gh_license: NOASSERTION @@ -105301,8 +110696,8 @@ https://github.com/instrumenta/policies: v2_locations: - securityascode.md year: N/A - addition_method: manual https://github.com/int128/kubelogin: + addition_method: manual content_hash: 8919345485cdb0f70c85289e7ad34e22ea32d8cb5a4b9b5dac0465cfd8c5f8fc description: '' gh_license: Apache-2.0 @@ -105321,8 +110716,8 @@ https://github.com/int128/kubelogin: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/iovisor/bpftrace: + addition_method: manual content_hash: 7c9e0a0f2e6f8113957d1d157db717e22db217a91e4b0ff70eeb499b70fc88e3 description: '' health_score: 100.0 @@ -105332,8 +110727,8 @@ https://github.com/iovisor/bpftrace: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://github.com/iovisor/kubectl-trace: + addition_method: manual content_hash: 1b54b9da81faaf2c99d08e23b955c538efee39c5ffcd84b6cc377bb2eb6ea2b2 description: '' gh_license: MIT @@ -105352,15 +110747,15 @@ https://github.com/iovisor/kubectl-trace: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/irockel/tda: + addition_method: manual content_hash: e8d955ba76f22cc02d1169694148ecf98bef7c0c2070a5b9f28039d5f553451f health_score: 100.0 last_checked: 1779029573.553547 v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/isaaguilar/terraform-operator: + addition_method: manual content_hash: 23a0d98556ee64532044e3060d4a96496677b0af859a763ccd3b489256113508 description: '' health_score: 100.0 @@ -105370,8 +110765,8 @@ https://github.com/isaaguilar/terraform-operator: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/ishantanu/awesome-kubectl-plugins: + addition_method: manual content_hash: 3c103efb241bf9941e2263f47e005ee581404865a5259424e4aefd29ce1bc720 description: '' gh_license: CC0-1.0 @@ -105392,8 +110787,8 @@ https://github.com/ishantanu/awesome-kubectl-plugins: - kubernetes.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/istio-ecosystem/admiral: + addition_method: manual ai_summary: An active Istio-ecosystem tool that automates multi-cluster configuration management. Eliminates the need to manually configure ServiceEntries and DNS across clusters, programmatically stitching distinct meshes together for transparent @@ -105425,8 +110820,8 @@ https://github.com/istio-ecosystem/admiral: v2_locations: - istio.md year: N/A - addition_method: manual https://github.com/istio/istio: + addition_method: manual ai_summary: The primary codebase for Istio. Houses the high-performance control plane, Envoy configuration logic, security controls, and networking APIs needed for enterprise service mesh setups. @@ -105456,8 +110851,8 @@ https://github.com/istio/istio: v2_locations: - istio.md year: N/A - addition_method: manual https://github.com/istio/tools/blob/master/perf/README.md: + addition_method: manual ai_summary: The official benchmarking and performance analysis framework from the Istio project. 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Helps safely populate configurations and templates with secrets right before sending configurations to the Kubernetes API server. @@ -105888,8 +111283,8 @@ https://github.com/jenkins-x-plugins/jx-secret-postrenderer: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/jenkins-x/gsm-controller: + addition_method: manual ai_summary: The Google Secret Manager (GSM) controller for Jenkins X automates sync operations from Google Cloud secret stores down to Kubernetes native Secrets. 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addition_method: manual https://github.com/jenkinsci/docker/blob/master/install-plugins.sh: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033079.992177 v1_locations: - docs/jenkins.md - addition_method: manual https://github.com/jenkinsci/ghprb-plugin: + addition_method: manual content_hash: df4c61323017b7230dca22772662433e2f74e328474a1fe8b53530ef839d489e health_score: 100.0 last_checked: 1779033615.379847 v1_locations: - docs/git.md - addition_method: manual https://github.com/jenkinsci/git-plugin: + addition_method: manual content_hash: 5fc329538336e87f60afb19878c7abba8ed1534407adf06c79778137cad6b565 description: '' gh_license: MIT @@ -106079,8 +111474,8 @@ https://github.com/jenkinsci/git-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/git-plugin/releases/tag/git-4.8.0: + addition_method: manual content_hash: cf23d65754fff94ec61ff78905abcc1a353a278d631580f9ce47e531ff3f0b02 description: '' gh_license: MIT @@ -106093,8 +111488,8 @@ https://github.com/jenkinsci/git-plugin/releases/tag/git-4.8.0: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/github-autostatus-plugin: + addition_method: manual content_hash: 4d42500ea88b4030481bdb5696e468ad9895117c488a7ab62b643ab13edd6850 description: '' gh_license: MIT @@ -106106,8 +111501,8 @@ https://github.com/jenkinsci/github-autostatus-plugin: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/helm-charts: + addition_method: manual content_hash: 8bff244b58cc991d989211789ba8246c0ff197975c5165664f7caca30d54c28a description: '' gh_license: Apache-2.0 @@ -106126,8 +111521,8 @@ https://github.com/jenkinsci/helm-charts: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/influxdb-plugin: + addition_method: manual content_hash: 8c7ba0b00fa6f02f6516cde2edf21206b9191f250debb97312e291bec61eba59 description: '' gh_license: MIT @@ -106146,8 +111541,8 @@ https://github.com/jenkinsci/influxdb-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/jenkins-scripts: + addition_method: manual content_hash: 7c4ad1eb2c91f67613142fbfb763d36ec3d99ba0cdf49805036aee71f46470e5 description: '' health_score: 100.0 @@ -106163,8 +111558,8 @@ https://github.com/jenkinsci/jenkins-scripts: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/jenkinsfile-runner: + addition_method: manual content_hash: 133f22d00b70cbc7b1e5cfd7581cf49b23e8ba4ab8a836c871f40e3ae016f6e2 description: '' gh_license: MIT @@ -106183,8 +111578,8 @@ https://github.com/jenkinsci/jenkinsfile-runner: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/jenkinsfile-runner-test-framework: + addition_method: manual content_hash: 1d412cf176c59a0e26db49060387b88ff40272b9a28471e6eb92e973ee7e1c76 description: '' health_score: 100.0 @@ -106202,15 +111597,15 @@ https://github.com/jenkinsci/jenkinsfile-runner-test-framework: - jenkins.md - demos.md year: N/A - 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jenkins.md - demos.md year: N/A - addition_method: manual https://github.com/jenkinsci/plugin-installation-manager-tool/releases/tag/plugin-management-parent-pom-1.1.0: + addition_method: manual content_hash: c603d0ce63b1778b203690fef7cfbf3977cdb7abece5b55ad83b9cbf8aeaf26c description: '' gh_license: MIT @@ -106398,8 +111793,8 @@ https://github.com/jenkinsci/plugin-installation-manager-tool/releases/tag/plugi v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/plugin-pom: + addition_method: manual content_hash: 773e935ca21ab90c922018742b2d031ed01432ebbdf5b7552aa2ec046b537cd2 description: '' gh_license: MIT @@ -106418,8 +111813,8 @@ https://github.com/jenkinsci/plugin-pom: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/plugin-pom/releases/tag/plugin-4.0: + addition_method: manual content_hash: 69cf1ebae93b526fa15ced159f2f29e65183746595d16b6bdf0b1a50df847f5c description: '' gh_license: MIT @@ -106438,8 +111833,8 @@ https://github.com/jenkinsci/plugin-pom/releases/tag/plugin-4.0: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/prometheus-plugin: + addition_method: manual content_hash: 2cf76767144d78ee4c62433a58ae6052a1b901e39aa4b05b36f9668e9fa6f055 description: '' gh_license: Apache-2.0 @@ -106458,8 +111853,8 @@ https://github.com/jenkinsci/prometheus-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/pull-request-monitoring-plugin: + addition_method: manual content_hash: 489ae91221a14bd7cdd4456faf5184688c49e272563d553ed46348c6681518ac description: '' gh_license: MIT @@ -106478,8 +111873,8 @@ https://github.com/jenkinsci/pull-request-monitoring-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/redis-fingerprint-storage-plugin: + addition_method: manual content_hash: 57dd7330ac1a7413119727e01ba8a74fbf77e18d53bf3d6a9ad73619b1560890 description: '' gh_license: MIT @@ -106498,8 +111893,8 @@ https://github.com/jenkinsci/redis-fingerprint-storage-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/remoting-opentelemetry-plugin: + addition_method: manual content_hash: 147297dc6f58eae56e949b970cdbe3b8130fe88a2b44563360a948c818a14549 description: '' gh_license: MIT @@ -106518,8 +111913,8 @@ https://github.com/jenkinsci/remoting-opentelemetry-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/remoting-opentelemetry-plugin/pull/40: + addition_method: manual content_hash: bb7e724b44ba704464d77d6afbc21486b54caba2463aad97ceea87f760cbee35 description: '' gh_license: MIT @@ -106531,8 +111926,8 @@ https://github.com/jenkinsci/remoting-opentelemetry-plugin/pull/40: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/robot-plugin: + addition_method: manual content_hash: f8fbf5dcf006c51f1a7e4ffa5e9eb324d2346cf8bc65b9553f8ef67bdbb6429c description: '' gh_license: Apache-2.0 @@ -106551,15 +111946,15 @@ https://github.com/jenkinsci/robot-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jenkinsci/tekton-client-plugin: + addition_method: manual content_hash: 9e648667423e3b975d97b0fc616bfe80f5884d78ecc05e5e6d58a9a70d81a898 health_score: 100.0 last_checked: 1779033072.316253 v1_locations: - docs/jenkins.md - addition_method: manual https://github.com/jenkinsci/url-filter-plugin: + addition_method: manual content_hash: 8bfe858512ea248978a907d024e48a79cda09f51333969b91a115da5f200d245 description: '' gh_license: MIT @@ -106578,8 +111973,8 @@ https://github.com/jenkinsci/url-filter-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/jertel/elastalert2: + addition_method: manual content_hash: 0cf00148059d554ab4264ef75ed30d0cf625557f9d76c733b8357c4bd857e154 description: '' gh_license: Apache-2.0 @@ -106598,8 +111993,8 @@ https://github.com/jertel/elastalert2: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/jesseduffield/lazydocker: + addition_method: manual content_hash: d2e62921893bc218f51edac17f9f93c83f606e44a7cfb394ef48b0030300d52a description: '' gh_license: MIT @@ -106618,8 +112013,8 @@ https://github.com/jesseduffield/lazydocker: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/jessfraz/branch-cleanup-action: + addition_method: manual ai_summary: An automated GitHub Action for cleaning up stale merged branches. Under Minimum Viable Quality (MVQ) guidelines, this repository is classified as legacy due to lack of commits for over four years. @@ -106649,8 +112044,8 @@ https://github.com/jessfraz/branch-cleanup-action: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/jetify-com/launchpad: + addition_method: manual content_hash: 5339aade1067a111b2fab48670e23c8d3c8278f905df0849b402b87133cd00bf gh_license: Apache-2.0 gh_pushed: '2025-06-12T18:38:42Z' @@ -106665,8 +112060,8 @@ https://github.com/jetify-com/launchpad: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/jetpack-io/launchpad: + addition_method: manual content_hash: fb544dafd013392994d721cbd842e0e04d97d876292c2b1a3cd63cbc76dcb44f description: '' health_score: 100.0 @@ -106676,8 +112071,8 @@ https://github.com/jetpack-io/launchpad: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/jetstack/cert-manager: + addition_method: manual content_hash: d2ec3a0583b0d999c41e17df6d4ddf7762a9bc25a361a2a78db3913473d65e6f description: '' health_score: 100.0 @@ -106688,8 +112083,8 @@ https://github.com/jetstack/cert-manager: - docs/kubernetes-security.md - docs/registries.md year: N/A - addition_method: manual https://github.com/jetstack/jetstack-secure: + addition_method: manual content_hash: 224b191f0512769b4fa70afeb7491e9fe1ea31f9223e48acd33d2faa294b4bd4 gh_license: Apache-2.0 gh_pushed: '2026-05-18T12:21:44Z' @@ -106704,8 +112099,8 @@ https://github.com/jetstack/jetstack-secure: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/jetstack/kube-oidc-proxy: + addition_method: manual content_hash: 9d0e057ff29b11783d14b50b4daf19a8d120b7d338dca7f245dbdaf4ec01a81d description: '' gh_license: Apache-2.0 @@ -106724,8 +112119,8 @@ https://github.com/jetstack/kube-oidc-proxy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/jetstack/preflight: + addition_method: manual content_hash: 585b79d16de68d144caafd446fe05aaf3dc652819129f7f06741494c70df6257 description: '' health_score: 100.0 @@ -106735,8 +112130,8 @@ https://github.com/jetstack/preflight: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/jetstack/version-checker: + addition_method: manual content_hash: 39e6b5baea339da5732067c1fce5e0c9c406aa0c0da4b0687196803a7a1ee933 description: '' gh_license: Apache-2.0 @@ -106755,16 +112150,16 @@ https://github.com/jetstack/version-checker: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/jglick/jk--: + addition_method: manual content_hash: c7160ad04869ae1374ec7283be669a69f496abebfb773a0577aac0e737876e5b health_score: 100.0 last_checked: 1779032556.755653 needs_ai_refresh: true v1_locations: - docs/jenkins.md - addition_method: manual https://github.com/jimmyraywv/awesome-eks: + addition_method: manual content_hash: 64b104d493f66e726ac829ec6abbf5b96545c81b5acfd9e4423fb70b0967a5e7 health_score: 100.0 last_checked: 1779130494.956413 @@ -106777,8 +112172,8 @@ https://github.com/jimmyraywv/awesome-eks: v2_locations: - architectural-foundations.md - other-awesome-lists.md - addition_method: manual https://github.com/jk8s/awesome-kubernetes: + addition_method: manual content_hash: 41f1f046177736215a5586541eb9390642de27f128fa6b7fd0f92410cbda1343 description: '' health_score: 100.0 @@ -106795,8 +112190,8 @@ https://github.com/jk8s/awesome-kubernetes: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/jkcfg/jk: + addition_method: manual content_hash: 7594bbb147e41312d63dd46e919e7e043e8f2d7000538d4f9fa43fc06535ef48 description: '' gh_license: Apache-2.0 @@ -106808,8 +112203,8 @@ https://github.com/jkcfg/jk: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/jkosik/helm-decomposer: + addition_method: manual ai_summary: An early utility designed to deconstruct static Kubernetes manifests into modular Helm templates. The project has had no active maintenance for years, serving purely as a conceptual legacy archive. @@ -106836,8 +112231,8 @@ https://github.com/jkosik/helm-decomposer: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/jlevy/the-art-of-command-line: + addition_method: manual ai_summary: The premium, single-page reference for command-line mastery. Highly dense and comprehensive, it targets engineers seeking to elevate their terminal habits, performance tracing, and file management efficiency. @@ -106865,15 +112260,49 @@ https://github.com/jlevy/the-art-of-command-line: v2_locations: - linux.md year: N/A - addition_method: manual +https://github.com/jmfloreszazo/ghapp_demo/blob/main/README.es.md: + addition_method: automatic + ai_summary: A comprehensive guide and demonstration repository for building a custom + GitHub App and GitHub Copilot Extension. Using Node.js and Express.js, it walks + developers through OAuth configuration, permissions mapping (e.g., Copilot Chat + read-only), webhook handling, and local development testing via secure tunneling. + [SPANISH CONTENT] + category: digital-money + complexity: Intermediate + content_hash: 12f20c60f6cf9d70ba39524ec8b909d65d5a58cbea1a4944da24188003d08a97 + description: Repositorio práctico con una guía paso a paso para la creación de aplicaciones + y extensiones personalizadas para GitHub Copilot usando Node.js. + hierarchy: + - Software Engineering + - GitHub Platform + - GitHub Apps + - Copilot Extensions + is_microservice: false + language: Spanish + last_checked: 1780352302.456788 + reputation_status: Vetted + reputation_summary: Highly practical community-led educational resource demonstrating + clean implementation steps for Copilot extensions. + resource_type: project + social_preview_url: https://opengraph.githubassets.com/cf23bbe309e7d29a097228a0ed300ef9199dedfd7a42108030dc2afd1f757840/jmfloreszazo/ghapp_demo + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - COMMUNITY-TOOL + - GUIDE + title: ghapp_demo + year: '2024' https://github.com/jmxtrans/jmxtrans: + addition_method: manual content_hash: 31ea23af4fafce7f36bb22337ad9be884c68f828bbd79d976c39768f37bbb6df health_score: 100.0 last_checked: 1779034582.288331 v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/johanhaleby/kubetail: + addition_method: manual content_hash: 90750e942d6e0bac1925020ce4f169ac608a7e4660f4d40ee4dbf0ddea544519 description: '' gh_license: Apache-2.0 @@ -106892,8 +112321,8 @@ https://github.com/johanhaleby/kubetail: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/johnkerl/miller: + addition_method: manual content_hash: 1eae772b9062fb8a16ffe49b1b55ad63751b9f8ce3bb0f748569fa2adee6ea6c description: '' gh_license: NOASSERTION @@ -106905,8 +112334,8 @@ https://github.com/johnkerl/miller: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/johnlokerse/azure-bicep-cheat-sheet: + addition_method: manual content_hash: bd486e108df6beba43f23979e82044628891e60468a614a45d2485dc4b459c59 description: '' health_score: 100.0 @@ -106922,8 +112351,8 @@ https://github.com/johnlokerse/azure-bicep-cheat-sheet: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/johnthebrit/CertificationMaterials: + addition_method: manual content_hash: 09bb625b37602482987f2971b39e90271284b5eafc66d99fc2e7f610450adaa3 description: '' health_score: 100.0 @@ -106939,8 +112368,8 @@ https://github.com/johnthebrit/CertificationMaterials: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/joke2k/faker: + addition_method: manual content_hash: 0ffa717f79e7b343e9512786e11d799e499dcc54c46dc937e86c8f4a49f310fb description: '' gh_license: MIT @@ -106959,8 +112388,8 @@ https://github.com/joke2k/faker: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/jonleibowitz/awesome-digitalocean: + addition_method: manual content_hash: 85a1711897cd053b29c5c7b9aff67b36a435a3b6273aeb2a9dd988dd7bf8f4ef description: '' gh_license: CC0-1.0 @@ -106980,8 +112409,8 @@ https://github.com/jonleibowitz/awesome-digitalocean: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/jonmosco/kube-ps1: + addition_method: manual content_hash: 1d2e602fe30e2ba27c0a8bd9d04ae80ea4eaf35b6e2b94a67ba5758a336e49fb description: '' gh_license: Apache-2.0 @@ -107000,8 +112429,8 @@ https://github.com/jonmosco/kube-ps1: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/jonrau1/ElectricEye/blob/master/README.md: + addition_method: manual content_hash: 24b68c80b70022b001b1bf864a22adc4e707459e4baabb630128f2333238998b description: '' gh_license: Apache-2.0 @@ -107020,8 +112449,8 @@ https://github.com/jonrau1/ElectricEye/blob/master/README.md: v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://github.com/jordanwilson230/kubectl-plugins/tree/krew: + addition_method: manual content_hash: c3ecf0c518984ee24df41f03a941450e42bcdc4e0b11d3eccbf9c6548650e3b7 description: '' gh_license: Apache-2.0 @@ -107040,8 +112469,8 @@ https://github.com/jordanwilson230/kubectl-plugins/tree/krew: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/jose-r-lopez/SSI_Infraestructure_Automation_Materials: + addition_method: manual content_hash: f661a7a09421a613c439decbea31bb9766de4645c00b6db050e689619294df65 gh_license: GPL-3.0 gh_pushed: '2022-08-22T19:38:44Z' @@ -107056,8 +112485,8 @@ https://github.com/jose-r-lopez/SSI_Infraestructure_Automation_Materials: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://github.com/jose-r-lopez/SSI_Materials: + addition_method: manual content_hash: 02dc341426843d53442e249db967495b816bfdce9092ec740ba46e6044ddca1a description: '' health_score: 100.0 @@ -107067,8 +112496,8 @@ https://github.com/jose-r-lopez/SSI_Materials: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/joseadanof/awesome-cloudnative-trainings: + addition_method: manual content_hash: 43482b8fbeb83fedaba53002241970156bdd74bb8d09d0ed5085e5bd9c3638cc description: '' health_score: 100.0 @@ -107085,8 +112514,8 @@ https://github.com/joseadanof/awesome-cloudnative-trainings: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/joshnh/Git-Commands/blob/master/README.md: + addition_method: manual content_hash: ebbdc82ff621d6dab4e789c3c2f71ee42752ae2f1e313503e8dd5255fdd7849b description: '' health_score: 100.0 @@ -107102,8 +112531,8 @@ https://github.com/joshnh/Git-Commands/blob/master/README.md: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/joyrex2001/kubedock: + addition_method: manual content_hash: 73dff733e98eb9e8166b466a9e524a82d64d2f70fab0db83faeb850bab273c1e description: '' gh_license: MIT @@ -107122,8 +112551,8 @@ https://github.com/joyrex2001/kubedock: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/joyrex2001/tekline: + addition_method: manual content_hash: b6e9e6ea94c570f6d48c05e7f14cc446ca5715eb9a44ad3d8f5fe5136e93fab5 description: '' gh_license: Apache-2.0 @@ -107144,8 +112573,8 @@ https://github.com/joyrex2001/tekline: - kubernetes-tools.md - tekton.md year: N/A - addition_method: manual https://github.com/jpmens/jo: + addition_method: manual content_hash: dee4c91a5c55774aa9d9ec32d87eb466a871652963c99f0e0938c9295f3243d4 description: '' gh_license: NOASSERTION @@ -107157,8 +112586,8 @@ https://github.com/jpmens/jo: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/jrockway/ekglue: + addition_method: manual content_hash: 54fe470cc623b606b8f1ebd83c0047a6dc3da4d6dc199babd4793096a8ad037b description: '' gh_license: Apache-2.0 @@ -107179,8 +112608,8 @@ https://github.com/jrockway/ekglue: - kubernetes-tools.md - servicemesh.md year: N/A - addition_method: manual https://github.com/jrussellfreelance/powershell-scripts: + addition_method: manual content_hash: 191a302967e231aae5e9d53c2ab5825eed1f662f6fecaa86349d5a7522a3c3fa description: '' health_score: 100.0 @@ -107196,8 +112625,8 @@ https://github.com/jrussellfreelance/powershell-scripts: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/jsmartin/ansible-tower-packer: + addition_method: manual content_hash: c51588af72d49606c12aa79ff032a408419d9edd52edb370b3f376aaedfa7bf2 description: '' health_score: 100.0 @@ -107213,8 +112642,8 @@ https://github.com/jsmartin/ansible-tower-packer: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/jthomperoo/custom-pod-autoscaler: + addition_method: manual content_hash: 5480e692830783b4a07c56607e3abca3b59127b98a87206f0d1ca0c7db9f8b5b description: '' gh_license: Apache-2.0 @@ -107233,8 +112662,8 @@ https://github.com/jthomperoo/custom-pod-autoscaler: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/jthomperoo/k8shorizmetrics: + addition_method: manual content_hash: d4d5389ba2be0f5df0557918dc193efcf7e975eec25b4ca3b74ef36ccfa4ad9b description: '' gh_license: Apache-2.0 @@ -107253,8 +112682,8 @@ https://github.com/jthomperoo/k8shorizmetrics: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/jthomperoo/predictive-horizontal-pod-autoscaler: + addition_method: manual content_hash: cd56db88db4edc2ba63d9f62e028fb21194a439036492a7df99d062f011180bc description: '' gh_license: Apache-2.0 @@ -107275,15 +112704,15 @@ https://github.com/jthomperoo/predictive-horizontal-pod-autoscaler: - kubernetes-tools.md - kubernetes-autoscaling.md year: N/A - addition_method: manual https://github.com/junegunn/fzf: + addition_method: manual content_hash: a41ea0b2976348002cb35649217393601369c8271ea567d0c65f02530a89b494 health_score: 100.0 last_checked: 1779030564.129796 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://github.com/jupyterlab/jupyter-ai: + addition_method: manual ai_summary: An official JupyterLab extension integrating generative AI directly into interactive notebooks. It supports conversational coding, code generation, and error explanation across multiple model providers. Live grounding validates @@ -107314,8 +112743,8 @@ https://github.com/jupyterlab/jupyter-ai: v2_locations: - ai.md year: N/A - addition_method: manual https://github.com/jwcesign/kubespider: + addition_method: manual content_hash: c01bd5f292cf9c606802836fafef759dcc7826bb431e0c5bc3122a4959de81dd description: '' health_score: 100.0 @@ -107331,8 +112760,8 @@ https://github.com/jwcesign/kubespider: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/jyguyomarch/awesome-productivity: + addition_method: manual content_hash: 9238763183600583444bc0f192be795dd46f7dafca3fddd1549c2ab4be2751ba description: '' gh_license: CC0-1.0 @@ -107352,8 +112781,8 @@ https://github.com/jyguyomarch/awesome-productivity: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/k0sproject/k0s: + addition_method: manual ai_summary: The main GitHub repository for k0s, the lightweight zero-overhead Kubernetes distribution. It includes active developer paths, and provides built-in components like Calico CNI, Kube-router, and support for running multiple control planes. @@ -107384,8 +112813,8 @@ https://github.com/k0sproject/k0s: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/k3d-io/k3d: + addition_method: manual content_hash: 1e0f444aea26eb430e2d4b07f4c8698449281ee28c0762368b55d0e00ed6f8fb gh_license: MIT gh_pushed: '2026-05-21T00:22:32Z' @@ -107402,8 +112831,8 @@ https://github.com/k3d-io/k3d: v2_locations: - rancher.md - matrix-table.md - addition_method: manual https://github.com/k3s-io/k3s-ansible: + addition_method: manual content_hash: bc9baa2b6f31866a899f49c3819a111990dcd28bc892b6fe3464f4d752901bc8 description: '' gh_license: Apache-2.0 @@ -107422,8 +112851,8 @@ https://github.com/k3s-io/k3s-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/k8gb-io/k8gb: + addition_method: manual content_hash: f00c6a779ebaa2c156c2e822c1c809b3d28e45b8ddedd7f505dc7fc42ec425d9 description: '' gh_license: Apache-2.0 @@ -107442,8 +112871,8 @@ https://github.com/k8gb-io/k8gb: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/k8s-ruby/k8s-ruby: + addition_method: manual content_hash: 97fb9ab542f1c54b1309f699e6433993f6bf2504fddd9401d4bfce9be93854c0 description: '' gh_license: Apache-2.0 @@ -107462,8 +112891,8 @@ https://github.com/k8s-ruby/k8s-ruby: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://github.com/k8snetworkplumbingwg/multus-cni: + addition_method: manual content_hash: d92f8ee99e39644a7d84ec9acbe3fdd53f0406aefc9e71b50cf1beb8c1f27297 description: '' gh_license: Apache-2.0 @@ -107482,8 +112911,8 @@ https://github.com/k8snetworkplumbingwg/multus-cni: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/k8spacket/k8spacket: + addition_method: manual content_hash: 003de0d61b362f760e7006be4c38f3b2ed7b99b4349977e09fd071c7140ee6ff description: '' gh_license: Apache-2.0 @@ -107502,8 +112931,8 @@ https://github.com/k8spacket/k8spacket: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/k8spatterns/examples: + addition_method: manual content_hash: f87e3ea5190419cd586e80ac9c52fb077c096de91a8bc0e379d90136f7750057 description: '' gh_license: NOASSERTION @@ -107522,8 +112951,8 @@ https://github.com/k8spatterns/examples: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/k8spin/k8spin-operator: + addition_method: manual content_hash: f4b1ddc6ea7a2d8eabc6c739bf2d12fcd192196a500e4e61e0b7d932e01854f0 description: '' gh_license: GPL-3.0 @@ -107542,15 +112971,15 @@ https://github.com/k8spin/k8spin-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/k8spin/k8spin-operator/projects/1: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031497.962672 v1_locations: - docs/kubernetes-operators-controllers.md - addition_method: manual https://github.com/k8tz/k8tz: + addition_method: manual content_hash: a64f987f4dedbaa17530da19806794fc566d687ca0e528505685cdb59500e3e6 description: '' gh_license: Apache-2.0 @@ -107569,15 +112998,15 @@ https://github.com/k8tz/k8tz: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/k8zdev/k8z: + addition_method: manual content_hash: 06d16609a3b8391678fc8b1ca65ba2ed7836c15c8a05d08229383793abe67ea1 health_score: 100.0 last_checked: 1779032157.690827 v1_locations: - docs/kubernetes-based-devel.md - addition_method: manual https://github.com/kabisa/k8s-workshop-in-a-box: + addition_method: manual content_hash: 6dda7bfd518f753f1d5e4f2ccf57f4a1d3b30b35e0432095136a5106df283f28 description: '' health_score: 100.0 @@ -107588,8 +113017,8 @@ https://github.com/kabisa/k8s-workshop-in-a-box: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/kadalu/kadalu: + addition_method: manual content_hash: 969e8e892e60028fbae8a8a8fa5682d0a7f4a47e4acef21ac9a6aa354f8e0ef9 description: '' gh_license: NOASSERTION @@ -107610,8 +113039,8 @@ https://github.com/kadalu/kadalu: - kubernetes-tools.md - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/kahun/awesome-sysadmin: + addition_method: manual content_hash: 594c9d69863a2c5a63ba36f38119ddae68a8631f14f063c1d682ac6c69caccef description: '' gh_license: NOASSERTION @@ -107631,8 +113060,8 @@ https://github.com/kahun/awesome-sysadmin: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/kairos-io/kairos: + addition_method: manual content_hash: 83500ef3c1bda65b42ac3667f5f5d971e25176644287ca7fb7708c423a3f1aa7 description: '' gh_license: Apache-2.0 @@ -107652,8 +113081,8 @@ https://github.com/kairos-io/kairos: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/kakao/ipvs-node-controller: + addition_method: manual content_hash: 82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb description: '' health_score: 100.0 @@ -107663,8 +113092,8 @@ https://github.com/kakao/ipvs-node-controller: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kakao/network-node-manager: + addition_method: manual content_hash: 82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb description: '' gh_license: Apache-2.0 @@ -107684,8 +113113,8 @@ https://github.com/kakao/network-node-manager: - kubernetes-tools.md - kubernetes-networking.md year: N/A - addition_method: manual https://github.com/kapicorp/tesoro: + addition_method: manual content_hash: 3e89efe9ad2dd94d5dc8e64eae88eaecf8ad64c88129fd5f828fbb42bc98f197 description: '' gh_license: Apache-2.0 @@ -107704,8 +113133,8 @@ https://github.com/kapicorp/tesoro: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/karampok/dnsconfig-injector: + addition_method: manual content_hash: bcba8d6046cf71c04000925bf020129c5a34957900e326a462ef30def87fcf6f description: '' gh_license: Apache-2.0 @@ -107725,8 +113154,8 @@ https://github.com/karampok/dnsconfig-injector: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kareem-elsayed/k8s-alerts: + addition_method: manual content_hash: 60cdc212f50e6ff4577ece9577830f5dbba57852efcb788c9efe0c27e1232d4c description: '' gh_license: Apache-2.0 @@ -107745,8 +113174,8 @@ https://github.com/kareem-elsayed/k8s-alerts: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/karmab/autolabeller: + addition_method: manual content_hash: 020ff7c3888461a640efd5f8af6428187dc97a5fda243493126b987c75bfb148 description: '' health_score: 100.0 @@ -107762,8 +113191,8 @@ https://github.com/karmab/autolabeller: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/karmada-io/karmada: + addition_method: manual content_hash: 3aef34b0fb72477fa0d3b6d2ab6c60cd0b63da46a9c2c031033d849540d26186 description: '' gh_license: Apache-2.0 @@ -107782,8 +113211,8 @@ https://github.com/karmada-io/karmada: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kaysalawu/azure-network-terraform: + addition_method: manual content_hash: 64f717ef6566abf02ae63e455379f7ccbba00b0573f5091e19adf365e9ad05dd description: '' gh_license: MIT @@ -107803,8 +113232,8 @@ https://github.com/kaysalawu/azure-network-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/kbrew-dev/kbrew: + addition_method: manual content_hash: ebf2ad52ddb9b288cfb946fc99ca3679d7d1b66b60501c3195c0bb6ab8eebf47 description: '' gh_license: Apache-2.0 @@ -107823,8 +113252,8 @@ https://github.com/kbrew-dev/kbrew: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kbst/terraform-kubestack: + addition_method: manual content_hash: 1c7edd4c9d6401f5eba913aa11e7c506cccaed485d6d34ca8d953d7dbba841e2 description: '' gh_license: Apache-2.0 @@ -107843,8 +113272,8 @@ https://github.com/kbst/terraform-kubestack: v2_locations: - kustomize.md year: N/A - addition_method: manual https://github.com/kbterm/kubeterm: + addition_method: manual ai_summary: An open-source desktop client designed for administrative and monitoring interactions within Kubernetes clusters. Employs graphical representations of active resources to lower cognitive load during deep-dive debugging of deployments, @@ -107879,8 +113308,8 @@ https://github.com/kbterm/kubeterm: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/kcp-dev/kcp: + addition_method: manual content_hash: c7cc544dca954749c4eeacaa25de4b3416a07972f436da2f735864856cd2253f description: '' gh_license: Apache-2.0 @@ -107901,8 +113330,8 @@ https://github.com/kcp-dev/kcp: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kedacore/keda/issues/2214: + addition_method: manual content_hash: 27b7f60ec0e2d61d94876b2753262615382e6b310b314bc5f171c2450331c3ef description: '' gh_license: Apache-2.0 @@ -107921,8 +113350,8 @@ https://github.com/kedacore/keda/issues/2214: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://github.com/keel-hq/keel: + addition_method: manual content_hash: aaf25a8ae8466482d26582b01bd789b1e86588f8130c21220f0693a887eb2a85 description: '' gh_license: MPL-2.0 @@ -107941,8 +113370,8 @@ https://github.com/keel-hq/keel: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/kei6u/kubectl-secret-data: + addition_method: manual content_hash: 4f17bac8559850f882932f44aa46901c1522e3dfe247b35a7aee9e3da1d8ae30 description: '' health_score: 100.0 @@ -107953,8 +113382,8 @@ https://github.com/kei6u/kubectl-secret-data: - docs/kubernetes-tools.md - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/keikoproj/upgrade-manager: + addition_method: manual content_hash: d966c0567f646a6f7239b576354fe976099c233a7e6d06d5e2fd4c67262083ef description: '' gh_license: Apache-2.0 @@ -107973,8 +113402,8 @@ https://github.com/keikoproj/upgrade-manager: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/keisku/kubectl-explore: + addition_method: manual content_hash: 755acd1bec581daa8b9fc1418121366675aaf8d2d0563b94f7adf72e70f9c0a4 description: '' gh_license: MIT @@ -107993,8 +113422,8 @@ https://github.com/keisku/kubectl-explore: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/keisku/kubectl-secretdata: + addition_method: manual content_hash: ee768c8abfb1aeb04cebb08e42c635d1a286b38775c0f5aef59705b39d078d21 gh_license: MIT gh_pushed: '2024-10-10T04:57:50Z' @@ -108011,8 +113440,8 @@ https://github.com/keisku/kubectl-secretdata: v2_locations: - kubernetes-tools.md - kubernetes.md - addition_method: manual https://github.com/kellyjonbrazil/jc: + addition_method: manual content_hash: 9dec699090fd93513e00b0ec06001ef0ac4d73a6c1d973ec4384746c3651574f description: '' gh_license: MIT @@ -108024,8 +113453,8 @@ https://github.com/kellyjonbrazil/jc: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/kelseyhightower/cmd-tutorial: + addition_method: manual content_hash: 879ea51140874f0e5325d770b63bdee404594fba8d1427597f808ec9ca1b2a3c description: '' health_score: 100.0 @@ -108041,8 +113470,8 @@ https://github.com/kelseyhightower/cmd-tutorial: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://github.com/kelseyhightower/kubernetes-the-hard-way: + addition_method: manual ai_summary: The legendary, standard-setting educational guide for bootstrap-configuring high-availability Kubernetes clusters without installers. Details direct certificate generation, control plane components installation, systemd configuration, and @@ -108074,8 +113503,8 @@ https://github.com/kelseyhightower/kubernetes-the-hard-way: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/kelseyhightower/nocode: + addition_method: manual content_hash: fd676c4e8b8bca93c3651217646c9d03b6b24722159f45e70eababb6cad8170a description: '' gh_license: Apache-2.0 @@ -108094,8 +113523,8 @@ https://github.com/kelseyhightower/nocode: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/kelseyhightower/serverless-vault-with-cloud-run: + addition_method: manual ai_summary: Architectural blueprint showing how to deploy HashiCorp Vault on Google Cloud Run serverless container environment. Highlights dynamic storage backends and minimal operational overhead. @@ -108125,8 +113554,8 @@ https://github.com/kelseyhightower/serverless-vault-with-cloud-run: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/keptn-sandbox/keptn-jenkins-library: + addition_method: manual content_hash: 26861281d7504b3fd920a169ac339703db24bf8fa5ef0c69b9923d325280540c description: '' gh_license: Apache-2.0 @@ -108145,8 +113574,8 @@ https://github.com/keptn-sandbox/keptn-jenkins-library: v2_locations: - keptn.md year: N/A - addition_method: manual https://github.com/keptn-sandbox/keptn-on-k3s: + addition_method: manual content_hash: 3c7518266349b165d696054dd97260bf19244d4c1a815f3a1fc28dd966b106e6 description: '' gh_license: Apache-2.0 @@ -108165,8 +113594,8 @@ https://github.com/keptn-sandbox/keptn-on-k3s: v2_locations: - rancher.md year: N/A - addition_method: manual https://github.com/keptn-sandbox/keptn-on-k3s/blob/master/README-KeptnForDynatrace.md: + addition_method: manual content_hash: f0a91872d2c8650189f480e42e9579c7fd416c1e8ce8326eaacaba5f0e6935bb description: '' gh_license: Apache-2.0 @@ -108186,8 +113615,8 @@ https://github.com/keptn-sandbox/keptn-on-k3s/blob/master/README-KeptnForDynatra v2_locations: - keptn.md year: N/A - addition_method: manual https://github.com/kevincobain2000/gobrew: + addition_method: manual ai_summary: Curator Insight highlights Gobrew as an elegant and fast Go version manager that downloads and switches active toolchains easily. Live Grounding notes its speed and simplicity, making it a competitive alternative to gvm and asdf @@ -108218,8 +113647,8 @@ https://github.com/kevincobain2000/gobrew: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/kgamanji/cluster-api-helm-chart: + addition_method: manual ai_summary: 'A community Helm chart designed to packages and deploy Cluster API resources and operators easily inside a management cluster. Simplifies the installation of CAPI components via standard Helm deployment pipelines. Note: Inactive, as @@ -108250,8 +113679,8 @@ https://github.com/kgamanji/cluster-api-helm-chart: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/kiali/kiali: + addition_method: manual ai_summary: The source repository for Kiali, an indispensable observability dashboard. Provides real-time interactive topologies, configuration validation, and native wizard-based creations of complex traffic routing mechanisms directly within Istio. @@ -108283,8 +113712,8 @@ https://github.com/kiali/kiali: v2_locations: - istio.md year: N/A - addition_method: manual https://github.com/kingdonb/kubectl-exec-user: + addition_method: manual content_hash: 1970a12b050cc49de276333988a9efcb3c8155d16a60510de68f114ad01b11c8 description: '' health_score: 100.0 @@ -108300,8 +113729,8 @@ https://github.com/kingdonb/kubectl-exec-user: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kinvolk/inspektor-gadget: + addition_method: manual content_hash: f2b33444b25b2d021b45dfefe08c669eb5633f7ac86803ee810e3eec7301d02a description: '' health_score: 100.0 @@ -108311,15 +113740,15 @@ https://github.com/kinvolk/inspektor-gadget: v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/kiosk-sh/kiosk: + addition_method: manual content_hash: 3d44b8ef74793fa5b29417df1d455e93cae77e5cdb31c72527fecdb4ad0231e8 health_score: 100.0 last_checked: 1779030361.39409 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://github.com/kislyuk/yq: + addition_method: manual ai_summary: A reliable CLI YAML processor wrapping the classic jq tool in Python. It enables native jq query logic on YAML configurations, facilitating complex data transformations. @@ -108350,8 +113779,8 @@ https://github.com/kislyuk/yq: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/kkdai/youtube: + addition_method: manual ai_summary: Curator Insight identifies this package as a popular Go library and CLI for downloading YouTube videos. Live Grounding verifies it actively handles the ever-shifting signature and decryption schemas deployed by YouTube to maintain @@ -108382,8 +113811,8 @@ https://github.com/kkdai/youtube: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/kloeckner-i/db-auth-gateway: + addition_method: manual content_hash: ac50e3cf2d0b50aafc528d91b1ccb531d179186b38bff6042d4fd3c7ccce44fb description: '' gh_license: Apache-2.0 @@ -108402,8 +113831,8 @@ https://github.com/kloeckner-i/db-auth-gateway: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://github.com/kloeckner-i/db-operator: + addition_method: manual content_hash: ddfe1b5a928284973c02fe0de6b92aee3438c0d69bf127da4cba07b023639bfe description: '' gh_license: Apache-2.0 @@ -108422,8 +113851,8 @@ https://github.com/kloeckner-i/db-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/knative-extensions/net-kourier: + addition_method: manual content_hash: e4210d1375de505968620e89ed0560bb105706563b63091a87d44afa3e6e8cd6 gh_license: Apache-2.0 gh_pushed: '2026-05-21T07:54:26Z' @@ -108438,8 +113867,8 @@ https://github.com/knative-extensions/net-kourier: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/knative-sandbox/net-kourier: + addition_method: manual content_hash: 6d937e09fdda9358ab0d0e5e5746021e695851e8717c93a063a34544c47478ad description: '' health_score: 100.0 @@ -108449,8 +113878,8 @@ https://github.com/knative-sandbox/net-kourier: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/knative/client: + addition_method: manual content_hash: 88865974aa4345b717c894b7236e08c485136a13b1c5196a71356ec59c029345 description: '' gh_license: Apache-2.0 @@ -108469,8 +113898,8 @@ https://github.com/knative/client: v2_locations: - serverless.md year: N/A - addition_method: manual https://github.com/knight42/kubectl-blame: + addition_method: manual content_hash: da0e885eaac6c90d934385aa35502386fbc2d4afe1250298f0c735a3c84e365f description: '' gh_license: MIT @@ -108489,8 +113918,8 @@ https://github.com/knight42/kubectl-blame: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/knorrie/network-examples: + addition_method: manual ai_summary: A highly technical repository detailing realistic Linux routing, bridging, and tunneling scenarios. Includes practical configurations for VLANs, VXLANs, VRFs, and policy-based routing (PBR) essential for modern SDN design. @@ -108520,8 +113949,8 @@ https://github.com/knorrie/network-examples: v2_locations: - linux.md year: N/A - addition_method: manual https://github.com/ko-build/ko: + addition_method: manual content_hash: ed8acb2652a68ecb5f8338006bb303106ca4e52e8083619109e74571faf5d54b gh_license: Apache-2.0 gh_pushed: '2026-05-22T07:08:46Z' @@ -108536,8 +113965,8 @@ https://github.com/ko-build/ko: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kodemore/chili: + addition_method: manual content_hash: ca6885006b551d6ca95bed793d6975bcc619818ac3c5c9770cd6f1a8b37c04c8 description: '' gh_license: MIT @@ -108556,8 +113985,8 @@ https://github.com/kodemore/chili: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/kohsuke/petclinic/blob/master/Jenkinsfile: + addition_method: manual content_hash: fed8b2b595e8e505bc8747251dd8a6e0629143f374a683e7dd397e2836584907 description: '' health_score: 100.0 @@ -108573,8 +114002,8 @@ https://github.com/kohsuke/petclinic/blob/master/Jenkinsfile: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/komodorio/helm-dashboard: + addition_method: manual ai_summary: A robust, user-friendly web UI for viewing, installing, and managing Helm releases in real-time. It enables operators to easily track installed packages, compare release revisions, and visualize values drift without relying on the command @@ -108606,8 +114035,8 @@ https://github.com/komodorio/helm-dashboard: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/komodorio/validkube: + addition_method: manual content_hash: 0fa30497ff2d100c972d1ef838e8d2b127bd4927f5ee97df2632ae6bbd0e3e6b description: '' gh_license: Apache-2.0 @@ -108626,8 +114055,8 @@ https://github.com/komodorio/validkube: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/konstructio/kubefirst: + addition_method: manual content_hash: 47066c619929a6867e90af3d8e5cd2094050465ef536cb1042b8713c1cf1f5d8 gh_license: MIT gh_pushed: '2026-02-25T19:51:46Z' @@ -108642,8 +114071,8 @@ https://github.com/konstructio/kubefirst: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/konstruktoid/ansible-hvault-inventory: + addition_method: manual content_hash: 759cd5f0e526f9b0bb324dd8bf7e5b9751cf98fac874019854d773e43f2bcb6a description: '' gh_license: Apache-2.0 @@ -108663,8 +114092,8 @@ https://github.com/konstruktoid/ansible-hvault-inventory: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/konveyor: + addition_method: manual content_hash: 0d1e8a3d9217d19632a2397f9dc74c2ba7a6b2daad13790872767936e28d20fc description: '' health_score: 100.0 @@ -108680,8 +114109,8 @@ https://github.com/konveyor: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://github.com/konveyor/crane: + addition_method: manual content_hash: 83ef4f8b717bc517775d9fc9e196f9272f13a5e6367584467916a86f707fc11b description: '' health_score: 100.0 @@ -108691,8 +114120,8 @@ https://github.com/konveyor/crane: v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://github.com/konveyor/move2kube: + addition_method: manual content_hash: 1d0113979162da217e298144bebf5a7c637c2884d1ceecbac0d8039ab9d8f87c description: '' gh_license: Apache-2.0 @@ -108711,8 +114140,8 @@ https://github.com/konveyor/move2kube: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kootenpv/yagmail: + addition_method: manual content_hash: fbc3ce937342ae42893427eebd87db0a11e4c413a9804caaf4b5c995c52b7a7d description: '' gh_license: MIT @@ -108731,8 +114160,8 @@ https://github.com/kootenpv/yagmail: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/koslib/awesome-containerized-security: + addition_method: manual content_hash: 087c44c65f3740daec6869eabef522d0fee6070a507dce0da9febdafa66113f2 description: '' health_score: 100.0 @@ -108749,8 +114178,8 @@ https://github.com/koslib/awesome-containerized-security: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/kostis-codefresh/gitops-environment-promotion: + addition_method: manual content_hash: 8488cccfe5013aedb44127e290adaea361983563ecbe141e5d1f9465bd85f4c1 description: '' health_score: 100.0 @@ -108767,8 +114196,8 @@ https://github.com/kostis-codefresh/gitops-environment-promotion: v2_locations: - kustomize.md year: N/A - addition_method: manual https://github.com/kotalco/kotal: + addition_method: manual content_hash: 0837b2710101c70e8a9c9f33b7ceb51e1fbc6d4b866a8b813011ccd6d6ab5eec description: '' gh_license: Apache-2.0 @@ -108787,8 +114216,8 @@ https://github.com/kotalco/kotal: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/krateoplatformops/krateo: + addition_method: manual content_hash: 66c8af7d61a1aee4c9a16aa4409bd49dc4b4becf2cd5dd705e1883890ba504dc description: '' health_score: 100.0 @@ -108804,8 +114233,8 @@ https://github.com/krateoplatformops/krateo: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/krestomatio/keydb-operator: + addition_method: manual content_hash: 3e8faa933bd9d0a1fc08f285fabdbb8feeb6bcde974156407e2e74a86903eca6 description: '' gh_license: Apache-2.0 @@ -108824,8 +114253,8 @@ https://github.com/krestomatio/keydb-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/kris-nova/kaar: + addition_method: manual content_hash: c3fb2c8d9110d944e2f368f46734872a1f882009320f7df82d3872d1ad20f692 description: '' health_score: 100.0 @@ -108835,8 +114264,8 @@ https://github.com/kris-nova/kaar: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kris-nova/naml: + addition_method: manual content_hash: 7ad4390e9ee29e70addd2a40691210c3205fec47d7bf919ecf3325a4f28c6c35 description: '' health_score: 100.0 @@ -108846,8 +114275,8 @@ https://github.com/kris-nova/naml: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/krisnova/kaar: + addition_method: manual content_hash: 72e38de5b3a30b405f089cd8ad6d61ee3cd1ea6fb673f80b3cded219850a623f gh_license: Apache-2.0 gh_pushed: '2022-05-04T14:27:12Z' @@ -108862,8 +114291,8 @@ https://github.com/krisnova/kaar: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/krisnova/naml: + addition_method: manual ai_summary: An innovative engine enabling developers to write Kubernetes configurations using type-safe Go instead of YAML. Brings compilation safety, testability, and standard Go refactoring capabilities to platform engineering. @@ -108894,8 +114323,8 @@ https://github.com/krisnova/naml: - data-and-advanced-analytics.md - yaml.md year: '2022' - addition_method: manual https://github.com/kristofferandreasen/awesome-azure: + addition_method: manual content_hash: 4f7d359de862bcbf74cfdd68e49cb070551e7e7d93441394e627c4579d793c41 description: '' health_score: 100.0 @@ -108912,8 +114341,8 @@ https://github.com/kristofferandreasen/awesome-azure: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/ksctl/ksctl: + addition_method: manual content_hash: 0c7e381891ed2c0bba662a06fbe9dabfd95e12fe2cb671fea7022b51daa8c0e5 gh_license: Apache-2.0 gh_pushed: '2026-04-22T17:12:17Z' @@ -108928,8 +114357,8 @@ https://github.com/ksctl/ksctl: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kserve/kserve: + addition_method: manual content_hash: 9b191ca344d4b4dbb2e453f7d926923ad184eb9878855e2680d656095559fd47 gh_license: Apache-2.0 gh_pushed: '2026-05-21T21:44:35Z' @@ -108944,8 +114373,8 @@ https://github.com/kserve/kserve: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/ksoclabs/awesome-kubernetes-security: + addition_method: manual content_hash: 86bf24926cb49549c6e032ba501ce7a1cde1afc39831023161c77ae4fcd6d46c description: '' health_score: 100.0 @@ -108962,8 +114391,8 @@ https://github.com/ksoclabs/awesome-kubernetes-security: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/ktock/buildg: + addition_method: manual content_hash: 8cffa16d70cf3f07e62c80441249b1987a2b8fd50045b612f179ab73ab4b7115 description: '' gh_license: Apache-2.0 @@ -108982,8 +114411,8 @@ https://github.com/ktock/buildg: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/kube-aws/kube-spot-termination-notice-handler: + addition_method: manual content_hash: 7457be0ad6771a50847a828c730671e0ac6d2b712974894a078a5634d6e0a738 description: '' gh_license: Apache-2.0 @@ -109002,8 +114431,8 @@ https://github.com/kube-aws/kube-spot-termination-notice-handler: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kube-burner/kube-burner: + addition_method: manual content_hash: 7d3a313a15a9a64f4d8dfeacb53a9922c7d5494cb20bf8970f888f7df4808c3d gh_license: Apache-2.0 gh_pushed: '2026-05-19T11:26:29Z' @@ -109018,8 +114447,8 @@ https://github.com/kube-burner/kube-burner: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kube-logging/logging-operator: + addition_method: manual ai_summary: A Kubernetes operator designed to manage logging pipelines using Fluentd and Fluent Bit. Provides automated scaling, multi-tenant log isolation, and declarative routing rules, drastically reducing log management complexity. @@ -109049,8 +114478,8 @@ https://github.com/kube-logging/logging-operator: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://github.com/kube-ns-suspender/kube-ns-suspender: + addition_method: manual content_hash: 370300345b32ee09294e2af0050895f19497091a78a8762f52b072ff565ba145 gh_license: MIT gh_pushed: '2025-03-14T17:43:03Z' @@ -109065,8 +114494,8 @@ https://github.com/kube-ns-suspender/kube-ns-suspender: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kube-vip/kube-vip: + addition_method: manual content_hash: 7479b6f4ec4e498ddf325ad75d433009f16e5eee52e8a9297784148711004217 description: '' gh_license: Apache-2.0 @@ -109085,8 +114514,8 @@ https://github.com/kube-vip/kube-vip: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubecfg/kubecfg: + addition_method: manual content_hash: 28787866aedee99095fb0b1e1ffc5b62edba4a3f8e2984ca1fc4f5207d4c5383 description: '' gh_license: Apache-2.0 @@ -109105,8 +114534,8 @@ https://github.com/kubecfg/kubecfg: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubecost/cluster-turndown: + addition_method: manual content_hash: b52114740ff857a2fd6826ecb3461bb64f00de23227b05b5f548da3ecc64c009 description: '' gh_license: Apache-2.0 @@ -109125,8 +114554,8 @@ https://github.com/kubecost/cluster-turndown: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubecost/cost-model: + addition_method: manual content_hash: 58b4fe6b649a9ae98023875b36520bd325ac12c7463a430cb57e7371638722be description: '' health_score: 100.0 @@ -109137,8 +114566,8 @@ https://github.com/kubecost/cost-model: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/kubecost/kubectl-cost: + addition_method: manual content_hash: 6bad65098abf34b9ef26046e470ae3f770c9a2661a2871332b9b8190403c2c22 description: '' gh_license: Apache-2.0 @@ -109157,8 +114586,8 @@ https://github.com/kubecost/kubectl-cost: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/kubefirst/kubefirst: + addition_method: manual content_hash: 31774c4cfb73bc62c2093b13e555883036b61bd91bcf976a301b586e31aef091 description: '' health_score: 100.0 @@ -109168,8 +114597,8 @@ https://github.com/kubefirst/kubefirst: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubeflow/kfserving: + addition_method: manual content_hash: 8ba963252e30c4a5d10725eb35c008e4a42c2e173825f7fa74928c3eebf1e560 description: '' health_score: 100.0 @@ -109179,8 +114608,8 @@ https://github.com/kubeflow/kfserving: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubeguard/guard: + addition_method: manual content_hash: e4a436c77eca5af50d5dbf79d16ddee804346139ad870945f640dd85e4ea44a2 gh_license: Apache-2.0 gh_pushed: '2026-05-21T15:29:07Z' @@ -109195,8 +114624,8 @@ https://github.com/kubeguard/guard: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kubehelper/kubehelper: + addition_method: manual content_hash: bbd8910634940f7da85391f196e3c97e7e35637bcc5d10e8add15044254f4bb9 description: '' gh_license: GPL-3.0 @@ -109215,8 +114644,8 @@ https://github.com/kubehelper/kubehelper: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubeinit/kubeinit: + addition_method: manual ai_summary: 'An Ansible-based automation tool to deploy Kubernetes, OKD, or OpenShift on bare-metal or VM hosts using KVM/libvirt and nested virtualization. Helps automate clean network definitions, hypervisor provisioning, and cluster bootstrapping. @@ -109248,8 +114677,8 @@ https://github.com/kubeinit/kubeinit: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/kubemq-io/kubemq-community: + addition_method: manual ai_summary: The community-driven core repository for KubeMQ. It offers a lightweight, high-performance messaging interface for microservices on Kubernetes. Supports standard asynchronous protocols and integrates natively with Kubernetes patterns. @@ -109279,8 +114708,8 @@ https://github.com/kubemq-io/kubemq-community: v2_locations: - message-queue.md year: N/A - addition_method: manual https://github.com/kubenav/kubenav: + addition_method: manual ai_summary: Multi-platform open-source cluster navigator supporting iOS, Android, and desktop. Ensures secure operations monitoring and quick logs visualization on the go. @@ -109310,8 +114739,8 @@ https://github.com/kubenav/kubenav: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/kubeops/config-syncer: + addition_method: manual content_hash: 534fd5b271e0124f649c91c528558cefbfb1f2c94aecde0f4746e6fdcb8a1509 description: '' health_score: 100.0 @@ -109321,8 +114750,8 @@ https://github.com/kubeops/config-syncer: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubeops/ui-server: + addition_method: manual content_hash: 976a2f5e5b440221f3ed9a2de22165b937adcdf6fc3204889c1811be2a0c9ea3 gh_license: Apache-2.0 gh_pushed: '2026-05-20T10:24:42Z' @@ -109337,8 +114766,8 @@ https://github.com/kubeops/ui-server: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kubeopsskills/cloud-secret-resolvers: + addition_method: manual ai_summary: An open-source utility designed to resolve external cloud secrets natively into Kubernetes configurations. Simplifies secret retrieval from AWS Secrets Manager, GCP Secret Manager, and Azure Key Vault without heavy operators. @@ -109368,8 +114797,8 @@ https://github.com/kubeopsskills/cloud-secret-resolvers: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/kubepack/chart-doc-gen: + addition_method: manual ai_summary: A dedicated CLI utility for generating Markdown documentation automatically from Helm 'values.yaml' files. It streamlines package maintenance by keeping user-facing parameter catalogs perfectly aligned with template configurations. @@ -109399,8 +114828,8 @@ https://github.com/kubepack/chart-doc-gen: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/kubepug/kubepug: + addition_method: manual content_hash: 546a2f76b2780f056a0e9b590a1a3bc1374dce6383528956ff2afdef6364d3a0 description: '' gh_license: Apache-2.0 @@ -109420,8 +114849,8 @@ https://github.com/kubepug/kubepug: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubereboot/kured: + addition_method: manual content_hash: 08fd05371ed694fe460e32a28d52b40bdef0ff8b63d69ee62cc2a4a8016bd7bc description: '' gh_license: Apache-2.0 @@ -109440,8 +114869,8 @@ https://github.com/kubereboot/kured: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kuberhealthy/kuberhealthy: + addition_method: manual content_hash: a01379b3010823904038e846f81c24f722060cf701a5e9378554661d62f6272b gh_license: Apache-2.0 gh_pushed: '2026-04-20T04:55:30Z' @@ -109456,8 +114885,8 @@ https://github.com/kuberhealthy/kuberhealthy: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://github.com/kuberlogic/kuberlogic: + addition_method: manual content_hash: cf3ddffd441ae1c89c416b39ea700a7b26053c5f33e1a7cc13b344d339a518b0 description: '' gh_license: Apache-2.0 @@ -109476,8 +114905,8 @@ https://github.com/kuberlogic/kuberlogic: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubermatic/fubectl: + addition_method: manual content_hash: 6bb6ef7e2027b10db5fc1753953334a6f0f89021ec7407ce3e84f29c9528115e description: '' gh_license: Apache-2.0 @@ -109496,8 +114925,8 @@ https://github.com/kubermatic/fubectl: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubermatic/kubecarrier: + addition_method: manual content_hash: cdeca712f167e1ebbd9e47da971ef81314edde045093745dac14d6ba50e8663f description: '' gh_license: Apache-2.0 @@ -109518,8 +114947,8 @@ https://github.com/kubermatic/kubecarrier: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/kubermatic/kubeone: + addition_method: manual content_hash: 774d41c037db09506f5aeae4c27b66e363d5e2e624644905ebb94af4b11225f7 description: '' gh_license: Apache-2.0 @@ -109538,8 +114967,8 @@ https://github.com/kubermatic/kubeone: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-client: + addition_method: manual content_hash: f9afe847a27cfed4f08ab1bf87f4a7913f0636f1d90aa7aae6309ad7aa645ac6 description: '' health_score: 100.0 @@ -109555,8 +114984,8 @@ https://github.com/kubernetes-client: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://github.com/kubernetes-client/go: + addition_method: manual content_hash: 74dc88e1d502b4a8a0b9763d5e16cda63b3d361ae16da5db2ddd9fdddc2bbb16 description: '' gh_license: Apache-2.0 @@ -109575,8 +115004,8 @@ https://github.com/kubernetes-client/go: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://github.com/kubernetes-client/java: + addition_method: manual content_hash: c8b72e06d672e56ca6e5e8543d0d917f605312e4a547c80dab5aa2ecb39d736b description: '' gh_license: Apache-2.0 @@ -109595,8 +115024,8 @@ https://github.com/kubernetes-client/java: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://github.com/kubernetes-client/python: + addition_method: manual content_hash: 68b4cba01dcb6e7de7b9e77f374c3c5af11f2fe7a1a8bc4649a93a393ad54fe7 description: '' gh_license: Apache-2.0 @@ -109615,8 +115044,8 @@ https://github.com/kubernetes-client/python: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://github.com/kubernetes-client/python-base: + addition_method: manual content_hash: 0abb70df04327ef10002eba20626354a1fa4d8f91d47cb48f243316ffa896f35 description: '' gh_license: Apache-2.0 @@ -109635,8 +115064,8 @@ https://github.com/kubernetes-client/python-base: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://github.com/kubernetes-course/container_workshops: + addition_method: manual content_hash: e1b93a2ff48bc2af86ea2e40392312e1d5dcb188061af30eb1dd9b9a538b9165 description: '' health_score: 100.0 @@ -109652,8 +115081,8 @@ https://github.com/kubernetes-course/container_workshops: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/kubernetes-csi: + addition_method: manual content_hash: e980d53aee55061c19050394117f47d9ecf6c911d4e7c26dfc046f77129d5b77 description: '' health_score: 100.0 @@ -109669,8 +115098,8 @@ https://github.com/kubernetes-csi: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/kubernetes-csi/csi-driver-smb: + addition_method: manual content_hash: eab7a2248d1bef935176b622ad8dfa3ce97f382d9418a2ee0d2e219583b61216 description: '' gh_license: Apache-2.0 @@ -109689,8 +115118,8 @@ https://github.com/kubernetes-csi/csi-driver-smb: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/kubernetes-retired/etcdadm: + addition_method: manual content_hash: 74b1a330a79242cd06f6d9fa042d24276e94431e09c9fb3706af3511ec7d8191 gh_license: Apache-2.0 gh_pushed: '2024-04-29T17:19:53Z' @@ -109705,8 +115134,8 @@ https://github.com/kubernetes-retired/etcdadm: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kubernetes-retired/frakti: + addition_method: manual content_hash: 07833ef4cc0c9fb288a03de53893ff40afa113ac6f2543303073a13f38adc569 gh_license: Apache-2.0 gh_pushed: '2020-12-15T16:30:13Z' @@ -109721,8 +115150,8 @@ https://github.com/kubernetes-retired/frakti: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://github.com/kubernetes-retired/hierarchical-namespaces: + addition_method: manual content_hash: cf35f6850e587357b7265284a4ee38df7649f31c9f7e1ebc0d775977662ffb86 gh_license: Apache-2.0 gh_pushed: '2025-04-07T00:22:00Z' @@ -109737,8 +115166,8 @@ https://github.com/kubernetes-retired/hierarchical-namespaces: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kubernetes-retired/kpng: + addition_method: manual content_hash: 600ce80e685a81a0beb113112dc6330d72d64df910cd6a075a0477d4acf8aef1 gh_license: Apache-2.0 gh_pushed: '2024-07-09T05:36:20Z' @@ -109753,8 +115182,8 @@ https://github.com/kubernetes-retired/kpng: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kubernetes-retired/kube-batch: + addition_method: manual content_hash: 1e384314b52bd9b4322348255137977944a4424b07518c238c49d614e04864e5 gh_license: Apache-2.0 gh_pushed: '2023-05-22T13:50:02Z' @@ -109769,8 +115198,8 @@ https://github.com/kubernetes-retired/kube-batch: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kubernetes-retired/kubefed: + addition_method: manual content_hash: 330530461748600ca09970c48f751e2e654f4ec63165febd67428027693ec1d6 gh_license: Apache-2.0 gh_pushed: '2023-03-24T21:50:24Z' @@ -109785,8 +115214,8 @@ https://github.com/kubernetes-retired/kubefed: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://github.com/kubernetes-retired/kui: + addition_method: manual content_hash: 6f26251f692c9c7c121fd0767399a108a6f37d72f6c237d987cb876016a40866 gh_license: Apache-2.0 gh_pushed: '2025-07-12T22:06:01Z' @@ -109801,8 +115230,8 @@ https://github.com/kubernetes-retired/kui: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kubernetes-retired/multi-tenancy/tree/master/incubator/hnc: + addition_method: manual content_hash: 0ce8e552037cf09512073a654acd18b1d620d41283c0c70701bfefe4b91d7551 gh_license: Apache-2.0 gh_pushed: '2023-05-11T21:17:56Z' @@ -109817,8 +115246,8 @@ https://github.com/kubernetes-retired/multi-tenancy/tree/master/incubator/hnc: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://github.com/kubernetes-sigs: + addition_method: manual content_hash: 1ebdd651edefc516652d5c80c649ee27e67bf9c6dbf8d67fa1f2fa8b3b613a56 description: '' health_score: 100.0 @@ -109834,8 +115263,8 @@ https://github.com/kubernetes-sigs: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/aws-load-balancer-controller: + addition_method: manual ai_summary: The core controller that manages AWS Elastic Load Balancers (ALB and NLB) on behalf of a Kubernetes cluster. Live Grounding verifies its continuous support for advanced features like target grouping by IP, ACM certificate integration, @@ -109868,8 +115297,8 @@ https://github.com/kubernetes-sigs/aws-load-balancer-controller: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/cluster-addons: + addition_method: manual content_hash: a2e6eea11d1078fef0c8779e32d1be068881ea41a4c595714c6f20ba176d7b39 description: '' gh_license: Apache-2.0 @@ -109888,8 +115317,8 @@ https://github.com/kubernetes-sigs/cluster-addons: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/cluster-api: + addition_method: manual content_hash: ead71e9f56c783ba010a87db2d76899d165c14e0ec3e6dfb2bb845b58791c3cf gh_license: Apache-2.0 health_score: 100.0 @@ -109897,8 +115326,8 @@ https://github.com/kubernetes-sigs/cluster-api: needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://github.com/kubernetes-sigs/descheduler: + addition_method: manual content_hash: 800177eb1bbf2496c5264eb5b149803a972ae5fbaa153c8598970f0ad6496ce3 description: '' gh_license: Apache-2.0 @@ -109919,8 +115348,8 @@ https://github.com/kubernetes-sigs/descheduler: - kubernetes-tools.md - ocp4.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/e2e-framework: + addition_method: manual ai_summary: Curator Insight presents this official Kubernetes SIG framework for writing robust end-to-end tests for operators and controllers. Live Grounding highlights its structured step-by-step test phases, integrated kind cluster spin-up, @@ -109951,8 +115380,8 @@ https://github.com/kubernetes-sigs/e2e-framework: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/etcdadm: + addition_method: manual content_hash: 2d9d6d5df7237724e18b45213219f932e33df0f5e6ed2088e49a9810934be1b7 description: '' health_score: 100.0 @@ -109962,8 +115391,8 @@ https://github.com/kubernetes-sigs/etcdadm: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/external-dns: + addition_method: manual content_hash: 654e152956ca97766a1312ecf102ea16c195e13878800fcf93396ae4c4ab8319 description: '' gh_license: Apache-2.0 @@ -109982,8 +115411,8 @@ https://github.com/kubernetes-sigs/external-dns: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/gateway-api: + addition_method: manual content_hash: 9b853c512489d4b358665cd406a72d7c98c3d11567570278578142b0ff19f417 description: '' gh_license: Apache-2.0 @@ -110006,8 +115435,8 @@ https://github.com/kubernetes-sigs/gateway-api: - kubernetes-operators-controllers.md - servicemesh.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/hierarchical-namespaces: + addition_method: manual content_hash: fdef75e2a80bfc946c00b02248b0c35953ca426910893e9e23b1357f8c72b720 description: '' health_score: 100.0 @@ -110018,8 +115447,8 @@ https://github.com/kubernetes-sigs/hierarchical-namespaces: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/ingate: + addition_method: manual content_hash: c87518464900ff384554cca1a38f35aeb21edcd64c662194c30f9539ee2dfa1e description: '' gh_license: Apache-2.0 @@ -110042,8 +115471,8 @@ https://github.com/kubernetes-sigs/ingate: - kubernetes-operators-controllers.md - servicemesh.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kind: + addition_method: manual ai_summary: kind (Kubernetes in Docker) is an open-source tool for running local Kubernetes clusters using Docker containers as nodes. Highly favored for CI/CD environments and rapid inner-loop developer workflows because of its quick startup @@ -110076,8 +115505,8 @@ https://github.com/kubernetes-sigs/kind: - kubernetes-based-devel.md - matrix-table.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kpng: + addition_method: manual content_hash: 7d3870e0793fbcc96741fe8d5f173130b7a149ab0a111b8364313de86f0bd7b3 description: '' health_score: 100.0 @@ -110087,8 +115516,8 @@ https://github.com/kubernetes-sigs/kpng: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/krew-index/blob/master/plugins.md: + addition_method: manual content_hash: 3751fc9d8df1a8a1fdd78727ddd16b967678a2cf3964a542426f9cb76d555f3d description: '' gh_license: Apache-2.0 @@ -110109,8 +115538,8 @@ https://github.com/kubernetes-sigs/krew-index/blob/master/plugins.md: - kubernetes.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kube-batch: + addition_method: manual content_hash: 8f3a4116d27d5d5d955755a2f759f9f2c74506091c12304ed423e70c43c52594 description: '' health_score: 100.0 @@ -110120,8 +115549,8 @@ https://github.com/kubernetes-sigs/kube-batch: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kube-scheduler-simulator: + addition_method: manual content_hash: 3793cba17a48f8974bb5ee8f5e585d24649c606cdc8abab27a355c65317beb78 description: '' gh_license: Apache-2.0 @@ -110140,8 +115569,8 @@ https://github.com/kubernetes-sigs/kube-scheduler-simulator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kubebuilder: + addition_method: manual content_hash: 29d9981ad02b766023817c041f9aa38e9b24e6541793c93eef23ea561d07f8dc description: '' gh_license: Apache-2.0 @@ -110160,8 +115589,8 @@ https://github.com/kubernetes-sigs/kubebuilder: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kubefed: + addition_method: manual content_hash: 1fb43d0721e6c5e4842baa866b9078f0369982e1f3128feba39e5aa5c4e764f5 description: '' health_score: 100.0 @@ -110171,8 +115600,8 @@ https://github.com/kubernetes-sigs/kubefed: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kubespray: + addition_method: manual ai_summary: An industry-standard provisioning tool combining Ansible playbooks and kubeadm to deliver highly configurable, multi-cloud, production-grade Kubernetes deployments. Supports declarative definition of CNI plugins, container runtimes @@ -110206,8 +115635,8 @@ https://github.com/kubernetes-sigs/kubespray: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kueue: + addition_method: manual content_hash: 57dcd4bd79ba0cb4373a02dac6563bfd09831c58facdbdabf2521e45284ff23b description: '' gh_license: Apache-2.0 @@ -110226,8 +115655,8 @@ https://github.com/kubernetes-sigs/kueue: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kueue/releases/tag/v0.14.0: + addition_method: manual content_hash: 43b0b49fc7eb473a64ff7e8315cb7180b2cfa93754ef2bb6e59221fc574560ff description: '' gh_license: Apache-2.0 @@ -110250,8 +115679,8 @@ https://github.com/kubernetes-sigs/kueue/releases/tag/v0.14.0: - kubernetes-operators-controllers.md - kubernetes-releases.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kui: + addition_method: manual content_hash: 651b6b6f7dee57a12e65301913f8e02bb09e0449ec4a332b016d3a3a47cd8de3 description: '' health_score: 100.0 @@ -110261,8 +115690,8 @@ https://github.com/kubernetes-sigs/kui: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kustomize: + addition_method: manual content_hash: 0d521a8e3abbccba8dcc4a3e9cb4c5d43a87f434413999983fb9163a6ce10c6f description: '' gh_license: Apache-2.0 @@ -110281,8 +115710,8 @@ https://github.com/kubernetes-sigs/kustomize: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/kwok: + addition_method: manual content_hash: 81c669e4ae741b5aba8e200f41e058f33537bcd4a8b9348496eac1a74b0d1dbf description: '' gh_license: Apache-2.0 @@ -110301,8 +115730,8 @@ https://github.com/kubernetes-sigs/kwok: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/multi-tenancy/tree/master/incubator/hnc: + addition_method: manual content_hash: 472ed291b401f1602c7f3f23c55bdc896cd4ba1ada9a4ae6ada6eed916164c77 description: '' health_score: 100.0 @@ -110312,8 +115741,8 @@ https://github.com/kubernetes-sigs/multi-tenancy/tree/master/incubator/hnc: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner: + addition_method: manual content_hash: 1a9e8d9a821a92dadfa3cf1a2019e52415f6a8bf956516a1df0605afeda43c30 description: '' gh_license: Apache-2.0 @@ -110332,8 +115761,8 @@ https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/nfs-subdir-external-provisioner: + addition_method: manual content_hash: 01c5c113ec1f426c994398e95c38d7a4d209d1b9609a7c551679c011b2f10ecb description: '' gh_license: Apache-2.0 @@ -110353,8 +115782,8 @@ https://github.com/kubernetes-sigs/nfs-subdir-external-provisioner: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/node-feature-discovery: + addition_method: manual content_hash: 9eb50a4b87b24f04460ce893b04e36df50bbcd718ac3470621d0ef19a77b7dab description: '' gh_license: Apache-2.0 @@ -110373,8 +115802,8 @@ https://github.com/kubernetes-sigs/node-feature-discovery: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran: + addition_method: manual content_hash: 59522768a9791e6c5f76db6c3a5c6eb9cad2515fcc9bca7b93700af41b33d7e7 description: '' gh_license: Apache-2.0 @@ -110395,8 +115824,8 @@ https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran: - kubernetes-tools.md - ocp4.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/secrets-store-csi-driver: + addition_method: manual content_hash: 002ecde6fd2c5324a3e888a1a6effc32a49ece37598b4592e6e209aee17a3214 description: '' gh_license: Apache-2.0 @@ -110418,8 +115847,8 @@ https://github.com/kubernetes-sigs/secrets-store-csi-driver: - kubernetes.md - devsecops.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/security-profiles-operator: + addition_method: manual ai_summary: 'Curator Insight: Kubernetes SIG operator for managing AppArmor, Seccomp, and SELinux profiles natively within clusters. Live Grounding: Fully active and widely used in secure sectors to harden container execution boundaries.' @@ -110449,8 +115878,8 @@ https://github.com/kubernetes-sigs/security-profiles-operator: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/kubernetes-sigs/sig-storage-local-static-provisioner: + addition_method: manual content_hash: d55aae704510a8fd094de9bf43a26277d0e6df1a1003238b3ff63346d602b55d description: '' gh_license: Apache-2.0 @@ -110470,8 +115899,8 @@ https://github.com/kubernetes-sigs/sig-storage-local-static-provisioner: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/kubernetes/autoscaler/tree/master/cluster-autoscaler: + addition_method: manual content_hash: 45fa4e240e0e3f9d51e8ce957e7db11ecb736f472619a1678cd6425e7b6d579b description: '' gh_license: Apache-2.0 @@ -110490,8 +115919,8 @@ https://github.com/kubernetes/autoscaler/tree/master/cluster-autoscaler: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://github.com/kubernetes/autoscaler/tree/master/vertical-pod-autoscaler: + addition_method: manual content_hash: ba14c614b6fe15d0119fd2b4b849d83747824660801db6b4c954a5cc94843dcd description: '' gh_license: Apache-2.0 @@ -110510,8 +115939,8 @@ https://github.com/kubernetes/autoscaler/tree/master/vertical-pod-autoscaler: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://github.com/kubernetes/client-go: + addition_method: manual content_hash: 673297f64673b2774e0328a723c5674cecea1495ce025d9052cc13dc14e207bb description: '' gh_license: Apache-2.0 @@ -110532,8 +115961,8 @@ https://github.com/kubernetes/client-go: - kubernetes-client-libraries.md - openshift-pipelines.md year: N/A - addition_method: manual https://github.com/kubernetes/community/blob/main/README.md: + addition_method: manual content_hash: 00b2d13fb802d80b65339b63118ec76c99d190434f89d7545e196554b79ff6de gh_license: Apache-2.0 gh_pushed: '2026-05-19T20:41:50Z' @@ -110548,8 +115977,8 @@ https://github.com/kubernetes/community/blob/main/README.md: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://github.com/kubernetes/community/blob/main/sig-scalability/configs-and-limits/thresholds.md: + addition_method: manual content_hash: b0452b2bd261bd1d7b003da3f685eb3e32a43b8d176289cb6a12e1d20aef7c2e gh_license: Apache-2.0 gh_pushed: '2026-05-19T20:41:50Z' @@ -110564,8 +115993,8 @@ https://github.com/kubernetes/community/blob/main/sig-scalability/configs-and-li - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://github.com/kubernetes/community/blob/master/README.md: + addition_method: manual content_hash: d28cde42d4dfdb0d67e46daea15f0e39b9799e43e0b693933462a3c479ce5cd6 description: '' health_score: 100.0 @@ -110575,8 +116004,8 @@ https://github.com/kubernetes/community/blob/master/README.md: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes/community/blob/master/sig-scalability/configs-and-limits/thresholds.md: + addition_method: manual content_hash: bc22af360e812d6bc8184d1dc2c40ca13105c84c48fa8619ad9e3c2c67f08bd8 description: '' health_score: 100.0 @@ -110586,8 +116015,8 @@ https://github.com/kubernetes/community/blob/master/sig-scalability/configs-and- v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes/community/tree/main/icons: + addition_method: manual content_hash: a94c5d163013c2889e7907f2966596a70e3f7aac5e80e4264bbff5846ac09ca5 gh_license: Apache-2.0 gh_pushed: '2026-05-19T20:41:50Z' @@ -110602,8 +116031,8 @@ https://github.com/kubernetes/community/tree/main/icons: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://github.com/kubernetes/community/tree/master/icons: + addition_method: manual content_hash: 39e4162d41bfbbd8f809f8f62084dab0af4f8de8f2459bdacd5fc4bc58337190 description: '' health_score: 100.0 @@ -110613,8 +116042,8 @@ https://github.com/kubernetes/community/tree/master/icons: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://github.com/kubernetes/enhancements: + addition_method: manual content_hash: ca291a0957a964638f787831e058b8bca48c3a81ce364b24d652827f0aa56b3a description: '' gh_license: Apache-2.0 @@ -110633,9 +116062,9 @@ https://github.com/kubernetes/enhancements: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual ? https://github.com/kubernetes/enhancements/blob/ddf7d2a8c098e97b0714f31e88abad3b3e0e706c/keps/sig-node/2837-pod-level-resource-spec/README.md -: content_hash: 514efde5669ab949ed061953638463ffd0d486da2226e83c2875fcba49759e02 +: addition_method: manual + content_hash: 514efde5669ab949ed061953638463ffd0d486da2226e83c2875fcba49759e02 description: '' gh_license: Apache-2.0 gh_pushed: '2026-05-21T18:42:49Z' @@ -110653,8 +116082,8 @@ https://github.com/kubernetes/enhancements: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes/frakti: + addition_method: manual content_hash: 71df0cbdb5c175fad4bbbdf18fec8817f1dc9dfb428b636a87dad3e2cb0366bf description: '' health_score: 100.0 @@ -110664,8 +116093,8 @@ https://github.com/kubernetes/frakti: v1_locations: - docs/container-managers.md year: N/A - addition_method: manual https://github.com/kubernetes/git-sync: + addition_method: manual content_hash: 54fb60738ab0304be0bbda503750926a91de8f8ea4015af1b50073a4c81413d5 description: '' gh_license: Apache-2.0 @@ -110684,8 +116113,8 @@ https://github.com/kubernetes/git-sync: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes/ingress-nginx/issues/7837: + addition_method: manual content_hash: 1c1d77bf149df21c21650a267600a7b8dec80f0bf565ab739db2d18dee177ff4 description: '' health_score: 100.0 @@ -110696,8 +116125,8 @@ https://github.com/kubernetes/ingress-nginx/issues/7837: v1_locations: - docs/securityascode.md year: N/A - addition_method: manual https://github.com/kubernetes/ingress-nginx/releases/tag/controller-v1.0.0: + addition_method: manual content_hash: 8e36825d3044d16b5640f83f8973499012707f04aa25a7302be36dfde538f858 description: '' gh_license: Apache-2.0 @@ -110716,8 +116145,8 @@ https://github.com/kubernetes/ingress-nginx/releases/tag/controller-v1.0.0: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://github.com/kubernetes/kompose: + addition_method: manual content_hash: c6aec9f9d2602c11b5d075ad1df9e258f01a3501a12ebebf1cdb8f6ae0119115 description: '' gh_license: Apache-2.0 @@ -110736,8 +116165,8 @@ https://github.com/kubernetes/kompose: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubernetes/kops: + addition_method: manual ai_summary: The official Kubernetes Operations tool for deploying, scaling, and managing highly available, production-grade Kubernetes clusters on public cloud environments (specifically AWS, with alpha/beta support for GCE, DigitalOcean, @@ -110772,8 +116201,8 @@ https://github.com/kubernetes/kops: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://github.com/kubernetes/kube-state-metrics: + addition_method: manual ai_summary: The official repository for kube-state-metrics. This system service listens to the Kubernetes API server and generates Prometheus-compatible metrics representing the state of objects (such as deployments, pods, and nodes) rather @@ -110805,8 +116234,8 @@ https://github.com/kubernetes/kube-state-metrics: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://github.com/kubernetes/kubeadm: + addition_method: manual ai_summary: The standard bootstrapping engine for establishing conformant Kubernetes clusters. Kubeadm abstracts the complex mechanics of configuring etcd, control plane API components, and node registration into clean `init` and `join` workflows. @@ -110841,8 +116270,8 @@ https://github.com/kubernetes/kubeadm: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://github.com/kubernetes/kubeadm/blob/main/docs/ha-considerations.md: + addition_method: manual ai_summary: Official design documentation specifying strategies for deploying highly available Kubernetes clusters via kubeadm. Details stacked etcd topology versus external etcd clusters, control plane load balancing configurations, and failover @@ -110876,8 +116305,8 @@ https://github.com/kubernetes/kubeadm/blob/main/docs/ha-considerations.md: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/kubernetes/kubernetes/issues/126811: + addition_method: manual content_hash: a1c3d342ed995b5fd57b8a24a6534669f7693e1714e7519e54970986d0cdda90 gh_license: Apache-2.0 gh_pushed: '2026-05-21T23:44:43Z' @@ -110892,8 +116321,8 @@ https://github.com/kubernetes/kubernetes/issues/126811: - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://github.com/kubernetes/kubernetes/pull/73787: + addition_method: manual content_hash: 020eabda6a98fe4d661d9ca9f9cc313d63daeff992fa7e3460f2b4f9edd56753 description: '' gh_license: Apache-2.0 @@ -110912,8 +116341,8 @@ https://github.com/kubernetes/kubernetes/pull/73787: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://github.com/kubernetes/kubernetes/pull/97057: + addition_method: manual content_hash: 6245b0754b1ea7078c605b310b42644b579d9b75a0fbd87a2a283881a03417ed description: '' gh_license: Apache-2.0 @@ -110935,8 +116364,8 @@ https://github.com/kubernetes/kubernetes/pull/97057: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/kubernetes/minikube: + addition_method: manual ai_summary: Minikube remains the standard tool for launching a single-node Kubernetes cluster locally. Supporting VM drivers, bare-metal deployment, and containerized Docker-in-Docker setups, it is a highly trusted local testing platform for developers @@ -110969,8 +116398,8 @@ https://github.com/kubernetes/minikube: - kubernetes-based-devel.md - matrix-table.md year: N/A - addition_method: manual https://github.com/kubernetes/sample-controller: + addition_method: manual content_hash: 9242ef27f616a00eb69f0cb4c3bdbe45f1389caba741a8cd69d6ddf48342ac82 description: '' gh_license: Apache-2.0 @@ -110989,8 +116418,8 @@ https://github.com/kubernetes/sample-controller: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/kubernetes/test-infra/tree/master/prow: + addition_method: manual content_hash: 447aa78c405ff461f5b6babd4a0399c84e1237a811f20e5adac1c77d72818856 description: '' gh_license: Apache-2.0 @@ -111009,8 +116438,8 @@ https://github.com/kubernetes/test-infra/tree/master/prow: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/kubescape/kubescape: + addition_method: manual ai_summary: An open-source Kubernetes security platform and CNCF Sandbox project providing multi-framework compliance scanning, vulnerability assessment, and risk analysis. It automates checks against NSA-CISA, CIS benchmarks, and MITRE ATT&CK @@ -111045,8 +116474,8 @@ https://github.com/kubescape/kubescape: - kubernetes-security.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubescape/regolibrary: + addition_method: manual content_hash: a75dcc4d8e1f244335f31040b321d85865242ba426e72448ac1fae221a4f27aa gh_license: Apache-2.0 gh_pushed: '2026-05-13T16:47:42Z' @@ -111061,8 +116490,8 @@ https://github.com/kubescape/regolibrary: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/kubeshark/kubeshark: + addition_method: manual ai_summary: Kubeshark provides deep API traffic inspection and network analysis for Kubernetes. Operating via eBPF, it captures and decodes L7 protocols (HTTP/2, gRPC, Redis) in real-time, functioning as 'Wireshark for Kubernetes'. @@ -111093,8 +116522,8 @@ https://github.com/kubeshark/kubeshark: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://github.com/kubeshield/identity-server: + addition_method: manual content_hash: 92c55f70c85f144b884d31ed002f04a5d780c47ef8c8f74713a18e8bf2c08904 description: '' health_score: 100.0 @@ -111104,8 +116533,8 @@ https://github.com/kubeshield/identity-server: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubeshop/kusk: + addition_method: manual content_hash: 1687cf1566bec12c28cb5e735dd17748bac735ab1a3274534188e323717d6615 description: '' gh_license: MIT @@ -111124,8 +116553,8 @@ https://github.com/kubeshop/kusk: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubeshop/monokle: + addition_method: manual content_hash: fe40391aa802454c10f642618dd5708b3271873f37a1d06846bb43b009c7d722 description: '' gh_license: MIT @@ -111144,8 +116573,8 @@ https://github.com/kubeshop/monokle: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubeshop/testkube: + addition_method: manual content_hash: 333516f5073b4f469fb82a7fdccfbae63494db5490567540aa0ad00a74ba2e0c description: '' gh_license: NOASSERTION @@ -111164,8 +116593,8 @@ https://github.com/kubeshop/testkube: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubesimplify/ksctl: + addition_method: manual content_hash: e87f298bcd6616cf3dcba6987c41d926d3e85f5ea6cdb3c015f2536d03a7478c description: '' health_score: 100.0 @@ -111175,8 +116604,8 @@ https://github.com/kubesimplify/ksctl: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubesphere/kubeeye: + addition_method: manual content_hash: fc86a43e1d9c8ee21309c3963f3584fdc2a92d5b9ff8d5a4750fad528a9bf5b1 description: '' gh_license: Apache-2.0 @@ -111195,8 +116624,8 @@ https://github.com/kubesphere/kubeeye: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubesphere/kubekey: + addition_method: manual ai_summary: A Go-based command-line utility used to rapidly provision Kubernetes, KubeSphere, and underlying container runtimes (containerd/Docker) on bare metal or cloud instances. Extremely efficient for offline air-gapped installations. @@ -111226,8 +116655,8 @@ https://github.com/kubesphere/kubekey: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/kubetail-org/kubetail: + addition_method: manual content_hash: 8a920a905975edef0c5c269b42676faf7d182b27c89f0e5d87d4e08a212b2d84 description: '' gh_license: Apache-2.0 @@ -111246,8 +116675,8 @@ https://github.com/kubetail-org/kubetail: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubevious/kubevious: + addition_method: manual ai_summary: Kubevious is an open-source Kubernetes dashboard that provides full cluster topology visualization and configuration audits. It detects anti-patterns and validates live manifests, giving developers a clear view of cluster health. @@ -111277,8 +116706,8 @@ https://github.com/kubevious/kubevious: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/kubevirt/kubevirt: + addition_method: manual content_hash: 93de45c2d07a8d3ebda4273b3cc42fc8d20a6664c5a3cf697d174bfde4ca4589 description: '' gh_license: Apache-2.0 @@ -111297,8 +116726,8 @@ https://github.com/kubevirt/kubevirt: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kubevirt/monitoring: + addition_method: manual content_hash: bffae0980193ebc8de2fd4bccd8051905762ea0f96c1d107634f0c3a9739e1ff description: '' gh_license: Apache-2.0 @@ -111317,8 +116746,8 @@ https://github.com/kubevirt/monitoring: v2_locations: - grafana.md year: N/A - addition_method: manual https://github.com/kudobuilder/kuttl: + addition_method: manual content_hash: 6fa4add299264460b44678834f35f1a576132f9774a74b44d13eb3319dccdc37 description: '' gh_license: Apache-2.0 @@ -111337,8 +116766,8 @@ https://github.com/kudobuilder/kuttl: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kuhlman-labs/terraform-azurerm-landing-zone: + addition_method: manual content_hash: 2eaa75d689a628e88b3dbb520f14e2ef6f66f143fc6a594ea980a587305bf8fc description: '' gh_license: MIT @@ -111357,8 +116786,8 @@ https://github.com/kuhlman-labs/terraform-azurerm-landing-zone: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/kunchalavikram1427/Kubernetes_public: + addition_method: manual content_hash: a723089f8e56f02329ab8db8e2df0dd7b0f48add10e47f1313a691489df7b801 description: '' health_score: 100.0 @@ -111374,16 +116803,16 @@ https://github.com/kunchalavikram1427/Kubernetes_public: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/kunchalavikram1427/Kubernetes_public/blob/main/Kubernetes_Commands.txt: + addition_method: manual content_hash: 223f0f708ebb982d9edbd2a8cc1d399f4f6b97feb10ec90635bef39736d44f7a health_score: 100.0 last_checked: 1779130495.012572 needs_ai_refresh: true v1_locations: - docs/cheatsheets.md - addition_method: manual https://github.com/kunchalavikram1427/Kubernetes_public/blob/master/Kubernetes_Commands.txt: + addition_method: manual content_hash: 13c09b5515cfd486af4bebea3470bb3e5d0787f82fe205dbf328ec49571e63ad description: '' health_score: 100.0 @@ -111393,8 +116822,8 @@ https://github.com/kunchalavikram1427/Kubernetes_public/blob/master/Kubernetes_C v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://github.com/kvaps/kubectl-build: + addition_method: manual content_hash: d0f667e1ba015dae639c539d21744de47826c207532c85e03eab0a3bf621f2cb description: '' gh_license: Apache-2.0 @@ -111413,8 +116842,8 @@ https://github.com/kvaps/kubectl-build: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kvaps/kubectl-node-shell: + addition_method: manual content_hash: 821572d5842d9a60a9e78eadc755ec37adc7160df27cc195fa1112399becdfa3 description: '' gh_license: Apache-2.0 @@ -111433,8 +116862,8 @@ https://github.com/kvaps/kubectl-node-shell: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kvdi/kvdi: + addition_method: manual content_hash: 468aa7b334cee8e4586bb0736eff4002678622a00381dad2e282dd6d328ad9ff description: '' health_score: 100.0 @@ -111444,8 +116873,8 @@ https://github.com/kvdi/kvdi: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/kyma-incubator/terraform-provider-kind: + addition_method: manual content_hash: 4306cf29be8ec78880b596214a90afe36630e5bc5b43f69a5e1d95a4bf7e0dac description: '' gh_license: Apache-2.0 @@ -111465,8 +116894,8 @@ https://github.com/kyma-incubator/terraform-provider-kind: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/kyverno/chainsaw: + addition_method: manual content_hash: 8ec36b71959abc5bb1fec653b4f580ec8ee599bd9dad4d625bb3acd65a127449 description: '' gh_license: Apache-2.0 @@ -111485,8 +116914,8 @@ https://github.com/kyverno/chainsaw: v2_locations: - qa.md year: N/A - addition_method: manual https://github.com/kyverno/policies/issues/80: + addition_method: manual content_hash: 56dc9b261465f5af5c2cd715c22e42bd3ba90de38000425350dd702d84d9b410 gh_license: Apache-2.0 health_score: 100.0 @@ -111494,8 +116923,8 @@ https://github.com/kyverno/policies/issues/80: needs_ai_refresh: true v1_locations: - docs/securityascode.md - addition_method: manual https://github.com/kyverno/policy-reporter: + addition_method: manual content_hash: 57598c39357991330ad525c770dc6b40363ef1def87cb6959cf32eee6da14abd description: '' gh_license: MIT @@ -111514,8 +116943,8 @@ https://github.com/kyverno/policy-reporter: v2_locations: - securityascode.md year: N/A - addition_method: manual https://github.com/laurci/kubernate: + addition_method: manual content_hash: 9d731945ce5929b3d8ec046d2be457be9edad6d8f882f37c51c46c53a2f4f8aa description: '' gh_license: MIT @@ -111534,8 +116963,8 @@ https://github.com/laurci/kubernate: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/laurent22/joplin: + addition_method: manual content_hash: 28a2f3937a6875deca73c3aad9383a41ee42e029a9315f1291546d828cbf2801 description: '' gh_license: NOASSERTION @@ -111554,15 +116983,15 @@ https://github.com/laurent22/joplin: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://github.com/lbroudoux/openshift-cases/tree/master/jboss-amq7-custom: + addition_method: manual content_hash: 36e4532d1e380690beaa50e63e932568153d42654569dc5fe21322ecd61d354c health_score: 100.0 last_checked: 1779032552.422215 v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/learning-cloud-native-go/myapp: + addition_method: manual content_hash: fdcb47049f926a28aac5305aa9785cbefbd70dca94e5d5597f3f63627c632e0a description: '' gh_license: MIT @@ -111582,8 +117011,8 @@ https://github.com/learning-cloud-native-go/myapp: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/learnk8s/free-kubernetes: + addition_method: manual content_hash: ef93829251fb7a3dcb1d4f073ed91009b47e7c4e746d5986506e8bdfaf68fb44 description: '' gh_license: Apache-2.0 @@ -111602,8 +117031,8 @@ https://github.com/learnk8s/free-kubernetes: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/learnk8s/k8bit: + addition_method: manual content_hash: bd2a8407aa1502c0c2e15a9b45c8d81e5dd773ac49aa29440111574d62364d86 description: '' health_score: 100.0 @@ -111619,16 +117048,16 @@ https://github.com/learnk8s/k8bit: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/learnk8s/templating-kubernetes: + addition_method: manual content_hash: 780ad11d3fd3d731cede4902c94ac497f902475236f81708ee83ba05c6c85ee3 health_score: 100.0 last_checked: 1779032547.535823 needs_ai_refresh: true v1_locations: - docs/kubernetes.md - addition_method: manual https://github.com/learnk8s/xlskubectl: + addition_method: manual content_hash: 51de01a3870365cccbecf70cc2e5816095794c9e5ec2ce9eb1944dae8bbb64e1 description: '' health_score: 100.0 @@ -111646,8 +117075,8 @@ https://github.com/learnk8s/xlskubectl: - finops.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/leg100/pug: + addition_method: manual content_hash: 7553ba98f6386ab8d8870ffc4bf0b9b839196acae4bb9e71569b5c0331f0d068 description: '' gh_license: MPL-2.0 @@ -111666,8 +117095,8 @@ https://github.com/leg100/pug: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/lensesio/fast-data-dev: + addition_method: manual ai_summary: 'Curator Insight: Highly popular, all-in-one Docker image comprising Kafka, ZooKeeper, Schema Registry, and REST Proxy. Live Grounding: Excellent for local developer validation and integration pipelines needing a pre-wired, enterprise-ready @@ -111698,8 +117127,8 @@ https://github.com/lensesio/fast-data-dev: v2_locations: - message-queue.md year: N/A - addition_method: manual https://github.com/libopenstorage/stork: + addition_method: manual content_hash: e56a2be73bd09f662866098b42e91b8280bd0962218a716b1fc5c5a13c1bacdf description: '' gh_license: Apache-2.0 @@ -111718,8 +117147,8 @@ https://github.com/libopenstorage/stork: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/ligurio/awesome-software-quality: + addition_method: manual content_hash: 06b05e48f77288db0caf645400d7f49ec8793b5c8c820fed5021719c6dfba1d1 description: '' health_score: 100.0 @@ -111730,8 +117159,8 @@ https://github.com/ligurio/awesome-software-quality: - docs/other-awesome-lists.md - docs/qa.md year: N/A - addition_method: manual https://github.com/ligurio/sqa-wiki: + addition_method: manual content_hash: 58595e9f2f9cfc8f49bfb2c58d4e60bff977d3267763da04b3ea1dcb4e27029b gh_license: NOASSERTION gh_pushed: '2023-02-01T15:23:18Z' @@ -111749,8 +117178,8 @@ https://github.com/ligurio/sqa-wiki: - architectural-foundations.md - other-awesome-lists.md - qa.md - addition_method: manual https://github.com/ligyxy/DictMySQL: + addition_method: manual content_hash: 8b48346e017abbd8a1a6a9e0c6dc5aabbe8a03297746a6573e4ac73792885860 description: '' health_score: 100.0 @@ -111761,15 +117190,15 @@ https://github.com/ligyxy/DictMySQL: v1_locations: - docs/python.md year: N/A - addition_method: manual https://github.com/lima-vm/lima: + addition_method: manual content_hash: 241d24eaf7793fb496bb032ada39525e8ba1d1125bb0565a1dfb95e841824de6 health_score: 100.0 last_checked: 1779031459.122502 v1_locations: - docs/docker.md - addition_method: manual https://github.com/line/promgen: + addition_method: manual content_hash: 7dab4f152c70ae0ac92e1efc4aa1d9f14b81ec681dba95dd7bb8dd964245e9b1 description: '' gh_license: MIT @@ -111788,8 +117217,8 @@ https://github.com/line/promgen: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/linkedin/kafka-monitor: + addition_method: manual content_hash: d6018be5cf48d18f45161b64791d57c725300f78533ce7b4acf10a7e373fe053 gh_license: Apache-2.0 health_score: 100.0 @@ -111797,8 +117226,8 @@ https://github.com/linkedin/kafka-monitor: needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/linode/apl-core: + addition_method: manual content_hash: 94ce48bd685d015811625023b3adbf12b5c9bb32c8dbc228eceb8354abcab60a gh_license: Apache-2.0 health_score: 100.0 @@ -111806,8 +117235,8 @@ https://github.com/linode/apl-core: needs_ai_refresh: true v1_locations: - docs/managed-kubernetes-in-public-cloud.md - addition_method: manual https://github.com/liqotech/liqo: + addition_method: manual content_hash: eff12ef7d56854bfd29ddcb5b62362fc8c9e3cb9f6e87794fd34ecf730608fb2 description: '' gh_license: Apache-2.0 @@ -111826,8 +117255,8 @@ https://github.com/liqotech/liqo: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/litmuschaos/litmus: + addition_method: manual content_hash: 1509005a55e84a98d688756a302a6a45007ec076dc94dd8c2f843d97e683b68d description: '' gh_license: Apache-2.0 @@ -111848,8 +117277,8 @@ https://github.com/litmuschaos/litmus: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://github.com/little-angry-clouds/kubectl-ssh-proxy: + addition_method: manual content_hash: 74125b09ed5f30795e3f20d2235cf584d4549e8c62fce881312dfbdc0af4ea46 description: '' gh_license: GPL-3.0 @@ -111868,8 +117297,8 @@ https://github.com/little-angry-clouds/kubectl-ssh-proxy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/lnsp/k8s-crash-informer: + addition_method: manual content_hash: 922b7b2d5fc2a42ff6bf73fbb96ed877b2ee60daa3767e76f207d84bf65d8876 description: '' gh_license: MIT @@ -111888,8 +117317,8 @@ https://github.com/lnsp/k8s-crash-informer: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/localstack/localstack: + addition_method: manual content_hash: f77a6e9165358b0c579cdd1a8fd99c43dd2ae5ab15f70ab26521ac3710f043c8 description: '' gh_license: NOASSERTION @@ -111908,8 +117337,8 @@ https://github.com/localstack/localstack: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://github.com/loft-sh/jspolicy: + addition_method: manual content_hash: 08c5032b6836f85ac8583a0f9c9e0b8642141df8244a0610a44faa0dc0cd5c98 description: '' gh_license: Apache-2.0 @@ -111928,8 +117357,8 @@ https://github.com/loft-sh/jspolicy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/loft-sh/kiosk: + addition_method: manual content_hash: 3d44b8ef74793fa5b29417df1d455e93cae77e5cdb31c72527fecdb4ad0231e8 description: '' gh_license: Apache-2.0 @@ -111949,8 +117378,8 @@ https://github.com/loft-sh/kiosk: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnew: + addition_method: manual content_hash: 88113be655d902e393e71c99ae970bdc9581facd8f873687c25b67df77357996 health_score: 100.0 last_checked: 1779130495.019934 @@ -111962,15 +117391,15 @@ https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnew: - docs/project-management-tools.md v2_locations: - project-management-tools.md - addition_method: manual https://github.com/longhorn/longhorn: + addition_method: manual content_hash: 01a524ae33e45909bee9c0af9f65a2545e674c69ead0d27334eb30a7b40f3e11 health_score: 100.0 last_checked: 1779032800.740806 v1_locations: - docs/rancher.md - addition_method: manual https://github.com/longhorn/longhorn/issues/292: + addition_method: manual content_hash: 24b74089da1c13144fff8d54d0445036cf0a122149e8a79d259d51de36380887 description: '' gh_license: Apache-2.0 @@ -111989,8 +117418,8 @@ https://github.com/longhorn/longhorn/issues/292: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://github.com/lorabv/awesome-agile: + addition_method: manual content_hash: b20e8644d011550e8f450da70fe9bd70a2d33974974ee95b2347845be5a42c63 description: '' gh_license: CC0-1.0 @@ -112010,8 +117439,8 @@ https://github.com/lorabv/awesome-agile: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/lorien/awesome-web-scraping: + addition_method: manual content_hash: 018df52d845cbe28439ba73fd802c7ad398b8cccdf74dfecc4f01f73d7ccb280 description: '' gh_license: NOASSERTION @@ -112031,8 +117460,8 @@ https://github.com/lorien/awesome-web-scraping: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/louislam/uptime-kuma: + addition_method: manual content_hash: 78a24cacb21d53c188d5a18ea7e98aa1b7767e890023ef21ef8b4a8ffd1c2153 description: '' gh_license: MIT @@ -112051,8 +117480,8 @@ https://github.com/louislam/uptime-kuma: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/lsdopen/ahoy: + addition_method: manual content_hash: 9cc3ecfbaa36b33b4ac2815f03d87f6d13ac5846af05a8e24e292bbd0e7a5f1c description: '' gh_license: Apache-2.0 @@ -112071,8 +117500,8 @@ https://github.com/lsdopen/ahoy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/lucidrains/PaLM-rlhf-pytorch: + addition_method: manual content_hash: f9270d91591dcdca60ca5424812f9254fb9cabd721b35e11d837fc86c3bb7200 description: '' gh_license: MIT @@ -112091,8 +117520,8 @@ https://github.com/lucidrains/PaLM-rlhf-pytorch: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/lucky-sideburn/kubeinvaders: + addition_method: manual content_hash: af9a6ab0fbb2bf9f91ff93a65c79bd78ee3bb101608bec7dfa38eca6801603c2 description: '' gh_license: Apache-2.0 @@ -112111,8 +117540,8 @@ https://github.com/lucky-sideburn/kubeinvaders: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/luk4z7/go-concurrency-guide: + addition_method: manual ai_summary: A comprehensive reference repository breaking down Go concurrency primitives like channels, select blocks, and sync packages. Downrated due to lack of recent commits (>4 years). @@ -112141,8 +117570,8 @@ https://github.com/luk4z7/go-concurrency-guide: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/lukaszraczylo/jobs-manager-operator: + addition_method: manual content_hash: 1873e3717284ee21f2c4767fbac33bddb1e092d73f04071e8fb3fa12d93cb921 description: '' health_score: 100.0 @@ -112158,8 +117587,8 @@ https://github.com/lukaszraczylo/jobs-manager-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/lukemurraynz/awesome-azure-architecture: + addition_method: manual content_hash: 2608f80cee1d1f12f6950b51542ffa658347054c8a2d9b993ad3aaf246ede191 description: '' gh_license: CC0-1.0 @@ -112179,8 +117608,8 @@ https://github.com/lukemurraynz/awesome-azure-architecture: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/m9sweeper/m9sweeper: + addition_method: manual content_hash: 813426b55b122cc5e934d1e74f90846fc8b84721025433969551ce82fdb377ca description: '' gh_license: Apache-2.0 @@ -112199,8 +117628,8 @@ https://github.com/m9sweeper/m9sweeper: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/maddevsio/aws-eks-base: + addition_method: manual content_hash: c58a9bfe58679f4f14f7146b26c69d25f38f5b10b4d55381ef9bfc6dcc440322 description: '' gh_license: Apache-2.0 @@ -112220,8 +117649,8 @@ https://github.com/maddevsio/aws-eks-base: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/madhuakula/kubernetes-goat: + addition_method: manual content_hash: 10cd2669733d059557ce9f5b62e48d5f93f98e9ee645889e60ff1cb764373706 description: '' gh_license: MIT @@ -112242,8 +117671,8 @@ https://github.com/madhuakula/kubernetes-goat: - kubernetes-tools.md - demos.md year: N/A - addition_method: manual https://github.com/madisonmay/tracker: + addition_method: manual content_hash: 012724e9b458b66ba4f7ddfb8697137e27c75520d238044184088de13f595c07 description: '' gh_license: MIT @@ -112262,8 +117691,8 @@ https://github.com/madisonmay/tracker: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/magnologan/awesome-k8s-security: + addition_method: manual content_hash: 6f567eff9c68a4165239530c9608e0e3713cd2f901fdd0cf6eed950b24ca0cbc description: '' health_score: 100.0 @@ -112280,8 +117709,8 @@ https://github.com/magnologan/awesome-k8s-security: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/mailtoharshit/Awesome-Api-Management-Tools: + addition_method: manual content_hash: 1e40a85e674c909d7120a38aff58a7ece05ec2010807ba126cff1fd7f893e5f1 description: '' gh_license: MIT @@ -112301,8 +117730,8 @@ https://github.com/mailtoharshit/Awesome-Api-Management-Tools: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/maistra/istio: + addition_method: manual ai_summary: The official GitHub repository for Maistra's modified Istio control plane code. Optimized for multi-tenancy support, advanced security policies, and tight integration within OpenShift environments. @@ -112335,8 +117764,8 @@ https://github.com/maistra/istio: - istio.md - ocp4.md year: N/A - addition_method: manual https://github.com/major/imagebuilder-containerized/blob/main/.github/workflows/main.yml: + addition_method: manual content_hash: 45941b31923e8ab2c5173c5be4a55731e10fd1f10c8b40335cba9d2cbb2aed0d description: '' gh_license: Apache-2.0 @@ -112355,8 +117784,8 @@ https://github.com/major/imagebuilder-containerized/blob/main/.github/workflows/ v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/mancubus77/awesome-sre: + addition_method: manual content_hash: 487dfbd13dc00956e6e3796e62f5f9611ad3e96c902b48ef601419c8ff450b95 description: '' gh_license: CC0-1.0 @@ -112376,8 +117805,8 @@ https://github.com/mancubus77/awesome-sre: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/manuzhang/awesome-streaming: + addition_method: manual ai_summary: A highly curated meta-resource listing frameworks, engine architectures, academic publications, and database connectors within the streaming data ecosystem. Covers key analytical and event-driven technologies. @@ -112406,8 +117835,8 @@ https://github.com/manuzhang/awesome-streaming: - message-queue.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/maorfr/helm-backup: + addition_method: manual ai_summary: A legacy Helm backup plugin designed to preserve state. Modern GitOps workflows with declarative tools like Argo CD and Flux have deprecated the need for manual, stateful Helm backups. @@ -112437,8 +117866,8 @@ https://github.com/maorfr/helm-backup: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/maorfr/kube-tasks: + addition_method: manual content_hash: aecee554afad4bb68e87493e0e260c4bb25965c2d6d6d5d8627a1ffb7de9aead description: '' gh_license: Apache-2.0 @@ -112457,8 +117886,8 @@ https://github.com/maorfr/kube-tasks: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/marcredhat/crcdemos: + addition_method: manual content_hash: 78fd0943533474a5ee60306b81e7995380558c07427b850f68003cd8bc32f01b description: '' health_score: 100.0 @@ -112475,8 +117904,8 @@ https://github.com/marcredhat/crcdemos: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/marketplace/actions/aws-secrets-manager-github-action: + addition_method: manual ai_summary: A specialized action integration that safely pulls active runtime parameters directly from AWS Secrets Manager straight into runner environment memory without leaking variables to disk storage. @@ -112503,8 +117932,8 @@ https://github.com/marketplace/actions/aws-secrets-manager-github-action: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/marketplace/actions/flat-data: + addition_method: manual content_hash: 3ef34d3339aee4d576b3575c01f5c33b29a35255521792a02309394c2f2d4c10 description: '' health_score: 100.0 @@ -112520,8 +117949,8 @@ https://github.com/marketplace/actions/flat-data: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/marketplace?query=publisher%3Aokteto&type=actions: + addition_method: manual ai_summary: Technical documentation showing how to leverage Okteto's custom GitHub actions to spin up on-demand preview namespaces as part of CI validation pipelines. complexity: Intermediate @@ -112548,8 +117977,8 @@ https://github.com/marketplace?query=publisher%3Aokteto&type=actions: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/maruina/aws-auth-manager: + addition_method: manual content_hash: 443820fc520dd680948ab891795f35473f40244ae245d57d9f65188c5e1f3e67 description: '' health_score: 100.0 @@ -112565,8 +117994,8 @@ https://github.com/maruina/aws-auth-manager: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/mattfeltonma/azure-networking-patterns: + addition_method: manual content_hash: 517703fca31b07f199b1117deaae440807703e72d7ef1e31747667f9792c79b0 description: '' gh_license: MIT @@ -112585,8 +118014,8 @@ https://github.com/mattfeltonma/azure-networking-patterns: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/mattmoor/warm-image: + addition_method: manual content_hash: 8f7e6d944492325348993652b4e24c690fce69167312fc0b50472499ab562470 description: '' gh_license: Apache-2.0 @@ -112605,8 +118034,8 @@ https://github.com/mattmoor/warm-image: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/mattpocock/skills: + addition_method: manual ai_summary: A massive, widely vetted resource compiling software engineering methodologies, design schemas, and performance protocols required for elite software delivery. complexity: Advanced @@ -112639,8 +118068,8 @@ https://github.com/mattpocock/skills: - sre.md - devops.md year: N/A - addition_method: manual https://github.com/mautic/docker-mautic: + addition_method: manual content_hash: e8b4399410d2ed7a2f901b1e0ae0597a9d89bd4bdedb0e03763361b2612880e6 description: '' health_score: 100.0 @@ -112656,8 +118085,8 @@ https://github.com/mautic/docker-mautic: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/mbucc/shmig: + addition_method: manual content_hash: fc4485fa3abb16a461b686a86be8e71f0de3c2457fe4952e3cfe3fce82bd70bc description: '' gh_license: BSD-3-Clause @@ -112676,23 +118105,57 @@ https://github.com/mbucc/shmig: v2_locations: - databases.md year: N/A - addition_method: manual https://github.com/mcelep/blog/tree/master/automated-networkpolicy-generation: + addition_method: manual content_hash: a80be46e4ea74bf631c2eebf9bdf866ad1bce351d98d2dd72028e89647e5a655 health_score: 100.0 last_checked: 1779030250.716023 v1_locations: - docs/kubernetes-networking.md - addition_method: manual +https://github.com/mdixon47/azure-hub-spoke-teraform: + addition_method: automatic + ai_summary: An Infrastructure-as-Code repository demonstrating the implementation + of the de-facto standard Azure Hub-and-Spoke networking architecture. This project + helps cloud architects streamline centralized security policies, routing tables, + and spoke segregation using clean, modular Terraform variables. It provides a + foundational template for cloud governance and multi-subscription network topologies. + category: azure + complexity: Intermediate + content_hash: 65f88b9e6082608737541539422a86c5cac32463fb0a9b6e6d0e70aff02bbd3b + description: A modular Terraform configuration template to provision a secure Hub-and-Spoke + virtual network topology in Microsoft Azure. + hierarchy: + - Cloud Architecture + - Microsoft Azure + - Networking Patterns + - Infrastructure as Code + is_microservice: false + language: en + last_checked: 1780352571.556302 + reputation_status: Vetted + reputation_summary: A stable, functional community resource demonstrating Infrastructure-as-Code + setups for standard Azure networking patterns. + resource_type: Repository + social_preview_url: https://opengraph.githubassets.com/74731c0e350dadb8aa38efda5fef3d0423b48e953a5571f311735b82a8461d09/mdixon47/azure-hub-spoke-teraform + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: terraform-azure + tags: + - '[COMMUNITY-TOOL]' + - '[EMERGING]' + title: Azure Hub and Spoke Infrastructure via Terraform + year: '2026' https://github.com/medmouine/Kubernetes-autoscaling-poster/blob/main/k8s-auto-scaling-poster.pdf: + addition_method: manual content_hash: adb4e4153650add0c17153d27e403d821bfab1956c357b748e7c09043a8dd240 health_score: 100.0 last_checked: 1779030232.522137 needs_ai_refresh: true v1_locations: - docs/kubernetes-autoscaling.md - addition_method: manual https://github.com/medyagh/setup-minikube: + addition_method: manual content_hash: c9454a788e19590f4866a44c02725e7af86512b441599f37f5e54435c0a45627 description: '' gh_license: MIT @@ -112704,8 +118167,8 @@ https://github.com/medyagh/setup-minikube: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/mehdihadeli/awesome-go-education: + addition_method: manual content_hash: e364bfce73c5cda204ba97497676595165ed19f4a524c1c5ddad27a60fb6c5a5 description: '' gh_license: CC0-1.0 @@ -112717,15 +118180,15 @@ https://github.com/mehdihadeli/awesome-go-education: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://github.com/mehdihadeli/awesome-software-architecture: + addition_method: manual content_hash: 8441c08170305380cf2d817d1de89ba685c6913827bf9840600c3ccd7be00744 health_score: 100.0 last_checked: 1779033314.01685 v1_locations: - docs/other-awesome-lists.md - addition_method: manual https://github.com/mercedes-benz: + addition_method: manual content_hash: a04b34401eec33a11c1e003a738246a49b57f80acec13d86bf19df525dda9bd1 description: '' health_score: 100.0 @@ -112741,8 +118204,8 @@ https://github.com/mercedes-benz: v2_locations: - customer.md year: N/A - addition_method: manual https://github.com/mesaguy/ansible-prometheus: + addition_method: manual content_hash: efb46d04e84840a5308d214788fa66d0a637b4203da5d2f5314c93cd55efcf3b description: '' gh_license: MIT @@ -112754,8 +118217,8 @@ https://github.com/mesaguy/ansible-prometheus: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/meshery-extensions/helm-kanvas-snapshot: + addition_method: manual ai_summary: An extension designed to capture visual topology snapshots of Helm releases within Meshery. It allows operators to visually audit and document the runtime architecture generated by complex multi-tier Helm installations. @@ -112785,8 +118248,8 @@ https://github.com/meshery-extensions/helm-kanvas-snapshot: v2_locations: - helm.md year: '2024' - addition_method: manual https://github.com/meshery/helm-kanvas-snapshot: + addition_method: manual content_hash: 03f642611aa3dc889876ed0692c9f8e78f5520af3c096b5e3dcef35cec03d76d description: '' health_score: 100.0 @@ -112796,8 +118259,8 @@ https://github.com/meshery/helm-kanvas-snapshot: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://github.com/meshery/meshery: + addition_method: manual content_hash: cd4ebf9da871537b0d3ffc2d05ab44793bfd89849b298e001673dd14b92c6b02 description: '' gh_license: Apache-2.0 @@ -112816,8 +118279,8 @@ https://github.com/meshery/meshery: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/meta-llama/llama-cookbook: + addition_method: manual content_hash: 9a506b09f9ae40b646a591cdc06a847a5e1df82c9334a751e34140efe24d7790 gh_license: MIT gh_pushed: '2026-05-19T18:42:31Z' @@ -112832,8 +118295,8 @@ https://github.com/meta-llama/llama-cookbook: - docs/mlops.md v2_locations: - mlops.md - addition_method: manual https://github.com/meta-llama/llama-recipes: + addition_method: manual content_hash: 6423d8e1d47758ae119cb6542c51c1f2b7ef747eb2f304e42687c94476ccaa3c description: '' health_score: 100.0 @@ -112843,8 +118306,8 @@ https://github.com/meta-llama/llama-recipes: v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://github.com/metacontroller/metacontroller: + addition_method: manual content_hash: 66dff77e1627257c372099d78b831eea7aedbfb92e68bca397b1eb7627397614 description: '' gh_license: Apache-2.0 @@ -112863,8 +118326,8 @@ https://github.com/metacontroller/metacontroller: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/metal3-io/baremetal-operator: + addition_method: manual content_hash: dc2f6ac22fab9bd359033ba982960057a09f06c69a95781d224a22ce47a2160c description: '' gh_license: Apache-2.0 @@ -112883,8 +118346,8 @@ https://github.com/metal3-io/baremetal-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/metal3-io/cluster-api-provider-metal3: + addition_method: manual content_hash: d05d273e8a89f24a348831ecdb7a1698c275fbc390f908a9bb13411b6183c8a1 description: '' gh_license: Apache-2.0 @@ -112903,8 +118366,8 @@ https://github.com/metal3-io/cluster-api-provider-metal3: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/metalbear-co/mirrord: + addition_method: manual content_hash: 9bc9a02aa13d9f815a7d3934bb95a45da30a8ca80e726129ac4534d5fb209c86 description: '' gh_license: MIT @@ -112923,8 +118386,8 @@ https://github.com/metalbear-co/mirrord: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://github.com/metaleapca/metaleap-devops-in-k8s/blob/main/metaleap-devops-in-k8s.pdf: + addition_method: manual content_hash: 6d67ec022fe1cf97f75c294fe5ebd42acb1e143d7e87aff05d2d26bdc9176b3e description: '' gh_license: Apache-2.0 @@ -112944,8 +118407,8 @@ https://github.com/metaleapca/metaleap-devops-in-k8s/blob/main/metaleap-devops-i - kubernetes.md - index.md year: N/A - addition_method: manual https://github.com/metaleapca/metaleap-k8s-troubleshooting/blob/main/metaleap-k8s-troubleshooting.pdf: + addition_method: manual content_hash: a4848dbebd9da7f519e577fd37b483b4cad81b57263bc19c192eaf8fbad4074c description: '' gh_license: Apache-2.0 @@ -112965,8 +118428,8 @@ https://github.com/metaleapca/metaleap-k8s-troubleshooting/blob/main/metaleap-k8 - kubernetes-troubleshooting.md - index.md year: N/A - addition_method: manual https://github.com/metallb/metallb: + addition_method: manual content_hash: 2694a1a92e52f9ae52dcb4614a787c2ebf175487ec0badb7ab5aeb03f84e6f4b gh_license: Apache-2.0 health_score: 100.0 @@ -112974,8 +118437,8 @@ https://github.com/metallb/metallb: needs_ai_refresh: true v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://github.com/metalmatze/slo-libsonnet: + addition_method: manual content_hash: feb7e878b82aa18caf86c8978295590f8c1d0a649f8de5a841f8e1e99778cede description: '' gh_license: Apache-2.0 @@ -112994,8 +118457,8 @@ https://github.com/metalmatze/slo-libsonnet: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/mfornos/awesome-microservices: + addition_method: manual content_hash: b36ed8b0fc45720da05a239e4a5e188a9ec9940b9552348a44328f2efd40d3d7 description: '' gh_license: CC0-1.0 @@ -113015,8 +118478,8 @@ https://github.com/mfornos/awesome-microservices: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/mhausenblas/openshift-cheat-sheet: + addition_method: manual content_hash: 565bfc583e997bc96494707f3ba13acc7c64c964885f851f134806ae20d3569f description: '' gh_license: Apache-2.0 @@ -113035,8 +118498,8 @@ https://github.com/mhausenblas/openshift-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/mhlabs/cfn-diagram: + addition_method: manual content_hash: 51a543f43e0db426a425bca84b60bfbe5e2f9427f65ac456445ee76b70a72154 description: '' health_score: 100.0 @@ -113052,8 +118515,8 @@ https://github.com/mhlabs/cfn-diagram: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://github.com/mholt/json-to-go: + addition_method: manual ai_summary: Curator Insight presents json-to-go as a developer productivity tool that instantaneously translates JSON strings into Go struct definitions. Live Grounding highlights its enduring status as a daily utility for web backend engineers @@ -113084,8 +118547,8 @@ https://github.com/mholt/json-to-go: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/michaelmsonne/AzureDevOpsBackupTool: + addition_method: manual content_hash: d46257cdc2f42908b9f224e8bf0d63009c3a64839114bbc3450b144658f1466a description: '' gh_license: GPL-3.0 @@ -113104,8 +118567,8 @@ https://github.com/michaelmsonne/AzureDevOpsBackupTool: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/michaelneale/jenkins-ci.org-docker: + addition_method: manual content_hash: 0fc453b4790903772c2e4c0d5fc37debf0020b089b9d70ebf234438149fd279d description: '' health_score: 100.0 @@ -113121,8 +118584,8 @@ https://github.com/michaelneale/jenkins-ci.org-docker: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/micnncim/kubectl-reap: + addition_method: manual content_hash: f20753206f631ee679b227835b58f7141bc431f3d1337121e9e697b672d10f42 description: '' gh_license: Apache-2.0 @@ -113144,8 +118607,8 @@ https://github.com/micnncim/kubectl-reap: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/micro/go-micro: + addition_method: manual ai_summary: Curator Insight introduces go-micro as a distributed systems development framework providing key abstractions for microservices. Live Grounding notes its journey through corporate and open-source licensing changes, yet it remains a @@ -113177,8 +118640,8 @@ https://github.com/micro/go-micro: v2_locations: - golang.md year: '2025' - addition_method: manual https://github.com/microsoft/ARI: + addition_method: manual content_hash: c440e8f65441bac17e7077ed37d8b715cc3da6af28c8ea12bba07094f0ad86b0 description: '' gh_license: MIT @@ -113197,8 +118660,8 @@ https://github.com/microsoft/ARI: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/microsoft/CBL-Mariner: + addition_method: manual content_hash: b101d0a5a639b3d0bd80e0313053988952cd929fe83e64eab94f0cafd0cc0cfe description: '' health_score: 100.0 @@ -113208,8 +118671,8 @@ https://github.com/microsoft/CBL-Mariner: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://github.com/microsoft/Git-Credential-Manager-Core: + addition_method: manual content_hash: dd260b672af5cf39e8805dc84d087cb581fe46d4675ed61c72c950ce63769d20 description: '' health_score: 100.0 @@ -113219,8 +118682,8 @@ https://github.com/microsoft/Git-Credential-Manager-Core: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://github.com/microsoft/InnerEye-Gateway: + addition_method: manual content_hash: d0def205954bbc26b52c7d09dd9e56eecfd17f779210661b45fbd423f79e89ab description: '' gh_license: MIT @@ -113232,8 +118695,8 @@ https://github.com/microsoft/InnerEye-Gateway: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://github.com/microsoft/ML-For-Beginners: + addition_method: manual ai_summary: A comprehensive 12-week, 26-lesson curriculum covering classical machine learning using Scikit-learn. Developed by Microsoft, it offers a hands-on, project-based approach for developers establishing foundational ML knowledge. Ideal for platform @@ -113265,15 +118728,61 @@ https://github.com/microsoft/ML-For-Beginners: v2_locations: - ai.md year: N/A - addition_method: manual https://github.com/microsoft/NubesGen: + addition_method: manual content_hash: 10ecaead8e333273e9801fc8824bc58e6328c74017ead38faca6c97307ce3e7e health_score: 100.0 last_checked: 1779030296.357178 v1_locations: - docs/azure.md - addition_method: manual +https://github.com/microsoft/Webwright: + addition_method: automatic + ai_summary: 'A SOTA terminal-native browser automation framework released by Microsoft + Research designed to solve long-horizon web tasks. + + - **Architectural Value**: Shifts the paradigm from sequential point-and-click + step predictions to a code-composition workflow. + + - **Key Features**: Equips the LLM with a local bash environment to dynamically + write and execute custom Playwright scripts, capturing critical logs and screenshots + within isolated environments. + + - **Technical Significance**: Achieves 60.1% accuracy on the Odysseys benchmark + using basic models, presenting a major threat to resource-intensive browser-native + agent architectures.' + category: ai-agents-mcp + complexity: advanced + content_hash: b653cf509a4c048131e4a442efe7ccd9286059f28e5caec9085401680cf22733 + description: A simple SWE-style browser agent framework that achieves SOTA results + on long-horizon web tasks. + gh_license: MIT + gh_pushed: '2026-05-29T23:41:31Z' + gh_stars: 4720 + hierarchy: + - AI and Machine Learning + - AI Agents + - Web Automation + - Webwright Framework + is_microservice: false + language: en + last_checked: 1780352544.370264 + reputation_status: Vetted + reputation_summary: Released by Microsoft Research in May 2026, Webwright has quickly + gained massive acclaim for achieving SOTA long-horizon web browsing scores using + a simple terminal-native Playwright code-writing paradigm. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/62a380d37d06c01ec2c5420a0fb9d85eb90517ab69efc90b2e748f36c5f500bd/microsoft/Webwright + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + - '[COMMUNITY-TOOL]' + title: Microsoft Webwright + year: '2026' https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md: + addition_method: manual content_hash: 5ab50b2ef8d914aa337c818226259fd7bc8346878bdd1b8339ce95125f1cce30 description: '' gh_license: NOASSERTION @@ -113292,8 +118801,8 @@ https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/microsoft/azure-devops-mcp: + addition_method: manual ai_summary: An official Microsoft MCP server repository enabling AI Agents (like Claude or GitHub Copilot) to interact seamlessly with Azure DevOps. Allows agents to manage work items, query repositories, inspect pipeline logs, and orchestrate @@ -113328,8 +118837,8 @@ https://github.com/microsoft/azure-devops-mcp: - azure.md - cicd.md year: N/A - addition_method: manual https://github.com/microsoft/azure-digital-twins-postman-samples: + addition_method: manual content_hash: 1e7d3b110e64cd78964177357387fa23bcaa96ffab9b98f9ff176eda0af727b9 description: '' gh_license: MIT @@ -113348,8 +118857,8 @@ https://github.com/microsoft/azure-digital-twins-postman-samples: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/microsoft/azure-pipelines-tasks: + addition_method: manual content_hash: 089cfad9479f2a09702703f720100c150312ab62961d5cbbd5bb67569e2625e0 description: '' gh_license: MIT @@ -113368,8 +118877,8 @@ https://github.com/microsoft/azure-pipelines-tasks: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/microsoft/azure-pipelines-yaml: + addition_method: manual content_hash: fc49a0157eaa8405aeae08f6311f3feef42ccebd3d26f2f3a7de95f1965d442d description: '' gh_license: MIT @@ -113388,8 +118897,8 @@ https://github.com/microsoft/azure-pipelines-yaml: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/microsoft/azure-pipelines-yaml/blob/master/templates/maven.yml: + addition_method: manual content_hash: e1e184aad99b517728ded543ad86353301c0186c64e696af498760b29b485580 description: '' gh_license: MIT @@ -113408,8 +118917,47 @@ https://github.com/microsoft/azure-pipelines-yaml/blob/master/templates/maven.ym v2_locations: - azure.md year: N/A - addition_method: manual +https://github.com/microsoft/azure-skills: + addition_method: automatic + ai_summary: The official Microsoft Azure Skills repository, implementing an Model + Context Protocol (MCP) server that exposes over 200 structured tools across 40+ + Azure services to AI agents. It equips agentic hosts with the execution layer + needed to query costs, list resource states, diagnose infrastructure failures, + and trigger automated Azure-native workflows. By standardizing Azure API interactions + under the MCP framework, it bridges declarative agent planning with direct cloud + management capabilities. + category: ai-agents-mcp + complexity: advanced + content_hash: c1900fc313f531d7e5453b70291e5d345eace4e7c81726452af68afe65c0dde3 + description: Official Azure skills plugin and Model Context Protocol (MCP) server + providing agents with rich tools to query, manage, and diagnose 40+ Azure services. + gh_license: MIT + gh_pushed: '2026-06-01T16:19:35Z' + gh_stars: 1127 + hierarchy: + - Artificial Intelligence + - Model Context Protocol + - Cloud Integrations + - Azure Skills + is_microservice: false + language: en + last_checked: 1780352828.641466 + reputation_status: Vetted + reputation_summary: Highly active and officially maintained Microsoft repository + delivering Azure integrations for the Model Context Protocol (MCP). + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/b2fa5e3c4dde18696f5403f3a038a0d5bfe83a0f691dd1f312bc99f336f8760c/microsoft/azure-skills + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: Microsoft Azure Skills (MCP Server) + year: '2026' https://github.com/microsoft/azure_arc: + addition_method: manual content_hash: ee9eb187cc724bf6c6a6f48aa2467c7999388b6d26a575a43419ccfb7000c1fc description: '' gh_license: CC-BY-4.0 @@ -113428,8 +118976,8 @@ https://github.com/microsoft/azure_arc: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/microsoft/azurelinux: + addition_method: manual content_hash: 7b1392a64f515c980e345c83a648e9e6f479fa1f43efe13619bdedf862b140b3 gh_license: MIT gh_pushed: '2026-05-22T11:24:15Z' @@ -113444,8 +118992,8 @@ https://github.com/microsoft/azurelinux: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://github.com/microsoft/contosotraders-cloudtesting: + addition_method: manual content_hash: db68f66a08e2354e117180bbad787f1197df03878cfa213bc9aeca290f6ea96a description: '' gh_license: MIT @@ -113464,8 +119012,8 @@ https://github.com/microsoft/contosotraders-cloudtesting: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/microsoft/dicom-server: + addition_method: manual content_hash: bda9e920e062fd2085035748c1fd0056e9ad436c45711897a668e4f5ea08d40e description: '' gh_license: MIT @@ -113477,8 +119025,8 @@ https://github.com/microsoft/dicom-server: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://github.com/microsoft/entraexporter: + addition_method: manual content_hash: 2f0ffcfeeaaa6b7489563030b937e36b22511a7415f64e42703a6ef22dcb68be description: '' gh_license: MIT @@ -113501,8 +119049,8 @@ https://github.com/microsoft/entraexporter: - azure.md - devops.md year: N/A - addition_method: manual https://github.com/microsoft/fhir-server: + addition_method: manual content_hash: 4620f319dc536da8819e87d36d4f7e52c0171ffa1ca36f0dde63a957b885373a description: '' gh_license: MIT @@ -113514,8 +119062,8 @@ https://github.com/microsoft/fhir-server: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://github.com/microsoft/finops-toolkit: + addition_method: manual content_hash: c8f11317be8ef904002779b7d610efe0573b8d99bfa1d42be1c7441ec7c4764e description: '' gh_license: MIT @@ -113534,8 +119082,8 @@ https://github.com/microsoft/finops-toolkit: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/microsoft/mindaro: + addition_method: manual content_hash: 21fe8346e03b4c4c11ac2d27328a4d90a23ca24628e717e01c8f7d9b6516fbd2 description: '' gh_license: MIT @@ -113554,8 +119102,8 @@ https://github.com/microsoft/mindaro: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://github.com/microsoft/pyright: + addition_method: manual content_hash: d44ddd61b0d9e397f6d38865b2ee0782fbc87b6aa2c93edd50a66d8df5639046 description: '' gh_license: NOASSERTION @@ -113574,8 +119122,8 @@ https://github.com/microsoft/pyright: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/microsoft/retina: + addition_method: manual ai_summary: Microsoft Retina is a highly advanced, eBPF-powered network observability platform for Kubernetes. It aggregates deep network metrics, handles connection tracking, and performs distributed packet captures transparently. @@ -113605,8 +119153,8 @@ https://github.com/microsoft/retina: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0: + addition_method: manual content_hash: 061897ab0f9a378e00671946a16c11a1c51580c4d6dcc8b44686e7f4139d4333 description: '' gh_license: MIT @@ -113625,8 +119173,8 @@ https://github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/microsoft/vscode-python: + addition_method: manual content_hash: 7e94ba701595440394a6e1b3c1e4db8bff6585866ff98ba59e19eb6a29b6215a description: '' gh_license: MIT @@ -113645,8 +119193,8 @@ https://github.com/microsoft/vscode-python: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://github.com/microsoft/winget-cli: + addition_method: manual content_hash: 6e43e40685a1329aa32bbe74a24ffe73fc73eede3fb7f7ef51a4123c7159c6fb description: '' gh_license: MIT @@ -113667,8 +119215,8 @@ https://github.com/microsoft/winget-cli: - linux-dev-env.md - azure.md year: N/A - addition_method: manual https://github.com/microsoftgraph/msgraph-sdk-powershell: + addition_method: manual content_hash: 62408e2106734f6b076d7b7d1c820871d89a95cef3534e4995e3d90ccf283f28 description: '' gh_license: NOASSERTION @@ -113687,8 +119235,8 @@ https://github.com/microsoftgraph/msgraph-sdk-powershell: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/microtica/gitops-resources: + addition_method: manual content_hash: 4148ee811d6731bb350509b86a0ffa7faf7c005260c8bb17ae5670c6fee26810 description: '' health_score: 100.0 @@ -113705,8 +119253,8 @@ https://github.com/microtica/gitops-resources: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/migtools/crane: + addition_method: manual content_hash: 8ea4607b6555b5b52d9517623db78772567121df9f7a9174fbef56df9af59fda gh_license: Apache-2.0 gh_pushed: '2026-05-21T14:39:18Z' @@ -113721,8 +119269,8 @@ https://github.com/migtools/crane: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://github.com/miguelmota/golang-for-nodejs-developers: + addition_method: manual ai_summary: A comparison manual translating Node.js practices and architectural paradigms into native Go-based idioms like goroutines, structures, and native channels. @@ -113753,8 +119301,8 @@ https://github.com/miguelmota/golang-for-nodejs-developers: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/mikefarah/yq: + addition_method: manual content_hash: b7a31327a49b5a01e80f6a8df5f9ddf7f46de3b3333e20339a7f77be44068acd description: '' gh_license: MIT @@ -113766,8 +119314,8 @@ https://github.com/mikefarah/yq: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/mikefrank-ca/bitbucket-auto-merge: + addition_method: manual content_hash: 048845a2716b084ad8d0f6c229457fb1c7a4d2f51943eddce3d75bcc08b15ff9 health_score: 100.0 last_checked: 1779130494.932004 @@ -113779,8 +119327,8 @@ https://github.com/mikefrank-ca/bitbucket-auto-merge: - docs/git.md v2_locations: - git.md - addition_method: manual https://github.com/mikeroyal/Kubernetes-Guide: + addition_method: manual content_hash: 9944c6f547ac65e1e15ef560dad2ded347b88af42423ade0d25ad781620bb3f1 description: '' health_score: 100.0 @@ -113797,8 +119345,8 @@ https://github.com/mikeroyal/Kubernetes-Guide: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/mikeroyal/Kubernetes-Guide/blob/main/README.md: + addition_method: manual content_hash: e374d436342b70813c900a5c3f760ad4ee0c5ce2ac6b4b44cd64bdc5d7cfc132 description: '' health_score: 100.0 @@ -113814,8 +119362,8 @@ https://github.com/mikeroyal/Kubernetes-Guide/blob/main/README.md: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/mikeroyal/OpenShift-Guide: + addition_method: manual content_hash: 974e648a506992164bf1cd5aaec3bded413576db9a558956929be7f413ba9be9 description: '' health_score: 100.0 @@ -113831,8 +119379,8 @@ https://github.com/mikeroyal/OpenShift-Guide: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/mikzuit/fair-job-offer: + addition_method: manual ai_summary: A simple open-source calculator designed to analyze and evaluate developer employment contracts and job offer structures. The project is currently deprioritized due to lack of commit activity over the last four years. @@ -113862,8 +119410,8 @@ https://github.com/mikzuit/fair-job-offer: v2_locations: - recruitment.md year: N/A - addition_method: manual https://github.com/milanm/DevOps-Roadmap: + addition_method: manual content_hash: e8bd6c3679a539b713a836931e283891cac944c3ae4309905b61e377fecfc5f4 description: '' gh_license: Apache-2.0 @@ -113886,8 +119434,8 @@ https://github.com/milanm/DevOps-Roadmap: - devops.md - iac.md year: N/A - addition_method: manual https://github.com/mineiros-io/terramate: + addition_method: manual content_hash: 42bd28f835ee1bc496f6489ce7d2ef163baf41ae2061ac27c1f21cc1f4108071 description: '' health_score: 100.0 @@ -113897,8 +119445,8 @@ https://github.com/mineiros-io/terramate: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://github.com/mingrammer/diagrams: + addition_method: manual content_hash: 55db708ce5d58604dfbdc548af681681a7ed911d8492caf92cb853c01fa398c1 description: '' gh_license: MIT @@ -113917,15 +119465,15 @@ https://github.com/mingrammer/diagrams: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://github.com/minishift/minishift/releases: + addition_method: manual content_hash: 3ef77082f7ff5f1e098bea6ae8a7cc430d69b7119b7180e16ddf03da60a4c28c health_score: 100.0 last_checked: 1779031983.385586 v1_locations: - docs/ocp4.md - addition_method: manual https://github.com/ministryofjustice/modernisation-platform/tree/main/architecture-decision-record: + addition_method: manual ai_summary: The official Architecture Decision Records (ADRs) of the UK Ministry of Justice Modernisation Platform. This repository serves as a world-class case study for documenting enterprise cloud architecture and governance strategies. @@ -113957,8 +119505,8 @@ https://github.com/ministryofjustice/modernisation-platform/tree/main/architectu v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://github.com/miracle2k/k8s-snapshots: + addition_method: manual content_hash: 3d691e1e2bfc6238173f581573e8f2f60773b10969b0536ab617e09aaf0f89eb description: '' gh_license: BSD-2-Clause @@ -113977,8 +119525,47 @@ https://github.com/miracle2k/k8s-snapshots: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual +https://github.com/mishushakov/llm-scraper: + addition_method: automatic + ai_summary: An elegant TypeScript and Playwright-powered scraping library that leverages + local or cloud LLMs (including GGUF and OpenAI) to extract structured, schema-validated + JSON data from any web interface. By relying on LLM semantic understanding rather + than brittle CSS selectors, it remains resilient to layout changes and can intelligently + navigate dynamic SPAs. It provides native schema integration with Garph or Zod, + offering a robust approach for converting unstructured web documentation into + machine-readable datasets for LLMs and agent retrieval. + category: ai-agents-mcp + complexity: Advanced + content_hash: 11914b1c7d4a8956a620b78b0e99e3424816861693ef998389060f4d32028905 + description: TypeScript library leveraging LLMs to convert any webpage into schema-validated + structured data. + gh_license: MIT + gh_pushed: '2026-04-13T17:42:00Z' + gh_stars: 6766 + hierarchy: + - AI + - Web Scraping + - Data Extraction + - Developer Tools + is_microservice: false + language: en + last_checked: 1780352148.493964 + reputation_status: Vetted + reputation_summary: Strong community vetting as a robust and flexible LLM-powered + scraping framework with multi-model support. + resource_type: GitHub Repository + social_preview_url: https://opengraph.githubassets.com/1058235305093fd11a3349d178fe1e7624090c2900d472bf5dd201b7de3001dc/mishushakov/llm-scraper + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: data-scraping + tags: + - EMERGING + - COMMUNITY-TOOL + title: LLM Scraper + year: '2024' https://github.com/mislav/hub: + addition_method: manual ai_summary: Curator Insight highlights 'hub' as the classic command-line utility wrapping Git to simplify GitHub-specific tasks. Live Grounding verifies that the repository is officially archived by GitHub in favor of the newer 'gh' CLI. It @@ -114011,8 +119598,8 @@ https://github.com/mislav/hub: v2_locations: - git.md year: '2022' - addition_method: manual https://github.com/mitchellh/terraform-provider-multispace: + addition_method: manual content_hash: c478a3c341119b111c8eea807005a1e63dc3aee38db483f272f06a8f8adf88af description: '' gh_license: MPL-2.0 @@ -114031,8 +119618,8 @@ https://github.com/mitchellh/terraform-provider-multispace: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/mithi/react-philosophies: + addition_method: manual ai_summary: A curated philosophy repository outlining architectural rules for designing highly maintainable React components. Promotes declarative clean code patterns, separation of concerns, and effective state models. @@ -114062,8 +119649,8 @@ https://github.com/mithi/react-philosophies: v2_locations: - javascript.md year: N/A - addition_method: manual https://github.com/mittwald/kube-httpcache: + addition_method: manual content_hash: 268e6dd1f6d7203d7fe58773ad6fe52dc5e3cee2d2a128765a0f4b589d2912a8 description: '' gh_license: MIT @@ -114082,8 +119669,8 @@ https://github.com/mittwald/kube-httpcache: v2_locations: - caching.md year: N/A - addition_method: manual https://github.com/mittwald/kubernetes-secret-generator: + addition_method: manual content_hash: 869a5470f61705d827cd5b5f42047335c8749a867b4e46abc016ae3d2954d67c description: '' gh_license: Apache-2.0 @@ -114102,8 +119689,8 @@ https://github.com/mittwald/kubernetes-secret-generator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/mivano/azure-cost-cli: + addition_method: manual content_hash: 8a986352ce0fcb9452ebb54ae864c000435891c68701348b74e240aac0ab3391 description: '' gh_license: Apache-2.0 @@ -114122,8 +119709,8 @@ https://github.com/mivano/azure-cost-cli: v2_locations: - finops.md year: N/A - addition_method: manual https://github.com/miztiik/AWS-Demos: + addition_method: manual content_hash: bd838b9de61ff01365ffe131b166c40c1bc35ef356113f5cceb23eeb19022f7e description: '' health_score: 100.0 @@ -114139,8 +119726,8 @@ https://github.com/miztiik/AWS-Demos: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/mkubaczyk/helmsman: + addition_method: manual ai_summary: An advanced tool designed to manage Helm releases declaratively as code. Supporting GitOps principles, Helmsman processes desired state files to automatically update, clean, or track installations across dynamic clusters. @@ -114170,8 +119757,8 @@ https://github.com/mkubaczyk/helmsman: v2_locations: - helm.md year: '2024' - addition_method: manual https://github.com/mlabonne/llm-course: + addition_method: manual ai_summary: A leading structured course for mastering LLM technology. Covers quantization strategies, LoRA fine-tuning, direct preference optimization (DPO), and advanced retrieval-augmented generation (RAG) paradigms. @@ -114201,8 +119788,8 @@ https://github.com/mlabonne/llm-course: v2_locations: - ai.md year: N/A - addition_method: manual https://github.com/mlabouardy/grafana-dashboards: + addition_method: manual content_hash: 02a05b5ebaf5e334f6df5c472087a5415c167625b6791d6c2bce87c95b5d40f2 description: '' health_score: 100.0 @@ -114218,8 +119805,8 @@ https://github.com/mlabouardy/grafana-dashboards: v2_locations: - grafana.md year: N/A - addition_method: manual https://github.com/mlabouardy/nexus-cli: + addition_method: manual ai_summary: A custom command-line interface helper for managing Nexus repository clusters, written in Go. The repository is unmaintained with no commit activity in over four years. @@ -114249,8 +119836,8 @@ https://github.com/mlabouardy/nexus-cli: v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/mlrun/mlrun: + addition_method: manual content_hash: b4762640bf0c7d3885cd5eca6eaef3e2ff68f4c45f7802dcde2797f4e1416598 description: '' gh_license: Apache-2.0 @@ -114269,8 +119856,8 @@ https://github.com/mlrun/mlrun: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/mmmmmmpc/forklift-configmap-service: + addition_method: manual content_hash: fa66c439bd4d117f2d253f28cecbe9089ce09afc9054c652d386726a357e7b93 gh_license: Apache-2.0 gh_pushed: '2021-09-22T14:00:12Z' @@ -114285,8 +119872,8 @@ https://github.com/mmmmmmpc/forklift-configmap-service: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/moabukar/tech-vault: + addition_method: manual ai_summary: Curator Insight curates a rich repository containing system design, cheat sheets, and technical books. Live Grounding highlights the repository's massive community popularity for quick-reference cloud architecture learning. @@ -114318,8 +119905,8 @@ https://github.com/moabukar/tech-vault: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://github.com/modelcontextprotocol/servers: + addition_method: manual ai_summary: 'Curator Insight: Primary collection of production-grade Model Context Protocol (MCP) servers. @@ -114351,8 +119938,8 @@ https://github.com/modelcontextprotocol/servers: v2_locations: - ai-agents-mcp.md year: N/A - addition_method: manual https://github.com/moditect/jfrunit: + addition_method: manual content_hash: 6bb37b669daadec1c6bd53a9682eb004aa85746e3305e876be052de34b6bfe22 description: '' gh_license: Apache-2.0 @@ -114371,8 +119958,8 @@ https://github.com/moditect/jfrunit: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://github.com/mogensen/helm-changelog: + addition_method: manual ai_summary: A CLI utility designed to automatically assemble neat changelogs for Helm charts by parsing git repository commit history. It simplifies publishing notes by keeping track of charts updates over multiple releases. @@ -114404,8 +119991,8 @@ https://github.com/mogensen/helm-changelog: - helm.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/mohanad86/secure-ssh-python: + addition_method: manual ai_summary: 'A lightweight python-based wrapper designed to manage, secure, and automate SSH connections, preventing session dropouts and hardening connection authentication parameters dynamically. Double-Evidence: This utility provides @@ -114435,8 +120022,8 @@ https://github.com/mohanad86/secure-ssh-python: v2_locations: - linux.md year: N/A - addition_method: manual https://github.com/mohatb/kubectl-exec: + addition_method: manual content_hash: 3549810e43c51fd68757c68486b397cc1ac40a15f3a963f12fe3e4642059274b description: '' gh_license: Apache-2.0 @@ -114455,8 +120042,8 @@ https://github.com/mohatb/kubectl-exec: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/monksy/awesome-kafka/blob/master/tools.md: + addition_method: manual ai_summary: A rich community collection of operational utilities, libraries, and GUI packages optimized for developers and administrators deploying and scaling Apache Kafka systems. @@ -114485,8 +120072,8 @@ https://github.com/monksy/awesome-kafka/blob/master/tools.md: - message-queue.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/monodot/pipeline-library-demo: + addition_method: manual content_hash: 301d62aa31c1b716f393af4152f147d6562e00bee25286f1e1ce4aa58dd656d4 description: '' health_score: 100.0 @@ -114496,8 +120083,8 @@ https://github.com/monodot/pipeline-library-demo: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/moule3053/mck8s: + addition_method: manual content_hash: b83b59fdec53464c7fd0e7f18aa8edd2c4445f518b3fa4a6f5293f4479e1a4c2 description: '' gh_license: Apache-2.0 @@ -114516,8 +120103,8 @@ https://github.com/moule3053/mck8s: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/mozilla/sops: + addition_method: manual content_hash: 8d6ee771f290b2a6417127c57c2091091c0729a52f006b7eb9e4eae061d70b46 description: '' health_score: 100.0 @@ -114528,8 +120115,8 @@ https://github.com/mozilla/sops: - docs/devsecops.md - docs/terraform.md year: N/A - addition_method: manual https://github.com/mperezco/forklift-configmap-service: + addition_method: manual content_hash: c04babd3ae496581d3395b0e59eec24b81915748e83275a9bd78461e45d4f427 description: '' health_score: 100.0 @@ -114539,8 +120126,8 @@ https://github.com/mperezco/forklift-configmap-service: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/mramanathan/ansible-harbor: + addition_method: manual ai_summary: Legacy Ansible playbook for Harbor deployment orchestration. It lacks modern feature updates and is deprecated in favor of Kubernetes-native Helm-based deployments. @@ -114568,8 +120155,8 @@ https://github.com/mramanathan/ansible-harbor: v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/mrcodedev/frontend-developer-resources: + addition_method: manual content_hash: 82e43fd6826fa0274e757f16f8ec7473e5d63e8fcdacae064b34d0c23f67d342 description: '' gh_license: MIT @@ -114588,8 +120175,8 @@ https://github.com/mrcodedev/frontend-developer-resources: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://github.com/msfidelis/kubernetes-with-cri-o: + addition_method: manual content_hash: 0bb0f81b0d87d0e5fa466db80d253446767bfa6b60d970bd6bd9d3e8dfcb37c6 description: '' gh_license: MIT @@ -114608,8 +120195,8 @@ https://github.com/msfidelis/kubernetes-with-cri-o: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/mspnp/AzureNamingTool: + addition_method: manual content_hash: 1b2388251576bb22987c23c4f4678950ee53aa84dc1c01b281688456f9295bb6 description: '' gh_license: MIT @@ -114628,8 +120215,8 @@ https://github.com/mspnp/AzureNamingTool: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/mudler/LocalAI: + addition_method: manual ai_summary: 'Curator Insight: A self-hosted, community-first OpenAI-compatible API gateway running on local hardware. @@ -114662,8 +120249,8 @@ https://github.com/mudler/LocalAI: v2_locations: - ai-agents-mcp.md year: '2023' - addition_method: manual https://github.com/mumoshu/helm-x: + addition_method: manual ai_summary: Helm X is an experimental plugin extending Helm capabilities with enhanced templating features. While originally useful, modern Helm development has rendered this tool obsolete, and lack of active commits makes it a legacy reference. @@ -114694,8 +120281,8 @@ https://github.com/mumoshu/helm-x: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/mustafakaya/Azure-Reliability-Checker-Tool: + addition_method: manual content_hash: a16c1e5a72c844d9a90d03af8e260bdd1f76b5d1fcf482bebd5f3874dc6e53a2 description: '' health_score: 100.0 @@ -114711,8 +120298,8 @@ https://github.com/mustafakaya/Azure-Reliability-Checker-Tool: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/muxinc/certificate-expiry-monitor: + addition_method: manual content_hash: 2da52fe7422494323339b90394664b4e2013efc9081c24eaa98076ae408f15b7 description: '' gh_license: MIT @@ -114731,8 +120318,8 @@ https://github.com/muxinc/certificate-expiry-monitor: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/mxschmitt/action-tmate: + addition_method: manual ai_summary: The definitive tool for debugging failing GitHub Actions runner environments. This action opens an interactive, secure shell (SSH or Web TUI) terminal session on the live GHA runner, allowing developers to execute shell commands, inspect @@ -114769,8 +120356,8 @@ https://github.com/mxschmitt/action-tmate: - cicd.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/myspotontheweb/gitops-workloads-demo: + addition_method: manual ai_summary: 'Curator Insight: Comprehensive demo repository showcasing real-world GitOps workload configurations, structuring apps and infra dependencies. Live Grounding: Excellent structural blueprint for organizing multi-tenant environments, @@ -114799,15 +120386,15 @@ https://github.com/myspotontheweb/gitops-workloads-demo: v2_locations: - argo.md year: N/A - addition_method: manual https://github.com/mysticrenji/jenkins-cicd-pipelines: + addition_method: manual content_hash: e3791be07f4ca26ef2f951ef9473024ff66bd579071a24ee4aa06da97fe91420 health_score: 100.0 last_checked: 1779033735.886375 v1_locations: - docs/jenkins.md - addition_method: manual https://github.com/myugan/awesome-docker-security: + addition_method: manual content_hash: b5d9c748751ac4faee2853a885e0f5dc8c14b454ee2d1cd27f27b120a317730a description: '' gh_license: MIT @@ -114827,8 +120414,8 @@ https://github.com/myugan/awesome-docker-security: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/nabsul/k8s-ecr-login-renew: + addition_method: manual content_hash: ec0eb033f0f22c8ea8ec17ad93b2c9963990348ac57d15b0a004c81c8679c1e5 description: '' gh_license: MIT @@ -114847,8 +120434,8 @@ https://github.com/nabsul/k8s-ecr-login-renew: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/narendranathreddythota/podtnl: + addition_method: manual content_hash: ae4419c69e217a0ab294e802da0466c3b6cab971d53a79b7ca18403a7e5bab97 description: '' health_score: 100.0 @@ -114858,8 +120445,8 @@ https://github.com/narendranathreddythota/podtnl: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/naveensilver/Ansible: + addition_method: manual content_hash: 25fddf953cc62696d495b81fe6724de4cf2eb00b8599c287d2f756215f5cbc89 description: '' health_score: 100.0 @@ -114875,8 +120462,8 @@ https://github.com/naveensilver/Ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/nebuly-ai/nos: + addition_method: manual content_hash: 7a6f228da00f45465a8acf77d06b0017c8b52427d89875478ff4ac355cf767bb description: '' gh_license: Apache-2.0 @@ -114895,8 +120482,8 @@ https://github.com/nebuly-ai/nos: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ned1313/quiz-grader: + addition_method: manual ai_summary: A lightweight utility engineered to automate the grading and feedback of quizzes and programming assignments. It processes markdown-based inputs to generate structured performance assessments. Grounding highlights its utility @@ -114928,8 +120515,8 @@ https://github.com/ned1313/quiz-grader: - cheatsheets.md - kubernetes-tutorials.md year: N/A - addition_method: manual https://github.com/neilhwatson/nustuff/blob/master/networking/nmcli.md: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779030356.800954 @@ -114942,8 +120529,8 @@ https://github.com/neilhwatson/nustuff/blob/master/networking/nmcli.md: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/nekop/openshift-sandbox/blob/master/docs/command-cheatsheet.md: + addition_method: manual content_hash: 75e044df81b7bed9fd91ef02bb9be207b8ceb610d282967349bfe44072dfd6b4 description: '' health_score: 100.0 @@ -114959,8 +120546,8 @@ https://github.com/nekop/openshift-sandbox/blob/master/docs/command-cheatsheet.m v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/netbox-community/netbox: + addition_method: manual content_hash: 0f1e66fb461ee83f1392989b338bde181fb9812c86c38f85e65d8ad48af2edeb description: '' gh_license: Apache-2.0 @@ -114980,8 +120567,8 @@ https://github.com/netbox-community/netbox: - networking.md - index.md year: N/A - addition_method: manual https://github.com/netdata/netdata: + addition_method: manual content_hash: 7c2e4eb471d73f0fa35983fdb4ae04f558d23fa4d4dafba4abda777bca43f610 description: '' gh_license: GPL-3.0 @@ -115000,8 +120587,8 @@ https://github.com/netdata/netdata: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/network-automation/toolkit: + addition_method: manual content_hash: 82fd022722d4983925ce90da609585e464ee489cf3b3b8b1c1d5697ecd106930 gh_license: GPL-3.0 gh_pushed: '2026-05-12T13:11:30Z' @@ -115016,8 +120603,8 @@ https://github.com/network-automation/toolkit: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://github.com/network-automation/tower_workshop: + addition_method: manual content_hash: a639856389ab34dea1f787a746eb7d1666430d15d2fff87886426435fcc567f3 description: '' health_score: 100.0 @@ -115027,8 +120614,8 @@ https://github.com/network-automation/tower_workshop: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/nevalla/lens-resource-map-extension: + addition_method: manual ai_summary: A popular visual plugin for Lens that creates dynamic, real-time dependency mappings of all active Kubernetes workloads and networks. complexity: Intermediate @@ -115057,8 +120644,8 @@ https://github.com/nevalla/lens-resource-map-extension: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/nfrankel/jvm-controller: + addition_method: manual content_hash: 86d14a605f7a6f1deb5f729d64557524b956c232afda79214765cfa84ed57887 description: '' health_score: 100.0 @@ -115074,8 +120661,8 @@ https://github.com/nfrankel/jvm-controller: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/nicholasamorim/ansible-role-harbor: + addition_method: manual ai_summary: An Ansible role dedicated to provisioning and configuring Harbor. Due to limited recent maintenance, it serves primarily as a reference architecture for legacy automation projects. @@ -115106,8 +120693,8 @@ https://github.com/nicholasamorim/ansible-role-harbor: v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/nickjj/wait-until: + addition_method: manual ai_summary: A lightweight shell script designed to block execution until a specific TCP port or command becomes available. Useful in CI/CD pipelines and Docker Compose environments to ensure sequential container initialization, though maintenance @@ -115138,8 +120725,8 @@ https://github.com/nickjj/wait-until: v2_locations: - linux.md year: N/A - addition_method: manual https://github.com/nicolai86/github-rebase-bot: + addition_method: manual content_hash: 8b3832b0d0a702b3805d34bc8ef2a46c961475eab2c8564d0c763ea6cfd2cabf description: '' gh_license: MIT @@ -115158,8 +120745,8 @@ https://github.com/nicolai86/github-rebase-bot: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/nicolaka/netshoot: + addition_method: manual content_hash: a5b652e1771c279e4a442b821f61bb5df879ab3538c970409c7fdbe1ad38106c description: '' gh_license: Apache-2.0 @@ -115178,8 +120765,8 @@ https://github.com/nicolaka/netshoot: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/nicolargo/glances: + addition_method: manual content_hash: ffe33048440ce0e5df7761e72bc728efe5f40bd9fdb8dad0a74344c57d9c8a50 description: '' gh_license: NOASSERTION @@ -115198,8 +120785,8 @@ https://github.com/nicolargo/glances: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/nicolgit/azure-firewall-mon: + addition_method: manual content_hash: 0ef95f6135710ec781595b7c927eb3d1b17ff035a1dd4a3018fa5b7acc12e81d description: '' gh_license: MIT @@ -115218,8 +120805,8 @@ https://github.com/nicolgit/azure-firewall-mon: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/night-gold/armada: + addition_method: manual content_hash: 8a69e1403bb39971f9fbd1ca8050328e0abfa5919cfbe8a9a03d9b33cc7dfb84 description: '' gh_license: GPL-3.0 @@ -115238,8 +120825,8 @@ https://github.com/night-gold/armada: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/nilic/kubectl-netshoot: + addition_method: manual content_hash: 39ac4dc4f3af7758724f3338effe47f7ce2f2701ee7f0407b6743f295e30f50e description: '' gh_license: Apache-2.0 @@ -115258,8 +120845,8 @@ https://github.com/nilic/kubectl-netshoot: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/ninlil/kubectl-vpa: + addition_method: manual content_hash: b1c4dd070ac79d3ab34c49144ed2fc89fd242f0e32d1e334016e6484172a803a description: '' gh_license: MIT @@ -115278,8 +120865,8 @@ https://github.com/ninlil/kubectl-vpa: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://github.com/nirmata/kyverno: + addition_method: manual content_hash: dbdbdef55b33c6c798a2cfb6c31cb5208c5dc12830a8e55e751a469dfaa02cd5 description: '' gh_license: Apache-2.0 @@ -115291,8 +120878,8 @@ https://github.com/nirmata/kyverno: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://github.com/nirops/yakiapp: + addition_method: manual content_hash: 0803fc16e1c26efda87445a9e8c7900a8bd104c7a64866f63830b9b983de0f65 description: '' health_score: 100.0 @@ -115302,8 +120889,8 @@ https://github.com/nirops/yakiapp: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/nleiva/go-links: + addition_method: manual content_hash: 3812d15c45585a045dc8de814d5a370204d458b6da5307763f2ee0b05971b318 description: '' gh_license: MIT @@ -115315,8 +120902,8 @@ https://github.com/nleiva/go-links: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://github.com/nmachine-io/kerbi: + addition_method: manual content_hash: 01e9dc3cec1501013946987b0da92089271ae2782bc3324bbbe2bc7cc44a77d2 description: '' health_score: 100.0 @@ -115326,8 +120913,8 @@ https://github.com/nmachine-io/kerbi: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/nnellans/ado-pipelines-guide: + addition_method: manual content_hash: fde6a1ad70b76f7c11a6141bc8fd65a02a43c438bfca0c5c7b55b6584fa06796 description: '' gh_license: GPL-3.0 @@ -115347,8 +120934,8 @@ https://github.com/nnellans/ado-pipelines-guide: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/nnellans/bicep-guide: + addition_method: manual content_hash: ebb0f2920c7df43d2b0020249ef100405bd6df203081e0ec7cd35859401ad17a description: '' gh_license: GPL-3.0 @@ -115367,8 +120954,8 @@ https://github.com/nnellans/bicep-guide: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/nnrthota/podtnl: + addition_method: manual content_hash: 53795d4acf19eb4a267da8e85b5ad4409c554f6e7e718bb2b4f05f227b0e728e gh_license: Apache-2.0 gh_pushed: '2022-10-20T11:41:32Z' @@ -115383,8 +120970,8 @@ https://github.com/nnrthota/podtnl: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/noamraph/tqdm: + addition_method: manual content_hash: 41c2f53a30f75cf48770de3a2659fa8db7d7b28a4647f28cd12f00bd0a0884cc description: '' gh_license: MIT @@ -115404,8 +120991,8 @@ https://github.com/noamraph/tqdm: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/nodejs/node: + addition_method: manual ai_summary: The main development and contribution branch of the Node.js runtime environment. Documents core engine optimizations, engine updates, and runtime safety patches. @@ -115435,8 +121022,8 @@ https://github.com/nodejs/node: v2_locations: - javascript.md year: N/A - addition_method: manual https://github.com/nokia/danm: + addition_method: manual content_hash: b7253981d62ef25b497fa7e31f4d42dc3f536fb9ae700a6bb4455cd6070d7c9a description: '' gh_license: BSD-3-Clause @@ -115455,8 +121042,8 @@ https://github.com/nokia/danm: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://github.com/noobaa/noobaa-core: + addition_method: manual content_hash: f6530e48f46dee2ed288b260ddaf0d4cc3d96083ae8482741b49cde7b28a1fba gh_license: Apache-2.0 health_score: 100.0 @@ -115465,8 +121052,8 @@ https://github.com/noobaa/noobaa-core: v1_locations: - docs/kubernetes-storage.md - docs/ocp4.md - addition_method: manual https://github.com/norwoodj/helm-docs: + addition_method: manual ai_summary: The industry standard utility that auto-generates Markdown documentation from Helm chart metadata and variables files. It reads 'values.yaml' schema annotations to generate detailed configuration tables, ensuring precise, up-to-date documentation. @@ -115498,8 +121085,8 @@ https://github.com/norwoodj/helm-docs: - helm.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/notaryproject/notary: + addition_method: manual ai_summary: Notary is an implementation of The Update Framework (TUF) that allows developers to sign and verify container images, establishing cryptographic content trust. Under MVQ rules, Notary is categorized as legacy as the industry has largely @@ -115531,8 +121118,8 @@ https://github.com/notaryproject/notary: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/nsriram/lambda-the-terraform-way: + addition_method: manual content_hash: 9979adfa4cfc9364c24ec64aaa12365aac429853def9c5674468a72d7531bee9 description: '' gh_license: MIT @@ -115551,8 +121138,8 @@ https://github.com/nsriram/lambda-the-terraform-way: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/nubenetes/apache-reverse-proxy-jenkins: + addition_method: manual ai_summary: A historical configuration repository demonstrating how to put Apache behind a Jenkins installation. Due to more than 4 years of inactivity and minimal community adoption, this project is deprioritized and kept primarily as a legacy @@ -115584,8 +121171,8 @@ https://github.com/nubenetes/apache-reverse-proxy-jenkins: v2_locations: - web-servers.md year: '2021' - addition_method: manual https://github.com/nubenetes/awesome-kubernetes/blob/master/pdf/dynatrace_demo.pdf: + addition_method: manual content_hash: 0c5abd011e582b588a63cec448e6bd6954aa540f09803d0e6974a55af236940c gh_license: Apache-2.0 gh_pushed: '2026-05-22T10:11:34Z' @@ -115600,8 +121187,8 @@ https://github.com/nubenetes/awesome-kubernetes/blob/master/pdf/dynatrace_demo.p - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://github.com/nubenetes/awesome-kubernetes/tree/master/pdf: + addition_method: manual content_hash: 96ab9d9cdf618393a9c1c76347504f694c202447d47f0cbc496d511ddbb8c669 gh_license: Apache-2.0 health_score: 100.0 @@ -115609,8 +121196,8 @@ https://github.com/nubenetes/awesome-kubernetes/tree/master/pdf: needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://github.com/nubenetes/awesome-kubernetes/tree/master/scripts: + addition_method: manual content_hash: 7feff872196d3c745a9af1d5a63047d136de1b99836d1eb41df192beaa218d2e gh_license: Apache-2.0 health_score: 100.0 @@ -115618,8 +121205,8 @@ https://github.com/nubenetes/awesome-kubernetes/tree/master/scripts: needs_ai_refresh: true v1_locations: - docs/demos.md - addition_method: manual https://github.com/nubenetes/confluence6-atlassian: + addition_method: manual content_hash: ad63d6c9ae797360c1b6af9d5f0c89eaef77d3de760a3d8099f6cb2de5a085b6 health_score: 100.0 last_checked: 1779130494.983601 @@ -115631,8 +121218,8 @@ https://github.com/nubenetes/confluence6-atlassian: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://github.com/nubenetes/jenkins-CasC-kubernetes-demo: + addition_method: manual content_hash: 8402b4d85b11e8932946ba3a306ca5f2afbbd30520c2cade11e034476f981bbf gh_license: Apache-2.0 gh_pushed: '2020-05-24T09:43:12Z' @@ -115647,8 +121234,8 @@ https://github.com/nubenetes/jenkins-CasC-kubernetes-demo: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://github.com/nubenetes/nexus3-helm-chart: + addition_method: manual content_hash: 232f8b5fcd1a7182ad4c8f186823dc46623bc6fb8dfe1c460d1925ff0272fc2b gh_license: Apache-2.0 gh_pushed: '2020-05-24T10:17:50Z' @@ -115663,8 +121250,8 @@ https://github.com/nubenetes/nexus3-helm-chart: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://github.com/nvucinic/kdbg: + addition_method: manual content_hash: a283739ff6f0a2ba99f63772ad77fa0a0617a733c517b5de2990b3e7c815453a description: '' gh_license: MIT @@ -115683,8 +121270,8 @@ https://github.com/nvucinic/kdbg: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/oauth2-proxy/oauth2-proxy: + addition_method: manual ai_summary: A critical piece of cloud-native infrastructure that implements reverse-proxy based authentication via OpenID Connect, OAuth2, or various third-party providers. Enables seamless protection of upstream microservices and web application endpoints @@ -115716,8 +121303,8 @@ https://github.com/oauth2-proxy/oauth2-proxy: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/obitech/micro-obs: + addition_method: manual content_hash: 26b47930bb9946f5a6caed8837af45a9d8ffac1a8e8963e5d256f03ad4e494fd description: '' gh_license: MIT @@ -115729,8 +121316,8 @@ https://github.com/obitech/micro-obs: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://github.com/obot-platform/obot: + addition_method: manual content_hash: 97a8c5406165cedd7e6d65733bb9418c368cb35b61fd881703ddf3c49122bc41 gh_license: MIT gh_pushed: '2026-05-22T00:38:12Z' @@ -115745,8 +121332,8 @@ https://github.com/obot-platform/obot: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/obsidiandynamics/kafdrop: + addition_method: manual ai_summary: 'Curator Insight: Highly popular, lightweight web UI for monitoring and managing Apache Kafka. Live Grounding: Renders cluster info, brokers, topics, partition offsets, consumer group lag, and allows active JSON/protobuf message @@ -115780,8 +121367,8 @@ https://github.com/obsidiandynamics/kafdrop: - message-queue.md - monitoring.md year: N/A - addition_method: manual https://github.com/odedia/spring-petclinic-microservices: + addition_method: manual content_hash: 41f7267441433101f310f4ff1d7e9ba4409aefda911c7d1613d3082625c1aa1c description: '' gh_license: Apache-2.0 @@ -115800,8 +121387,8 @@ https://github.com/odedia/spring-petclinic-microservices: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/odigos-io/odigos: + addition_method: manual content_hash: 7fa766b851bcb6255a859c5e9685e73633a81b9d4415156688c6ddba321a8c85 description: '' gh_license: Apache-2.0 @@ -115820,8 +121407,8 @@ https://github.com/odigos-io/odigos: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/odoo/odoo/wiki/Mergebot: + addition_method: manual content_hash: 5c57d4ce94918a8a910a106646474fa43d25d478ae50629a6e11903bc5bd3b7a description: '' gh_license: NOASSERTION @@ -115840,8 +121427,8 @@ https://github.com/odoo/odoo/wiki/Mergebot: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/ofek/csi-gcs: + addition_method: manual content_hash: b6cb90159ae67c858da7d684ecf7d33622b9be8cc23a827355f11c57044c80a3 description: '' gh_license: Apache-2.0 @@ -115860,8 +121447,8 @@ https://github.com/ofek/csi-gcs: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/oils-for-unix/oils/wiki/Alternative-Shells: + addition_method: manual ai_summary: An incredible wiki index by the Oils Shell project reviewing alternative modern UNIX shells. It offers critical structural, parsing, and execution evaluations of fish, zsh, oils, nushell, and others. @@ -115891,8 +121478,8 @@ https://github.com/oils-for-unix/oils/wiki/Alternative-Shells: v2_locations: - linux.md year: '2023' - addition_method: manual https://github.com/oilshell/oil/wiki/Alternative-Shells: + addition_method: manual content_hash: 48d54621cc1c7f324dd50d640cb6c0247759059c8d04299d2140df1e168db171 description: '' health_score: 100.0 @@ -115902,16 +121489,16 @@ https://github.com/oilshell/oil/wiki/Alternative-Shells: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://github.com/okd-community-install: + addition_method: manual content_hash: ffeb163f05c6ad36068432e5b9f056dac55b984b9e65d5bcb8702971f783e4fb health_score: 100.0 last_checked: 1779032213.432021 needs_ai_refresh: true v1_locations: - docs/matrix-table.md - addition_method: manual https://github.com/okd-project/okd/blob/master/README.md: + addition_method: manual content_hash: 3000a2bbb7025d1fd0e18f8bc53b8ca32509ed6fbe0d38fd2d20dc13be27d196 gh_license: Apache-2.0 gh_pushed: '2026-05-11T10:05:14Z' @@ -115926,8 +121513,8 @@ https://github.com/okd-project/okd/blob/master/README.md: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://github.com/okelet/awsipinventory: + addition_method: manual content_hash: 9f1cefefa08fdf447a255bea7dd31a71baf564f7a662109f38eba241cea06a17 description: '' health_score: 100.0 @@ -115943,8 +121530,49 @@ https://github.com/okelet/awsipinventory: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual +https://github.com/okwasniewski/minisim: + addition_method: automatic + ai_summary: 'The open-source codebase for MiniSim, a native Swift utility designed + to automate the launch and configuration of iOS and Android emulators. It utilizes + ShellOut interfaces to interact with xcrun and emulator CLIs directly. + + + * Implements lightweight, native macOS architecture to minimize background memory + footprints. + + * Features custom command integration and automatic directory path detection for + rapid platform bootstrapping.' + category: devops-tools + complexity: Intermediate + content_hash: d90aed95bc22e3cebe33166f41029c95fa9b1febe2f5c3d2c8e82f7fd2dcf72b + description: The open-source Swift repository behind the lightweight MiniSim launcher + utility. + gh_license: MIT + gh_pushed: '2026-02-27T12:50:34Z' + gh_stars: 2831 + hierarchy: + - Development Tools + - Mobile Simulators + - Open Source Utilities + is_microservice: false + language: en + last_checked: 1780352414.115655 + reputation_status: Vetted + reputation_summary: High community traction with over 2,400 GitHub stars and continuous + updates, confirming its stability as an open-source development tool. + resource_type: repository + social_preview_url: https://repository-images.githubusercontent.com/593655213/2c60c2ac-b2b7-4f51-a889-71958265d1bb + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: developer-productivity + tags: + - '[COMMUNITY-TOOL]' + - '[ENTERPRISE-STABLE]' + title: 'okwasniewski/MiniSim: MacOS Menu Bar App for iOS and Android Emulators' + year: '2026' https://github.com/oleg-nenashev/demo-jenkins-config-as-code/tree/java11-support: + addition_method: manual content_hash: ce3257c83e0f4f23380aded9538cd6b183990be54a6f119069e64eed36f26c86 description: '' gh_license: MIT @@ -115964,8 +121592,8 @@ https://github.com/oleg-nenashev/demo-jenkins-config-as-code/tree/java11-support v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/omenking/localstack-gitpod-template: + addition_method: manual content_hash: 088b258bb3326f3638a51aacb07e3a64eeca90685cacbcc9a02afeb76cd0501c description: '' health_score: 100.0 @@ -115981,8 +121609,8 @@ https://github.com/omenking/localstack-gitpod-template: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://github.com/omerbsezer/Fast-Kubernetes: + addition_method: manual content_hash: baec4628eca168b32fba925007a299e4cc58320b6e4147986f9b86234a9241c6 description: '' gh_license: MIT @@ -116001,8 +121629,8 @@ https://github.com/omerbsezer/Fast-Kubernetes: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://github.com/omrikiei/ktunnel: + addition_method: manual content_hash: 6b40dd6d0b25cf29972cdf63c641fed1c33f8ad438b3502ec5214471f7e36f83 description: '' gh_license: GPL-3.0 @@ -116021,15 +121649,15 @@ https://github.com/omrikiei/ktunnel: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ondat/discoblocks: + addition_method: manual content_hash: 7f3380f729e2ae970f076ffece6454bff249f4cd252098a5db90adac15dda9d8 health_score: 100.0 last_checked: 1779033025.423471 v1_locations: - docs/kubernetes-storage.md - addition_method: manual https://github.com/ondat/trousseau: + addition_method: manual ai_summary: 'Curator Insight: KMS integration designed to encrypt secrets inside etcd using external key management systems. Live Grounding: This repository is unmaintained and archived following Ondat''s acquisition. Deprioritized under @@ -116060,8 +121688,8 @@ https://github.com/ondat/trousseau: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/one2nc/cloudlens: + addition_method: manual content_hash: e5a18ffa8a1afc656229b5aab336913bbba16495a676ded5485508e7cb10d289 description: '' gh_license: Apache-2.0 @@ -116080,8 +121708,8 @@ https://github.com/one2nc/cloudlens: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/oneconcern/keycloak-gatekeeper: + addition_method: manual content_hash: 16176d2db4bbdce153dbec0bb936fd04532610c3c0388eda181d826a004e5584 gh_license: Apache-2.0 health_score: 100.0 @@ -116089,8 +121717,8 @@ https://github.com/oneconcern/keycloak-gatekeeper: needs_ai_refresh: true v1_locations: - docs/kubernetes-security.md - addition_method: manual https://github.com/onedr0p/cluster-template: + addition_method: manual content_hash: 8c28167eee89a02650529eaaf6042eef523592dee7871ebcb493627ed3e83597 gh_license: MIT gh_pushed: '2026-05-20T21:59:28Z' @@ -116105,8 +121733,8 @@ https://github.com/onedr0p/cluster-template: - docs/flux.md v2_locations: - flux.md - addition_method: manual https://github.com/onedr0p/flux-cluster-template: + addition_method: manual content_hash: 81a46697a7ea3f19272a5c703e6447c0b40cd349f0c012191e230ff981a05bb3 description: '' health_score: 100.0 @@ -116117,8 +121745,8 @@ https://github.com/onedr0p/flux-cluster-template: v1_locations: - docs/flux.md year: N/A - addition_method: manual https://github.com/onurakpolat/awesome-bigdata: + addition_method: manual content_hash: db58f10575b486bbd4d9a206ae40283cfe8fb1218da2541de0ff816c5c56ca78 description: '' health_score: 100.0 @@ -116128,8 +121756,8 @@ https://github.com/onurakpolat/awesome-bigdata: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://github.com/onzack/grafana-dashboards: + addition_method: manual content_hash: 4f7c5c02ac4fecc3f27b03463252ffef16a80a418d2d41f59a7b9f08fcd7b16d description: '' gh_license: Apache-2.0 @@ -116148,8 +121776,8 @@ https://github.com/onzack/grafana-dashboards: v2_locations: - grafana.md year: N/A - addition_method: manual https://github.com/open-gitops/project: + addition_method: manual content_hash: c0217b105dac5fd9dfe940b449c11b4b467f0b239842d40fdbddee14d768758b description: '' gh_license: NOASSERTION @@ -116168,8 +121796,46 @@ https://github.com/open-gitops/project: v2_locations: - gitops.md year: N/A - addition_method: manual +https://github.com/open-gsd/gsd-pi: + addition_method: automatic + ai_summary: GSD Pi represents a state-of-the-art terminal coding agent framework + that focuses on long-duration autonomous plan-execute cycles. Built upon meta-prompting, + specialized context engineering, and git-worktree-aware operations, it lets models + execute long workflows without losing context tracking. It leverages direct Model + Context Protocol integrations to provide real-time environment grounding. + category: ai-agents-mcp + complexity: Advanced + content_hash: a25067eabf6263caadd9534b0d065168585db6fc3531025e48e5e83212529a0a + description: An advanced meta-prompting framework enabling terminal coding agents + to conduct long-running autonomous development sessions. + gh_license: MIT + gh_pushed: '2026-06-01T18:30:33Z' + gh_stars: 416 + hierarchy: + - Artificial Intelligence + - Autonomous Agents + - Meta-Prompting + - Context Engineering + - Spec-Driven Development + is_microservice: false + language: en + last_checked: 1780352571.556378 + reputation_status: Vetted + reputation_summary: Rapidly growing and active successor to gsd-build/gsd-2, widely + vetted as a major terminal coding agent interface. + resource_type: Repository + social_preview_url: https://opengraph.githubassets.com/3fabe8a292b889546eef2022e05fd48527b58a0afaaddc7f35ded59a5926df02/open-gsd/gsd-pi + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: autonomous-agents + tags: + - '[EMERGING]' + - '[COMMUNITY-TOOL]' + title: GSD Pi - A Meta-Prompting and Context Engineering System for Autonomous Agents + year: '2026' https://github.com/open-guides/og-aws: + addition_method: manual content_hash: 7c5c1774fa8ede5e446d9f7a157fb6d88930807f3b38cf71d7de94fb1419a61d description: '' gh_license: CC-BY-4.0 @@ -116188,8 +121854,8 @@ https://github.com/open-guides/og-aws: v2_locations: - aws.md year: N/A - addition_method: manual https://github.com/open-policy-agent/awesome-opa: + addition_method: manual content_hash: d341fbb1a2e486e001a1c367772e019e97c29eafea0154dc6675a571a069b4ac gh_license: CC0-1.0 gh_pushed: '2026-04-24T11:32:19Z' @@ -116205,8 +121871,8 @@ https://github.com/open-policy-agent/awesome-opa: v2_locations: - architectural-foundations.md - other-awesome-lists.md - addition_method: manual https://github.com/open-policy-agent/conftest: + addition_method: manual content_hash: 1e9db80ce98f857589fd525d44e57cae8e6c6a52a4e4f615fe6f364e1fcb66a8 description: '' gh_license: NOASSERTION @@ -116225,8 +121891,8 @@ https://github.com/open-policy-agent/conftest: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/open-policy-agent/contrib/tree/main/wasm/cloudflare-worker: + addition_method: manual content_hash: 413a832b1e286deabce0c775c6b431b7e58ab81a3d0541da571a8963f44817e5 gh_license: Apache-2.0 gh_pushed: '2026-05-11T05:40:57Z' @@ -116241,8 +121907,8 @@ https://github.com/open-policy-agent/contrib/tree/main/wasm/cloudflare-worker: - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://github.com/open-policy-agent/contrib/tree/master/wasm/cloudflare-worker: + addition_method: manual content_hash: 0c89085cacde1bb274917c442cf40c10e9b9a0fff95aabdb1563db0943b885e5 description: '' health_score: 100.0 @@ -116252,8 +121918,8 @@ https://github.com/open-policy-agent/contrib/tree/master/wasm/cloudflare-worker: v1_locations: - docs/securityascode.md year: N/A - addition_method: manual https://github.com/open-policy-agent/gatekeeper: + addition_method: manual content_hash: 40520569d9b4fe30f20da47e59d6dbec2a89cf1120e170372d26e63fdaff68b2 description: '' gh_license: Apache-2.0 @@ -116266,8 +121932,8 @@ https://github.com/open-policy-agent/gatekeeper: - docs/devsecops.md - docs/kubernetes.md year: N/A - addition_method: manual https://github.com/open-telemetry/opentelemetry-collector: + addition_method: manual content_hash: a15de225b124e458d662e76b1550de0a28eeaf35f49b4ec61986b284025556de description: '' gh_license: Apache-2.0 @@ -116288,8 +121954,8 @@ https://github.com/open-telemetry/opentelemetry-collector: - prometheus.md - monitoring.md year: N/A - addition_method: manual https://github.com/open-telemetry/opentelemetry-operator: + addition_method: manual content_hash: a92223b4bd579e0fb66efd2a16f382605d58760d6e2a500df530201718cc2437 description: '' gh_license: Apache-2.0 @@ -116310,8 +121976,8 @@ https://github.com/open-telemetry/opentelemetry-operator: - monitoring.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/open-telemetry/opentelemetry-specification: + addition_method: manual content_hash: 475a220b664651a91dd6614686984e5ef874392779c47903b95e67c26ac1f4a8 gh_license: Apache-2.0 health_score: 100.0 @@ -116319,8 +121985,8 @@ https://github.com/open-telemetry/opentelemetry-specification: needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/openai/openai-cookbook: + addition_method: manual ai_summary: The ultimate repository of code recipes, integration patterns, and best practices from OpenAI. Details programmatic strategies for structured JSON output, embeddings search, agent tool calling, and high-throughput batching APIs. @@ -116350,8 +122016,8 @@ https://github.com/openai/openai-cookbook: v2_locations: - ai.md year: N/A - addition_method: manual https://github.com/openappsec/openappsec: + addition_method: manual ai_summary: An open-source, machine-learning-driven security controller securing microservice APIs and applications. Uses contextual data analysis rather than static patterns to intercept zero-day exploits and SQL injections. @@ -116381,8 +122047,8 @@ https://github.com/openappsec/openappsec: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/openclarity/kubeclarity: + addition_method: manual content_hash: d8b978c668b95a903cb31a3c919dace8389a764b3c4daf9daa4c4f735229145f description: '' gh_license: Apache-2.0 @@ -116401,8 +122067,8 @@ https://github.com/openclarity/kubeclarity: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/openclarity/openclarity: + addition_method: manual content_hash: 297bfb53e583450a137fc143234c479cc63148ddb5924d907d541db8b039a95c gh_license: Apache-2.0 gh_pushed: '2026-05-18T02:32:22Z' @@ -116417,8 +122083,8 @@ https://github.com/openclarity/openclarity: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/opencontainers/runc: + addition_method: manual content_hash: a196ee871c63e30d8a70f7e01fa08ea26980e4a8825fee40c252a2f56fb7db8b description: '' gh_license: Apache-2.0 @@ -116437,8 +122103,8 @@ https://github.com/opencontainers/runc: v2_locations: - container-managers.md year: N/A - addition_method: manual https://github.com/opencontrolplane: + addition_method: manual content_hash: dac3465cb1ad1f1e851b439741e847967989dda20b46c566c2853d367d5de5b5 description: '' health_score: 100.0 @@ -116454,8 +122120,8 @@ https://github.com/opencontrolplane: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/opencost/opencost: + addition_method: manual content_hash: 4598a838903d845558a3e55f9d10b1029b7e16e17972aa0fdd10f5c4ef8ad2f8 gh_license: Apache-2.0 gh_pushed: '2026-05-22T00:58:20Z' @@ -116470,8 +122136,8 @@ https://github.com/opencost/opencost: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://github.com/openebs/dynamic-localpv-provisioner: + addition_method: manual content_hash: 509b686895fc7da45e0358273d1359ba5d99b2f96271b4573d52d809688ff8b8 description: '' gh_license: Apache-2.0 @@ -116491,8 +122157,8 @@ https://github.com/openebs/dynamic-localpv-provisioner: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/openebs/lvm-localpv: + addition_method: manual content_hash: 46631ca34a12f775c4ebe3e2f8d608fd2d6367abe5d895ddce7a7a54646c9fae description: '' gh_license: Apache-2.0 @@ -116511,8 +122177,8 @@ https://github.com/openebs/lvm-localpv: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/openebs/zfs-localpv: + addition_method: manual content_hash: 3bdf214e5256365fe94ae14052f0669d7ae87822da48188dec2fc0b6c82c7ac5 description: '' gh_license: Apache-2.0 @@ -116531,8 +122197,8 @@ https://github.com/openebs/zfs-localpv: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/openkruise/kruise: + addition_method: manual content_hash: eaba940bd1b6e68e0913438c17e17c22b1a06b9d87dd685994f4b7b66a50e56d description: '' gh_license: NOASSERTION @@ -116551,8 +122217,8 @@ https://github.com/openkruise/kruise: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/openliberty: + addition_method: manual content_hash: e48a338ebb969cc42692c5f6a42963909edc8bd4912923c0f6d13884c0dce970 description: '' health_score: 100.0 @@ -116568,8 +122234,8 @@ https://github.com/openliberty: v2_locations: - ibm_cloud.md year: N/A - addition_method: manual https://github.com/openobserve/debug-container: + addition_method: manual content_hash: 8ca8fadadb051b435ef3b7150dacd7d2dfc3d2d104e8d59e46b9b4d3ed006e96 description: '' gh_license: MIT @@ -116588,8 +122254,8 @@ https://github.com/openobserve/debug-container: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/openops-cloud/openops: + addition_method: manual ai_summary: An open-source, no-code FinOps platform that leverages artificial intelligence to autonomously optimize cloud infrastructure costs. Integrates cloud budget controls directly with container orchestration metrics. @@ -116623,8 +122289,8 @@ https://github.com/openops-cloud/openops: - finops.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/openpitrix/openpitrix: + addition_method: manual content_hash: 0c7d07acd0775851570c044b6c5ff53fedc45ab70a65d47f30b55aee5ac298df description: '' gh_license: Apache-2.0 @@ -116643,8 +122309,8 @@ https://github.com/openpitrix/openpitrix: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/openshift-labs: + addition_method: manual content_hash: 277fd59fb071515ece32396693e60c030b8b58fe03b1f27518b00cbf266080a7 description: '' health_score: 100.0 @@ -116660,8 +122326,8 @@ https://github.com/openshift-labs: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/openshift/community/blob/master/ROADMAP.md: + addition_method: manual content_hash: 5953a0299d4d3e63e9700edc9496a215489272f55d42120c92261cdb1125b46f description: '' health_score: 100.0 @@ -116677,8 +122343,8 @@ https://github.com/openshift/community/blob/master/ROADMAP.md: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/openshift/console: + addition_method: manual ai_summary: Enterprise-grade web console serving as the official administrative dashboard for OpenShift, complete with rich visualization tools for platform operators and developers. @@ -116708,8 +122374,8 @@ https://github.com/openshift/console: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/openshift/hive: + addition_method: manual content_hash: df93789d6bb15ac8334cc2a9714c3b38174913286174172a90020c1b287bcd75 description: '' gh_license: Apache-2.0 @@ -116728,8 +122394,8 @@ https://github.com/openshift/hive: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/openshift/hypershift: + addition_method: manual content_hash: a2182f90a6aa5def9fbd0a5ed73845dd794ce5648efbbe85bd93bb6ff4099cc7 description: '' gh_license: Apache-2.0 @@ -116748,8 +122414,8 @@ https://github.com/openshift/hypershift: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/openshift/installer: + addition_method: manual content_hash: 0fca28d8dcaceb15cfed04b53519159e846b2ecf15d2c297d7bcf9298ab97cc5 description: '' gh_license: Apache-2.0 @@ -116770,8 +122436,8 @@ https://github.com/openshift/installer: - openshift.md - ocp4.md year: N/A - addition_method: manual https://github.com/openshift/installer/blob/main/docs/user/aws/README.md: + addition_method: manual content_hash: 26cfbf4e2965b9721356c3f494cf99f2e5629e7680fdedfd2766663b397756f2 gh_license: Apache-2.0 gh_pushed: '2026-05-21T16:37:33Z' @@ -116788,8 +122454,8 @@ https://github.com/openshift/installer/blob/main/docs/user/aws/README.md: v2_locations: - ocp4.md - openshift.md - addition_method: manual https://github.com/openshift/installer/blob/master/docs/user/aws/README.md: + addition_method: manual content_hash: 631b99a562e64c931cc2797121a798dbe242c3b665439f0aee87c2ba221adb5e description: '' health_score: 100.0 @@ -116800,8 +122466,8 @@ https://github.com/openshift/installer/blob/master/docs/user/aws/README.md: - docs/ocp4.md - docs/openshift.md year: N/A - addition_method: manual https://github.com/openshift/jenkins: + addition_method: manual ai_summary: Base image definition and custom wrappers designed to run stable Jenkins instances natively within OpenShift v3 clusters. Optimizes master-agent lifecycles, permissions, and localized source-to-image deployments inside early OpenShift @@ -116832,8 +122498,8 @@ https://github.com/openshift/jenkins: v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://github.com/openshift/machine-api-operator: + addition_method: manual content_hash: 515f47e6404755a963221739e6f9d04ad2b3b08cc7d216845739e0ad502c5c5e description: '' gh_license: Apache-2.0 @@ -116852,8 +122518,8 @@ https://github.com/openshift/machine-api-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/openshift/machine-api-operator/tree/main: + addition_method: manual content_hash: e8152960fc13796a3153a931a02f282a1a97820e8f4f516e800ad54d054d34f0 gh_license: Apache-2.0 gh_pushed: '2026-05-18T10:09:05Z' @@ -116868,8 +122534,8 @@ https://github.com/openshift/machine-api-operator/tree/main: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://github.com/openshift/machine-api-operator/tree/master: + addition_method: manual content_hash: 515f47e6404755a963221739e6f9d04ad2b3b08cc7d216845739e0ad502c5c5e description: '' health_score: 100.0 @@ -116879,8 +122545,8 @@ https://github.com/openshift/machine-api-operator/tree/master: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://github.com/openshift/multus-cni: + addition_method: manual content_hash: 125bf32e0a046ca158d2ca69131173672d2bb4f006209bd612dde55562f0e24f description: '' gh_license: Apache-2.0 @@ -116893,15 +122559,15 @@ https://github.com/openshift/multus-cni: - docs/kubernetes-networking.md - docs/ocp4.md year: N/A - addition_method: manual https://github.com/openshift/ocs-operator: + addition_method: manual content_hash: b1638b0d3a8803d30466a01cb985c1ced8202b9591cf3fb194ce189ac540032b health_score: 100.0 last_checked: 1779031256.06712 v1_locations: - docs/ocp4.md - addition_method: manual https://github.com/openshift/okd/blob/master/README.md: + addition_method: manual content_hash: 22515b9fe2aa4c0b4fbf7240f35a1414fbb05dfbb53d2ca02cf2cb7d2122b744 description: '' health_score: 100.0 @@ -116911,8 +122577,8 @@ https://github.com/openshift/okd/blob/master/README.md: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://github.com/openshift/origin: + addition_method: manual content_hash: df93e974d2779e81f267816b1d92587bfec4dc0a12f81ec310c1f1c18d1f168b description: '' gh_license: Apache-2.0 @@ -116931,8 +122597,8 @@ https://github.com/openshift/origin: v2_locations: - openshift.md year: N/A - addition_method: manual https://github.com/openshift/origin/tree/main/examples/jenkins/pipeline: + addition_method: manual ai_summary: Repository detailing baseline code configurations, sample pipelines, and deployment manifests engineered to execute scripted Jenkins procedures inside early versions of the OKD community container platform. @@ -116964,8 +122630,8 @@ https://github.com/openshift/origin/tree/main/examples/jenkins/pipeline: - openshift-pipelines.md - demos.md year: '2018' - addition_method: manual https://github.com/openshift/origin/tree/master/examples/jenkins/pipeline: + addition_method: manual content_hash: 52b4ede50a0afaf09725ce77a26b3faa3af685d6ecf2601b26bb2bbe6380be9d description: '' health_score: 100.0 @@ -116977,8 +122643,8 @@ https://github.com/openshift/origin/tree/master/examples/jenkins/pipeline: - docs/demos.md - docs/openshift-pipelines.md year: N/A - addition_method: manual https://github.com/openshift/origin/tree/release-3.11/examples/prometheus: + addition_method: manual content_hash: f0d31f603b09e9762fe06a7861d566457ea8a235d6f52157d15b87294cb44e4b gh_license: Apache-2.0 health_score: 100.0 @@ -116986,8 +122652,8 @@ https://github.com/openshift/origin/tree/release-3.11/examples/prometheus: needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/openshift/pipelines-catalog: + addition_method: manual content_hash: c77eedaaa65b30cb438c5862c71bd883e10486fc3c23a80756559bcf06ae2e29 description: '' gh_license: Apache-2.0 @@ -117006,8 +122672,8 @@ https://github.com/openshift/pipelines-catalog: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/openshift/pipelines-tutorial: + addition_method: manual ai_summary: 'Curator Insight: The primary repository used for training developers on utilizing Tekton triggers and tasks in OpenShift. @@ -117043,8 +122709,8 @@ https://github.com/openshift/pipelines-tutorial: - openshift-pipelines.md - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/openshift/source-to-image: + addition_method: manual content_hash: 7df527843afee05828af011c3a1e69145d9bb0af43900bee2d8fc4998423231e description: '' gh_license: Apache-2.0 @@ -117063,8 +122729,8 @@ https://github.com/openshift/source-to-image: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/openshift/tektoncd-pipeline-operator: + addition_method: manual content_hash: acd3779dc23965c3d9c1ec3683091aea1dabcfaf4510ee63f878744d4e77c8e0 description: '' gh_license: Apache-2.0 @@ -117083,8 +122749,8 @@ https://github.com/openshift/tektoncd-pipeline-operator: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/openshift/training: + addition_method: manual content_hash: 0b80a7f1bd28202d2457c924eae2a281159d2a885821a1f5049db1c12fa4cf4f description: '' health_score: 100.0 @@ -117100,8 +122766,8 @@ https://github.com/openshift/training: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/openshiftdemos: + addition_method: manual content_hash: 826418343f085ab7d6f38f30f9b2002d7fa0f8ead77b0fbdcc8b0f3ee8d90c8d description: '' health_score: 100.0 @@ -117117,8 +122783,8 @@ https://github.com/openshiftdemos: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/operator-framework/operator-lifecycle-manager: + addition_method: manual content_hash: e15c159226235edaf4920381f5668cf85ef306916d706a5af48be3cef99a31e2 description: '' gh_license: Apache-2.0 @@ -117139,8 +122805,8 @@ https://github.com/operator-framework/operator-lifecycle-manager: - ocp4.md - kubernetes.md year: N/A - addition_method: manual https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc/design/architecture.md: + addition_method: manual content_hash: 1c5886993c1a8c5860ce22c2b9355708c3d0e6f6d951f379a31d85358fe03b77 description: '' gh_license: Apache-2.0 @@ -117159,8 +122825,8 @@ https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc/design/philosophy.md: + addition_method: manual content_hash: cbb9f40ed476b5c790577085144a4ea1c5449d8f4023d37f1ddd39bc68bbf09a description: '' gh_license: Apache-2.0 @@ -117172,8 +122838,8 @@ https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://github.com/opsgenie/kubernetes-event-exporter: + addition_method: manual content_hash: 71f1ee49ef92f963a834109f8d8b0f4797df82c6621325cd941db2725d3902d6 description: '' gh_license: Apache-2.0 @@ -117192,8 +122858,8 @@ https://github.com/opsgenie/kubernetes-event-exporter: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/opstree/Opstree-Go-WebApp: + addition_method: manual content_hash: f8c35089a0a1b337e15f057a06fbdedffb63a9c1b4755f24a7add1bd50eb9695 description: '' gh_license: Apache-2.0 @@ -117205,8 +122871,8 @@ https://github.com/opstree/Opstree-Go-WebApp: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://github.com/opstree/dynamic-pv-scaler: + addition_method: manual content_hash: e2140b4ba94ad9fad622b9a6c739e9be384e6e8a1534f8f98ecfba13b4a693bc description: '' gh_license: Apache-2.0 @@ -117225,8 +122891,8 @@ https://github.com/opstree/dynamic-pv-scaler: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/oracle: + addition_method: manual ai_summary: The primary open-source hub for Oracle's cloud-native integrations. Hosts projects like OCI Cloud Controller Manager, CSI plugins, and deployment tools designed for enterprise container infrastructure. @@ -117253,8 +122919,8 @@ https://github.com/oracle: v2_locations: - oraclecloud.md year: N/A - addition_method: manual https://github.com/orangetw/awesome-jenkins-rce-2019: + addition_method: manual content_hash: 4a4386a72d87cfd4b5cd0fe5ecefeb5310041ba0209b0494cf7c13f5c4729e77 description: '' health_score: 100.0 @@ -117272,8 +122938,8 @@ https://github.com/orangetw/awesome-jenkins-rce-2019: - jenkins.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/oravirt/ansible-oracle: + addition_method: manual content_hash: dfcb719ee7f7befba89bad1f1dce4e19047300c983042c0604880a935f892181 description: '' gh_license: MIT @@ -117292,8 +122958,8 @@ https://github.com/oravirt/ansible-oracle: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/oravirt/ansible-oracle-modules: + addition_method: manual content_hash: a7d25942768a0cfc465f3c42ba5097dfe0540f34c5cd6bc45f534f7662b8de07 description: '' gh_license: MIT @@ -117312,15 +122978,15 @@ https://github.com/oravirt/ansible-oracle-modules: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/orchest/orchest: + addition_method: manual content_hash: 0171a22d94370468f2d7b755ee28c599bad8983b6be18ab001c625e2c8fdce4c health_score: 100.0 last_checked: 1779030190.065145 v1_locations: - docs/python.md - addition_method: manual https://github.com/orgrim/pg_back: + addition_method: manual content_hash: 91a1cba9bd6587d7ffaa3205eab16d71114aa9fac1ab6ad4b77fef82eeb84571 description: '' gh_license: NOASSERTION @@ -117339,8 +123005,42 @@ https://github.com/orgrim/pg_back: v2_locations: - databases.md year: N/A - addition_method: manual +https://github.com/orgs/community/discussions/196624: + addition_method: automatic + ai_summary: This GitHub Community AMA brings together maintainers from Kubernetes, + Homebrew, and OpenClaw to discuss the operational challenges of managing open-source + projects in the AI era. The discussion centers heavily on the rise of automated, + low-quality PR submissions (AI slop) and how it strains maintainer resources. + To combat this, GitHub introduces new platform-level controls, such as repository-specific + limits on concurrent PRs/Issues from unknown contributors and customizable contributor + allowlists. + category: digital-money + complexity: Intermediate + content_hash: 50f0aa17d27f666d2dd763b9e5643ff34bef22366ff48d1e690ae3ef33ee82f6 + description: An Ask Me Anything session with maintainers from Kubernetes, Homebrew, + and OpenClaw addressing AI-generated contribution challenges. + hierarchy: + - Ecosystem + - Open Source Governance + - GitHub Maintainers + is_microservice: false + language: en + last_checked: 1780352720.351753 + reputation_status: Vetted + reputation_summary: Official GitHub Community discussion and AMA panel. + resource_type: article + social_preview_url: https://opengraph.githubassets.com/86b8271588b6ced3bf7f8c5c23fdd7ec1355d2e63af576e5cf29cec5263db5e3/orgs/community/discussions/196624 + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + - COMMUNITY-TOOL + title: Now Open! AMA with Maintainers + year: '2026' https://github.com/ori-edge/k8s_gateway: + addition_method: manual content_hash: 577fe5882fe8d78a2459f556e5fd8f4398a9f2a3d9b3cbf55e8befb9609d226c description: '' gh_license: Apache-2.0 @@ -117359,8 +123059,8 @@ https://github.com/ori-edge/k8s_gateway: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ory/dockertest: + addition_method: manual content_hash: cf7693ee5b38a354ce65499a642e372ad94bb00e08b1cb05786f933943fa83c1 description: '' gh_license: Apache-2.0 @@ -117379,8 +123079,8 @@ https://github.com/ory/dockertest: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/osa-ora/camel-k-samples: + addition_method: manual ai_summary: A curated collection of practical code templates and sample deployment topologies demonstrating Camel K in action. Covers integrations with relational databases, message queues, and cloud endpoints. This repository is a valuable @@ -117408,8 +123108,8 @@ https://github.com/osa-ora/camel-k-samples: v2_locations: - message-queue.md year: N/A - addition_method: manual https://github.com/oscp/awesome-openshift3: + addition_method: manual content_hash: 94ebb0f439bd9cfb936822b86c7258a6ee083695dd15900fdc93236f58cede38 description: '' gh_license: CC-BY-4.0 @@ -117430,8 +123130,8 @@ https://github.com/oscp/awesome-openshift3: - openshift.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/oslabs-beta/ClusterWatch: + addition_method: manual content_hash: 188cd63017c515f6412f94bbb81052b806d9dc4be7dcf795f3c6e47187929ba9 description: '' gh_license: MPL-2.0 @@ -117450,8 +123150,8 @@ https://github.com/oslabs-beta/ClusterWatch: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/oslabs-beta/Ekkremis: + addition_method: manual content_hash: 8f659a4cfaa378e9efe4c0ed3a5071b941c9e9a275e151ee6d13e9d1bb93c121 description: '' gh_license: MIT @@ -117470,8 +123170,8 @@ https://github.com/oslabs-beta/Ekkremis: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/oslabs-beta/KUR8: + addition_method: manual content_hash: 7d3aa6d9a1865ea1d167f9bd086f8b6dc81d0389d73db0567708173012e4e54f description: '' gh_license: MIT @@ -117490,8 +123190,8 @@ https://github.com/oslabs-beta/KUR8: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/oslabs-beta/KubernOcular: + addition_method: manual content_hash: 5fa720c2cad2ec58a75b4f5a51deac59ca22f0373967a1d99f4e563062220273 gh_license: MPL-2.0 gh_pushed: '2022-10-13T16:44:36Z' @@ -117506,8 +123206,8 @@ https://github.com/oslabs-beta/KubernOcular: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/oslabs-beta/OdinsEye: + addition_method: manual content_hash: e0890d7c6122d8a75adfe89fa0b2c5ea5db398548fd62ab83f4d3f9de63c0be5 description: '' health_score: 100.0 @@ -117523,8 +123223,8 @@ https://github.com/oslabs-beta/OdinsEye: v2_locations: - nosql.md year: N/A - addition_method: manual https://github.com/oslabs-beta/Palaemon: + addition_method: manual content_hash: 200690cb187a24f6c9797a24d7cad967bb2aaf977a18e4fb8fae89f56bc9ae9f description: '' gh_license: MIT @@ -117543,8 +123243,8 @@ https://github.com/oslabs-beta/Palaemon: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/oslabs-beta/kubermetrics: + addition_method: manual content_hash: 215826ed4fb3db04a70fb76a736cdafc1bfeccfb05d18b17c9f923567dbf6aea description: '' health_score: 100.0 @@ -117560,15 +123260,15 @@ https://github.com/oslabs-beta/kubermetrics: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/oslabs-beta/neptune: + addition_method: manual content_hash: 05adedf7d5649bbe90fd7bca5aa8952baf29afbb2244f87e87ba9d4889f611e7 health_score: 100.0 last_checked: 1779031511.108241 v1_locations: - docs/kubernetes-tutorials.md - addition_method: manual https://github.com/oslabs-beta/oslabs: + addition_method: manual content_hash: 70546792d7b6adc1b1db544a9aa96817a98658477858a863647459533e0a11e4 description: '' health_score: 100.0 @@ -117578,8 +123278,8 @@ https://github.com/oslabs-beta/oslabs: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/osquery/osquery: + addition_method: manual content_hash: d9ef4b2cad506becb381fe7af032227e534de1c56b9b995eaf6f5ac8efe2a1b5 description: '' gh_license: NOASSERTION @@ -117598,8 +123298,8 @@ https://github.com/osquery/osquery: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/oxnr/awesome-bigdata: + addition_method: manual content_hash: 4552c3d5e223505717dfb386b8f032d850534044432e76ce9768c4e8b076bd64 gh_license: MIT gh_pushed: '2026-05-19T14:05:40Z' @@ -117615,8 +123315,8 @@ https://github.com/oxnr/awesome-bigdata: v2_locations: - architectural-foundations.md - other-awesome-lists.md - addition_method: manual https://github.com/ozbillwang/terraform-best-practices: + addition_method: manual content_hash: 2d0ec5a3ac2a2ef39f882d759c75efe4e38a9a939282a7b1bd249d791024a853 description: '' health_score: 100.0 @@ -117632,8 +123332,8 @@ https://github.com/ozbillwang/terraform-best-practices: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/pabpereza/containers-best-practices: + addition_method: manual content_hash: 4dfa0ad15ee0933e81a9049b2a4e0fa53056fa3a9aff84a9ed03b5c360d05180 health_score: 100.0 last_checked: 1779130494.960668 @@ -117645,8 +123345,8 @@ https://github.com/pabpereza/containers-best-practices: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://github.com/pabpereza/curated-dockerfiles-examples: + addition_method: manual content_hash: 6ab2f20ab9d370019bac48f7c2e14ccbb9d9c2c24f36dc95c5038fe94bfad72d description: '' health_score: 100.0 @@ -117656,8 +123356,8 @@ https://github.com/pabpereza/curated-dockerfiles-examples: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://github.com/palantir/bulldozer: + addition_method: manual content_hash: ac1ad64109418f0591257c3ad7348bced74ce36bc4771eb491de368515255fcb description: '' gh_license: Apache-2.0 @@ -117676,8 +123376,8 @@ https://github.com/palantir/bulldozer: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/palark/awesome-devops-telegram: + addition_method: manual content_hash: 30072b347a40e25af6b8ff17125dc710f9b1effa8f9d2409746cd31d5af6464f description: '' health_score: 100.0 @@ -117694,8 +123394,8 @@ https://github.com/palark/awesome-devops-telegram: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/paliimx/Data-Structures-and-Algorithms: + addition_method: manual content_hash: aba8ef44d0d0bf757f3b76b8166af33db8d73d477997e4455e54311b41d235fe description: '' health_score: 100.0 @@ -117705,8 +123405,8 @@ https://github.com/paliimx/Data-Structures-and-Algorithms: v1_locations: - docs/golang.md year: N/A - addition_method: manual https://github.com/pallets/jinja: + addition_method: manual content_hash: 1e9cd4f86c4b8785e7f2c2e0689e64aef756e7ab90883972379d5f1f0081536b description: '' gh_license: BSD-3-Clause @@ -117727,8 +123427,8 @@ https://github.com/pallets/jinja: - ansible.md - about.md year: N/A - addition_method: manual https://github.com/pan-net-security/kcount: + addition_method: manual content_hash: 0e6bc89653f778805e84ba395fa18286d3549f53651fb36c387b3d278c52cd3b description: '' health_score: 100.0 @@ -117744,8 +123444,8 @@ https://github.com/pan-net-security/kcount: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/panjf2000/gnet: + addition_method: manual ai_summary: Curator Insight highlights gnet as a high-performance, non-blocking, event-driven networking library built on top of epoll/kqueue. Live Grounding showcases its superiority over Go's standard net library for raw throughput and ultra-low @@ -117776,8 +123476,8 @@ https://github.com/panjf2000/gnet: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/paragpallavsingh/90DaysOfDevOps: + addition_method: manual content_hash: 149febf3d9b400a5a37973f6a1ce251f2edb4734defb191c268a298c01ba33ee description: '' gh_license: NOASSERTION @@ -117796,8 +123496,8 @@ https://github.com/paragpallavsingh/90DaysOfDevOps: v2_locations: - devops.md year: N/A - addition_method: manual https://github.com/paragpallavsingh/90DaysOfDevOps/blob/master/submission/day21/README.md: + addition_method: manual content_hash: bd0434b4f67197d16cb10dd6a4a6983b094d67300836941530c9894310032325 description: '' gh_license: NOASSERTION @@ -117817,15 +123517,15 @@ https://github.com/paragpallavsingh/90DaysOfDevOps/blob/master/submission/day21/ v2_locations: - devops.md year: N/A - addition_method: manual https://github.com/paralus/paralus: + addition_method: manual content_hash: 7820d8be5aed032c58102323a5d484698de3650773508931b4dd4bd44bd52e89 health_score: 100.0 last_checked: 1779029148.067804 v1_locations: - docs/kubernetes-security.md - addition_method: manual https://github.com/particledecay/kconf: + addition_method: manual content_hash: a1f5769fe0ccb9565fb6cdf5c0f69e47c2416a7a535486b6cbbe209cd21346c3 description: '' gh_license: MIT @@ -117844,8 +123544,8 @@ https://github.com/particledecay/kconf: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/patelh/kafka-manager: + addition_method: manual content_hash: 2d333694949a6cb951ee8f2f71f29b5c6b182ce8285c8b119e38ad7c628d9bd0 gh_license: Apache-2.0 health_score: 100.0 @@ -117853,8 +123553,8 @@ https://github.com/patelh/kafka-manager: needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/patrickdappollonio/kubectl-slice: + addition_method: manual content_hash: 414bf0b4a60daf407d27f053f71dd1654e926369befa68bf5bfc877e2fe3e1b3 description: '' gh_license: MIT @@ -117873,8 +123573,8 @@ https://github.com/patrickdappollonio/kubectl-slice: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/patrickdappollonio/tabloid: + addition_method: manual content_hash: eaf7f45e7d7e75ef950f109ede0daa43f3c77058b27b6691606af1c1f7aa474a description: '' gh_license: MIT @@ -117893,8 +123593,8 @@ https://github.com/patrickdappollonio/tabloid: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/patroni/patroni: + addition_method: manual content_hash: 9c970a4db461c765d7ff1a10eb4fdb4bc57d55e171c18a8a5e34e429bc3c85f4 gh_license: MIT gh_pushed: '2026-05-21T13:04:43Z' @@ -117909,8 +123609,8 @@ https://github.com/patroni/patroni: - docs/databases.md v2_locations: - databases.md - addition_method: manual https://github.com/paulczar/k8s-spring-petclinic: + addition_method: manual content_hash: 849b61264ab85493e5d5741dac02e95c26d56f898c142920fcc725b2cb61af44 description: '' health_score: 100.0 @@ -117926,8 +123626,8 @@ https://github.com/paulczar/k8s-spring-petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/pditommaso/awesome-pipeline: + addition_method: manual content_hash: d42397ae3c2b2843e13aaa9b9c77d0bcc0e2682558bb41aba1b192f767288f74 description: '' health_score: 100.0 @@ -117944,8 +123644,8 @@ https://github.com/pditommaso/awesome-pipeline: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/pelotech/jsonnet-controller: + addition_method: manual content_hash: 8755a3a0ec2363b794692744fec46514db17640ab30292b94391d140c1962a2f description: '' gh_license: Apache-2.0 @@ -117964,8 +123664,8 @@ https://github.com/pelotech/jsonnet-controller: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/percona/grafana-dashboards: + addition_method: manual content_hash: 3d0013e69dcb8c3465e6e597603ea57278b4fd858c317a3ce79429448a7888a4 description: '' gh_license: AGPL-3.0 @@ -117985,8 +123685,8 @@ https://github.com/percona/grafana-dashboards: v2_locations: - grafana.md year: N/A - addition_method: manual https://github.com/percona/pg_stat_monitor: + addition_method: manual content_hash: 5976374d675013742110ad47085adbc39499251dac209362ce08e22bb7938b9d description: '' gh_license: NOASSERTION @@ -118005,8 +123705,8 @@ https://github.com/percona/pg_stat_monitor: v2_locations: - databases.md year: N/A - addition_method: manual https://github.com/pfnet-research/k8s-cluster-simulator: + addition_method: manual content_hash: 7493b7284b8ae9449d4069df5586b8bedba4871650d03af765099379c2baab97 description: '' gh_license: Apache-2.0 @@ -118025,8 +123725,8 @@ https://github.com/pfnet-research/k8s-cluster-simulator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/pie-r/terragrunt-vs-terraspace: + addition_method: manual content_hash: eb4956f8fdddaef7dda3b2c31de2b17b46878bbbfc31274ea28c4141a0de8530 description: '' gh_license: MIT @@ -118045,8 +123745,8 @@ https://github.com/pie-r/terragrunt-vs-terraspace: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/pieterlange/kube-backup: + addition_method: manual content_hash: c4730bccb12307f10f91f301f95658caf5623cbdfdd2c26232d6b384e92c4f37 description: '' gh_license: MIT @@ -118065,8 +123765,8 @@ https://github.com/pieterlange/kube-backup: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://github.com/pingcap/chaos-mesh: + addition_method: manual content_hash: dda04b09c01fae29e8fd45959bbd630e73f4e1333799a464731c56bbd42e7e70 description: '' health_score: 100.0 @@ -118076,8 +123776,8 @@ https://github.com/pingcap/chaos-mesh: v1_locations: - docs/chaos-engineering.md year: N/A - addition_method: manual https://github.com/piomin/sample-quarkus-serverless-kafka: + addition_method: manual content_hash: b53f3eae818c81e02e6a0b94b7488d51e308c34cf1065c23ddc170eb55ac770c description: '' health_score: 100.0 @@ -118093,8 +123793,8 @@ https://github.com/piomin/sample-quarkus-serverless-kafka: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/piomin/sample-spring-microservices-kubernetes: + addition_method: manual content_hash: 7b68084321c423fc979d94581cc5f399666ec7b22c6688efac456f1f89a564ca description: '' health_score: 100.0 @@ -118111,8 +123811,8 @@ https://github.com/piomin/sample-spring-microservices-kubernetes: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/piomin/sample-spring-microservices-new: + addition_method: manual content_hash: 3c77783716bdba0c1ad4ebc032a24ee895081a1ef6f86cb4d9e320a0b7cdf591 description: '' health_score: 100.0 @@ -118129,8 +123829,8 @@ https://github.com/piomin/sample-spring-microservices-new: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/piomin/spring-boot-logging: + addition_method: manual content_hash: f61078163caa86c3273795e77cf5f09599e22484f19d530c757cfa4cd9e40165 description: '' gh_license: MIT @@ -118149,8 +123849,8 @@ https://github.com/piomin/spring-boot-logging: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://github.com/pipe-cd/pipe: + addition_method: manual content_hash: ed2b7808a49a0f3c8dea8754e402794d99da8842b985f2cf42574a98a94effd6 description: '' health_score: 100.0 @@ -118160,8 +123860,8 @@ https://github.com/pipe-cd/pipe: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/pipe-cd/pipecd: + addition_method: manual content_hash: 7548fa0a7672db1a06711bdb742402e633225ad252e3b8752d327967162f2dfe gh_license: Apache-2.0 gh_pushed: '2026-05-22T08:37:19Z' @@ -118176,8 +123876,8 @@ https://github.com/pipe-cd/pipecd: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/pixie-io/pixie: + addition_method: manual content_hash: 02266d95e66c012c7eb772198747f3995b13c271ca458ee0d64ccdf96261d227 description: '' gh_license: Apache-2.0 @@ -118196,8 +123896,8 @@ https://github.com/pixie-io/pixie: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/pixie-labs/pixie: + addition_method: manual content_hash: 02266d95e66c012c7eb772198747f3995b13c271ca458ee0d64ccdf96261d227 description: '' health_score: 100.0 @@ -118207,8 +123907,8 @@ https://github.com/pixie-labs/pixie: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/planetlabs/draino: + addition_method: manual content_hash: 0485308739e80d5fb7808efac66cf10e177a4850228fcab70768d089b19ac39a description: '' gh_license: Apache-2.0 @@ -118227,8 +123927,8 @@ https://github.com/planetlabs/draino: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/plexsystems/konstraint: + addition_method: manual content_hash: 67a94b5d308b5159a68246516d1ddff3a5de1ae0d3560b49dd554411fe82eee4 description: '' gh_license: MIT @@ -118247,8 +123947,8 @@ https://github.com/plexsystems/konstraint: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/plexsystems/sinker: + addition_method: manual content_hash: f7dacf65025e43daa871debccfd55ef08dfb3c1ee67db9f835119185970fadf9 description: '' gh_license: MIT @@ -118267,8 +123967,8 @@ https://github.com/plexsystems/sinker: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/polarpoint-io/groovy-jenkins-pipelines/blob/master/jobs/parameterisedPipelines.groovy: + addition_method: manual content_hash: 13f515a8fbdb8c2673cac406bb85dde5012f2f6a9e0b8cd98bc9ff64a83e7da3 description: '' health_score: 100.0 @@ -118280,8 +123980,8 @@ https://github.com/polarpoint-io/groovy-jenkins-pipelines/blob/master/jobs/param - docs/demos.md - docs/jenkins.md year: N/A - addition_method: manual https://github.com/policy-hub/policy-hub-cli: + addition_method: manual content_hash: e7d03b6dc3bdca8813c7ed6d170de04155ccd3bda901b65d4239ecf579068793 description: '' health_score: 100.0 @@ -118297,8 +123997,8 @@ https://github.com/policy-hub/policy-hub-cli: v2_locations: - securityascode.md year: N/A - addition_method: manual https://github.com/pomerium/pomerium: + addition_method: manual ai_summary: An identity-aware, security-oriented context reverse proxy designed to establish solid Zero Trust policies without requiring client-side VPN installations. Seamlessly integrates with standard enterprise single sign-on providers. @@ -118329,8 +124029,8 @@ https://github.com/pomerium/pomerium: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/porscheofficial/terraform-aws-ecr-watch: + addition_method: manual content_hash: aa8b24b93f36f3a334885d2229bbf0f69d345c321a70d514216b65d2eaa1e120 description: '' gh_license: MIT @@ -118349,8 +124049,8 @@ https://github.com/porscheofficial/terraform-aws-ecr-watch: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/portainer/portainer: + addition_method: manual content_hash: 9801957f719b4d73c44cbe28235ecc626acfcd5c17c9604e3fb24fdd2f062811 description: '' gh_license: Zlib @@ -118369,8 +124069,8 @@ https://github.com/portainer/portainer: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/poseidon/typhoon: + addition_method: manual ai_summary: Typhoon is a bare-metal and multi-cloud Kubernetes distribution focused on simplicity. Built entirely with Terraform and running on Flatcar Container Linux, it provides a stable setup that operates efficiently without heavy proprietary @@ -118407,8 +124107,8 @@ https://github.com/poseidon/typhoon: - kubernetes-tools.md - matrix-table.md year: N/A - addition_method: manual https://github.com/postfinance/kubectl-sudo: + addition_method: manual content_hash: 1d0c4f719b8d8ead754327229644c725048b578fc87e4c3f02741c13710a8123 description: '' gh_license: MIT @@ -118427,8 +124127,8 @@ https://github.com/postfinance/kubectl-sudo: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/postgresml/postgresml: + addition_method: manual content_hash: cc93e4a2d033d514f1eae5f0194a1174771e1a3c09454486240577573b8de316 description: '' gh_license: MIT @@ -118447,8 +124147,8 @@ https://github.com/postgresml/postgresml: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/postmanlabs/newman: + addition_method: manual content_hash: 104644b779cf7ddd3c5b89d58a5cea56101fb4e4216a5057050319208deae31b description: '' gh_license: Apache-2.0 @@ -118467,8 +124167,8 @@ https://github.com/postmanlabs/newman: v2_locations: - postman.md year: N/A - addition_method: manual https://github.com/powerfulseal/powerfulseal: + addition_method: manual content_hash: f7451cb8847baa11d6ebf79ca5ddcdd746cd361c8780247efec55a2b6b57c529 description: '' gh_license: Apache-2.0 @@ -118487,8 +124187,8 @@ https://github.com/powerfulseal/powerfulseal: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://github.com/prabhatsharma/kubernetes-the-hard-way-aws: + addition_method: manual ai_summary: A highly specific community adaptation of Kelsey Hightower's educational guide, focusing entirely on AWS infrastructure including VPCs, IAM roles, security groups, and EC2 provisioning. Valuable reference for understanding low-level networking @@ -118519,8 +124219,8 @@ https://github.com/prabhatsharma/kubernetes-the-hard-way-aws: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/practo/k8s-worker-pod-autoscaler: + addition_method: manual content_hash: 0e8cd47995d943bab6e6b0b1b1ec105d375c88271d030181da795e7b7f3405c3 description: '' gh_license: Apache-2.0 @@ -118539,8 +124239,8 @@ https://github.com/practo/k8s-worker-pod-autoscaler: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/prae1809/PowerShell-Scripts/tree/master/OperationalCollections: + addition_method: manual content_hash: 40cef8eb5249ee27180fac12c9712a6c8ff6e9ccb51d0f1523e7b993e99612b8 description: '' health_score: 100.0 @@ -118551,8 +124251,8 @@ https://github.com/prae1809/PowerShell-Scripts/tree/master/OperationalCollection v1_locations: - docs/azure.md year: N/A - addition_method: manual https://github.com/pravega/pravega-operator: + addition_method: manual content_hash: d898b90b80d9981429b5c5bfe89093a2514b6f53affc75715f369cab2ef477ef description: '' gh_license: Apache-2.0 @@ -118571,8 +124271,8 @@ https://github.com/pravega/pravega-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/predatorray/kubectl-tmux-exec: + addition_method: manual content_hash: 1a5f044cd22b71f4aad4e84114cf9f2986b1d4b4d562e92a753b22b1c5b67bf3 description: '' gh_license: MIT @@ -118591,8 +124291,8 @@ https://github.com/predatorray/kubectl-tmux-exec: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/presslabs/silver: + addition_method: manual content_hash: bfb0ee7ca876450db0ec452d1e5ca683f4f0f0727c1b1e53faa2f388f6902dab description: '' health_score: 100.0 @@ -118602,8 +124302,8 @@ https://github.com/presslabs/silver: v1_locations: - docs/python.md year: N/A - addition_method: manual https://github.com/priyankavergadia/google-cloud-4-words: + addition_method: manual content_hash: e4dc5e8ed8e0eb7d687668e784ff39f5e9894f6c4c35df1d286c1f596a50bdb0 description: '' gh_license: NOASSERTION @@ -118622,8 +124322,8 @@ https://github.com/priyankavergadia/google-cloud-4-words: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/proferosec/log4jScanner: + addition_method: manual ai_summary: Community-developed scanner for identifying nested, vulnerable Log4j library packages in complex file hierarchies. Preserved as a reference scanning utility for legacy environments. @@ -118653,8 +124353,8 @@ https://github.com/proferosec/log4jScanner: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/projectcapsule/capsule: + addition_method: manual content_hash: 9909cd87b5212e648da81e6f1131696ff237383b99fa687ed1a794c98803e1df gh_license: Apache-2.0 gh_pushed: '2026-05-22T08:27:32Z' @@ -118669,8 +124369,8 @@ https://github.com/projectcapsule/capsule: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://github.com/projectsveltos/sveltosctl: + addition_method: manual ai_summary: sveltosctl provides command-line control over Project Sveltos. It excels at dry-run validations of ClusterProfiles, ensuring declarative configurations are verified prior to production propagation. @@ -118700,8 +124400,8 @@ https://github.com/projectsveltos/sveltosctl: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/prometheus: + addition_method: manual content_hash: f22233e1a095fbaf7afc4d138e1001b5f8a651a23f4b3400ee46cc5cf3f73159 description: '' health_score: 100.0 @@ -118712,8 +124412,8 @@ https://github.com/prometheus: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/prometheus-community/elasticsearch_exporter: + addition_method: manual content_hash: 8a27be71411fbccd35894d68dab9e11c2c08f00cc45937ad8d7c845cc6d27d80 description: '' gh_license: Apache-2.0 @@ -118732,8 +124432,8 @@ https://github.com/prometheus-community/elasticsearch_exporter: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/prometheus-community/yet-another-cloudwatch-exporter: + addition_method: manual content_hash: 7422a7e8438d8c3753064576e9d30acd5e5182da7fc21775ee4638fcb5ffddb2 gh_license: Apache-2.0 gh_pushed: '2026-05-21T21:43:18Z' @@ -118748,8 +124448,8 @@ https://github.com/prometheus-community/yet-another-cloudwatch-exporter: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://github.com/prometheus-operator: + addition_method: manual content_hash: 361a65f1432f10133e0abb628023ab2161848c9bc23ecf7aef6d653de3008317 description: '' health_score: 100.0 @@ -118765,8 +124465,8 @@ https://github.com/prometheus-operator: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/prometheus-operator/kube-prometheus: + addition_method: manual ai_summary: The official codebase for kube-prometheus. This repository offers a pre-configured telemetry stack that deploys the Prometheus Operator, Grafana dashboards, Alertmanager rules, and node collectors optimized for monitoring Kubernetes master @@ -118801,8 +124501,8 @@ https://github.com/prometheus-operator/kube-prometheus: - kubernetes-monitoring.md - kubernetes.md year: N/A - addition_method: manual https://github.com/prometheus/alertmanager/releases/tag/v0.23.0-rc.0: + addition_method: manual content_hash: 68f6c84d9e9cd966971f2fbb4e4460dcb3d3b060e93ed7c340774ba35095f235 description: '' gh_license: Apache-2.0 @@ -118822,8 +124522,8 @@ https://github.com/prometheus/alertmanager/releases/tag/v0.23.0-rc.0: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/prometheus/blackbox_exporter: + addition_method: manual content_hash: 593cd7935bbae878959967e6d90470e74ff717ddd0ff1285d86c06a2d19e60ef description: '' gh_license: Apache-2.0 @@ -118842,8 +124542,8 @@ https://github.com/prometheus/blackbox_exporter: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/prometheus/client_java: + addition_method: manual content_hash: f3d4393ef91ccea663a5d12780f661a9e5593af1855be923b21cd269a117131e description: '' gh_license: Apache-2.0 @@ -118855,8 +124555,8 @@ https://github.com/prometheus/client_java: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/prometheus/jmx_exporter: + addition_method: manual content_hash: 8d967db65980d954ec4b9f1f5e151614449060c43b40da99d369392afb5a3c42 description: '' gh_license: Apache-2.0 @@ -118879,43 +124579,43 @@ https://github.com/prometheus/jmx_exporter: - grafana.md - monitoring.md year: N/A - addition_method: manual https://github.com/prometheus/jmx_exporter/blob/master/example_configs/activemq.yml: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030368.059173 v1_locations: - docs/grafana.md - addition_method: manual https://github.com/prometheus/jmx_exporter/blob/master/example_configs/artemis-2.yml: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029566.202379 v1_locations: - docs/grafana.md - addition_method: manual https://github.com/prometheus/jmx_exporter/blob/master/example_configs/kafka-2_0_0.yml: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032338.325393 v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/prometheus/jmx_exporter/blob/master/example_configs/kafka-connect.yml: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034521.794722 v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/prometheus/jmx_exporter/blob/master/example_configs/zookeeper.yaml: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032786.3845 v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/prometheus/prometheus: + addition_method: manual content_hash: 68afc308fd62f428764a67989913c76f6d0795ab2641a601ea7210ba3e1eea40 description: '' gh_license: Apache-2.0 @@ -118934,8 +124634,8 @@ https://github.com/prometheus/prometheus: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/prometheus/pushgateway: + addition_method: manual content_hash: 69b67ba2a06c4cb4a4caa5e8daf49c6fab6a15e8a06a6beded05d1efd8ebd7fa description: '' gh_license: Apache-2.0 @@ -118954,8 +124654,8 @@ https://github.com/prometheus/pushgateway: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/prosimcorp/reforma: + addition_method: manual content_hash: fac8f6c0f30d675f25cde18d1f989fb2ee4a4ad803e8da5994064aef3be9cb6b description: '' gh_license: Apache-2.0 @@ -118974,8 +124674,8 @@ https://github.com/prosimcorp/reforma: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/prowler-cloud/prowler: + addition_method: manual ai_summary: Prowler is an industry-standard open-source tool for cloud security posture management (CSPM). Audits multi-cloud infrastructures against CIS benchmarks, GDPR, and PCI-DSS rules with detailed security logs. @@ -119006,8 +124706,8 @@ https://github.com/prowler-cloud/prowler: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/prymitive/karma: + addition_method: manual content_hash: f65d4aa9b5170752c73c3ff8b07436e2b35aef611d2157deaa3c6ba1a57b3a91 description: '' gh_license: Apache-2.0 @@ -119028,8 +124728,8 @@ https://github.com/prymitive/karma: - kubernetes-tools.md - prometheus.md year: N/A - addition_method: manual https://github.com/public-apis/public-apis: + addition_method: manual content_hash: 1e8584bf2c52f41fa457214d22f8a9cc0a987a76819942893aba141784e8c5a4 description: '' gh_license: MIT @@ -119048,8 +124748,8 @@ https://github.com/public-apis/public-apis: v2_locations: - api.md year: N/A - addition_method: manual https://github.com/pulumi/kube2pulumi: + addition_method: manual content_hash: e223651e31828d90cee490552ee7c999acd8869b11ebfd7267da51f8effe05ac description: '' gh_license: Apache-2.0 @@ -119070,8 +124770,8 @@ https://github.com/pulumi/kube2pulumi: - kubernetes-tools.md - pulumi.md year: N/A - addition_method: manual https://github.com/pulumi/pulumi: + addition_method: manual content_hash: cd059aa9e35bd8376c3e117ae91845bc8f39a53afa8e14412aae4e66ed49ae6f description: '' gh_license: Apache-2.0 @@ -119094,8 +124794,8 @@ https://github.com/pulumi/pulumi: - iac.md - terraform.md year: N/A - addition_method: manual https://github.com/punkpeye/awesome-mcp-servers: + addition_method: manual ai_summary: 'Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. @@ -119132,8 +124832,8 @@ https://github.com/punkpeye/awesome-mcp-servers: - ai-agents-mcp.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/pusher/k8s-spot-rescheduler: + addition_method: manual content_hash: 70fac0b9d408dabb5914c7dcc3e4127a44ba4dd9e9d8997bb72bf9af989cbe49 description: '' gh_license: Apache-2.0 @@ -119152,8 +124852,8 @@ https://github.com/pusher/k8s-spot-rescheduler: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/pyang55/k8sdeploy: + addition_method: manual content_hash: e70daf5eb7eea59f5ba3e6ddf09760045f9867f5a7649f0fa273fe43ea232ac1 description: '' gh_license: MIT @@ -119172,8 +124872,8 @@ https://github.com/pyang55/k8sdeploy: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/pyca/bcrypt: + addition_method: manual ai_summary: Modern Python bindings for the bcrypt password hashing function. Maintained by PyCA (Python Cryptographic Authority), it provides secure-by-default, work-factor adjustable password protection. @@ -119203,8 +124903,8 @@ https://github.com/pyca/bcrypt: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/pydantic/pydantic: + addition_method: manual content_hash: 64b142a202841a9c2753627a28326d1b85aaab6868722a8d1b2644e9114a3483 description: '' gh_license: MIT @@ -119223,8 +124923,8 @@ https://github.com/pydantic/pydantic: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/pyinstaller/pyinstaller: + addition_method: manual content_hash: 5eea48ffc613bcf592842c8036e9b7d0d47e43a169512592988fd9c86e68d5e3 description: '' gh_license: NOASSERTION @@ -119236,8 +124936,8 @@ https://github.com/pyinstaller/pyinstaller: v1_locations: - docs/python.md year: N/A - addition_method: manual https://github.com/pymag09/kubecui: + addition_method: manual content_hash: aa03f2cce3deeacccd25267ff3896bb58aead53c450e44a1d7f2b940d0c5e329 description: '' gh_license: MIT @@ -119256,8 +124956,8 @@ https://github.com/pymag09/kubecui: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/pyxll/pyxll-jupyter: + addition_method: manual content_hash: 2ec87d26fb1c4a392f94bd1ce85b7f3ab0573189889ffaf393bfcb8e16c3eb47 description: '' gh_license: MIT @@ -119276,8 +124976,8 @@ https://github.com/pyxll/pyxll-jupyter: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/quarkslab/kdigger: + addition_method: manual content_hash: f4a27a889826903e6df0d062853a0f298f43550db5f68bdb67865d878720debe description: '' gh_license: Apache-2.0 @@ -119296,8 +124996,8 @@ https://github.com/quarkslab/kdigger: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/quarkusio/quarkus-images: + addition_method: manual content_hash: 0ec83c8c1f325de5b915dd4b0c8b02fceeed0e563eece4a07cf4034296c06805 description: '' gh_license: Apache-2.0 @@ -119316,8 +125016,8 @@ https://github.com/quarkusio/quarkus-images: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://github.com/quay: + addition_method: manual ai_summary: The master GitHub organization for Project Quay, housing the enterprise registry engine, the Clair vulnerability scanner, the setup operators, and auxiliary storage backend connectors. @@ -119344,8 +125044,8 @@ https://github.com/quay: v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/quay/clair: + addition_method: manual ai_summary: 'The premier open-source static container vulnerability engine, running as an API service to systematically parse image layers for CVEs. Contrast: Curator Insight focuses on container registry integration, while Live Grounding confirms @@ -119378,8 +125078,8 @@ https://github.com/quay/clair: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/quay/quay: + addition_method: manual content_hash: 3d2c98a5656bdb1d273878d3882413689e23c320554fa6cb21eccd8a4a046b8d description: '' gh_license: Apache-2.0 @@ -119398,8 +125098,8 @@ https://github.com/quay/quay: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/quay/quay-operator: + addition_method: manual ai_summary: The official Kubernetes Operator for deploying and managing the life cycle of Project Quay registries. It automates storage setup, database migrations, and SSL termination within OpenShift and OKD clusters. @@ -119429,15 +125129,15 @@ https://github.com/quay/quay-operator: v2_locations: - registries.md year: '2024' - addition_method: manual https://github.com/quickbooks2018/eks-redmin: + addition_method: manual content_hash: 8c211db136ee5c96526f9cc1620ca8f75030bdbd5b6aa5aa8701ff0a338d3b8c health_score: 100.0 last_checked: 1779032236.574807 v1_locations: - docs/managed-kubernetes-in-public-cloud.md - addition_method: manual https://github.com/quii/learn-go-with-tests: + addition_method: manual ai_summary: An elite educational resource teaching Go fundamentals strictly through Test-Driven Development (TDD). Combines theoretical language semantics with highly disciplined, production-grade engineering habits. @@ -119468,8 +125168,46 @@ https://github.com/quii/learn-go-with-tests: v2_locations: - golang.md year: N/A - addition_method: manual +https://github.com/quinnypig/billie: + addition_method: automatic + ai_summary: '* **Curator Insight**: Provides an alternative approach to alert fatigue + by transforming routine pipeline completions into highly engaging, context-aware + humorous feedback. + + * **Live Grounding**: Associated with the DeployBar macOS menu bar release, this + engine monitors workflow runs, assessing failures and generating customizable + ''sarcastic'' alerts in real time.' + category: cicd-kubernetes-plugins + complexity: Intermediate + content_hash: 2487b532e9785661300d6700ab0c1f2dcf2dc2cc4719ed71c6ac13fd4d5825ce + description: An opinionated AI developer assistant that integrates directly with + GitHub, GitLab, and Vercel pipelines, utilizing a burned-out corporate platypus + persona to comment on commits. + hierarchy: + - CI/CD + - Deployment Monitoring + - Developer Experience + - AI Assistants + is_microservice: false + language: en + last_checked: 1780352730.207521 + reputation_status: Vetted + reputation_summary: Laid out by Duckbill Group's Corey Quinn in 2026. Gained rapid + traction among DevOps engineers for its integration of AI-fueled cynical humor + into routine CI/CD pipelines. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/38263e18c5c6c6cf4b1126c2c04439df8a5b65ab75d68e17b60fd0125d19c51d/quinnypig/billie + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: ci-monitoring + tags: + - COMMUNITY-TOOL + - EMERGING + title: 'quinnypig/billie: Billie the Platypus CI/CD Roast Engine' + year: '2026' https://github.com/quozd/awesome-dotnet: + addition_method: manual content_hash: 8eebf7523a322b244854d4bfd3c975f02c3d35bb74c67ad8719127f0edaa94aa description: '' gh_license: CC0-1.0 @@ -119481,8 +125219,8 @@ https://github.com/quozd/awesome-dotnet: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://github.com/r0hi7/k8s-In-30Mins: + addition_method: manual content_hash: 9a76d8ed6ba89872bc4f855338a3b06dbd367475cbe07aa54edd698163390c4c description: '' health_score: 100.0 @@ -119492,8 +125230,8 @@ https://github.com/r0hi7/k8s-In-30Mins: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://github.com/radondb/radondb-clickhouse-kubernetes: + addition_method: manual content_hash: 6bf0541b6264d23c2ae9474a3ed126b687783b8990cf12fd709048d74783cc42 description: '' gh_license: Apache-2.0 @@ -119512,8 +125250,8 @@ https://github.com/radondb/radondb-clickhouse-kubernetes: v2_locations: - databases.md year: N/A - addition_method: manual https://github.com/rainyear/python3-in-one-pic: + addition_method: manual content_hash: beaedfb67ee51a61ec57766c527cffdff6412df3f4a38322cd2f841feb054e44 gh_license: MIT gh_pushed: '2022-05-28T22:42:15Z' @@ -119528,8 +125266,8 @@ https://github.com/rainyear/python3-in-one-pic: - docs/python.md v2_locations: - python.md - addition_method: manual https://github.com/rakyll/fake-it-til-you-make-it: + addition_method: manual ai_summary: A shell-based script interface to generate programmatic git commits and simulate active GitHub profile contributions. Flagged as legacy under Minimum Viable Quality (MVQ) rules due to long-term inactivity. @@ -119558,8 +125296,8 @@ https://github.com/rakyll/fake-it-til-you-make-it: - recruitment.md - git.md year: N/A - addition_method: manual https://github.com/rakyll/go-test-trace: + addition_method: manual ai_summary: 'A diagnostic tool that visualizes Go test execution profiles as tracer outputs. Note: This tool is currently inactive (unmaintained for >4 years) but provides key architectural insights into test tracing.' @@ -119590,8 +125328,8 @@ https://github.com/rakyll/go-test-trace: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/ramitsurana/awesome-kubernetes: + addition_method: manual content_hash: 42dd8c4f15d2c36bdeb672bd1553a84162716bd59aa7d6624c1c9b7cad7a9afb description: '' gh_license: NOASSERTION @@ -119612,8 +125350,8 @@ https://github.com/ramitsurana/awesome-kubernetes: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/ran-isenberg/aws-lambda-handler-cookbook: + addition_method: manual content_hash: 3adf263dfb0dca4cf4c1bb258cae0dc704412fc57673f4e7a7219d3bb81874bc description: '' gh_license: MIT @@ -119633,8 +125371,8 @@ https://github.com/ran-isenberg/aws-lambda-handler-cookbook: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/rancher-sandbox/rancher-desktop: + addition_method: manual content_hash: 4cc4bb790ebc45dfd7ab9ac81bf2843710b7a824fb2809f364f585dfbfd33807 description: '' gh_license: Apache-2.0 @@ -119653,8 +125391,8 @@ https://github.com/rancher-sandbox/rancher-desktop: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/rancher/cis-operator: + addition_method: manual ai_summary: An automated system tool to execute CIS security scans inside Rancher ecosystems. Generates custom reports mapping nodes and master components against hardened CIS standards. @@ -119684,8 +125422,8 @@ https://github.com/rancher/cis-operator: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/rancher/fleet: + addition_method: manual content_hash: 59dac5f38ac5d0d3fec8c071dcfd9b7a386764887166ce42541d247d24565ffa description: '' gh_license: Apache-2.0 @@ -119704,8 +125442,8 @@ https://github.com/rancher/fleet: v2_locations: - rancher.md year: N/A - addition_method: manual https://github.com/rancher/harvester: + addition_method: manual content_hash: 3b2e19abd8296b9752ad15aee28558a0fdd95b8de19ba6ad76c1c635b9495163 description: '' health_score: 100.0 @@ -119715,8 +125453,8 @@ https://github.com/rancher/harvester: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://github.com/rancher/k3c: + addition_method: manual content_hash: e39ca65d6656fb6149b535457a255458bd2ce8e02fead714f7f14b43f30a15e0 description: '' gh_license: Apache-2.0 @@ -119737,8 +125475,8 @@ https://github.com/rancher/k3c: - rancher.md - matrix-table.md year: N/A - addition_method: manual https://github.com/rancher/k3d: + addition_method: manual content_hash: 1039a2408913c19f386a47e1f93a738a88734138d92c2013ccdf1dec64d8a0b8 description: '' health_score: 100.0 @@ -119749,8 +125487,8 @@ https://github.com/rancher/k3d: - docs/matrix-table.md - docs/rancher.md year: N/A - addition_method: manual https://github.com/rancher/k3os: + addition_method: manual content_hash: e9902e05f85a38dd6cac2e484f3f73bc1754fb17b180dfead48fb6905be1ab1b description: '' gh_license: Apache-2.0 @@ -119771,15 +125509,15 @@ https://github.com/rancher/k3os: - rancher.md - matrix-table.md year: N/A - addition_method: manual https://github.com/rancher/k3s: + addition_method: manual content_hash: f5d348e28531dc067a668385b979d3b9dddeec3081e9e8f58087fcef3cde74aa health_score: 100.0 last_checked: 1779031788.406214 v1_locations: - docs/rancher.md - addition_method: manual https://github.com/rancher/kim: + addition_method: manual content_hash: 4525f77236bd9a879da89fd046da655589131915f4b98e81205e1c077309bff4 description: '' gh_license: Apache-2.0 @@ -119798,8 +125536,8 @@ https://github.com/rancher/kim: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/rancher/system-upgrade-controller: + addition_method: manual content_hash: 0dac142485608d54b24f13b6624b877576823d70b903ded4a52282ead13a621c description: '' gh_license: Apache-2.0 @@ -119818,8 +125556,8 @@ https://github.com/rancher/system-upgrade-controller: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/rancherfederal/rke2-aws-tf: + addition_method: manual content_hash: bf02eb9ef0e184fcc8770cb7795961fe49e69ad4eeb504b011972cd14f4db94a description: '' health_score: 100.0 @@ -119829,8 +125567,8 @@ https://github.com/rancherfederal/rke2-aws-tf: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://github.com/ranchergovernment/rke2-aws-tf: + addition_method: manual content_hash: 1c9b0094da0f2a8882da9352f79903fe2c95c0dd131ad20070153ae508f49723 gh_license: MIT gh_pushed: '2026-01-13T10:11:15Z' @@ -119845,8 +125583,8 @@ https://github.com/ranchergovernment/rke2-aws-tf: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://github.com/rasbt/LLMs-from-scratch: + addition_method: manual ai_summary: Highly acclaimed code-first textbook guiding the creation of a Large Language Model (LLM) from scratch in PyTorch. Illustrates attention mechanisms, tokenizers, training loops, and weight loadings. @@ -119880,8 +125618,8 @@ https://github.com/rasbt/LLMs-from-scratch: - chatgpt.md - python.md year: N/A - addition_method: manual https://github.com/raspbernetes/k8s-security-policies: + addition_method: manual content_hash: 1010508e3b7c1f16c6babd05380c1c76d605f4f2599af9ce7355124fcb3ae2f8 description: '' gh_license: Apache-2.0 @@ -119900,8 +125638,8 @@ https://github.com/raspbernetes/k8s-security-policies: v2_locations: - securityascode.md year: N/A - addition_method: manual https://github.com/ray-project/kuberay: + addition_method: manual ai_summary: 'Curator Insight: An open-source Kubernetes Operator enabling the deployment and management of Ray clusters. @@ -119936,8 +125674,8 @@ https://github.com/ray-project/kuberay: - ai-agents-mcp.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/rayfrankenstein/AITOW: + addition_method: manual content_hash: f167bdf8c6ff0fdf4e87340795885c44f1084ebc23a319d79f5883585c2a8a98 description: '' health_score: 100.0 @@ -119955,8 +125693,8 @@ https://github.com/rayfrankenstein/AITOW: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/rchakode/kube-opex-analytics: + addition_method: manual content_hash: 168db3b3c5ba1a11529421fc010b01e54668be910a88204251b723aa86e32423 description: '' health_score: 100.0 @@ -119966,8 +125704,8 @@ https://github.com/rchakode/kube-opex-analytics: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/reactive-python/reactpy: + addition_method: manual content_hash: 36d508526ecdc0e2d5dcae02ad0f79df942633244d2b8dc8ffa6476130073dd2 description: '' gh_license: MIT @@ -119986,8 +125724,8 @@ https://github.com/reactive-python/reactpy: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/reactive-tech/kubegres: + addition_method: manual content_hash: 3f2a29147577d76dab7777b7145d4a675be1a77db611b34ff48d1707b4e0fc35 description: '' gh_license: Apache-2.0 @@ -120006,8 +125744,8 @@ https://github.com/reactive-tech/kubegres: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/readme/guides: + addition_method: manual content_hash: c848f8b68c6b3bae1e7e8496dd1360b45b79950f7276c4f9c9886ae34e0c67ef description: '' health_score: 100.0 @@ -120017,8 +125755,8 @@ https://github.com/readme/guides: title: GitHub Guides v1_locations: [] year: N/A - addition_method: manual https://github.com/readme/guides/functional-programming-basics: + addition_method: manual content_hash: afd9489bdfa752ab9ca6826f631c613c2b02b4b784201432ee74070e1fb4742f description: '' health_score: 100.0 @@ -120034,8 +125772,8 @@ https://github.com/readme/guides/functional-programming-basics: v2_locations: - developerportals.md year: N/A - addition_method: manual https://github.com/realopslabs/kubeledger: + addition_method: manual content_hash: 5b04b08eae216dd3fcd4b358029e2506475c4a4d90cb5524b236555719dac29d gh_license: NOASSERTION gh_pushed: '2026-05-22T09:29:09Z' @@ -120050,8 +125788,8 @@ https://github.com/realopslabs/kubeledger: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/realvz/awesome-eks: + addition_method: manual content_hash: fe1dfcd49bc327b98bfe470c7186fce0688f9e9660d4964902d0588b9ceda250 description: '' gh_license: Apache-2.0 @@ -120072,8 +125810,8 @@ https://github.com/realvz/awesome-eks: - kubernetes-tools.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/rebataur/djkube: + addition_method: manual content_hash: 72e58c4709f7dfedbd9b1766d86526ff87813bbd4a8ec29977cb0b5c02825374 description: '' health_score: 100.0 @@ -120083,8 +125821,8 @@ https://github.com/rebataur/djkube: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/rebataur/fskube: + addition_method: manual ai_summary: A lightweight, community-driven development aid designed to bridge local filesystems with Kubernetes volumes. Live Grounding indicates the project has had minimal recent activity, classifying it as a legacy utility. It may serve @@ -120115,8 +125853,8 @@ https://github.com/rebataur/fskube: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2020' - addition_method: manual https://github.com/recognai/rubrix: + addition_method: manual content_hash: 0690f80fc36f4cb02ed029bc6c5b938ec4b294dd307407b331f0c511d5180aba description: '' health_score: 100.0 @@ -120126,8 +125864,8 @@ https://github.com/recognai/rubrix: v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://github.com/reconquest/tubekit: + addition_method: manual content_hash: 5d7affed1942aecdf11fccd06a38ae5d89e15cb4acc3e73cef31a2a985f5c1da description: '' gh_license: MIT @@ -120148,8 +125886,8 @@ https://github.com/reconquest/tubekit: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/red-hat-storage/ocs-operator: + addition_method: manual content_hash: ccb10ba5077f44b9ce15d64e3911d9b77ce01774d0168ab9e8b7fe59f3ea578c gh_license: Apache-2.0 health_score: 100.0 @@ -120157,8 +125895,8 @@ https://github.com/red-hat-storage/ocs-operator: needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://github.com/reddec/keycloak-ext-operator: + addition_method: manual content_hash: 87e7132ebcf352e166aa21263243b759ca595613eadf0c9760bf2b65298c2759 description: '' gh_license: Apache-2.0 @@ -120177,8 +125915,8 @@ https://github.com/reddec/keycloak-ext-operator: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/redhat-actions: + addition_method: manual content_hash: fff36b9b0ae0b20fa9ccbeda2036688654bbaaaedfeacbff508b156b6e786300 description: '' health_score: 100.0 @@ -120196,8 +125934,8 @@ https://github.com/redhat-actions: - git.md - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/redhat-actions/openshift-actions-runner: + addition_method: manual content_hash: 7169265c1640d37f76a0f53ed8996891812d99df66a397a020ca4592a28ad8c9 description: '' health_score: 100.0 @@ -120208,8 +125946,8 @@ https://github.com/redhat-actions/openshift-actions-runner: - docs/git.md - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/redhat-actions/openshift-actions-runner-chart: + addition_method: manual content_hash: bdc59d35d60c918c626f93ebc8e3d1778da0948e1bb4e826eff5026a4a905f94 description: '' health_score: 100.0 @@ -120219,8 +125957,8 @@ https://github.com/redhat-actions/openshift-actions-runner-chart: v1_locations: - docs/git.md year: N/A - addition_method: manual https://github.com/redhat-actions/openshift-actions-runners: + addition_method: manual content_hash: 4a5865877e0f85ea9003085551ec5e3d03ce8c9e7154551d1f1ba2a597162901 health_score: 100.0 last_checked: 1779130495.021121 @@ -120234,8 +125972,8 @@ https://github.com/redhat-actions/openshift-actions-runners: v2_locations: - git.md - jenkins-alternatives.md - addition_method: manual https://github.com/redhat-actions/openshift-actions-runners-chart: + addition_method: manual health_score: 64.0 last_checked: 1779130494.976247 review_metadata: @@ -120250,8 +125988,8 @@ https://github.com/redhat-actions/openshift-actions-runners-chart: - docs/git.md v2_locations: - git.md - addition_method: manual https://github.com/redhat-actions/spring-petclinic: + addition_method: manual content_hash: b1804abf247eaa9a3595c4aaed6a55204e772e874774c58e799c02b6d5a6bbc2 description: '' gh_license: Apache-2.0 @@ -120270,8 +126008,8 @@ https://github.com/redhat-actions/spring-petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/redhat-certification/chart-verifier: + addition_method: manual ai_summary: Red Hat's automated verification tool built to certify that third-party Helm charts align with platform standards on OpenShift. It performs automated checks against strict deployment policies and security guidelines. @@ -120304,8 +126042,8 @@ https://github.com/redhat-certification/chart-verifier: - helm.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/redhat-cop: + addition_method: manual content_hash: 503b2db131d084ebfd458d1176678a64e5e04b8a9c63f7ad8a3278145b4ccd70 description: '' health_score: 100.0 @@ -120321,8 +126059,8 @@ https://github.com/redhat-cop: v2_locations: - ocp3.md year: N/A - addition_method: manual https://github.com/redhat-cop/container-pipelines: + addition_method: manual ai_summary: 'Curator Insight: An educational reference repository containing sample pipelines for Red Hat OpenShift Container Platform. @@ -120355,8 +126093,8 @@ https://github.com/redhat-cop/container-pipelines: v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://github.com/redhat-cop/dynamic-rbac-operator: + addition_method: manual content_hash: bff5dd84d90e24f94092dfa3c869d9b2d7baf0eb812617b0d8fc491c9d080731 description: '' gh_license: Apache-2.0 @@ -120375,8 +126113,8 @@ https://github.com/redhat-cop/dynamic-rbac-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/redhat-cop/gitops-catalog: + addition_method: manual content_hash: 28e872d62dd05f2d4d88ec6141cc8e2e4b6f9a8e6bc44d2f47e55c1291db8d0c description: '' gh_license: Apache-2.0 @@ -120395,8 +126133,8 @@ https://github.com/redhat-cop/gitops-catalog: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/redhat-cop/infra-ansible: + addition_method: manual content_hash: ab2e14faa72cffb2fe348d6396361af9c07bfc23405af10540f220999184db21 gh_license: Apache-2.0 gh_pushed: '2024-12-25T00:34:57Z' @@ -120411,8 +126149,8 @@ https://github.com/redhat-cop/infra-ansible: - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual 'https://github.com/redhat-cop/infra-ansible/tree/master/roles/identity-management ': + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -120422,8 +126160,8 @@ https://github.com/redhat-cop/infra-ansible: v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://github.com/redhat-cop/keepalived-operator: + addition_method: manual content_hash: 36ebcc8a8c1e0b111e6f6a4d84a1eb0a7df3ef7f97b74c9f36e825c3b3452a79 description: '' gh_license: Apache-2.0 @@ -120442,8 +126180,8 @@ https://github.com/redhat-cop/keepalived-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/redhat-cop/openshift-applier: + addition_method: manual content_hash: c5045b3bfe9fb02f4e1c402ac4e20a541531cc4c8d477d3108772d98342d5b20 description: '' gh_license: Apache-2.0 @@ -120462,8 +126200,8 @@ https://github.com/redhat-cop/openshift-applier: v2_locations: - gitops.md year: N/A - addition_method: manual https://github.com/redhat-cop/openshift-playbooks: + addition_method: manual content_hash: 322d2044fcde21fd62b287e7a6b3a2aa7b942139a6745530d8b14a1ab5ebd790 description: '' gh_license: CC-BY-SA-4.0 @@ -120475,8 +126213,8 @@ https://github.com/redhat-cop/openshift-playbooks: v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://github.com/redhat-cop/openshift-toolkit: + addition_method: manual content_hash: 73930c1fbb7418f2401b9edd0df604cbee3db613a9835abccb329a06bedbaecb description: '' gh_license: Apache-2.0 @@ -120488,8 +126226,8 @@ https://github.com/redhat-cop/openshift-toolkit: v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://github.com/redhat-cop/openshift-toolkit/tree/master/capacity-dashboard: + addition_method: manual content_hash: 049ec769aec9d45569d1de327ebb3742264ba2ef49ddfa1fc0ac459fe68d4b03 gh_license: Apache-2.0 health_score: 100.0 @@ -120497,8 +126235,8 @@ https://github.com/redhat-cop/openshift-toolkit/tree/master/capacity-dashboard: needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/redhat-cop/openshift-toolkit/tree/master/custom-dashboards: + addition_method: manual content_hash: 2bfcf18e1623bfc91158bf24be624875fa444d591fe10c1d34310a0143450f5a gh_license: Apache-2.0 health_score: 100.0 @@ -120506,8 +126244,8 @@ https://github.com/redhat-cop/openshift-toolkit/tree/master/custom-dashboards: needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/redhat-cop/openshift-toolkit/tree/master/networkpolicy: + addition_method: manual content_hash: cd907088eeb5ced935681a6c6a7422bdddcf468be81abcf597bc7947be65cba1 description: '' gh_license: Apache-2.0 @@ -120526,8 +126264,8 @@ https://github.com/redhat-cop/openshift-toolkit/tree/master/networkpolicy: v2_locations: - openshift.md year: N/A - addition_method: manual https://github.com/redhat-cop/openshift-toolkit/tree/master/quota-management: + addition_method: manual content_hash: 0ee9da0840ba5110b22c139014a88b0d20833b3c13250ae5dfefc13166cad2f4 description: '' gh_license: Apache-2.0 @@ -120546,15 +126284,15 @@ https://github.com/redhat-cop/openshift-toolkit/tree/master/quota-management: v2_locations: - ocp3.md year: N/A - addition_method: manual https://github.com/redhat-cop/pelorus: + addition_method: manual content_hash: 9e0a361d7f9844408ff4bb2f67698201bd08cb34e4b2b3ab44c90bb11bbe1970 health_score: 100.0 last_checked: 1779032372.213471 v1_locations: - docs/monitoring.md - addition_method: manual https://github.com/redhat-cop/pipeline-library: + addition_method: manual ai_summary: 'Curator Insight: A collection of shared pipeline libraries for Jenkins implementations on OpenShift. @@ -120587,8 +126325,8 @@ https://github.com/redhat-cop/pipeline-library: v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://github.com/redhat-cop/quay-operator: + addition_method: manual content_hash: 29bf38ae0cd9b442da8f581ec65f8dc6e0daee5b7d2be93453ebf87c6c63847b description: '' health_score: 100.0 @@ -120598,8 +126336,8 @@ https://github.com/redhat-cop/quay-operator: v1_locations: - docs/registries.md year: N/A - addition_method: manual https://github.com/redhat-developer-demos: + addition_method: manual content_hash: 86a2f65ef28633dcbfc8bb69566b134096d084b2399d0efbfbf5a1a60e6f4887 description: '' health_score: 100.0 @@ -120615,8 +126353,8 @@ https://github.com/redhat-developer-demos: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/redhat-developer-demos/istio-tutorial: + addition_method: manual content_hash: 6aa944dab53781d6e7f95f9c8fc283d81c70e52b6191693d2f3c95f0bebf7436 description: '' health_score: 100.0 @@ -120626,8 +126364,8 @@ https://github.com/redhat-developer-demos/istio-tutorial: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/redhat-developer-demos/knative-tutorial: + addition_method: manual content_hash: 32a735e398958e5c1d0b6daac824581708477f5be29cbfc3b5bd1d5e4822342f description: '' gh_license: Apache-2.0 @@ -120646,8 +126384,8 @@ https://github.com/redhat-developer-demos/knative-tutorial: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/redhat-developer-demos/spring-petclinic: + addition_method: manual content_hash: fd24727441ba9292563440cf72f52c7fc639eba4eb1f369c8ae9f1ebddf16460 description: '' health_score: 100.0 @@ -120663,8 +126401,8 @@ https://github.com/redhat-developer-demos/spring-petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/redhat-developer/odo: + addition_method: manual ai_summary: A developer-focused CLI utility for writing, deploying, and debugging cloud-native software directly on OpenShift and general Kubernetes clusters. Cuts deployment friction by enabling developers to focus on active code rather than @@ -120695,8 +126433,8 @@ https://github.com/redhat-developer/odo: v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://github.com/redhat-gpte-devopsautomation/ocp4_app_deploy_homework_grading: + addition_method: manual content_hash: 11952450ee620a2e1caf388fa3392fac6fdaf3c0f552d391f01606a264b8d935 description: '' health_score: 100.0 @@ -120713,8 +126451,8 @@ https://github.com/redhat-gpte-devopsautomation/ocp4_app_deploy_homework_grading v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/redhat-scholars/istio-tutorial: + addition_method: manual ai_summary: A hands-on, scenario-driven learning path designed by Red Hat to introduce developers to Istio's core operational capabilities. Covers basic deployment, routing rules, traffic splitting, dark launches, resilient patterns like circuit @@ -120748,8 +126486,8 @@ https://github.com/redhat-scholars/istio-tutorial: - istio.md - demos.md year: N/A - addition_method: manual https://github.com/redhatdemocentral/ocp-install-demo: + addition_method: manual content_hash: 37d4ae26478a77707dc937bd7afb50f9571de3db2345633bfe9f35e0a152d073 description: '' health_score: 100.0 @@ -120766,8 +126504,8 @@ https://github.com/redhatdemocentral/ocp-install-demo: v2_locations: - openshift.md year: N/A - addition_method: manual https://github.com/redhatspain/apache-reverse-proxy-jenkins: + addition_method: manual content_hash: 9d875b557b84eed1c35aed8d8cbd536b4ad4f9af17e64b8ac003b1e033ee998d description: '' health_score: 100.0 @@ -120777,8 +126515,8 @@ https://github.com/redhatspain/apache-reverse-proxy-jenkins: v1_locations: - docs/web-servers.md year: N/A - addition_method: manual https://github.com/redhatspain/awesome-kubernetes/blob/master/pdf/dynatrace_demo.pdf: + addition_method: manual content_hash: 87bdcfd7de5bf5edde67964c50cb353136bae950347fd52ab4b285fcaddae3c5 description: '' health_score: 100.0 @@ -120788,15 +126526,15 @@ https://github.com/redhatspain/awesome-kubernetes/blob/master/pdf/dynatrace_demo v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://github.com/redhatspain/awesome-kubernetes/tree/master/pdf: + addition_method: manual content_hash: 1f38461b8ef6fb950943d311d635603a28b0210389b47d3c8c3bfd6a1d1e9b1f health_score: 100.0 last_checked: 1779032340.215629 v1_locations: - docs/ocp4.md - addition_method: manual https://github.com/redhatspain/confluence6-atlassian: + addition_method: manual content_hash: 68899e39f2e8c69de2e1bc9a7085f64c600c83931fd0a3cdadfa7136cd37c6a3 description: '' health_score: 100.0 @@ -120806,8 +126544,8 @@ https://github.com/redhatspain/confluence6-atlassian: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://github.com/redhatspain/jenkins-CasC-kubernetes-demo: + addition_method: manual content_hash: de8f3797f1dc811127980d26c0db9fe57190976c33590c276556b1ead02e05f6 description: '' health_score: 100.0 @@ -120817,8 +126555,8 @@ https://github.com/redhatspain/jenkins-CasC-kubernetes-demo: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/redhatspain/nexus3-helm-chart: + addition_method: manual content_hash: c47112a19729667b9426ca0878bae659779bcea302b5d100a828a37305451200 description: '' health_score: 100.0 @@ -120828,8 +126566,8 @@ https://github.com/redhatspain/nexus3-helm-chart: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/redkubes/otomi-core: + addition_method: manual content_hash: 39d17f5e01336c933d85de62b95e90f66645b05c9f8e301a3bb5520d27cc0df5 description: '' health_score: 100.0 @@ -120839,8 +126577,8 @@ https://github.com/redkubes/otomi-core: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/redpanda-data/console: + addition_method: manual ai_summary: 'Curator Insight: Excellent web UI (now Redpanda Console) designed for debugging and exploring event streams. Live Grounding: Outstanding user experience presenting topology, schema registry mapping, consumer tracking, and high-performance @@ -120868,8 +126606,8 @@ https://github.com/redpanda-data/console: v2_locations: - message-queue.md year: '2026' - addition_method: manual https://github.com/redpanda-data/kowl: + addition_method: manual content_hash: eb6cee0202e057298f985d2033125765332c425f6edbe4942af179bfe21ac5e1 description: '' health_score: 100.0 @@ -120879,8 +126617,8 @@ https://github.com/redpanda-data/kowl: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://github.com/reetasingh/CKAD-Bookmarks: + addition_method: manual content_hash: dff58f531df854fa84ac372bc6f10784d54b17ebf8cc25c48c5ddde5ed301a2d description: '' gh_license: MIT @@ -120899,8 +126637,43 @@ https://github.com/reetasingh/CKAD-Bookmarks: v2_locations: - kubernetes.md year: N/A - addition_method: manual +https://github.com/regret546/AzureBlueprints/tree/main/iac-azure-bastion-hub-spoke: + addition_method: automatic + ai_summary: A ready-to-deploy Infrastructure-as-Code repository facilitating standard + landing zone security configurations on Azure. Automates the provisioning of Azure + Bastion hosted in a centralized Hub virtual network, establishing secure, peer-routed + administrative access tunnels to VMs housed in secondary Spoke networks. Implements + strict enterprise topology rules to minimize public-facing attack surfaces without + disrupting operational connectivity. + category: azure + complexity: intermediate + content_hash: ba30c6b7f96e540b46eb1750dfa7e3dbf5d6010da3746457ff7be3ef464e03e7 + description: An Infrastructure-as-Code blueprint to automate the deployment of Azure + Bastion within a hub-and-spoke virtual network topology. + hierarchy: + - Cloud Infrastructure + - Azure + - Networking + - Hub and Spoke + - Azure Bastion IaC + is_microservice: false + language: en + last_checked: 1780352037.40145 + reputation_status: Vetted + reputation_summary: Active community project detailing enterprise standard cloud + architecture topologies. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/26aa80ab90c6bd6129d48a65ad1a5affeb1612c4f5d2ff79857c7ac4fd6a8b8f/regret546/AzureBlueprints + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[COMMUNITY-TOOL]' + title: Azure Bastion Hub-Spoke IaC Blueprint + year: '2026' https://github.com/rehacktive/caffeine: + addition_method: manual ai_summary: Curator Insight shows Caffeine as a simple Go command-line tool designed to prevent system sleep cycles. Live Grounding shows stable but quiet activity, functioning perfectly as an OS-level utility. @@ -120930,8 +126703,8 @@ https://github.com/rehacktive/caffeine: v2_locations: - golang.md year: N/A - addition_method: manual https://github.com/rekon-oss/portfall: + addition_method: manual content_hash: 1f3cab895c3d5d3bf7ef5c7d6ef01043692b0314dab49a19317fca41a7ef5b5a description: '' health_score: 100.0 @@ -120942,8 +126715,8 @@ https://github.com/rekon-oss/portfall: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/rene6502/keepass-secret: + addition_method: manual content_hash: 8eff8a8be448a4148fc1ac4bacdfc6c3a0e6328b643d4ddf713f2c271ac20613 description: '' gh_license: MIT @@ -120962,8 +126735,8 @@ https://github.com/rene6502/keepass-secret: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/reneaudain/jenkins_tf_repo: + addition_method: manual content_hash: 00139cb5839658cc1e9b768e419c1ae54cf1ff6bb68af7292dfad2f96814226d description: '' health_score: 100.0 @@ -120980,8 +126753,8 @@ https://github.com/reneaudain/jenkins_tf_repo: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/replicatedhq/troubleshoot: + addition_method: manual content_hash: ab452e5ede9ee17c96b1d2b2d0e07b1c18589b9dac1fa9ce2c94f4ac2701b302 description: '' gh_license: Apache-2.0 @@ -121002,8 +126775,8 @@ https://github.com/replicatedhq/troubleshoot: - kubernetes-tools.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/resmoio/kubernetes-event-exporter: + addition_method: manual content_hash: 951f3f78dd520fc442d23ef9b1816aa9f9a624f20ed905dc7d4af9f22d71a305 description: '' gh_license: Apache-2.0 @@ -121022,8 +126795,46 @@ https://github.com/resmoio/kubernetes-event-exporter: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual +https://github.com/resources/events/github-microsoft-build26: + addition_method: automatic + ai_summary: 'A central resource repository highlighting GitHub''s shift toward the + agentic software development lifecycle during Microsoft Build 2026. + + - Features reference materials on compiling custom knowledge bases, configuring + terminal-native tools, and deploying Copilot-powered workflows. + + - Showcases specialized integrations like OpenClaw for local agent loops and the + terminal-based Microsoft Build CLI plugin to interface with live cloud resources.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 38d3e9552cfe9e4ef4ff5d4798451c58a0a6c3d06890f61a6f50a3160da43c5a + description: Official collection of demos, code-first agent workshops, and terminal + toolkits featured at the Microsoft Build 2026 conference. + hierarchy: + - Software Engineering + - AI-Assisted Development + - Agentic Systems + - Developer Tooling + is_microservice: false + language: en + last_checked: 1780352838.801085 + reputation_status: Vetted + reputation_summary: Official events hub repository detailing GitHub and Microsoft + integrations at Build 2026. Highly vetted, authoritative and heavily referenced + during the June 2026 conference. + resource_type: event + social_preview_url: '' + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: developer-events + tags: + - '[EMERGING]' + - '[GUIDE]' + title: GitHub at Microsoft Build 2026 + year: '2026' https://github.com/resources/whitepapers/actions: + addition_method: manual ai_summary: An official enterprise whitepaper detailing the strategic benefits of unifying CI/CD and developer automation workflows directly within the GitHub ecosystem. complexity: Intermediate @@ -121051,8 +126862,8 @@ https://github.com/resources/whitepapers/actions: v2_locations: - git.md year: '2022' - addition_method: manual https://github.com/reviewdog/reviewdog: + addition_method: manual content_hash: b66adcc890091ac5c67c9dbc5000a5f59e5f4d853714436d32699d7be95a521a description: '' gh_license: MIT @@ -121071,8 +126882,8 @@ https://github.com/reviewdog/reviewdog: v2_locations: - qa.md year: N/A - addition_method: manual https://github.com/rh-messaging/artemis-prometheus-metrics-plugin: + addition_method: manual content_hash: 8ef645952b41c8c9048429b780036f62a1742f360244b250ae6aa6ac89b8b5a1 description: '' gh_license: Apache-2.0 @@ -121093,8 +126904,8 @@ https://github.com/rh-messaging/artemis-prometheus-metrics-plugin: - prometheus.md - grafana.md year: N/A - addition_method: manual https://github.com/ricardomaraschini/tagger: + addition_method: manual content_hash: ec474449a5d1c5337c1ab6d4446faca214cf67ff0457127652ba0340f069143c description: '' gh_license: Apache-2.0 @@ -121113,8 +126924,8 @@ https://github.com/ricardomaraschini/tagger: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ricoberger/vault-secrets-operator: + addition_method: manual content_hash: 59363a26a104496ba1ec0798d143393b7d2a0b4175343ecd92dec3425d970b58 description: '' gh_license: MIT @@ -121133,8 +126944,8 @@ https://github.com/ricoberger/vault-secrets-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/rmb938/hostport-allocator: + addition_method: manual content_hash: 882482d19f013805f1289308977db6293265f766f0b3f076c25a236073db6560 description: '' gh_license: MIT @@ -121153,8 +126964,8 @@ https://github.com/rmb938/hostport-allocator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/robscott/kube-capacity/releases: + addition_method: manual content_hash: 4b11fd0b190de20e55cfc8c521ce0731be7a5ad1b21bea34d953e9713c6ce04a description: '' gh_license: Apache-2.0 @@ -121173,8 +126984,8 @@ https://github.com/robscott/kube-capacity/releases: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/robusta-dev/chatgpt-yaml-generator: + addition_method: manual ai_summary: A tailored schema wizard matching generative prompts to robust Kubernetes structures. 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Artificial Intelligence + - E-Learning + - LLM Engineering + - Agent Frameworks + is_microservice: false + language: en + last_checked: 1780352686.744469 + reputation_status: Vetted + reputation_summary: Highly praised by the developer and AI engineering communities + on Reddit and DEV.to for its unique, hands-on methodology that rebuilds core AI + algorithms from raw mathematical foundations before implementing production libraries. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/0a08e166a20579d2f601b33f745c9976a6f74136cf52ffd71777c57e88abfc2b/rohitg00/ai-engineering-from-scratch + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: ai-engineering + tags: + - GUIDE + - COMMUNITY-TOOL + title: rohitg00/ai-engineering-from-scratch + year: '2026' https://github.com/roib20/terraform-provision-gke-cloudflare: + addition_method: manual content_hash: fb5edeeb99997cd6b1facb9a8dcfdae866ecad72d3bf06f7cb09189569788890 description: '' gh_license: MPL-2.0 @@ -121306,8 +127158,8 @@ https://github.com/roib20/terraform-provision-gke-cloudflare: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/rootless-containers/usernetes: + addition_method: manual content_hash: dc94480bb8e53be78b5973962747280d9a4e6d8a21c43d2177e470c2ffd8b2a3 description: '' gh_license: Apache-2.0 @@ -121326,16 +127178,16 @@ https://github.com/rootless-containers/usernetes: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/rootsongjc: + addition_method: manual content_hash: 0ea884cddf637bf061874a591f5aae79234b4728c03c20228d422e845731db28 health_score: 100.0 last_checked: 1779029916.915163 needs_ai_refresh: true v1_locations: - docs/kubernetes.md - addition_method: manual https://github.com/rootsongjc/awesome-cloud-native: + addition_method: manual content_hash: 33e15dc277a7a2f4fed420f6fef49071aa9f122abac77a1e6f33e807b04e41ae description: '' gh_license: CC0-1.0 @@ -121355,8 +127207,8 @@ https://github.com/rootsongjc/awesome-cloud-native: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/rosehgal/k8s-In-30Mins: + addition_method: manual content_hash: 5c81ebfd4d71713255c9b7c98599d5f544fe17db032c2208b4d0142b17b3c5af gh_license: MIT gh_pushed: '2021-03-18T12:05:22Z' @@ -121371,8 +127223,8 @@ https://github.com/rosehgal/k8s-In-30Mins: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://github.com/rossmcdonald/telegraf: + addition_method: manual content_hash: 1b1fb7e8b7e664928bf40f29d92222d796fc8977e041a9dd745801e8c72a13f1 description: '' health_score: 100.0 @@ -121388,8 +127240,8 @@ https://github.com/rossmcdonald/telegraf: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/rothgar/bashScheduler: + addition_method: manual content_hash: 8fe75c35268dbffe245c454389314c522719dad8a4eda2c0036a802901db59f0 description: '' health_score: 100.0 @@ -121405,8 +127257,8 @@ https://github.com/rothgar/bashScheduler: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/rottencandy/vimkubectl: + addition_method: manual content_hash: f5f9d3d49206dc38f110fe21cfb12e9dab397169ea4d991c3c7031a7f1eab415 description: '' gh_license: MIT @@ -121425,8 +127277,8 @@ https://github.com/rottencandy/vimkubectl: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/roubles/kubeshell: + addition_method: manual content_hash: f8f2a3986ffa4bb8b9370f9a3641d54d4aa8807d43d58103bcd0b2ac86e4b41c description: '' health_score: 100.0 @@ -121442,8 +127294,8 @@ https://github.com/roubles/kubeshell: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/rromannissen/rhoar-microservices-demo: + addition_method: manual content_hash: 95dde057da8c5abf503c8dcc3df9e420a8c5a0426349497b59a1302a0f9710be description: '' health_score: 100.0 @@ -121460,8 +127312,8 @@ https://github.com/rromannissen/rhoar-microservices-demo: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/ruanbekker/thanos-cluster-setup: + addition_method: manual content_hash: d42af94cf3d1e82530ae18a98cb6577aea0011fea899ccdb7220671deb1894ff description: '' health_score: 100.0 @@ -121477,8 +127329,8 @@ https://github.com/ruanbekker/thanos-cluster-setup: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/run-x/awesome-kubernetes: + addition_method: manual content_hash: 11bf03c69bbe82170cc65a6d731332e0d8490d6115be6a7cac0c8e46e2e6b898 description: '' gh_license: CC0-1.0 @@ -121498,8 +127350,8 @@ https://github.com/run-x/awesome-kubernetes: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/run-x/opta: + addition_method: manual content_hash: 7ddffc9789005403b41f392303e2ff2329c501f0e300b82f48da1910b84859ed description: '' gh_license: Apache-2.0 @@ -121518,8 +127370,8 @@ https://github.com/run-x/opta: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/runacapital/awesome-oss-alternatives: + addition_method: manual content_hash: 027362fede1dc4ec436aa5cf1d6060b6e588e3cdb939c743b23bd97660638fee description: '' gh_license: MIT @@ -121540,8 +127392,8 @@ https://github.com/runacapital/awesome-oss-alternatives: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/ruoshan/autoportforward: + addition_method: manual content_hash: e2838fc21d9d8030e022eff89c490f919d46a9c7d46e7e9ca6a247a44a0b63c2 description: '' gh_license: BSD-3-Clause @@ -121560,8 +127412,8 @@ https://github.com/ruoshan/autoportforward: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ryane/kfilt: + addition_method: manual content_hash: 490d377e5cb660d558d2f74d305b930819d9f6d133d5fb28809a2f8b540c1205 description: '' gh_license: Apache-2.0 @@ -121580,8 +127432,8 @@ https://github.com/ryane/kfilt: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ryanmcdermott/clean-code-javascript: + addition_method: manual content_hash: 7eb8ba9384eca2b939940ec992baada3b78ee4b207263f6ad0d85a448c1e7825 gh_license: MIT health_score: 100.0 @@ -121589,8 +127441,8 @@ https://github.com/ryanmcdermott/clean-code-javascript: needs_ai_refresh: true v1_locations: - docs/javascript.md - addition_method: manual https://github.com/rydogs/kubecle: + addition_method: manual content_hash: 9ed40c3e36850bbd75bac54f30f7e1822cd002e72995e0ca627563da881de8df description: '' gh_license: MIT @@ -121609,8 +127461,8 @@ https://github.com/rydogs/kubecle: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/sa-mw-dach/podium: + addition_method: manual content_hash: b956fa8ef7aba4e53e3281f977690f599659e63a0e196447669805c79b9419b3 description: '' health_score: 100.0 @@ -121626,8 +127478,8 @@ https://github.com/sa-mw-dach/podium: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://github.com/sageteam-org/django-sage-painless: + addition_method: manual content_hash: ffc77c4da3b3d8757b604070bfd6d9cd7e51c0a5dda9d14c80542c8afd157c93 description: '' health_score: 100.0 @@ -121637,8 +127489,8 @@ https://github.com/sageteam-org/django-sage-painless: v1_locations: - docs/python.md year: N/A - addition_method: manual https://github.com/sageteamorg/django-sage-painless: + addition_method: manual content_hash: 8a5bbd46448e1bd8a5dbb631084ab936a053c45c9bd35fc2fd49fe49ae1fcf31 gh_license: GPL-3.0 gh_pushed: '2024-07-22T18:18:21Z' @@ -121653,8 +127505,8 @@ https://github.com/sageteamorg/django-sage-painless: - 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azure.md year: N/A - addition_method: manual https://github.com/sajeetharan/azure-mindmap/blob/master/azure-fundamentals/AZ-900.pdf: + addition_method: manual content_hash: 84b4bd58ed14b2aba03676af5bb6abd2981e801a7f8d0679aa82e42a9e3f50cd description: '' health_score: 100.0 @@ -121720,8 +127572,8 @@ https://github.com/sajeetharan/azure-mindmap/blob/master/azure-fundamentals/AZ-9 v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/salesforce/craft: + addition_method: manual content_hash: 225dc0a4e87f67e6ba5854b6819142f49d370fb12f0631bd187a54734d8cdd8f description: '' gh_license: BSD-3-Clause @@ -121740,8 +127592,8 @@ https://github.com/salesforce/craft: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/salesforce/metabadger: + addition_method: manual content_hash: e5597c83b87384f9e17cdf455a220ad9e07a95a74c87321d607a1598bd3be381 description: '' gh_license: BSD-3-Clause @@ -121760,8 +127612,8 @@ https://github.com/salesforce/metabadger: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/salesforce/sloop: + addition_method: manual content_hash: c97c8f01ea80af82ee8bf3c4c12cc95695d3418d96ea83834323de35e5eef5be description: '' gh_license: BSD-3-Clause @@ -121780,8 +127632,8 @@ https://github.com/salesforce/sloop: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/saml-to/assume-aws-role-action: + addition_method: manual content_hash: a8939c5a4351f7c5a541b07acabd1a4a33c3f78eb27a77f28166b98ef2e6eb81 description: '' gh_license: NOASSERTION @@ -121800,23 +127652,23 @@ https://github.com/saml-to/assume-aws-role-action: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/samrocketman: + addition_method: manual content_hash: ccdb73745887b221a98835c422deb14be9b43a54f17bc7eb184f66cc22bfb681 health_score: 100.0 last_checked: 1779030534.414075 v1_locations: - docs/jenkins.md - addition_method: manual https://github.com/samrocketman/docker-jenkins-jervis/blob/main/README.md: + addition_method: manual content_hash: 641a3f8213f628baeba0a177895b8afcdafa5ca33d77725ddf8e27ebef4aaa82 health_score: 100.0 last_checked: 1779130494.993925 needs_ai_refresh: true v1_locations: - docs/jenkins.md - addition_method: manual https://github.com/samrocketman/docker-jenkins-jervis/blob/master/README.md: + addition_method: manual content_hash: 9f8b5eaaf9ca73dc37522422efc7da95c5f17d85a2a194351e41163ad4722e4d description: '' health_score: 100.0 @@ -121826,8 +127678,8 @@ https://github.com/samrocketman/docker-jenkins-jervis/blob/master/README.md: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://github.com/samrocketman/jenkins-script-console-scripts: + addition_method: manual content_hash: 711ca16ae22394e1c7c5785fd4b4b83f69d5ebeceb3c9286150218e07475cba7 description: '' gh_license: MIT @@ -121839,8 +127691,8 @@ https://github.com/samrocketman/jenkins-script-console-scripts: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://github.com/samrocketman/jervis/wiki: + addition_method: manual content_hash: 93eaf9d57e489a5ce082c63a8dd5e997d36e4e74dc9fa9843a8371d5980c5d7c description: '' gh_license: Apache-2.0 @@ -121859,8 +127711,8 @@ https://github.com/samrocketman/jervis/wiki: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/samrocketman/nexus3-config-as-code: + addition_method: manual ai_summary: A declarative configuration-as-code utility for bootstrapping Nexus 3 configurations, utilizing Groovy scripting. Unmaintained for over four years and marked as legacy. @@ -121890,8 +127742,8 @@ https://github.com/samrocketman/nexus3-config-as-code: v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/samyfodil/taubyte-llama-satellite: + addition_method: manual ai_summary: An experimental extension linking llama.cpp to the Taubyte engine, enabling localized, serverless large language model (LLM) inference across edge nodes. complexity: Advanced @@ -121920,8 +127772,8 @@ https://github.com/samyfodil/taubyte-llama-satellite: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://github.com/saturnism/awesome-cloud-native-java: + addition_method: manual content_hash: 304e0ff20521d8e9925626ba5c54b7204835ea5b029b6f81d31978f5a68e0d89 description: '' health_score: 100.0 @@ -121938,8 +127790,8 @@ https://github.com/saturnism/awesome-cloud-native-java: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/saturnism/spring-petclinic-gcp: + addition_method: manual content_hash: e1bcf973155aad6da1d00f86768b8fb782c990eb11a6a10009cab4a8715ae6ee description: '' gh_license: NOASSERTION @@ -121952,8 +127804,8 @@ https://github.com/saturnism/spring-petclinic-gcp: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/sauljabin/kaskade: + addition_method: manual ai_summary: 'Curator Insight: Modern Terminal User Interface (TUI) client for Apache Kafka. Live Grounding: Employs an elegant console layout allowing engineering teams to navigate topics, inspect raw schema properties, and watch streaming events @@ -121984,8 +127836,8 @@ https://github.com/sauljabin/kaskade: v2_locations: - message-queue.md year: N/A - addition_method: manual https://github.com/savecost/datav: + addition_method: manual content_hash: 446a82fc88f4cec9598c9c7450122067d985466c84059b867e07994b4b372982 description: '' health_score: 100.0 @@ -121995,8 +127847,8 @@ https://github.com/savecost/datav: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://github.com/sbilly/awesome-security: + addition_method: manual content_hash: e639c7488b58ca1f803e1ab8bd253dce1ad2fe3159407f7fa476e6f39ce8b93c description: '' gh_license: MIT @@ -122016,8 +127868,8 @@ https://github.com/sbilly/awesome-security: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/sclorg: + addition_method: manual content_hash: dca6332900b96a70b79661170f24a650215594ac17bf86afb3e090306927166c description: '' health_score: 100.0 @@ -122033,8 +127885,8 @@ https://github.com/sclorg: v2_locations: - openshift.md year: N/A - addition_method: manual https://github.com/sclorg/mariadb-container: + addition_method: manual content_hash: 407ec4c514faae637cd2d53cc5d4909a5d5e42d755ebfacee429682e9095a2af description: '' gh_license: Apache-2.0 @@ -122053,8 +127905,8 @@ https://github.com/sclorg/mariadb-container: v2_locations: - openshift.md year: N/A - addition_method: manual https://github.com/scorputty/packer-centos-awx: + addition_method: manual content_hash: d61e92d82c58aacc4f5c4e00147699add2c140def613393f85e57e2240009eab description: '' gh_license: MIT @@ -122073,8 +127925,8 @@ https://github.com/scorputty/packer-centos-awx: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/scraly/terraform-cheat-sheet/blob/master/terraform-cheat-sheet.pdf: + addition_method: manual content_hash: 95700438027f959584bb88348af2cd22e4948f35603cbccb39d82f8ad946a708 description: '' health_score: 100.0 @@ -122090,8 +127942,8 @@ https://github.com/scraly/terraform-cheat-sheet/blob/master/terraform-cheat-shee v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/screwdriver-cd/screwdriver: + addition_method: manual content_hash: b1511b70bf26de100534f6264e0c8d1b3ad91b54dbb408663179b42b03f7fc12 description: '' gh_license: NOASSERTION @@ -122110,8 +127962,8 @@ https://github.com/screwdriver-cd/screwdriver: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/scriptcamp/kubernetes-serviceaccount-example: + addition_method: manual content_hash: 17035ac82a580990173741b5b8b283b6d225127473015814fcbea6b9fd6e22ba description: '' health_score: 100.0 @@ -122122,8 +127974,8 @@ https://github.com/scriptcamp/kubernetes-serviceaccount-example: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://github.com/scylladb/scylla-operator: + addition_method: manual content_hash: 2249195d0f43c2d683d25176cf9a6137afa68a83e7b3bab7e9f770993bb4314b description: '' gh_license: Apache-2.0 @@ -122142,8 +127994,8 @@ https://github.com/scylladb/scylla-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/sdduursma/github-merge-bot: + addition_method: manual content_hash: 74c2b7574adb505a9441b447bdb209a0190d4a38e77de1a23cc4a614325d3d74 gh_license: EPL-1.0 gh_pushed: '2020-02-04T17:48:05Z' @@ -122158,8 +128010,8 @@ https://github.com/sdduursma/github-merge-bot: - docs/git.md v2_locations: - git.md - addition_method: manual https://github.com/sdras/awesome-actions: + addition_method: manual content_hash: fde47029da1f80ee0b7ca28f691d975a9a45c7a2b6120e52692b9be31c3d8638 description: '' gh_license: CC0-1.0 @@ -122180,8 +128032,8 @@ https://github.com/sdras/awesome-actions: - jenkins-alternatives.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/seal-io/tap: + addition_method: manual content_hash: 29332c206f1a8d3ba1c05490a4439a1e43aef95d7f176203de579b4e4673bd69 description: '' gh_license: MPL-2.0 @@ -122200,8 +128052,8 @@ https://github.com/seal-io/tap: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/search?l=powershell&q=stars%3A%3E1&type=Repositories: + addition_method: manual content_hash: cf889f549f22a4d2fb4fa68a8c2e1ed65f9f29c17eee06da4d21fffec2240bd2 health_score: 100.0 last_checked: 1779033508.195303 @@ -122213,8 +128065,8 @@ https://github.com/search?l=powershell&q=stars%3A%3E1&type=Repositories: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://github.com/search?q=org%3Alightstep+launcher: + addition_method: manual content_hash: 730fb916d46d79d0808d94d590d713b0f380ea7d2dc346ca4d4a4f0be643d18d description: '' health_score: 100.0 @@ -122230,8 +128082,8 @@ https://github.com/search?q=org%3Alightstep+launcher: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/segmentio/kubectl-curl: + addition_method: manual content_hash: 17f8bb698c3d9d92cfdf16f8b43137f794d21119c68e56f935b87aebfecaec94 description: '' gh_license: MIT @@ -122251,8 +128103,8 @@ https://github.com/segmentio/kubectl-curl: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/segmentio/stack: + addition_method: manual content_hash: cc496150974b415cced2189a2b888f8a3c71d167f79b94cb3cc52c6bf999ca55 description: '' gh_license: MIT @@ -122271,8 +128123,8 @@ https://github.com/segmentio/stack: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/selefra/selefra: + addition_method: manual content_hash: 8c2d37a3c3906922d6bd119377834a69e2f6ffc98e2427f2d9363206fd9c1d69 description: '' gh_license: MPL-2.0 @@ -122292,8 +128144,8 @@ https://github.com/selefra/selefra: v2_locations: - securityascode.md year: N/A - addition_method: manual https://github.com/seligman/aws-ip-ranges: + addition_method: manual content_hash: d01f998bfea46bcc52291909a73539b91d0dc3cf7dfbceb7618d32940b11d01c description: '' gh_license: NOASSERTION @@ -122312,8 +128164,8 @@ https://github.com/seligman/aws-ip-ranges: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://github.com/sematext/cheatsheets/blob/master/docker-swarm-cheatsheet.md: + addition_method: manual content_hash: af88251361cf1706840a74c5826170369cf4a10cce2f05e095cb3554a7c52292 description: '' health_score: 100.0 @@ -122329,8 +128181,8 @@ https://github.com/sematext/cheatsheets/blob/master/docker-swarm-cheatsheet.md: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/senthilrch/kube-fledged: + addition_method: manual content_hash: b225f7fdbeaea410a77a77474d0644d961c995462f2f6d77afef056d20ef4fba description: '' gh_license: Apache-2.0 @@ -122349,8 +128201,8 @@ https://github.com/senthilrch/kube-fledged: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/serenakeyitan/awesome-notebookLM-prompts: + addition_method: manual ai_summary: A master repository containing systemic prompts for Google NotebookLM. Accelerates deep source material analysis, structured outlining, and programmatic context extraction. @@ -122384,8 +128236,8 @@ https://github.com/serenakeyitan/awesome-notebookLM-prompts: - chatgpt.md - demos.md year: N/A - addition_method: manual https://github.com/serkan-ozal/jillegal: + addition_method: manual ai_summary: 'An experimental library designed to bypass standard JVM memory allocation by managing objects off-heap. Note: This project is archived and has been inactive for over 4 years; it is recommended for historical study rather than production @@ -122415,8 +128267,8 @@ https://github.com/serkan-ozal/jillegal: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://github.com/shahedbd/awesome-project-management: + addition_method: manual content_hash: d972fa83c542725361c6c3e67aab7f79fea7813afd1bbaef029dd3036161a84c description: '' gh_license: MIT @@ -122436,8 +128288,8 @@ https://github.com/shahedbd/awesome-project-management: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/shank-git/metal-kubes: + addition_method: manual ai_summary: A legacy helper script system for configuring bare-metal Kubernetes environments. The project is inactive and has been succeeded by declarative bare-metal tools such as Cluster API, Talos, or Typhoon. @@ -122467,8 +128319,8 @@ https://github.com/shank-git/metal-kubes: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/shanraisshan/claude-code-best-practice: + addition_method: manual ai_summary: 'Curator Insight: Curated collection of best practices, system prompts, and architecture layouts for Claude Code. @@ -122506,8 +128358,8 @@ https://github.com/shanraisshan/claude-code-best-practice: - ai-agents-mcp.md - developerportals.md year: N/A - addition_method: manual https://github.com/sharadbhat/KubernetesPatterns: + addition_method: manual content_hash: 4ca82fb74ad7f9528d9f261cc583a0ed8f7ea5441941ea30726f449523e05dc6 description: '' gh_license: MIT @@ -122527,8 +128379,8 @@ https://github.com/sharadbhat/KubernetesPatterns: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/sheehan/job-dsl-gradle-example: + addition_method: manual content_hash: 858122161d65456c6cfafb3323568e24e068f60e83ee8a1ef71893a687dc4dad description: '' gh_license: Apache-2.0 @@ -122547,8 +128399,8 @@ https://github.com/sheehan/job-dsl-gradle-example: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/sherifabdlnaby/kubephp: + addition_method: manual content_hash: 622b42fb6fa504910b1860d9a79c8d6cfdc5317a7136e08bc861cfc72037fa75 description: '' gh_license: MIT @@ -122567,8 +128419,8 @@ https://github.com/sherifabdlnaby/kubephp: v2_locations: - container-managers.md year: N/A - addition_method: manual https://github.com/sherifabdlnaby/phpdocker: + addition_method: manual content_hash: 622b42fb6fa504910b1860d9a79c8d6cfdc5317a7136e08bc861cfc72037fa75 description: '' health_score: 100.0 @@ -122578,8 +128430,8 @@ https://github.com/sherifabdlnaby/phpdocker: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://github.com/shipa-corp/ketch: + addition_method: manual content_hash: c1ebb74798226b8004b5a89a4e70d8693ace5a23b5e00efeae98c481a1da578b description: '' health_score: 100.0 @@ -122589,8 +128441,8 @@ https://github.com/shipa-corp/ketch: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/shipwright-io/build: + addition_method: manual content_hash: ce61ffaeaadfbc517b8f9aa5e71ed602ff6cd1fc85af740124c15322f7d65421 description: '' gh_license: Apache-2.0 @@ -122609,8 +128461,8 @@ https://github.com/shipwright-io/build: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/shuaibiyy/awesome-terraform: + addition_method: manual content_hash: 80b26cc48931172cafbf7b70b41defc488bed306d8946cd1b79feb48dfc8f4d4 description: '' health_score: 100.0 @@ -122621,8 +128473,8 @@ https://github.com/shuaibiyy/awesome-terraform: - docs/other-awesome-lists.md - docs/terraform.md year: N/A - addition_method: manual https://github.com/shuaibiyy/awesome-tf: + addition_method: manual content_hash: d020dbee208ae3000ab3e0652fef92bc77c80ccd0a30a5a9b378c9c7200d0d15 gh_license: CC0-1.0 gh_pushed: '2026-05-14T01:48:39Z' @@ -122639,8 +128491,8 @@ https://github.com/shuaibiyy/awesome-tf: v2_locations: - terraform.md - other-awesome-lists.md - addition_method: manual https://github.com/shurshun/domain-harvester: + addition_method: manual content_hash: fe32d799be81bc627d249a9d9c759158a15cf8a49fdabbc1548f65ddf97bb38b description: '' health_score: 100.0 @@ -122656,8 +128508,8 @@ https://github.com/shurshun/domain-harvester: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/siamaksade/jenkins-blueocean: + addition_method: manual ai_summary: Utility repository hosting configurations to deploy Jenkins Blue Ocean configurations instantly within early Red Hat OpenShift Container Platform environments. Serves as a reference setup for visualized pipeline states. @@ -122686,8 +128538,8 @@ https://github.com/siamaksade/jenkins-blueocean: - openshift-pipelines.md - demos.md year: N/A - addition_method: manual https://github.com/siamaksade/mapit-spring: + addition_method: manual content_hash: 168194cfb02b3eaf1007b71793f17395151974c4a7167c95481b94cd78a74595 description: '' health_score: 100.0 @@ -122703,8 +128555,8 @@ https://github.com/siamaksade/mapit-spring: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/sieve-project/sieve: + addition_method: manual content_hash: f4d9136fc65098acc53e581910d0f10b08376a14c680ffa9cd77da27d0e101cd description: '' gh_license: BSD-2-Clause @@ -122723,8 +128575,8 @@ https://github.com/sieve-project/sieve: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/sighupio/permission-manager: + addition_method: manual content_hash: 2f0669cf07fdd602ed1f85aa8f6f18e459180e0c2f0e04399fd8a521e3e11dca description: '' gh_license: BSD-3-Clause @@ -122743,8 +128595,8 @@ https://github.com/sighupio/permission-manager: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/sigstore/cosign: + addition_method: manual ai_summary: Cosign simplifies the process of signing and verifying OCI artifacts like container images and SBOMs. As the cornerstone of the Sigstore project, it supports hardware tokens, keyless signing using OpenID Connect, and seamless integration @@ -122776,8 +128628,8 @@ https://github.com/sigstore/cosign: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/sigstore/k8s-manifest-sigstore: + addition_method: manual content_hash: 3ce325e9eeb965b68ba6a2dd61de22b767fef48c2212a870b9fb01520dfd615f description: '' gh_license: Apache-2.0 @@ -122796,8 +128648,8 @@ https://github.com/sigstore/k8s-manifest-sigstore: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://github.com/silverapp/silver: + addition_method: manual content_hash: 4818e93ab4a4794e4eb5c07a513c35821855c54ea5677d11a60c8ebb2ee8a53b gh_license: NOASSERTION gh_pushed: '2026-05-18T14:01:00Z' @@ -122812,8 +128664,8 @@ https://github.com/silverapp/silver: - docs/python.md v2_locations: - python.md - addition_method: manual https://github.com/simhol/awesome-azure: + addition_method: manual content_hash: d5eb33ba6a89d1c496b8bd4964813e5acd0620ef17238cbab4c31aec99444912 description: '' health_score: 100.0 @@ -122830,8 +128682,8 @@ https://github.com/simhol/awesome-azure: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/similarweb/statusbay: + addition_method: manual content_hash: 4ffe80051d427adad91bc6a4591a4dcb38f422ee9b1508249389603ab977d3d2 description: '' gh_license: Apache-2.0 @@ -122850,8 +128702,8 @@ https://github.com/similarweb/statusbay: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://github.com/simplenetes-io/simplenetes: + addition_method: manual ai_summary: A highly simplified container orchestration tool designed as an alternative to Kubernetes. Lacks active development (>4 years inactive), recommended solely for legacy academic reference. @@ -122881,8 +128733,8 @@ https://github.com/simplenetes-io/simplenetes: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://github.com/sinaptik-ai/pandas-ai: + addition_method: manual content_hash: 954cf0843c76bec2ad6612e6618602e0604d1806041e9de6bbccad5056e03762 gh_license: NOASSERTION gh_pushed: '2025-10-28T10:02:13Z' @@ -122897,8 +128749,8 @@ https://github.com/sinaptik-ai/pandas-ai: - docs/python.md v2_locations: - python.md - addition_method: manual https://github.com/sindresorhus/awesome: + addition_method: manual content_hash: a7abc624db0a48c5055308585633adeea51c78ae0f7ebee5009290afd849092f description: '' gh_license: CC0-1.0 @@ -122918,8 +128770,8 @@ https://github.com/sindresorhus/awesome: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/sirech/example-concourse-pipeline: + addition_method: manual content_hash: a45d87d94ca98bde5e515332e6b5f34a3987632a69c45e499c22214f4fdd5a80 description: '' gh_license: MIT @@ -122931,8 +128783,8 @@ https://github.com/sirech/example-concourse-pipeline: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/skooner-k8s/skooner: + addition_method: manual content_hash: 352f9d19bc2f71467219ddfa3b5bf8844ac20113acb43740ba66cd47244e70e3 description: '' gh_license: Apache-2.0 @@ -122951,8 +128803,8 @@ https://github.com/skooner-k8s/skooner: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/sl1pm4t/k2tf: + addition_method: manual content_hash: 6278c4fc7e131754140157e525abd47b4da0a4e1a941c13caeac4d314744354b description: '' gh_license: MPL-2.0 @@ -122971,8 +128823,8 @@ https://github.com/sl1pm4t/k2tf: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/slackhq/nebula: + addition_method: manual content_hash: a84f373ae9521de80f0f421638966dc03facc02d62949db845d9ab94dae7602a description: '' gh_license: MIT @@ -122991,8 +128843,8 @@ https://github.com/slackhq/nebula: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/slawekradzyminski/AwesomeTesting: + addition_method: manual content_hash: cef0a9f4efdcd2e351d2822b1a6050a76b74cce29e9aa2c8232e91ee7d569f49 description: '' health_score: 100.0 @@ -123009,8 +128861,8 @@ https://github.com/slawekradzyminski/AwesomeTesting: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/slipway-gitops/slipway: + addition_method: manual content_hash: dbbab359e02e49a90b108972cbdeb6b096a69a28d186590c3d3e1437a8d51bf8 description: '' gh_license: Apache-2.0 @@ -123029,8 +128881,8 @@ https://github.com/slipway-gitops/slipway: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/slok/kubewebhook: + addition_method: manual content_hash: 7682c6cfb7de514686f7aaad0fc3d75296b833fdef0db22a23d0af30a07bcc37 description: '' gh_license: Apache-2.0 @@ -123049,8 +128901,8 @@ https://github.com/slok/kubewebhook: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/slok/sloth: + addition_method: manual content_hash: 2e4bcb0320df96693316bf3c5aa6a5ba38ec35220390e110e3a3abefd3dc73a7 description: '' gh_license: Apache-2.0 @@ -123069,8 +128921,8 @@ https://github.com/slok/sloth: v2_locations: - prometheus.md year: N/A - addition_method: manual https://github.com/sls-dev1/openshift-elastic-apm-server: + addition_method: manual content_hash: a9f17267aacb4078471811081556a8791b40a10febd8cb94b6f319592240c61d description: '' health_score: 100.0 @@ -123086,8 +128938,8 @@ https://github.com/sls-dev1/openshift-elastic-apm-server: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/smarkets/marge-bot: + addition_method: manual content_hash: 456e45feb8a89f3ef092787cd0ae71b2ca151f9c52ba8de8d3351aab85d451cd description: '' gh_license: BSD-3-Clause @@ -123106,8 +128958,8 @@ https://github.com/smarkets/marge-bot: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/smartxworks/knest: + addition_method: manual content_hash: 8ad9227005d7c9e5df0f961be84c317de358cf89ef1cbe0f36b577a9e66bc257 description: '' gh_license: Apache-2.0 @@ -123126,8 +128978,8 @@ https://github.com/smartxworks/knest: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/smartxworks/virtink: + addition_method: manual content_hash: 3a00f8a0ede46440a57f0ce4e3b948b4b8702cb22dd4f6d3b771af5cf68e9e26 description: '' gh_license: Apache-2.0 @@ -123146,8 +128998,8 @@ https://github.com/smartxworks/virtink: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/smocker-dev/smocker: + addition_method: manual content_hash: 40efcd8e1c2c1fa509cad2907f268f458d4ac86730f96c073f0d789a30a93278 gh_license: MIT gh_pushed: '2026-02-28T20:09:21Z' @@ -123162,8 +129014,8 @@ https://github.com/smocker-dev/smocker: - docs/testops.md v2_locations: - testops.md - addition_method: manual https://github.com/sngular/kloadgen: + addition_method: manual ai_summary: 'Curator Insight: Purpose-built CLI and tool to simulate heavy load scenarios utilizing Schemas. Live Grounding: Streamlines load testing of schema-validated topics by generating synthetic Avro or JSON messages at target event rates.' @@ -123193,8 +129045,8 @@ https://github.com/sngular/kloadgen: v2_locations: - message-queue.md year: '2023' - addition_method: manual https://github.com/softonic/node-policy-webhook: + addition_method: manual content_hash: 6166d7a754467ea95c0cbeb24f39d1d868b74f6fee5b09e8b5657f6224701c07 description: '' gh_license: Apache-2.0 @@ -123213,8 +129065,8 @@ https://github.com/softonic/node-policy-webhook: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/solarwinds/rkubelog: + addition_method: manual content_hash: 31d366bcbd4ded03d79de63d2b8ea15efc830fcb6370f4e06674cd7404f54392 description: '' gh_license: Apache-2.0 @@ -123233,8 +129085,8 @@ https://github.com/solarwinds/rkubelog: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/sonatype-nexus-community: + addition_method: manual ai_summary: The master community hub containing third-party integrations, developer plugins, and configuration scripts targeting the Sonatype Nexus software ecosystem. complexity: Advanced @@ -123260,8 +129112,8 @@ https://github.com/sonatype-nexus-community: v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/sonatype-nexus-community/nexus-kubernetes-openshift: + addition_method: manual ai_summary: A community-supported project featuring Helm charts and YAML manifests to deploy Sonatype Nexus in OpenShift and standard Kubernetes. Currently marked as legacy due to over four years of inactivity. @@ -123291,8 +129143,8 @@ https://github.com/sonatype-nexus-community/nexus-kubernetes-openshift: v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/sottlmarek/DevSecOps: + addition_method: manual content_hash: d08b2fc901fa7dd2fd1cd4f920a49ecdaa17251036e8052a68c172b149069be1 description: '' gh_license: MIT @@ -123312,8 +129164,8 @@ https://github.com/sottlmarek/DevSecOps: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/spacecloud-io/space-cloud: + addition_method: manual content_hash: 8aa3745d64a8e1e1ab6b6f0ffcc1490c787c8e1f6dc9bbd6e5a386cfa31d72e4 description: '' gh_license: Apache-2.0 @@ -123332,8 +129184,8 @@ https://github.com/spacecloud-io/space-cloud: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/spotify/flink-on-k8s-operator: + addition_method: manual content_hash: 4175406340122dadde67dcc4dda5c28a60e49f718976a8b1d2eaca7ba3d31bea description: '' gh_license: Apache-2.0 @@ -123352,8 +129204,8 @@ https://github.com/spotify/flink-on-k8s-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/spring-cloud/spring-cloud-kubernetes: + addition_method: manual content_hash: f5cfb46f1bd67a04f04e502cf23a47034b8e4f291c59692e9ceb0adff1b0f2bd description: '' gh_license: Apache-2.0 @@ -123374,8 +129226,8 @@ https://github.com/spring-cloud/spring-cloud-kubernetes: - java_frameworks.md - demos.md year: N/A - addition_method: manual https://github.com/spring-petclinic/spring-petclinic-cloud: + addition_method: manual content_hash: 163ddf8abcab78d55da91c0529337d7ebe0aaece51bbf9f40c94afdf0ba7526c gh_license: Apache-2.0 gh_pushed: '2024-08-01T21:32:43Z' @@ -123390,8 +129242,8 @@ https://github.com/spring-petclinic/spring-petclinic-cloud: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://github.com/spring-petclinic/spring-petclinic-kubernetes: + addition_method: manual content_hash: ff6ea993400fd31d8145cd889f09be8a4f2136e9d71dbebed7933b071ba7b3a8 description: '' health_score: 100.0 @@ -123401,8 +129253,8 @@ https://github.com/spring-petclinic/spring-petclinic-kubernetes: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/spring-petclinic/spring-petclinic-microservices: + addition_method: manual content_hash: a4b9bbbc88032f22ea11194e8a7052f1dfbc7269b5b94aea55d21923a1b922f1 description: '' gh_license: Apache-2.0 @@ -123421,8 +129273,8 @@ https://github.com/spring-petclinic/spring-petclinic-microservices: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/spring-projects/spring-boot#L73: + addition_method: manual content_hash: 5f55cc73a0ba8d7dd63a319ad3541b071f7136421dc2d8decd308a57a487c6b9 gh_license: Apache-2.0 gh_pushed: '2026-05-19T04:56:08Z' @@ -123437,8 +129289,8 @@ https://github.com/spring-projects/spring-boot#L73: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://github.com/spring-projects/spring-petclinic: + addition_method: manual content_hash: f46bb6fee08f1ca8127c793df3da35e630cffe49db992edf76cdcd40283fbee1 description: '' gh_license: Apache-2.0 @@ -123457,8 +129309,8 @@ https://github.com/spring-projects/spring-petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/spring-projects/spring-petclinic/issues/339: + addition_method: manual content_hash: 2ead2066f729ccc18514ab3f3d7c19cc38d0e98c0085ccee1fbc179c0211d718 description: '' gh_license: Apache-2.0 @@ -123477,8 +129329,8 @@ https://github.com/spring-projects/spring-petclinic/issues/339: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/squalrus/merge-bot: + addition_method: manual content_hash: 3f1aab86ca49bd02e1a509659a317b4ba6b7565a7df02d1a2ee3b557407ab448 description: '' gh_license: MIT @@ -123497,8 +129349,8 @@ https://github.com/squalrus/merge-bot: v2_locations: - git.md year: N/A - addition_method: manual https://github.com/squareops/terraform-aws-vpc: + addition_method: manual content_hash: f5906f56eb837c59f96878bbde574fea1cc10db1d1ed0444d928ddabb6d6280b description: '' gh_license: Apache-2.0 @@ -123517,8 +129369,8 @@ https://github.com/squareops/terraform-aws-vpc: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/squat/kilo: + addition_method: manual content_hash: 74c45645cdf32856a5fde1d5968e8c887ae530b3e8d1a87a24aafa57d0f9a54c description: '' gh_license: Apache-2.0 @@ -123537,8 +129389,8 @@ https://github.com/squat/kilo: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/srfrnk/jabos: + addition_method: manual content_hash: fe4a0eaa54f02599bc6404730dc1629746991912467d1f76806aea76f220a0d0 description: '' gh_license: MIT @@ -123557,8 +129409,8 @@ https://github.com/srfrnk/jabos: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ssbostan/jenkins-stack-docker: + addition_method: manual content_hash: 1811852b4c565cb16b239c1b858f10a62bab842ae1d27c33e602aebc70547af6 description: '' gh_license: Apache-2.0 @@ -123577,8 +129429,8 @@ https://github.com/ssbostan/jenkins-stack-docker: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/ssbostan/jenkins-stack-kubernetes: + addition_method: manual content_hash: c9c1aaedfe3a0ef9b75564cd4145ec7717be39ac16fa2b94c6b63bc4533e37df description: '' gh_license: Apache-2.0 @@ -123597,8 +129449,8 @@ https://github.com/ssbostan/jenkins-stack-kubernetes: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/ssbostan/jenkins-tutorial: + addition_method: manual content_hash: e59a8575de4842c9bcaf9e35bd47ba98eef4ff50b1bd2fa13c0f66d62cc2085d description: '' gh_license: Apache-2.0 @@ -123617,8 +129469,8 @@ https://github.com/ssbostan/jenkins-tutorial: v2_locations: - jenkins.md year: N/A - addition_method: manual https://github.com/sse-secure-systems/connaisseur: + addition_method: manual content_hash: 07e05cecfafe713c0a3afebe1a4f7860706d3fce3c3d8297c57f583e13daef13 description: '' gh_license: Apache-2.0 @@ -123637,8 +129489,8 @@ https://github.com/sse-secure-systems/connaisseur: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/sstarcher/helm-exporter: + addition_method: manual ai_summary: A Prometheus exporter designed to surface real-time metrics for deployed Helm releases. It monitors charts metadata, tracking status, revisions, and health states across namespaces to empower advanced alert rules. @@ -123670,16 +129522,16 @@ https://github.com/sstarcher/helm-exporter: - helm.md - prometheus.md year: N/A - addition_method: manual https://github.com/sstephenson/rbenv: + addition_method: manual content_hash: 7230c8f09965fdd1335a4b58dfd69622da22ebce1867df704cb63b6409efb458 health_score: 100.0 last_checked: 1779029502.948293 v1_locations: - docs/demos.md - docs/maven-gradle.md - addition_method: manual https://github.com/ssup2/kpexec: + addition_method: manual content_hash: ca0af37133071db91f9ed23ea3af9925e5c5046d0d7d3034c5ea71c6d923bd43 description: '' gh_license: MIT @@ -123698,8 +129550,8 @@ https://github.com/ssup2/kpexec: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/stackrox/Kubernetes_Security_Specialist_Study_Guide: + addition_method: manual ai_summary: 'A comprehensive community-driven study guide for the Linux Foundation''s CKS exam. @@ -123735,8 +129587,8 @@ https://github.com/stackrox/Kubernetes_Security_Specialist_Study_Guide: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://github.com/stackrox/kube-linter: + addition_method: manual ai_summary: A static analysis tool that analyzes Kubernetes YAML manifests and Helm charts against best practices for security and production readiness. Checks for running as root, container security context settings, and missing resource limits. @@ -123771,8 +129623,8 @@ https://github.com/stackrox/kube-linter: - devsecops.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/stacksimplify/aws-eks-kubernetes-masterclass: + addition_method: manual content_hash: d5163f19d2b40ed07e72bcf44900e6342df8f5f0792555c8753298823ff51f0c description: '' health_score: 100.0 @@ -123788,8 +129640,8 @@ https://github.com/stacksimplify/aws-eks-kubernetes-masterclass: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/stacksimplify/azure-aks-kubernetes-masterclass: + addition_method: manual content_hash: 5aa5f77ffa2cb7e6a5b6b7b247da6e75b951ea474975085f85c4ebd117f52a18 description: '' health_score: 100.0 @@ -123807,8 +129659,8 @@ https://github.com/stacksimplify/azure-aks-kubernetes-masterclass: - terraform.md - demos.md year: N/A - addition_method: manual https://github.com/stacksimplify/azure-aks-kubernetes-masterclass/tree/master/25-Azure-DevOps-Terraform-Azure-AKS: + addition_method: manual content_hash: 047cb7a87781eb910c358053dcbc997cdd2231a0eb8f27bc610ee154bb2f24d1 description: '' health_score: 100.0 @@ -123819,8 +129671,8 @@ https://github.com/stacksimplify/azure-aks-kubernetes-masterclass/tree/master/25 v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://github.com/stacksimplify/azure-aks-kubernetes-masterclass/tree/master/ppt-presentation: + addition_method: manual content_hash: 71d3362e0796df8d9f9d6f1986c67b834869ab8e741a23af5ecc001ffa62bd99 description: '' health_score: 100.0 @@ -123832,8 +129684,8 @@ https://github.com/stacksimplify/azure-aks-kubernetes-masterclass/tree/master/pp v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://github.com/stakater/Forecastle: + addition_method: manual content_hash: 1d66014024c686b95fa4b93439cfb3d92e8b2eb491e6d35864346f6813b1034b description: '' gh_license: Apache-2.0 @@ -123852,8 +129704,8 @@ https://github.com/stakater/Forecastle: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/stakater/IngressMonitorController: + addition_method: manual content_hash: d55795aeb5b47d08150902e6d9bd1bcdea07c755c6a7535d69e46d9c94a650e8 description: '' gh_license: Apache-2.0 @@ -123872,8 +129724,8 @@ https://github.com/stakater/IngressMonitorController: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/stakater/Reloader: + addition_method: manual content_hash: c6ec5140cb3cd6f3c78c173e0a764d58adf7a3dabcacc855b4a96eebe8632847 description: '' gh_license: Apache-2.0 @@ -123892,8 +129744,8 @@ https://github.com/stakater/Reloader: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/stakater/Xposer: + addition_method: manual content_hash: 29c16f22c76bc98338771dc74ac1438639e996eb6118ecdda8b375752b17568b description: '' gh_license: Apache-2.0 @@ -123914,8 +129766,8 @@ https://github.com/stakater/Xposer: - kubernetes-networking.md - gitops.md year: N/A - addition_method: manual https://github.com/stan-smith/FossFLOW: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779031401.44877 @@ -123932,8 +129784,8 @@ https://github.com/stan-smith/FossFLOW: - gitops.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/stashed/stash: + addition_method: manual content_hash: ce830f18065137153095ba75fd3c6c6ff7abe39fb59aebe99059b2b1ed8c28f6 description: '' gh_license: NOASSERTION @@ -123952,8 +129804,8 @@ https://github.com/stashed/stash: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://github.com/steamhaus/kubeswitch: + addition_method: manual content_hash: df09b7d158365db2199a8310dd14df6fcd934da2e45806e3ffcc2484c8adaff4 description: '' gh_license: MIT @@ -123972,15 +129824,15 @@ https://github.com/steamhaus/kubeswitch: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/stedolan/jq: + addition_method: manual content_hash: 2bbc25b13f97226919336cdea4344360a9fbc78222ca719a5863f5fc7eb3c271 health_score: 100.0 last_checked: 1779032098.162187 v1_locations: - docs/yaml.md - addition_method: manual https://github.com/stefanprodan/gitops-istio: + addition_method: manual content_hash: 3501356a1e2ae4ce8940c02dae02505b05350fe8d2191b0961d48b8a7fde860e description: '' gh_license: Apache-2.0 @@ -124000,8 +129852,8 @@ https://github.com/stefanprodan/gitops-istio: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/stefanprodan/podinfo: + addition_method: manual content_hash: 125ee281f14d531e229930cb3a29aaf410035ea7fabe0f0062ae730e37c74eb1 description: '' gh_license: Apache-2.0 @@ -124020,8 +129872,8 @@ https://github.com/stefanprodan/podinfo: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/stepchowfun/docuum: + addition_method: manual content_hash: e4741475cc45ec8af39ff632ab96c0284e52a5996db547abb2c372de3bda1b93 description: '' gh_license: NOASSERTION @@ -124040,8 +129892,8 @@ https://github.com/stepchowfun/docuum: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/stephaneey/azure-and-k8s-architecture: + addition_method: manual ai_summary: An open architecture repository featuring curated blueprints for running production workloads on Azure and AKS. Demonstrates network security zone mapping, private endpoint routing, and hub-spoke cluster topologies. @@ -124069,8 +129921,8 @@ https://github.com/stephaneey/azure-and-k8s-architecture: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/maps/apim.md: + addition_method: manual ai_summary: A deep architectural layout mapping API Management topologies to backend AKS clusters. Synthesizes network routing scenarios (internal and external virtual networks), DNS resolution, and security gateways for API-driven deployments. @@ -124097,9 +129949,9 @@ https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/maps/apim.md: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/networking/azure-kubernetes-service/east-west-traffic/east-west-shared-calico.md -: content_hash: 433dcd5937807c0c6137c805c6b114481abf6d8f8e84b925927d1c6a83eb1809 +: addition_method: manual + content_hash: 433dcd5937807c0c6137c805c6b114481abf6d8f8e84b925927d1c6a83eb1809 description: '' health_score: 100.0 last_checked: 1779033218.506913 @@ -124110,8 +129962,8 @@ https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/maps/apim.md: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/stern/stern: + addition_method: manual content_hash: 02a6d0aaa779be47b6c109a6867ca9a9a4ec5dd72ca3440241357456549c728f description: '' gh_license: Apache-2.0 @@ -124130,8 +129982,8 @@ https://github.com/stern/stern: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/steve-mt/awesome-slo: + addition_method: manual content_hash: 39ca6d296e300ee9175b8f98be6ac850f7886c05cad347e3eaf281ec4aacd48d gh_license: CC0-1.0 gh_pushed: '2025-06-12T19:55:29Z' @@ -124147,8 +129999,8 @@ https://github.com/steve-mt/awesome-slo: v2_locations: - architectural-foundations.md - other-awesome-lists.md - addition_method: manual https://github.com/steveazz/awesome-slo: + addition_method: manual content_hash: 2a8a72118a2186dd023c23869839516a034a9b5929836470362f008dfd03995f description: '' health_score: 100.0 @@ -124158,8 +130010,8 @@ https://github.com/steveazz/awesome-slo: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://github.com/steveteuber/kubectl-graph: + addition_method: manual content_hash: b3652053583cd419d1f0449fb83fa6b07b1a016718aeb4f78087c7d7943a4100 description: '' gh_license: Apache-2.0 @@ -124178,8 +130030,8 @@ https://github.com/steveteuber/kubectl-graph: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/strimzi/kafka-kubernetes-config-provider: + addition_method: manual ai_summary: A specialized Kubernetes configuration provider for Apache Kafka that enables Kafka applications to read configuration data dynamically from Kubernetes Secrets and ConfigMaps. It simplifies the secure mounting of TLS certificates @@ -124212,8 +130064,8 @@ https://github.com/strimzi/kafka-kubernetes-config-provider: v2_locations: - message-queue.md year: N/A - addition_method: manual https://github.com/strimzi/strimzi-canary: + addition_method: manual ai_summary: A deployment-ready diagnostic tool that acts as a canary monitor within Kafka clusters. It helps ops teams measure round-trip message latency, validation success, and consumer group responsiveness under realistic workloads. @@ -124244,8 +130096,8 @@ https://github.com/strimzi/strimzi-canary: v2_locations: - message-queue.md year: N/A - addition_method: manual https://github.com/sukeesh/k8s-job-notify: + addition_method: manual content_hash: 5e70cedb8629e43a105a7a84d9735a8617c6fbf69c509dac9aec12ba9bfa09da description: '' gh_license: MIT @@ -124264,8 +130116,8 @@ https://github.com/sukeesh/k8s-job-notify: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/summerwind/actions-runner-controller: + addition_method: manual content_hash: e0b81792621a3f351f640bbf07601f3cbc5efdefbb09a7cdce88ae3ced404fdf description: '' health_score: 100.0 @@ -124275,8 +130127,8 @@ https://github.com/summerwind/actions-runner-controller: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/superbrothers/zsh-kubectl-prompt: + addition_method: manual content_hash: e8d9f9d17ff8b9e799e416d1321f0734b4fd5a8e234a48cdeacc0ffe97054c8c description: '' gh_license: MIT @@ -124295,8 +130147,47 @@ https://github.com/superbrothers/zsh-kubectl-prompt: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual +https://github.com/superlinked/sie: + addition_method: automatic + ai_summary: A production-grade, open-source inference server designed to run embedding, + extraction, and cross-encoder reranking models at scale. It enables developers + to build high-performance search pipelines by combining unstructured data with + structured metadata directly during vector encoding. Features robust local execution + via Docker or Kubernetes Helm deployment, supporting tight integration with popular + vector databases and agent frameworks. + category: ai-agents-mcp + complexity: Advanced + content_hash: 87b5f5959927f882e9728944c8e066281f088b6576dce59ac000ba0a6ebb59ea + description: Superlinked Inference Engine is an open-source inference server and + production cluster for embeddings, reranking, and extraction. + gh_license: Apache-2.0 + gh_pushed: '2026-05-29T18:44:19Z' + gh_stars: 2012 + hierarchy: + - Artificial Intelligence + - Information Retrieval + - Inference Servers + - Vector Databases + is_microservice: true + language: English + last_checked: 1780352282.814338 + reputation_status: Vetted + reputation_summary: Highly regarded open-source framework by Superlinked for multi-modal + embedding inference, metadata-enriched vector search, and reranking, filling a + major performance gap in production RAG systems. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/5d9faa3f3b4a4a7b53094f45a903bdfe4245f7a83006fcd7de6df6c6dad2902b/superlinked/sie + source_provenance: X.com (pvergadia) + stars: 4 + status: online + suggested_new_category: vector-search-inference + tags: + - '[EMERGING]' + - '[COMMUNITY-TOOL]' + title: 'SIE: Superlinked Inference Engine' + year: '2026' https://github.com/suraksha-123/Grant-Revoke-ssh-access: + addition_method: manual ai_summary: 'A security-focused shell scripting utility designed to automate user provisioning, key assignment, and subsequent access revocation across distributed Linux server deployments. Double-Evidence: This tool simplifies standard access @@ -124326,8 +130217,8 @@ https://github.com/suraksha-123/Grant-Revoke-ssh-access: v2_locations: - linux.md year: N/A - addition_method: manual https://github.com/swade1987/deprek8ion: + addition_method: manual content_hash: 7b786ea62674f3a09329e3f08529e9b3936001174873ebde9eb649e046d21682 description: '' gh_license: MIT @@ -124348,8 +130239,8 @@ https://github.com/swade1987/deprek8ion: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/swagger-api/swagger-codegen: + addition_method: manual content_hash: d9c645faf2917f2a541a96c949d559a8b1813b9976cec8c12bb84846062b2903 description: '' gh_license: Apache-2.0 @@ -124368,8 +130259,8 @@ https://github.com/swagger-api/swagger-codegen: v2_locations: - swagger-code-generator-for-rest-apis.md year: N/A - addition_method: manual https://github.com/swapnakpanda/Infographics/blob/main/Cheat%20Sheet/Database/SQL_CheatSheet.png: + addition_method: manual content_hash: 897668ccfb3e4132ef052f268c28d51f6b2e55d233e4d3a48df7553177e4697e description: '' health_score: 100.0 @@ -124385,8 +130276,8 @@ https://github.com/swapnakpanda/Infographics/blob/main/Cheat%20Sheet/Database/SQ v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/swarmlet/swarmlet: + addition_method: manual ai_summary: 'A lightweight self-hosted PaaS wrapper utilizing Docker Swarm. Note: Currently inactive (>4 years since last commit), making it a legacy reference rather than a production-grade modern solution.' @@ -124416,8 +130307,84 @@ https://github.com/swarmlet/swarmlet: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual +https://github.com/swyxio/skills/tree/main: + addition_method: automatic + ai_summary: 'Curator Insight: Kakuna is a breakthrough engineering design pattern + for agentic codebase evolution, utilizing structured checklists to refactor fragile + code into production-ready software. + + + Live Grounding: By prioritizing subagent parallelism and enforcing rigorous DevOps + standards, it systematically executes large-scale, automated refactoring runs, + yielding hardened systems with self-auditing reports without changing the primary + business logic.' + category: ai-agents-mcp + complexity: Advanced + content_hash: 17b19726b672db9f396ca25588dd816335711b3433d678859bd2c5a7b39a3829 + description: An automated codebase hardening framework designed to refactor experimental + vibecoded MVPs into reliable, end-to-end tested, and maintainable production repositories. + hierarchy: + - Artificial Intelligence + - AI Agents + - Codebase Hardening + is_microservice: false + language: English + last_checked: 1780352404.147657 + reputation_status: Vetted + reputation_summary: Extremely well-received community contribution by swyx (Shawn + Wang) focusing on structural agent checklists for codebase evolutionary hardening, + avoiding standard agent drift. + resource_type: Repository + social_preview_url: https://opengraph.githubassets.com/b33e769912ec1bcca0d1ddcb8e3a464d3a90cb9fd5030c2fb10dc358e8a9bfdc/swyxio/skills + source_provenance: X.com (swyx) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - COMMUNITY-TOOL + title: Kakuna Codebase Hardening Suite + year: '2026' +https://github.com/swyxio/skills/tree/main/twitter-x-scraping: + addition_method: automatic + ai_summary: 'A functional tool repository containing specialized agent skills developed + for modern platforms like Claude Code, Cursor, and Codex. + + * Provides agents with the programmatic ability to parse, scrape, and compile + information directly from Twitter/X social threads. + + * Standardizes the deployment of system-hardening skills, helping developers turn + fragile, ''vibe-coded'' prototypes into production-ready repositories.' + category: ai-agents-mcp + complexity: intermediate + content_hash: c6179cda302c3e7a12583395855ac27f81e7c23dedc3207770ee8853f86f4a23 + description: An agentic skill designed for Claude Code and other AI agents to execute + robust, automated Twitter/X scraping tasks. + hierarchy: + - Artificial Intelligence + - AI Agents + - Claude Code Skills + - Automated Scraping + is_microservice: false + language: en + last_checked: 1780352686.744644 + reputation_status: Vetted + reputation_summary: Highly regarded as a pragmatic, local automation skill constructed + by Shawn Wang (swyx), which aligns with current open standards for agent-native + developer workflows. + resource_type: repository + social_preview_url: https://opengraph.githubassets.com/b33e769912ec1bcca0d1ddcb8e3a464d3a90cb9fd5030c2fb10dc358e8a9bfdc/swyxio/skills + source_provenance: X.com (swyx) + stars: 4 + status: online + suggested_new_category: agent-skills + tags: + - EMERGING + - COMMUNITY-TOOL + title: swyxio/skills - twitter-x-scraping + year: '2026' https://github.com/syntasso/kratix: + addition_method: manual content_hash: 4f6fc89ef4767dd324889cc96f9f9b978e653b08a6e35cc5a98ea4a29b9dde86 description: '' gh_license: Apache-2.0 @@ -124436,8 +130403,8 @@ https://github.com/syntasso/kratix: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/systemcraftsman/lab-tekton-pipelines: + addition_method: manual content_hash: 7ffb7ddc84fcc8e7c5eb4384685b765f14cf951e772846a31fad784651aff823 description: '' gh_license: Apache-2.0 @@ -124456,8 +130423,8 @@ https://github.com/systemcraftsman/lab-tekton-pipelines: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/taosdata/TDengine: + addition_method: manual content_hash: 549d54ac1f8b0fee5cb9f5675523be0e7c23b85078ffdcdb2e005aa3b31ee315 description: '' gh_license: AGPL-3.0 @@ -124476,8 +130443,8 @@ https://github.com/taosdata/TDengine: v2_locations: - monitoring.md year: N/A - addition_method: manual https://github.com/target/pod-reaper: + addition_method: manual content_hash: 710c1d725f3ae960da570d03d7cf72e4f144cdd07206f5cb897e86b092043a69 description: '' gh_license: MIT @@ -124496,8 +130463,8 @@ https://github.com/target/pod-reaper: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/taubyte/dream: + addition_method: manual ai_summary: A local testing and deployment tool for the Taubyte WebAssembly-native edge framework. Lets engineers build, test, and debug distributed serverless systems locally. @@ -124527,8 +130494,8 @@ https://github.com/taubyte/dream: v2_locations: - kubernetes-alternatives.md year: '2025' - addition_method: manual https://github.com/taubyte/dreamland: + addition_method: manual content_hash: 661df8f4a4f71dff46381d0c0e8c245ec770bda1714f884fdd3c6015fd6b3559 description: '' health_score: 100.0 @@ -124538,8 +130505,8 @@ https://github.com/taubyte/dreamland: v1_locations: - docs/kubernetes-alternatives.md year: N/A - addition_method: manual https://github.com/taubyte/tau: + addition_method: manual ai_summary: The main open-source repository for Tau. This platform handles autonomous routing, distributed database syncs, and scaling for multi-tenant edge services, running on WebAssembly. @@ -124573,8 +130540,8 @@ https://github.com/taubyte/tau: - caching.md - index.md year: N/A - addition_method: manual https://github.com/tchiotludo/akhq: + addition_method: manual ai_summary: A powerful, feature-rich web console for administering Kafka cluster resources. Supports direct topic data browsing, consumer group rebalancing monitoring, schema registry integrations, and multi-tenant ACL audits. @@ -124605,8 +130572,8 @@ https://github.com/tchiotludo/akhq: v2_locations: - message-queue.md year: N/A - addition_method: manual https://github.com/tcnksm/awesome-container: + addition_method: manual content_hash: 9d936b186489ec323b0ec9d39c7c4286413684c2688b83a6bf7a933e557e50ae description: '' gh_license: MIT @@ -124626,8 +130593,8 @@ https://github.com/tcnksm/awesome-container: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/team-soteria/rback: + addition_method: manual content_hash: 150c057ef86abcfb4523d95c03df03bc427de822f68398807e1fc9b6def4de24 description: '' gh_license: Apache-2.0 @@ -124646,8 +130613,8 @@ https://github.com/team-soteria/rback: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/teamcode-inc/kubeorbit: + addition_method: manual content_hash: bdf3311904289520ce33142a90fc9b2d554fc34600ab788ef886b81cac40397a description: '' gh_license: Apache-2.0 @@ -124666,8 +130633,8 @@ https://github.com/teamcode-inc/kubeorbit: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/techiescamp/devops-projects: + addition_method: manual ai_summary: A curated GitHub repository containing end-to-end real-world DevOps projects. Implements standard infrastructure-as-code deployments, multi-tier CI/CD pipelines, and structured orchestration designs. @@ -124694,8 +130661,8 @@ https://github.com/techiescamp/devops-projects: v2_locations: - elearning.md year: N/A - addition_method: manual https://github.com/techiescamp/kubernetes-learning-path: + addition_method: manual content_hash: 671752463b99aa84b82e66d4a4f67c9f4f882d81b93c09d5e958577c19192559 description: '' health_score: 100.0 @@ -124711,8 +130678,8 @@ https://github.com/techiescamp/kubernetes-learning-path: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://github.com/techno-tim/k3s-ansible: + addition_method: manual content_hash: 3c34d83014e44e8c17aa06bce355f18ed35d6dc539c360107c99c947cfc14c33 description: '' health_score: 100.0 @@ -124722,8 +130689,8 @@ https://github.com/techno-tim/k3s-ansible: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://github.com/techpivot/terraform-module-releaser: + addition_method: manual ai_summary: A specialized GitHub Action designed to automate the release process, version tagging, and registry publication of Terraform modules. Resolves development overhead by automatically generating release logs and enforcing Semantic Versioning. @@ -124758,8 +130725,8 @@ https://github.com/techpivot/terraform-module-releaser: - iac.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/tektoncd: + addition_method: manual content_hash: 5c460d842a7936c0726c8865b93c5b0c7b1dadf3972c70a52c303a5bcd103a2e description: '' health_score: 100.0 @@ -124775,8 +130742,8 @@ https://github.com/tektoncd: v2_locations: - tekton.md year: N/A - addition_method: manual https://github.com/tektoncd/chains: + addition_method: manual content_hash: 2cdbd293843a82fe6216d9cab2c8fd41a58eb28fd1957dd1bbf04b90ca71c7b0 description: '' gh_license: Apache-2.0 @@ -124795,8 +130762,8 @@ https://github.com/tektoncd/chains: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/tektoncd/community: + addition_method: manual content_hash: 155e11a94e516cc34edab1e2e3071bbca822d651ead9ccb0cae7bb5f6181e6f3 description: '' gh_license: Apache-2.0 @@ -124815,8 +130782,8 @@ https://github.com/tektoncd/community: v2_locations: - tekton.md year: N/A - addition_method: manual https://github.com/tektoncd/pipeline: + addition_method: manual content_hash: 9228a9fc5e9b946dff4963314729e0fac644c1d4329be1f2beb33017fd8a27e4 description: '' gh_license: Apache-2.0 @@ -124835,8 +130802,8 @@ https://github.com/tektoncd/pipeline: v2_locations: - tekton.md year: N/A - addition_method: manual https://github.com/telekom/das-schiff: + addition_method: manual content_hash: b2086cfe7f173a84cf74c31476d2757aec6a2b8ff511cc79355cd3c6cfcc5116 description: '' gh_license: Apache-2.0 @@ -124855,8 +130822,8 @@ https://github.com/telekom/das-schiff: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/teleskopeView/teleskope_k8s: + addition_method: manual content_hash: 30fd093abbbc74f5ae7e6bfb1b238351bc34aa260195c2cd5dd708a01a758cdb description: '' gh_license: MIT @@ -124875,8 +130842,8 @@ https://github.com/teleskopeView/teleskope_k8s: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/tellerops/helm-teller: + addition_method: manual ai_summary: A specialized plugin built to secure sensitive parameters inside charts by pulling secrets directly from cloud secret managers (such as HashiCorp Vault or AWS Secrets Manager) during deployment execution. @@ -124906,8 +130873,8 @@ https://github.com/tellerops/helm-teller: v2_locations: - helm.md year: N/A - addition_method: manual https://github.com/tenable/access-undenied-aws: + addition_method: manual content_hash: 5cd4779809c3a5be1f92b632b94713ff45d077ac96b8fee49a0c9852a852ac2d gh_license: Apache-2.0 gh_pushed: '2026-04-13T18:19:16Z' @@ -124922,8 +130889,8 @@ https://github.com/tenable/access-undenied-aws: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md - addition_method: manual https://github.com/tensorchord/Awesome-LLMOps: + addition_method: manual ai_summary: Curated, high-quality compendium of tools, libraries, and resources for the LLMOps ecosystem. Covers framework deployment, GPU scheduling, vector databases, and evaluation tools tailored for production AI pipelines. @@ -124955,8 +130922,8 @@ https://github.com/tensorchord/Awesome-LLMOps: - ai.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/tensorchord/envd: + addition_method: manual content_hash: 770a6424a70e025fdbe5b649f3def28c5cfc8e66d2c960c676fb128629f4656c description: '' gh_license: Apache-2.0 @@ -124975,8 +130942,8 @@ https://github.com/tensorchord/envd: v2_locations: - mlops.md year: N/A - addition_method: manual https://github.com/termkit/gama: + addition_method: manual ai_summary: Terminal UI utility designed to monitor and execute GitHub Actions directly from CLI screens. Deprioritized under Minimum Viable Quality (MVQ) constraints due to lack of active commits since late 2021. @@ -125010,8 +130977,8 @@ https://github.com/termkit/gama: - git.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/terraform-aws-modules: + addition_method: manual content_hash: e7121402995f4a77600c9675a673757e5ebbe21198f581c401f2b997cee862b1 description: '' health_score: 100.0 @@ -125027,8 +130994,8 @@ https://github.com/terraform-aws-modules: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/terraform-aws-modules/terraform-aws-eks: + addition_method: manual content_hash: 79a58ebbdd539631f914844b37dfeff143b259d50b44d55495f335dbae0a74b9 description: '' gh_license: Apache-2.0 @@ -125047,8 +131014,8 @@ https://github.com/terraform-aws-modules/terraform-aws-eks: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/terraform-aws-modules/terraform-aws-solutions: + addition_method: manual content_hash: 202571676d7990b512e1fd6685ee693786da0e4c56ff3453a6cbc936c24e90d9 description: '' gh_license: Apache-2.0 @@ -125067,8 +131034,8 @@ https://github.com/terraform-aws-modules/terraform-aws-solutions: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/terraform-linters/tflint/releases/tag/v0.51.0: + addition_method: manual content_hash: 75cc686f1cc8e3852caaadd1d0a74b05d2cdb619ae635405350b7f1f6957add7 description: '' gh_license: MPL-2.0 @@ -125087,8 +131054,8 @@ https://github.com/terraform-linters/tflint/releases/tag/v0.51.0: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/terramate-io/terramate: + addition_method: manual content_hash: 1513098c95eb990db1d4df497307f040e61d3baf25db35e2d9a0f0ccc4869e3c gh_license: MPL-2.0 gh_pushed: '2026-05-21T14:58:06Z' @@ -125103,8 +131070,8 @@ https://github.com/terramate-io/terramate: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://github.com/terrytangyuan/awesome-argo: + addition_method: manual content_hash: 4cfcb2323980bc80f403202b4611bc3b2dd06b3d8dda2c07d39412a509e54f89 description: '' health_score: 100.0 @@ -125114,8 +131081,8 @@ https://github.com/terrytangyuan/awesome-argo: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://github.com/terrytangyuan/awesome-kubeflow: + addition_method: manual content_hash: 368e3278e8b47d381a4391c7059b86740316f6b32b4060ea01e49f4818165a7f description: '' gh_license: Apache-2.0 @@ -125135,8 +131102,8 @@ https://github.com/terrytangyuan/awesome-kubeflow: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/testcontainers: + addition_method: manual content_hash: f65a223f058675053d67335baa5a873b8a0a1118a7ba296d1ccddb5137065dc5 description: '' health_score: 100.0 @@ -125152,8 +131119,8 @@ https://github.com/testcontainers: v2_locations: - qa.md year: N/A - addition_method: manual https://github.com/tfutils/tfenv: + addition_method: manual content_hash: 2fcb948b5d067c8cf48c90e90a73b6733826002a165922b95592cc136be4ff5e description: '' gh_license: MIT @@ -125172,8 +131139,8 @@ https://github.com/tfutils/tfenv: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/tfxor/terraform-google-automation-demo: + addition_method: manual content_hash: a2c43d5f5fe8cb54b44c54b31b1627ccf75219e2ccf038f45c5a55c14ca09353 gh_license: MPL-2.0 gh_pushed: '2019-10-24T19:52:20Z' @@ -125188,8 +131155,8 @@ https://github.com/tfxor/terraform-google-automation-demo: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://github.com/thangchung/awesome-dotnet-core: + addition_method: manual content_hash: cdc29aa9f0216deeaa302becff4aa9868cb69a89a60291d9dcac5846140f0022 description: '' health_score: 100.0 @@ -125206,8 +131173,8 @@ https://github.com/thangchung/awesome-dotnet-core: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/thanos-io/kube-thanos: + addition_method: manual content_hash: 39f6edec555f4c2ea241d2e8b19ee471b07e71d0d742da66ece135be919db8f7 description: '' gh_license: Apache-2.0 @@ -125220,8 +131187,8 @@ https://github.com/thanos-io/kube-thanos: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/thanos-io/thanos: + addition_method: manual content_hash: afbd2715a29308eef6a2d37cd8e73dfc86c1121ece31ffe590ae06206fad9f2c description: '' gh_license: Apache-2.0 @@ -125233,8 +131200,8 @@ https://github.com/thanos-io/thanos: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://github.com/thebjorn/pydeps: + addition_method: manual content_hash: f0e1c9c5e6930614e1d9690248b4d0a2181ec6faed3d9c9d95bea6f8e6d6123d description: '' gh_license: BSD-2-Clause @@ -125253,8 +131220,8 @@ https://github.com/thebjorn/pydeps: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/theforeman/foreman-ansible-modules: + addition_method: manual content_hash: 9296794cfa8620972a8787dbdd7142df7278240ec87a317107603f0026cfed3f description: '' gh_license: GPL-3.0 @@ -125266,8 +131233,8 @@ https://github.com/theforeman/foreman-ansible-modules: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://github.com/theketchio/ketch: + addition_method: manual content_hash: c1ebb74798226b8004b5a89a4e70d8693ace5a23b5e00efeae98c481a1da578b description: '' gh_license: Apache-2.0 @@ -125286,8 +131253,8 @@ https://github.com/theketchio/ketch: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/theonedev/onedev: + addition_method: manual content_hash: 918d29ab158d62c79133ccb48e992dd6f52da6ec0575eb185247de09126938ce description: '' gh_license: MIT @@ -125306,15 +131273,15 @@ https://github.com/theonedev/onedev: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/thomast1906/DevOps-Journey-Using-Azure-DevOps/tree/main/labs: + addition_method: manual content_hash: ba8efa18735acf1f083245785759e886d1cfa9afb2c694e675abd65a8e4c30bd health_score: 100.0 last_checked: 1779030534.491209 v1_locations: - docs/demos.md - addition_method: manual https://github.com/thomast1906/DevOps-The-Hard-Way-Azure: + addition_method: manual content_hash: ec2468975ca9f7646038a0dde2e5205ce8551a8e28bc50978bef2691f34fb8cf description: '' gh_license: MIT @@ -125333,8 +131300,8 @@ https://github.com/thomast1906/DevOps-The-Hard-Way-Azure: v2_locations: - azure.md year: N/A - addition_method: manual https://github.com/thomast1906/terraform-on-azure: + addition_method: manual content_hash: e4f33f984ebad37c568197a4ae05332d73b3f28e6de596c6a196f6f6bea988b1 description: '' health_score: 100.0 @@ -125350,8 +131317,8 @@ https://github.com/thomast1906/terraform-on-azure: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/tibordp/terraform-hcloud-dualstack-k8s: + addition_method: manual content_hash: 394b14d671be3718ad6d3cd32c28f97be13cd33633ee70a517e07c98af76e5e7 description: '' gh_license: MIT @@ -125370,8 +131337,8 @@ https://github.com/tibordp/terraform-hcloud-dualstack-k8s: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/timothystewart6/k3s-ansible: + addition_method: manual content_hash: 02acceabb8aeee9be206c607afcb185bc810ef7904fdd7612ae730897360e1ab gh_license: Apache-2.0 gh_pushed: '2026-01-07T21:31:59Z' @@ -125386,8 +131353,8 @@ https://github.com/timothystewart6/k3s-ansible: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://github.com/tinyzimmer/gst-pipeline-operator: + addition_method: manual content_hash: 9a02e4c95ce0e93006d98ef9c4c45387a3c10e6cc8b40f1e21c87cc224e715a5 description: '' gh_license: Apache-2.0 @@ -125407,8 +131374,8 @@ https://github.com/tinyzimmer/gst-pipeline-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/tinyzimmer/k3p: + addition_method: manual content_hash: 2f78a93a8a7d2b2d14dad76ac8bc622d479a9c4d2c9c9a2612c2c6217113b1a6 description: '' gh_license: Apache-2.0 @@ -125427,8 +131394,8 @@ https://github.com/tinyzimmer/k3p: v2_locations: - rancher.md year: N/A - addition_method: manual https://github.com/tinyzimmer/kvdi: + addition_method: manual content_hash: 468aa7b334cee8e4586bb0736eff4002678622a00381dad2e282dd6d328ad9ff description: '' health_score: 100.0 @@ -125438,8 +131405,8 @@ https://github.com/tinyzimmer/kvdi: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/tldrsec/awesome-secure-defaults: + addition_method: manual content_hash: 4252f6b69440bce70e5dfcff69c0343efb3f060481b77711d8b7683944728777 description: '' health_score: 100.0 @@ -125456,8 +131423,8 @@ https://github.com/tldrsec/awesome-secure-defaults: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/tlkamp/terraform-provider-validation: + addition_method: manual content_hash: 18cf34ba9a0008831827526789e7c41278969db7d1c8ba0eed23433649716cec description: '' gh_license: MPL-2.0 @@ -125476,8 +131443,8 @@ https://github.com/tlkamp/terraform-provider-validation: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/tmobile/magtape: + addition_method: manual content_hash: c1b71021d8fc72172f1cd3c5133be94943b8997b26dda2ed44afa39c81041cc0 description: '' gh_license: Apache-2.0 @@ -125498,8 +131465,8 @@ https://github.com/tmobile/magtape: - kubernetes-tools.md - securityascode.md year: N/A - addition_method: manual https://github.com/toboshii/hajimari: + addition_method: manual content_hash: 06b94c714cf4b146adff9f71da77a04a627878cf8d0a105017cb73027b7e45ed description: '' gh_license: Apache-2.0 @@ -125518,8 +131485,8 @@ https://github.com/toboshii/hajimari: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/todaywasawesome/atomic-cluster: + addition_method: manual content_hash: 3990a1676712391118d3bb52d3ba967e4f5ed4d9afb6050dfcb569058fb13388 description: '' health_score: 100.0 @@ -125535,8 +131502,8 @@ https://github.com/todaywasawesome/atomic-cluster: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/todaywasawesome/oss-apps: + addition_method: manual content_hash: 4fa85bcb8665e483db0681692a8b49d51e78e6baea0d2fefe10b7ebcf2f337a5 description: '' health_score: 100.0 @@ -125552,8 +131519,8 @@ https://github.com/todaywasawesome/oss-apps: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/tokarev-artem/auto-ec2-setup: + addition_method: manual content_hash: 10346f3bf6404a2931ed534b7b4f3b057410f0a378cc342f7d4d9262aa5b5679 description: '' health_score: 100.0 @@ -125569,8 +131536,8 @@ https://github.com/tokarev-artem/auto-ec2-setup: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/tom-256/ansible-awx-packer: + addition_method: manual content_hash: 04751b2261fe8913910d78df5d46f11492e078b0b7660220c0020e3e8707e3ef description: '' health_score: 100.0 @@ -125586,8 +131553,8 @@ https://github.com/tom-256/ansible-awx-packer: v2_locations: - ansible.md year: N/A - addition_method: manual https://github.com/tomhuang12/awesome-k8s-resources: + addition_method: manual content_hash: 5acdafea400c9d5ecf18db7776ccdb79a9cd7ea2c50db5e7de83793d5b4a91d4 description: '' gh_license: CC0-1.0 @@ -125607,8 +131574,8 @@ https://github.com/tomhuang12/awesome-k8s-resources: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/tommeramber/ocp-automations: + addition_method: manual content_hash: 47ac144b55fb5e58ada327ec610aa1a96a6c3065c41f628a8e2060b90235324d description: '' health_score: 100.0 @@ -125624,8 +131591,8 @@ https://github.com/tommeramber/ocp-automations: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/tomnomnom/gron: + addition_method: manual ai_summary: A highly acclaimed command-line tool that flattens JSON documents into raw assignments paths. This enables engineers to easily search and modify configuration data using traditional line-by-line CLI utilities like grep. @@ -125657,8 +131624,8 @@ https://github.com/tomnomnom/gron: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/tomwechsler/HashiCorp_Certified_Terraform_Associate: + addition_method: manual content_hash: 1bbbc75164c82f5a9a1e427c4b5eefcc847aa44e2b18c30924f9c5135acf6c37 description: '' health_score: 100.0 @@ -125674,8 +131641,8 @@ https://github.com/tomwechsler/HashiCorp_Certified_Terraform_Associate: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/toniblyx/my-arsenal-of-aws-security-tools: + addition_method: manual content_hash: de94c9d57468f9afb9c3fb089284b8905d2ee86b39c0430f3400a19fc683f2e5 description: '' gh_license: Apache-2.0 @@ -125695,8 +131662,8 @@ https://github.com/toniblyx/my-arsenal-of-aws-security-tools: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/topics/gitops: + addition_method: manual content_hash: b95552aeb95693ca8c3d04ee9caa28db22be0f6fa352e918426db82393c4e594 description: '' health_score: 100.0 @@ -125713,8 +131680,8 @@ https://github.com/topics/gitops: - gitops.md - index.md year: N/A - addition_method: manual https://github.com/topics/yaml-processor: + addition_method: manual ai_summary: Curator Insight is a unified catalog tracking open-source YAML parsers, processors, and linters across GitHub. Live Grounding provides a real-time portal to discover specialized tools, CLI libraries, and IDE plugins. Crucial starting @@ -125743,8 +131710,8 @@ https://github.com/topics/yaml-processor: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/topolvm/pvc-autoresizer: + addition_method: manual content_hash: b4f20c7708f1c411842092ae28c91d4884bc40ff87237a989c2c5ea7a1e95021 description: '' gh_license: Apache-2.0 @@ -125763,8 +131730,8 @@ https://github.com/topolvm/pvc-autoresizer: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/towardsthecloud/cloudburn: + addition_method: manual content_hash: be89f14b1199276bf0dadec18444513e5ce19deb23b8a3dc40b4b8b1f96e3b48 description: '' gh_license: Apache-2.0 @@ -125787,8 +131754,8 @@ https://github.com/towardsthecloud/cloudburn: - aws.md - devops.md year: N/A - addition_method: manual https://github.com/trimstray/test-your-sysadmin-skills: + addition_method: manual ai_summary: An intensive, community-curated collection of questions covering Linux, networking, security, databases, and deployment pipelines. Though now largely static, it remains a fantastic benchmarking framework for engineering roles. @@ -125822,8 +131789,8 @@ https://github.com/trimstray/test-your-sysadmin-skills: - linux.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/trimstray/the-book-of-secret-knowledge: + addition_method: manual content_hash: 7a9824a2bd59525ff7107cc1756f06d7d7a674f3ed9956973b87f31c0fa933f0 description: '' gh_license: MIT @@ -125843,8 +131810,8 @@ https://github.com/trimstray/the-book-of-secret-knowledge: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/trisberg/spring-petclinic: + addition_method: manual content_hash: 43baa4392328322cd370b17e6eb8505929c853e87c2ff3680d81a621a7d2bc91 description: '' gh_license: Apache-2.0 @@ -125864,8 +131831,8 @@ https://github.com/trisberg/spring-petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/trstringer/kubectl-example: + addition_method: manual content_hash: 30b813372ccbb846c5ce74fcaee25ca7092f9a613c83807f269030827f9d8735 description: '' gh_license: NOASSERTION @@ -125884,8 +131851,8 @@ https://github.com/trstringer/kubectl-example: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://github.com/tsenart/vegeta: + addition_method: manual ai_summary: Vegeta is an exceptionally fast, command-line HTTP load-testing library written in Go. Ideal for asserting constant request rates and visualizing detailed performance latencies under heavy loads. @@ -125915,8 +131882,8 @@ https://github.com/tsenart/vegeta: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://github.com/tutorialworks/pipeline-library-demo: + addition_method: manual content_hash: 35bfb0c2216ed6d04ca932e28b0f9c73bd0bd5058328ceceb51a42bef87ca6b9 health_score: 100.0 last_checked: 1779130494.95286 @@ -125928,8 +131895,8 @@ https://github.com/tutorialworks/pipeline-library-demo: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://github.com/twintproject/twint: + addition_method: manual content_hash: 68eb5a98642fab7142087dba546a0568cefe4f347326a555256723ab8c934c68 description: '' gh_license: MIT @@ -125948,8 +131915,8 @@ https://github.com/twintproject/twint: v2_locations: - python.md year: N/A - addition_method: manual https://github.com/txn2/kubefwd: + addition_method: manual content_hash: 37e2cd9b04ccf9b31f68d3cc050ac9f80111b44638b5d59238242957bb23ebfc description: '' gh_license: Apache-2.0 @@ -125968,8 +131935,8 @@ https://github.com/txn2/kubefwd: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/typescript-cheatsheets/react: + addition_method: manual content_hash: 6ff545935398c8b9cb2c9265f6cfacd220e3164ec310c8348e2ff55c0cc9ecd4 description: '' gh_license: MIT @@ -125988,8 +131955,8 @@ https://github.com/typescript-cheatsheets/react: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/ua-nick/Data-Structures-and-Algorithms: + addition_method: manual ai_summary: Provides clear native Go implementations of foundational data structures and computer science algorithms. Excellent reference code for technical optimization tasks. [SPANISH CONTENT] @@ -126021,8 +131988,8 @@ https://github.com/ua-nick/Data-Structures-and-Algorithms: v2_locations: - golang.md year: '2020' - addition_method: manual https://github.com/ualter/awsbe-site: + addition_method: manual content_hash: 888cd10400fc279d2f1845f4949a0d541342a79e8501e2adb64da79264eda994 description: '' health_score: 100.0 @@ -126038,8 +132005,8 @@ https://github.com/ualter/awsbe-site: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/uber/kraken: + addition_method: manual ai_summary: Uber's open-source peer-to-peer (P2P) Docker registry designed for ultra-high-throughput image distribution in massive clusters. Although highly optimized, it is largely archived in favor of CNCF Dragonfly. @@ -126070,8 +132037,8 @@ https://github.com/uber/kraken: v2_locations: - registries.md year: N/A - addition_method: manual https://github.com/unagex/kondense: + addition_method: manual content_hash: 9a33404e5719a240f24a1c99c34b6cd307d1589ef3c7a993be7b3a36d795ad87 description: '' gh_license: GPL-3.0 @@ -126092,8 +132059,8 @@ https://github.com/unagex/kondense: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://github.com/unitypark/aws-serverless-demos: + addition_method: manual content_hash: dd7ebe29eac8c72b61a5fda9a104202c5896c457feb4527780544ba90f5d59de description: '' health_score: 100.0 @@ -126109,8 +132076,8 @@ https://github.com/unitypark/aws-serverless-demos: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/unitypark/aws-serverless-demos/tree/main/serverless-web-hosting/cloudfront-http-api-cognito: + addition_method: manual content_hash: dedb9c69693ec93c671fc05ffea3bc0409b3ded53882a490efca7d6e1130c36d description: '' health_score: 100.0 @@ -126121,8 +132088,8 @@ https://github.com/unitypark/aws-serverless-demos/tree/main/serverless-web-hosti v1_locations: - docs/demos.md year: N/A - addition_method: manual https://github.com/unixorn/awesome-zsh-plugins: + addition_method: manual content_hash: 5bc3f053f69bd75111b467e5643d3410f0a2e5d681cbbb00eeb91dd91b5e9eef description: '' gh_license: BSD-3-Clause @@ -126142,8 +132109,8 @@ https://github.com/unixorn/awesome-zsh-plugins: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/unxsist/jet-pilot: + addition_method: manual ai_summary: An open-source desktop client built to simplify operational inspection of clusters, prioritizing rapid routing diagnostics and real-time pod events tracking. complexity: Intermediate @@ -126172,8 +132139,8 @@ https://github.com/unxsist/jet-pilot: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://github.com/up9inc/mizu: + addition_method: manual content_hash: af2af430c1693288f10e0ac9c2e9d3c4514537ef5bc0e169d16ac18ab5c358b6 description: '' health_score: 100.0 @@ -126183,8 +132150,8 @@ https://github.com/up9inc/mizu: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/upbound/platform-ref-multi-k8s: + addition_method: manual ai_summary: Upbound's standardized reference architecture for running multi-cloud Kubernetes clusters via Crossplane. It highlights production-grade modular design, credential partitioning, and composition patterns. @@ -126215,8 +132182,8 @@ https://github.com/upbound/platform-ref-multi-k8s: v2_locations: - crossplane.md year: N/A - addition_method: manual https://github.com/updatecli/updatecli: + addition_method: manual content_hash: a0ddaa815b7eb5748af02f8a3b557813abe23e8df6b176936284569da780320d description: '' gh_license: Apache-2.0 @@ -126235,8 +132202,8 @@ https://github.com/updatecli/updatecli: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/upgundecha/howtheysre: + addition_method: manual content_hash: 6b98956605a909afb281d43770967a5be99c3ad0f098b1b5b98599b6f50ba798 description: '' gh_license: CC0-1.0 @@ -126256,8 +132223,8 @@ https://github.com/upgundecha/howtheysre: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/upmc-enterprises/registry-creds: + addition_method: manual content_hash: 8ba4416b0bc3d48227f381a062644c3aa306db2f4817dc18dc0d612c2e391543 description: '' gh_license: NOASSERTION @@ -126276,8 +132243,8 @@ https://github.com/upmc-enterprises/registry-creds: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/utilitywarehouse/kube-applier: + addition_method: manual content_hash: ce9dbbb85e131a172a2e3272861cceac1462b0c6081daad29da53a3b4edf25c6 description: '' gh_license: Apache-2.0 @@ -126296,15 +132263,15 @@ https://github.com/utilitywarehouse/kube-applier: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/utterance/utterances: + addition_method: manual content_hash: 8c4d9e9280c3dca2018dd510df103e0bbfdddc5cb9fdf23ac92ad30282bc9282 health_score: 100.0 last_checked: 1779033019.971416 v1_locations: - docs/git.md - addition_method: manual https://github.com/vbouchaud/k8s-ldap-auth: + addition_method: manual content_hash: 277c5ddfa6aff857e9279d3f6abfda4c5c77aa768b96739fe9b713184524c666 description: '' health_score: 100.0 @@ -126314,8 +132281,8 @@ https://github.com/vbouchaud/k8s-ldap-auth: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/vchinnipilli/kubestriker: + addition_method: manual content_hash: e55f13d800b10c97bf50c73f1e1989ac7c70e2ab10ca65f36419769c0286115e description: '' gh_license: Apache-2.0 @@ -126334,8 +132301,8 @@ https://github.com/vchinnipilli/kubestriker: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/veggiemonk/awesome-docker: + addition_method: manual content_hash: 7f56cb78ef8ebf36cc286fffaa4fc12b4e68609342e0f810ea05e3cf3551bfa5 description: '' gh_license: Apache-2.0 @@ -126357,8 +132324,8 @@ https://github.com/veggiemonk/awesome-docker: - other-awesome-lists.md - docker.md year: N/A - addition_method: manual https://github.com/velero-io/velero: + addition_method: manual content_hash: d5ae04bd0672ae5a9bad5255c2d129a796af52aff3371e337b1ba7dced637c05 gh_license: Apache-2.0 gh_pushed: '2026-05-22T09:30:33Z' @@ -126375,8 +132342,8 @@ https://github.com/velero-io/velero: v2_locations: - kubernetes-backup-migrations.md - ocp4.md - addition_method: manual https://github.com/venkateshk111/terraform-beginners-guide: + addition_method: manual content_hash: d0b84dd3a19688a5a5ababf4fb8c9affb4f1a2c41cdf1df2617899ffb893a80f description: '' gh_license: MIT @@ -126395,8 +132362,8 @@ https://github.com/venkateshk111/terraform-beginners-guide: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/vetyy/helm-ecr: + addition_method: manual content_hash: 3e7e7221a056185382cb7644fcca5c1c3dac522b15458a0fa17a4fb5ea5d7a3f description: '' gh_license: MIT @@ -126415,8 +132382,8 @@ https://github.com/vetyy/helm-ecr: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/viaduct-ai/kustomize-sops: + addition_method: manual content_hash: 91e309cf0c5aa3e3cceceab84e46c7816495a889b9c7967a3278613a9ee9abd4 description: '' gh_license: Apache-2.0 @@ -126435,8 +132402,8 @@ https://github.com/viaduct-ai/kustomize-sops: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/viatsko/awesome-vscode: + addition_method: manual content_hash: f51abc78c6867afc4cbfb7557e5e61c4193f50577da46bb7199dca850c6b8046 description: '' gh_license: CC0-1.0 @@ -126458,8 +132425,8 @@ https://github.com/viatsko/awesome-vscode: - other-awesome-lists.md - visual-studio.md year: N/A - addition_method: manual https://github.com/vidispine/hull: + addition_method: manual ai_summary: A unique template library extension designed to drastically reduce boilerplate in Helm development. HULL enables declarative, object-oriented configuration structures, letting developers generate entire charts with minimal template overhead. @@ -126491,8 +132458,8 @@ https://github.com/vidispine/hull: - helm.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/vijaykedar/jenkins-setup-using-terraform: + addition_method: manual content_hash: 9fd7a26562b9e0568889384497f9e3febd67a847d785cbdf92854431bb12cc76 description: '' health_score: 100.0 @@ -126508,8 +132475,8 @@ https://github.com/vijaykedar/jenkins-setup-using-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://github.com/vimwiki/vimwiki: + addition_method: manual ai_summary: 'An incredibly powerful, native Vim plugin that transforms Vim into a personal wiki engine. It manages plain-text files, automates list formatting, links diary entries, and exports to HTML dynamically. Double-Evidence: The repository @@ -126543,8 +132510,8 @@ https://github.com/vimwiki/vimwiki: v2_locations: - linux.md year: N/A - addition_method: manual https://github.com/vincentserpoul/kubench: + addition_method: manual content_hash: 82bc92760401c2cf7d1910cbb4473bd6d418ba3ddcf258d439835a3463625de2 description: '' gh_license: Apache-2.0 @@ -126563,8 +132530,8 @@ https://github.com/vincentserpoul/kubench: v2_locations: - qa.md year: N/A - addition_method: manual https://github.com/vinta/awesome-python: + addition_method: manual content_hash: aa7ca6e855edb7ada6cb90248be05e7572fde01f05c100afbcbbea728c480af8 description: '' gh_license: NOASSERTION @@ -126585,8 +132552,8 @@ https://github.com/vinta/awesome-python: - python.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/viralpoetry/kubesurveyor: + addition_method: manual content_hash: 228c7ac748e747f91e740e3252504ca50af675968c35204b11fefa0015e0d1de description: '' health_score: 100.0 @@ -126602,8 +132569,8 @@ https://github.com/viralpoetry/kubesurveyor: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/visenger/awesome-mlops: + addition_method: manual content_hash: 74e8d0bc6f88778e87c6e2231b41a1e4504cba02393fa9be2d2502da4f7c6644 description: '' health_score: 100.0 @@ -126620,8 +132587,8 @@ https://github.com/visenger/awesome-mlops: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/vitobotta/velero-notifications: + addition_method: manual content_hash: 7b97042cdcb35fc0de9a6ce154eecbed5f4ec0b921a618e69260f00985167271 description: '' gh_license: MIT @@ -126640,8 +132607,8 @@ https://github.com/vitobotta/velero-notifications: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/vivekagate/yakiapp: + addition_method: manual ai_summary: An early community desktop dashboard for managing Kubernetes clusters. Active development has ceased, serving now as historical design code reference. complexity: Intermediate @@ -126670,8 +132637,8 @@ https://github.com/vivekagate/yakiapp: v2_locations: - kubernetes-based-devel.md year: '2021' - addition_method: manual https://github.com/viveksinghggits/kuui: + addition_method: manual content_hash: 6788c7bb55f35cf572d0841ab584dac6f461ce624cb61b36426e8c941337652a description: '' gh_license: Apache-2.0 @@ -126690,8 +132657,8 @@ https://github.com/viveksinghggits/kuui: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/vladimirvivien/ktop: + addition_method: manual content_hash: a16c596f0b8d1c73a1f8e27a7f11b226c5637771f32b0bceb412119b3ede29f0 description: '' gh_license: Apache-2.0 @@ -126710,8 +132677,8 @@ https://github.com/vladimirvivien/ktop: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/vllm-project/vllm: + addition_method: manual ai_summary: 'Curator Insight: Integration guides and deployment schemas for hosting vLLM on Kubernetes clusters. @@ -126744,8 +132711,8 @@ https://github.com/vllm-project/vllm: v2_locations: - ai-agents-mcp.md year: N/A - addition_method: manual https://github.com/vmware-archive/buildkit-cli-for-kubectl: + addition_method: manual content_hash: 35c19c8e640735ba6ff2a7908a40fbbd61533c1daa91b034f8fb9f440ff0964e gh_license: NOASSERTION gh_pushed: '2023-09-28T03:00:47Z' @@ -126762,8 +132729,8 @@ https://github.com/vmware-archive/buildkit-cli-for-kubectl: v2_locations: - kubernetes-tools.md - kubectl-commands.md - addition_method: manual https://github.com/vmware-archive/ktx: + addition_method: manual content_hash: d31edd7b5a04464fb8efb9a77ce0abee5fa9685551cd504140c11d4a73864f1f gh_license: Apache-2.0 gh_pushed: '2021-09-28T00:05:59Z' @@ -126778,8 +132745,8 @@ https://github.com/vmware-archive/ktx: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/vmware-archive/kube-fluentd-operator: + addition_method: manual content_hash: 228db722cc7cfe844a1e96caae6ee58f8b37ee09f6807b470ec7eb8f345199b4 gh_license: NOASSERTION gh_pushed: '2025-12-18T19:17:59Z' @@ -126794,8 +132761,8 @@ https://github.com/vmware-archive/kube-fluentd-operator: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://github.com/vmware-archive/kubecfg: + addition_method: manual content_hash: f2d2fc37ea444a3c4110a4b9bc0e83230545947f7e964f819106edb6e720833a gh_license: Apache-2.0 health_score: 100.0 @@ -126803,8 +132770,8 @@ https://github.com/vmware-archive/kubecfg: needs_ai_refresh: true v1_locations: - docs/kubernetes.md - addition_method: manual https://github.com/vmware-archive/kubewatch: + addition_method: manual content_hash: 7e55730487f021d5ef54e438e2225afd74a4a845ba1e29b7954221e7cd54078e gh_license: Apache-2.0 gh_pushed: '2022-09-17T08:58:53Z' @@ -126819,8 +132786,8 @@ https://github.com/vmware-archive/kubewatch: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/vmware-archive/octant: + addition_method: manual ai_summary: Octant was a widely used extensible, developer-focused dashboard for exploring Kubernetes structures. It was archived in 2023 and has been succeeded by more modern and active alternatives like Lens and K9s. @@ -126853,8 +132820,8 @@ https://github.com/vmware-archive/octant: - kubernetes-on-premise.md - kubernetes-tools.md year: '2023' - addition_method: manual https://github.com/vmware-tanzu/antrea: + addition_method: manual content_hash: 9bf5509121e1f02344fc0b7940d0ae4254283aec31ad23ef434c8ca11f65f3a8 description: '' health_score: 100.0 @@ -126864,8 +132831,8 @@ https://github.com/vmware-tanzu/antrea: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://github.com/vmware-tanzu/buildkit-cli-for-kubectl: + addition_method: manual content_hash: 1f222d3e28b5c40bb71cc05c93efb05ad089bcf96a1cc7a93455a1a2051c094e description: '' health_score: 100.0 @@ -126876,8 +132843,8 @@ https://github.com/vmware-tanzu/buildkit-cli-for-kubectl: - docs/kubectl-commands.md - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/vmware-tanzu/k-bench: + addition_method: manual content_hash: dc9e83bcf59d12281d71dd6306c42cc3517d338a31e01967b538352cf4f304d4 description: '' health_score: 100.0 @@ -126887,8 +132854,8 @@ https://github.com/vmware-tanzu/k-bench: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/vmware-tanzu/octant: + addition_method: manual content_hash: 542bedab216c3f66466fe63164e80299b5c4e0ce3a5539ecadd620c90ee4f921 description: '' health_score: 100.0 @@ -126899,15 +132866,15 @@ https://github.com/vmware-tanzu/octant: - docs/kubernetes-on-premise.md - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/vmware-tanzu/pinniped: + addition_method: manual content_hash: 661fa35ea5636cb1668aa573444690a764339f9ccfa53cbb7369b42419e3e5dc health_score: 100.0 last_checked: 1779034105.704689 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://github.com/vmware-tanzu/sonobuoy: + addition_method: manual content_hash: 2f20624a434d9ecd04f9519fa8395820867fc9fc4d0febaead59b6cb07b75767 description: '' gh_license: Apache-2.0 @@ -126926,8 +132893,8 @@ https://github.com/vmware-tanzu/sonobuoy: v2_locations: - qa.md year: N/A - addition_method: manual https://github.com/vmware-tanzu/velero: + addition_method: manual content_hash: 0078c52bf3b08aaf10d444c0f65ee0aebc3ebff65ac9f49eacde1febe8b12b00 description: '' health_score: 100.0 @@ -126938,8 +132905,8 @@ https://github.com/vmware-tanzu/velero: - docs/kubernetes-backup-migrations.md - docs/ocp4.md year: N/A - addition_method: manual https://github.com/vmware/k-bench: + addition_method: manual content_hash: d7291e919a819ac3438a5c3a6f32d74d5df2efd07e1f3b24c4e3e0627d6b461f gh_license: NOASSERTION gh_pushed: '2026-03-12T03:44:16Z' @@ -126954,8 +132921,8 @@ https://github.com/vmware/k-bench: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/vmware/kube-fluentd-operator: + addition_method: manual content_hash: b35a102eb9d881d4f01ac6369fc4a528130abeffc552c314da5ad6291892f32d description: '' health_score: 100.0 @@ -126965,8 +132932,8 @@ https://github.com/vmware/kube-fluentd-operator: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/vmware/octant: + addition_method: manual content_hash: 542bedab216c3f66466fe63164e80299b5c4e0ce3a5539ecadd620c90ee4f921 description: '' health_score: 100.0 @@ -126976,8 +132943,8 @@ https://github.com/vmware/octant: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/vmware/pinniped: + addition_method: manual content_hash: febd0a05d74d6b53d2e642fb8c17c27d61ab5b483f60a66c877f544d89c10bbe gh_license: Apache-2.0 health_score: 100.0 @@ -126985,8 +132952,8 @@ https://github.com/vmware/pinniped: needs_ai_refresh: true v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://github.com/volatiletech/sqlboiler: + addition_method: manual content_hash: 87c8942edba2b92c75468c2d02bb3394489c1e9782a58312d3a19cdc51b50f3a description: '' health_score: 100.0 @@ -126996,8 +132963,8 @@ https://github.com/volatiletech/sqlboiler: v1_locations: - docs/golang.md year: N/A - addition_method: manual https://github.com/vscode-kubernetes-tools/vscode-kubernetes-tools: + addition_method: manual content_hash: 648ef2b897f1fd389d81aa2bbb2513f28cc3326b3ed407bd0a9b8ac7cb47956e gh_license: Apache-2.0 gh_pushed: '2026-05-21T23:12:02Z' @@ -127012,8 +132979,8 @@ https://github.com/vscode-kubernetes-tools/vscode-kubernetes-tools: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://github.com/wagoodman/dive: + addition_method: manual content_hash: c1155c8f1bc813e276d2dda0671128eb0419a310d3cfe74945163603212b7240 description: '' gh_license: MIT @@ -127032,8 +132999,8 @@ https://github.com/wagoodman/dive: v2_locations: - docker.md year: N/A - addition_method: manual https://github.com/wallarm/sysbindings: + addition_method: manual content_hash: f09bc51cc5a2e250d70f065b62dbb4cccf64ad33222cbadcdd0b96b390fd24ef description: '' gh_license: MIT @@ -127052,8 +133019,8 @@ https://github.com/wallarm/sysbindings: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/wangjia184/pod-inspector: + addition_method: manual content_hash: 8abf6fe284c80d6bc06d5c8a807d378f12db57960014e121b37868e6299d2878 description: '' health_score: 100.0 @@ -127069,8 +133036,8 @@ https://github.com/wangjia184/pod-inspector: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/wardviaene: + addition_method: manual content_hash: 447179f1e113a43ea28a199a27e97a83c8c4c2f3c3a2eb66e570539391e4a55c description: '' health_score: 100.0 @@ -127086,8 +133053,8 @@ https://github.com/wardviaene: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/wardviaene/advanced-kubernetes-course: + addition_method: manual content_hash: f636c297880e176813cf80b6d3b1db7abe172fbeda24ac23f7cf4309f9b9fa9f description: '' health_score: 100.0 @@ -127098,8 +133065,8 @@ https://github.com/wardviaene/advanced-kubernetes-course: v1_locations: - docs/kubernetes-tutorials.md year: N/A - addition_method: manual https://github.com/wardviaene/advanced-kubernetes-course/tree/master/spinnaker: + addition_method: manual content_hash: 00d8a3f1b9429aa9162c6d3c5d1c67c81d52800be22cc863a0ae3c5bd1be2ba3 description: '' health_score: 100.0 @@ -127115,8 +133082,8 @@ https://github.com/wardviaene/advanced-kubernetes-course/tree/master/spinnaker: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/wardviaene/jenkins-course: + addition_method: manual content_hash: ca038c96e82bd2f05ad48674b128ec330a3cb2a4b1f0485555a9a0bcd60e8dfa description: '' health_score: 100.0 @@ -127134,8 +133101,8 @@ https://github.com/wardviaene/jenkins-course: - jenkins.md - demos.md year: N/A - addition_method: manual https://github.com/wardviaene/kubernetes-course: + addition_method: manual content_hash: 155e7375547c1616e34a4f6c86e5469a201d48f1daed273856ae084cf677328d description: '' gh_license: MIT @@ -127156,8 +133123,8 @@ https://github.com/wardviaene/kubernetes-course: - demos.md - kubernetes-tutorials.md year: N/A - addition_method: manual https://github.com/we-dcode/kubetunnel: + addition_method: manual content_hash: 9d4d5b0269e92c304f9ef91f3529cf29605a82113d23d6d6914e8ec2d4457ca9 description: '' gh_license: Apache-2.0 @@ -127176,8 +133143,8 @@ https://github.com/we-dcode/kubetunnel: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/weaveworks-experiments/kspan: + addition_method: manual content_hash: e3d1e2e3c362d84d8e03336b387691b0561644dd4882705a8f2aa7b05cf23392 description: '' gh_license: Apache-2.0 @@ -127196,8 +133163,8 @@ https://github.com/weaveworks-experiments/kspan: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/weaveworks/awesome-gitops: + addition_method: manual content_hash: 14e7315e6fe04f90d20b18a9d4fb9c9996736db192364f9fa3554bb6e86c62d7 description: '' gh_license: MIT @@ -127217,8 +133184,8 @@ https://github.com/weaveworks/awesome-gitops: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/weaveworks/cluster-api-provider-existinginfra: + addition_method: manual ai_summary: A Cluster API provider designed to enable cluster deployment over pre-existing infra (such as bare-metal or legacy VMs) via SSH. Archived following Weaveworks' wrap-up, serving now as a reference for custom SSH-based control loops. @@ -127248,8 +133215,8 @@ https://github.com/weaveworks/cluster-api-provider-existinginfra: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://github.com/weaveworks/eksctl: + addition_method: manual content_hash: 95e763d5c392dfca92162a2287805a43b0a40517f9818c4cb07ddef48cb2b47b description: '' health_score: 100.0 @@ -127260,8 +133227,8 @@ https://github.com/weaveworks/eksctl: - docs/jenkins.md - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://github.com/weaveworks/kubediff: + addition_method: manual content_hash: adc1dca09a4aba6f33c26682b72ea20b995e5c267076ea7569d6d463c1d0589c description: '' gh_license: Apache-2.0 @@ -127280,8 +133247,8 @@ https://github.com/weaveworks/kubediff: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/weaveworks/kured: + addition_method: manual content_hash: 08fd05371ed694fe460e32a28d52b40bdef0ff8b63d69ee62cc2a4a8016bd7bc description: '' health_score: 100.0 @@ -127291,8 +133258,8 @@ https://github.com/weaveworks/kured: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://github.com/weaveworks/tf-controller: + addition_method: manual content_hash: fdf5961adf936014db589efc9c5ee27ba146b1616205da70fc26040b3c007c42 description: '' health_score: 100.0 @@ -127302,8 +133269,8 @@ https://github.com/weaveworks/tf-controller: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://github.com/weaveworks/weave: + addition_method: manual ai_summary: Weave Net is a resilient container CNI designed to create peer-to-peer overlay networks without external databases or configurations. The project was officially archived by Weaveworks in 2024, prompting teams to migrate to more @@ -127337,8 +133304,8 @@ https://github.com/weaveworks/weave: - kubernetes-on-premise.md - gitops.md year: N/A - addition_method: manual https://github.com/weaveworks/wksctl: + addition_method: manual ai_summary: An early GitOps-driven Kubernetes cluster manager from Weaveworks that provisioned clusters from a declared state stored in git. Following Weaveworks' operational shutdown, this project is considered legacy but remains highly influential @@ -127373,8 +133340,8 @@ https://github.com/weaveworks/wksctl: - gitops.md - matrix-table.md year: N/A - addition_method: manual https://github.com/webmeshproj/webmesh-vdi: + addition_method: manual content_hash: b33746153e732c810999240e093ebfdbe7489d0348fc6fde2fbc78d253880650 gh_license: GPL-3.0 gh_pushed: '2023-10-20T18:30:30Z' @@ -127389,8 +133356,8 @@ https://github.com/webmeshproj/webmesh-vdi: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/welldone-cloud/aws-list-resources: + addition_method: manual content_hash: 6eaff4e9e8e0115065c334f50c585f49ef824d7c1dcf9d4b823f397cd8ec28d8 description: '' gh_license: AGPL-3.0 @@ -127409,8 +133376,8 @@ https://github.com/welldone-cloud/aws-list-resources: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/werf/kubedog: + addition_method: manual content_hash: 4d23eeed18c53fb55c029d3b4be0be9f75dd5283873de96af2fc3fd999b7e6f7 description: '' gh_license: Apache-2.0 @@ -127429,8 +133396,8 @@ https://github.com/werf/kubedog: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/werf/nelm: + addition_method: manual ai_summary: An innovative deployment engine integrated within the Werf workflow that functions as an alternative to native Helm release tracking. It resolves Helm's tracking limitations by ensuring strict live cluster validation and resource @@ -127465,8 +133432,8 @@ https://github.com/werf/nelm: - gitops.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/werf/werf: + addition_method: manual content_hash: 4cae4bc2290f403f6e2b4bf9c0a93e365801686e965328098585a4e5205963ab description: '' gh_license: Apache-2.0 @@ -127485,15 +133452,15 @@ https://github.com/werf/werf: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/widdix/aws-cf-templates: + addition_method: manual content_hash: f9233c1dcc737bf8f5f2fd6ca6045bb0aa668c35c9e8695ab73b3a74e41d5ac5 health_score: 100.0 last_checked: 1779034319.326296 v1_locations: - docs/aws-iac.md - addition_method: manual https://github.com/willdady/aws-resource-based-policy-collector: + addition_method: manual content_hash: 4234aeaaac78b509344a09f998bb73de80034955f6520f5b01d1d3f7d5427e2a description: '' gh_license: MIT @@ -127513,8 +133480,8 @@ https://github.com/willdady/aws-resource-based-policy-collector: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://github.com/willdady/cdk-iam-credentials-rotator: + addition_method: manual content_hash: 13943a272ac11061fb6f4a4e83d673fb0fa65ea5402fc603d9d801282f33e962 description: '' gh_license: Apache-2.0 @@ -127533,8 +133500,8 @@ https://github.com/willdady/cdk-iam-credentials-rotator: v2_locations: - aws-security.md year: N/A - addition_method: manual https://github.com/wincent/git-cipher: + addition_method: manual ai_summary: An older tool designed to transparently encrypt files inside Git repositories. Mostly superceded by modern cloud secret providers and SOPS, but serves as a foundational reference for git-filter mechanics. @@ -127564,8 +133531,8 @@ https://github.com/wincent/git-cipher: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/windup: + addition_method: manual content_hash: 4f773a2dd1cbd9554616a588b79b6f859e6811185dc399b1bea69201a7a24892 description: '' health_score: 100.0 @@ -127581,8 +133548,8 @@ https://github.com/windup: v2_locations: - ocp4.md year: N/A - addition_method: manual https://github.com/winfordlin/Compass: + addition_method: manual content_hash: c3fa36d8a9e8502aca01ed879598cab4b297470b0df9d2b844fe488deda703a2 description: '' health_score: 100.0 @@ -127598,8 +133565,8 @@ https://github.com/winfordlin/Compass: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/witchery-project/witchery: + addition_method: manual content_hash: 87f4eeefa7b7e2125d27b9e10def3f7512363926dfe8e31a295a240686cb9259 description: '' gh_license: NOASSERTION @@ -127618,8 +133585,8 @@ https://github.com/witchery-project/witchery: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/wololock/jenkine-pipeline-maven-demo/tree/sdkman: + addition_method: manual content_hash: e8e3fcf507d0aaa6d021b39bd9cdd9204de01fa4ea7de2902bd69c7a58244f02 description: '' health_score: 100.0 @@ -127631,8 +133598,8 @@ https://github.com/wololock/jenkine-pipeline-maven-demo/tree/sdkman: - docs/demos.md - docs/maven-gradle.md year: N/A - addition_method: manual https://github.com/wongcyrus/aws-account-cloud9-visualizer: + addition_method: manual content_hash: 0de832aa4685b4a6a979b74c840e5620cfa1d007eb072f5f32de6692b9e9f0a4 description: '' health_score: 100.0 @@ -127648,8 +133615,8 @@ https://github.com/wongcyrus/aws-account-cloud9-visualizer: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://github.com/wsargent/docker-cheat-sheet: + addition_method: manual content_hash: 2ac73793d9a89ca8761050f93bb5a9ba40678d5baeba2f8d597c62ec25ccd65a description: '' gh_license: CC-BY-4.0 @@ -127668,8 +133635,8 @@ https://github.com/wsargent/docker-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://github.com/wunderio/csi-rclone: + addition_method: manual content_hash: cc524fedd811472bda123374fd1a7936b720248985a7905555cd8d120a5f26a9 description: '' gh_license: Apache-2.0 @@ -127688,8 +133655,8 @@ https://github.com/wunderio/csi-rclone: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/xUnholy/k8s-gitops: + addition_method: manual content_hash: 5759d8430876ceaa891b982f6a3d9d5098914598c8d6105ed24b4c3f300eb041 description: '' gh_license: Apache-2.0 @@ -127708,8 +133675,8 @@ https://github.com/xUnholy/k8s-gitops: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/xavier-mt/kerbi: + addition_method: manual content_hash: cd9ebd380852f5789e18dbacca52b04a66f72fe5ad63a943a91f9c036093bdee gh_license: MIT gh_pushed: '2022-06-16T09:03:15Z' @@ -127724,8 +133691,8 @@ https://github.com/xavier-mt/kerbi: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://github.com/xiaods/k8e: + addition_method: manual ai_summary: A lightweight community-driven Kubernetes distribution modeled after K3s but using standard upstream components. It offers an easy install track for edge nodes and test networks looking for low operational footprints. @@ -127757,8 +133724,8 @@ https://github.com/xiaods/k8e: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://github.com/xiaopeng163/docker-compose-tpg: + addition_method: manual content_hash: 4b3f0288c1337bd68fa980e20734d7a2ff291809d3be6d0cf9cb013485419e08 description: '' health_score: 100.0 @@ -127774,8 +133741,8 @@ https://github.com/xiaopeng163/docker-compose-tpg: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/yahoo/check-log4j: + addition_method: manual ai_summary: Yahoo's command-line tool designed to identify vulnerable log4j jar instances inside mounted folder structures and container layers. Kept as an archival resource. @@ -127805,8 +133772,8 @@ https://github.com/yahoo/check-log4j: v2_locations: - devsecops.md year: N/A - addition_method: manual https://github.com/yandex-cloud/k8s-csi-s3: + addition_method: manual content_hash: 0c9118b0bb755f9e4d66fafc9c40a708c36261f37a187a76b64f3c1469b058d1 description: '' gh_license: NOASSERTION @@ -127825,8 +133792,8 @@ https://github.com/yandex-cloud/k8s-csi-s3: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://github.com/yangshun/tech-interview-handbook: + addition_method: manual content_hash: 6a235dd3393fe945bb3152c0ae242a7037b3ab53750ab982ed840c998eb25d47 description: '' gh_license: MIT @@ -127846,8 +133813,8 @@ https://github.com/yangshun/tech-interview-handbook: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/yangtao309/awesome-api-gateway: + addition_method: manual content_hash: 6d62ffc18ab304cbe5bbbb78b7e687572c5bc3372d797648992211bbebdb9b97 description: '' health_score: 100.0 @@ -127864,8 +133831,8 @@ https://github.com/yangtao309/awesome-api-gateway: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://github.com/yankils/Simple-DevOps-Project: + addition_method: manual content_hash: 2adcf09384710ca2deea5c47ee9a7c2a4abc449e0cfd8db7039287bb99044faa description: '' health_score: 100.0 @@ -127881,8 +133848,8 @@ https://github.com/yankils/Simple-DevOps-Project: v2_locations: - demos.md year: N/A - addition_method: manual https://github.com/yannh/kubeconform: + addition_method: manual ai_summary: A highly performant Kubernetes manifest validator written in Go, acting as a faster alternative to `kubeval`. Validates resource specifications against OpenAPI schemas, supporting custom resource definitions (CRDs) seamlessly in CI/CD @@ -127915,8 +133882,8 @@ https://github.com/yannh/kubeconform: - devsecops.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/yashvardhan-kukreja/kube-bench-exporter: + addition_method: manual content_hash: d76db84e9002a9cc1381d0c43f6083a9827b26d893b4ce405b43a7bf880293e0 description: '' gh_license: MIT @@ -127935,8 +133902,8 @@ https://github.com/yashvardhan-kukreja/kube-bench-exporter: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ynqa/bul: + addition_method: manual ai_summary: An interactive Terminal User Interface (TUI) written in Go for streaming and searching Kubernetes container logs. Grounding suggests that development has stalled (inactive for over 4 years), so while technically functional for local @@ -127971,8 +133938,8 @@ https://github.com/ynqa/bul: - container-managers.md - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/ynqa/jnv: + addition_method: manual ai_summary: An interactive, terminal-based JSON parser and viewer built on Go. Provides instant auto-completion features and live structural feedback, making the querying of huge payloads trivial. @@ -128003,8 +133970,8 @@ https://github.com/ynqa/jnv: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://github.com/yogeshkk/K8sPurger: + addition_method: manual content_hash: 50ee1755862d744903d32d4912ecbbee3b231670b60767aa0a894ad4744d86bf description: '' gh_license: Apache-2.0 @@ -128023,8 +133990,8 @@ https://github.com/yogeshkk/K8sPurger: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/yokawasa/action-setup-kube-tools: + addition_method: manual content_hash: fd33c9fd1d3bbabf17697759d4ed37bf0eee0989a9a783fc57fa6ad5598be2eb description: '' gh_license: MIT @@ -128043,8 +134010,8 @@ https://github.com/yokawasa/action-setup-kube-tools: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://github.com/yonahd/kor: + addition_method: manual content_hash: d2f8431befad3a2a6349506b8c50fe0d5e8c4c9acea8103e8d216895c8fb6539 description: '' gh_license: MIT @@ -128063,8 +134030,8 @@ https://github.com/yonahd/kor: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/yonahd/orphaned-configmaps: + addition_method: manual content_hash: 076b10835b9fcc36f757a36e5034dc00bf021e67457475a6c640895aa1c0fa29 description: '' health_score: 100.0 @@ -128080,8 +134047,8 @@ https://github.com/yonahd/orphaned-configmaps: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/yteraoka/kubectl-isolate: + addition_method: manual content_hash: b0864d5afab08901c5067a9b47ffaeb906f4742b3edbc02a6253b79fab0b7ba9 description: '' gh_license: MIT @@ -128100,8 +134067,8 @@ https://github.com/yteraoka/kubectl-isolate: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/zakkg3/ClusterSecret: + addition_method: manual content_hash: 410cec9a9441ced9e8a652b67982fcc18e8ad5a9312f01facb57194feaa77be4 description: '' gh_license: Apache-2.0 @@ -128120,8 +134087,8 @@ https://github.com/zakkg3/ClusterSecret: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://github.com/zalando/logbook: + addition_method: manual content_hash: cdb1bff5a3f45b738632b32ee3dbc40b00caf4113501ef9a46a3425264745f56 description: '' gh_license: MIT @@ -128140,8 +134107,8 @@ https://github.com/zalando/logbook: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://github.com/zalando/patroni: + addition_method: manual content_hash: 98d75f1cf5d00344ca09ca026660c1f7d8c43296a4b79211eaacd9323e89ebd6 description: '' health_score: 100.0 @@ -128151,8 +134118,8 @@ https://github.com/zalando/patroni: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://github.com/zalando/postgres-operator: + addition_method: manual content_hash: 4b5052c00ec68aca1c3bce237d73e28655b4225cb73b0d6dc8caad2ba51ac137 description: '' gh_license: MIT @@ -128171,8 +134138,8 @@ https://github.com/zalando/postgres-operator: v2_locations: - databases.md year: N/A - addition_method: manual https://github.com/zalando/spilo: + addition_method: manual content_hash: ad47988f98184578f298dec20021762ecc39ec14cf81213755f937363dbcce9d description: '' gh_license: Apache-2.0 @@ -128191,8 +134158,8 @@ https://github.com/zalando/spilo: v2_locations: - databases.md year: N/A - addition_method: manual https://github.com/zarf-dev/zarf: + addition_method: manual ai_summary: A highly resilient open-source developer tool from Defense Unicorns built to package, deploy, and manage continuous delivery of cloud-native platforms in strictly air-gapped or secure zero-trust environments. Automates the bundling @@ -128224,15 +134191,15 @@ https://github.com/zarf-dev/zarf: v2_locations: - kubernetes-on-premise.md year: '2026' - addition_method: manual https://github.com/zaynali53/DotENV: + addition_method: manual content_hash: d03090cb21014cbaf3351c80a20a1ebf97c8103fc1d66d8bcdad64d361a6367a health_score: 100.0 last_checked: 1779032613.668565 v1_locations: - docs/visual-studio.md - addition_method: manual https://github.com/zegl/kube-score: + addition_method: manual content_hash: 012d267b9cf6a4fe67e96337f31bb39ac58848f3b9aaa68183f2446f88c5c38c description: '' gh_license: MIT @@ -128244,8 +134211,8 @@ https://github.com/zegl/kube-score: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://github.com/zsh-users/zsh-autosuggestions: + addition_method: manual ai_summary: A highly efficient Zsh plugin that suggests commands as you type based on shell history. Greatly boosts productivity and matches the usability standard popularized by the Fish shell. @@ -128275,8 +134242,8 @@ https://github.com/zsh-users/zsh-autosuggestions: v2_locations: - linux.md year: N/A - addition_method: manual https://github.comjoshmsmith/monkey-ops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -128290,8 +134257,8 @@ https://github.comjoshmsmith/monkey-ops: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://github.dev: + addition_method: manual content_hash: a8bb4feb307e135bcaadcbfeac8e34b8946530f6e0dd10d883e7a693ae543819 description: '' health_score: 100.0 @@ -128302,8 +134269,8 @@ https://github.dev: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://github.dev/github/dev: + addition_method: manual content_hash: 392a950f91629fa40c2a7268e598810b0d9cb3397b82687a0cffbea94507baa7 health_score: 100.0 last_checked: 1779130494.968061 @@ -128315,8 +134282,8 @@ https://github.dev/github/dev: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://github.dev/jakevdp/PythonDataScienceHandbook/tree/master/notebooks: + addition_method: manual content_hash: 12126c2399da22a0ec103791af902b37d3f041e681954ac4831b127c8fb5e797 description: '' health_score: 100.0 @@ -128332,8 +134299,8 @@ https://github.dev/jakevdp/PythonDataScienceHandbook/tree/master/notebooks: v2_locations: - python.md year: N/A - addition_method: manual https://github.github.com/training-kit/downloads/github-git-cheat-sheet.pdf: + addition_method: manual content_hash: c92e37e083041a0685d56741bcaa699a2587788e019f9ea666daaa3cc1d8b646 description: '' health_score: 100.0 @@ -128343,8 +134310,8 @@ https://github.github.com/training-kit/downloads/github-git-cheat-sheet.pdf: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://github1s.com: + addition_method: manual content_hash: 37728f8cbf5312424a15780f983dc7f039fb56c9b370008642b6741de1ec4d48 description: '' health_score: 100.0 @@ -128360,15 +134327,15 @@ https://github1s.com: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://githubcom/OctopusDeploy/terraform-provider-octopusdeploy: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033591.607068 v1_locations: - docs/jenkins-alternatives.md - addition_method: manual https://gitlab.beuth-hochschule.de/s70178/petclinic-ansible-jenkins-ci-cd: + addition_method: manual content_hash: bdf89d30618ce4f1beb9a984f88f9abe60238eaf10e6670a4416009366809679 description: '' health_score: 100.0 @@ -128378,16 +134345,16 @@ https://gitlab.beuth-hochschule.de/s70178/petclinic-ansible-jenkins-ci-cd: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://gitlab.beuth-hochschule.de/users/sign_in: + addition_method: manual content_hash: 1eb5cf2c72de4762ccbf04a285a728dc40381f05545ea021954c6f6b5ac0220d health_score: 100.0 last_checked: 1779130495.026579 needs_ai_refresh: true v1_locations: - docs/demos.md - addition_method: manual https://gitlab.com: + addition_method: manual content_hash: 33535dcf5f2b20e68ccd0f715f6ecf023fc5d0cdac78d827e501a3469c21dc76 description: '' health_score: 100.0 @@ -128399,8 +134366,8 @@ https://gitlab.com: - docs/git.md - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://gitlab.com/bpmworkshop/rhpam-signal-marketing-demo: + addition_method: manual content_hash: 0487e7bf67e5689333e6befba006a5834eeaddf9e632b5ff6e4dc42635f379ff description: '' health_score: 100.0 @@ -128416,8 +134383,8 @@ https://gitlab.com/bpmworkshop/rhpam-signal-marketing-demo: v2_locations: - demos.md year: N/A - addition_method: manual https://gitlab.com/gitlab-org/gitlab/-/issues/14595: + addition_method: manual content_hash: 7bda1fe4653758a0f475455c4c310380af1bf20a236bb7c650c9d4cde9e9e9f2 description: '' health_score: 100.0 @@ -128428,8 +134395,8 @@ https://gitlab.com/gitlab-org/gitlab/-/issues/14595: v1_locations: - docs/git.md year: N/A - addition_method: manual https://gitlab.com/gitlab-org/gitlab/-/issues/2785: + addition_method: manual content_hash: ac7652f42c9a1fd557c23bbd302b6e95308b053d488952b6251f7dabb50f7a15 description: '' health_score: 100.0 @@ -128440,8 +134407,8 @@ https://gitlab.com/gitlab-org/gitlab/-/issues/2785: v1_locations: - docs/git.md year: N/A - addition_method: manual https://gitlab.com/jackatbancast/manifesto: + addition_method: manual content_hash: e33a57ba47b0cb2eb9f9d6d94d58d7d4975c4e8d0dcfddd00db51a0733545a36 description: '' health_score: 100.0 @@ -128457,8 +134424,8 @@ https://gitlab.com/jackatbancast/manifesto: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://gitlab.com/k3s_hetzner/k3s_hetzner: + addition_method: manual content_hash: cb43281d248c75ba4bafa25a3019affa7ac17dd05fd44a278cabb04b2531ab57 description: '' health_score: 100.0 @@ -128474,8 +134441,8 @@ https://gitlab.com/k3s_hetzner/k3s_hetzner: v2_locations: - rancher.md year: N/A - addition_method: manual https://gitlab.com/mrman/k8s-storage-provider-benchmarks: + addition_method: manual content_hash: 0ff6e793fc244b147314a4405b9ac7eadbb66bfe3b1ad192c7044eca95b76434 description: '' health_score: 100.0 @@ -128491,8 +134458,8 @@ https://gitlab.com/mrman/k8s-storage-provider-benchmarks: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://gitlab.com/purelb/purelb: + addition_method: manual content_hash: 5191c3ded57a8caa89741912bfcb4164bb9af2bd32f2f26e059d11a8c636b0ad description: '' health_score: 100.0 @@ -128508,8 +134475,8 @@ https://gitlab.com/purelb/purelb: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://gitlab.com/redhatdemocentral: + addition_method: manual content_hash: c26684866d9e9fe5177f10f757e84709cfbdda528b4c9a60038f1c5b1d48710d description: '' health_score: 100.0 @@ -128525,8 +134492,8 @@ https://gitlab.com/redhatdemocentral: v2_locations: - demos.md year: N/A - addition_method: manual https://gitlab.com/redhatdemocentral/portfolio-architecture-examples: + addition_method: manual content_hash: 8765ab02d4bd2c5367b750ece8030ce024c2193f4a9756cd4d4ce176eca25b28 description: '' health_score: 100.0 @@ -128544,8 +134511,8 @@ https://gitlab.com/redhatdemocentral/portfolio-architecture-examples: - openshift.md - demos.md year: N/A - addition_method: manual https://gitlab.com/redhatdemocentral/portfolio-architecture-examples/-/blob/main/healthcare.adoc: + addition_method: manual content_hash: c416859d37c4e5057f603e05ed7e4281e058b11b40188d8b04d1e364d3821c2d description: '' health_score: 100.0 @@ -128561,8 +134528,8 @@ https://gitlab.com/redhatdemocentral/portfolio-architecture-examples/-/blob/main v2_locations: - demos.md year: N/A - addition_method: manual https://gitlab.com/redhatdemocentral/rhcs-rhdm-install-demo: + addition_method: manual content_hash: dd24e17d87a9cbd6602aab0e7d6072be154a132122c59c600f87a2d369e31c87 description: '' health_score: 100.0 @@ -128578,8 +134545,8 @@ https://gitlab.com/redhatdemocentral/rhcs-rhdm-install-demo: v2_locations: - demos.md year: N/A - addition_method: manual https://gitlab.com/rosarior/awesome-django: + addition_method: manual content_hash: fd2d026e21614497d72e26aa5e388c43455380ec480f13561624368674f847c1 description: '' health_score: 100.0 @@ -128595,15 +134562,15 @@ https://gitlab.com/rosarior/awesome-django: v2_locations: - python.md year: N/A - addition_method: manual https://gitlab.com/xavki/devopsland/-/tree/master/ansible: + addition_method: manual content_hash: cface6a334618d78d8fa110d8b352156fd2340e2a9eca9e4ad934617535df54b health_score: 100.0 last_checked: 1779030172.354789 v1_locations: - docs/ansible.md - addition_method: manual https://gitlab.comquent.de/petclinic/spring-petclinic-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -128613,8 +134580,8 @@ https://gitlab.comquent.de/petclinic/spring-petclinic-microservices: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://gitlab.freedesktop.org/gstreamer-merge-bot: + addition_method: manual content_hash: 1fd02a8f378ca2a00c0ee2ec3258049822b9ba4aa32e1e6597e9eee74326159a description: '' health_score: 100.0 @@ -128630,8 +134597,8 @@ https://gitlab.freedesktop.org/gstreamer-merge-bot: v2_locations: - git.md year: N/A - addition_method: manual https://gitlab.gnome.org/marge-merge-bot: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -128641,8 +134608,8 @@ https://gitlab.gnome.org/marge-merge-bot: v1_locations: - docs/git.md year: N/A - addition_method: manual https://gitlab.gnome.org/users/sign_in: + addition_method: manual content_hash: db4082bcc2ace38ac507031f929b51fb3babb3dbc112f62e192f134b0ef9434d health_score: 100.0 last_checked: 1779130494.969537 @@ -128654,8 +134621,8 @@ https://gitlab.gnome.org/users/sign_in: - docs/git.md v2_locations: - git.md - addition_method: manual https://gizmodo.com/google-calendar-debuts-appointment-schedule-feature-1848715533: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -128666,9 +134633,9 @@ https://gizmodo.com/google-calendar-debuts-appointment-schedule-feature-18487155 v1_locations: - docs/appointment-scheduling.md year: N/A - addition_method: manual ? https://gkovan.medium.com/a-zero-trust-approach-for-securing-the-supply-chain-of-microservices-packaged-as-container-images-89d2f5b7293b -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033619.072073 @@ -128683,8 +134650,8 @@ https://gizmodo.com/google-calendar-debuts-appointment-schedule-feature-18487155 v2_locations: - devsecops.md year: N/A - addition_method: manual https://glasskube.dev: + addition_method: manual content_hash: e6a51c987b1cb7fb2283c6e8d819f659d319b162815bf4f2cbafcb9687e92047 description: '' health_score: 100.0 @@ -128701,8 +134668,8 @@ https://glasskube.dev: - gitops.md - index.md year: N/A - addition_method: manual https://globaldatanet.com/blog/terraform-cicd-best-practices: + addition_method: manual content_hash: ef33ef977bd6ec471c10e6b89f1892deb6f4d7a7c1f9971a8e733610c93e00c4 description: '' health_score: 100.0 @@ -128713,8 +134680,8 @@ https://globaldatanet.com/blog/terraform-cicd-best-practices: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://globaldatanet.com/tech-blog/aws-iam-identity-center-permission-management-at-scale-part-2: + addition_method: manual content_hash: 17eaa51f71f8199dd97c6e0db025531a933dbd205d17a670b45041f11bb901ae description: '' health_score: 100.0 @@ -128731,8 +134698,8 @@ https://globaldatanet.com/tech-blog/aws-iam-identity-center-permission-managemen v2_locations: - aws-security.md year: N/A - addition_method: manual https://globaldatanet.com/tech-blog/terraform-cicd-best-practices: + addition_method: manual content_hash: b3153bcf8827ecd0baf4b2462c11c300ade56bb5d4df4971d81450a47305a661 health_score: 100.0 last_checked: 1779130495.029816 @@ -128743,8 +134710,8 @@ https://globaldatanet.com/tech-blog/terraform-cicd-best-practices: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://gmaster.io: + addition_method: manual content_hash: cd23991b4e02a17e5a224a1f8265c5a187ab366b40b8f8a14608371feb8f6e25 description: '' health_score: 100.0 @@ -128760,8 +134727,8 @@ https://gmaster.io: v2_locations: - git.md year: N/A - addition_method: manual https://gmaster.io/mergedroid: + addition_method: manual content_hash: cd23991b4e02a17e5a224a1f8265c5a187ab366b40b8f8a14608371feb8f6e25 description: '' health_score: 100.0 @@ -128778,8 +134745,48 @@ https://gmaster.io/mergedroid: v2_locations: - git.md year: N/A - addition_method: manual +https://go.atlassian.com/ijvzec: + addition_method: automatic + ai_summary: 'This engineering post breaks down the streaming infrastructure and + data schemas behind Atlassian Rovo''s collaborative AI canvas. It details how + the team moved away from static, one-shot prompt interfaces into an active, multi-user + workspace. + + + * **Rich Format Support**: Uses Atlassian Document Format (ADF), SVG, and CSV-based + data schemas to synthesize pages, whiteboards, and databases. + + * **Real-time Streaming**: Provides low-latency content generation and live editing + synchronized directly inside active chat conversations.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: A technical architectural deep-dive into how Atlassian constructed + a collaborative canvas allowing real-time, bidirectional human-AI teamwork. + hierarchy: + - Software Engineering + - AI Integrations + - Collaborative Canvases + impact_score: 85 + is_microservice: false + language: en + last_checked: 1780401152.315702 + reputation_status: Vetted + reputation_summary: Official Atlassian shortlink redirecting to their engineering + publication about Rovo's collaborative AI canvas architecture. + resource_type: Article + social_preview_url: '' + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: ai + tags: + - '[ENTERPRISE-STABLE]' + - '[CASE STUDY]' + title: 'Creating with Rovo: How We Built a Collaborative AI Canvas' + year: '2026' https://go.atomist.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -128793,8 +134800,8 @@ https://go.atomist.com: v2_locations: - scaffolding.md year: N/A - addition_method: manual https://go.aws/4eFRwIt: + addition_method: manual content_hash: c4f1476a4b8059ed580129ef95bd2856b0876fe260c1eaece06da8eef147564d description: '' health_score: 100.0 @@ -128805,8 +134812,8 @@ https://go.aws/4eFRwIt: v1_locations: - docs/aws.md year: N/A - addition_method: manual https://go.dev: + addition_method: manual ai_summary: 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. @@ -128827,8 +134834,8 @@ https://go.dev: v2_locations: - golang.md year: '2026' - addition_method: manual https://go.dev/blog/gopls-vscode-go: + addition_method: manual content_hash: 382b09f3ec274fe3102b69bd93220b8a8845f3a87cf521810a3fba1240c44b7e health_score: 100.0 last_checked: 1779130495.023184 @@ -128839,8 +134846,8 @@ https://go.dev/blog/gopls-vscode-go: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://go.dev/blog/pkgsite-search-redesign: + addition_method: manual ai_summary: Details the architectural redesign of the official Go package registry search. Highlights usability and indexing upgrades implemented to streamline package discovery for developers. @@ -128868,8 +134875,8 @@ https://go.dev/blog/pkgsite-search-redesign: v2_locations: - golang.md year: N/A - addition_method: manual https://go.digitalocean.com/cicd-on-k8s: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -128879,8 +134886,8 @@ https://go.digitalocean.com/cicd-on-k8s: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://go.weave.works/2021_GitOps_Maturity_Model.html: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -128891,8 +134898,8 @@ https://go.weave.works/2021_GitOps_Maturity_Model.html: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://go.weave.works/automating-kubernetes-with-gitops-wp.html: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -128907,8 +134914,8 @@ https://go.weave.works/automating-kubernetes-with-gitops-wp.html: v2_locations: - gitops.md year: N/A - addition_method: manual https://go.weave.works/gitops-ebook.html: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -128919,8 +134926,8 @@ https://go.weave.works/gitops-ebook.html: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://go.weave.works/hardening-git-for-gitops.html: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -128935,8 +134942,8 @@ https://go.weave.works/hardening-git-for-gitops.html: v2_locations: - gitops.md year: N/A - addition_method: manual https://go.weave.works/production-ready-kubernetes-checklist.html: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -128951,8 +134958,8 @@ https://go.weave.works/production-ready-kubernetes-checklist.html: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://goglides.io/running-openebs-in-kubernetes/371: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -128966,8 +134973,8 @@ https://goglides.io/running-openebs-in-kubernetes/371: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://goharbor.io: + addition_method: manual ai_summary: CNCF-graduated enterprise-grade registry that secures cloud-native artifacts with role-based access control, vulnerability scanning, and cryptographic signing. It serves as a central hub for microservice images, offering high-throughput image @@ -128996,8 +135003,8 @@ https://goharbor.io: v2_locations: - registries.md year: N/A - addition_method: manual https://goharbor.io/docs/2.0.0/install-config/quick-install-script: + addition_method: manual ai_summary: Official quick-start deployment guide describing the automated script installation pipeline for Harbor. It provides developers and sandbox operators with rapid local provisioning using Docker and Docker Compose. @@ -129025,16 +135032,16 @@ https://goharbor.io/docs/2.0.0/install-config/quick-install-script: v2_locations: - registries.md year: N/A - addition_method: manual ? https://gokatalyst.io/blog/2023/12/06/katalyst-a-qos-based-resource-management-system-for-workload-colocation-on-kubernetes -: content_hash: 5341198351d010a00c95cd4d06592e7ffc6f87d9cf348d684a3227b84d603068 +: addition_method: manual + content_hash: 5341198351d010a00c95cd4d06592e7ffc6f87d9cf348d684a3227b84d603068 health_score: 100.0 last_checked: 1779033486.746723 needs_ai_refresh: true v1_locations: - docs/kubernetes.md - addition_method: manual https://gokhan-karadas1992.medium.com/argocd-kubevela-integration-eb88dc0484e0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -129048,8 +135055,8 @@ https://gokhan-karadas1992.medium.com/argocd-kubevela-integration-eb88dc0484e0: v2_locations: - argo.md year: N/A - addition_method: manual https://gokulchandrapr.medium.com/amazon-eks-anywhere-eks-connector-600953aaa42d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -129063,8 +135070,8 @@ https://gokulchandrapr.medium.com/amazon-eks-anywhere-eks-connector-600953aaa42d v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://gokuldevops.medium.com/argo-cdsample-app-deployment-56b36601f279: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -129078,8 +135085,8 @@ https://gokuldevops.medium.com/argo-cdsample-app-deployment-56b36601f279: v2_locations: - demos.md year: N/A - addition_method: manual https://golang.org: + addition_method: manual content_hash: a8435122408990ff986be2f095ffd930aaba3f6f2bd77f54ae000b6a1582a4ec description: '' health_score: 100.0 @@ -129090,8 +135097,8 @@ https://golang.org: v1_locations: - docs/golang.md year: N/A - addition_method: manual https://golangrepo.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -129101,8 +135108,8 @@ https://golangrepo.com: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://googlecloudcheatsheet.withgoogle.com: + addition_method: manual content_hash: 098e1fc5bb9f8fd139c0600928d12eb31442af5429587dbb3b974ce3af553aa0 description: '' health_score: 100.0 @@ -129114,8 +135121,8 @@ https://googlecloudcheatsheet.withgoogle.com: - docs/GoogleCloudPlatform.md - docs/cheatsheets.md year: N/A - addition_method: manual https://goteleport.com/blog/devsecops-passwordless: + addition_method: manual ai_summary: 'Investigates the shift toward passwordless architectures in enterprise engineering, leveraging short-lived OIDC identities instead of static tokens. Contrast: Curator Insight points to basic access control, while Live Grounding @@ -129145,8 +135152,8 @@ https://goteleport.com/blog/devsecops-passwordless: v2_locations: - devsecops.md year: N/A - addition_method: manual https://goteleport.com/blog/hack-via-pull-request: + addition_method: manual ai_summary: 'A highly technical, post-mortem style security breakdown of how malicious pull requests can compromise CI/CD workflows and leak cloud IAM credentials. Contrast: Curator Insight alerts to weak configuration risks, while Live Grounding validates @@ -129176,8 +135183,8 @@ https://goteleport.com/blog/hack-via-pull-request: v2_locations: - devsecops.md year: N/A - addition_method: manual https://goteleport.com/blog/how-to-ssh-properly: + addition_method: manual ai_summary: 'A masterclass in modern SSH engineering, detailing security-first server configurations, cryptographic key selections, agent forwarding hazards, and auditing strategies. Double-Evidence: Highlighting cryptographic hygiene, live grounding @@ -129201,8 +135208,8 @@ https://goteleport.com/blog/how-to-ssh-properly: v2_locations: - linux.md year: '2024' - addition_method: manual https://goteleport.com/blog/kube-authn-methods: + addition_method: manual ai_summary: 'Curator Insight: Broad examination of OIDC, X.509 client certs, and webhook authenticators. Live Grounding: A high-density conceptual summary simplifying the choices for enterprise identity providers.' @@ -129230,8 +135237,8 @@ https://goteleport.com/blog/kube-authn-methods: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://goteleport.com/blog/kubernetes-api-access-security: + addition_method: manual ai_summary: High-fidelity instructions on securing access to the Kubernetes API server, emphasizing the dangers of exposed endpoints. Curator insight focuses on eliminating permanent credentials in favor of short-lived, role-based certificates. @@ -129260,8 +135267,8 @@ https://goteleport.com/blog/kubernetes-api-access-security: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://goteleport.com/blog/kubernetes-sso-saml: + addition_method: manual ai_summary: 'Curator Insight: Tutorial showing how to secure the Kubernetes API utilizing SAML Single Sign-On. Live Grounding: Details proxy setup and Dex configuration, bridging legacy authentication methods with modern web authorization engines.' @@ -129284,8 +135291,8 @@ https://goteleport.com/blog/kubernetes-sso-saml: v2_locations: - kubernetes-security.md year: '2023' - addition_method: manual https://goteleport.com/blog/ssh-certificates: + addition_method: manual ai_summary: A comprehensive exploration of SSH access control, contrasting traditional static key management with modern cryptographic certificate authorities. It details how Teleport leverages SSH certificates to enforce short-lived, identity-backed @@ -129314,8 +135321,8 @@ https://goteleport.com/blog/ssh-certificates: v2_locations: - linux.md year: N/A - addition_method: manual https://goteleport.com/blog/ssh-vs-kubectl: + addition_method: manual content_hash: ccb0aae514164f042c250cd029d710227a7114729436c87d19135bbdb4768506 description: '' health_score: 100.0 @@ -129331,8 +135338,8 @@ https://goteleport.com/blog/ssh-vs-kubectl: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://gpustack.ai: + addition_method: manual content_hash: b90d156c579370eea9a774469ef3f8f08015b4df532bff3c7f49d5b8c9fb9ebd health_score: 100.0 last_checked: 1779130494.996725 @@ -129344,8 +135351,8 @@ https://gpustack.ai: v2_locations: - devops.md - index.md - addition_method: manual https://gradle.org: + addition_method: manual ai_summary: Home of Gradle, an enterprise-grade build automation system supporting Kotlin and Groovy DSLs. Outperforms Apache Maven in build execution times due to its sophisticated caching and incremental compilation engine. @@ -129373,8 +135380,8 @@ https://gradle.org: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://grafana.com: + addition_method: manual content_hash: 2e1ca5840aa11d2d81c7e34b458c158ebab822b59fd1db5983a8ae9ef77cb0e7 description: '' health_score: 100.0 @@ -129394,9 +135401,9 @@ https://grafana.com: - monitoring.md - prometheus.md year: N/A - addition_method: manual ? https://grafana.com/about/press/2021/11/10/grafana-labs-and-microsoft-partner-to-deliver-new-first-party-microsoft-azure-service -: content_hash: 6abdeca0947896abcd9e3b5520c1ee78ffc9bf6b68f1aa65d0d333c13acd25de +: addition_method: manual + content_hash: 6abdeca0947896abcd9e3b5520c1ee78ffc9bf6b68f1aa65d0d333c13acd25de description: '' health_score: 100.0 last_checked: 1779030251.176644 @@ -129407,8 +135414,8 @@ https://grafana.com: v1_locations: - docs/grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2020/07/22/introducing-the-new-and-improved-new-relic-plugin-for-grafana: + addition_method: manual content_hash: 54d16dab5a4e1951488181d1ade57325dc39e96fe8fa3c4cae03ee4db37e9968 description: '' health_score: 100.0 @@ -129423,8 +135430,8 @@ https://grafana.com/blog/2020/07/22/introducing-the-new-and-improved-new-relic-p v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2020/08/26/popular-community-plugins-that-can-improve-your-grafana-dashboards: + addition_method: manual content_hash: ac521043c65c8a49700d014629d02b010f728b5e68daddd281eaf3ee27c70db5 description: '' health_score: 100.0 @@ -129440,8 +135447,8 @@ https://grafana.com/blog/2020/08/26/popular-community-plugins-that-can-improve-y v1_locations: - docs/grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2020/09/21/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests: + addition_method: manual ai_summary: Grafana details their internal workflow configuration utilizing the Grafana GitHub plugin to visualize team velocity, pull request backlogs, and code review cycle times. This approach transitions software delivery metrics into real-time @@ -129472,8 +135479,8 @@ https://grafana.com/blog/2020/09/21/how-we-use-the-grafana-github-plugin-to-trac v2_locations: - git.md year: N/A - addition_method: manual https://grafana.com/blog/2020/10/27/announcing-grafana-tempo-a-massively-scalable-distributed-tracing-system: + addition_method: manual content_hash: 4d08f8391695a9f5a04086f97a95e86d11093055aaec7207f5ece5bca76112e7 description: '' health_score: 100.0 @@ -129490,8 +135497,8 @@ https://grafana.com/blog/2020/10/27/announcing-grafana-tempo-a-massively-scalabl v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three-easy-projects: + addition_method: manual content_hash: e84b66663fadbde62c883b2508f2dc69d9855673b1bd9dd9c7dfc0e48e781dfc description: '' health_score: 100.0 @@ -129506,9 +135513,9 @@ https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three v2_locations: - prometheus.md year: N/A - addition_method: manual ? https://grafana.com/blog/2021/01/25/a-beginners-guide-to-distributed-tracing-and-how-it-can-increase-an-applications-performance -: content_hash: 52cc47e8a7058e8f87d6c80348209d93e51ca9a022b87291e7585bab534c7f75 +: addition_method: manual + content_hash: 52cc47e8a7058e8f87d6c80348209d93e51ca9a022b87291e7585bab534c7f75 description: '' health_score: 100.0 last_checked: 1779031386.824384 @@ -129524,9 +135531,9 @@ https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three v1_locations: - docs/monitoring.md year: N/A - addition_method: manual ? https://grafana.com/blog/2021/04/05/using-telegraf-plugins-to-visualize-industrial-iot-data-with-the-grafana-cloud-hosted-prometheus-service -: content_hash: b7e57733bbe2ce014224d59348e37831f22142336753c49c1a73bfad2091a2ce +: addition_method: manual + content_hash: b7e57733bbe2ce014224d59348e37831f22142336753c49c1a73bfad2091a2ce description: '' health_score: 100.0 last_checked: 1779031461.475458 @@ -129541,9 +135548,9 @@ https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three v2_locations: - prometheus.md year: N/A - addition_method: manual ? https://grafana.com/blog/2021/04/08/how-we-use-metamonitoring-prometheus-servers-to-monitor-all-other-prometheus-servers-at-grafana-labs -: content_hash: 25fea83d846c79cd23a87704dc92b8813ddbb56786975afca19dd4fb6512e7b8 +: addition_method: manual + content_hash: 25fea83d846c79cd23a87704dc92b8813ddbb56786975afca19dd4fb6512e7b8 description: '' health_score: 100.0 last_checked: 1779030892.55438 @@ -129559,9 +135566,9 @@ https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three v1_locations: - docs/prometheus.md year: N/A - addition_method: manual ? https://grafana.com/blog/2021/07/06/whats-new-in-grafana-cloud-for-july-2021-traces-live-streaming-kubernetes-and-docker-integrations-and-more -: content_hash: 6307927eb723803f0de1c2b6b4d348c3c08439e938b6c2e362558d5f599eb387 +: addition_method: manual + content_hash: 6307927eb723803f0de1c2b6b4d348c3c08439e938b6c2e362558d5f599eb387 description: '' health_score: 100.0 last_checked: 1779030508.08261 @@ -129576,9 +135583,9 @@ https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three v2_locations: - grafana.md year: N/A - addition_method: manual ? https://grafana.com/blog/2021/07/26/get-comprehensive-monitoring-for-your-apache-kafka-ecosystem-instances-quickly-with-grafana-cloud -: ai_summary: 'Curator Insight: Overview of cloud-managed observability templates +: addition_method: manual + ai_summary: 'Curator Insight: Overview of cloud-managed observability templates for Kafka. Live Grounding: Details the installation of preconfigured Grafana dashboards targeting JVM metrics, consumer group lag, broker performance, and broker/under-replicated partition alerts.' @@ -129605,9 +135612,9 @@ https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://grafana.com/blog/2021/08/05/grafana-8.1-released-new-geomap-and-annotations-panels-updated-plugin-management-and-more -: content_hash: 2ec240edbb7fc5b03dd2b4a7064e8222641521c259c69313b26b9aadb16b8e23 +: addition_method: manual + content_hash: 2ec240edbb7fc5b03dd2b4a7064e8222641521c259c69313b26b9aadb16b8e23 description: '' health_score: 100.0 last_checked: 1779034155.989372 @@ -129622,8 +135629,8 @@ https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2021/08/31/how-istio-tempo-and-loki-speed-up-debugging-for-microservices: + addition_method: manual content_hash: 652762717f4e5651461bba4ca20f1d381b852840d263a8edbc8c9e85453207c5 description: '' health_score: 100.0 @@ -129638,8 +135645,8 @@ https://grafana.com/blog/2021/08/31/how-istio-tempo-and-loki-speed-up-debugging- v2_locations: - demos.md year: N/A - addition_method: manual https://grafana.com/blog/2021/11/16/why-we-created-a-prometheus-agent-mode-from-the-grafana-agent: + addition_method: manual content_hash: aed97a7c2ae48b5c1995a90543a4580b252c25b6b60b8849a28a40d572282e8a description: '' health_score: 100.0 @@ -129654,8 +135661,8 @@ https://grafana.com/blog/2021/11/16/why-we-created-a-prometheus-agent-mode-from- v2_locations: - prometheus.md year: N/A - addition_method: manual https://grafana.com/blog/2021/11/17/2021/11/17/grafana-aws-cloudwatch-integration: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -129667,8 +135674,8 @@ https://grafana.com/blog/2021/11/17/2021/11/17/grafana-aws-cloudwatch-integratio v1_locations: - docs/grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2021/11/17/grafana-aws-cloudwatch-integration: + addition_method: manual content_hash: 2187aedb854cc5c737fb4f732751d03ff84815a3c337c2a1338bbd9621628141 health_score: 64.0 last_checked: 1779130494.987559 @@ -129680,8 +135687,8 @@ https://grafana.com/blog/2021/11/17/grafana-aws-cloudwatch-integration: status: review_required v1_locations: - docs/grafana.md - addition_method: manual https://grafana.com/blog/2021/11/19/a-3-step-guide-to-troubleshooting-and-visualizing-kubernetes-with-grafana-cloud: + addition_method: manual content_hash: 6c243178b54689f1f9f4c2e0c6422f84c7fbd32353ecf3086adfe39f6d69e66f description: '' health_score: 100.0 @@ -129697,9 +135704,9 @@ https://grafana.com/blog/2021/11/19/a-3-step-guide-to-troubleshooting-and-visual v2_locations: - grafana.md year: N/A - addition_method: manual ? https://grafana.com/blog/2021/11/29/how-to-build-performance-tests-into-your-ci-pipeline-with-k6-github-actions-and-grafana -: content_hash: 7840bdbf499358cf62afabf504ecf2f436de75b7779bf55a6f16488ed6bb28d2 +: addition_method: manual + content_hash: 7840bdbf499358cf62afabf504ecf2f436de75b7779bf55a6f16488ed6bb28d2 description: '' health_score: 100.0 last_checked: 1779031442.999613 @@ -129709,8 +135716,8 @@ https://grafana.com/blog/2021/11/19/a-3-step-guide-to-troubleshooting-and-visual v1_locations: - docs/qa.md year: N/A - addition_method: manual https://grafana.com/blog/2021/12/06/testing-shift-left-observability-with-the-grafana-stack-opentelemetry-and-k6: + addition_method: manual content_hash: e62b473ea2727dafb68c50f5759814efd0ca8c2b6a34f0594b20d361810c4ab1 description: '' health_score: 100.0 @@ -129726,8 +135733,8 @@ https://grafana.com/blog/2021/12/06/testing-shift-left-observability-with-the-gr v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2022/01/11/top-5-user-requested-synthetic-monitoring-alerts-in-grafana-cloud: + addition_method: manual content_hash: 29dc15bedc98a05ecd9e5ca2a180be34e57ec4668838eb7b83bd784cd4683a83 description: '' health_score: 100.0 @@ -129743,8 +135750,8 @@ https://grafana.com/blog/2022/01/11/top-5-user-requested-synthetic-monitoring-al v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2022/01/19/a-beginners-guide-to-network-monitoring-with-grafana-and-prometheus: + addition_method: manual content_hash: 22c647b279b4870514569f5079f22df3e156d4fb34875d05c61722279b3f5bd8 description: '' health_score: 100.0 @@ -129760,8 +135767,8 @@ https://grafana.com/blog/2022/01/19/a-beginners-guide-to-network-monitoring-with v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2022/01/27/video-how-to-build-a-prometheus-query-in-grafana: + addition_method: manual content_hash: 3300535eb36ef7b00b467aaa6ddd81433e0a3be53904e05f82e04f0ed36b301d description: '' health_score: 100.0 @@ -129776,8 +135783,8 @@ https://grafana.com/blog/2022/01/27/video-how-to-build-a-prometheus-query-in-gra v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2022/02/01/an-advanced-guide-to-network-monitoring-with-grafana-and-prometheus: + addition_method: manual content_hash: 711977a69c9fe402d2aa73ed14aea43332efcf950988cab92ca0f926919b4970 description: '' health_score: 100.0 @@ -129792,8 +135799,8 @@ https://grafana.com/blog/2022/02/01/an-advanced-guide-to-network-monitoring-with v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2022/04/05/how-to-use-websockets-to-visualize-real-time-iot-data-in-grafana: + addition_method: manual content_hash: 743cdf15d4fdb1e7cb305f6ac3e48aa163620f461ecc1c14470c39a3d770cef7 description: '' health_score: 100.0 @@ -129809,8 +135816,8 @@ https://grafana.com/blog/2022/04/05/how-to-use-websockets-to-visualize-real-time v2_locations: - api.md year: N/A - addition_method: manual https://grafana.com/blog/2022/06/06/grafana-dashboards-a-complete-guide-to-all-the-different-types-you-can-build: + addition_method: manual content_hash: 3d56c0c80180a3aef05599da64998b018400fbf39c84b0fe941181c862da3a1b description: '' health_score: 100.0 @@ -129826,8 +135833,8 @@ https://grafana.com/blog/2022/06/06/grafana-dashboards-a-complete-guide-to-all-t v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2022/07/13/introducing-kubernetes-monitoring-in-grafana-cloud: + addition_method: manual content_hash: f8d444f8d229600bdd703e9782fb0a03e7c65d8c66b66cbe2fc5c5eafec65d97 description: '' health_score: 100.0 @@ -129843,8 +135850,8 @@ https://grafana.com/blog/2022/07/13/introducing-kubernetes-monitoring-in-grafana v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://grafana.com/blog/2022/10/20/how-to-manage-high-cardinality-metrics-in-prometheus-and-kubernetes: + addition_method: manual ai_summary: Provides an in-depth operational guide on mitigating Prometheus cardinality spikes within Kubernetes clusters. Curator insight emphasizes structural optimization of metric labels, while live grounding confirms Grafana's continuing dominance @@ -129874,8 +135881,8 @@ https://grafana.com/blog/2022/10/20/how-to-manage-high-cardinality-metrics-in-pr v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://grafana.com/blog/2022/11/02/introducing-grafana-faro-oss-application-observability: + addition_method: manual content_hash: 1d3e2523a0f95cbe6befaa581f77cdbea122d6daa840ba5cc71ea9123e017264 description: '' health_score: 100.0 @@ -129891,8 +135898,8 @@ https://grafana.com/blog/2022/11/02/introducing-grafana-faro-oss-application-obs v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2022/12/06/a-complete-guide-to-managing-grafana-as-code-tools-tips-and-tricks: + addition_method: manual content_hash: d6842e11215974a6410af7aba10582baddb1f4ea2969dc8b7a8ce1b9563d3353 description: '' health_score: 100.0 @@ -129908,8 +135915,8 @@ https://grafana.com/blog/2022/12/06/a-complete-guide-to-managing-grafana-as-code v2_locations: - grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2022/12/08/grafana-9.3-feature-grafana-oauth-token-improvements/?mdm=social: + addition_method: manual content_hash: 2ec240edbb7fc5b03dd2b4a7064e8222641521c259c69313b26b9aadb16b8e23 description: '' health_score: 100.0 @@ -129919,8 +135926,8 @@ https://grafana.com/blog/2022/12/08/grafana-9.3-feature-grafana-oauth-token-impr v1_locations: - docs/grafana.md year: N/A - addition_method: manual https://grafana.com/blog/2023/01/19/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator: + addition_method: manual content_hash: 142887474a2e65d10127a0d61e34fa6bfea7efc749272a510c81918a538aa5cc description: '' health_score: 100.0 @@ -129936,8 +135943,8 @@ https://grafana.com/blog/2023/01/19/how-to-monitor-kubernetes-clusters-with-the- v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://grafana.com/blog/2023/01/31/a-beginners-guide-to-kubernetes-application-monitoring: + addition_method: manual ai_summary: Introduces foundational concepts of monitoring applications running inside Kubernetes. It walks through metrics generation, collection using Prometheus, and dashboarding via Grafana. 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Explains the differences between ephemeral, Elasticsearch, and Cassandra storage backends, and details the scaling of Jaeger collectors under intense trace @@ -130608,8 +136615,8 @@ https://hackernoon.com/a-guide-to-deploying-jaeger-on-kubernetes-in-production-0 v2_locations: - istio.md year: N/A - addition_method: manual https://hackernoon.com/cleanup-old-docker-images-from-nexus-repository-617b1004dad8: + addition_method: manual ai_summary: A guide on managing storage allocations in Nexus Repository Manager by automating the deletion of legacy Docker image tags. It outlines task scheduler configurations and artifact purging tasks. @@ -130636,8 +136643,8 @@ https://hackernoon.com/cleanup-old-docker-images-from-nexus-repository-617b1004d v2_locations: - registries.md year: N/A - addition_method: manual https://hackernoon.com/database-vs-data-warehouse-vs-data-lake-a-simple-explanation-hz2k33rm: + addition_method: manual content_hash: 4b07fd74b880ec87b0a544428152864cdc7378f44d0dbe9718af65b2e66cd4ed description: '' health_score: 100.0 @@ -130653,8 +136660,8 @@ https://hackernoon.com/database-vs-data-warehouse-vs-data-lake-a-simple-explanat v2_locations: - databases.md year: N/A - addition_method: manual https://hackernoon.com/exporting-your-gke-cluster-to-terraform-cloud-a-guide-with-challenges-and-solutions: + addition_method: manual content_hash: 46888b63fb736532f4f3b88f82532852768d67e173d99e686a07a4104c8f8f78 description: '' health_score: 100.0 @@ -130671,15 +136678,15 @@ https://hackernoon.com/exporting-your-gke-cluster-to-terraform-cloud-a-guide-wit v2_locations: - terraform.md year: N/A - addition_method: manual https://hackernoon.com/how-to-create-kubernetes-yaml-files: + addition_method: manual content_hash: da54d82ac85a618cf8a8a5852661084f73055c84ca97bb773c6ec6bd75c5b38f health_score: 100.0 last_checked: 1779032874.580464 v1_locations: - docs/yaml.md - addition_method: manual https://hackernoon.com/how-to-deploy-code-faster-using-kubernetes-jh1y3ul0: + addition_method: manual content_hash: bb446f24f4dc671e6116e6373227d32f3a779ba3fcbb3187573726d42e484839 description: '' health_score: 100.0 @@ -130695,8 +136702,8 @@ https://hackernoon.com/how-to-deploy-code-faster-using-kubernetes-jh1y3ul0: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://hackernoon.com/how-to-generate-kubernetes-manifests-with-a-single-command: + addition_method: manual content_hash: b72de19fb260bd2be4096c6495e67d7387126d5be3d6d4fe4364a8dcb0fdc188 description: '' health_score: 100.0 @@ -130713,8 +136720,8 @@ https://hackernoon.com/how-to-generate-kubernetes-manifests-with-a-single-comman v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://hackernoon.com/how-to-use-opentelemetry-and-jaeger-to-implement-distributed-tracing-and-apm-jcx34fi: + addition_method: manual ai_summary: A modern guide covering the implementation of standard OpenTelemetry APIs alongside Jaeger. Walks through instrumenting application source code, running OpenTelemetry collectors, and shipping telemetry data to Jaeger for advanced application @@ -130745,8 +136752,8 @@ https://hackernoon.com/how-to-use-opentelemetry-and-jaeger-to-implement-distribu v2_locations: - istio.md year: N/A - addition_method: manual https://hackernoon.com/how-to-work-with-the-kubectl-debug-command: + addition_method: manual content_hash: b5cc7b9c7ac602532cfead63791e86c45677b9158bb24befd719a44d7199e334 description: '' health_score: 100.0 @@ -130762,8 +136769,8 @@ https://hackernoon.com/how-to-work-with-the-kubectl-debug-command: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://hackernoon.com/kubernetes-and-helm-a-deadly-combo-to-help-you-deploy-with-ease-rjr30x2: + addition_method: manual ai_summary: High-level overview illustrating the synergies between Kubernetes architectures and Helm's package abstractions, demonstrating how Helm reduces manual configuration drift. @@ -130792,8 +136799,8 @@ https://hackernoon.com/kubernetes-and-helm-a-deadly-combo-to-help-you-deploy-wit v2_locations: - helm.md year: N/A - addition_method: manual https://hackernoon.com/kubernetes-cluster-must-haves-to-be-production-ready: + addition_method: manual content_hash: 884679dab242f7f38a9f17a305834c7417ac8bd8f393989cf0d2d7176b2c942f description: '' health_score: 100.0 @@ -130809,8 +136816,8 @@ https://hackernoon.com/kubernetes-cluster-must-haves-to-be-production-ready: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://hackernoon.com/kubernetes-resource-quotas: + addition_method: manual content_hash: b0ae19d818f125edfb1fca35ac3b76555fa8eb2f5b345d6bbd589263e97ba61d description: '' health_score: 100.0 @@ -130826,8 +136833,8 @@ https://hackernoon.com/kubernetes-resource-quotas: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://hackernoon.com/practical-transaction-handling-in-microservice-architecture-5x1631ke: + addition_method: manual content_hash: a51790726b473f53f350cf9f7ddaecf314b006e2ea7e3a78cf67a035a6199344 description: '' health_score: 100.0 @@ -130843,8 +136850,8 @@ https://hackernoon.com/practical-transaction-handling-in-microservice-architectu v2_locations: - databases.md year: N/A - addition_method: manual https://hackernoon.com/reducing-kubernetes-costs: + addition_method: manual content_hash: 29b9ff3141d94061bfb7c072b3f7b98f962b189e4eb1af380ee55433003f81c7 description: '' health_score: 100.0 @@ -130860,8 +136867,8 @@ https://hackernoon.com/reducing-kubernetes-costs: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://hackernoon.com/the-ultimate-beginners-guide-to-kubernetes-and-container-orchestration-5d83354y: + addition_method: manual content_hash: 7d9a4243e80469bfdefe9ccd8c48b80ab4116b53c97c19ec9e702f8648271539 description: '' health_score: 100.0 @@ -130878,8 +136885,8 @@ https://hackernoon.com/the-ultimate-beginners-guide-to-kubernetes-and-container- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://hackernoon.com/using-spinnaker-with-kubernetes-for-cicd-52w3uo9: + addition_method: manual content_hash: f84d8af92e7dbb873e89a41d7e1d4ad097eb6c9c94d7c36558b456a455d291e3 description: '' health_score: 100.0 @@ -130895,8 +136902,8 @@ https://hackernoon.com/using-spinnaker-with-kubernetes-for-cicd-52w3uo9: v2_locations: - demos.md year: N/A - addition_method: manual https://hackernoon.com/what-is-gitops-and-why-is-it-almost-useless-part-2: + addition_method: manual content_hash: e04749d91614d8a3ac9fe78003dbbb45d8b316ba5afe6055569c51bf6fc159b8 description: '' health_score: 100.0 @@ -130907,8 +136914,8 @@ https://hackernoon.com/what-is-gitops-and-why-is-it-almost-useless-part-2: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://hackernoon.com/what-is-gitops-and-why-it-is-almost-useless-part-1: + addition_method: manual content_hash: daaea1e3d091f189cd34e3d6e004ab4b587e033e40c796de124a1e571ea1d1b4 description: '' health_score: 100.0 @@ -130924,8 +136931,8 @@ https://hackernoon.com/what-is-gitops-and-why-it-is-almost-useless-part-1: v2_locations: - gitops.md year: N/A - addition_method: manual https://hackerone.com/reports/1249583: + addition_method: manual ai_summary: 'Curator Insight: Security report detailing a cross-namespace privilege escalation vector in ingress-nginx. Live Grounding: Essential reading showing how service account token leaks can lead to full cluster compromise.' @@ -130953,8 +136960,8 @@ https://hackerone.com/reports/1249583: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://hackingcpp.com/cpp/cheat_sheets: + addition_method: manual content_hash: b3eda49be75b9b530eb5bc08ab06463a600235420211e3b9c0cb527f68c6fef3 health_score: 100.0 last_checked: 1779130494.989925 @@ -130965,8 +136972,8 @@ https://hackingcpp.com/cpp/cheat_sheets: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://hackingcpp.com/cpp/cheat_sheets.html: + addition_method: manual content_hash: ffd3689cee63f24f7c553d1aa22467917e2a647a1c54d6c9c3e0dcd40e7aeea3 description: '' health_score: 100.0 @@ -130977,8 +136984,8 @@ https://hackingcpp.com/cpp/cheat_sheets.html: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://hackr.io/blog/sql-commands: + addition_method: manual content_hash: 2bcde754e23f65b017a2e960ba5f3832e22b3751be089eb5cbbfa57a5d6c908d description: '' health_score: 100.0 @@ -130994,8 +137001,8 @@ https://hackr.io/blog/sql-commands: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://hackr.io/blog/top-devops-tools: + addition_method: manual ai_summary: Practical run-through of core technologies driving operational speed, featuring configurations such as configuration managers, automated deployment frameworks, and container layers. @@ -131022,8 +137029,8 @@ https://hackr.io/blog/top-devops-tools: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://hamees.hashnode.dev/kubernetes-explain-like-im-5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -131037,8 +137044,8 @@ https://hamees.hashnode.dev/kubernetes-explain-like-im-5: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://handbook.gitlab.com/handbook: + addition_method: manual content_hash: 06d6c36aa654bf9dc582849c6cba5e1d6780214c566f724278a8866a649e39f8 health_score: 100.0 last_checked: 1779130494.999223 @@ -131049,8 +137056,8 @@ https://handbook.gitlab.com/handbook: - docs/hr.md v2_locations: - hr.md - addition_method: manual https://handbook.gitlab.com/handbook/company/culture/all-remote/remote-work-report: + addition_method: manual ai_summary: An authoritative, data-driven whitepaper by GitLab on global remote work methodologies. Discusses practical insights regarding asynchronous operations, developer productivity, and remote-first scaling strategies. @@ -131072,8 +137079,48 @@ https://handbook.gitlab.com/handbook/company/culture/all-remote/remote-work-repo v2_locations: - recruitment.md year: '2021' - addition_method: manual +https://handles.x.com/login: + addition_method: automatic + ai_summary: 'This portal serves as the primary entry point for X''s Handle Marketplace, + which enables Premium subscribers to claim or purchase inactive usernames. + + + * **Identity Alignment**: Designed to help businesses coordinate and protect cross-platform + brand identity by claiming dormant names. + + * **Access Tiers**: Distinguishes between free ''Priority'' handles for high-tier + subscribers and paid ''Rare'' handles with customizable licensing structures.' + category: uncategorized + complexity: intermediate + content_hash: b7b340613002131dbed9146ab6419572f68383e78b8e1775ec54db6998912e86 + description: The official workspace portal for X's Handle Marketplace, allowing + verified Premium subscribers to request, secure, and purchase inactive and rare + usernames. + hierarchy: + - Digital Identity + - Brand Protection + - Social Media Platforms + impact_score: 80 + is_microservice: false + language: en + last_checked: 1780399410.166064 + reputation_status: Vetted + reputation_summary: Official X (Twitter) Handle Marketplace platform. Vetted as + legitimate and fully functional, although subject to community debate regarding + subscription pricing and lease-based username rights. + resource_type: service + social_preview_url: https://abs.twimg.com/images/handles_logo.png + source_provenance: X.com (swyx) + stars: 4 + status: online + suggested_new_category: digital-identity + tags: + - '[COMMUNITY-TOOL]' + - '[ENTERPRISE-STABLE]' + title: X Handle Marketplace Portal + year: '2025' https://hands-on.cloud/quick-introduction-to-python-for-aws-automation-engineers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -131087,8 +137134,8 @@ https://hands-on.cloud/quick-introduction-to-python-for-aws-automation-engineers v2_locations: - python.md year: N/A - addition_method: manual https://hansencloud.com/2025/02/24/reduce-latency-with-azure-proximity-placement-groups: + addition_method: manual content_hash: 8428de9a1786230e8dcd12e904d0edd63f301857ad2b099ddc97a9b2b8fbb78a description: '' health_score: 100.0 @@ -131108,8 +137155,8 @@ https://hansencloud.com/2025/02/24/reduce-latency-with-azure-proximity-placement - kubernetes.md - networking.md year: N/A - addition_method: manual https://haque-zubair.medium.com/aws-lambda-api-gateway-with-terraform-bd143b1c56bb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -131123,8 +137170,8 @@ https://haque-zubair.medium.com/aws-lambda-api-gateway-with-terraform-bd143b1c56 v2_locations: - terraform.md year: N/A - addition_method: manual https://hardiks.medium.com/top-6-best-practices-for-container-orchestration-b4b0d3398ebc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -131139,8 +137186,8 @@ https://hardiks.medium.com/top-6-best-practices-for-container-orchestration-b4b0 v2_locations: - introduction.md year: N/A - addition_method: manual https://hardiks.medium.com/where-should-you-manage-your-kubernetes-in-2023-amazon-ecs-or-eks-6f503e93f7a7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -131155,8 +137202,8 @@ https://hardiks.medium.com/where-should-you-manage-your-kubernetes-in-2023-amazo v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://harness.io: + addition_method: manual content_hash: 2f4079e9119c21a9d272d1cbec0d1d3920c9f767ed1682f03f210cba11c79c0e description: '' health_score: 100.0 @@ -131167,8 +137214,8 @@ https://harness.io: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://harness.io/2020/09/getting-started-with-cloud-cost-optimization: + addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb description: '' health_score: 100.0 @@ -131179,8 +137226,8 @@ https://harness.io/2020/09/getting-started-with-cloud-cost-optimization: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://harness.io/2020/10/what-is-cicd-platform-why-should-i-care: + addition_method: manual content_hash: ba52ef82c9cc49fd6f25dead6db1be4206031eb66c7041558179413451367f3b description: '' health_score: 100.0 @@ -131191,8 +137238,8 @@ https://harness.io/2020/10/what-is-cicd-platform-why-should-i-care: v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://harness.io/blog/autostopping-rules-kubernetes: + addition_method: manual content_hash: 019abacc3d9205889ab6c94e5690fca11630187477c1ca94f74f4fca315f3171 description: '' health_score: 100.0 @@ -131202,8 +137249,8 @@ https://harness.io/blog/autostopping-rules-kubernetes: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://harness.io/blog/cd-jenkins-pipelines-harness: + addition_method: manual content_hash: 20796891e260fb8fd856dfd6bcdb9af7233f27dfea3eac755b5c1f0dea729af8 description: '' health_score: 100.0 @@ -131213,8 +137260,8 @@ https://harness.io/blog/cd-jenkins-pipelines-harness: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://harness.io/blog/continuous-delivery/automated-devsecops: + addition_method: manual content_hash: 6c56e11d4713938871d36b9f9e0f481f98c26a2c336cbbb5c46b466da1dd3391 description: '' health_score: 100.0 @@ -131225,8 +137272,8 @@ https://harness.io/blog/continuous-delivery/automated-devsecops: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://harness.io/blog/continuous-delivery/ci-cd-pipeline: + addition_method: manual content_hash: 7c660dfca186ec0fd03158f604687f00c6dd9cb8fd711d4bb53bbec72238c55c description: '' health_score: 100.0 @@ -131237,8 +137284,8 @@ https://harness.io/blog/continuous-delivery/ci-cd-pipeline: v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://harness.io/blog/continuous-delivery/spinnaker-alternatives: + addition_method: manual content_hash: c5b9db4c83f365f468c5969bf52659a7d9b0e65172d53092fd5e0b486d39f804 description: '' health_score: 100.0 @@ -131249,8 +137296,8 @@ https://harness.io/blog/continuous-delivery/spinnaker-alternatives: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://harness.io/blog/continuous-delivery/what-is-helm: + addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb description: '' health_score: 100.0 @@ -131266,8 +137313,8 @@ https://harness.io/blog/continuous-delivery/what-is-helm: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://harness.io/blog/continuous-integration/continuous-integration-performance-metrics: + addition_method: manual content_hash: b492a38c199544dd170974f9e1bb123da44a49adb8bd5ee0211fcc67279f5283 description: '' health_score: 100.0 @@ -131278,8 +137325,8 @@ https://harness.io/blog/continuous-integration/continuous-integration-performanc v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://harness.io/blog/continuous-integration/streamlining-ci-cd: + addition_method: manual content_hash: 85a4e849a49d5afba64bae0f094897a63620e09f8b4c4e70fe5e7160dd1418db description: '' health_score: 100.0 @@ -131290,8 +137337,8 @@ https://harness.io/blog/continuous-integration/streamlining-ci-cd: v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://harness.io/blog/continuous-integration/what-is-continuous-integration: + addition_method: manual content_hash: d973203ffa36beb47ef3189af7ae1f239844f70ca8e1379f50c33369ab90ef3e description: '' health_score: 100.0 @@ -131302,8 +137349,8 @@ https://harness.io/blog/continuous-integration/what-is-continuous-integration: v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://harness.io/blog/continuous-verification/blue-green-canary-deployment-strategies: + addition_method: manual content_hash: 506c80e1b3d17c487c214f7adc02c1cfdc15a79ea3109039a6648fdbdda35def description: '' health_score: 100.0 @@ -131320,8 +137367,8 @@ https://harness.io/blog/continuous-verification/blue-green-canary-deployment-str v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://harness.io/blog/devops/6-gitops-best-practices: + addition_method: manual content_hash: 9970884389fd4da740799646e108a5f31b48dc80b1c2415a914cd545ff845006 description: '' health_score: 100.0 @@ -131332,8 +137379,8 @@ https://harness.io/blog/devops/6-gitops-best-practices: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://harness.io/blog/devops/deployment-pipeline-patterns: + addition_method: manual content_hash: 2d13153966a8abbbdbefc966ceefb46d60d5f74cf1ca100dbeede650adae6f54 description: '' health_score: 100.0 @@ -131344,8 +137391,8 @@ https://harness.io/blog/devops/deployment-pipeline-patterns: v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://harness.io/blog/devops/gitops-new-kid-devops-block: + addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb description: '' health_score: 100.0 @@ -131356,8 +137403,8 @@ https://harness.io/blog/devops/gitops-new-kid-devops-block: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://harness.io/blog/devops/helm-chart-repo: + addition_method: manual content_hash: d76111b5b2a77d4f63cd24314c2b4d2b806c939d6fe37ccda61001be483d98ce description: '' health_score: 100.0 @@ -131368,8 +137415,8 @@ https://harness.io/blog/devops/helm-chart-repo: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://harness.io/blog/devops/helm-vs-kustomize: + addition_method: manual content_hash: a7618019a9b15232c3f14794b363df4942319dad4561b33d87ccf73d0c5e4199 description: '' health_score: 100.0 @@ -131380,8 +137427,8 @@ https://harness.io/blog/devops/helm-vs-kustomize: v1_locations: - docs/kustomize.md year: N/A - addition_method: manual https://harness.io/blog/devops/pipeline-as-code: + addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb description: '' health_score: 100.0 @@ -131392,8 +137439,8 @@ https://harness.io/blog/devops/pipeline-as-code: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://harness.io/blog/devops/secrets-management-ci-cd: + addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb description: '' health_score: 100.0 @@ -131404,8 +137451,8 @@ https://harness.io/blog/devops/secrets-management-ci-cd: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://harness.io/blog/devops/software-development-life-cycle: + addition_method: manual content_hash: 003f17f904dc73632ce862dae172322b881e719a7d87fc08b321f6eef612a2d5 description: '' health_score: 100.0 @@ -131416,8 +137463,8 @@ https://harness.io/blog/devops/software-development-life-cycle: v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://harness.io/blog/devops/terraform-201-tutorial: + addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb description: '' health_score: 100.0 @@ -131428,15 +137475,15 @@ https://harness.io/blog/devops/terraform-201-tutorial: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://harness.io/blog/devops/tutorial-s3-cross-account: + addition_method: manual content_hash: c89fcd263e71f97b3f3080fa49753556c1ee5ff67e9f1be07dbbfceded1824dc health_score: 100.0 last_checked: 1779031806.248394 v1_locations: - docs/aws-storage.md - addition_method: manual https://harness.io/blog/devops/vault-agent-kubernetes-delegates: + addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb description: '' health_score: 100.0 @@ -131448,8 +137495,8 @@ https://harness.io/blog/devops/vault-agent-kubernetes-delegates: v1_locations: - docs/devsecops.md year: N/A - 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Utilized by compliance engineers to assess database security strength and to ensure active corporate passwords are resilient against brute-force attacks. @@ -131619,8 +137666,8 @@ https://hashcat.net/hashcat: v2_locations: - devsecops.md year: N/A - addition_method: manual https://hashinteractive.com/blog/mongodump-and-mongorestore-vs-mongoexport-and-mongoimport: + addition_method: manual content_hash: 88fe6e626cb71443085eb6dd99567b69619586b4e621af7e15b2bda54ba83e18 description: '' health_score: 100.0 @@ -131636,8 +137683,8 @@ https://hashinteractive.com/blog/mongodump-and-mongorestore-vs-mongoexport-and-m v2_locations: - nosql.md year: N/A - addition_method: manual https://hashnode.tpschmidt.com/my-top-10-free-learning-resources-for-aws: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -131651,8 +137698,8 @@ https://hashnode.tpschmidt.com/my-top-10-free-learning-resources-for-aws: v2_locations: - aws-training.md year: N/A - addition_method: manual https://hasura.io: + addition_method: manual content_hash: 48752dd7e054afe2b87dc11e82ff65dc7de9fb07b1324231f4684c8f879c4d46 description: '' health_score: 100.0 @@ -131668,8 +137715,8 @@ https://hasura.io: v2_locations: - api.md year: N/A - addition_method: manual https://hasura.io/blog/a-simple-real-time-event-driven-architecture-with-qr-codes: + addition_method: manual content_hash: dbe7e8872be2b9da80debc4cbcd6967f7497a988a95d099463e762910e206190 description: '' health_score: 100.0 @@ -131685,8 +137732,8 @@ https://hasura.io/blog/a-simple-real-time-event-driven-architecture-with-qr-code v2_locations: - demos.md year: N/A - addition_method: manual https://havanrijn.wordpress.com/2024/04/01/dont-let-azure-log-analytics-break-the-bank: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -131702,8 +137749,8 @@ https://havanrijn.wordpress.com/2024/04/01/dont-let-azure-log-analytics-break-th v2_locations: - azure.md year: N/A - addition_method: manual https://hawar.no/2020/09/cisco-dna-center-with-grafana-dashboard: + addition_method: manual content_hash: 8d11fae83ffdd736fba3f2d8bb0624b25eefad5bad2a9f795abc96335a41d304 description: '' health_score: 100.0 @@ -131714,8 +137761,8 @@ https://hawar.no/2020/09/cisco-dna-center-with-grafana-dashboard: v1_locations: - docs/grafana.md year: N/A - addition_method: manual https://hawar.no/2021/05/cisco-dna-center-with-grafana-dashboard: + addition_method: manual content_hash: 6618ef753b05a985e5058edcfe2537300f07bcfd45a4e7c1fe6a326e64d837f3 health_score: 100.0 last_checked: 1779130494.922125 @@ -131727,8 +137774,8 @@ https://hawar.no/2021/05/cisco-dna-center-with-grafana-dashboard: - docs/grafana.md v2_locations: - grafana.md - addition_method: manual https://hazelcast.com/blog/architectural-patterns-for-caching-microservices: + addition_method: manual ai_summary: 'This deep architectural analysis outlines three primary caching topologies within microservice ecosystems: embedded cache, client-server (near-cache), and sidecar caching. 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Detects memory leaks and optimizes data structure footprints to resolve OutOfMemoryError crashes. @@ -132118,8 +138165,8 @@ https://heaphero.io: - java-and-java-performance-optimization.md - monitoring.md year: N/A - addition_method: manual https://heka-ai.medium.com/introduction-to-debugging-locally-and-live-on-kubernetes-8c8ecd3acbaa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -132134,8 +138181,8 @@ https://heka-ai.medium.com/introduction-to-debugging-locally-and-live-on-kuberne v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://helidon.io: + addition_method: manual content_hash: 245f55fa2695fc2440e4d50decdac74ce930f2d7ac18b22cd2704b02dab9cba9 description: '' health_score: 100.0 @@ -132151,8 +138198,8 @@ https://helidon.io: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://hellotestworld.com/2016/02/02/cheatsheet-for-jmeter-__time-function-calls: + addition_method: manual content_hash: 3bfde52b1ffc5fd4d803a48e079b74f0043f94bb1c2383c782e0d07bfadf1f48 description: '' health_score: 100.0 @@ -132167,8 +138214,8 @@ https://hellotestworld.com/2016/02/02/cheatsheet-for-jmeter-__time-function-call v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://helm.sh: + addition_method: manual ai_summary: The main landing site for Helm, containing foundational documentation, API schemas, and architecture overviews. The ultimate hub for engineers developing or consuming Kubernetes chart templates. @@ -132199,8 +138246,8 @@ https://helm.sh: - kubernetes.md - yaml.md year: N/A - addition_method: manual https://helm.sh/blog/migrate-from-helm-v2-to-helm-v3: + addition_method: manual ai_summary: Official migration blueprint from Helm's core team detailing the path from v2 to v3. Shows how to securely convert in-cluster release metadata and fully decommission the Tiller component. @@ -132228,8 +138275,8 @@ https://helm.sh/blog/migrate-from-helm-v2-to-helm-v3: v2_locations: - helm.md year: N/A - addition_method: manual https://helm.sh/blog/new-location-stable-incubator-charts: + addition_method: manual ai_summary: An official blog announcement detailing the deprecation timeline of the old stable/incubator chart repositories. It describes the migration path toward distributed hosting on GitHub Pages and private charts registries. @@ -132256,8 +138303,8 @@ https://helm.sh/blog/new-location-stable-incubator-charts: v2_locations: - helm.md year: N/A - addition_method: manual https://helm.sh/docs: + addition_method: manual content_hash: 8b0a20126ecd06658030e9599daedca324a7517edff1733b78fb4742212c4a7d description: '' health_score: 100.0 @@ -132268,8 +138315,8 @@ https://helm.sh/docs: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://helm.sh/docs/chart_template_guide/getting_started: + addition_method: manual content_hash: 87befa32a95809d7ef4c806b4c1556659ce0c3f50ddce677d31cdf491c5e5234 description: '' health_score: 100.0 @@ -132279,8 +138326,8 @@ https://helm.sh/docs/chart_template_guide/getting_started: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://help.github.com/en/github: + addition_method: manual content_hash: 89a5ba49ce4264f5e8283392357e2b186671722258f75186683b60651683916c description: '' health_score: 100.0 @@ -132290,8 +138337,8 @@ https://help.github.com/en/github: v1_locations: - docs/git.md year: N/A - addition_method: manual https://help.github.com/en/github/administering-a-repository/enabling-required-status-checks: + addition_method: manual content_hash: 7dcfaf4152837bc0710e18d2d3c1923a3021ccec33ddf44f02b5a4f5dd0657e3 description: '' health_score: 100.0 @@ -132301,8 +138348,8 @@ https://help.github.com/en/github/administering-a-repository/enabling-required-s v1_locations: - docs/git.md year: N/A - addition_method: manual https://help.sonatype.com/en/404-page.html: + addition_method: manual ai_summary: An identical retired documentation path representing defunct guidelines on Nexus-based private container security. Preserved purely for historical configuration mapping. @@ -132323,16 +138370,16 @@ https://help.sonatype.com/en/404-page.html: v2_locations: - registries.md year: '2026' - addition_method: manual https://help.sonatype.com/en/404-page.html?_ga=2.250230211.411976214.1575978022-1513910029.1575978022: + addition_method: manual last_checked: 1779388319.435595 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - registries.md - addition_method: manual https://help.sonatype.com/en/docker-registry.html: + addition_method: manual ai_summary: Official administrator guidelines outlining how to host, proxy, and manage Docker container images securely within Sonatype Nexus Repository Manager. complexity: Intermediate @@ -132352,8 +138399,8 @@ https://help.sonatype.com/en/docker-registry.html: v2_locations: - registries.md year: '2026' - addition_method: manual https://help.sonatype.com/en/nexus-platform-plugin-for-jenkins.html: + addition_method: manual ai_summary: Official plugin guide for linking Jenkins automation controllers to Sonatype Nexus platforms. It explains the mechanics of publishing, staging, and verifying build artifacts dynamically. @@ -132374,8 +138421,8 @@ https://help.sonatype.com/en/nexus-platform-plugin-for-jenkins.html: v2_locations: - registries.md year: '2026' - addition_method: manual https://help.sonatype.com/en/sonatype-nexus-repository.html: + addition_method: manual ai_summary: Official comprehensive documentation for Sonatype Nexus Repository Manager 3, providing deployment, backup, migration, and clustering guidelines for enterprise system administrators. @@ -132396,9 +138443,9 @@ https://help.sonatype.com/en/sonatype-nexus-repository.html: v2_locations: - registries.md year: '2026' - addition_method: manual ? https://help.sonatype.com/en/sonatype-nexus-repository.html/security/configuring-ssl?_ga=2.250230211.411976214.1575978022-1513910029.1575978022 -: content_hash: 88b95893790809d383f023726d76a985d3d79f85a88a69c1800940b09d8b8772 +: addition_method: manual + content_hash: 88b95893790809d383f023726d76a985d3d79f85a88a69c1800940b09d8b8772 health_score: 64.0 last_checked: 1779130494.950908 tags: @@ -132407,8 +138454,8 @@ https://help.sonatype.com/en/sonatype-nexus-repository.html: - 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cheatsheets.md year: N/A - addition_method: manual +https://hermes-agent.nousresearch.com/docs: + addition_method: automatic + ai_summary: 'Official documentation for Hermes Agent, an autonomous, self-improving + AI agent developed by Nous Research with a closed-loop skill distillation mechanism. + + - **Architectural Value**: Runs on low-cost serverless environments or VPS systems + to handle long-running background tasks. + + - **Key Features**: Supports persistent SQLite-based cross-session memory, automatic + skill formation using DSPy + GEPA, and native messaging integration across platforms + like Slack and Telegram. + + - **Technical Significance**: Represents a major step toward resilient, persistent + AI workers that improve recursively over execution cycles.' + category: ai-agents-mcp + complexity: advanced + content_hash: 8ceb27d833b7aeb238f98cb653e3d273bc3fdce16cad318e4eebfb4b7dfc5a84 + description: The self-improving AI agent built by Nous Research with a closed-loop + learning mechanism. + hierarchy: + - AI and Machine Learning + - AI Agents + - Self-Improving Agents + - Hermes Agent Framework + is_microservice: false + language: en + last_checked: 1780352544.370217 + reputation_status: Vetted + reputation_summary: Highly praised by the open-source and AI engineering community + for its unique built-in learning loop and multi-platform autonomous capabilities. + resource_type: documentation + social_preview_url: '' + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: Hermes Agent Documentation | Hermes Agent + year: '2026' https://hernan-david-hd.medium.com/5-pilares-del-sre-devops-f16e45f8d3fd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -132503,8 +138591,8 @@ https://hernan-david-hd.medium.com/5-pilares-del-sre-devops-f16e45f8d3fd: v2_locations: - sre.md year: N/A - addition_method: manual https://hernan-david-hd.medium.com/breaking-down-sre-devops-into-5-key-areas-5aacf40e8392: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -132518,8 +138606,8 @@ https://hernan-david-hd.medium.com/breaking-down-sre-devops-into-5-key-areas-5aa v2_locations: - 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docs/python.md v2_locations: - python.md - addition_method: manual https://high-mobility.com: + addition_method: manual content_hash: f808d8b2a67d8382f32577014b772b2d73b32c8a1241d4fd6b94034d2368cc91 description: '' health_score: 100.0 @@ -132603,8 +138691,8 @@ https://high-mobility.com: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://high-mobility.com/learn/tutorials/rest: + addition_method: manual content_hash: c835fdb4211052023745151a063aef86fb3583376babb7adee0811501967b9cb description: '' health_score: 100.0 @@ -132614,8 +138702,8 @@ https://high-mobility.com/learn/tutorials/rest: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://highscalability.com/blog/2016/2/17/building-nginx-and-tarantool-based-services.html: + addition_method: manual content_hash: c251f71eb5bb854722ebb4501708acd25f4585f5923a5739785b029b0eef9041 health_score: 100.0 last_checked: 1779033068.184311 @@ -132631,8 +138719,8 @@ https://highscalability.com/blog/2016/2/17/building-nginx-and-tarantool-based-se - docs/caching.md v2_locations: - caching.md - addition_method: manual https://hipertextual.com/2021/06/github-inteligencia-artificial-autocompletar-codigo: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779033671.560075 @@ -132652,8 +138740,8 @@ https://hipertextual.com/2021/06/github-inteligencia-artificial-autocompletar-co v2_locations: - git.md year: N/A - addition_method: manual https://hipertextual.com/2023/02/diferencias-ia-machine-learning: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779029689.013223 @@ -132667,8 +138755,8 @@ https://hipertextual.com/2023/02/diferencias-ia-machine-learning: v2_locations: - ai.md year: N/A - addition_method: manual https://hipertextual.com/2024/03/devin-inteligencia-artificial-programa-software: + addition_method: manual content_hash: 510eac95e449d7e34fc801dd82422b45fbbf8e1b6cbf4307ba066aac7599a0a0 description: '' health_score: 100.0 @@ -132684,8 +138772,8 @@ https://hipertextual.com/2024/03/devin-inteligencia-artificial-programa-software v2_locations: - 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azure.md year: N/A - addition_method: manual https://hlokensgard.no/2024/07/01/azure-virtual-network-manager-a-game-changer-or-just-a-costly-upgrade: + addition_method: manual content_hash: 2099815cdee87b4f8ee702b85f3e0aac2287759db8bcaff67d62bf0443690bfb description: '' health_score: 100.0 @@ -132811,8 +138899,8 @@ https://hlokensgard.no/2024/07/01/azure-virtual-network-manager-a-game-changer-o v2_locations: - azure.md year: N/A - addition_method: manual https://hlokensgard.no/knowledge-sharing: + addition_method: manual content_hash: 36e9b19d5d85261c2ae6577f401d113180db3e8dd403c4aed04deae843ea529b description: '' health_score: 100.0 @@ -132829,8 +138917,8 @@ https://hlokensgard.no/knowledge-sharing: v2_locations: - terraform.md year: N/A - addition_method: manual https://hmaslowski.com/home/f/macos-security-hardening-with-microsoft-intune: + addition_method: manual ai_summary: An administrative guide explaining security configuration profile deployments on macOS clients using Microsoft Intune. Covers hardening policies for FileVault, firewall profiles, gatekeeper policies, and secure system settings enforcement @@ -132859,8 +138947,8 @@ https://hmaslowski.com/home/f/macos-security-hardening-with-microsoft-intune: v2_locations: - devsecops.md year: N/A - addition_method: manual https://hmh.engineering/dive-into-kubernetes-healthchecks-part-1-73a900fa6dbd: + addition_method: manual content_hash: d5de23fb25d4486f412b0a85527a79ce02f2dc4adad9d271e18a9b915a305585 description: '' health_score: 100.0 @@ -132875,8 +138963,8 @@ https://hmh.engineering/dive-into-kubernetes-healthchecks-part-1-73a900fa6dbd: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://hmh.engineering/dive-into-kubernetes-healthchecks-part-2-a9f83eb712d5: + addition_method: manual content_hash: 64b76d74b31314cb8984bf03d417729267cbdfd5d0a37fe967e7b5428475fc6a description: '' health_score: 100.0 @@ -132891,8 +138979,8 @@ https://hmh.engineering/dive-into-kubernetes-healthchecks-part-2-a9f83eb712d5: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://hmh.engineering/musings-on-microservice-observability-f7052ac42f04: + addition_method: manual content_hash: fbb724f22e8718188fa35167507570c1d7d0bc132b3d07993bba32f53dd79805 description: '' health_score: 100.0 @@ -132907,8 +138995,8 @@ https://hmh.engineering/musings-on-microservice-observability-f7052ac42f04: v2_locations: - monitoring.md year: N/A - addition_method: manual https://hms.harvard.edu/news/does-ai-help-or-hurt-human-radiologists-performance-depends-doctor: + addition_method: manual content_hash: 13d2c1cfdccda000cbef514f70c79b4231291fc681b6a1aa9abc3bc99f634d3b description: '' health_score: 100.0 @@ -132924,8 +139012,8 @@ https://hms.harvard.edu/news/does-ai-help-or-hurt-human-radiologists-performance v2_locations: - customer.md year: N/A - addition_method: manual https://hodovi.cc/blog/creating-low-cost-managed-kubernetes-cluster-personal-development-terraform: + addition_method: manual content_hash: ac2f5a48228390a37c2dddd919c4df8e9eca6d178b2c815d9948ca35125bdc20 description: '' health_score: 100.0 @@ -132942,8 +139030,8 @@ https://hodovi.cc/blog/creating-low-cost-managed-kubernetes-cluster-personal-dev v2_locations: - terraform.md year: N/A - addition_method: manual https://home.robusta.dev/blog/k8s-node-benchmark: + addition_method: manual content_hash: 939f865e445d5d0ecd313376ec609a9261ff090ed76415151bdc9833da3ada2d description: '' health_score: 100.0 @@ -132960,8 +139048,8 @@ https://home.robusta.dev/blog/k8s-node-benchmark: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://home.robusta.dev/blog/kubernetes-service-vs-loadbalancer-vs-ingress: + addition_method: manual content_hash: 939f865e445d5d0ecd313376ec609a9261ff090ed76415151bdc9833da3ada2d description: '' health_score: 100.0 @@ -132978,8 +139066,8 @@ https://home.robusta.dev/blog/kubernetes-service-vs-loadbalancer-vs-ingress: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://home.robusta.dev/blog/kubernetes-utilization-vs-reliability: + addition_method: manual content_hash: 939f865e445d5d0ecd313376ec609a9261ff090ed76415151bdc9833da3ada2d description: '' health_score: 100.0 @@ -132996,8 +139084,8 @@ https://home.robusta.dev/blog/kubernetes-utilization-vs-reliability: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://home.robusta.dev/blog/stop-using-cpu-limits: + addition_method: manual content_hash: 939f865e445d5d0ecd313376ec609a9261ff090ed76415151bdc9833da3ada2d description: '' health_score: 100.0 @@ -133014,8 +139102,8 @@ https://home.robusta.dev/blog/stop-using-cpu-limits: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://home.robusta.dev/blog/why-everyone-should-track-and-audit-kubernetes-changes-and-top-ways: + addition_method: manual content_hash: 939f865e445d5d0ecd313376ec609a9261ff090ed76415151bdc9833da3ada2d description: '' health_score: 100.0 @@ -133032,8 +139120,8 @@ https://home.robusta.dev/blog/why-everyone-should-track-and-audit-kubernetes-cha v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://homebusinessmag.com/businesses/success-tips/certificates-alone-wont-get-hired-need-certifications-plus: + addition_method: manual ai_summary: An industry blog post analyzing certification pathways from a business-impact standpoint, explaining why credentials must be paired with hands-on systems architecture portfolios. @@ -133061,8 +139149,8 @@ https://homebusinessmag.com/businesses/success-tips/certificates-alone-wont-get- v2_locations: - elearning.md year: N/A - addition_method: manual https://hoppscotch.io: + addition_method: manual content_hash: 83d7609356c8563041bd4807f113303f4d6b30b803573cf58b2af348e657e7af description: '' health_score: 100.0 @@ -133078,8 +139166,8 @@ https://hoppscotch.io: v2_locations: - postman.md year: N/A - addition_method: manual https://horizons.carrefour.com/efficient-java-in-the-cloud-with-quarkus: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -133094,8 +139182,8 @@ https://horizons.carrefour.com/efficient-java-in-the-cloud-with-quarkus: v2_locations: - customer.md year: N/A - addition_method: manual https://horovits.medium.com/prometheus-now-supports-opentelemetry-metrics-83f85878e46a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -133109,8 +139197,8 @@ https://horovits.medium.com/prometheus-now-supports-opentelemetry-metrics-83f858 v2_locations: - prometheus.md year: N/A - addition_method: manual https://horovits.wordpress.com/2020/07/15/kubernetes-security-best-practices: + addition_method: manual ai_summary: 'A holistic compilation of security practices spanning the lifecycle of a Kubernetes cluster. @@ -133141,8 +139229,8 @@ https://horovits.wordpress.com/2020/07/15/kubernetes-security-best-practices: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://hostadvice.com/blog/devops-toolbox-jenkins-ansible-chef-puppet-vagrant-saltstack: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -133158,8 +139246,8 @@ https://hostadvice.com/blog/devops-toolbox-jenkins-ansible-chef-puppet-vagrant-s - devops-tools.md - jenkins.md year: N/A - addition_method: manual https://howdns.works: + addition_method: manual ai_summary: A highly creative, illustrated webcomic explaining the global DNS resolution process. Simplifies complex directory concepts like root servers, TLDs, authoritative servers, caching mechanisms, and recursive queries. @@ -133186,8 +139274,8 @@ https://howdns.works: v2_locations: - linux.md year: N/A - addition_method: manual https://howhttps.works: + addition_method: manual content_hash: 9ff5cb489a957efbdafabe8015c6da8d467c0ac22ca96193300744a6bedc4d22 description: '' health_score: 100.0 @@ -133203,8 +139291,8 @@ https://howhttps.works: v2_locations: - developerportals.md year: N/A - addition_method: manual https://howtodoinjava.com/maven: + addition_method: manual ai_summary: An extensive tutorial repository covering Maven configurations. Includes practical blueprints for multi-module structures, phase bindings, plugin declarations, and repository policies. @@ -133232,8 +139320,8 @@ https://howtodoinjava.com/maven: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://howtodoinjava.com/maven/how-to-convert-maven-java-project-to-intellij-idea-project: + addition_method: manual content_hash: f11f0367697e57a91bb9ec4247d78c672d24c5d37c97af34bb5a6e204cb4be09 description: '' health_score: 100.0 @@ -133248,8 +139336,8 @@ https://howtodoinjava.com/maven/how-to-convert-maven-java-project-to-intellij-id v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://howtodoinjava.com/maven/maven-java-project-with-intellij-idea: + addition_method: manual ai_summary: Step-by-step tutorial on initializing, configuring, and importing Maven projects inside JetBrains IntelliJ IDEA. Useful for junior developers looking to establish standard build patterns and resolve dependency import conflicts. @@ -133271,8 +139359,8 @@ https://howtodoinjava.com/maven/maven-java-project-with-intellij-idea: v2_locations: - maven-gradle.md year: '2021' - addition_method: manual https://http.cat: + addition_method: manual content_hash: 338f416da3d53aa1ba4b326cf45ce907604b4a90099dc7af2e14d082ae850169 description: '' health_score: 100.0 @@ -133288,16 +139376,16 @@ https://http.cat: v2_locations: - networking.md year: N/A - addition_method: manual https://http2-explained.haxx.se: + addition_method: manual content_hash: 88fac0c82cdf6d10255adfb64fc13ba2a876b1e096aed7646df993cc88dd9087 health_score: 100.0 last_checked: 1779031896.519856 needs_ai_refresh: true v1_locations: - docs/networking.md - addition_method: manual https://http2.github.io: + addition_method: manual content_hash: 7671e742d1149405620fac23a5619cce021b8b5bd9d4de940aa53ad516217cb5 description: '' health_score: 100.0 @@ -133308,8 +139396,8 @@ https://http2.github.io: v1_locations: - docs/networking.md year: N/A - addition_method: manual https://http2.github.io/faq: + addition_method: manual content_hash: 6c314974d92445138cdb880fef762e1352854f0d3f54a7c1c93f66675097b375 description: '' health_score: 100.0 @@ -133320,8 +139408,8 @@ https://http2.github.io/faq: v1_locations: - docs/networking.md year: N/A - addition_method: manual https://http3-explained.haxx.se: + addition_method: manual content_hash: 67163894eb84f6cff90ad4d704989a524ef8f2216b3d8a87c8a6f2934ac8b55d description: '' health_score: 100.0 @@ -133337,8 +139425,8 @@ https://http3-explained.haxx.se: v2_locations: - networking.md year: N/A - addition_method: manual https://httpd.apache.org: + addition_method: manual ai_summary: The home page for Apache HTTPD, the foundational open-source web server of the internet. While newer microservices architectures typically leverage Nginx or Envoy, Apache remains highly relevant for legacy proxy configurations and traditional @@ -133367,8 +139455,8 @@ https://httpd.apache.org: v2_locations: - web-servers.md year: N/A - addition_method: manual https://httpd.apache.org/docs/2.4/howto/reverse_proxy.html: + addition_method: manual ai_summary: The official configuration guide for setting up Apache as a reverse proxy using `mod_proxy`. Delivers production-grade recommendations for managing connection pools, configuring SSL offloading, and tuning load-balancing headers. @@ -133396,16 +139484,16 @@ https://httpd.apache.org/docs/2.4/howto/reverse_proxy.html: v2_locations: - web-servers.md year: N/A - addition_method: manual https://hub.docker.com/_/elasticsearch: + addition_method: manual content_hash: 00c57699dbbaf453e7c9995c525861c0b51661650c02a88bab6bc6c0e94fd6e8 health_score: 100.0 last_checked: 1779033773.235097 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://hub.docker.com/_/websphere-liberty: + addition_method: manual content_hash: e20fcf1abc7cfe4c5456b0d088f3724c5a3ccf4f26577a2915aadc6af710131e description: '' health_score: 100.0 @@ -133421,8 +139509,8 @@ https://hub.docker.com/_/websphere-liberty: v2_locations: - ibm_cloud.md year: N/A - addition_method: manual https://hub.docker.com/r/alwin2/petclinic-customers-service: + addition_method: manual content_hash: b646756371693a5864397000f9e697053b6bb7ddc6de1f7fec474f347b7181dc description: '' health_score: 100.0 @@ -133438,8 +139526,8 @@ https://hub.docker.com/r/alwin2/petclinic-customers-service: v2_locations: - demos.md year: N/A - addition_method: manual https://hub.docker.com/r/anthonydahanne/spring-petclinic: + addition_method: manual content_hash: d6966e8658b2777392044e088433caa6d905a2367087cc71ff43e278c5703fa4 description: '' health_score: 100.0 @@ -133455,8 +139543,8 @@ https://hub.docker.com/r/anthonydahanne/spring-petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://hub.docker.com/r/arey/springboot-petclinic: + addition_method: manual content_hash: 23ee1d4fafd5084fc6cad94ecefc85d9aef276207c8866bb4559af73e7fe514a description: '' health_score: 100.0 @@ -133472,8 +139560,8 @@ https://hub.docker.com/r/arey/springboot-petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://hub.docker.com/r/bitnami/cluster-autoscaler: + addition_method: manual content_hash: 417662b12be8d2563e9c6f56fe370cb4a7b6d044d3b67814a4dc81cacd3051be description: '' health_score: 100.0 @@ -133489,8 +139577,8 @@ https://hub.docker.com/r/bitnami/cluster-autoscaler: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://hub.docker.com/r/bmoussaud/petclinic: + addition_method: manual content_hash: 11eaf294080a291c6a38620c94ccf3f076fa840e76c29975f1370520f062ab21 description: '' health_score: 100.0 @@ -133506,16 +139594,16 @@ https://hub.docker.com/r/bmoussaud/petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://hub.docker.com/r/centos/postgresql-10-centos7: + addition_method: manual content_hash: 93b8cb56515e894ef7899b4c113b2fdb5181c0efd6eb6bc57806bfb90441a5a8 health_score: 100.0 last_checked: 1779030384.738501 needs_ai_refresh: true v1_locations: - docs/crunchydata.md - addition_method: manual https://hub.docker.com/r/ibuchh/petclinic-spinnaker-jenkins: + addition_method: manual content_hash: 59acb886f8592045b8fdc0ddabca85872dd902c6539ba043e43cd0ba509a4333 description: '' health_score: 100.0 @@ -133531,8 +139619,8 @@ https://hub.docker.com/r/ibuchh/petclinic-spinnaker-jenkins: v2_locations: - demos.md year: N/A - addition_method: manual https://hub.docker.com/r/jboss/kie-server: + addition_method: manual content_hash: 78364cdd5afd685a554b887a6389e82e95403f0712f50e8658234bac76770da5 health_score: 100.0 last_checked: 1779130494.940876 @@ -133544,8 +139632,8 @@ https://hub.docker.com/r/jboss/kie-server: - docs/postman.md v2_locations: - postman.md - addition_method: manual https://hub.docker.com/r/jbrisbin/spring-petclinic: + addition_method: manual content_hash: 67027846773f65b5617c26379dd818b5c561aceaa5dd47f2b2e5c3fe95394f43 description: '' health_score: 100.0 @@ -133561,8 +139649,8 @@ https://hub.docker.com/r/jbrisbin/spring-petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://hub.docker.com/r/openshift: + addition_method: manual content_hash: 475e2cc9ced9d670432428f70e2191dd406cd8b11b2d9cdd0ec2663ed96ee513 description: '' health_score: 100.0 @@ -133573,8 +139661,8 @@ https://hub.docker.com/r/openshift: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://hub.docker.com/r/openshiftdemos: + addition_method: manual content_hash: 27c97592dbf5be3d30ced985fa10083a991c51e8160539e4dbdcc52fd85761d7 description: '' health_score: 100.0 @@ -133585,8 +139673,8 @@ https://hub.docker.com/r/openshiftdemos: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://hub.docker.com/r/payara/micro: + addition_method: manual content_hash: b9fb757b5ae986f098d2e745988e55d48bb80487a919581516ad7a7e285edcc3 description: '' health_score: 100.0 @@ -133602,8 +139690,8 @@ https://hub.docker.com/r/payara/micro: v2_locations: - java_app_servers.md year: N/A - addition_method: manual https://hub.docker.com/r/payara/server-full: + addition_method: manual content_hash: a7275a5a155fe7296a042a9114999fb513c0a0b8cfad880d819d367e2a4be2b3 description: '' health_score: 100.0 @@ -133619,8 +139707,8 @@ https://hub.docker.com/r/payara/server-full: v2_locations: - java_app_servers.md year: N/A - addition_method: manual https://hub.docker.com/r/sarjunkumar24391/petclinic: + addition_method: manual content_hash: 4cb13e26f35564c1fafd213477a0aac515cf5b36c76a2458a7e1c2e1a29d3c3a description: '' health_score: 100.0 @@ -133636,8 +139724,8 @@ https://hub.docker.com/r/sarjunkumar24391/petclinic: v2_locations: - demos.md year: N/A - addition_method: manual https://hub.docker.com/r/sonatype/nexus3: + addition_method: manual content_hash: 0b135d44765df991702343004e371efeae5be6fc4e6f874eaecc08987be06eb9 description: '' health_score: 100.0 @@ -133653,8 +139741,8 @@ https://hub.docker.com/r/sonatype/nexus3: v2_locations: - openshift.md year: N/A - addition_method: manual https://hub.docker.com/r/texthtml/gitlab-merge-bot: + addition_method: manual content_hash: 4ad2975075b7304620aefea29f11692ced9eb322a77b9cda0c050de6a4115cd0 description: '' health_score: 100.0 @@ -133665,8 +139753,8 @@ https://hub.docker.com/r/texthtml/gitlab-merge-bot: v1_locations: - docs/git.md year: N/A - addition_method: manual https://hub.docker.com/u/openshift: + addition_method: manual content_hash: 475e2cc9ced9d670432428f70e2191dd406cd8b11b2d9cdd0ec2663ed96ee513 description: '' health_score: 100.0 @@ -133682,8 +139770,8 @@ https://hub.docker.com/u/openshift: v2_locations: - openshift.md year: N/A - addition_method: manual https://hub.docker.com/u/openshiftdemos: + addition_method: manual content_hash: 9ff96b5651ffffc97b15eab2f8b932345b8a08bc7181c3db688420a57b141a7c health_score: 100.0 last_checked: 1779130494.952104 @@ -133695,8 +139783,8 @@ https://hub.docker.com/u/openshiftdemos: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://hub.docker.com/u/redhat: + addition_method: manual content_hash: b301e4148516086de40c7546ab3a6fcbbe3997029f51c4a98177a639041360e1 description: '' health_score: 100.0 @@ -133713,8 +139801,8 @@ https://hub.docker.com/u/redhat: v2_locations: - docker.md year: N/A - addition_method: manual https://hub.helm.sh: + addition_method: manual ai_summary: The historic original central repository for discovering Helm charts, now deprecated and redirected to Artifact Hub. It served as the initial hub for the community-led standardization of cloud-native package publishing. @@ -133740,8 +139828,8 @@ https://hub.helm.sh: v2_locations: - helm.md year: '2020' - addition_method: manual https://hub.helm.sh/charts/choerodon/nexus3: + addition_method: manual content_hash: 5989d4d1c4b96da728a60fac6c5af05b5f8fd135d48cdd0772f3670f90b7dad4 description: '' health_score: 100.0 @@ -133752,8 +139840,8 @@ https://hub.helm.sh/charts/choerodon/nexus3: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://hub.helm.sh/charts/oteemo/sonarqube: + addition_method: manual content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a description: '' health_score: 100.0 @@ -133764,8 +139852,8 @@ https://hub.helm.sh/charts/oteemo/sonarqube: v1_locations: - docs/sonarqube.md year: N/A - addition_method: manual https://hub.helm.sh/charts/stable/cluster-autoscaler: + addition_method: manual content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a description: '' health_score: 100.0 @@ -133776,8 +139864,8 @@ https://hub.helm.sh/charts/stable/cluster-autoscaler: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://hub.kubeapps.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -133788,8 +139876,8 @@ https://hub.kubeapps.com: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://hub.qovery.com/guides/engineering/terraform-not-the-golden-hammer: + addition_method: manual content_hash: 683f0609767fa848db6c8e614124c2c4c25e0b6741f9d0b69d7a16c6a806aa71 description: '' health_score: 100.0 @@ -133800,8 +139888,8 @@ https://hub.qovery.com/guides/engineering/terraform-not-the-golden-hammer: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://hub.tinztwins.de/7-hidden-python-tips-for-2024: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -133815,8 +139903,8 @@ https://hub.tinztwins.de/7-hidden-python-tips-for-2024: v2_locations: - python.md year: N/A - addition_method: manual https://huggingface.co/blog/NileshInfer/implementing-fractional-gpus-in-kubernetes: + addition_method: manual content_hash: af36275a46a29883e3cfbb62675c0d566e06f68d976a1c798774353b44651d80 description: '' health_score: 100.0 @@ -133832,8 +139920,8 @@ https://huggingface.co/blog/NileshInfer/implementing-fractional-gpus-in-kubernet v2_locations: - mlops.md year: N/A - addition_method: manual https://humanitec.com/blog/escape-vmware-lock-in-with-a-modular-internal-developer-platform: + addition_method: manual content_hash: f75b8b622a6736f070ce92e603ff3ef7a2e048f77971d63ddf923e02505846e7 description: '' health_score: 100.0 @@ -133849,8 +139937,8 @@ https://humanitec.com/blog/escape-vmware-lock-in-with-a-modular-internal-develop v2_locations: - devops.md year: N/A - addition_method: manual https://humanitec.com/blog/handling-environment-variables-with-kubernetes: + addition_method: manual content_hash: 6c8b12cfc9d68c02d3bfae9e868fc4725f499d01b7cb9cd7175a73e455b29361 description: '' health_score: 100.0 @@ -133866,8 +139954,8 @@ https://humanitec.com/blog/handling-environment-variables-with-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://humanitec.com/blog/how-to-design-your-repository-structures-to-nail-platform-engineering: + addition_method: manual content_hash: 6d0ca223dad37c007c04a61791ed721aa819497ad3d3bf1fdb5ebdaba17ddf05 description: '' health_score: 100.0 @@ -133884,8 +139972,8 @@ https://humanitec.com/blog/how-to-design-your-repository-structures-to-nail-plat v2_locations: - devops.md year: N/A - addition_method: manual https://humanitec.com/blog/why-every-internal-developer-platform-needs-a-backend: + addition_method: manual content_hash: 5de75144a965eecbecd1f8e61929da1b4e62b52d939659881c4aa931cf13bdac description: '' health_score: 100.0 @@ -133901,8 +139989,8 @@ https://humanitec.com/blog/why-every-internal-developer-platform-needs-a-backend v2_locations: - devops.md year: N/A - addition_method: manual https://humanitec.com/reference-architectures: + addition_method: manual content_hash: 1e0f2c75adf9e43cb3ddff5908194413e7a897a68523238da341793f0cb7bce6 description: '' health_score: 100.0 @@ -133918,8 +140006,8 @@ https://humanitec.com/reference-architectures: v2_locations: - introduction.md year: N/A - addition_method: manual https://humanitec.com/reference-architectures/aws: + addition_method: manual content_hash: 4df258325f841f629e932a4915e34bb60097fcf770226d6fa1e64cffa909af89 description: '' health_score: 100.0 @@ -133935,8 +140023,8 @@ https://humanitec.com/reference-architectures/aws: v2_locations: - introduction.md year: N/A - addition_method: manual https://humanitec.com/reference-architectures/azure: + addition_method: manual content_hash: 878e1857e217efec6e986078d27da3c488266a8f0c9ef8fdbaa1b990c8098fdd description: '' health_score: 100.0 @@ -133952,8 +140040,8 @@ https://humanitec.com/reference-architectures/azure: v2_locations: - introduction.md year: N/A - addition_method: manual https://humanwhocodes.com/blog/2011/11/29/how-content-delivery-networks-cdns-work: + addition_method: manual content_hash: 6f7257cb06df44549080a61b4dc29cc9adf59ee8b7bc165dcd04a799c6c868df description: '' health_score: 100.0 @@ -133969,8 +140057,8 @@ https://humanwhocodes.com/blog/2011/11/29/how-content-delivery-networks-cdns-wor v2_locations: - caching.md year: N/A - addition_method: manual https://huryn.substack.com/p/3-ways-to-create-10x-better-product: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -133984,8 +140072,8 @@ https://huryn.substack.com/p/3-ways-to-create-10x-better-product: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://huyenchip.com/2021/09/13/data-science-infrastructure.html: + addition_method: manual content_hash: ff1048ad2f2e9c151ec75bfbc91fda2f1188ccdacad768cc55355eb4b9fc7da1 description: '' health_score: 100.0 @@ -134001,8 +140089,8 @@ https://huyenchip.com/2021/09/13/data-science-infrastructure.html: v2_locations: - python.md year: N/A - addition_method: manual https://huyenchip.com/2023/04/11/llm-engineering.html: + addition_method: manual content_hash: d67b4d46b0cf35e402c23d262b2708bc4dc97457382609d1e8cb182a8c8ab285 description: '' health_score: 100.0 @@ -134018,8 +140106,8 @@ https://huyenchip.com/2023/04/11/llm-engineering.html: v2_locations: - mlops.md year: N/A - addition_method: manual https://hwchiu.medium.com/docker-networking-model-introduction-194a2a2c9b68: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -134033,8 +140121,8 @@ https://hwchiu.medium.com/docker-networking-model-introduction-194a2a2c9b68: v2_locations: - docker.md year: N/A - addition_method: manual https://hwchiu.medium.com/kubernetes-network-troubleshooting-approach-701de9463493: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -134048,8 +140136,8 @@ https://hwchiu.medium.com/kubernetes-network-troubleshooting-approach-701de94634 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://hwchiu.medium.com/why-does-my-2vcpu-application-run-faster-in-a-vm-than-in-a-container-6438ffaba245: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -134064,8 +140152,8 @@ https://hwchiu.medium.com/why-does-my-2vcpu-application-run-faster-in-a-vm-than- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://hystax.com/the-difference-between-cloud-cost-management-and-finops: + addition_method: manual content_hash: 9eb1a594065c7621f7a0958eace96e6b4607a4938569b9704e94648281b33967 description: '' health_score: 100.0 @@ -134081,8 +140169,8 @@ https://hystax.com/the-difference-between-cloud-cost-management-and-finops: v2_locations: - 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It offers on-demand virtual training sessions, practical business + frameworks for testing and validating AI use cases, and deployment paths for integrating + Azure OpenAI services into cloud architectures. + category: azure + complexity: Beginner + content_hash: ea625f26cf97e69d3236b9808e3cec256e8710428516867349b597c7542c2b58 + description: Get practical AI fundamentals with on-demand access to Microsoft AI + Virtual Training Days. + hierarchy: + - Public Cloud Solutions + - Azure Cloud Platform + - AI and ML Training + is_microservice: false + language: en + last_checked: 1780352292.588452 + reputation_status: Vetted + reputation_summary: Official Azure enterprise portal resource for organizations + initiating practical AI and LLM test deployments. + resource_type: tools + social_preview_url: ' ' + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + - ENTERPRISE-STABLE + title: AI Made Simple Resource Kit | Microsoft Azure + year: '2026' https://info.microsoft.com/ww-landing-the-road-to-azure-cost-governance-e-book.html: + addition_method: manual content_hash: bf2c63a53ab518a7c7165eae4d2374f6c753a14d7d4cdd3c8936950b7f627ef3 description: '' health_score: 100.0 @@ -134939,8 +141059,8 @@ https://info.microsoft.com/ww-landing-the-road-to-azure-cost-governance-e-book.h v2_locations: - 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test-automation-frameworks.md year: N/A - addition_method: manual https://intellipaat.com/blog/tutorial/selenium-tutorial/selenium-cheat-sheet: + addition_method: manual content_hash: 17d7aa3b462c4368baf75fd44c33489aebe2f897c7cb260ad470f81d85483ee6 description: '' health_score: 100.0 @@ -135682,8 +141802,8 @@ https://intellipaat.com/blog/tutorial/selenium-tutorial/selenium-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://intellipaat.com/blog/tutorial/sql-tutorial/sql-commands-cheat-sheet: + addition_method: manual content_hash: 9ae0f0d3635e02c645f336c498c852771da030f70d26661d08562c90c345c436 description: '' health_score: 100.0 @@ -135699,8 +141819,8 @@ https://intellipaat.com/blog/tutorial/sql-tutorial/sql-commands-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://intellipaat.com/blog/what-does-a-devops-engineer-do: + addition_method: manual content_hash: dcbedd57401b391491a8b261efd9dcfc233163aa7857762f7c857084df83e447 description: '' health_score: 100.0 @@ -135716,8 +141836,8 @@ https://intellipaat.com/blog/what-does-a-devops-engineer-do: v2_locations: - devops.md year: N/A - addition_method: manual https://intellipaat.com/blog/what-is-amazon-web-services-aws: + addition_method: manual content_hash: 66aed94a7c3f1c71b7f84c165ab947bcc046e2b718428d9dc614a4fd4458d1cb description: '' health_score: 100.0 @@ -135733,8 +141853,8 @@ https://intellipaat.com/blog/what-is-amazon-web-services-aws: v2_locations: - aws.md year: N/A - addition_method: manual https://intellipaat.com/blog/what-is-penetration-testing: + addition_method: manual content_hash: 0a85a28c2130775a41bb970dabdcbec9bbfa530246f74c74beafcac3a0601643 description: '' health_score: 100.0 @@ -135750,29 +141870,29 @@ https://intellipaat.com/blog/what-is-penetration-testing: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://intellipaat.com/mediaFiles/2019/03/docker-cheat-sheet.pdf: + addition_method: manual content_hash: c63d4aec4326e9c75db4dbedfdfe90745d9d24c3461a85a6018ff025b5081033 health_score: 100.0 last_checked: 1779029067.87112 v1_locations: - docs/cheatsheets.md - addition_method: manual https://intezer.com/blog/new-attacks-on-kubernetes-via-misconfigured-argo-workflows: + addition_method: manual status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - devsecops.md - addition_method: manual https://intezer.com/blog/research/new-attacks-on-kubernetes-via-misconfigured-argo-workflows: + addition_method: manual content_hash: d4b83ee3cc43adf7486e3a2e3532a8c6507c5cbb5e2ba0e13fedb719f6c80fad health_score: 64.0 last_checked: 1779130495.011968 v1_locations: - docs/devsecops.md - addition_method: manual https://inthecloud.withgoogle.com/free-training-21/register.html: + addition_method: manual content_hash: e6a9b8d71cf67d8617b3fdd28c742b1b9f72f2f4b471930116d027760a393b09 description: '' health_score: 100.0 @@ -135782,8 +141902,50 @@ https://inthecloud.withgoogle.com/free-training-21/register.html: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual +https://io.google/2026: + addition_method: automatic + ai_summary: '**Curator Insight:** The central architectural index for Google''s + cloud, mobile, and machine learning developer tooling, establishing the technological + baseline for the 2026 software ecosystem. + + **Live Grounding:** The official normalized portal for Google I/O 2026 acts as + a launchpad for deep-dive resources on Gemini 2.5/3.0, Android 17, and next-gen + Chrome DevTools. + + * **Core Technical Impact:** Outlines shifts in edge computing architectures, + containerized micro-runtime capabilities, and declarative web platforms. + + * **Architectural Value:** Essential for engineering leaders aligning platform + roadmaps with emerging web standards and cloud-native services.' + category: uncategorized + complexity: beginner + content_hash: 158b9a7b27c4066cab6cbb3c81706acf5466f46665e6fd16b881360c734abadc + description: The official landing hub for Google I/O 2026, offering keynotes, product + releases, technical documentation links, and on-demand video sessions for global + developers. + hierarchy: + - Cloud Ecosystems + - Google Cloud + - Google I/O Conferences + is_microservice: false + language: en + last_checked: 1780352272.994159 + reputation_status: Vetted + reputation_summary: Highly vetted. The definitive web presence for Google's largest + developer event of the year. + resource_type: site + social_preview_url: https://io.google/2026/assets/images/io26-og-image.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + - GUIDE + title: Google I/O 2026 + year: '2026' https://iongion.github.io/podman-desktop-companion: + addition_method: manual content_hash: 181e88ccc3ff9283fc8ccaa067836757fd718f9d681f534391b811bf2397928f description: '' health_score: 100.0 @@ -135799,8 +141961,8 @@ https://iongion.github.io/podman-desktop-companion: v2_locations: - container-managers.md year: N/A - addition_method: manual https://iopshub.medium.com/terraform-best-practices-everyone-should-know-a7c76ba9f085: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -135814,8 +141976,8 @@ https://iopshub.medium.com/terraform-best-practices-everyone-should-know-a7c76ba v2_locations: - terraform.md year: N/A - addition_method: manual https://iot-analytics.com/iot-cloud: + addition_method: manual content_hash: d59e2736f0b00bb5c7ab449c43b5ec0081b9395fd18be78fcf8ca915d42312c3 description: '' health_score: 100.0 @@ -135831,8 +141993,8 @@ https://iot-analytics.com/iot-cloud: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://irfanyusanif.medium.com/how-to-communicate-between-microservices-7956ed68a99a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -135846,8 +142008,8 @@ https://irfanyusanif.medium.com/how-to-communicate-between-microservices-7956ed6 v2_locations: - message-queue.md year: N/A - addition_method: manual https://ishantgaurav.in/2021/06/22/complete-application-deployment-using-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -135861,8 +142023,8 @@ https://ishantgaurav.in/2021/06/22/complete-application-deployment-using-kuberne v2_locations: - demos.md year: N/A - addition_method: manual https://ishantgaurav.in/2021/07/18/kubernetes-sidecar-container-pattern: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -135876,8 +142038,8 @@ https://ishantgaurav.in/2021/07/18/kubernetes-sidecar-container-pattern: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://ismiletechnologies.com/en_us/devsecops/secure-devops-kit-azureazsk: + addition_method: manual content_hash: a9920af78b93973833c5862f68cfe797687bdb2e77c8965c0e5527979de0bca1 health_score: 100.0 last_checked: 1779130495.011295 @@ -135888,8 +142050,8 @@ https://ismiletechnologies.com/en_us/devsecops/secure-devops-kit-azureazsk: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://isoflow.io: + addition_method: manual content_hash: 71c178ad926d24beb91cf7d0d04d77fdc4321456ef73d84fee462c9a799f6b10 description: '' health_score: 100.0 @@ -135905,8 +142067,8 @@ https://isoflow.io: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://isovalent.com/blog/post/2021-11-container-escape: + addition_method: manual ai_summary: A deep-dive exploration of container escape methodologies and how they can be detected at the kernel layer using Cilium and eBPF. Curator insight focuses on monitoring system calls directly to bypass container-internal obfuscation. @@ -135935,8 +142097,8 @@ https://isovalent.com/blog/post/2021-11-container-escape: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://isovalent.com/blog/post/azure-cni-cilium: + addition_method: manual ai_summary: Release announcement detailing Azure CNI Powered by Cilium. Explains how this integration pairs Microsoft's virtual network control plane with Cilium's high-performance eBPF data plane for advanced routing and security policies. Marks @@ -135964,8 +142126,8 @@ https://isovalent.com/blog/post/azure-cni-cilium: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://isovalent.com/blog/post/what-are-the-4-golden-signals-for-monitoring-kubernetes: + addition_method: manual ai_summary: An advanced technical blog demonstrating how to monitor Google's 4 Golden Signals using Cilium's eBPF architecture and Prometheus. This method allows teams to gather application performance metrics without sidecar injection overhead. @@ -135993,8 +142155,8 @@ https://isovalent.com/blog/post/what-are-the-4-golden-signals-for-monitoring-kub v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://isprox.com/16-estilos-liderazgo-cual-es-mas-efectivo: + addition_method: manual content_hash: 3ff80c5eec8325ad0676446d5df37b5d77af27a71febd6c73aac11585126c1fb description: '' health_score: 100.0 @@ -136005,8 +142167,8 @@ https://isprox.com/16-estilos-liderazgo-cual-es-mas-efectivo: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://isprox.com/es/16-estilos-liderazgo-cual-es-mas-efectivo: + addition_method: manual content_hash: c977b918ffbef7f795d7f3b49d1ad282d1610e050bd97b3381f8157e1224a10b health_score: 100.0 last_checked: 1779130495.012603 @@ -136018,8 +142180,8 @@ https://isprox.com/es/16-estilos-liderazgo-cual-es-mas-efectivo: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://istio.io: + addition_method: manual ai_summary: The premier open-source service mesh providing advanced traffic management, end-to-end security, and granular observability. Uses Envoy proxies (via sidecars or Ambient mode) to secure and manage microservice fabrics. @@ -136052,8 +142214,8 @@ https://istio.io: - monitoring.md - ocp4.md year: N/A - addition_method: manual https://istio.io/blog/2020/tradewinds-2020: + addition_method: manual content_hash: 3de46fd0ea0aa3c429801bdfdd5630c2b2c5f87c9c44ecb9cde09b5162a82f6a description: '' health_score: 100.0 @@ -136065,8 +142227,8 @@ https://istio.io/blog/2020/tradewinds-2020: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://istio.io/latest/blog/2020/tradewinds-2020: + addition_method: manual ai_summary: Official update documenting the change of Istio's control plane. Highlights how Pilot, Citadel, and Galley were merged into the single, more efficient `Istiod` process. @@ -136088,8 +142250,8 @@ https://istio.io/latest/blog/2020/tradewinds-2020: v2_locations: - istio.md year: '2020' - addition_method: manual https://istio.io/latest/blog/2021/external-locality-failover: + addition_method: manual ai_summary: An authoritative guide from the official Istio project explaining how to construct locality-aware failover routing rules for external integrations. Details the interplay between ServiceEntry definitions, DestinationRules, and @@ -136119,8 +142281,8 @@ https://istio.io/latest/blog/2021/external-locality-failover: v2_locations: - istio.md year: N/A - addition_method: manual https://istio.io/latest/blog/2022/introducing-ambient-mesh: + addition_method: manual ai_summary: The official announcement of Istio Ambient Mesh, introducing a sidecarless data plane model. Splits mesh tasks into a secure transport layer (ztunnel) and an optional L7 processing layer (waypoint proxies), reducing resource usage and @@ -136151,8 +142313,8 @@ https://istio.io/latest/blog/2022/introducing-ambient-mesh: v2_locations: - istio.md year: N/A - addition_method: manual https://istio.io/latest/blog/2022/merbridge: + addition_method: manual ai_summary: Introduces Merbridge, an open-source tool utilizing eBPF to optimize network routing within service meshes. Shows how replacing standard iptables redirection rules with eBPF sockops can significantly bypass TCP/IP stack overhead and lower @@ -136182,8 +142344,8 @@ https://istio.io/latest/blog/2022/merbridge: v2_locations: - istio.md year: N/A - addition_method: manual https://istio.io/latest/docs/examples/microservices-istio: + addition_method: manual ai_summary: Authoritative tutorial showing how to design, secure, and route microservice networks within Kubernetes clusters using Istio. complexity: Intermediate @@ -136209,8 +142371,8 @@ https://istio.io/latest/docs/examples/microservices-istio: v2_locations: - istio.md year: N/A - addition_method: manual https://istiobyexample.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -136224,8 +142386,8 @@ https://istiobyexample.dev: v2_locations: - istio.md year: N/A - addition_method: manual https://istiobyexample.dev/fault-injection: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -136235,8 +142397,8 @@ https://istiobyexample.dev/fault-injection: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://it.slashdot.org/story/21/05/22/041242/and-the-top-source-of-critical-security-threats-ispowershell: + addition_method: manual ai_summary: Analyzes the rise of fileless malware execution leveraging administrative tooling such as PowerShell. Focuses on balancing deep system access capabilities with strict runtime logging and script block execution audits. @@ -136263,8 +142425,8 @@ https://it.slashdot.org/story/21/05/22/041242/and-the-top-source-of-critical-sec v2_locations: - devsecops.md year: N/A - addition_method: manual https://iter8.tools: + addition_method: manual ai_summary: A Kubernetes-native progressive delivery platform that orchestrates metric-driven canary releases and A/B tests. Live grounding shows Iter8's ability to validate runtime SLO performance, using Prometheus and OpenTelemetry targets @@ -136294,8 +142456,8 @@ https://iter8.tools: - performance-testing-with-jenkins-and-jmeter.md - sre.md year: N/A - addition_method: manual https://itnext.io/12-factor-microservice-applications-on-kubernetes-db913008b018: + addition_method: manual content_hash: 050092ef393c0ff99fceb6b2ed93ad7795c8b54c1bcf7ac56ca6ee0dbfc04bee description: '' health_score: 100.0 @@ -136310,8 +142472,8 @@ https://itnext.io/12-factor-microservice-applications-on-kubernetes-db913008b018 v2_locations: - introduction.md year: N/A - addition_method: manual https://itnext.io/3-reasons-to-choose-a-wide-cluster-over-multi-cluster-with-kubernetes-c923fecf4644: + addition_method: manual content_hash: c37c675ce4c9f3f4e51365c5f3bddd90bba23efbcc6d4f2b1d91e8bda389fa82 description: '' health_score: 100.0 @@ -136326,8 +142488,8 @@ https://itnext.io/3-reasons-to-choose-a-wide-cluster-over-multi-cluster-with-kub v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/4-container-design-patterns-for-kubernetes-a8593028b4cd: + addition_method: manual content_hash: 363bd645eb576da56023caa44b4bfbdea9a4896cfa000c06658e3c5e377d3882 description: '' health_score: 100.0 @@ -136343,8 +142505,8 @@ https://itnext.io/4-container-design-patterns-for-kubernetes-a8593028b4cd: v2_locations: - introduction.md year: N/A - addition_method: manual https://itnext.io/5-advanced-kubernetes-operators-every-devops-engineer-should-know-about-ab46bdc1c7d5: + addition_method: manual content_hash: ddca7518cbdb66a5552d5de7ee728e3448c4a878ab66c9c8fac242d662714b18 description: '' health_score: 100.0 @@ -136360,8 +142522,8 @@ https://itnext.io/5-advanced-kubernetes-operators-every-devops-engineer-should-k v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://itnext.io/6-kubectl-plugins-you-must-try-1411dcbcf950: + addition_method: manual content_hash: 247f1fbed32f0697786c396f2fd3e96e871c3ccaff7d26b5bd06f8abbc8b5a9b description: '' health_score: 100.0 @@ -136376,8 +142538,8 @@ https://itnext.io/6-kubectl-plugins-you-must-try-1411dcbcf950: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/a-minimalist-guide-to-grpc-e4d556293422: + addition_method: manual content_hash: d45764b74891c83a57e01144f53b381d8defc6f2af3d9066f284eb8cdb1c8f72 description: '' health_score: 100.0 @@ -136392,8 +142554,8 @@ https://itnext.io/a-minimalist-guide-to-grpc-e4d556293422: v2_locations: - api.md year: N/A - addition_method: manual https://itnext.io/a-practical-guide-for-linkerd-authorization-policies-6cfdb50392e9: + addition_method: manual content_hash: 3faadec54ebbb471249a4f00605ffe4d277ee2168b8aaecce46cb6e56824bf80 description: '' health_score: 100.0 @@ -136408,8 +142570,8 @@ https://itnext.io/a-practical-guide-for-linkerd-authorization-policies-6cfdb5039 v2_locations: - servicemesh.md year: N/A - addition_method: manual https://itnext.io/accelerate-development-with-jenkins-pipelines-and-continuous-integration-9a6c7857ccd2: + addition_method: manual content_hash: ab3b69e4a72cd2790f59d879d04a10a8202e0e9b0bb51089710100cfdbb06304 description: '' health_score: 100.0 @@ -136425,8 +142587,8 @@ https://itnext.io/accelerate-development-with-jenkins-pipelines-and-continuous-i v2_locations: - jenkins.md year: N/A - addition_method: manual https://itnext.io/adding-master-nodes-to-achieve-ha-one-of-the-best-practices-for-using-kubekey-6207e94b0bdd: + addition_method: manual ai_summary: Technical execution guide explaining how to scale a single control plane setup into a multi-master High Availability (HA) cluster. Integrates load balancers and key-value store configurations. @@ -136453,8 +142615,8 @@ https://itnext.io/adding-master-nodes-to-achieve-ha-one-of-the-best-practices-fo v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/adding-security-layers-to-your-app-on-openshift-part-1-deployment-and-tls-ingress-9ef752835599: + addition_method: manual content_hash: bad85d1af9516904df2f1dca22afcf7a179885ce31a76edbf633cc8e6a616a21 description: '' health_score: 100.0 @@ -136470,8 +142632,8 @@ https://itnext.io/adding-security-layers-to-your-app-on-openshift-part-1-deploym v2_locations: - openshift.md year: N/A - addition_method: manual https://itnext.io/aks-performance-limit-ranges-8e18cbebe351: + addition_method: manual ai_summary: Technical article examining the configuration of LimitRanges in AKS namespaces. Demonstrates how setting default container resource requests prevents multi-tenant environments from experiencing noisy neighbor syndromes or complete @@ -136498,8 +142660,8 @@ https://itnext.io/aks-performance-limit-ranges-8e18cbebe351: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653: + addition_method: manual content_hash: 645687a91cea0a4ba2fd93a1670de183be7e7aa9827ef8faeb81530ebc41fab5 description: '' health_score: 100.0 @@ -136516,8 +142678,8 @@ https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653: - jenkins.md - ansible.md year: N/A - addition_method: manual https://itnext.io/anthos-multi-cluster-management-aa6f2c03120d: + addition_method: manual content_hash: 2cc57d880263eacf2cea805a63205ce50c347f52a4c7fda8f080e4c823fed067 description: '' health_score: 100.0 @@ -136532,8 +142694,8 @@ https://itnext.io/anthos-multi-cluster-management-aa6f2c03120d: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://itnext.io/architecting-kubernetes-clusters-choosing-a-cluster-size-92f6feaa2908: + addition_method: manual content_hash: 8a54ee14009fd877b0eb20c985c73a9dde74200d619c421fa88901b59bda98d1 description: '' health_score: 100.0 @@ -136548,8 +142710,8 @@ https://itnext.io/architecting-kubernetes-clusters-choosing-a-cluster-size-92f6f v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/architecting-kubernetes-clusters-choosing-a-worker-node-size-b3729cc0c78f: + addition_method: manual content_hash: ee30bed4b729c4299219df3bfee61f1f68f97ff2904aa5d2697cd81fd1bb0746 description: '' health_score: 100.0 @@ -136564,8 +142726,8 @@ https://itnext.io/architecting-kubernetes-clusters-choosing-a-worker-node-size-b v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/argocd-secret-management-with-argocd-vault-plugin-539f104aff05: + addition_method: manual content_hash: 2199a2f9ac361e44dafc206fa873359283b5db8aa75e641dba33c2205ec2be8c description: '' health_score: 100.0 @@ -136581,8 +142743,8 @@ https://itnext.io/argocd-secret-management-with-argocd-vault-plugin-539f104aff05 v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad: + addition_method: manual ai_summary: Security implementation guide for Argo CD. Illustrates custom user accounts, SSO hookups, and high-fidelity policy-based RBAC enforcement for large cloud-native engineering groups. @@ -136609,8 +142771,8 @@ https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad: v2_locations: - argo.md year: N/A - addition_method: manual https://itnext.io/automating-system-updates-for-kubernetes-clusters-using-ansible-94a70f4e1972: + addition_method: manual content_hash: 183a40372a1a11165438abddd3281d96129eba49e104b81dc496e8028cb53eef description: '' health_score: 100.0 @@ -136625,8 +142787,8 @@ https://itnext.io/automating-system-updates-for-kubernetes-clusters-using-ansibl v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/autoscaling-ingress-controllers-in-kubernetes-c64b47088485: + addition_method: manual content_hash: 8dbbe66d766a5c8b0811972134c3b0c2c7a84ca9f61fa0af45f92b0d91a4b533 description: '' health_score: 100.0 @@ -136641,8 +142803,8 @@ https://itnext.io/autoscaling-ingress-controllers-in-kubernetes-c64b47088485: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/aws-cdk-for-eks-handling-helm-charts-aa002afedde4: + addition_method: manual content_hash: 7270813559bcdacd7679130ff8e2bf1f30768737ec13391fb838cd1bbdc2ea52 description: '' health_score: 100.0 @@ -136657,8 +142819,8 @@ https://itnext.io/aws-cdk-for-eks-handling-helm-charts-aa002afedde4: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://itnext.io/aws-elastic-kubernetes-service-rbac-authorization-via-aws-iam-and-rbac-groups-7b70ded144b5: + addition_method: manual ai_summary: Details the inner workings of mapping AWS IAM identity vectors to Kubernetes internal Role-Based Access Control (RBAC) groups via `aws-auth` ConfigMaps or newer EKS Access Entries. It presents strategies for configuring secure, least-privilege @@ -136687,8 +142849,8 @@ https://itnext.io/aws-elastic-kubernetes-service-rbac-authorization-via-aws-iam- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/backup-and-restore-of-kubernetes-stateful-application-data-with-csi-volume-snapshots-14ce9e6f3778: + addition_method: manual content_hash: a22405aa3539bc9b4355ad4defedb424ba570654db8ccfdf8a775890ada95f0e description: '' health_score: 100.0 @@ -136704,9 +142866,9 @@ https://itnext.io/backup-and-restore-of-kubernetes-stateful-application-data-wit v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual ? https://itnext.io/benchmark-results-of-kubernetes-network-plugins-cni-over-10gbit-s-network-updated-august-2020-6e1b757b9e49 -: content_hash: 4e6d33aec60cf1a220949cf840f6bd0d178421818d9b1ad552bcf95dddddf5f0 +: addition_method: manual + content_hash: 4e6d33aec60cf1a220949cf840f6bd0d178421818d9b1ad552bcf95dddddf5f0 description: '' health_score: 100.0 last_checked: 1779030572.395796 @@ -136721,8 +142883,8 @@ https://itnext.io/backup-and-restore-of-kubernetes-stateful-application-data-wit v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712: + addition_method: manual content_hash: 0d5d52e1facecb8b3df1eeb2b14581054665f9bc0fe92931974fd29ab4754eb0 description: '' health_score: 100.0 @@ -136737,8 +142899,8 @@ https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://itnext.io/breaking-down-and-fixing-etcd-cluster-d81e35b9260d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -136752,8 +142914,8 @@ https://itnext.io/breaking-down-and-fixing-etcd-cluster-d81e35b9260d: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/breaking-down-and-fixing-kubernetes-4df2f22f87c3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -136767,8 +142929,8 @@ https://itnext.io/breaking-down-and-fixing-kubernetes-4df2f22f87c3: v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/build-a-lightweight-internal-developer-platform-with-argo-cd-and-kubernetes-labels-4c0e52c6c0f4: + addition_method: manual ai_summary: 'Curator Insight: Proposes an innovative model for constructing a lightweight IDP by utilizing simple Kubernetes label configurations mapped to Argo CD ApplicationSets. Live Grounding: Demonstrates how platform teams can abstract direct Kubernetes @@ -136797,8 +142959,8 @@ https://itnext.io/build-a-lightweight-internal-developer-platform-with-argo-cd-a v2_locations: - argo.md year: N/A - addition_method: manual https://itnext.io/build-an-eks-cluster-with-terraform-d35db8005963: + addition_method: manual content_hash: c3e59a67cbca1da99441ebde22ad9410b04a7000e868a46b277252fc05a43094 description: '' health_score: 100.0 @@ -136813,8 +142975,8 @@ https://itnext.io/build-an-eks-cluster-with-terraform-d35db8005963: v2_locations: - terraform.md year: N/A - addition_method: manual https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21: + addition_method: manual ai_summary: This technical walkthrough explores using GitHub Container Registry (GHCR) to build, tag, push, and pull Docker containers natively inside Kubernetes deployment loops. It details how to set up pull secrets, automate container pushes @@ -136844,9 +143006,9 @@ https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21: v2_locations: - git.md year: N/A - addition_method: manual ? https://itnext.io/building-and-deploying-a-weather-web-application-onto-kubernetes-red-hat-openshift-using-eclipse-62bf7c924be4 -: content_hash: e8f192aac9073d8e7635485b72b862363cbd6152eac5c5b95a2d772998283dd9 +: addition_method: manual + content_hash: e8f192aac9073d8e7635485b72b862363cbd6152eac5c5b95a2d772998283dd9 description: '' health_score: 100.0 last_checked: 1779029704.455515 @@ -136861,8 +143023,8 @@ https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21: v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/building-docker-images-the-proper-way-3c9807524582: + addition_method: manual content_hash: b004a3ccf37a81cc8c9995ea67e7da7774cfb8c145c37c9352811084815a6fd4 description: '' health_score: 100.0 @@ -136877,8 +143039,8 @@ https://itnext.io/building-docker-images-the-proper-way-3c9807524582: v2_locations: - docker.md year: N/A - addition_method: manual https://itnext.io/building-ml-componentes-on-kubernetes-fc7e24cb9269: + addition_method: manual content_hash: c80943e4674d56b4f6cfebda85086bfd82b019a55394a383384d299f481d9e56 description: '' health_score: 100.0 @@ -136893,8 +143055,8 @@ https://itnext.io/building-ml-componentes-on-kubernetes-fc7e24cb9269: v2_locations: - mlops.md year: N/A - addition_method: manual https://itnext.io/ckad-scenarios-about-ingress-and-networkpolicy-155ce958c9ce: + addition_method: manual content_hash: b2623e5ab7ec120041613e852cb46a9b46adb165bb401b73dd497bb340422afb description: '' health_score: 100.0 @@ -136909,8 +143071,8 @@ https://itnext.io/ckad-scenarios-about-ingress-and-networkpolicy-155ce958c9ce: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/cks-exam-series-9-rbac-v2-23ee24dd77cd: + addition_method: manual content_hash: f5350d96792fc287c85b8b3d01af25bbfe4cbe5c691b3374388474278429eb6a description: '' health_score: 100.0 @@ -136925,8 +143087,8 @@ https://itnext.io/cks-exam-series-9-rbac-v2-23ee24dd77cd: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/cloud-native-ci-cd-with-tekton-building-custom-tasks-663e63c1f4fb: + addition_method: manual content_hash: c983eb2df047a5225457b077c5de1c323c110f9fffecc9ff23bb9d916367c097 description: '' health_score: 100.0 @@ -136941,8 +143103,8 @@ https://itnext.io/cloud-native-ci-cd-with-tekton-building-custom-tasks-663e63c1f v2_locations: - tekton.md year: N/A - addition_method: manual https://itnext.io/configuring-kafka-sources-and-sinks-in-kubernetes-271e3757b208: + addition_method: manual ai_summary: 'Curator Insight: Hands-on exploration of declarative serverless ingestion pipelines on Kubernetes. Live Grounding: Focuses on setting up Knative Eventing Kafka sources and sinks, showcasing how to abstract underlying broker complexities @@ -136971,8 +143133,8 @@ https://itnext.io/configuring-kafka-sources-and-sinks-in-kubernetes-271e3757b208 v2_locations: - message-queue.md year: N/A - addition_method: manual https://itnext.io/configuring-routing-for-metallb-in-l2-mode-7ea26e19219e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -136986,8 +143148,8 @@ https://itnext.io/configuring-routing-for-metallb-in-l2-mode-7ea26e19219e: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://itnext.io/connect-to-containers-using-kubectl-exec-b1fb5c171f03: + addition_method: manual content_hash: 54df0882a202e0bb77610d715a01ab05c6c72eef87c0fb96eeb082d1c32bceac description: '' health_score: 100.0 @@ -137002,8 +143164,8 @@ https://itnext.io/connect-to-containers-using-kubectl-exec-b1fb5c171f03: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://itnext.io/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb: + addition_method: manual content_hash: 841b2dae6334b883d3b99d51d3fb7b728b9fc185d290b02e29e2b471b17917e7 description: '' health_score: 100.0 @@ -137018,8 +143180,8 @@ https://itnext.io/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d v2_locations: - gitops.md year: N/A - addition_method: manual https://itnext.io/cpu-limits-and-requests-in-kubernetes-fa9d55948b7c: + addition_method: manual content_hash: 4a718f66afaad63d062cdedf47e62324b8fe4b25de7f1af35c86355e6dbc85a4 description: '' health_score: 100.0 @@ -137034,8 +143196,8 @@ https://itnext.io/cpu-limits-and-requests-in-kubernetes-fa9d55948b7c: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/crd-is-just-a-table-in-kubernetes-13e15367bbe4: + addition_method: manual content_hash: 198d15292662de9a4b9a77f5e14e761d9389b13890c09a013b5da31b8a1885f2 description: '' health_score: 100.0 @@ -137050,8 +143212,8 @@ https://itnext.io/crd-is-just-a-table-in-kubernetes-13e15367bbe4: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/database-migrations-on-kubernetes-using-helm-hooks-fb80c0d97805: + addition_method: manual ai_summary: An actionable production playbook detailing how to coordinate database schema upgrades prior to application deployment using Helm release hooks. It discusses failure rollbacks and job design patterns for modern pipelines. @@ -137077,8 +143239,8 @@ https://itnext.io/database-migrations-on-kubernetes-using-helm-hooks-fb80c0d9780 v2_locations: - helm.md year: N/A - addition_method: manual https://itnext.io/databases-in-a-kubernetes-angular-net-core-microservice-arch-a0c0ae23dca9: + addition_method: manual content_hash: 2ae47bcc58e48867f51bf6014eeecbce09d1162086d2919ca9408ef2398044f1 description: '' health_score: 100.0 @@ -137094,8 +143256,8 @@ https://itnext.io/databases-in-a-kubernetes-angular-net-core-microservice-arch-a v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/deciphering-the-kubernetes-networking-maze-navigating-load-balance-bgp-ipvs-and-beyond-7123ef428572: + addition_method: manual content_hash: 01721b609b2630dae7dce8ef27c7e608c3027d77395fba1e7889ab3ad89d7ab4 description: '' health_score: 100.0 @@ -137111,8 +143273,8 @@ https://itnext.io/deciphering-the-kubernetes-networking-maze-navigating-load-bal v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/deploy-argo-cd-with-ingress-and-tls-in-three-steps-no-yaml-yak-shaving-required-bc536d401491: + addition_method: manual content_hash: d2169503f068ca1a935e3b3caefad9d21f67ce47426c8eb3ad068baa0c11c014 description: '' health_score: 100.0 @@ -137128,8 +143290,8 @@ https://itnext.io/deploy-argo-cd-with-ingress-and-tls-in-three-steps-no-yaml-yak v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/deploy-flexible-and-custom-setups-with-anything-llm-on-kubernetes-a2b5687f2bcc: + addition_method: manual ai_summary: Architectural guide outlining the step-by-step deployment of Anything LLM on Kubernetes. Addresses persistent storage provisioning, ingress configurations, and connecting the stack with external Ollama or vLLM backends. @@ -137155,8 +143317,8 @@ https://itnext.io/deploy-flexible-and-custom-setups-with-anything-llm-on-kuberne v2_locations: - ai.md year: N/A - addition_method: manual https://itnext.io/deploy-kubernetes-k8s-on-amazon-aws-using-mixed-on-demand-and-spot-instances-5440e5bece7: + addition_method: manual ai_summary: Deep technical walkthrough of designing highly resilient clusters on AWS mixing On-Demand and Spot Node Groups. Demonstrates taints, tolerations, and affinity configuration policies designed to protect critical workloads from Spot @@ -137186,8 +143348,8 @@ https://itnext.io/deploy-kubernetes-k8s-on-amazon-aws-using-mixed-on-demand-and- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/deploy-your-first-serverless-function-to-kubernetes-232307f7b0a9: + addition_method: manual content_hash: 665513ca07b9e65f2d4b4a8abdafc5525fac6b6f5dcfb8bc540239745cf74598 description: '' health_score: 100.0 @@ -137202,8 +143364,8 @@ https://itnext.io/deploy-your-first-serverless-function-to-kubernetes-232307f7b0 v2_locations: - serverless.md year: N/A - addition_method: manual https://itnext.io/devops-big-picture-on-premises-d07f61d6c34c: + addition_method: manual content_hash: 4953469f44a364e51d2d29b7487a0304733665e334381368e3fd96d91f6ca25c description: '' health_score: 100.0 @@ -137218,8 +143380,8 @@ https://itnext.io/devops-big-picture-on-premises-d07f61d6c34c: v2_locations: - devops.md year: N/A - addition_method: manual https://itnext.io/difference-between-fabric8-and-official-kubernetes-java-client-3e0a994fd4af: + addition_method: manual content_hash: ef3e7139068c826caf3bedf4dcd3662a8de111c9e35b8986e64d470d3a1d6cfb description: '' health_score: 100.0 @@ -137235,8 +143397,8 @@ https://itnext.io/difference-between-fabric8-and-official-kubernetes-java-client v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://itnext.io/differences-between-websockets-and-socket-io-a9e5fa29d3dc: + addition_method: manual content_hash: a2fdf18975ca0eff561657ca73c84e02be50b5f4937a3baabc10b1f7c6e5a707 description: '' health_score: 100.0 @@ -137251,8 +143413,8 @@ https://itnext.io/differences-between-websockets-and-socket-io-a9e5fa29d3dc: v2_locations: - api.md year: N/A - addition_method: manual https://itnext.io/distroless-container-debugging-on-k8s-openshift-e418fd66fdad: + addition_method: manual content_hash: 1696f1bb427d023dff58ac15d4dbfa000d59b25df49295633cb92a38d2bbce14 description: '' health_score: 100.0 @@ -137267,8 +143429,8 @@ https://itnext.io/distroless-container-debugging-on-k8s-openshift-e418fd66fdad: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://itnext.io/do-you-need-multi-clusters-6e58556f7f06: + addition_method: manual content_hash: e428630f98bb167576833430a819846800f552300e52ec77e07d76ab83e67ef4 description: '' health_score: 100.0 @@ -137283,8 +143445,8 @@ https://itnext.io/do-you-need-multi-clusters-6e58556f7f06: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/docker-and-kubernetes-root-vs-privileged-9d2a37453dec: + addition_method: manual content_hash: 6b9e396bab18f87fd819436710e5c38d54ac880efb219c4b056fbdf6f6c92f37 description: '' health_score: 100.0 @@ -137299,8 +143461,8 @@ https://itnext.io/docker-and-kubernetes-root-vs-privileged-9d2a37453dec: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/docker-in-docker-521958d34efd: + addition_method: manual content_hash: b6c7941c7f4f0574b6ba8754d742900f9382e027ac80a340f2987940b4965851 description: '' health_score: 100.0 @@ -137315,8 +143477,8 @@ https://itnext.io/docker-in-docker-521958d34efd: v2_locations: - jenkins.md year: N/A - addition_method: manual https://itnext.io/docker-kaniko-buildah-209abdde5f94: + addition_method: manual content_hash: f153ab5678ef0cbf617a56d5d5fac8510f64532b56a54e3d2c8262d5e5833284 description: '' health_score: 100.0 @@ -137331,8 +143493,8 @@ https://itnext.io/docker-kaniko-buildah-209abdde5f94: v2_locations: - container-managers.md year: N/A - addition_method: manual https://itnext.io/effective-secrets-with-vault-and-kubernetes-9af5f5c04d06: + addition_method: manual ai_summary: Explains HashiCorp Vault integration inside Kubernetes environments. Illustrates the Vault Agent Sidecar Injector mechanism, allowing target workloads to resolve credentials directly. @@ -137358,8 +143520,8 @@ https://itnext.io/effective-secrets-with-vault-and-kubernetes-9af5f5c04d06: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/embracing-failures-and-cutting-infrastructure-costs-spot-instances-in-kubernetes-6976781beacc: + addition_method: manual content_hash: 4c7752aa4805f744b14cab0f0f1f4d04a0d5116febc6480b9d6b4c530a97359e description: '' health_score: 100.0 @@ -137375,8 +143537,8 @@ https://itnext.io/embracing-failures-and-cutting-infrastructure-costs-spot-insta v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/event-driven-architectures-with-kafka-and-java-spring-boot-revision-1-c0d43d103ee7: + addition_method: manual content_hash: e2fe1f1fac77a43b3aeaea2881f4b41b483edd4bacf8dadedeaaadaaa118c09c description: '' health_score: 100.0 @@ -137392,8 +143554,8 @@ https://itnext.io/event-driven-architectures-with-kafka-and-java-spring-boot-rev v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/event-driven-autoscaling-503b5cefaa49: + addition_method: manual content_hash: 795e6ab6d61ca027c2fd7447bbfaef01c49036eb8f4a96b2a4a7b3ac9f38e8aa description: '' health_score: 100.0 @@ -137408,8 +143570,8 @@ https://itnext.io/event-driven-autoscaling-503b5cefaa49: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://itnext.io/evolution-of-paases-to-platform-as-code-in-kubernetes-world-74464b0013ca: + addition_method: manual content_hash: 080edf245e54d55fc8d07f51c7154bf7dea43c56b243740a3e694983903bc380 description: '' health_score: 100.0 @@ -137424,8 +143586,8 @@ https://itnext.io/evolution-of-paases-to-platform-as-code-in-kubernetes-world-74 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/expose-open-policy-agent-gatekeeper-constraint-violations-with-prometheus-and-grafana-6b7ac92ea07f: + addition_method: manual content_hash: 4dd440091f88fb28b639bbca88fc6218ab0524901fdfebc79482ea4e047cb88d description: '' health_score: 100.0 @@ -137441,8 +143603,8 @@ https://itnext.io/expose-open-policy-agent-gatekeeper-constraint-violations-with v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/extending-kubernetes-cluster-kubectl-plugins-and-krew-547a8bc839a3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -137456,8 +143618,8 @@ https://itnext.io/extending-kubernetes-cluster-kubectl-plugins-and-krew-547a8bc8 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/find-issues-in-your-istio-mesh-with-kiali-89d37d5e1fb1: + addition_method: manual ai_summary: Demonstrates how to diagnose, troubleshoot, and fix misconfigured routing rules and service-to-service communication failures using Kiali. Teaches developers how to read the visual topological graph to pinpoint bottlenecks and broken security @@ -137486,8 +143648,8 @@ https://itnext.io/find-issues-in-your-istio-mesh-with-kiali-89d37d5e1fb1: v2_locations: - istio.md year: N/A - addition_method: manual https://itnext.io/fleet-management-of-kubernetes-clusters-at-scale-ranchers-fleet-de161cc52325: + addition_method: manual content_hash: 9c7788cd1be50ec2b86f2c04a33b80ef68973eecc2b78e75820ef9c40a8874cc description: '' health_score: 100.0 @@ -137503,8 +143665,8 @@ https://itnext.io/fleet-management-of-kubernetes-clusters-at-scale-ranchers-flee v2_locations: - rancher.md year: N/A - addition_method: manual https://itnext.io/for-developers-the-low-code-winter-is-coming-76875d3606c0: + addition_method: manual ai_summary: A skeptical investigation warning developers of the architectural limitations associated with low-code tools. Highlights scalability, proprietary vendor lock-in, and technical debt risks. @@ -137530,8 +143692,8 @@ https://itnext.io/for-developers-the-low-code-winter-is-coming-76875d3606c0: v2_locations: - lowcode-nocode.md year: N/A - addition_method: manual https://itnext.io/generating-kubernetes-network-policies-by-sniffing-network-traffic-6d5135fe77db: + addition_method: manual content_hash: b65fa15a2602f16506a06b44cca278eb4e2ea81ad1677616ab7a7865cf6008d9 description: '' health_score: 100.0 @@ -137547,8 +143709,8 @@ https://itnext.io/generating-kubernetes-network-policies-by-sniffing-network-tra v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/generating-transforming-and-patching-kubernetes-configuration-with-kustomize-fb7b02476a1b: + addition_method: manual content_hash: ac6c0b6b0ceb94074511ec3c89534aac06f459cf28ec671ece73b568947c4e26 description: '' health_score: 100.0 @@ -137564,8 +143726,8 @@ https://itnext.io/generating-transforming-and-patching-kubernetes-configuration- v2_locations: - kustomize.md year: N/A - addition_method: manual https://itnext.io/generically-working-with-kubernetes-resources-in-go-53bce678f887: + addition_method: manual ai_summary: Curator Insight highlights the use of Go 1.18+ generics to drastically reduce boilerplate when interacting with various Kubernetes API types. Live Grounding confirms that while standard client-go uses dynamic clients or interface{} for @@ -137597,8 +143759,8 @@ https://itnext.io/generically-working-with-kubernetes-resources-in-go-53bce678f8 - golang.md - about.md year: N/A - addition_method: manual https://itnext.io/getting-started-with-docker-facts-you-should-know-d000e5815598: + addition_method: manual content_hash: f8ca248fbe0a3a4368c6a0f3431f5e2c9ba9a9e0937dd72e8b791ad7e2d5b12d description: '' health_score: 100.0 @@ -137613,8 +143775,8 @@ https://itnext.io/getting-started-with-docker-facts-you-should-know-d000e5815598 v2_locations: - docker.md year: N/A - addition_method: manual https://itnext.io/github-actions-for-android-developers-9ae606df2bfa: + addition_method: manual ai_summary: An specialized Android delivery guide detailing Gradle task pipelines, local caching parameters, and fastlane integrations inside Actions environments. complexity: Intermediate @@ -137640,8 +143802,8 @@ https://itnext.io/github-actions-for-android-developers-9ae606df2bfa: v2_locations: - git.md year: N/A - addition_method: manual https://itnext.io/github-actions-terraform-deployments-with-a-review-of-planned-changes-30143358bb5c: + addition_method: manual content_hash: f2f2314b291be7cb4fb0123dc7257c50d2a8f9c3bd2c8814893895d0151d6208 description: '' health_score: 100.0 @@ -137657,8 +143819,8 @@ https://itnext.io/github-actions-terraform-deployments-with-a-review-of-planned- v2_locations: - terraform.md year: N/A - addition_method: manual https://itnext.io/github-github-actions-overview-and-argocd-deployment-example-b6cf0cf6f832: + addition_method: manual content_hash: 6b783edd4859b2d6c873c3eadd69cf14acb426c3fc16e56112b386ba634f75dc description: '' health_score: 100.0 @@ -137673,8 +143835,8 @@ https://itnext.io/github-github-actions-overview-and-argocd-deployment-example-b v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/gitops-with-kubernetes-740f37ea015b: + addition_method: manual content_hash: 4e43f6e6da4ac95a503e1db93871e3d8a173201fc94d761e78fdeeb2ef81fcb9 description: '' health_score: 100.0 @@ -137689,8 +143851,8 @@ https://itnext.io/gitops-with-kubernetes-740f37ea015b: v2_locations: - gitops.md year: N/A - addition_method: manual https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3043452: + addition_method: manual ai_summary: A granular guide on uniting Flux CD and Crossplane. Details the construction of continuous GitOps pipelines where infrastructure drifts are self-reconciled using Flux's lightweight controllers. @@ -137717,8 +143879,8 @@ https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3 v2_locations: - crossplane.md year: N/A - addition_method: manual https://itnext.io/go-does-not-need-a-java-style-gc-ac99b8d26c60: + addition_method: manual ai_summary: An in-depth structural comparison of memory management in Go and Java. Explores value types and compiler escape analysis to explain why Go achieves sub-millisecond latencies without complex garbage collection. @@ -137745,8 +143907,8 @@ https://itnext.io/go-does-not-need-a-java-style-gc-ac99b8d26c60: v2_locations: - golang.md year: N/A - addition_method: manual https://itnext.io/guide-installing-an-okd-4-5-cluster-508a2631cbee: + addition_method: manual content_hash: f0217c87f64659219fda89b504208558cd17c6fabb93392b1e6386ae8c6913de description: '' health_score: 100.0 @@ -137756,8 +143918,8 @@ https://itnext.io/guide-installing-an-okd-4-5-cluster-508a2631cbee: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111: + addition_method: manual ai_summary: A deep engineering manual on configuring Secure Computing Mode (seccomp) within Docker and Kubernetes orchestrations. Includes practical code steps for auditing, building custom whitelist system call filters, and enforcing compliance @@ -137784,8 +143946,8 @@ https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111: v2_locations: - devsecops.md year: N/A - addition_method: manual https://itnext.io/hardening-monitoring-a-step-by-step-guide-7a18007c915: + addition_method: manual content_hash: 08c690ea6e69af01230e8c7b0969014544cc75bef8ecd3eece1caf04af801ea7 description: '' health_score: 100.0 @@ -137800,8 +143962,8 @@ https://itnext.io/hardening-monitoring-a-step-by-step-guide-7a18007c915: v2_locations: - prometheus.md year: N/A - addition_method: manual https://itnext.io/helm-3-secrets-management-4f23041f05c3: + addition_method: manual ai_summary: Evaluates secure Helm-based secrets management frameworks. Recommends replacing plaintext repository definitions with encrypted structures via Mozilla SOPS or automated Cloud KMS key-wrapping protocols. @@ -137827,8 +143989,8 @@ https://itnext.io/helm-3-secrets-management-4f23041f05c3: v2_locations: - devsecops.md year: N/A - addition_method: manual https://itnext.io/helm-3-umbrella-charts-standalone-chart-image-tags-an-alternative-approach-78a218d74e2d: + addition_method: manual ai_summary: Architectural deep-dive illustrating the 'Umbrella Charts' pattern. Solves image-tag syncing issues in large microservice landscapes by overriding nested parameters from a root deployment chart. @@ -137856,8 +144018,8 @@ https://itnext.io/helm-3-umbrella-charts-standalone-chart-image-tags-an-alternat v2_locations: - helm.md year: N/A - addition_method: manual https://itnext.io/helm-is-not-enough-you-also-need-kustomize-82bae896816e: + addition_method: manual content_hash: 5494e9dd88181d9a7ca3cfea7a2cfd809a8e435e1c0006927b165d3c711c4b8e description: '' health_score: 100.0 @@ -137872,8 +144034,8 @@ https://itnext.io/helm-is-not-enough-you-also-need-kustomize-82bae896816e: v2_locations: - kustomize.md year: N/A - addition_method: manual https://itnext.io/helm-reusable-chart-named-templates-and-a-generic-chart-for-multiple-applications-13d9b26e9244: + addition_method: manual ai_summary: A deep-dive article addressing advanced Go template techniques in Helm, specifically targeting the creation of reusable library charts. It offers a blueprint for building a single, highly flexible parent chart that can deploy diverse microservice @@ -137901,8 +144063,8 @@ https://itnext.io/helm-reusable-chart-named-templates-and-a-generic-chart-for-mu v2_locations: - helm.md year: N/A - addition_method: manual https://itnext.io/highly-available-nfs-cluster-in-kubernetes-a-cloud-vendor-independent-storage-solution-f9a314cfdfcc: + addition_method: manual content_hash: 03ff575783e5eb8902bb14c35fbee8b49718a9a1b8839d4c06c788d08458ed90 description: '' health_score: 100.0 @@ -137918,8 +144080,8 @@ https://itnext.io/highly-available-nfs-cluster-in-kubernetes-a-cloud-vendor-inde v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://itnext.io/horizontal-pod-autoscaling-with-custom-metric-from-different-namespace-f19f8446143b: + addition_method: manual content_hash: 177902269fefa2cac13564a930efb70cfebc7e3c0951caf52c19abd16e5a4f8b description: '' health_score: 100.0 @@ -137935,8 +144097,8 @@ https://itnext.io/horizontal-pod-autoscaling-with-custom-metric-from-different-n v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://itnext.io/how-do-you-gracefully-shut-down-pods-in-kubernetes-fb19f617cd67: + addition_method: manual content_hash: 8d3c3717681ba7b84d97823703f3c4cc87441f9fca3e866959c6980608eedb5e description: '' health_score: 100.0 @@ -137951,8 +144113,8 @@ https://itnext.io/how-do-you-gracefully-shut-down-pods-in-kubernetes-fb19f617cd6 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/how-to-build-an-event-driven-asp-net-core-microservice-architecture-e0ef2976f33f: + addition_method: manual content_hash: 8a14a82dbb34bce3425ef62ffaeb2a6aac3f10424255f7a7841396d2f3e3977b description: '' health_score: 100.0 @@ -137967,8 +144129,8 @@ https://itnext.io/how-to-build-an-event-driven-asp-net-core-microservice-archite v2_locations: - dotnet.md year: N/A - addition_method: manual https://itnext.io/how-to-cold-start-fast-a-java-service-on-k8s-eks-3a7b4450845d: + addition_method: manual ai_summary: Engineering exploration highlighting techniques to minimize startup latency for Spring Boot/Quarkus container images, leveraging GraalVM, CRaC, or CPU shares. @@ -137994,8 +144156,8 @@ https://itnext.io/how-to-cold-start-fast-a-java-service-on-k8s-eks-3a7b4450845d: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://itnext.io/how-to-create-kubernetes-home-lab-on-an-old-laptop-1de6cc12c13e: + addition_method: manual content_hash: 76bab06c9d565df67f56beed1dfda32d240dcb2532671675c0f704aa27a27c7b description: '' health_score: 100.0 @@ -138010,8 +144172,8 @@ https://itnext.io/how-to-create-kubernetes-home-lab-on-an-old-laptop-1de6cc12c13 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45: + addition_method: manual ai_summary: A step-by-step technical guide introducing structural patterns for authoring Kubernetes configurations. Synthesizes practical methods like IDE snippets, schema integrations, and kubectl dry-run options to bypass syntax roadblocks. @@ -138039,8 +144201,8 @@ https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://itnext.io/how-to-deploy-a-cross-cloud-kubernetes-cluster-with-built-in-disaster-recovery-bbce27fcc9d7: + addition_method: manual content_hash: ecb892784d7f9eea91ca3642482bc2474f0c9da5d69b3fe9c5317a9f8c87f425 description: '' health_score: 100.0 @@ -138056,8 +144218,8 @@ https://itnext.io/how-to-deploy-a-cross-cloud-kubernetes-cluster-with-built-in-d v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/how-to-deploy-a-single-kubernetes-cluster-across-multiple-clouds-using-k3s-and-wireguard-a5ae176a6e81: + addition_method: manual content_hash: 7902a3e89a1751b36c419664d9f0d77db49a1634bf83fb06acb138b4273590b8 description: '' health_score: 100.0 @@ -138073,8 +144235,8 @@ https://itnext.io/how-to-deploy-a-single-kubernetes-cluster-across-multiple-clou v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/how-to-design-and-provision-a-production-ready-eks-cluster-f24156ac29b2: + addition_method: manual content_hash: c514623f9320640e9ae87c91bbf6f9f7016cfa4d72585ea4886bd25fa2d0a7a7 description: '' health_score: 100.0 @@ -138089,8 +144251,8 @@ https://itnext.io/how-to-design-and-provision-a-production-ready-eks-cluster-f24 v2_locations: - terraform.md year: N/A - addition_method: manual https://itnext.io/how-to-experiment-locally-on-kubernetes-with-minikube-and-your-local-dockerfiles-48833fcd90c9: + addition_method: manual content_hash: bbd934ea21e51a6df462768e8b71e862160db8642dd7effe180d9ccc4aa9d97f description: '' health_score: 100.0 @@ -138101,8 +144263,8 @@ https://itnext.io/how-to-experiment-locally-on-kubernetes-with-minikube-and-your v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://itnext.io/how-to-kubernetes-cluster-network-security-f19bc99161f5: + addition_method: manual ai_summary: A detailed technical guide explaining network security configurations within Kubernetes clusters. It demonstrates how to write and apply zero-trust Network Policies to restrict pod-to-pod and egress traffic effectively. @@ -138128,8 +144290,8 @@ https://itnext.io/how-to-kubernetes-cluster-network-security-f19bc99161f5: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961: + addition_method: manual content_hash: 1d855e45911087583c3b98186a33b519221a502360489948e9f4616f25464c03 description: '' health_score: 100.0 @@ -138144,8 +144306,8 @@ https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://itnext.io/how-to-run-distributed-performance-tests-in-kubernetes-with-k6-and-elasticsearch-4ff8142bc774: + addition_method: manual content_hash: f3bbe9f34bf1bcd5cbe53456c2023f7566b19b66798a70b7f80e21c441ea8acb description: '' health_score: 100.0 @@ -138155,8 +144317,8 @@ https://itnext.io/how-to-run-distributed-performance-tests-in-kubernetes-with-k6 v1_locations: - docs/qa.md year: N/A - addition_method: manual https://itnext.io/how-to-setup-ci-cd-pipelines-for-android-with-azure-devops-2a4ded0de0e7: + addition_method: manual content_hash: 964c6656f269a1b1a76e81094531eadd5b5c1f4196a94121f0e1d66103512bb4 description: '' health_score: 100.0 @@ -138171,8 +144333,8 @@ https://itnext.io/how-to-setup-ci-cd-pipelines-for-android-with-azure-devops-2a4 v2_locations: - azure.md year: N/A - addition_method: manual https://itnext.io/how-to-tackle-kubernetes-observability-challenges-with-pixie-4c6414ca913: + addition_method: manual ai_summary: Explains how to use Pixie, an eBPF-driven platform, to achieve instant observability on Kubernetes clusters. Demonstrates capturing system-wide HTTP traffic, db queries, and CPU profiles with zero code instrumenting overhead. @@ -138198,8 +144360,8 @@ https://itnext.io/how-to-tackle-kubernetes-observability-challenges-with-pixie-4 v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://itnext.io/how-to-use-terraform-to-create-a-small-scale-cloud-infrastructure-abf54fabc9dd: + addition_method: manual content_hash: 1a6ea9dcffac12c7e290e60ac62c9dae09f26acf0a588026628726d3a930ba01 description: '' health_score: 100.0 @@ -138215,8 +144377,8 @@ https://itnext.io/how-to-use-terraform-to-create-a-small-scale-cloud-infrastruct v2_locations: - terraform.md year: N/A - addition_method: manual https://itnext.io/how-we-used-terraform-to-create-and-manage-a-ha-aks-kubernetes-cluster-in-azure-812f64896c08: + addition_method: manual content_hash: eb00034d330ada04470d947e91629ca6127c525945a693a58fe8e48033295a99 description: '' health_score: 100.0 @@ -138232,9 +144394,9 @@ https://itnext.io/how-we-used-terraform-to-create-and-manage-a-ha-aks-kubernetes v2_locations: - terraform.md year: N/A - addition_method: manual ? https://itnext.io/hydrating-a-data-lake-using-log-based-change-data-capture-cdc-with-debezium-apicurio-and-kafka-799671e0012f -: content_hash: e79bcbb8bff5f69dad749afd8ca491aa922a4615fb9e3e2737200fef2d7a4937 +: addition_method: manual + content_hash: e79bcbb8bff5f69dad749afd8ca491aa922a4615fb9e3e2737200fef2d7a4937 description: '' health_score: 100.0 last_checked: 1779033788.628525 @@ -138249,8 +144411,8 @@ https://itnext.io/how-we-used-terraform-to-create-and-manage-a-ha-aks-kubernetes v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/implementing-a-restricted-first-pod-security-policyarchitecture-af4e906593b0: + addition_method: manual ai_summary: 'Curator Insight: Practical implementation guide for designing restricted PSP parameters. Live Grounding: Highly detailed historically, but lacks application in modern environments where PSS or Kyverno is required.' @@ -138277,8 +144439,8 @@ https://itnext.io/implementing-a-restricted-first-pod-security-policyarchitectur v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/in-search-of-converged-usage-analytics-for-multiple-managed-kubernetes-c5108cb7f0e1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -138292,8 +144454,8 @@ https://itnext.io/in-search-of-converged-usage-analytics-for-multiple-managed-ku v2_locations: - monitoring.md year: N/A - addition_method: manual https://itnext.io/ingress-for-anthos-multi-cluster-ingress-and-global-service-load-balancing-c56c57b97e82: + addition_method: manual content_hash: a9959cde46d0173169c426a60b327b6ebea21323b2cbe913d9daa87cdf0a3d2b description: '' health_score: 100.0 @@ -138309,8 +144471,8 @@ https://itnext.io/ingress-for-anthos-multi-cluster-ingress-and-global-service-lo v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://itnext.io/inspecting-and-understanding-service-network-dfd8c16ff2c5: + addition_method: manual content_hash: ea0fc47314371a43c271c004a58b5815704552ee953f04d6b820837f79c7b014 description: '' health_score: 100.0 @@ -138325,8 +144487,8 @@ https://itnext.io/inspecting-and-understanding-service-network-dfd8c16ff2c5: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/installing-cilium-on-kubernetes-in-a-fast-and-efficient-way-dbcb79ce9699: + addition_method: manual content_hash: 34083206b6d134bbbcf60eeb58a3551266b59867beb5fc71cc57fca54d512953 description: '' health_score: 100.0 @@ -138341,8 +144503,8 @@ https://itnext.io/installing-cilium-on-kubernetes-in-a-fast-and-efficient-way-db v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/integrating-compliance-for-kubernetes-pipeline-c538415401c5: + addition_method: manual content_hash: 9192d416cc0100c4e470a502a2088239be3a980d092f89996ae17317ed29cef5 description: '' health_score: 100.0 @@ -138357,8 +144519,8 @@ https://itnext.io/integrating-compliance-for-kubernetes-pipeline-c538415401c5: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/introduction-to-kubernetes-security-for-security-professionals-a61b424f7a2a: + addition_method: manual ai_summary: Bridges the gap between traditional security methodologies and cloud-native container structures for cybersecurity practitioners. Curator insight maps standard risk controls to container security contexts, networking policies, and etcd encryption. @@ -138386,8 +144548,8 @@ https://itnext.io/introduction-to-kubernetes-security-for-security-professionals v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/isolating-and-managing-dependencies-in-12-factor-microservice-applications-with-kubernetes-988638f8bc6d: + addition_method: manual content_hash: 39f46a3f594db3dd429e05e6d5eaa7fd9f6780e7b12caaeb71587e099ff1fa63 description: '' health_score: 100.0 @@ -138403,8 +144565,8 @@ https://itnext.io/isolating-and-managing-dependencies-in-12-factor-microservice- v2_locations: - introduction.md year: N/A - addition_method: manual https://itnext.io/jenkins-running-workers-in-kubernetes-and-docker-images-build-83299a10f3ca: + addition_method: manual content_hash: c8aab039ebff9b1c11b0362b90ba82f8a769a47c071fd503968a119fd1329a0b description: '' health_score: 100.0 @@ -138419,8 +144581,8 @@ https://itnext.io/jenkins-running-workers-in-kubernetes-and-docker-images-build- v2_locations: - jenkins.md year: N/A - addition_method: manual https://itnext.io/jenkins-tutorial-part-1-pipelines-bd1397cf5509: + addition_method: manual content_hash: 8568fe7397033ab52297e48e2def872a8ef57a7baa06d875d5c9a4fd41cd1549 description: '' health_score: 100.0 @@ -138435,8 +144597,8 @@ https://itnext.io/jenkins-tutorial-part-1-pipelines-bd1397cf5509: v2_locations: - jenkins.md year: N/A - addition_method: manual https://itnext.io/jenkins-tutorial-part-2-pipeline-variables-5e4783aa2c07: + addition_method: manual content_hash: 80841a9884a9344b3b547f037e18ec962016514175b90613fbd793fbc301292f description: '' health_score: 100.0 @@ -138446,8 +144608,8 @@ https://itnext.io/jenkins-tutorial-part-2-pipeline-variables-5e4783aa2c07: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://itnext.io/jenkins-tutorial-part-3-parameterized-pipeline-3898643ac6ad: + addition_method: manual content_hash: 08d54fff4f70e680f0338832319ab876fcc8a4fb7128718fcb68b17b32877ec0 description: '' health_score: 100.0 @@ -138457,8 +144619,8 @@ https://itnext.io/jenkins-tutorial-part-3-parameterized-pipeline-3898643ac6ad: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c: + addition_method: manual content_hash: 0b7888ed1895b6b558e936cf41c78663e5e3eb5e613f73c41ef9557dab5e5a58 description: '' health_score: 100.0 @@ -138468,8 +144630,8 @@ https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c?gi=563a447caa2b: + addition_method: manual content_hash: 0b7888ed1895b6b558e936cf41c78663e5e3eb5e613f73c41ef9557dab5e5a58 description: '' health_score: 100.0 @@ -138479,8 +144641,8 @@ https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c?gi= v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://itnext.io/jenkins-x-managing-jenkins-926f0e0f8bcf: + addition_method: manual content_hash: ba94c3c550fab03f31a1df9658bea9577084e21ab82cc050209298f0eb7b69c8 description: '' health_score: 100.0 @@ -138495,8 +144657,8 @@ https://itnext.io/jenkins-x-managing-jenkins-926f0e0f8bcf: v2_locations: - jenkins.md year: N/A - addition_method: manual https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-6abd625c60fe: + addition_method: manual ai_summary: Follows a microservice application from development to full-scale production deployment on Kubernetes, focusing on ingress, security, and scaling. Curator insight breaks down architectural steps, including secure service routing and @@ -138526,8 +144688,8 @@ https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-bdfe795532ef: + addition_method: manual content_hash: ce91403ea9677fa852c9db447b6880d7a38e363c6bf2587f946e264f59ef175e description: '' health_score: 100.0 @@ -138542,8 +144704,8 @@ https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world- v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/k8s-prevent-queue-worker-pod-from-being-killed-during-deployment-4252ea7c13f6: + addition_method: manual ai_summary: Provides concrete technical implementation strategies to prevent abrupt termination of active queue worker Pods during rolling Kubernetes updates. It details the effective utilization of `preStop` hooks and graceful shutdown signals @@ -138574,8 +144736,8 @@ https://itnext.io/k8s-prevent-queue-worker-pod-from-being-killed-during-deployme - message-queue.md - kubernetes.md year: N/A - addition_method: manual https://itnext.io/k8s-raise-statefulset-volume-size-with-low-impact-33fe1e2576f6: + addition_method: manual content_hash: bca082bb981cbe5923ae8f89055df779ef263ff995c81908859ca68c71ef3d7c description: '' health_score: 100.0 @@ -138590,8 +144752,8 @@ https://itnext.io/k8s-raise-statefulset-volume-size-with-low-impact-33fe1e2576f6 v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/k8s-tips-accessing-the-api-server-from-a-pod-f6f72bc847de: + addition_method: manual content_hash: 9ae04ee750e16c40ae98f0e1ffd2f7b2dd5a0cd690eb6e8da8488a73ddd1b30e description: '' health_score: 100.0 @@ -138606,8 +144768,8 @@ https://itnext.io/k8s-tips-accessing-the-api-server-from-a-pod-f6f72bc847de: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/k8s-vertical-pod-autoscaling-fd9e602cbf81: + addition_method: manual content_hash: 7441ca26e08eb7c1dd669670a721524be5399ef7127f1545dc2174f02b540b9f description: '' health_score: 100.0 @@ -138622,8 +144784,8 @@ https://itnext.io/k8s-vertical-pod-autoscaling-fd9e602cbf81: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65: + addition_method: manual ai_summary: In-depth guide configuring a fully offline AI diagnostics engine inside protected networks. Combines K8sGPT analytical tooling with LocalAI offline LLMs to safeguard internal data streams. @@ -138650,8 +144812,8 @@ https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de v2_locations: - chatgpt.md year: N/A - addition_method: manual https://itnext.io/karpenter-open-source-high-performance-kubernetes-cluster-autoscaler-d56e3ab06aae: + addition_method: manual content_hash: a80f05573ed7b5c6e8abd1b2bc386a3f7724d1d3ed68b55a0bb4d77ce2d54aa7 description: '' health_score: 100.0 @@ -138666,8 +144828,8 @@ https://itnext.io/karpenter-open-source-high-performance-kubernetes-cluster-auto v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://itnext.io/keep-it-simple-k8s-c0c68c46eabb: + addition_method: manual content_hash: f53ad4801cbd2a2a9ab984f2d288a8b11f32cc275e81becb050f96fb59fcf436 description: '' health_score: 100.0 @@ -138682,8 +144844,8 @@ https://itnext.io/keep-it-simple-k8s-c0c68c46eabb: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://itnext.io/kubernetes-apps-the-easy-way-f06d9e5cad3c: + addition_method: manual content_hash: 1e4e4246ed7fc9ee18e7d655d25025a116f25f5550fee6330edc5c881a9c2f02 description: '' health_score: 100.0 @@ -138700,8 +144862,8 @@ https://itnext.io/kubernetes-apps-the-easy-way-f06d9e5cad3c: - kubernetes-tools.md - serverless.md year: N/A - addition_method: manual https://itnext.io/kubernetes-cluster-autoscaler-more-than-scaling-out-7b2d97f10b27: + addition_method: manual content_hash: 15ce0fb9748018425412eefa7c25316b573f54ce09d69b37880cfda7d148e375 description: '' health_score: 100.0 @@ -138716,8 +144878,8 @@ https://itnext.io/kubernetes-cluster-autoscaler-more-than-scaling-out-7b2d97f10b v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://itnext.io/kubernetes-contexts-complete-guide-for-developers-7ea5b2fc75c7: + addition_method: manual content_hash: e7510fd20eab2b0d530a3e169cac3ad0742920e9ce7ad6b3ab00e0eaef12f966 description: '' health_score: 100.0 @@ -138732,8 +144894,8 @@ https://itnext.io/kubernetes-contexts-complete-guide-for-developers-7ea5b2fc75c7 v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://itnext.io/kubernetes-draining-nodes-properly-79e18dca4d5e: + addition_method: manual content_hash: bf38e8039ca30098018de13c91df95650dddbefcba634c5fc2677971d196a509 description: '' health_score: 100.0 @@ -138748,8 +144910,8 @@ https://itnext.io/kubernetes-draining-nodes-properly-79e18dca4d5e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-essential-tools-2021-def12e84c572: + addition_method: manual content_hash: d73a9d2658e7bf80cb848a6d9e589571652ec100756bec5a5ad002eae9b2c973 description: '' health_score: 100.0 @@ -138766,8 +144928,8 @@ https://itnext.io/kubernetes-essential-tools-2021-def12e84c572: - kubernetes-tools.md - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-extensibility-c5fed27f0952: + addition_method: manual content_hash: 1fe41ada3173df3ca27c74c7aee85d4c48dfe77927686c7e1e6f50fd56750c24 description: '' health_score: 100.0 @@ -138782,8 +144944,8 @@ https://itnext.io/kubernetes-extensibility-c5fed27f0952: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-for-dummies-life-of-a-pod-fc8158e27aa: + addition_method: manual content_hash: 35dd76d2c64dfebc57a1b4925ee22a8d52a13a1c20225f025c7b5baa6ab02df8 description: '' health_score: 100.0 @@ -138793,8 +144955,8 @@ https://itnext.io/kubernetes-for-dummies-life-of-a-pod-fc8158e27aa: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-gitops-tools-cf0247eb5368: + addition_method: manual content_hash: fc41506c17b05b96928b4b33d70c79e588dd56342ecef4cd5607eabb967c2014 description: '' health_score: 100.0 @@ -138809,8 +144971,8 @@ https://itnext.io/kubernetes-gitops-tools-cf0247eb5368: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://itnext.io/kubernetes-in-a-box-7a146ba9f681: + addition_method: manual ai_summary: Technical walkthrough focused on running local lightweight clusters. Guides microservice developers from standard Docker Compose setups into miniature single-node Kubernetes clusters. @@ -138836,8 +144998,8 @@ https://itnext.io/kubernetes-in-a-box-7a146ba9f681: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://itnext.io/kubernetes-ingress-on-azure-using-the-application-gateway-2779b647deb5: + addition_method: manual ai_summary: Integration guide detailing ingress design utilizing Azure Application Gateway (AGIC) with AKS. Explains L7 load balancing, SSL termination, and Azure Web Application Firewall (WAF) integration. Provides highly secure, managed access @@ -138864,8 +145026,8 @@ https://itnext.io/kubernetes-ingress-on-azure-using-the-application-gateway-2779 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/kubernetes-installation-methods-the-complete-guide-1036c860a2b3: + addition_method: manual content_hash: 7d508832950ea4d4f11bb54d9ae925c49e3e07e621b15143ec2eee28a6b9cb67 description: '' health_score: 100.0 @@ -138880,8 +145042,8 @@ https://itnext.io/kubernetes-installation-methods-the-complete-guide-1036c860a2b v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-is-hard-190f1d0c6d36: + addition_method: manual content_hash: 694433e52e85cff0d99cc115d235bce3604790363a700036e175ba499b6198e7 description: '' health_score: 100.0 @@ -138896,8 +145058,8 @@ https://itnext.io/kubernetes-is-hard-190f1d0c6d36: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-journey-up-and-running-out-of-the-cloud-how-to-setup-the-masters-using-kubeadm-9a496a14fbc1: + addition_method: manual ai_summary: An in-depth guide on deploying an on-premises multi-master Kubernetes control plane using kubeadm and HAProxy for load balancing. Walks through the bootstrap token mechanism and control-plane join procedures. Excellent theoretical @@ -138927,8 +145089,8 @@ https://itnext.io/kubernetes-journey-up-and-running-out-of-the-cloud-how-to-setu - kubernetes-on-premise.md - demos.md year: N/A - addition_method: manual https://itnext.io/kubernetes-kustomize-cheat-sheet-8e2d31b74d8f: + addition_method: manual content_hash: 2facb30fb173096c15270e715e3835005d9d86d2d55f791ee60d61c2fb911785 description: '' health_score: 100.0 @@ -138943,8 +145105,8 @@ https://itnext.io/kubernetes-kustomize-cheat-sheet-8e2d31b74d8f: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://itnext.io/kubernetes-load-testing-and-high-load-tuning-problems-and-solutions-244d869a9791: + addition_method: manual content_hash: bec2e6056c08db41a90fdf3905acd80f0042978e82c07c6f921fc9a15ef4074a description: '' health_score: 100.0 @@ -138962,8 +145124,8 @@ https://itnext.io/kubernetes-load-testing-and-high-load-tuning-problems-and-solu - testops.md - kubernetes-autoscaling.md year: N/A - addition_method: manual https://itnext.io/kubernetes-local-playground-alternatives-e1a590632b9f: + addition_method: manual ai_summary: Examines alternative sandbox options for Kubernetes development. Details virtual machine hypervisors and local clustering tools to provide engineers with flexible ways to test complex workloads without cloud costs. @@ -138990,8 +145152,8 @@ https://itnext.io/kubernetes-local-playground-alternatives-e1a590632b9f: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://itnext.io/kubernetes-logging-in-production-545ea88d9a4a: + addition_method: manual ai_summary: Discusses architectural patterns for scale-resilient Kubernetes logging. Compares node-agent logging (DaemonSet) with sidecar injectors, outlining CPU/memory overhead trade-offs for high-volume enterprise traffic. @@ -139017,8 +145179,8 @@ https://itnext.io/kubernetes-logging-in-production-545ea88d9a4a: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://itnext.io/kubernetes-monitoring-with-prometheus-exporters-a-service-discovery-and-its-roles-ce63752e5a1: + addition_method: manual ai_summary: Deconstructs Prometheus service discovery mechanics inside Kubernetes, highlighting the difference between Pod, Service, and Endpoint discovery roles. Demonstrates how exporters expose node and application-level metrics for scrape @@ -139046,8 +145208,8 @@ https://itnext.io/kubernetes-monitoring-with-prometheus-exporters-a-service-disc v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://itnext.io/kubernetes-network-deep-dive-7492341e0ab5: + addition_method: manual content_hash: 1352c58fa61ea9fc6956a01110ec03b53c95c8d2120c5bbf3f0b25ad1071017d description: '' health_score: 100.0 @@ -139062,8 +145224,8 @@ https://itnext.io/kubernetes-network-deep-dive-7492341e0ab5: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/kubernetes-operator-to-manage-jobs-7ee96744c74a: + addition_method: manual content_hash: 9f81323756d2b762f3ed19406b37dbc6fc4903981bbbe6854f09e0abb0754d55 description: '' health_score: 100.0 @@ -139073,8 +145235,8 @@ https://itnext.io/kubernetes-operator-to-manage-jobs-7ee96744c74a: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://itnext.io/kubernetes-operators-cruise-control-for-managing-cloud-native-apps-db328ef8e345: + addition_method: manual content_hash: 5a30a3a876e1ae07acf7782d0fc85cbb23c959a886ee03b1f228de050b9034dc description: '' health_score: 100.0 @@ -139090,8 +145252,8 @@ https://itnext.io/kubernetes-operators-cruise-control-for-managing-cloud-native- v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://itnext.io/kubernetes-owasp-top-10-centralised-policy-enforcement-9adc53438e22: + addition_method: manual ai_summary: Discusses integrating centralized admission control policies (like OPA/Gatekeeper or Kyverno) to mitigate OWASP Kubernetes Top 10 vulnerabilities. Explains how structural constraints on manifests prevent downstream security bypasses. @@ -139117,8 +145279,8 @@ https://itnext.io/kubernetes-owasp-top-10-centralised-policy-enforcement-9adc534 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/kubernetes-owasp-top-10-secrets-management-c996faa87b47: + addition_method: manual ai_summary: Deals with risks concerning exposed credentials and hardcoded parameters within Kubernetes workflows. Walks through mitigation setups in compliance with OWASP guidelines to prevent secrets leakage. @@ -139144,8 +145306,8 @@ https://itnext.io/kubernetes-owasp-top-10-secrets-management-c996faa87b47: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/kubernetes-persistentvolume-and-persistentvolumeclaim-an-overview-with-examples-3c5688222f99: + addition_method: manual content_hash: 7fbebbd95a13ccb8565550bf781cf1c271c0ae73b5b869d7b28f46059d3750cf description: '' health_score: 100.0 @@ -139161,8 +145323,8 @@ https://itnext.io/kubernetes-persistentvolume-and-persistentvolumeclaim-an-overv v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://itnext.io/kubernetes-probes-startup-liveness-readiness-a9fc9ccff4b2: + addition_method: manual content_hash: 4a3675937a24a5567394c39db57b5b0e12cff7ca73bdf9734e28a4d4bd040f19 description: '' health_score: 100.0 @@ -139177,8 +145339,8 @@ https://itnext.io/kubernetes-probes-startup-liveness-readiness-a9fc9ccff4b2: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-rancher-cluster-manager-2-6-on-your-macos-laptop-with-k3d-k3s-in-5-min-8acdb94f3376: + addition_method: manual content_hash: e51751cc79d45d11f70df834458e1510f434d8ce8ec5716d3d7d4eaed5cf0001 description: '' health_score: 100.0 @@ -139194,8 +145356,8 @@ https://itnext.io/kubernetes-rancher-cluster-manager-2-6-on-your-macos-laptop-wi v2_locations: - rancher.md year: N/A - addition_method: manual https://itnext.io/kubernetes-readiness-probes-examples-common-pitfalls-136e3a9a058d: + addition_method: manual content_hash: 2efff23dcb9879255459b8c8bd09b39bf17a192ac593011ace97871802c50f4d description: '' health_score: 100.0 @@ -139210,8 +145372,8 @@ https://itnext.io/kubernetes-readiness-probes-examples-common-pitfalls-136e3a9a0 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-resource-management-in-production-d5382c904ed1: + addition_method: manual content_hash: 4d7c0fab117d7cc1e3288148fe88b2cf1b5887f38b9b0a507e82758c103f8626 description: '' health_score: 100.0 @@ -139226,8 +145388,8 @@ https://itnext.io/kubernetes-resource-management-in-production-d5382c904ed1: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-resources-and-autoscaling-from-basics-to-greatness-7cae17fbf27b: + addition_method: manual content_hash: 768aec49d054a8c309910a4b48a81245fa197f76033c67eb83642f053b0b5b1b description: '' health_score: 100.0 @@ -139243,8 +145405,8 @@ https://itnext.io/kubernetes-resources-and-autoscaling-from-basics-to-greatness- v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://itnext.io/kubernetes-rolling-updates-rollbacks-and-multi-environments-4ff9912df5: + addition_method: manual content_hash: acd7b5ddebd5062ec4ac5eda18d58a00f180b5fea8d0a5e602b9ca68f24346e9 description: '' health_score: 100.0 @@ -139259,8 +145421,8 @@ https://itnext.io/kubernetes-rolling-updates-rollbacks-and-multi-environments-4f v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-running-multiple-container-runtimes-65220b4f9ef4: + addition_method: manual content_hash: c0ba728146c3eac3d67de210e8be513d8a376207c82b7949a68cf92d41b77139 description: '' health_score: 100.0 @@ -139275,8 +145437,8 @@ https://itnext.io/kubernetes-running-multiple-container-runtimes-65220b4f9ef4: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-sandbox-environments-with-virtual-clusters-fb465b296777: + addition_method: manual content_hash: 057b6b1dc0a92d67582760a1c6918c5449b5fba73502db86926eb7e0d768cd75 description: '' health_score: 100.0 @@ -139291,8 +145453,8 @@ https://itnext.io/kubernetes-sandbox-environments-with-virtual-clusters-fb465b29 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-scheduler-deep-dive-fdfcb516be30: + addition_method: manual content_hash: 78012af9ea74e68726e4999da9187b329741df67720b5b5d9ac703fc52902951 description: '' health_score: 100.0 @@ -139307,8 +145469,8 @@ https://itnext.io/kubernetes-scheduler-deep-dive-fdfcb516be30: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-serverless-simply-visually-explained-ccf7be05a689: + addition_method: manual content_hash: 4a4540da9981f3963bd31009004962060cdc0ccf45793422cc41936b39e23773 description: '' health_score: 100.0 @@ -139323,8 +145485,8 @@ https://itnext.io/kubernetes-serverless-simply-visually-explained-ccf7be05a689: v2_locations: - serverless.md year: N/A - addition_method: manual https://itnext.io/kubernetes-service-type-lb-for-on-prem-deployments-89e9b2a73a0c: + addition_method: manual content_hash: e2239166952369227c5f52ece93767b7b44761ec68958fa8a2820385beeea111 description: '' health_score: 100.0 @@ -139339,8 +145501,8 @@ https://itnext.io/kubernetes-service-type-lb-for-on-prem-deployments-89e9b2a73a0 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/kubernetes-silent-pod-killer-104e7c8054d9: + addition_method: manual content_hash: 4159947855be835e7159b02b17dd3c075706cc1bcd9b5387389a3afed505b124 description: '' health_score: 100.0 @@ -139355,8 +145517,8 @@ https://itnext.io/kubernetes-silent-pod-killer-104e7c8054d9: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://itnext.io/kubernetes-statefulset-initialization-with-unique-configs-per-pod-7e02c01ada65: + addition_method: manual content_hash: f1b45d36c307cbaf2c849a448ba2bd46dfdb0493e17d7ea358aa859213df3ecd description: '' health_score: 100.0 @@ -139372,8 +145534,8 @@ https://itnext.io/kubernetes-statefulset-initialization-with-unique-configs-per- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-vertical-pods-scaling-with-vertical-pod-autoscaler-e2e5a3b8e1a9: + addition_method: manual content_hash: 30099ff99e7454d61a45a444b9499ab3b3c3c86026570dc1820505d580d1afa0 description: '' health_score: 100.0 @@ -139388,8 +145550,8 @@ https://itnext.io/kubernetes-vertical-pods-scaling-with-vertical-pod-autoscaler- v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://itnext.io/kubernetes-what-are-endpoints-3cc9e769b614: + addition_method: manual content_hash: e9df436cbbc5a3368acd9bf0497cee3e8d834b3b26f31f32531188fddc7a10d5 description: '' health_score: 100.0 @@ -139404,8 +145566,8 @@ https://itnext.io/kubernetes-what-are-endpoints-3cc9e769b614: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81: + addition_method: manual ai_summary: Curator Insight outlines advanced tips for writing clean, optimized, and dry Kubernetes manifest structures. Live Grounding emphasizes using YAML anchors, Kustomize overlays, and schema linting to scale Kubernetes operations safely. @@ -139433,8 +145595,8 @@ https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://itnext.io/kubesphere-a-new-pluggable-kubernetes-application-management-platform-bf078b9f3330: + addition_method: manual ai_summary: Outlines the modular and pluggable microservice-oriented design of KubeSphere's platform control plane. Focuses on system independence and API federation. complexity: advanced @@ -139460,8 +145622,8 @@ https://itnext.io/kubesphere-a-new-pluggable-kubernetes-application-management-p v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/kubexpose-a-kubernetes-operator-for-fun-and-profit-f528586eee07: + addition_method: manual content_hash: b9ad48ac7229b229f4cfc313e4bdf9079e28a9b5e38bbb0074e4edf4fcc578aa description: '' health_score: 100.0 @@ -139478,8 +145640,8 @@ https://itnext.io/kubexpose-a-kubernetes-operator-for-fun-and-profit-f528586eee0 - kubernetes-operators-controllers.md - kubernetes-tools.md year: N/A - addition_method: manual https://itnext.io/labels-and-annotations-in-kubernetes-234944b0f7ab: + addition_method: manual content_hash: 247343da66d851cef24331e825f26107e18ced6e5588ca71a16999e688dccd49 description: '' health_score: 100.0 @@ -139494,8 +145656,8 @@ https://itnext.io/labels-and-annotations-in-kubernetes-234944b0f7ab: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/lessons-learned-from-managing-a-kubernetes-cluster-for-side-projects-780fbbacf36c: + addition_method: manual content_hash: e724b7c383d480bd31b7eab0d6e500fe5054e2d31e7d0ea32acbe7a87acac7d8 description: '' health_score: 100.0 @@ -139511,8 +145673,8 @@ https://itnext.io/lessons-learned-from-managing-a-kubernetes-cluster-for-side-pr v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/lifecycle-of-kubernetes-network-policies-749b5218f684: + addition_method: manual content_hash: ad983222cc6de03b200d5f27c192dd85e9f6da15cea4ae48394761203a83405b description: '' health_score: 100.0 @@ -139527,8 +145689,8 @@ https://itnext.io/lifecycle-of-kubernetes-network-policies-749b5218f684: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/logging-in-kubernetes-with-loki-and-the-plg-stack-93b27c90ec34: + addition_method: manual content_hash: 7d8640f5f05d928b7b350604ac6f87cad55d2c772bb97e54e5ead5c75bdcd14f description: '' health_score: 100.0 @@ -139543,8 +145705,8 @@ https://itnext.io/logging-in-kubernetes-with-loki-and-the-plg-stack-93b27c90ec34 v2_locations: - grafana.md year: N/A - addition_method: manual https://itnext.io/manage-auto-generated-secrets-in-your-helm-charts-5aee48ba6918: + addition_method: manual ai_summary: Addresses the specific problem of generating and maintaining dynamic secrets in Helm templates. Focuses on preventing unintended database mutations and application downtime during standard chart updates. @@ -139570,8 +145732,8 @@ https://itnext.io/manage-auto-generated-secrets-in-your-helm-charts-5aee48ba6918 v2_locations: - devsecops.md year: N/A - addition_method: manual https://itnext.io/manage-redis-on-aws-from-kubernetes-eeadba7eb889: + addition_method: manual ai_summary: Curator Insight describes how to manage AWS ElastiCache for Redis directly from Kubernetes. Live Grounding highlights using AWS Controllers for Kubernetes (ACK) or Crossplane to define managed Redis instances as custom resources (CRDs). @@ -139598,8 +145760,8 @@ https://itnext.io/manage-redis-on-aws-from-kubernetes-eeadba7eb889: v2_locations: - aws-databases.md year: N/A - addition_method: manual https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30: + addition_method: manual content_hash: e05b9d487d573b07ba745a78593a6e5c3bb2b1f9da83d78aa14ea725cb28ccf0 description: '' health_score: 100.0 @@ -139617,8 +145779,8 @@ https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30: - gitops.md - flux.md year: N/A - addition_method: manual https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac: + addition_method: manual ai_summary: An architectural analysis of strategies for managing multi-cluster Kubernetes deployments using Git as the single source of truth (GitOps). It breaks down repository structures, permission segmentation, and environment synchronization patterns @@ -139648,8 +145810,8 @@ https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac: v2_locations: - git.md year: N/A - addition_method: manual https://itnext.io/measuring-patching-cadence-on-kubernetes-with-gitops-353bc4a1d25: + addition_method: manual content_hash: 83da5b111af9b14ddf2b64ed97386626cad74d4fe4faae6ffe1711ad319c6c0d description: '' health_score: 100.0 @@ -139664,8 +145826,8 @@ https://itnext.io/measuring-patching-cadence-on-kubernetes-with-gitops-353bc4a1d v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/memory-requests-and-limits-in-kubernetes-1c9cd573b3ab: + addition_method: manual content_hash: 389d2c46631f55c8dc37454515406bd36a95764de1ded2eea48b2719775024c5 description: '' health_score: 100.0 @@ -139680,8 +145842,8 @@ https://itnext.io/memory-requests-and-limits-in-kubernetes-1c9cd573b3ab: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-463742b49fda: + addition_method: manual ai_summary: 'Curator Insight: Technical breakdown of migrating Apache Spark analytics engines from AWS EMR to Kubernetes clusters. @@ -139710,8 +145872,8 @@ https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-46 v2_locations: - kubernetes-bigdata.md year: N/A - addition_method: manual https://itnext.io/monitoring-certificates-expiration-in-kubernetes-with-x-509-exporter-8030b69f611d: + addition_method: manual ai_summary: Explores configuring the Prometheus X.509 Certificate Exporter to continuously scan Kubernetes secret spaces. Prevents outages by alerting on expiring internal and ingress SSL/TLS certificates. @@ -139737,8 +145899,8 @@ https://itnext.io/monitoring-certificates-expiration-in-kubernetes-with-x-509-ex v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://itnext.io/monitoring-kubernetes-jobs-8adc241a7b60: + addition_method: manual ai_summary: Addresses the specific challenge of monitoring ephemeral Kubernetes CronJobs and Jobs. Focuses on setting up Alertmanager rules that isolate transient run errors from long-running service alerts. @@ -139764,8 +145926,8 @@ https://itnext.io/monitoring-kubernetes-jobs-8adc241a7b60: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://itnext.io/monitoring-kubernetes-workloads-with-prometheus-and-thanos-4ddb394b32c: + addition_method: manual content_hash: 65add3a595d12cf510390e1a370072abd182110655cfb5dce8ce20c70fc6975e description: '' health_score: 100.0 @@ -139780,8 +145942,8 @@ https://itnext.io/monitoring-kubernetes-workloads-with-prometheus-and-thanos-4dd v2_locations: - grafana.md year: N/A - addition_method: manual https://itnext.io/monitoring-spark-streaming-on-k8s-with-prometheus-and-grafana-e6d8720c4a02: + addition_method: manual content_hash: 4894887bf5052fa34389d6a97795965b11bfcbe216b2cdacecdedcd4dc3f25e6 description: '' health_score: 100.0 @@ -139796,9 +145958,9 @@ https://itnext.io/monitoring-spark-streaming-on-k8s-with-prometheus-and-grafana- v2_locations: - prometheus.md year: N/A - addition_method: manual ? https://itnext.io/multi-cloud-and-multi-cluster-declarative-kubernetes-cluster-creation-and-management-with-cluster-6df8efdc2a89 -: ai_summary: An architectural guide walking through the declarative provisioning +: addition_method: manual + ai_summary: An architectural guide walking through the declarative provisioning of multi-cloud cluster setups using Cluster API (CAPI). Explores bootstrap providers, control-plane management, and target cluster life cycle configurations across AWS and Azure environments. @@ -139825,8 +145987,8 @@ https://itnext.io/monitoring-spark-streaming-on-k8s-with-prometheus-and-grafana- v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://itnext.io/multi-cluster-kubernetes-networking-with-netmaker-bfa4e22eb2fb: + addition_method: manual content_hash: 1f5e29d2c95f4b801bbd8f6980a17f9408aad5f5d8226d6c427f6fed224b9939 description: '' health_score: 100.0 @@ -139841,8 +146003,8 @@ https://itnext.io/multi-cluster-kubernetes-networking-with-netmaker-bfa4e22eb2fb v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/multi-tenancy-in-kubernetes-332ff88d55d8: + addition_method: manual content_hash: c584cc4dfe35371d12a08a89c1c7fb19aaa43f341cd9c03329dd99c8c82865d8 description: '' health_score: 100.0 @@ -139857,8 +146019,8 @@ https://itnext.io/multi-tenancy-in-kubernetes-332ff88d55d8: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/my-journey-to-hashicorp-certified-terraform-associate-f91f397a01e0: + addition_method: manual content_hash: 63da9cdeb55a9f4f513c75fa43822b6d77107a984ae859751a356b53e04d7d12 description: '' health_score: 100.0 @@ -139873,8 +146035,8 @@ https://itnext.io/my-journey-to-hashicorp-certified-terraform-associate-f91f397a v2_locations: - terraform.md year: N/A - addition_method: manual https://itnext.io/necessary-culture-change-with-gitops-2c63f4fe9604: + addition_method: manual content_hash: 3bf936330abe0e14fe32406e3ab08bed33ecb7a98027153c6c4bcad4e7978428 description: '' health_score: 100.0 @@ -139889,8 +146051,8 @@ https://itnext.io/necessary-culture-change-with-gitops-2c63f4fe9604: v2_locations: - gitops.md year: N/A - addition_method: manual https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e045352d: + addition_method: manual ai_summary: Detailed technical framework for deploying completely network-isolated AKS clusters. Walks through outbound proxy paths, Azure Firewall integrations, and user-defined routing (UDR) controls. Essential reading for secure bank or @@ -139917,8 +146079,8 @@ https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e0 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/observability-at-scale-52d0d9a5fb9b: + addition_method: manual content_hash: f9a27c76e652629eb5fb5d5e3e0f8c22e2915912ca9943f1c3dc1891dd892737 description: '' health_score: 100.0 @@ -139933,8 +146095,8 @@ https://itnext.io/observability-at-scale-52d0d9a5fb9b: v2_locations: - prometheus.md year: N/A - addition_method: manual https://itnext.io/observing-grpc-based-microservices-on-amazon-eks-running-istio-77ba90dd8cc0: + addition_method: manual ai_summary: A deep dive tutorial explaining telemetry configuration for gRPC-based microservices on Amazon EKS running Istio. Offers practical configurations for capturing service-to-service call latency, tracing headers, and standard Envoy @@ -139962,8 +146124,8 @@ https://itnext.io/observing-grpc-based-microservices-on-amazon-eks-running-istio v2_locations: - istio.md year: N/A - addition_method: manual https://itnext.io/opentelemetry-understanding-sli-and-slo-with-opentelemetry-demo-74c1d0b263b0: + addition_method: manual content_hash: 9566b0171a68b0f4cd7197f4143b90fe1b3aff6349731f2b9765cfd5c292dc3f description: '' health_score: 100.0 @@ -139979,8 +146141,8 @@ https://itnext.io/opentelemetry-understanding-sli-and-slo-with-opentelemetry-dem v2_locations: - demos.md year: N/A - addition_method: manual https://itnext.io/performing-security-checks-for-deployed-kubernetes-manifests-fa9d442b7951: + addition_method: manual ai_summary: Outlines methods and tools used to inspect existing, live-running, or static Kubernetes resource manifests for structural defects. Curator insight showcases policy enforcement tools such as Checkov and Kube-score. Live grounding demonstrates @@ -140008,8 +146170,8 @@ https://itnext.io/performing-security-checks-for-deployed-kubernetes-manifests-f v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/platform-as-code-how-it-compares-with-infrastructure-as-code-and-what-it-enables-2684b348be2e: + addition_method: manual content_hash: 1aa303d37e99b4aed218d31f84f29285e46b74c71ccb1f2815f37d9abdca91d5 description: '' health_score: 100.0 @@ -140027,8 +146189,8 @@ https://itnext.io/platform-as-code-how-it-compares-with-infrastructure-as-code-a - iac.md - introduction.md year: N/A - addition_method: manual https://itnext.io/pod-rebalancing-and-allocations-in-kubernetes-df3dbfb1e2f9: + addition_method: manual content_hash: 4b649210189160c82535530ebd69fdb5074f17d15418a0af46dc0b04baa71a26 description: '' health_score: 100.0 @@ -140044,8 +146206,8 @@ https://itnext.io/pod-rebalancing-and-allocations-in-kubernetes-df3dbfb1e2f9: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/principles-patterns-and-practices-for-effective-infrastructure-as-code-e5f7bbe13df1: + addition_method: manual content_hash: f9fed7c7d94e4eb3eb4dff51718975485155a0478e3af7af22feaa456fc24c39 description: '' health_score: 100.0 @@ -140061,8 +146223,8 @@ https://itnext.io/principles-patterns-and-practices-for-effective-infrastructure v2_locations: - gitops.md year: N/A - addition_method: manual https://itnext.io/processes-for-12-factor-microservice-applications-70551a9021b: + addition_method: manual content_hash: f7175c5aba46eb6f5c56328504357e66d01dbf5ad262af03a2d660d77eaa8f6b description: '' health_score: 100.0 @@ -140077,8 +146239,8 @@ https://itnext.io/processes-for-12-factor-microservice-applications-70551a9021b: v2_locations: - introduction.md year: N/A - addition_method: manual https://itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa: + addition_method: manual content_hash: 39ac874e4e06bf15e0b4e450b9955c193a4171716007052417084257f584febb description: '' health_score: 100.0 @@ -140093,8 +146255,8 @@ https://itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa: v2_locations: - prometheus.md year: N/A - addition_method: manual https://itnext.io/prometheus-yet-another-cloudwatch-exporter-collecting-aws-cloudwatch-metrics-806bd34818a8: + addition_method: manual content_hash: 55bb48bc4af2784e0d6b30ed74d669e07db77aeebc4f25952bf2d4273ab4429a description: '' health_score: 100.0 @@ -140110,8 +146272,8 @@ https://itnext.io/prometheus-yet-another-cloudwatch-exporter-collecting-aws-clou v2_locations: - prometheus.md year: N/A - addition_method: manual https://itnext.io/protecting-your-kubernetes-environment-with-kubearmor-76b02fc2209b: + addition_method: manual ai_summary: Practical deployment overview for securing Kubernetes worker nodes using KubeArmor policies. Addresses specific configuration blueprints for system file path lockdown, network socket execution limits, and process-level isolation rules. @@ -140137,8 +146299,8 @@ https://itnext.io/protecting-your-kubernetes-environment-with-kubearmor-76b02fc2 v2_locations: - devsecops.md year: N/A - addition_method: manual https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration-cd60029b3f62: + addition_method: manual ai_summary: Curator Insight explores using Python to programmatically generate and mutate Kubernetes manifest YAML files. Live Grounding verifies the patterns rely on Kubernetes client libraries, template engines like Jinja2, and custom parsing @@ -140166,8 +146328,8 @@ https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration- - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://itnext.io/reference-other-values-in-helm-chart-values-file-19d44d9276c7: + addition_method: manual ai_summary: Technical guide showing how to reference values dynamically within the same `values.yaml` file, minimizing data duplication across multi-environment Helm releases. @@ -140194,8 +146356,8 @@ https://itnext.io/reference-other-values-in-helm-chart-values-file-19d44d9276c7: v2_locations: - helm.md year: N/A - addition_method: manual https://itnext.io/replace-docker-desktop-with-lima-88ec6f9d6a19: + addition_method: manual content_hash: 2df2a5716ac3282f15d8bb2b0451eb71dea20f1176c341cf3ef97a7976c76820 description: '' health_score: 100.0 @@ -140210,8 +146372,8 @@ https://itnext.io/replace-docker-desktop-with-lima-88ec6f9d6a19: v2_locations: - docker.md year: N/A - addition_method: manual https://itnext.io/resizing-statefulset-persistent-volumes-with-zero-downtime-916ebc65b1d4: + addition_method: manual content_hash: 6cde50dc22e7ee13612a9fac7962e340a0aadcecde80ebe1d611c0f2d7e7bed6 description: '' health_score: 100.0 @@ -140226,8 +146388,8 @@ https://itnext.io/resizing-statefulset-persistent-volumes-with-zero-downtime-916 v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://itnext.io/run-kubernetes-on-your-machine-7ee463af21a2: + addition_method: manual ai_summary: A comparative overview of options for running Kubernetes locally. Contrasts Docker Desktop, Minikube, and lightweight K3s setups, outlining performance and developer productivity characteristics. @@ -140254,8 +146416,8 @@ https://itnext.io/run-kubernetes-on-your-machine-7ee463af21a2: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://itnext.io/running-k3s-workload-in-a-restricted-environment-c2f593d19005: + addition_method: manual content_hash: 6d00c78da3372c71e78b7a079cc43a57f4fb9c7d062f574dc99e0e3353101ca4 description: '' health_score: 100.0 @@ -140270,8 +146432,8 @@ https://itnext.io/running-k3s-workload-in-a-restricted-environment-c2f593d19005: v2_locations: - rancher.md year: N/A - addition_method: manual https://itnext.io/running-production-workloads-in-eks-using-spot-instances-fc6808a7b462: + addition_method: manual ai_summary: A practical operational guide highlighting strategies for reliable execution of workloads on AWS Spot Instances within EKS. It showcases how to leverage Karpenter or AWS Node Termination Handler alongside pod disruption budgets (PDBs) to handle @@ -140300,8 +146462,8 @@ https://itnext.io/running-production-workloads-in-eks-using-spot-instances-fc680 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76: + addition_method: manual ai_summary: In-depth guide addressing microservices application boundaries inside AKS. Focuses on secure pod credentials, identity translation, and network segmentation to limit horizontal attack paths. Vital resource for cluster security design. @@ -140327,8 +146489,8 @@ https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/scaling-my-app-serverless-vs-kubernetes-cdb8adf446e1: + addition_method: manual content_hash: f4ba59034944954ca560ce1856ebbe31e6456397857b1ba29bcfae6a2352e79c description: '' health_score: 100.0 @@ -140343,8 +146505,8 @@ https://itnext.io/scaling-my-app-serverless-vs-kubernetes-cdb8adf446e1: v2_locations: - serverless.md year: N/A - addition_method: manual https://itnext.io/secrets-injection-from-external-vault-into-kubernetes-poc-83a52c8cf5cb: + addition_method: manual ai_summary: A technical proof-of-concept for dynamic runtime injection utilizing external Vault endpoints. Bypasses Kubernetes native secrets store entirely to reduce security exposures. @@ -140371,8 +146533,8 @@ https://itnext.io/secrets-injection-from-external-vault-into-kubernetes-poc-83a5 v2_locations: - devsecops.md year: N/A - addition_method: manual https://itnext.io/secure-azure-cosmos-db-access-by-using-azure-managed-identities-55f9fdf48fda: + addition_method: manual content_hash: 303791007cf1358e675681f5ce4ff02b2adf62fc2e6e2a2ea59a682fe93414ac description: '' health_score: 100.0 @@ -140387,8 +146549,8 @@ https://itnext.io/secure-azure-cosmos-db-access-by-using-azure-managed-identitie v2_locations: - azure.md year: N/A - addition_method: manual https://itnext.io/securely-decoupling-applications-on-amazon-eks-using-kafka-with-sasl-scram-48c340e1ffe9: + addition_method: manual ai_summary: 'Curator Insight: Hardening guide detailing connection security between AWS EKS-based consumers and Kafka clusters. Live Grounding: Demonstrates configuring Kafka users with SASL/SCRAM credentials, managing secrets within Kubernetes natively, @@ -140417,8 +146579,8 @@ https://itnext.io/securely-decoupling-applications-on-amazon-eks-using-kafka-wit v2_locations: - message-queue.md year: N/A - addition_method: manual https://itnext.io/securing-kubernetes-workloads-a-practical-approach-to-signed-and-encrypted-container-images-ff6e98b65bcd: + addition_method: manual ai_summary: A deep operational guide outlining how to design securely signed and encrypted workloads within multi-tenant Kubernetes systems. The post explores combining cryptographic signatures with container image encryption to block unauthorized @@ -140446,8 +146608,8 @@ https://itnext.io/securing-kubernetes-workloads-a-practical-approach-to-signed-a v2_locations: - devsecops.md year: N/A - addition_method: manual https://itnext.io/sending-messages-to-kafka-cfb5a246f5eb: + addition_method: manual ai_summary: 'Curator Insight: Practical post on establishing low-latency, secure client connections to Kafka brokers inside a Kubernetes network boundary. Live Grounding: Reviews internal DNS routing, ingress endpoints, and SASL authentication @@ -140475,8 +146637,8 @@ https://itnext.io/sending-messages-to-kafka-cfb5a246f5eb: v2_locations: - message-queue.md year: N/A - addition_method: manual https://itnext.io/service-mesh-testing-tools-frameworks-open-source-7904ee222298: + addition_method: manual content_hash: 91aef5886debe37875447eff092f9590ecfa55cc4efc43abd24cc988ee112b68 description: '' health_score: 100.0 @@ -140491,8 +146653,8 @@ https://itnext.io/service-mesh-testing-tools-frameworks-open-source-7904ee222298 v2_locations: - servicemesh.md year: N/A - addition_method: manual https://itnext.io/setup-a-private-git-repository-in-kubernetes-with-gitea-64f5ea1e5070: + addition_method: manual content_hash: 87df389ae8f398a1b40d151260ff229d173509b5966e0ee32019fa1238bb01b4 description: '' health_score: 100.0 @@ -140507,8 +146669,8 @@ https://itnext.io/setup-a-private-git-repository-in-kubernetes-with-gitea-64f5ea v2_locations: - git.md year: N/A - addition_method: manual https://itnext.io/slos-should-be-easy-say-hi-to-sloth-9c8a225df0d4: + addition_method: manual content_hash: 05a63d62637df7604fdfabae8e7f9539783143d2ac15a3252601c82a344b4975 description: '' health_score: 100.0 @@ -140523,8 +146685,8 @@ https://itnext.io/slos-should-be-easy-say-hi-to-sloth-9c8a225df0d4: v2_locations: - prometheus.md year: N/A - addition_method: manual https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535: + addition_method: manual ai_summary: A detailed technical guide explaining how to design local workflows with container environments. Demonstrates setup strategies for hot reloading, direct container mounts, network port forwards, and dev-to-prod pipeline parity. @@ -140553,8 +146715,8 @@ https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535: - kubernetes-based-devel.md - docker.md year: N/A - addition_method: manual https://itnext.io/software-development-is-misunderstood-quality-is-fastest-way-to-get-code-into-production-f1f5a0792c69: + addition_method: manual content_hash: 562f59b8c554cea84b369c45f373b95f61946c9504acd9f9f555dfd8d570cafb description: '' health_score: 100.0 @@ -140569,8 +146731,8 @@ https://itnext.io/software-development-is-misunderstood-quality-is-fastest-way-t v2_locations: - qa.md year: N/A - addition_method: manual https://itnext.io/sonarqube-running-tests-from-jenkins-pipeline-from-docker-7740702b6f42: + addition_method: manual ai_summary: Deep technical guide showing how to architect a Jenkins pipeline that runs unit tests and executes SonarQube code coverage scans natively inside transient Docker containers. @@ -140597,8 +146759,8 @@ https://itnext.io/sonarqube-running-tests-from-jenkins-pipeline-from-docker-7740 v2_locations: - sonarqube.md year: N/A - addition_method: manual https://itnext.io/state-of-persistent-storage-in-k8s-a-benchmark-77a96bb1ac29: + addition_method: manual content_hash: 66022ee623a960676f4cfa1f1e8722fc08617a7e8d5dd70918d920ae4cea69ab description: '' health_score: 100.0 @@ -140613,8 +146775,8 @@ https://itnext.io/state-of-persistent-storage-in-k8s-a-benchmark-77a96bb1ac29: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959: + addition_method: manual content_hash: 4adb8801171ee1fad64a1687bfe9e540cb98c256325068a81313d594df47fc04 description: '' health_score: 100.0 @@ -140629,8 +146791,8 @@ https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959: v2_locations: - databases.md year: N/A - addition_method: manual https://itnext.io/sticky-sessions-and-canary-releases-in-kubernetes-8c45de2b0a2e: + addition_method: manual content_hash: 00943447d6572912b46e2fa09527172faf2a1e39e6c7e70027713bcebb7a0757 description: '' health_score: 100.0 @@ -140645,8 +146807,8 @@ https://itnext.io/sticky-sessions-and-canary-releases-in-kubernetes-8c45de2b0a2e v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/stupid-simple-scalability-dc4a7fbe67d6: + addition_method: manual content_hash: d07a4bcdb75372afa85699b25638e5b53ccd567a8c007da8e7a2f144e72ead16 description: '' health_score: 100.0 @@ -140661,8 +146823,8 @@ https://itnext.io/stupid-simple-scalability-dc4a7fbe67d6: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://itnext.io/stupid-simple-service-mesh-what-when-why-e9be9e5f4d41: + addition_method: manual content_hash: 59639b3fb8a3292640552b8fb000135bfd68a5ca6b2bf58d52bc78492008ea29 description: '' health_score: 100.0 @@ -140677,8 +146839,8 @@ https://itnext.io/stupid-simple-service-mesh-what-when-why-e9be9e5f4d41: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://itnext.io/successful-short-kubernetes-stories-for-devops-architects-677f8bfed803: + addition_method: manual content_hash: 684db697fe58dc83068e4ad584654eb8be42ee278bc4af5ba587df9f64a5027f description: '' health_score: 100.0 @@ -140693,8 +146855,8 @@ https://itnext.io/successful-short-kubernetes-stories-for-devops-architects-677f v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/tagged/jenkins-x: + addition_method: manual content_hash: e27c158b1a9b49d6e571820d622f15c20988792390e157e03fa729e12d04b7bc description: '' health_score: 100.0 @@ -140709,8 +146871,8 @@ https://itnext.io/tagged/jenkins-x: v2_locations: - jenkins.md year: N/A - addition_method: manual https://itnext.io/tagged/kubernetes: + addition_method: manual content_hash: 9b88af1318e643f022ce7e4df1705446d562e5fdde090cd68179475e7c3be175 description: '' health_score: 100.0 @@ -140725,8 +146887,8 @@ https://itnext.io/tagged/kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/temporary-storage-for-kubernetes-pods-f8330ad8db88: + addition_method: manual content_hash: 9d8a77033bc23a9382595853772803ebe3ccff4e0094ccb0e264d2bc7c0acf7f description: '' health_score: 100.0 @@ -140741,8 +146903,8 @@ https://itnext.io/temporary-storage-for-kubernetes-pods-f8330ad8db88: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://itnext.io/terraform-dont-use-kubernetes-provider-with-your-cluster-resource-d8ec5319d14a: + addition_method: manual content_hash: 6854256cb1f22c21b7608d3cb7ad7dfe353edb8d164f91c22f791b4797232b9a description: '' health_score: 100.0 @@ -140758,8 +146920,8 @@ https://itnext.io/terraform-dont-use-kubernetes-provider-with-your-cluster-resou v2_locations: - terraform.md year: N/A - addition_method: manual https://itnext.io/testing-the-operator-sdk-and-making-a-prefetch-mechanism-for-kubernetes-7508577efdd7: + addition_method: manual content_hash: dd23534e12b2c47cb570061310bf0f4d1a416dd48d15f6c1a87a5ed00276d2bd description: '' health_score: 100.0 @@ -140775,8 +146937,8 @@ https://itnext.io/testing-the-operator-sdk-and-making-a-prefetch-mechanism-for-k v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://itnext.io/the-subtleties-of-ensuring-zero-downtime-during-pod-lifecycle-events-in-kubernetes-6461c12f7736: + addition_method: manual content_hash: ad1aa5ab8ebc7bb90b2ca6324d2b7c4c3eaad386d3ebe51e92ed701744a103b4 description: '' health_score: 100.0 @@ -140792,8 +146954,8 @@ https://itnext.io/the-subtleties-of-ensuring-zero-downtime-during-pod-lifecycle- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/tips-tricks-for-cka-ckad-and-cks-exams-cc9dade1f76d: + addition_method: manual content_hash: d38f7b7357298ecb02938d872c4509ed0a6a85ed87159cf27a7605f2682142a8 description: '' health_score: 100.0 @@ -140808,8 +146970,8 @@ https://itnext.io/tips-tricks-for-cka-ckad-and-cks-exams-cc9dade1f76d: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/top-10-ways-to-protect-eks-workloads-from-ransomware-ae96d1c1e839: + addition_method: manual ai_summary: An industry-focused checklist detailing tactical maneuvers to secure EKS against ransomware and supply chain attacks. It covers immutable storage configurations (EFS/EBS backups), strict RBAC permissions, runtime threat detection, and cluster @@ -140837,8 +146999,8 @@ https://itnext.io/top-10-ways-to-protect-eks-workloads-from-ransomware-ae96d1c1e v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/top-6-threat-detection-tools-for-containers-3dd80b77777e: + addition_method: manual ai_summary: Compares six container risk detection technologies. Contrasts passive image checking with complex system-call interception models (e.g., Falco), showing engineers how to balance performance overhead against real-time protection. @@ -140864,8 +147026,8 @@ https://itnext.io/top-6-threat-detection-tools-for-containers-3dd80b77777e: v2_locations: - devsecops.md year: N/A - addition_method: manual https://itnext.io/tracing-pod-to-pod-network-traffic-in-kubernetes-112523a325b2: + addition_method: manual content_hash: 4c1e8602990c7d40cb4793a79ca47ea3c43be5e0ef10999ed7ead210690ced6c description: '' health_score: 100.0 @@ -140880,8 +147042,8 @@ https://itnext.io/tracing-pod-to-pod-network-traffic-in-kubernetes-112523a325b2: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://itnext.io/traffic-shaping-with-kubernetes-and-istio-7e44fbfca200: + addition_method: manual ai_summary: Demonstrates practical scenarios for traffic shaping and network manipulation utilizing Istio's VirtualServices and DestinationRules. Covers key microservice patterns including rate limiting, service delays, fault injection, and custom @@ -140910,8 +147072,8 @@ https://itnext.io/traffic-shaping-with-kubernetes-and-istio-7e44fbfca200: v2_locations: - istio.md year: N/A - addition_method: manual https://itnext.io/understanding-kubectl-explain-9d703396cc8: + addition_method: manual content_hash: d77e45f545d94e78b1b36db21a27d8e05142dc41bea2186451515607f0ad3ad8 description: '' health_score: 100.0 @@ -140926,8 +147088,8 @@ https://itnext.io/understanding-kubectl-explain-9d703396cc8: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://itnext.io/unleashing-the-power-of-kubernetes-1-26-56979ee667fd: + addition_method: manual content_hash: 69a13b3aad4a855285ba67721813bd1f1f5f3eb79974d0c27534f5a738ff3874 description: '' health_score: 100.0 @@ -140943,8 +147105,8 @@ https://itnext.io/unleashing-the-power-of-kubernetes-1-26-56979ee667fd: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://itnext.io/upgrade-cert-manager-for-your-production-deployment-without-downtime-ee5d32fabec8: + addition_method: manual ai_summary: Discusses upgrading cert-manager inside highly available environments without causing downtime, explaining migration mappings of CRDs and webhook components. complexity: Advanced @@ -140969,8 +147131,8 @@ https://itnext.io/upgrade-cert-manager-for-your-production-deployment-without-do v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/using-aws-nlb-manually-targeting-an-eks-service-exposing-udp-traffic-17053ecd8f52: + addition_method: manual ai_summary: A technical post details routing high-performance, low-latency UDP traffic through an AWS Network Load Balancer (NLB) into EKS pods. It covers manual target group registrations and service mapping before such integrations were fully automated @@ -141000,8 +147162,8 @@ https://itnext.io/using-aws-nlb-manually-targeting-an-eks-service-exposing-udp-t v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://itnext.io/using-rook-on-a-k3s-cluster-8a97a75ba25e: + addition_method: manual content_hash: d4e2c98bbdd74d70f174220eed4be3bbff2ee0d7dec56080a55887d1d0eb6553 description: '' health_score: 100.0 @@ -141016,8 +147178,8 @@ https://itnext.io/using-rook-on-a-k3s-cluster-8a97a75ba25e: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://itnext.io/vault-cluster-with-auto-unseal-on-kubernetes-8e469f9cdcfd: + addition_method: manual ai_summary: Details the configurations needed to bootstrap highly available HashiCorp Vault systems using dynamic KMS systems (AWS or GCP) to automate unsealing tasks. complexity: Advanced @@ -141042,8 +147204,8 @@ https://itnext.io/vault-cluster-with-auto-unseal-on-kubernetes-8e469f9cdcfd: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://itnext.io/why-and-how-of-kubernetes-ingress-and-networking-6cb308ca03d2: + addition_method: manual content_hash: e3bbb7a690d1e008a84f2061e3abb0bef100f0d62f15d247f08a9745aa3b0807 description: '' health_score: 100.0 @@ -141058,8 +147220,8 @@ https://itnext.io/why-and-how-of-kubernetes-ingress-and-networking-6cb308ca03d2: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://itnext.io/why-do-developers-find-kubernetes-hard-6532e8d6ce7f: + addition_method: manual ai_summary: An industry critique analyzing the steep cognitive curve of native Kubernetes. The article provides structured recommendations on how Platform Engineering can establish abstraction layers for developers. @@ -141085,8 +147247,8 @@ https://itnext.io/why-do-developers-find-kubernetes-hard-6532e8d6ce7f: v2_locations: - crossplane.md year: N/A - addition_method: manual https://itnext.io/working-with-kubernetes-configmaps-part-1-volume-mounts-f0ace283f5aa: + addition_method: manual content_hash: ee2ed22abb56ad9d0d9f911c69cb29a74ade2b3276130abc97afee49e09a74cf description: '' health_score: 100.0 @@ -141101,8 +147263,8 @@ https://itnext.io/working-with-kubernetes-configmaps-part-1-volume-mounts-f0ace2 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/working-with-kubernetes-configmaps-part-2-watchers-b6dd0e583d71: + addition_method: manual content_hash: c4642098338acc234520b707627e5e04ae4e9f2ec2a8926586abef71e2ab2480 description: '' health_score: 100.0 @@ -141112,8 +147274,8 @@ https://itnext.io/working-with-kubernetes-configmaps-part-2-watchers-b6dd0e583d7 v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://itnext.io/working-with-the-kubernetes-api-587bc5941992: + addition_method: manual content_hash: 4a341de3d40d3397919005d281488c806b9e2b552980b3992d26d9dfe878b540 description: '' health_score: 100.0 @@ -141128,8 +147290,8 @@ https://itnext.io/working-with-the-kubernetes-api-587bc5941992: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://itnext.io/writing-a-kubernetes-cli-in-go-a3970ad58299: + addition_method: manual content_hash: 006c86cbd434ae992072350be72eccace5d12cbad3517f2c66e5084ab2dbf652 description: '' health_score: 100.0 @@ -141144,8 +147306,8 @@ https://itnext.io/writing-a-kubernetes-cli-in-go-a3970ad58299: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://itnext.io/wsl2-tips-limit-cpu-memory-when-using-docker-c022535faf6f: + addition_method: manual content_hash: e8bad0d63c57a2a71c844d7b0eab1b570481108796f312e07979c8c8fc24e753 description: '' health_score: 100.0 @@ -141160,8 +147322,8 @@ https://itnext.io/wsl2-tips-limit-cpu-memory-when-using-docker-c022535faf6f: v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://itnext.io/wth-is-a-operator-lifecycle-manager-873cf1661b04: + addition_method: manual content_hash: 6901b072e71cd21fd82651a4d9e1f735b8026c6533fde00297676f7df0fa65ef description: '' health_score: 100.0 @@ -141178,8 +147340,8 @@ https://itnext.io/wth-is-a-operator-lifecycle-manager-873cf1661b04: - databases.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://itnext.io/you-dont-need-microservices-2ad8508b9e27: + addition_method: manual content_hash: 63db93a553debeb24d687a452a50f9cc6b7025a7c49f78b2eba8297e6a1312bb description: '' health_score: 100.0 @@ -141194,8 +147356,8 @@ https://itnext.io/you-dont-need-microservices-2ad8508b9e27: v2_locations: - introduction.md year: N/A - addition_method: manual https://itnext.iocloud-native-ci-cd-with-tekton-laying-the-foundation-a377a1b59ac0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -141210,8 +147372,8 @@ https://itnext.iocloud-native-ci-cd-with-tekton-laying-the-foundation-a377a1b59a v2_locations: - tekton.md year: N/A - addition_method: manual https://itrevolution.com/articles/get-started-with-team-topologies-in-8-steps: + addition_method: manual content_hash: aa28c7e586e2d54b14fa6e85dc01aee9a66f9c390c3fc4b53b6259882bb4084e health_score: 100.0 last_checked: 1779130495.031321 @@ -141222,8 +147384,8 @@ https://itrevolution.com/articles/get-started-with-team-topologies-in-8-steps: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://itrevolution.com/articles/the-problem-with-org-charts: + addition_method: manual content_hash: a054c4c20f8b2e22c10834f91a42fbce00c85cb23e784f7292fd1189b0e0f219 health_score: 100.0 last_checked: 1779130494.982844 @@ -141234,22 +147396,22 @@ https://itrevolution.com/articles/the-problem-with-org-charts: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://itrevolution.com/author/gene-kim: + addition_method: manual content_hash: 6f51866e04b84b8bc8c034a1c814d562c174c736a0ecf55026c93e981f7a574b health_score: 100.0 last_checked: 1779130495.029337 v1_locations: - docs/devops.md - addition_method: manual https://itrevolution.com/faculty/gene-kim: + addition_method: manual content_hash: b83fef24ab0340f70f12d81cf38a2f6afa58ddb2e5c14b366efba176753abc58 health_score: 100.0 last_checked: 1779030419.110734 v1_locations: - docs/devops.md - addition_method: manual https://itrevolution.com/get-started-with-team-topologies-in-8-steps: + addition_method: manual content_hash: f5f31d0c1889fec52864d5ec5b2cad5c7638512e2f4b565160ca7d0a2b5d9763 description: '' health_score: 100.0 @@ -141260,8 +147422,8 @@ https://itrevolution.com/get-started-with-team-topologies-in-8-steps: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://itrevolution.com/the-problem-with-org-charts: + addition_method: manual content_hash: 62ebd83060da79481ca89a22949ad2dece3148a845bbae3b27859939cd84b832 description: '' health_score: 100.0 @@ -141272,8 +147434,8 @@ https://itrevolution.com/the-problem-with-org-charts: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://itsfoss.com/exa: + addition_method: manual ai_summary: Curator Insight highlights `exa` as a feature-rich, Rust-based alternative to the standard `ls` command. Live Grounding points out that `exa` has been unmaintained since 2023, and the active community has successfully pivoted to its official, @@ -141302,8 +147464,8 @@ https://itsfoss.com/exa: v2_locations: - linux.md year: N/A - addition_method: manual https://itsfoss.com/gitter: + addition_method: manual content_hash: a24bf77503657438b18c0251a8cfd30739ff75b536ca9c2bbf2b7483eaf4db52 description: '' health_score: 100.0 @@ -141320,8 +147482,8 @@ https://itsfoss.com/gitter: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://itsfoss.com/htop-alternatives: + addition_method: manual ai_summary: Curator Insight details 5 highly polished alternatives to the standard `htop` interactive system monitor. Live Grounding indicates that systems like `btop` and `glances` have become standard additions for telemetry visualization, @@ -141351,8 +147513,8 @@ https://itsfoss.com/htop-alternatives: v2_locations: - linux.md year: N/A - addition_method: manual https://itsopensource.com/how-to-reduce-node-docker-image-size-by-ten-times: + addition_method: manual content_hash: 1aed9ed35cdcd3cd9f3b161f629785363767651e6f6ed73c882fea4ff6268e5d description: '' health_score: 100.0 @@ -141368,8 +147530,8 @@ https://itsopensource.com/how-to-reduce-node-docker-image-size-by-ten-times: v2_locations: - docker.md year: N/A - addition_method: manual https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -141384,8 +147546,8 @@ https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins: v2_locations: - demos.md year: N/A - addition_method: manual https://iximiuz.ck.page/posts/ivan-on-containers-kubernetes-and-backend-development-12: + addition_method: manual content_hash: 970e5e9b0b500a587bc850a7ab5823daa9348920e25fd9615935780434ef7aca description: '' health_score: 100.0 @@ -141396,8 +147558,8 @@ https://iximiuz.ck.page/posts/ivan-on-containers-kubernetes-and-backend-developm v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/container-learning-path: + addition_method: manual content_hash: d69790654a3e1cfd381730cce0f4a1aa3755a55303a583b126356ac9ad01f77a description: '' health_score: 100.0 @@ -141414,8 +147576,8 @@ https://iximiuz.com/en/posts/container-learning-path: v2_locations: - docker.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/container-networking-is-simple: + addition_method: manual content_hash: 9ac5d462a6d287c057b476e2d0afab3a6d2efe7c083b8d899494ed3cb3fbd595 description: '' health_score: 100.0 @@ -141432,8 +147594,8 @@ https://iximiuz.com/en/posts/container-networking-is-simple: - docs/docker.md - docs/networking.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/containerd-command-line-clients: + addition_method: manual content_hash: 5190cb37c1f497ce69bac1c89ae6d954b9ae62e6e1fbb8b1349049e9c3e4811d description: '' health_score: 100.0 @@ -141444,8 +147606,8 @@ https://iximiuz.com/en/posts/containerd-command-line-clients: v1_locations: - 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Explains complex API machinery concepts in clear, visual steps. @@ -141609,8 +147771,8 @@ https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery: v2_locations: - golang.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/kubernetes-api-how-to-extend: + addition_method: manual content_hash: f01e070c8e3263840458e2a6676baab5fba62d2a933e2a06255afbeb10a60e31 description: '' health_score: 100.0 @@ -141626,8 +147788,8 @@ https://iximiuz.com/en/posts/kubernetes-api-how-to-extend: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/kubernetes-api-structure-and-terminology: + addition_method: manual content_hash: e198ddaf348a0d043d4d670191bd56c91e30d93947f09d882ae94ee6bb8bb0cc description: '' health_score: 100.0 @@ -141643,8 +147805,8 @@ https://iximiuz.com/en/posts/kubernetes-api-structure-and-terminology: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/kubernetes-ephemeral-containers: + addition_method: manual content_hash: 4ae9fddbef5c4f5ee1b55aab8c60e6be55642dcf9fa0a87cb1b45df7b15a37e0 description: '' health_score: 100.0 @@ -141660,8 +147822,8 @@ https://iximiuz.com/en/posts/kubernetes-ephemeral-containers: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/kubernetes-operator-pattern: + addition_method: manual content_hash: 0fa18025ebef3fa727790bfb0b596a3e53d7e6e15701bad16fe6126d35269691 description: '' health_score: 100.0 @@ -141677,8 +147839,8 @@ https://iximiuz.com/en/posts/kubernetes-operator-pattern: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/kubernetes-vs-virtual-machines: + addition_method: manual content_hash: 9afb69f9d90ea5a80c4c9b150931c3a7c9a102bcd35c004a71cf018e39c0bb34 description: '' health_score: 100.0 @@ -141695,8 +147857,8 @@ https://iximiuz.com/en/posts/kubernetes-vs-virtual-machines: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/laymans-iptables-101: + addition_method: manual ai_summary: An exceptionally clear, illustrated guide explaining Netfilter chains, tables (filter, nat, mangle), and packet evaluation flows in Linux iptables. Demonstrates practical rules for port forwarding and packet blocking. @@ -141723,8 +147885,8 @@ https://iximiuz.com/en/posts/laymans-iptables-101: v2_locations: - linux.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/prometheus-functions-agg-over-time: + addition_method: manual content_hash: 4d5db01fbbd493215ed07081785c489aac3f03fb67132773e725241e60368746 description: '' health_score: 100.0 @@ -141741,8 +147903,8 @@ https://iximiuz.com/en/posts/prometheus-functions-agg-over-time: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/prometheus-vector-matching: + addition_method: manual content_hash: 9fd326ad82bace23a15592ebb18d8bd77f4ab71c71045363ccb3a0de90cb692a description: '' health_score: 100.0 @@ -141759,8 +147921,8 @@ https://iximiuz.com/en/posts/prometheus-vector-matching: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/service-discovery-in-kubernetes: + addition_method: manual content_hash: d38dd7bebf00179facd6ac7d844dd852f6a6bf60357db33ae364b611573dd3e1 description: '' health_score: 100.0 @@ -141777,8 +147939,8 @@ https://iximiuz.com/en/posts/service-discovery-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/service-proxy-pod-sidecar-oh-my: + addition_method: manual content_hash: 0c0d7ca1dc3d123cb2f93deb6d5079cf225adffe58548c778a2effec1fbc6371 description: '' health_score: 100.0 @@ -141794,8 +147956,8 @@ https://iximiuz.com/en/posts/service-proxy-pod-sidecar-oh-my: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/ssh-tunnels: + addition_method: manual ai_summary: An outstanding, highly visual deep-dive into SSH port forwarding, illustrating local, remote, and dynamic tunneling mechanics. Velichko's architectural breakdowns clarify how to safely bypass strict firewalls and expose internal microservices @@ -141825,8 +147987,8 @@ https://iximiuz.com/en/posts/ssh-tunnels: v2_locations: - linux.md year: N/A - addition_method: manual https://iximiuz.com/en/posts/thick-container-vulnerabilities: + addition_method: manual ai_summary: This technical deep-dive emphasizes the security benefits of using lightweight container base images, specifically analyzing Python base layers using Snyk. 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Ideal for building baseline knowledge of JVM memory structures. @@ -142148,9 +148310,9 @@ https://javarevisited.blogspot.com/2011/04/garbage-collection-in-java.html: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual ? https://javarevisited.blogspot.com/2013/07/role-based-access-control-using-spring-security-ldap-authorities-mapping-mvc.html -: content_hash: 030eeeb6208ef5d42758a7d27a597213b3c7cff6b7dbd69aac025e2c749ff67d +: addition_method: manual + content_hash: 030eeeb6208ef5d42758a7d27a597213b3c7cff6b7dbd69aac025e2c749ff67d description: '' health_score: 100.0 last_checked: 1779030323.326175 @@ -142166,15 +148328,15 @@ https://javarevisited.blogspot.com/2011/04/garbage-collection-in-java.html: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://javarevisited.blogspot.com/2017/02/difference-between-executor-executorservice-and-executors-in-java.html: + addition_method: manual content_hash: d550d8e7b432a9a87cd78e2b66a5b89bca429660fdd8fe3164f12669d5c56a98 health_score: 100.0 last_checked: 1779033336.382523 v1_locations: - docs/java-and-java-performance-optimization.md - addition_method: manual https://javarevisited.blogspot.com/2017/12/10-things-java-programmers-should-learn.html: + addition_method: manual ai_summary: Highlights classic competencies for advanced Java engineers, such as concurrency paradigms, GC tuning, microservices, and modern framework shifts. complexity: beginner @@ -142200,8 +148362,8 @@ https://javarevisited.blogspot.com/2017/12/10-things-java-programmers-should-lea v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://javarevisited.blogspot.com/2018/06/java-vs-python-which-programming-language-to-learn-first.html: + addition_method: manual content_hash: d3f2165e8e7d94993829803e9adc399929b6feca2aba527a6abdc4418149227c description: '' health_score: 100.0 @@ -142218,8 +148380,8 @@ https://javarevisited.blogspot.com/2018/06/java-vs-python-which-programming-lang v2_locations: - python.md year: N/A - addition_method: manual https://javarevisited.blogspot.com/2019/01/top-5-free-kubernetes-courses-for-DevOps-Engineer.html: + addition_method: manual content_hash: 4267ec41c92106cdf595e8d332bc3227a474e654a643fc53119e2ee24677f4db description: '' health_score: 100.0 @@ -142236,8 +148398,8 @@ https://javarevisited.blogspot.com/2019/01/top-5-free-kubernetes-courses-for-Dev v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://javarevisited.blogspot.com/2019/05/top-5-courses-to-learn-docker-and-kubernetes-for-devops.html: + addition_method: manual content_hash: fee460da54102484738ffffb61ee5f70bd8c9766c2f017844d7ae8b9eb9534ad description: '' health_score: 100.0 @@ -142254,8 +148416,8 @@ https://javarevisited.blogspot.com/2019/05/top-5-courses-to-learn-docker-and-kub v2_locations: - kubernetes.md year: N/A - addition_method: manual https://javarevisited.blogspot.com/2019/10/the-java-developer-roadmap.html: + addition_method: manual content_hash: f94ab4d983aef31d92dcfa46698c78f6c7a7c6299e31f071955dbc940ccd137b description: '' health_score: 100.0 @@ -142271,8 +148433,8 @@ https://javarevisited.blogspot.com/2019/10/the-java-developer-roadmap.html: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://javarevisited.blogspot.com/2020/05/10-jdbctemplate-examples-in-spring.html: + addition_method: manual content_hash: a791ce3a6b4741c038de7136afc87d0ec8bda0d66562684bbcd8cca74f370e3b description: '' health_score: 100.0 @@ -142288,8 +148450,8 @@ https://javarevisited.blogspot.com/2020/05/10-jdbctemplate-examples-in-spring.ht v2_locations: - 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jenkins.md year: N/A - addition_method: manual https://jenkinsistheway.io/user-story/to-devsecops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143172,8 +149334,8 @@ https://jenkinsistheway.io/user-story/to-devsecops: v2_locations: - jenkins.md year: N/A - addition_method: manual https://jeremydmiller.com/2021/10/12/self-diagnosing-deployments-with-oakton-and-lamar: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143189,8 +149351,8 @@ https://jeremydmiller.com/2021/10/12/self-diagnosing-deployments-with-oakton-and v2_locations: - dotnet.md year: N/A - addition_method: manual https://jeromevdl.medium.com/when-to-use-a-lambda-function-and-when-not-9a225e6dd2dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143204,8 +149366,8 @@ https://jeromevdl.medium.com/when-to-use-a-lambda-function-and-when-not-9a225e6d v2_locations: - serverless.md year: N/A - addition_method: manual https://jet-start.sh: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143221,8 +149383,8 @@ https://jet-start.sh: - java-and-java-performance-optimization.md - message-queue.md year: N/A - addition_method: manual https://jet-start.sh/blog/2020/06/09/jdk-gc-benchmarks-part1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143237,8 +149399,8 @@ https://jet-start.sh/blog/2020/06/09/jdk-gc-benchmarks-part1: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://jfrog.com/blog: + addition_method: manual ai_summary: A practical walk-through showing how to use Spectral in tandem with JFrog Pipelines. The tutorial focuses on identifying misplaced credentials and code misconfigurations inside continuous integration stages. @@ -143261,8 +149423,8 @@ https://jfrog.com/blog: - registries.md - devsecops.md year: '2022' - addition_method: manual https://jfrog.com/blog/5-steps-to-hosting-your-application-on-amazon-cloud-container-service: + addition_method: manual content_hash: d6afeb5a86a47cc7febf14411f124ad1d2cd4ec1641ff2b52e358ee1b765301c description: '' health_score: 100.0 @@ -143279,8 +149441,8 @@ https://jfrog.com/blog/5-steps-to-hosting-your-application-on-amazon-cloud-conta v2_locations: - demos.md year: N/A - addition_method: manual https://jfrog.com/blog/cloud-native-ci-cd-the-ultimate-checklist: + addition_method: manual ai_summary: 'Curator Insight: A structured audit checklist targeting modern, microservices-driven Kubernetes pipeline builds. Live Grounding: Focuses on container image promotion, security vulnerability gates, and metadata tracking. Crucial for designing compliance-ready @@ -143309,8 +149471,8 @@ https://jfrog.com/blog/cloud-native-ci-cd-the-ultimate-checklist: v2_locations: - cicd.md year: N/A - addition_method: manual https://jfrog.com/blog/dont-let-prometheus-steal-your-fire: + addition_method: manual content_hash: 734a76828f6b91cd4229adecf55175b0f6d63de8fab725047c0c13664242abc9 description: '' health_score: 100.0 @@ -143326,8 +149488,8 @@ https://jfrog.com/blog/dont-let-prometheus-steal-your-fire: v2_locations: - prometheus.md year: N/A - addition_method: manual https://jfrog.com/blog/github-vs-jfrog-who-can-do-the-job-for-devops: + addition_method: manual ai_summary: A detailed product comparison of GitHub Packages and JFrog Artifactory, contrasting binary registry performance limits, metadata depth, and enterprise scaling models. @@ -143354,8 +149516,8 @@ https://jfrog.com/blog/github-vs-jfrog-who-can-do-the-job-for-devops: v2_locations: - registries.md year: N/A - addition_method: manual https://jfrog.com/blog/helm-charts-best-practices: + addition_method: manual ai_summary: JFrog's blueprint on production Helm chart development. Recommends strategies for structured defaults, semantic versioning rules, and secure enterprise registry publishing. @@ -143383,8 +149545,8 @@ https://jfrog.com/blog/helm-charts-best-practices: v2_locations: - helm.md year: N/A - addition_method: manual https://jfrog.com/blog/how-i-leaped-forward-my-jenkins-build-with-jfrog-pipelines: + addition_method: manual content_hash: a48397adced925ba90b1355bac44349d267b2c0efbb48e7c7393c36b7ff2fc7a description: '' health_score: 100.0 @@ -143396,8 +149558,8 @@ https://jfrog.com/blog/how-i-leaped-forward-my-jenkins-build-with-jfrog-pipeline - docs/jenkins-alternatives.md - docs/registries.md year: N/A - addition_method: manual https://jfrog.com/blog/how-to-accelerate-software-delivery-with-hybrid-cloud-ci-cd: + addition_method: manual ai_summary: 'Curator Insight: Case study analyzing delivery speedups for high-traffic, e-commerce architectures in hybrid environments. Live Grounding: Illustrates cross-cloud registry synchronization, multi-region deployments, and localized caching strategies. @@ -143428,8 +149590,8 @@ https://jfrog.com/blog/how-to-accelerate-software-delivery-with-hybrid-cloud-ci- v2_locations: - cicd.md year: N/A - addition_method: manual https://jfrog.com/blog/how-to-protect-your-secrets-with-spectral-and-jfrog-pipelines: + addition_method: manual content_hash: a48397adced925ba90b1355bac44349d267b2c0efbb48e7c7393c36b7ff2fc7a description: '' health_score: 100.0 @@ -143440,8 +149602,8 @@ https://jfrog.com/blog/how-to-protect-your-secrets-with-spectral-and-jfrog-pipel v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://jfrog.com/blog/jfrog-artifactory-kubernetes-registry: + addition_method: manual ai_summary: A deep technical article showing how JFrog Artifactory works as a high-density Kubernetes-integrated OCI registry with caching and security protections. complexity: Intermediate @@ -143467,8 +149629,8 @@ https://jfrog.com/blog/jfrog-artifactory-kubernetes-registry: v2_locations: - registries.md year: N/A - addition_method: manual https://jfrog.com/blog/pipelines-ci-cd-and-the-jfrog-platform-difference: + addition_method: manual content_hash: af025d6199ba3b02bc9af940118534415d3cd2be707d85785c13b8da47397544 description: '' health_score: 100.0 @@ -143479,8 +149641,8 @@ https://jfrog.com/blog/pipelines-ci-cd-and-the-jfrog-platform-difference: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://jfrog.com/container-registry: + addition_method: manual ai_summary: Enterprise landing page for JFrog's Container Registry, showing support for Helm, Docker, and OCI specifications with high-availability clustering and build-of-materials reporting. @@ -143507,8 +149669,8 @@ https://jfrog.com/container-registry: v2_locations: - registries.md year: N/A - addition_method: manual https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories: + addition_method: manual content_hash: 6f377dbaf9043effc1ecf880e82df7c1a04b6df53d412ba1fe5079cae8aee95d health_score: 64.0 last_checked: 1779130494.935883 @@ -143520,8 +149682,8 @@ https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories status: review_required v1_locations: - docs/registries.md - addition_method: manual https://jfrog.com/integration/kubernetes-docker-registry: + addition_method: manual content_hash: 538fbc15bcbce09c7d39035e5551ec30a7c7e5c626afc52647ab37f647f8c2b7 description: '' health_score: 100.0 @@ -143533,8 +149695,8 @@ https://jfrog.com/integration/kubernetes-docker-registry: v1_locations: - docs/registries.md year: N/A - addition_method: manual https://jfrog.com/integrations/kubernetes-docker-registry: + addition_method: manual ai_summary: An exploration of JFrog Artifactory's role as a local Kubernetes Docker registry proxy, showing how it minimizes deployment latency and manages external registry rate limits. @@ -143556,8 +149718,8 @@ https://jfrog.com/integrations/kubernetes-docker-registry: v2_locations: - registries.md year: '2022' - addition_method: manual https://jfrog.com/knowledge-base/a-beginners-guide-to-understanding-and-building-docker-images: + addition_method: manual content_hash: 1f73d5d89c04425858394d6eed791169f0ddb9abd035e1140e1b886ee8c67506 description: '' health_score: 100.0 @@ -143569,8 +149731,8 @@ https://jfrog.com/knowledge-base/a-beginners-guide-to-understanding-and-building v1_locations: - docs/docker.md year: N/A - addition_method: manual https://jfrog.com/knowledge-base/the-basics-7-alternatives-to-docker-all-in-one-solutions-and-standalone-container-tools: + addition_method: manual content_hash: dd788fa9bfcaba086c62d184d7f0740d92c5816dbff5602fec34c86299bd674e description: '' health_score: 100.0 @@ -143582,8 +149744,8 @@ https://jfrog.com/knowledge-base/the-basics-7-alternatives-to-docker-all-in-one- v1_locations: - docs/docker.md year: N/A - addition_method: manual https://jfrog.com/learn/cloud-native/how-to-build-docker-images: + addition_method: manual content_hash: 290ca9eca512f3f956a0b32207ab4d86dfb49cca1ff085d556b1c180eef0f78c health_score: 100.0 last_checked: 1779130494.939016 @@ -143595,8 +149757,8 @@ https://jfrog.com/learn/cloud-native/how-to-build-docker-images: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://jfrog.com/learn/devops/alternatives-to-docker: + addition_method: manual content_hash: 6a8ec3ea438a23949ab9ade73704fcd5ab0a9fe85986b43eea1b439ee9360cb0 health_score: 100.0 last_checked: 1779130494.975956 @@ -143608,8 +149770,8 @@ https://jfrog.com/learn/devops/alternatives-to-docker: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://jfrog.com/pipelines: + addition_method: manual ai_summary: An enterprise-grade CI/CD automation tool natively integrated into the JFrog Platform. It leverages declarative YAML schemas, step-based workflows, and reusable resource models to orchestrate robust binary-centric pipelines with native @@ -143638,8 +149800,8 @@ https://jfrog.com/pipelines: - cicd.md - jenkins-alternatives.md year: N/A - addition_method: manual https://jfrog.com/platform: + addition_method: manual content_hash: e35705990f76317f281f87a52fee08dfaf1c933adda20e0659ce1452c041d689 description: '' health_score: 100.0 @@ -143655,8 +149817,8 @@ https://jfrog.com/platform: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://jfrog.com/whitepaper/gigaom-radar-for-enterprise-ci-cd: + addition_method: manual content_hash: af025d6199ba3b02bc9af940118534415d3cd2be707d85785c13b8da47397544 description: '' health_score: 100.0 @@ -143667,9 +149829,9 @@ https://jfrog.com/whitepaper/gigaom-radar-for-enterprise-ci-cd: v1_locations: - docs/cicd.md year: N/A - addition_method: manual ? https://jfrog.com/whitepaper/the-jfrog-journey-to-kubernetes-best-practices-for-taking-your-containers-all-the-way-to-production -: ai_summary: A detailed whitepaper detailing strategies for transitioning binaries +: addition_method: manual + ai_summary: A detailed whitepaper detailing strategies for transitioning binaries safely into Kubernetes environments, highlighting JFrog's best practices for container staging. complexity: Intermediate @@ -143697,8 +149859,8 @@ https://jfrog.com/whitepaper/gigaom-radar-for-enterprise-ci-cd: v2_locations: - registries.md year: N/A - addition_method: manual https://jhhemal.medium.com/some-essential-built-in-tools-for-working-with-lists-81c4f9d5f25e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143712,8 +149874,8 @@ https://jhhemal.medium.com/some-essential-built-in-tools-for-working-with-lists- v2_locations: - python.md year: N/A - addition_method: manual https://jhhemal.medium.com/some-tips-and-tricks-for-writing-better-code-in-python-f65e4b6814fd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143727,8 +149889,8 @@ https://jhhemal.medium.com/some-tips-and-tricks-for-writing-better-code-in-pytho v2_locations: - python.md year: N/A - addition_method: manual https://jijujacob27.medium.com/sharded-saas-applications-on-kubernetes-using-helm-argocd-and-argo-rollouts-a683c66f8646: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143743,8 +149905,8 @@ https://jijujacob27.medium.com/sharded-saas-applications-on-kubernetes-using-hel v2_locations: - argo.md year: N/A - addition_method: manual https://jimangel.io/post/auto-gitops-isitstillrunning.com: + addition_method: manual content_hash: 555839b76c0b70ea769ee625f61e9a3c742917b26c280660bc222d9418eaf926 description: '' health_score: 100.0 @@ -143755,8 +149917,8 @@ https://jimangel.io/post/auto-gitops-isitstillrunning.com: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://jimmydqv.com/iam-anywhere: + addition_method: manual content_hash: 38b12998ee1175e2f63cedceaa0596dbf9d7e859e41f6c1dd62fcd57110f803e description: '' health_score: 100.0 @@ -143772,8 +149934,8 @@ https://jimmydqv.com/iam-anywhere: v2_locations: - aws-security.md year: N/A - addition_method: manual https://jimmysong.io/awesome-cloud-native: + addition_method: manual content_hash: 37d670790e1825ff817a5ce878eebf563c5a137963e056c6fe213e77b2d218ee description: '' health_score: 100.0 @@ -143783,8 +149945,8 @@ https://jimmysong.io/awesome-cloud-native: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://jimmysong.io/blog/sidecar-injection-iptables-and-traffic-routing: + addition_method: manual ai_summary: A highly detailed architectural breakdown of sidecar container injection and the underlying Linux iptables mechanisms that intercept incoming and outgoing application traffic. Ideal for security audits and troubleshooting complex network @@ -143809,8 +149971,8 @@ https://jimmysong.io/blog/sidecar-injection-iptables-and-traffic-routing: v2_locations: - istio.md year: '2021' - addition_method: manual https://jimmysong.io/en/blog/sidecar-injection-iptables-and-traffic-routing: + addition_method: manual content_hash: 06de95ed854b85dd465e84cbd7ff9ce3dee989c0c758582dff6ec6d2eaf4aefe description: '' health_score: 100.0 @@ -143822,8 +149984,8 @@ https://jimmysong.io/en/blog/sidecar-injection-iptables-and-traffic-routing: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://jimmysong.io/kubernetes-handbook/concepts/pod.html: + addition_method: manual content_hash: 7a2d7655e4722cb3117f2029a981d9878d43d683d0b4a00868492609d26d8818 description: '' health_score: 100.0 @@ -143834,8 +149996,8 @@ https://jimmysong.io/kubernetes-handbook/concepts/pod.html: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://jimmysong.io/kubernetes-handbook/guide/using-kubectl.html: + addition_method: manual content_hash: 7a2d7655e4722cb3117f2029a981d9878d43d683d0b4a00868492609d26d8818 description: '' health_score: 100.0 @@ -143846,8 +150008,8 @@ https://jimmysong.io/kubernetes-handbook/guide/using-kubectl.html: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://jimmysong.io/zh/book/kubernetes-handbook: + addition_method: manual content_hash: c330efa46e05d4d8eac8cea23627f846ada4b4efd594aa707bff007f5b4ed663 health_score: 100.0 last_checked: 1779130495.009242 @@ -143859,8 +150021,8 @@ https://jimmysong.io/zh/book/kubernetes-handbook: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://jinwookim928.medium.com/automation-script-for-git-flow-on-powershell-70d0596f6da8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143874,8 +150036,8 @@ https://jinwookim928.medium.com/automation-script-for-git-flow-on-powershell-70d v2_locations: - azure.md year: N/A - addition_method: manual https://jinwookim928.medium.com/intro-to-event-driven-architecture-79914e5969d7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143889,8 +150051,8 @@ https://jinwookim928.medium.com/intro-to-event-driven-architecture-79914e5969d7: v2_locations: - message-queue.md year: N/A - addition_method: manual https://jitpack.io: + addition_method: manual ai_summary: An on-demand repository proxy that builds GitHub or GitLab repositories on the fly and serves them as Maven dependencies, simplifying library distribution. complexity: Beginner @@ -143917,8 +150079,8 @@ https://jitpack.io: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://jjba.dev/posts/jenkins-shared-library: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143932,8 +150094,8 @@ https://jjba.dev/posts/jenkins-shared-library: v2_locations: - jenkins.md year: N/A - addition_method: manual https://jkcfg.github.io: + addition_method: manual content_hash: 31b25869b39f1baa9e7fc279255901b696c36629e57294d4455f479534139852 description: '' health_score: 100.0 @@ -143944,8 +150106,8 @@ https://jkcfg.github.io: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://jkebertz.medium.com/the-art-of-writing-amazing-rest-apis-dc4c4100478d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -143959,8 +150121,8 @@ https://jkebertz.medium.com/the-art-of-writing-amazing-rest-apis-dc4c4100478d: v2_locations: - api.md year: N/A - addition_method: manual https://jmeter.apache.org: + addition_method: manual ai_summary: Apache JMeter is the industry standard for performing robust load tests across varied protocols (HTTP, FTP, SOAP, Database). Allows extensive functional testing and architectural load emulation. @@ -143989,8 +150151,8 @@ https://jmeter.apache.org: - performance-testing-with-jenkins-and-jmeter.md - prometheus.md year: N/A - addition_method: manual https://jmeter.apache.org/usermanual/best-practices.html: + addition_method: manual ai_summary: The official JMeter optimization playbook outlining key configuration standards. Focuses on minimizing CLI resource utilization, visual component overhead, and tuning JVM garbage collection for stable testing. @@ -144017,8 +150179,8 @@ https://jmeter.apache.org/usermanual/best-practices.html: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://jmfloreszazo.com/flujos-de-trabajo-de-git: + addition_method: manual ai_summary: Exposición exhaustiva sobre los flujos de trabajo más populares de la industria, incluyendo GitFlow, GitHub Flow y Trunk-Based Development. Proporciona un marco analítico sólido para ayudar a los equipos a seleccionar un modelo de @@ -144047,8 +150209,8 @@ https://jmfloreszazo.com/flujos-de-trabajo-de-git: v2_locations: - git.md year: N/A - addition_method: manual https://jmfloreszazo.com/git-mejores-practicas-cherry-picking: + addition_method: manual ai_summary: Guía detallada que describe las mejores prácticas de ingeniería para implementar el comando `git cherry-pick`. Detalla los riesgos de la duplicación de hashes y cómo estructurar ramas de hotfix para evitar conflictos repetidos @@ -144077,8 +150239,8 @@ https://jmfloreszazo.com/git-mejores-practicas-cherry-picking: v2_locations: - git.md year: N/A - addition_method: manual https://jmfloreszazo.com/monetizar-un-api-con-azure-api-management: + addition_method: manual content_hash: 51f947a7df00d54b3fe3dc19b30d3176f9acc5d9f1385c7aef40e97cfa4003a7 description: '' health_score: 100.0 @@ -144094,8 +150256,8 @@ https://jmfloreszazo.com/monetizar-un-api-con-azure-api-management: v2_locations: - azure.md year: N/A - addition_method: manual https://jmrobles.medium.com/how-to-setup-hetzner-load-balancer-on-a-kubernetes-cluster-2ce79ca4a27b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144110,8 +150272,8 @@ https://jmrobles.medium.com/how-to-setup-hetzner-load-balancer-on-a-kubernetes-c v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://joachim8675309.medium.com/aks-with-grpc-and-ingress-nginx-32481a792a1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144125,8 +150287,8 @@ https://joachim8675309.medium.com/aks-with-grpc-and-ingress-nginx-32481a792a1: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://joachim8675309.medium.com/externaldns-with-aks-azure-dns-941a1804dc88: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144140,8 +150302,8 @@ https://joachim8675309.medium.com/externaldns-with-aks-azure-dns-941a1804dc88: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://joachim8675309.medium.com/externaldns-with-eks-and-route53-90aa23fa3aba: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144155,8 +150317,8 @@ https://joachim8675309.medium.com/externaldns-with-eks-and-route53-90aa23fa3aba: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://joachim8675309.medium.com/istio-service-mesh-on-aks-1b6ed16f6890: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144170,8 +150332,8 @@ https://joachim8675309.medium.com/istio-service-mesh-on-aks-1b6ed16f6890: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://jobs.rekruuto.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144185,8 +150347,8 @@ https://jobs.rekruuto.com: v2_locations: - recruitment.md year: N/A - addition_method: manual https://joelcalifa.com/blog/tiny-wins: + addition_method: manual content_hash: a04b0dd2dafac46ef45878d222647d9429afc64ffcb085be37acaf332875763a description: '' health_score: 100.0 @@ -144202,8 +150364,8 @@ https://joelcalifa.com/blog/tiny-wins: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://joereis.substack.com/p/data-engineering-in-2024-what-im: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144217,8 +150379,8 @@ https://joereis.substack.com/p/data-engineering-in-2024-what-im: v2_locations: - introduction.md year: N/A - addition_method: manual https://john-tucker.medium.com/kubernetes-cpu-resource-requests-at-runtime-c4df668d1c5c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144232,8 +150394,8 @@ https://john-tucker.medium.com/kubernetes-cpu-resource-requests-at-runtime-c4df6 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://johnclarke73.medium.com/our-continuous-delivery-journey-11d86dd68a49: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144247,8 +150409,8 @@ https://johnclarke73.medium.com/our-continuous-delivery-journey-11d86dd68a49: v2_locations: - flux.md year: N/A - addition_method: manual https://johnlokerse.dev/2024/02/05/lint-azure-bicep-templates-in-azure-devops: + addition_method: manual content_hash: e54504f2d22e6f0f064b52aa5208bd6f6a8493f13db597e99dc77013d4d28443 description: '' health_score: 100.0 @@ -144264,8 +150426,8 @@ https://johnlokerse.dev/2024/02/05/lint-azure-bicep-templates-in-azure-devops: v2_locations: - azure.md year: N/A - addition_method: manual https://johnlokerse.dev/2025/02/10/automate-pull-request-descriptions-in-azure-devops-with-azure-openai: + addition_method: manual ai_summary: A practical implementation guide demonstrating how to integrate Azure OpenAI into Azure DevOps pipelines to automatically generate comprehensive pull request descriptions from code differences. Demonstrates prompt engineering techniques @@ -144299,8 +150461,8 @@ https://johnlokerse.dev/2025/02/10/automate-pull-request-descriptions-in-azure-d - azure.md - cicd.md year: N/A - addition_method: manual https://jonbc.medium.com/hacking-your-way-to-observability-part-1-cf4cd42fb4dc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144314,8 +150476,8 @@ https://jonbc.medium.com/hacking-your-way-to-observability-part-1-cf4cd42fb4dc: v2_locations: - prometheus.md year: N/A - addition_method: manual https://jonbc.medium.com/hacking-your-way-to-observability-part-2-c38baaee6b92: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144329,8 +150491,8 @@ https://jonbc.medium.com/hacking-your-way-to-observability-part-2-c38baaee6b92: v2_locations: - prometheus.md year: N/A - addition_method: manual https://jonnylangefeld.com/blog/kubernetes-how-to-view-swagger-ui: + addition_method: manual content_hash: 2e7003f0f4517095e1169840293ee324fa8a78dbca7586da69e652966ace6034 health_score: 100.0 last_checked: 1779032046.014836 @@ -144342,8 +150504,8 @@ https://jonnylangefeld.com/blog/kubernetes-how-to-view-swagger-ui: - docs/swagger-code-generator-for-rest-apis.md v2_locations: - swagger-code-generator-for-rest-apis.md - addition_method: manual https://josephrodriguezg.medium.com/deploying-a-spring-boot-application-in-kubernetes-using-helm-charts-5c04c2d46e16: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144358,8 +150520,8 @@ https://josephrodriguezg.medium.com/deploying-a-spring-boot-application-in-kuber v2_locations: - demos.md year: N/A - addition_method: manual https://joseprsm.medium.com/how-to-build-machine-learning-models-that-train-themselves-bbc87499ca5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144373,8 +150535,8 @@ https://joseprsm.medium.com/how-to-build-machine-learning-models-that-train-them v2_locations: - mlops.md year: N/A - addition_method: manual https://joshbersin.com/2021/12/from-the-great-resignation-to-the-great-migration: + addition_method: manual ai_summary: Reframes the 'Great Resignation' as a global reallocation of talent toward high-growth, modern tech environments. Analyzes macro-level shifts in sector demand, explaining why companies with outdated engineering practices lost critical @@ -144402,8 +150564,8 @@ https://joshbersin.com/2021/12/from-the-great-resignation-to-the-great-migration v2_locations: - recruitment.md year: N/A - addition_method: manual https://journeyofthegeek.com/2024/05/10/azure-authorization-azure-rbac-delegation: + addition_method: manual content_hash: e4820a355075753a0a9a5d82ba236797054dab13d36296e32ab04eced205d30c description: '' health_score: 100.0 @@ -144419,8 +150581,8 @@ https://journeyofthegeek.com/2024/05/10/azure-authorization-azure-rbac-delegatio v2_locations: - azure.md year: N/A - addition_method: manual https://jpastreamer.org: + addition_method: manual content_hash: 52aebb7bce462b733097d6661915204794d4ceb420f5913d07da87123165d015 description: '' health_score: 100.0 @@ -144436,8 +150598,8 @@ https://jpastreamer.org: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://jpetazzo.github.io/2021/11/30/docker-build-container-images-antipatterns: + addition_method: manual content_hash: 038b0dad202b5539f0e4516114c692bd81d264e8afc4e8f5c8c8d891f9f910f1 health_score: 100.0 last_checked: 1779031576.240457 @@ -144449,8 +150611,8 @@ https://jpetazzo.github.io/2021/11/30/docker-build-container-images-antipatterns - docs/docker.md v2_locations: - docker.md - addition_method: manual https://jproco.medium.com/deliver-a-product-roadmap-that-survives-startup-velocity-f9be4fb9893e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144464,8 +150626,8 @@ https://jproco.medium.com/deliver-a-product-roadmap-that-survives-startup-veloci v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://json-schema.org/understanding-json-schema: + addition_method: manual content_hash: 9f0bf9b8918ead993838938a77f3a4cc1fb47956832cef9ca08e983a6fabb1e7 description: '' health_score: 100.0 @@ -144476,8 +150638,8 @@ https://json-schema.org/understanding-json-schema: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://json-schema.org/understanding-json-schema/reference: + addition_method: manual ai_summary: The official handbook of JSON Schema guidelines, detailing validation syntax, schemas design, and keyword definitions. Crucial for designing and verifying API contract interfaces in modern software architectures. @@ -144498,8 +150660,8 @@ https://json-schema.org/understanding-json-schema/reference: v2_locations: - yaml.md year: '2025' - addition_method: manual https://jsoncrack.com: + addition_method: manual ai_summary: A browser utility that renders complex, nested JSON objects into visual node-based graph models. Dramatically improves debugging speed and schema comprehension compared to typical flat text views. @@ -144527,8 +150689,8 @@ https://jsoncrack.com: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://jsonformatter.org/yaml-validator: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144542,8 +150704,8 @@ https://jsonformatter.org/yaml-validator: v2_locations: - yaml.md year: N/A - addition_method: manual https://jsoning.com: + addition_method: manual ai_summary: A clean web application designed to validate, format, and visualize JSON documents. Helps developers instantly detect validation errors and format nested schemas. @@ -144571,8 +150733,8 @@ https://jsoning.com: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://jsonnet.org: + addition_method: manual ai_summary: A declarative, data-templating syntax extending JSON with functions, variables, and inheritance structures. It empowers systems engineers to programmatic compile, clean, and deduplicate deeply nested server specifications. @@ -144602,8 +150764,8 @@ https://jsonnet.org: - yaml.md - kubernetes.md year: N/A - addition_method: manual https://jsontoolbox.com: + addition_method: manual content_hash: 1e6342089ab9d0590523b33e69c9c6b239ccc81a1fc0d9866464278976d37cbe description: '' health_score: 100.0 @@ -144619,8 +150781,8 @@ https://jsontoolbox.com: v2_locations: - ChromeDevTools.md year: N/A - addition_method: manual https://judebantony.github.io/cicd-github-action-example: + addition_method: manual content_hash: 7bd18de295290e1b1b31b1c49565322bbb81d658c099f6fc8e955242b5fb274f description: '' health_score: 100.0 @@ -144636,8 +150798,8 @@ https://judebantony.github.io/cicd-github-action-example: v2_locations: - demos.md year: N/A - addition_method: manual https://juhache.substack.com/p/from-data-engineer-to-yaml-engineer-ed2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -144651,8 +150813,8 @@ https://juhache.substack.com/p/from-data-engineer-to-yaml-engineer-ed2: v2_locations: - message-queue.md year: N/A - addition_method: manual https://juju.is/cloud-native-kubernetes-usage-report-2021: + addition_method: manual content_hash: 6dd11f73ac72feaba19d04d02df52351050e2cf9701a46e219eb47d3bb1d2f93 description: '' health_score: 100.0 @@ -144663,8 +150825,8 @@ https://juju.is/cloud-native-kubernetes-usage-report-2021: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://julien.danjou.info/blog/2015/guide-to-python-profiling-cprofile-concrete-case-carbonara: + addition_method: manual content_hash: 09ead1ea8cb01737bc54b06ff43bb0fec516e26687cc1b69bfc70dbd00ccced3 description: '' health_score: 100.0 @@ -144680,8 +150842,8 @@ https://julien.danjou.info/blog/2015/guide-to-python-profiling-cprofile-concrete v2_locations: - python.md year: N/A - addition_method: manual https://julien.danjou.info/stop-merging-your-pull-request-manually: + addition_method: manual ai_summary: Advocates for using automated merge engines to manage pull requests instead of manually executing git merges. The author explains how programmatic merge validation queues eliminate regression bugs, enforce testing standards, @@ -144709,8 +150871,8 @@ https://julien.danjou.info/stop-merging-your-pull-request-manually: v2_locations: - git.md year: N/A - addition_method: manual https://jumpstart.azure.com: + addition_method: manual content_hash: 768dbbff7065c10316853c2c5cbd72e32d7392e0f850372f6f96b01ea83fcbfd health_score: 100.0 last_checked: 1779130495.006318 @@ -144721,8 +150883,8 @@ https://jumpstart.azure.com: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://junit.org: + addition_method: manual content_hash: 9000da8697382f4650dbd067501ee72b560a4ac44a716546153eb1a8fdef088a description: '' health_score: 100.0 @@ -144738,8 +150900,8 @@ https://junit.org: v2_locations: - qa.md year: N/A - addition_method: manual https://justingarrison.com/blog/2021-07-11-github-url-hacks: + addition_method: manual content_hash: dc32d0620a9a3d48b74fb26b1893fcda690b20e72bb930b06095bcbd646414d2 health_score: 100.0 last_checked: 1779130495.002486 @@ -144750,8 +150912,8 @@ https://justingarrison.com/blog/2021-07-11-github-url-hacks: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://justinoconnor.codes/2022/08/19/azure-periodic-table-of-resource-naming-convention-shorthands: + addition_method: manual content_hash: da5eddd3accc4516647e6211026f10c75ad5e20f0b2975d785330f053cd293e8 description: '' health_score: 100.0 @@ -144768,8 +150930,8 @@ https://justinoconnor.codes/2022/08/19/azure-periodic-table-of-resource-naming-c v2_locations: - azure.md year: N/A - addition_method: manual https://jvns.ca/blog/2021/09/24/new-tool--an-nginx-playground: + addition_method: manual ai_summary: An introductory blog post by Julia Evans launching an interactive Nginx configuration playground. It explains the core configuration blocks and how the visual playground simplifies debugging path matches and header rewrites. @@ -144797,8 +150959,8 @@ https://jvns.ca/blog/2021/09/24/new-tool--an-nginx-playground: v2_locations: - web-servers.md year: N/A - addition_method: manual https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools: + addition_method: manual ai_summary: A highly curated technical index compiling modern CLI tools that replace classic utilities. Recommends Rust-based tools like fd, bat, and jaq to modernize development environments. @@ -144828,8 +150990,8 @@ https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools: - linux.md - yaml.md year: N/A - addition_method: manual https://k0sproject.io: + addition_method: manual ai_summary: k0s is a zero-friction, highly secure Kubernetes distribution compiled into a single static binary. It separates the control plane from node processes, reducing operational overhead and memory usage, making it an excellent match for @@ -144859,8 +151021,8 @@ https://k0sproject.io: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://k21academy.com: + addition_method: manual content_hash: 296cf6d0e306de75c995bd3301e1db52346b0aef1c77889b3971b939bf8510d1 health_score: 100.0 last_checked: 1779130495.009795 @@ -144872,16 +151034,16 @@ https://k21academy.com: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://k21academy.com/amazon-web-services/aws-devops-vs-azure-devops: + addition_method: manual content_hash: 055e35021534704ebe0f04e27eadd9ecb365fc0d53acb1c1571ef967c7639d18 health_score: 100.0 last_checked: 1779034348.33744 status: online v1_locations: - docs/aws-devops.md - addition_method: manual https://k21academy.com/amazon-web-services/aws-solutions-architect/aws-application-services: + addition_method: manual content_hash: 455a759bbbde884d8332599d9b093f434f01892798a5c22ca93603966afefd35 description: '' health_score: 100.0 @@ -144892,8 +151054,8 @@ https://k21academy.com/amazon-web-services/aws-solutions-architect/aws-applicati v1_locations: - docs/aws.md year: N/A - addition_method: manual https://k21academy.com/amazon-web-services/aws-solutions-architect/aws-secrets-manager: + addition_method: manual content_hash: a35ce1b1a4911a029ed985ce5b4ad8c0402a77b5a85d145b2a76b38ac826ea96 description: '' health_score: 100.0 @@ -144904,8 +151066,8 @@ https://k21academy.com/amazon-web-services/aws-solutions-architect/aws-secrets-m v1_locations: - docs/aws-security.md year: N/A - addition_method: manual https://k21academy.com/ansible/ansible-for-beginners: + addition_method: manual content_hash: 6341d6459949808dd44deb90668b903525865e2296c67fcbe51002ccedac3d57 description: '' health_score: 100.0 @@ -144917,8 +151079,8 @@ https://k21academy.com/ansible/ansible-for-beginners: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://k21academy.com/ansible/day2-live-session-review-and-q-a: + addition_method: manual content_hash: f97600d979a6a836f3cb8b113bdf10f389fef64ef38c88befad15f3b2e2fd893 description: '' health_score: 100.0 @@ -144928,8 +151090,8 @@ https://k21academy.com/ansible/day2-live-session-review-and-q-a: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://k21academy.com/ansible/terraform-vs-ansible: + addition_method: manual content_hash: 5a63354e882b0091df9096a4cc43aead87d6a7be128b3a2236ea557fa7e58cd3 description: '' health_score: 100.0 @@ -144941,8 +151103,8 @@ https://k21academy.com/ansible/terraform-vs-ansible: v1_locations: - docs/iac.md year: N/A - addition_method: manual https://k21academy.com/aws-cloud/aws-application-services: + addition_method: manual health_score: 100.0 last_checked: 1779130494.968555 status: online @@ -144952,8 +151114,8 @@ https://k21academy.com/aws-cloud/aws-application-services: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://k21academy.com/aws-cloud/aws-devops-vs-azure-devops: + addition_method: manual ai_summary: 'Curator Insight: Comprehensive comparison article analyzing features, costs, and tooling differences. @@ -144976,8 +151138,8 @@ https://k21academy.com/aws-cloud/aws-devops-vs-azure-devops: v2_locations: - aws-devops.md year: '2020' - 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Walks through network policies, API server hardening, and pod security admission controls. @@ -145760,8 +151922,8 @@ https://kalilinuxtutorials.com/deploying-securing-kubernetes-clusters: v2_locations: - devsecops.md year: N/A - addition_method: manual https://kalilinuxtutorials.com/ldsview: + addition_method: manual ai_summary: Curator Insight introduces Ldsview as a specialized tool for searching offline LDIF directory dumps. Live Grounding highlights its value during isolated security auditing and offline LDAP database analysis where live directory server @@ -145791,8 +151953,8 @@ https://kalilinuxtutorials.com/ldsview: v2_locations: - linux.md year: N/A - addition_method: manual https://kalm.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -145806,8 +151968,8 @@ https://kalm.dev: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://kamsjec.medium.com/argocd-setup-on-kubernetes-openshift-cluster-f7340344c017: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -145821,8 +151983,8 @@ https://kamsjec.medium.com/argocd-setup-on-kubernetes-openshift-cluster-f7340344 v2_locations: - argo.md year: N/A - addition_method: manual https://kamsjec.medium.com/kubernetes-taints-and-tolerations-18727f618d01: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -145836,8 +151998,8 @@ https://kamsjec.medium.com/kubernetes-taints-and-tolerations-18727f618d01: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kamsjec.medium.com/liveness-and-readiness-probes-91919f24e305: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -145851,15 +152013,15 @@ https://kamsjec.medium.com/liveness-and-readiness-probes-91919f24e305: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kanakinfosystems.com/blog/sql-cheat-sheet: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029371.373218 v1_locations: - docs/cheatsheets.md - addition_method: manual https://kanister.io: + addition_method: manual content_hash: f8cd2ccca3740391ade2febf08f26396e4c8b8eccce8d8057fb88d5769e25ce3 description: '' health_score: 100.0 @@ -145869,8 +152031,8 @@ https://kanister.io: v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://kapeli.com/cheat_sheets/Sourcetree.docset/Contents/Resources/Documents/index: + addition_method: manual content_hash: 2bae9c208c5efc3d5e92743138fa0cdf2c8a407c3c43c89e64979417b331e6a7 description: '' health_score: 100.0 @@ -145888,8 +152050,8 @@ https://kapeli.com/cheat_sheets/Sourcetree.docset/Contents/Resources/Documents/i - cheatsheets.md - git.md year: N/A - addition_method: manual https://kapeli.com/cheatsheets: + addition_method: manual content_hash: 3daf7cdc83ef95b577cddb5f36f647b3e86372a44f1646afc91b417f264d4ecd description: '' health_score: 100.0 @@ -145905,8 +152067,8 @@ https://kapeli.com/cheatsheets: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://kapeli.com/dash: + addition_method: manual content_hash: 905bf2febd40d083831dd886d7ce89c0acab8beede7ac166c280b641b1213629 description: '' health_score: 100.0 @@ -145922,8 +152084,8 @@ https://kapeli.com/dash: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://kapitan.dev: + addition_method: manual ai_summary: A powerful configuration generator for Kubernetes and cloud platforms. Includes native cryptographic secrets handling (supporting GPG, KMS, Vault), allowing multi-environment configurations to remain secure in Git. @@ -145956,8 +152118,8 @@ https://kapitan.dev: - devsecops.md - kubernetes-tools.md year: N/A - addition_method: manual https://karenapp.io: + addition_method: manual content_hash: 583bbd165daf1dd0e0806867ece47385150a12da817c8088c08184cf09fbefa3 description: '' health_score: 100.0 @@ -145973,8 +152135,8 @@ https://karenapp.io: v2_locations: - appointment-scheduling.md year: N/A - addition_method: manual https://karenapp.io/articles/calendly-vs-scheduleonce: + addition_method: manual content_hash: 9557e4f904173e7ed0e4a8e3bf4eab595567f84083232d0d3f9dc18f38cdb78e description: '' health_score: 100.0 @@ -145990,15 +152152,15 @@ https://karenapp.io/articles/calendly-vs-scheduleonce: v2_locations: - appointment-scheduling.md year: N/A - addition_method: manual https://kargo.akuity.io: + addition_method: manual content_hash: 20c9faca08485292e66dc1b1f3e470296759a36ece518a7d9549424e5d198e50 health_score: 100.0 last_checked: 1779030727.109897 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://karlstoney.com/2019/05/31/istio-503s-ucs-and-tcp-fun-times: + addition_method: manual content_hash: d1362fbdee11110a1600d59d9add81f078a1c1afedbce49e5215c92fa59d9cd1 description: '' health_score: 100.0 @@ -146009,8 +152171,8 @@ https://karlstoney.com/2019/05/31/istio-503s-ucs-and-tcp-fun-times: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://karlstoney.com/istio-503s-ucs-and-tcp-fun-times: + addition_method: manual ai_summary: A deep-dive technical article detailing how to diagnose and resolve Istio 503 errors and connection problems, detailing TCP state machine behavior in microservice networks. @@ -146031,9 +152193,9 @@ https://karlstoney.com/istio-503s-ucs-and-tcp-fun-times: v2_locations: - istio.md year: '2021' - addition_method: manual ? https://karneliuk.com/2019/07/rest-api-1-basics-cheat-sheet-ansible-bash-postman-and-python-for-get-using-netbox-and-docker-as-examples -: content_hash: 21e3f3c3a4f1aba25e20c913181ef0aa786d9896d7537829db153354bc2ee858 +: addition_method: manual + content_hash: 21e3f3c3a4f1aba25e20c913181ef0aa786d9896d7537829db153354bc2ee858 description: '' health_score: 100.0 last_checked: 1779030444.144878 @@ -146049,9 +152211,9 @@ https://karlstoney.com/istio-503s-ucs-and-tcp-fun-times: v2_locations: - cheatsheets.md year: N/A - addition_method: manual ? https://karneliuk.com/2019/08/rest-api-2-basics-cheat-sheet-ansible-bash-postman-and-python-for-post-delete-using-netbox-and-docker-as-examples -: content_hash: 0e0f415e729dc98509d50894de5b9507eded7dafb03f30f2d00962fd74325294 +: addition_method: manual + content_hash: 0e0f415e729dc98509d50894de5b9507eded7dafb03f30f2d00962fd74325294 description: '' health_score: 100.0 last_checked: 1779032758.011973 @@ -146067,8 +152229,8 @@ https://karlstoney.com/istio-503s-ucs-and-tcp-fun-times: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://karpenter.sh: + addition_method: manual content_hash: 23ba7268d0b96c505cffae3ee0bf9a8a841c41958d145628ac18cd4995a6470b description: '' health_score: 100.0 @@ -146084,8 +152246,8 @@ https://karpenter.sh: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://karunsubramanian.com/websphere/one-important-change-in-memory-management-in-java-8: + addition_method: manual ai_summary: Explores the structural transition in Java 8 memory management, highlighting the replacement of PermGen with Metaspace. Critical for understanding modern JVM memory behavior. [SPANISH CONTENT] @@ -146112,8 +152274,8 @@ https://karunsubramanian.com/websphere/one-important-change-in-memory-management v2_locations: - java-and-java-performance-optimization.md year: '2014' - addition_method: manual https://kb.wisc.edu/ns/page.php?id=3493: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779029631.184283 @@ -146126,9 +152288,9 @@ https://kb.wisc.edu/ns/page.php?id=3493: v2_locations: - networking.md year: N/A - addition_method: manual ? https://kccncna20.sched.com/event/ekAd/a-walk-through-the-kubernetes-ui-landscape-joaquim-rocha-kinvolk-henning-jacobs-zalando-se -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032254.806779 @@ -146141,8 +152303,8 @@ https://kb.wisc.edu/ns/page.php?id=3493: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://kdo.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -146159,8 +152321,8 @@ https://kdo.dev: - kubernetes-tools.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://kean.blog/post/trunk-based-development: + addition_method: manual ai_summary: An insightful perspective on adopting Trunk-Based Development within modern development teams. The article details the practical benefits, cultural adjustments, and critical testing architectures required to maintain a stable, @@ -146182,8 +152344,8 @@ https://kean.blog/post/trunk-based-development: v2_locations: - git.md year: '2020' - addition_method: manual https://kean.github.io/post/trunk-based-development: + addition_method: manual content_hash: 661f2f465cbec17ffb636d8b221b0a905ddf611f4bc61a2f096ce074f1f0434d description: '' health_score: 100.0 @@ -146194,8 +152356,8 @@ https://kean.github.io/post/trunk-based-development: v1_locations: - docs/git.md year: N/A - addition_method: manual https://keda.sh: + addition_method: manual content_hash: 8949ce6afbd906958647a5cf5ddcc7f2ab2979f722f93472ac3290c88aa62426 description: '' health_score: 100.0 @@ -146212,8 +152374,8 @@ https://keda.sh: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://keepler.io/2021/03/gestionando-el-control-de-accesos-en-nuestro-data-lake-en-aws: + addition_method: manual content_hash: c59d253a5e81c27921a261395e22de1d7b794bf842be6593aace2dc52766cad5 description: '' health_score: 100.0 @@ -146224,8 +152386,8 @@ https://keepler.io/2021/03/gestionando-el-control-de-accesos-en-nuestro-data-lak v1_locations: - docs/aws-security.md year: N/A - addition_method: manual https://keepler.io/es/2021/03/15/gestionando-el-control-de-accesos-en-nuestro-data-lake-en-aws: + addition_method: manual content_hash: 717494621fb1dc2959cb50b576ccca44c2d7227dedcad1e48cd54815b00ef423 health_score: 100.0 last_checked: 1779130494.97822 @@ -146237,16 +152399,16 @@ https://keepler.io/es/2021/03/15/gestionando-el-control-de-accesos-en-nuestro-da - docs/aws-security.md v2_locations: - aws-security.md - addition_method: manual https://keithtenzer.com/openshift/openshift-4-aws-ipi-installation-getting-started-guide: + addition_method: manual content_hash: d75c703f3e8d2a66f0c9cc643dc6771f2da8c5abd84ae44d34156e5698d59abb health_score: 100.0 last_checked: 1779033923.445988 needs_ai_refresh: true v1_locations: - docs/about.md - addition_method: manual https://kelda.io/blog/sres-should-manage-development-environments: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -146260,9 +152422,9 @@ https://kelda.io/blog/sres-should-manage-development-environments: v2_locations: - sre.md year: N/A - addition_method: manual ? https://kemilad.medium.com/monitoring-stack-deployment-to-a-kubernetes-cluster-prometheus-grafana-alertmanager-loki-dcc7339d4f19 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031902.437555 @@ -146277,14 +152439,14 @@ https://kelda.io/blog/sres-should-manage-development-environments: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://kenmugrage.com/2017/05/05/my-new-definition-of-devops: + addition_method: manual health_score: 80.0 last_checked: 1779030433.996905 v1_locations: - docs/devops.md - addition_method: manual https://kenneth.io/post/introducing-remote-debugging-of-nodejs-apps-on-azure-app-service-from-vs-code-in-public-preview: + addition_method: manual content_hash: 942f9acb7c007c73c06941094b8c7e50beaec483f676332156a91693d3bb5fc1 description: '' health_score: 100.0 @@ -146301,8 +152463,8 @@ https://kenneth.io/post/introducing-remote-debugging-of-nodejs-apps-on-azure-app v2_locations: - visual-studio.md year: N/A - addition_method: manual https://kennybrast.medium.com/how-i-used-docker-to-create-a-python-dev-environment-48a5d31ae277: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -146316,8 +152478,8 @@ https://kennybrast.medium.com/how-i-used-docker-to-create-a-python-dev-environme v2_locations: - docker.md year: N/A - addition_method: manual https://keptn.sh/docs/quickstart: + addition_method: manual content_hash: cd29d29c2233e5519805eb281e43eee51d3ad3e50cd64323e0a85201374ea2ab description: '' health_score: 100.0 @@ -146328,8 +152490,8 @@ https://keptn.sh/docs/quickstart: v1_locations: - docs/keptn.md year: N/A - addition_method: manual https://keptn.sh/stable: + addition_method: manual content_hash: 29b5789e5c73f5c7726c037000a66de6a46fec27690a000caea0f1123bd2ce20 health_score: 100.0 last_checked: 1779130494.978564 @@ -146340,8 +152502,8 @@ https://keptn.sh/stable: - docs/keptn.md v2_locations: - keptn.md - addition_method: manual https://kerneltalks.com/virtualization/docker-swarm-cheat-sheet: + addition_method: manual content_hash: 720fb559fa8be8d8a3fadbd8fbbad6777d36344cef026ee1c37e08c83385db21 description: '' health_score: 100.0 @@ -146357,9 +152519,9 @@ https://kerneltalks.com/virtualization/docker-swarm-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual ? https://kevintuei.medium.com/a-deep-dive-into-logs-and-metrics-for-aws-observability-one-observability-workshop-14c162932174 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030951.645039 @@ -146373,8 +152535,8 @@ https://kerneltalks.com/virtualization/docker-swarm-cheat-sheet: v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://khainas.dev/create-ssh-tunnel-in-aws-with-terraform-62d1f6968e5d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -146388,8 +152550,8 @@ https://khainas.dev/create-ssh-tunnel-in-aws-with-terraform-62d1f6968e5d: v2_locations: - terraform.md year: N/A - addition_method: manual https://khalidabuhakmeh.com/a-dotnet-five-guide-from-idea-to-nuget-package: + addition_method: manual content_hash: 501786ddc9751584d326d787052a0eb774b8c91f966b4655549adf2cc89d3032 description: '' health_score: 100.0 @@ -146405,8 +152567,8 @@ https://khalidabuhakmeh.com/a-dotnet-five-guide-from-idea-to-nuget-package: v2_locations: - dotnet.md year: N/A - addition_method: manual https://khalidabuhakmeh.com/running-sql-server-queries-in-docker: + addition_method: manual content_hash: 3459dd8c333d2edcf5b883de147fd42ef52834cd87e601483c6ad5b8131cd069 description: '' health_score: 100.0 @@ -146422,8 +152584,8 @@ https://khalidabuhakmeh.com/running-sql-server-queries-in-docker: v2_locations: - databases.md year: N/A - addition_method: manual https://kiali.io: + addition_method: manual ai_summary: The home portal for Kiali, the de facto standard visual console for Istio service mesh topologies. It aggregates Prometheus metrics, Jaeger traces, and Istio configurations to display active traffic flows, circuit breakers, and @@ -146453,8 +152615,8 @@ https://kiali.io: - istio.md - ocp4.md year: '2025' - addition_method: manual https://kie.apache.org: + addition_method: manual content_hash: a82676c917f5f578d6b8b24f66554c8074b0eaefdc601be48c1985d9118055e8 health_score: 100.0 last_checked: 1779130495.024676 @@ -146465,8 +152627,8 @@ https://kie.apache.org: - docs/postman.md v2_locations: - postman.md - addition_method: manual https://kie.org: + addition_method: manual content_hash: 26ff3169fedac63681fe62fe725c66ea870be33fb9af1a98f614d8dcd48af7bf description: '' health_score: 100.0 @@ -146477,8 +152639,8 @@ https://kie.org: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://kind-brown-cfb734.netlify.app/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno: + addition_method: manual ai_summary: 'Curator Insight: Detailed evaluation comparing the design paradigms, language limits, and performance of OPA/Gatekeeper versus Kyverno. Live Grounding: Provides objective architectural data comparing Rego-based policies to native @@ -146506,8 +152668,8 @@ https://kind-brown-cfb734.netlify.app/post/2021-02/kubernetes-policy-comparison- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kinsta.com/blog/cloud-platform-for-developers: + addition_method: manual content_hash: 1ce3fa76f1a7920a7c6c03213f686294b85500034ebc01c812ae1e120947001f health_score: 100.0 last_checked: 1779130494.976977 @@ -146519,8 +152681,8 @@ https://kinsta.com/blog/cloud-platform-for-developers: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md - addition_method: manual https://kinsta.com/blog/google-cloud-hosting: + addition_method: manual content_hash: c3679a2c61bf746bfa38bd02d90ee6ba4b46fb1aca126b84b76a6e131c5d9649 description: '' health_score: 100.0 @@ -146531,8 +152693,8 @@ https://kinsta.com/blog/google-cloud-hosting: v1_locations: - docs/GoogleCloudPlatform.md year: N/A - addition_method: manual https://kinsta.com/blog/kubernetes-vs-docker: + addition_method: manual content_hash: 955d524708267025fbf050c45ad5c29a99b64d93f9a7834d6c6ff2124ac09fba description: '' health_score: 100.0 @@ -146548,8 +152710,8 @@ https://kinsta.com/blog/kubernetes-vs-docker: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kinvolk.io: + addition_method: manual content_hash: ed17baf9d4839661eab368ea1a75da6c521acec3d35faafde3acb7c7e0b9842b description: '' health_score: 100.0 @@ -146565,14 +152727,14 @@ https://kinvolk.io: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://kinvolk.io/docs/headlamp/latest: + addition_method: manual health_score: 80.0 last_checked: 1779029128.652966 v1_locations: - docs/kubernetes-based-devel.md - addition_method: manual https://kiro.dev: + addition_method: manual ai_summary: An emerging framework focused on enforcing software engineering rigor, test-driven validation, and deterministic guardrails within AI Agent-driven code generation and execution loops. Provides platform architectures for managing safe @@ -146605,8 +152767,8 @@ https://kiro.dev: - cicd.md - ai-agents-mcp.md year: N/A - addition_method: manual https://kislayverma.com/software-architecture/layering-domains-and-microservices-using-api-gateways: + addition_method: manual content_hash: a3e6ab4e7b3e9868a0b88e3d95e5a2c690adc1baa2ebb991396f635d12eeebc8 description: '' health_score: 100.0 @@ -146622,8 +152784,8 @@ https://kislayverma.com/software-architecture/layering-domains-and-microservices v2_locations: - developerportals.md year: N/A - addition_method: manual https://kite.com: + addition_method: manual content_hash: bf3841db325d22611269c3e46761d26b9a568edc24c5f5c549fc1449b0fbf6bd description: '' health_score: 100.0 @@ -146640,8 +152802,8 @@ https://kite.com: - python.md - visual-studio.md year: N/A - addition_method: manual https://kitploit.com/2021/12/mesh-kridik-open-source-security.html: + addition_method: manual content_hash: 205026fa6800a38501dbaccd8d1aa988064fe2efcbe2cc7a7ecbc23c30ffca60 health_score: 100.0 last_checked: 1779130495.020615 @@ -146652,8 +152814,8 @@ https://kitploit.com/2021/12/mesh-kridik-open-source-security.html: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://kkamalesh117.medium.com/setting-up-prometheus-and-grafana-integration-on-kubernetes-with-helm-dfc63823608c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -146668,8 +152830,8 @@ https://kkamalesh117.medium.com/setting-up-prometheus-and-grafana-integration-on v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://kkamalesh117.medium.com/terraform-variables-part-2-75ef8543fb2f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -146679,8 +152841,8 @@ https://kkamalesh117.medium.com/terraform-variables-part-2-75ef8543fb2f: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://kkamalesh117.medium.com/terraform-variables-providers-c66f68747050: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -146694,8 +152856,8 @@ https://kkamalesh117.medium.com/terraform-variables-providers-c66f68747050: v2_locations: - terraform.md year: N/A - addition_method: manual https://klaushofrichter.medium.com/using-windows-subsystem-for-linux-for-kubernetes-8bd1f5468531: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -146709,8 +152871,8 @@ https://klaushofrichter.medium.com/using-windows-subsystem-for-linux-for-kuberne v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://kluctl.io: + addition_method: manual content_hash: af026454bd8536accb12ab35878110cdb37b854ba77987f4676cc6e6a8f5d03b description: '' health_score: 100.0 @@ -146726,9 +152888,9 @@ https://kluctl.io: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://kmahi2600.medium.com/launching-a-wordpress-application-with-mysql-database-in-k8s-cluster-on-aws-using-ansible-a78d6bf12b1a -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029165.155642 @@ -146742,8 +152904,8 @@ https://kluctl.io: v2_locations: - demos.md year: N/A - addition_method: manual https://kmitevski.com/writing-a-kubernetes-validating-webhook-using-python: + addition_method: manual content_hash: 1891217d43500ecaf2a520876c1cba2dbdffd1731b91757b3cb7caf07f7ca124 description: '' health_score: 100.0 @@ -146759,8 +152921,8 @@ https://kmitevski.com/writing-a-kubernetes-validating-webhook-using-python: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://knative.dev: + addition_method: manual content_hash: 21a8e942bf0cab15b7f409cc1c11ebf5ba70621354d278152b96179541a69695 description: '' health_score: 100.0 @@ -146776,8 +152938,8 @@ https://knative.dev: v2_locations: - serverless.md year: N/A - addition_method: manual https://koa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -146795,8 +152957,8 @@ https://koa: - javascript.md - web-servers.md year: N/A - addition_method: manual https://kodekloud.com: + addition_method: manual content_hash: 1c507ea3239fe28db99dca1cfd8264425baf1461c7d9989ffc4cf443faef3c0d description: '' health_score: 100.0 @@ -146812,8 +152974,8 @@ https://kodekloud.com: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://kodekloud.com/blog/ci-cd-pipeline-in-devops: + addition_method: manual ai_summary: 'Curator Insight: Practical breakdown of the DevOps pipeline lifecycle using modular visual metaphors. 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docs/cicd.md year: N/A - addition_method: manual https://kodiakhq.com: + addition_method: manual content_hash: a3eda0b2b541cecb830da4a106ae41b3e49e570627bf49b62da9b49c25fcb1bd description: '' health_score: 100.0 @@ -146890,8 +153052,8 @@ https://kodiakhq.com: v2_locations: - git.md year: N/A - addition_method: manual https://kogito.kie.org: + addition_method: manual content_hash: d0e83f90a4daa572bacd9c30d176d228981c6a2e6ec5be4b3d4b27981c8f4bdd description: '' health_score: 100.0 @@ -146907,8 +153069,8 @@ https://kogito.kie.org: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://komodor.com: + addition_method: manual content_hash: 262747b4d453d08592f581ad29446a892ce42139f0da519f49032ced6a810058 description: '' health_score: 100.0 @@ -146924,8 +153086,8 @@ https://komodor.com: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://komodor.com/blog/5-kubernetes-deployment-best-practices: + addition_method: manual content_hash: 6ee75906ab6bfc661c8ab95acddb2e72eeb2b39ca468e8972bae5349ccfa9127 description: '' health_score: 100.0 @@ -146936,8 +153098,8 @@ https://komodor.com/blog/5-kubernetes-deployment-best-practices: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://komodor.com/blog/best-practices-to-migrate-to-kubernetes: + addition_method: manual content_hash: 4da86f6b5815313020c17614910af9b04f79c25f3387ebffa5b33fa13380f07b description: '' health_score: 100.0 @@ -146953,8 +153115,8 @@ https://komodor.com/blog/best-practices-to-migrate-to-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://komodor.com/blog/using-workflows-to-troubleshoot-like-a-pro: + addition_method: manual content_hash: eab3d121e00dad3df0218a89e9fa8b24e737914be9ff2fa57c64a9e65ba5e85c description: '' health_score: 100.0 @@ -146971,8 +153133,8 @@ https://komodor.com/blog/using-workflows-to-troubleshoot-like-a-pro: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://komodor.com/learn/exit-codes-in-containers-and-kubernetes-the-complete-guide: + addition_method: manual content_hash: 82b98166f54d245fcb848c3a42274851700733837a8a41180de90235a8b93b93 description: '' health_score: 100.0 @@ -146988,8 +153150,8 @@ https://komodor.com/learn/exit-codes-in-containers-and-kubernetes-the-complete-g v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://komodor.com/learn/how-to-fix-crashloopbackoff-kubernetes-error: + addition_method: manual content_hash: f933090b809b91534928cf18dee47be7890031594841bd2bf6891728e5d53da3 description: '' health_score: 100.0 @@ -147006,8 +153168,8 @@ https://komodor.com/learn/how-to-fix-crashloopbackoff-kubernetes-error: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://komodor.com/learn/kubernetes-cpu-limits-throttling: + addition_method: manual content_hash: 7f17e69a9be332016738ff23fd6e5b40eec017bae5fac223fa676553b0af5ca2 description: '' health_score: 100.0 @@ -147023,8 +153185,8 @@ https://komodor.com/learn/kubernetes-cpu-limits-throttling: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://komodor.com/learn/kubernetes-liveness-probes-a-practical-guide: + addition_method: manual content_hash: e27caae86def978622bb2892599d375798f96defac7625c6c638160b23a12da9 description: '' health_score: 100.0 @@ -147040,8 +153202,8 @@ https://komodor.com/learn/kubernetes-liveness-probes-a-practical-guide: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://komodor.com/learn/kubernetes-nodes-complete-guide: + addition_method: manual content_hash: 307a7d81876e1bbbe8cc66f12ef999feda8b638ea0d0bb0ee80fb01dd5c89c11 description: '' health_score: 100.0 @@ -147057,8 +153219,8 @@ https://komodor.com/learn/kubernetes-nodes-complete-guide: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://komodor.com/learn/kubernetes-troubleshooting-the-complete-guide: + addition_method: manual content_hash: f19edfd9a16927829d2a5bb54dd77f319900df9c9408f5676ea730aca15e89e9 description: '' health_score: 100.0 @@ -147074,8 +153236,8 @@ https://komodor.com/learn/kubernetes-troubleshooting-the-complete-guide: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://komodor.com/learn/the-ultimate-kubectl-cheat-sheet: + addition_method: manual content_hash: 6c285b96f833ff375b438fef554d62ba00afa1b8e37bc491854ae8e36558c49f description: '' health_score: 100.0 @@ -147091,8 +153253,8 @@ https://komodor.com/learn/the-ultimate-kubectl-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://konghq.com/blog/kong-and-red-hat-collaboration: + addition_method: manual content_hash: c955e113b4951c5ccb63181f04b25370ce7fbe0374e352e9807a844a49ff391c description: '' health_score: 100.0 @@ -147103,8 +153265,8 @@ https://konghq.com/blog/kong-and-red-hat-collaboration: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://konghq.com/blog/news/kong-and-red-hat-collaboration: + addition_method: manual content_hash: 93dd16453e1a2da71ba3268cafad9cce15e27e737c7bbc764a4d1707f154603a health_score: 100.0 last_checked: 1779130495.018755 @@ -147115,8 +153277,8 @@ https://konghq.com/blog/news/kong-and-red-hat-collaboration: - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://konghq.com/kong: + addition_method: manual content_hash: e0ada3da20bd0bc385f4875caa7b8341a299aa8ee60c7111c6488788a2a6646e description: '' health_score: 100.0 @@ -147127,8 +153289,8 @@ https://konghq.com/kong: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://konghq.com/products/kong-gateway: + addition_method: manual content_hash: 4c5244b3843e41d285ebbc2445e7af6a394256994533ac1d180009b8f8d2f0c3 health_score: 100.0 last_checked: 1779130495.01478 @@ -147139,8 +153301,8 @@ https://konghq.com/products/kong-gateway: - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://konstruktoid.medium.com/running-a-nginx-container-using-rootless-docker-with-ansible-a2bfcedd3b07: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147155,8 +153317,8 @@ https://konstruktoid.medium.com/running-a-nginx-container-using-rootless-docker- v2_locations: - demos.md year: N/A - addition_method: manual https://konveyor.io: + addition_method: manual content_hash: f1540d5f630ec14e8cb2faaf29828e4560a57bb1401401dc0759b9caadb8bb9d health_score: 100.0 last_checked: 1779130494.967527 @@ -147169,8 +153331,8 @@ https://konveyor.io: v2_locations: - kubernetes-tools.md - kubernetes-backup-migrations.md - addition_method: manual https://kosyfrances.com/kubernetes-cluster: + addition_method: manual ai_summary: A local lab guide explaining how to spin up a Kubernetes 1.20 multi-node environment on Oracle VirtualBox using kubeadm. Outlines setting up host-only networking, static IP mapping, and configuring containerd manually. Tailored for @@ -147199,8 +153361,8 @@ https://kosyfrances.com/kubernetes-cluster: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching-in-the-cloud-249f6a06915f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147217,8 +153379,8 @@ https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching- - aws-serverless.md - caching.md year: N/A - addition_method: manual https://kpatronas.medium.com/docker-swarm-high-availability-36ea7ee7f9e8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147232,8 +153394,8 @@ https://kpatronas.medium.com/docker-swarm-high-availability-36ea7ee7f9e8: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://kpi.org/KPI-Basics: + addition_method: manual content_hash: 8d2d7824976db48bc1afb21d78b89d92ed47c612fa40c34b813d9aaab7f2f4d4 description: '' health_score: 100.0 @@ -147244,8 +153406,8 @@ https://kpi.org/KPI-Basics: - 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addition_method: manual https://krossboard.app: + addition_method: manual content_hash: af8b10c44e51ab4c1e8b2dd6c84949a5a414fcfbaca76798a0f49caf221ab6a4 description: '' health_score: 100.0 @@ -147308,8 +153470,8 @@ https://krossboard.app: v2_locations: - monitoring.md year: N/A - addition_method: manual https://kruschecompany.com/kubernetes-operator: + addition_method: manual content_hash: a6e1fab2fe910c7daa2c13b9f62b27f37b2fd915117fdaa63e8c06f0054c1e0e description: '' health_score: 100.0 @@ -147320,8 +153482,8 @@ https://kruschecompany.com/kubernetes-operator: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://kruschecompany.com/kubernetes-prometheus-operator: + addition_method: manual content_hash: be3d469da51ca884879c630bdf6b2d1e49c7b582629598790ebd7915a574e293 description: '' health_score: 100.0 @@ -147333,8 +153495,8 @@ https://kruschecompany.com/kubernetes-prometheus-operator: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://kruschecompany.com/page-not-found: + addition_method: manual content_hash: ce851e7b5ff66f7dfbb438a253139fffef6b178d8c19fdadafc28766fdb403f8 health_score: 100.0 last_checked: 1779130495.008333 @@ -147345,8 +153507,8 @@ https://kruschecompany.com/page-not-found: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://kruschecompany.com/wp-content/uploads/2020/01/kubernetes-operator.jpg: + addition_method: manual content_hash: 395f9b33d4cd1a58bcef58f76bce19c15c008517cb0fd9efc331e202a9337b75 health_score: 100.0 last_checked: 1779130494.921235 @@ -147357,8 +153519,8 @@ https://kruschecompany.com/wp-content/uploads/2020/01/kubernetes-operator.jpg: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://kruyt.org/migrate-docker-containerd-kubernetes: + addition_method: manual content_hash: d841d9d45114af2d5cdd8f9938cb870229ee18844d7439172baa3cac6d5c0268 description: '' health_score: 100.0 @@ -147374,8 +153536,8 @@ https://kruyt.org/migrate-docker-containerd-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kruyt.org/running-a-mailserver-in-kubernetes: + addition_method: manual content_hash: 99e2100906fbac7fcbd508a8be63af35dd44108c679ba4bb906c5042c7357805 description: '' health_score: 100.0 @@ -147391,8 +153553,8 @@ https://kruyt.org/running-a-mailserver-in-kubernetes: v2_locations: - demos.md year: N/A - addition_method: manual https://ksingh7.medium.com/kubernetes-endpoint-object-your-bridge-to-external-services-3fc48263b776: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147407,8 +153569,8 @@ https://ksingh7.medium.com/kubernetes-endpoint-object-your-bridge-to-external-se v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://ksqldb.io: + addition_method: manual content_hash: aeb3d85d7a5845d81f6104eb0625bfe7c34680c78373b39e9d7717cfb6153517 description: '' health_score: 100.0 @@ -147419,8 +153581,8 @@ https://ksqldb.io: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html: + addition_method: manual ai_summary: Empirical performance benchmarks tracking G1GC, ParallelGC, ZGC, and Shenandoah collection efficiency improvements from Java SE 8 through LTS 17. complexity: advanced @@ -147448,8 +153610,8 @@ https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html: - java-and-java-performance-optimization.md - java_frameworks.md year: N/A - addition_method: manual https://kube-green.dev: + addition_method: manual content_hash: 834a43bb5ccaa91ae52a5b4501f6314092cffff28eb2721313ff3898f4592263 description: '' health_score: 100.0 @@ -147465,8 +153627,8 @@ https://kube-green.dev: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://kube.academy: + addition_method: manual ai_summary: A VMware-curated Kubernetes academy containing high-density modular video resources. Covers everything from initial container runtime options up to advanced service mesh architectures. @@ -147492,8 +153654,8 @@ https://kube.academy: v2_locations: - elearning.md year: N/A - addition_method: manual https://kube.academy/pro: + addition_method: manual ai_summary: An interactive curriculum platform for Kubernetes engineers. Includes tracks covering cluster diagnostics, policy configuration, service mesh integrations, and overall infrastructure hardening strategies. @@ -147520,8 +153682,8 @@ https://kube.academy/pro: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://kube.careers: + addition_method: manual content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a description: '' health_score: 100.0 @@ -147538,8 +153700,8 @@ https://kube.careers: - remote-tech-jobs.md - kubernetes.md year: N/A - addition_method: manual https://kube.careers/kubernetes-trend-report-2022-q2: + addition_method: manual content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a description: '' health_score: 100.0 @@ -147550,8 +153712,8 @@ https://kube.careers/kubernetes-trend-report-2022-q2: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://kube.careers/kubernetes-trend-report-2022-q3: + addition_method: manual content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a description: '' health_score: 100.0 @@ -147562,8 +153724,8 @@ https://kube.careers/kubernetes-trend-report-2022-q3: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://kube.careers/kubernetes-trend-report-2022-q4: + addition_method: manual content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a description: '' health_score: 100.0 @@ -147574,8 +153736,8 @@ https://kube.careers/kubernetes-trend-report-2022-q4: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://kube.careers/report-2021-q2: + addition_method: manual content_hash: e342e22f230b0458d515d7b6f8fd737685ae05e16dd87b202747f9d7ef739615 description: '' health_score: 100.0 @@ -147591,8 +153753,8 @@ https://kube.careers/report-2021-q2: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kube.careers/report-2021-q4: + addition_method: manual content_hash: ffa30c22269f61487e27527b877eb1c41393708032ec03311805b6939e3fc16a description: '' health_score: 100.0 @@ -147610,8 +153772,8 @@ https://kube.careers/report-2021-q4: - kubernetes.md - about.md year: N/A - addition_method: manual https://kube.events: + addition_method: manual content_hash: 3535758fd9be168eec13b5407e1c0448330a5369c11b4f1b07de5052b50370d3 description: '' health_score: 100.0 @@ -147628,24 +153790,61 @@ https://kube.events: - newsfeeds.md - index.md year: N/A - addition_method: manual https://kube.events/newsletter: + addition_method: manual content_hash: 97cd769e83cb40fcb4cc31fa0c5988677ccd304b05d0b46d11eac3a790ab3916 health_score: 100.0 last_checked: 1779034224.228515 needs_ai_refresh: true v1_locations: - docs/kubernetes-newsletters.md - addition_method: manual +https://kube.fm/capi-100s-clusters-zain: + addition_method: automatic + ai_summary: This podcast interview with Zain Malik dissects the migration of large-scale + infrastructure from Terraform to Cluster API (CAPI) to manage hundreds of multi-tenant + Kubernetes clusters. The discussion delves into how his team automated cluster + lifecycles for over 30,000 pods and clusters scaling up to 950 nodes, resolving + cloud-provider constraints on Azure AKS. Key architectural insights include designing + custom operators to enforce production readiness, automating GitOps-driven upgrades + to eliminate manual intervention, and implementing upstream AKS contributions + to optimize node pool consistency. + category: cicd-kubernetes-plugins + complexity: Advanced + content_hash: daccee2dc7bd86651ae4e65a9b0abf5c9597b1e14cde543972bcae03461536bc + description: KubeFM podcast with Zain Malik discussing managing large-scale multi-tenant + Kubernetes with Cluster API. + hierarchy: + - Kubernetes + - Multi-Cluster Fleet Management + - Cluster API + is_microservice: false + language: English + last_checked: 1780352003.689879 + reputation_status: Vetted + reputation_summary: An exceptional and highly rated episode of KubeFM providing + top-tier engineering insights on managing complex, multi-tenant Azure Kubernetes + Service installations using Cluster API. + resource_type: Video + social_preview_url: https://static.kube.fm/podcast-S06E05.v2.png + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: cluster-api + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: Managing 100s of Kubernetes Clusters using Cluster API | KubeFM + year: '2025' https://kube.today/learn-kubernetes-weekly: + addition_method: manual content_hash: 86368a6d8bbe9589b75dea0658042f8561b53690b25f6e3c7e0663e5a305b424 health_score: 100.0 last_checked: 1779130494.973235 needs_ai_refresh: true v1_locations: - docs/kubernetes-newsletters.md - addition_method: manual https://kubeapps.dev: + addition_method: manual ai_summary: A web-based control panel by VMware Tanzu that simplifies packaging, deployment, and management of Helm charts and operators within multitenant clusters. complexity: Intermediate @@ -147671,8 +153870,8 @@ https://kubeapps.dev: - helm.md - kubernetes-based-devel.md year: N/A - addition_method: manual https://kubearmor.io: + addition_method: manual ai_summary: A runtime enforcement framework leveraging Linux Security Modules (AppArmor, SELinux, and BPF-LSM) to actively block system actions, access, and operations in containers. Integrates directly with native Kubernetes policy objects. @@ -147699,8 +153898,8 @@ https://kubearmor.io: v2_locations: - devsecops.md year: N/A - addition_method: manual https://kubebyexample.com: + addition_method: manual content_hash: 9f9dca2ca5cb1559971367395193969e88baf94bca2ffc1c371bc560993edf47 description: '' health_score: 100.0 @@ -147716,8 +153915,8 @@ https://kubebyexample.com: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubebyexample.com/community/blog/migrating-to-kubernetes-with-open-source-tools: + addition_method: manual content_hash: 8d304b59ab62d0e59c8813205c6c61ae2906d6e8ea56da1160c2ac76adc265db health_score: 100.0 last_checked: 1779130494.955707 @@ -147728,8 +153927,8 @@ https://kubebyexample.com/community/blog/migrating-to-kubernetes-with-open-sourc - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://kubebyexample.com/en/community/blog/migrating-to-kubernetes-with-open-source-tools: + addition_method: manual content_hash: a039b165e8efc94a30c50f03567972f7fe5bd0772408605a292e9d7f5053e8fb description: '' health_score: 100.0 @@ -147741,8 +153940,8 @@ https://kubebyexample.com/en/community/blog/migrating-to-kubernetes-with-open-so v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://kubebyexample.com/learning-paths/argo-cd/argo-cd-overview: + addition_method: manual ai_summary: An educational course from KubeByExample. Explains progressive modules detailing Argo CD setups, manifest synchronizations, and self-healing cluster features. @@ -147769,8 +153968,8 @@ https://kubebyexample.com/learning-paths/argo-cd/argo-cd-overview: v2_locations: - argo.md year: N/A - addition_method: manual https://kubedb.com: + addition_method: manual content_hash: f37a8abd6f2e70e1359845482792e900ad6934d5c3faa715a60fcb058f0e87bf description: '' health_score: 100.0 @@ -147786,8 +153985,8 @@ https://kubedb.com: v2_locations: - databases.md year: N/A - addition_method: manual https://kubedex.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147801,8 +154000,8 @@ https://kubedex.com: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubedex.com/autoscaling: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147816,8 +154015,8 @@ https://kubedex.com/autoscaling: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://kubedex.com/base-images: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147831,8 +154030,8 @@ https://kubedex.com/base-images: v2_locations: - docker.md year: N/A - addition_method: manual https://kubedex.com/kubernetes-operating-systems: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147846,8 +154045,8 @@ https://kubedex.com/kubernetes-operating-systems: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://kubedex.com/redhat-openshift-vs-pivotal-pks-vs-rancher: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147861,8 +154060,8 @@ https://kubedex.com/redhat-openshift-vs-pivotal-pks-vs-rancher: v2_locations: - introduction.md year: N/A - addition_method: manual https://kubeip.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147876,8 +154075,8 @@ https://kubeip.com: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://kubeless.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -147891,16 +154090,16 @@ https://kubeless.io: v2_locations: - serverless.md year: N/A - addition_method: manual https://kubelist.com: + addition_method: manual content_hash: 06d73c7acadecebd77a2e79b27dd265f6f34eb26477b58e943cc559deea13077 health_score: 100.0 last_checked: 1779032524.723841 needs_ai_refresh: true v1_locations: - docs/kubernetes-newsletters.md - addition_method: manual https://kubelist.com/podcast: + addition_method: manual content_hash: 37f8f6cbe9bb772cc4f145b2ed866743cce62da58ffe45630566ce8ea6a51ff2 description: '' health_score: 100.0 @@ -147916,8 +154115,8 @@ https://kubelist.com/podcast: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubelog.de: + addition_method: manual ai_summary: A specialized logging utility designed to simplify container log fetching. Grounding reveals it as a community-driven project that acts as an easy alternative to standard kubectl logs with colorized output. @@ -147944,8 +154143,8 @@ https://kubelog.de: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://kubemq.io: + addition_method: manual ai_summary: KubeMQ is an enterprise-grade, ultra-lightweight message broker engineered specifically for Kubernetes container ecosystems. Delivered in a minimal footprint, it supports pub/sub, queues, and streams with native GRPC and REST support. It @@ -147973,8 +154172,8 @@ https://kubemq.io: v2_locations: - message-queue.md year: N/A - addition_method: manual https://kubemq.io/kafka-vs-kubemq: + addition_method: manual ai_summary: Provides a detailed comparison between Apache Kafka and KubeMQ, focusing on memory footprint, container resource demands, and operational complexity. It presents KubeMQ as a highly localized, easy-to-manage container broker, contrasting @@ -148003,8 +154202,8 @@ https://kubemq.io/kafka-vs-kubemq: v2_locations: - message-queue.md year: N/A - addition_method: manual https://kubernauts.sh: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -148018,8 +154217,8 @@ https://kubernauts.sh: v2_locations: - rancher.md year: N/A - addition_method: manual https://kubernetes-advocate.medium.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -148033,8 +154232,8 @@ https://kubernetes-advocate.medium.com: v2_locations: - demos.md year: N/A - addition_method: manual https://kubernetes-advocate.medium.com/ci-cd-with-dockers-and-jenkins-70b6f801f9f7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -148048,8 +154247,8 @@ https://kubernetes-advocate.medium.com/ci-cd-with-dockers-and-jenkins-70b6f801f9 v2_locations: - demos.md year: N/A - addition_method: manual https://kubernetes-advocate.medium.com/how-to-deploy-a-website-to-aws-with-ansible-e878a63dd93: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -148063,8 +154262,8 @@ https://kubernetes-advocate.medium.com/how-to-deploy-a-website-to-aws-with-ansib v2_locations: - demos.md year: N/A - addition_method: manual https://kubernetes-csi.github.io: + addition_method: manual content_hash: 3151230a45ca9934e286ae70c75ccfc69c42a40a9450a5eee0c72f809c1b64fc description: '' health_score: 100.0 @@ -148080,8 +154279,8 @@ https://kubernetes-csi.github.io: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://kubernetes-on-aws.readthedocs.io: + addition_method: manual content_hash: 60a2577b48dae0528fb6cf9762aeea5b318467997fb61b4ee39c27ee9e13b4d9 description: '' health_score: 100.0 @@ -148092,8 +154291,8 @@ https://kubernetes-on-aws.readthedocs.io: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://kubernetes-on-aws.readthedocs.io/en/latest: + addition_method: manual content_hash: 55d257f4220926f5141006e9294a46f38a1dc1075721a271cc0ab312b3a9e43e health_score: 100.0 last_checked: 1779130494.999355 @@ -148104,8 +154303,8 @@ https://kubernetes-on-aws.readthedocs.io/en/latest: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://kubernetes-sigs.github.io/aws-load-balancer-controller: + addition_method: manual ai_summary: The authoritative Kubernetes controller managing AWS Application (ALB) and Network (NLB) load balancers on behalf of Kubernetes Ingress and Service objects. It enables high-performance target grouping, TLS termination offloading, and AWS @@ -148134,8 +154333,8 @@ https://kubernetes-sigs.github.io/aws-load-balancer-controller: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://kubernetes-sigs.github.io/aws-load-balancer-controller/v2.4/guide/integrations/external_dns: + addition_method: manual content_hash: aa823103d58803c854cd607b406e4ab9dfc21af321892fa5e301b9ee88fe1718 description: '' health_score: 100.0 @@ -148145,8 +154344,8 @@ https://kubernetes-sigs.github.io/aws-load-balancer-controller/v2.4/guide/integr v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://kubernetes.io: + addition_method: manual content_hash: 5ca287f949c746fc4f559b108186a0700cee8bed3ee8c1219bf43186faef9b97 description: '' health_score: 100.0 @@ -148164,8 +154363,8 @@ https://kubernetes.io: - kubernetes.md - ocp4.md year: N/A - addition_method: manual https://kubernetes.io/blog/2016/06/container-design-patterns: + addition_method: manual content_hash: 17e6ab0aa4b28cb5bbd1b9448824c1747fd4dfc21a24b8f547b2ff679287b4eb description: '' health_score: 100.0 @@ -148181,8 +154380,8 @@ https://kubernetes.io/blog/2016/06/container-design-patterns: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2016/08/sig-apps-running-apps-in-kubernetes: + addition_method: manual content_hash: 44c36349209c42596d48f621d01c154456f57cd9c2422ab706ac30c2e68bcd64 description: '' health_score: 100.0 @@ -148198,8 +154397,8 @@ https://kubernetes.io/blog/2016/08/sig-apps-running-apps-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2018/05/29/introducing-kustomize-template-free-configuration-customization-for-kubernetes: + addition_method: manual content_hash: 532fe68081206ae540e0d9f57b83ccaa58b039d323917bfdf66bb7528e5a2828 description: '' health_score: 100.0 @@ -148216,8 +154415,8 @@ https://kubernetes.io/blog/2018/05/29/introducing-kustomize-template-free-config v2_locations: - kustomize.md year: N/A - addition_method: manual https://kubernetes.io/blog/2018/08/03/out-of-the-clouds-onto-the-ground-how-to-make-kubernetes-production-grade-anywhere: + addition_method: manual content_hash: 35e0ea838bf1aa84ec83aaaecdbd443a444d5b1fbf9d6ac8e5238c3cac5094b9 description: '' health_score: 100.0 @@ -148234,8 +154433,8 @@ https://kubernetes.io/blog/2018/08/03/out-of-the-clouds-onto-the-ground-how-to-m v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/05/21/wsl-docker-kubernetes-on-the-windows-desktop: + addition_method: manual content_hash: c762c40b55f6cc66d870c68afec6e24a393b96898c6051fd94b3527bbbfcd4c9 description: '' health_score: 100.0 @@ -148251,8 +154450,8 @@ https://kubernetes.io/blog/2020/05/21/wsl-docker-kubernetes-on-the-windows-deskt v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/05/29/k8s-kpis-with-kuberhealthy: + addition_method: manual content_hash: 39d8d46910345f9aff11d964f8beff0e22d61e2c020b0e97c877c080a7f62a9c description: '' health_score: 100.0 @@ -148268,8 +154467,8 @@ https://kubernetes.io/blog/2020/05/29/k8s-kpis-with-kuberhealthy: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/05/introducing-podtopologyspread: + addition_method: manual content_hash: 2ed3766b36ecf193ae8ba68e9e06b889b93a14f382363b91c995184b52202f05 description: '' health_score: 100.0 @@ -148285,8 +154484,8 @@ https://kubernetes.io/blog/2020/05/introducing-podtopologyspread: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/06/05/supporting-the-evolving-ingress-specification-in-kubernetes-1.18: + addition_method: manual content_hash: 3cbad75daa03cb0342609ba9adbdd3c8ec530f5da1a0f8a98bd806ee6241db03 description: '' health_score: 100.0 @@ -148302,8 +154501,8 @@ https://kubernetes.io/blog/2020/06/05/supporting-the-evolving-ingress-specificat v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/06/working-with-terraform-and-kubernetes: + addition_method: manual content_hash: 887e05d16d53769de56e887016e5303accc799fb27a5047e54c6ad2d08b91989 description: '' health_score: 100.0 @@ -148319,8 +154518,8 @@ https://kubernetes.io/blog/2020/06/working-with-terraform-and-kubernetes: v2_locations: - terraform.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/08/14/introducing-hierarchical-namespaces: + addition_method: manual content_hash: 22729a5bf5b59c8ba27477d9ca866524784f6882dd77a2ba247406ab3b95ff7a description: '' health_score: 100.0 @@ -148336,8 +154535,8 @@ https://kubernetes.io/blog/2020/08/14/introducing-hierarchical-namespaces: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/09/02/scaling-kubernetes-networking-with-endpointslices: + addition_method: manual content_hash: e7b45e1a57a65abef1fd2a0d0b101b71b979feaba3f8bcce7d814313797b5a72 description: '' health_score: 100.0 @@ -148353,8 +154552,8 @@ https://kubernetes.io/blog/2020/09/02/scaling-kubernetes-networking-with-endpoin v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/11/18/cloud-native-security-for-your-clusters: + addition_method: manual ai_summary: 'Official Kubernetes blog overviewing the "4Cs of Cloud Native Security": Cloud, Clusters, Containers, and Code. It serves as an authoritative introduction to multi-layered cloud security hygiene and policy enforcement.' @@ -148381,8 +154580,8 @@ https://kubernetes.io/blog/2020/11/18/cloud-native-security-for-your-clusters: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/12/02/dont-panic-kubernetes-and-docker: + addition_method: manual content_hash: ceff4e18e0ea943ea6544991c1450535c2c564b5cfa54113e5c80c9157e36859 description: '' health_score: 100.0 @@ -148398,8 +154597,8 @@ https://kubernetes.io/blog/2020/12/02/dont-panic-kubernetes-and-docker: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2020/12/10/kubernetes-1.20-volume-snapshot-moves-to-ga: + addition_method: manual content_hash: 77b82a6cb24a2c47cf59b755ab053a548dbe619f6d8a5677ccaf830202c0d575 description: '' health_score: 100.0 @@ -148415,8 +154614,8 @@ https://kubernetes.io/blog/2020/12/10/kubernetes-1.20-volume-snapshot-moves-to-g v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/04/06/podsecuritypolicy-deprecation-past-present-and-future: + addition_method: manual content_hash: 6172cfea50ba97ed845d7a76d09d8dc644e4c987e42fa49be621ff5beccbb53c description: '' health_score: 100.0 @@ -148433,8 +154632,8 @@ https://kubernetes.io/blog/2021/04/06/podsecuritypolicy-deprecation-past-present v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/04/08/kubernetes-1-21-release-announcement: + addition_method: manual content_hash: 7816f8392d4baff0e50b97800f20fd60046d7b3a884753468becf44af21a849a description: '' health_score: 100.0 @@ -148450,8 +154649,8 @@ https://kubernetes.io/blog/2021/04/08/kubernetes-1-21-release-announcement: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/04/09/kubernetes-release-1.21-cronjob-ga: + addition_method: manual content_hash: 12fff7f2ac1c056aaf5c304828beb7bb2c754ca98836a0d657059497dfd33238 description: '' health_score: 100.0 @@ -148467,8 +154666,8 @@ https://kubernetes.io/blog/2021/04/09/kubernetes-release-1.21-cronjob-ga: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/04/12/introducing-suspended-jobs: + addition_method: manual content_hash: 558ff769474a99740c61c4bdbd8468e08fd121aeeda2edcd98cd46f54c28cc4e description: '' health_score: 100.0 @@ -148484,8 +154683,8 @@ https://kubernetes.io/blog/2021/04/12/introducing-suspended-jobs: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/04/15/three-tenancy-models-for-kubernetes: + addition_method: manual content_hash: 14ae47b50acec95123121c929ec4c4d2232ef9b8ac0b2d73509f4493a5f04532 description: '' health_score: 100.0 @@ -148501,8 +154700,8 @@ https://kubernetes.io/blog/2021/04/15/three-tenancy-models-for-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/04/20/annotating-k8s-for-humans: + addition_method: manual content_hash: a12d4e3359a89138b18ef7d5bc2ea9d4ec44c1425831e86348e7dbc905715815 description: '' health_score: 100.0 @@ -148518,8 +154717,8 @@ https://kubernetes.io/blog/2021/04/20/annotating-k8s-for-humans: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/04/21/graceful-node-shutdown-beta: + addition_method: manual content_hash: e6738a7532e6f49633a411b2a0276704820754736c053e57e6a6f4b881aedacc description: '' health_score: 100.0 @@ -148535,8 +154734,8 @@ https://kubernetes.io/blog/2021/04/21/graceful-node-shutdown-beta: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/04/22/evolving-kubernetes-networking-with-the-gateway-api: + addition_method: manual content_hash: 613a05eb258c4b7ffdd10dcb18302b44feb14074cfce625d9f9fb588423ef43a description: '' health_score: 100.0 @@ -148552,8 +154751,8 @@ https://kubernetes.io/blog/2021/04/22/evolving-kubernetes-networking-with-the-ga v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/04/23/kubernetes-release-1.21-metrics-stability-ga: + addition_method: manual content_hash: 8cc103a6eed6bcb2a3734507e9b1dc419bfbbb419266751939594a212cde0eb1 description: '' health_score: 100.0 @@ -148569,8 +154768,8 @@ https://kubernetes.io/blog/2021/04/23/kubernetes-release-1.21-metrics-stability- v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/06/21/writing-a-controller-for-pod-labels: + addition_method: manual content_hash: ac1925f114a5f7bb023463b7228b90201c9f93e945cb0117dfd7918ffeb34d30 description: '' health_score: 100.0 @@ -148586,8 +154785,8 @@ https://kubernetes.io/blog/2021/06/21/writing-a-controller-for-pod-labels: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/07/14/upcoming-changes-in-kubernetes-1-22: + addition_method: manual content_hash: c199fe6b1cbd1c20facd633f77acf70802a8ca03379d1031bdb45dab071a9cd0 description: '' health_score: 100.0 @@ -148604,8 +154803,8 @@ https://kubernetes.io/blog/2021/07/14/upcoming-changes-in-kubernetes-1-22: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/07/20/new-kubernetes-release-cadence: + addition_method: manual content_hash: 28d2d8655fd46b48be9b08d00e944a1d7e5f79eef2bd9d4fbf997212822667b2 description: '' health_score: 100.0 @@ -148622,8 +154821,8 @@ https://kubernetes.io/blog/2021/07/20/new-kubernetes-release-cadence: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/08/04/kubernetes-1-22-release-announcement: + addition_method: manual content_hash: 0321bd0cb4cb818c3beb8c1f6c8573bfae9cc27d3a14cd870c19a4bc0b9fa939 description: '' health_score: 100.0 @@ -148639,8 +154838,8 @@ https://kubernetes.io/blog/2021/08/04/kubernetes-1-22-release-announcement: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/08/11/kubernetes-1-22-feature-memory-manager-moves-to-beta: + addition_method: manual content_hash: 3c5422d8a5436b477a297e52f913c5eb99fb38a08803945d228f09aafd096468 description: '' health_score: 100.0 @@ -148656,8 +154855,8 @@ https://kubernetes.io/blog/2021/08/11/kubernetes-1-22-feature-memory-manager-mov v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/09/03/api-server-tracing: + addition_method: manual content_hash: ecce1dcc978fbc9072354620f98d74b3cf13542ddb38a663f267dfdd469f570a description: '' health_score: 100.0 @@ -148673,8 +154872,8 @@ https://kubernetes.io/blog/2021/09/03/api-server-tracing: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/10/08/capi-clusterclass-and-managed-topologies: + addition_method: manual content_hash: 1d7cf0abb8d7a8f01bac38ec94b5366259f8cb2ea09bbfaed40e2b31ca7ef449 description: '' health_score: 100.0 @@ -148691,8 +154890,8 @@ https://kubernetes.io/blog/2021/10/08/capi-clusterclass-and-managed-topologies: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/10/18/use-kpng-to-write-specialized-kube-proxiers: + addition_method: manual content_hash: 73d7bac095489fe9a11474a524c606f073dc596b964d0119efd86bad39fb2a53 description: '' health_score: 100.0 @@ -148708,8 +154907,8 @@ https://kubernetes.io/blog/2021/10/18/use-kpng-to-write-specialized-kube-proxier v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/11/12/are-you-ready-for-dockershim-removal: + addition_method: manual content_hash: 191a788f1df8cb3bc428c0458ecc1d0bd1c67175f8e197d5cf89bc0cd9bba818 description: '' health_score: 100.0 @@ -148725,8 +154924,8 @@ https://kubernetes.io/blog/2021/11/12/are-you-ready-for-dockershim-removal: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/12/07/kubernetes-1-23-release-announcement: + addition_method: manual content_hash: bdc38882217822ed82ebbd9a9c60821ccadd720f9cf1335ad6b046c640a9673c description: '' health_score: 100.0 @@ -148742,8 +154941,8 @@ https://kubernetes.io/blog/2021/12/07/kubernetes-1-23-release-announcement: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/12/17/security-profiles-operator: + addition_method: manual ai_summary: 'Curator Insight: Upstream release notes detailing critical profiles expansion inside the Security Profiles Operator. Live Grounding: Explains runtime metrics tracking and automated profile recording functions.' @@ -148770,8 +154969,8 @@ https://kubernetes.io/blog/2021/12/17/security-profiles-operator: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/12/21/admission-controllers-for-container-drift: + addition_method: manual content_hash: 03b4f743223210277194265c8a184807efd1f03e4eb8f55c79a8a9df7493cf65 description: '' health_score: 100.0 @@ -148788,8 +154987,8 @@ https://kubernetes.io/blog/2021/12/21/admission-controllers-for-container-drift: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2021/12/22/kubernetes-in-kubernetes-and-pxe-bootable-server-farm: + addition_method: manual content_hash: 91d40f965f0671d76374a4622a3d1a0287ac77be2ee2b79583012dd27443facd description: '' health_score: 100.0 @@ -148806,8 +155005,8 @@ https://kubernetes.io/blog/2021/12/22/kubernetes-in-kubernetes-and-pxe-bootable- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/01/07/kubernetes-is-moving-on-from-dockershim: + addition_method: manual content_hash: 864167747172fe9d31286df910c16a4b3a9aeb2df98bea63baadb7d3cab3a3e3 description: '' health_score: 100.0 @@ -148824,8 +155023,8 @@ https://kubernetes.io/blog/2022/01/07/kubernetes-is-moving-on-from-dockershim: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/02/17/dockershim-faq: + addition_method: manual content_hash: 7fe335219f6c8759967f0e82295f7b71b54a078e999d1c17dcb55fd92351c5d4 description: '' health_score: 100.0 @@ -148841,8 +155040,8 @@ https://kubernetes.io/blog/2022/02/17/dockershim-faq: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/08/04/upcoming-changes-in-kubernetes-1-25: + addition_method: manual content_hash: fcdafad4b7d4f940bba5888743e3253b876aa30fc811c7185b78f0eac365afa7 description: '' health_score: 100.0 @@ -148858,8 +155057,8 @@ https://kubernetes.io/blog/2022/08/04/upcoming-changes-in-kubernetes-1-25: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/08/23/kubernetes-v1-25-release: + addition_method: manual content_hash: 5ba733b759357e8f127462eaab419b8aa65fb76cb1068df93fbf557690d41fb3 description: '' health_score: 100.0 @@ -148875,8 +155074,8 @@ https://kubernetes.io/blog/2022/08/23/kubernetes-v1-25-release: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/08/23/podsecuritypolicy-the-historical-context: + addition_method: manual content_hash: bc62344defb15cc59d3ba96081039e69a0d86faf6bc91b0349c5df4ca357b402 description: '' health_score: 100.0 @@ -148892,8 +155091,8 @@ https://kubernetes.io/blog/2022/08/23/podsecuritypolicy-the-historical-context: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/09/12/k8s-cve-feed-alpha: + addition_method: manual ai_summary: Official Kubernetes announcement of an auto-refreshing JSON-based CVE feed designed for programmatic security automation. This feed enables automated scanning engines, SIEMs, and cloud-native vulnerability scanners to ingest real-time @@ -148922,8 +155121,8 @@ https://kubernetes.io/blog/2022/09/12/k8s-cve-feed-alpha: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/11/28/registry-k8s-io-faster-cheaper-ga: + addition_method: manual content_hash: ed90239db433f3ba239c2024787d480dda3b9469ce3d501478954f4b96c037be description: '' health_score: 100.0 @@ -148940,8 +155139,8 @@ https://kubernetes.io/blog/2022/11/28/registry-k8s-io-faster-cheaper-ga: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/12/16/kubernetes-1-26-non-graceful-node-shutdown-beta: + addition_method: manual content_hash: 579b1448359a31297386f82f3438e537bbda3f3965ba801f3cac93792e76e502 description: '' health_score: 100.0 @@ -148957,8 +155156,8 @@ https://kubernetes.io/blog/2022/12/16/kubernetes-1-26-non-graceful-node-shutdown v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/12/23/kubernetes-12-06-fsgroup-on-mount: + addition_method: manual content_hash: d4231ce50cc39c56d04722417acfe77e13b55acc2249a2d7ff79d168d7d32298 description: '' health_score: 100.0 @@ -148975,8 +155174,8 @@ https://kubernetes.io/blog/2022/12/23/kubernetes-12-06-fsgroup-on-mount: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/12/26/pod-scheduling-readiness-alpha: + addition_method: manual content_hash: c41f5e21fab1643c48f1dc46e6e018f3f47c61fd9522ebce427825d0f104cb21 description: '' health_score: 100.0 @@ -148992,8 +155191,8 @@ https://kubernetes.io/blog/2022/12/26/pod-scheduling-readiness-alpha: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/12/27/cpumanager-ga: + addition_method: manual content_hash: fe665e493e64d8d2e4e61bcd9ca415c568ff2ac27a0057af56ca951b8b8d3c95 description: '' health_score: 100.0 @@ -149009,8 +155208,8 @@ https://kubernetes.io/blog/2022/12/27/cpumanager-ga: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/12/29/scalable-job-tracking-ga: + addition_method: manual content_hash: d5d67ad1b73a3e69718c2da3afedb28b75d4ffd5b5835b13397f7d56faf1d26d description: '' health_score: 100.0 @@ -149027,8 +155226,8 @@ https://kubernetes.io/blog/2022/12/29/scalable-job-tracking-ga: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2022/12/30/advancements-in-kubernetes-traffic-engineering: + addition_method: manual content_hash: b6ce40a7eb4e30a953a438d7865a981b7cbc8c392a6935ef7714ff17f5d33b51 description: '' health_score: 100.0 @@ -149044,8 +155243,8 @@ https://kubernetes.io/blog/2022/12/30/advancements-in-kubernetes-traffic-enginee v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2023/01/12/protect-mission-critical-pods-priorityclass: + addition_method: manual content_hash: 0e44386514f51839e3806b8c2ca6d678071cc4c7d103d5fc2f877ee9af3416c1 description: '' health_score: 100.0 @@ -149061,8 +155260,8 @@ https://kubernetes.io/blog/2023/01/12/protect-mission-critical-pods-priorityclas v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/blog/2023/04/11/kubernetes-v1-27-release: + addition_method: manual content_hash: f44cfa81e22a949e8c1398f7d3f7de4682facb737d1ee030058e2518cac9660b description: '' health_score: 100.0 @@ -149078,8 +155277,8 @@ https://kubernetes.io/blog/2023/04/11/kubernetes-v1-27-release: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2023/05/12/in-place-pod-resize-alpha: + addition_method: manual content_hash: 59b1840d97300782716482afec0b3a8200ef66d014420504a7b7efc35a1778cf description: '' health_score: 100.0 @@ -149096,8 +155295,8 @@ https://kubernetes.io/blog/2023/05/12/in-place-pod-resize-alpha: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy: + addition_method: manual content_hash: c7e0e4732d72bc5c3d5ee226dc1e93189452e179270d0fda900c4dc760cc3ed5 description: '' health_score: 100.0 @@ -149117,8 +155316,146 @@ https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy: - kubernetes-networking.md - networking.md year: N/A - addition_method: manual +https://kubernetes.io/blog/2026/05/15/ccm-new-metric-route-sync-total: + addition_method: automatic + ai_summary: Analysis of the new alpha metric 'route_controller_route_sync_total' + introduced in the Kubernetes v1.36 Cloud Controller Manager (CCM). Designed to + facilitate A/B validation of the 'CloudControllerManagerWatchBasedRoutesReconciliation' + feature gate, transitioning cloud routing loops from fixed polling intervals to + reactive, watch-based reconciliation. Drastically reduces redundant control plane + queries to underlying hyperscaler APIs, preventing rate-limiting blocks in large-scale + cluster architectures. + category: kubernetes-releases + complexity: advanced + content_hash: dbc9d6838b2707a36356b2e119c5c5c2fadcbdccb822cde5a7d522364a03e61f + description: Deep dive into the new route_controller_route_sync_total counter metric + in the Cloud Controller Manager. + hierarchy: + - Kubernetes + - Control Plane Architecture + - Cloud Controller Manager (CCM) + - Instrumentation + is_microservice: false + language: en + last_checked: 1780352037.401639 + reputation_status: Vetted + reputation_summary: Official Kubernetes upstream instrumentation blog detailing + critical cloud provider integration optimizations. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + title: 'Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller Manager' + year: '2026' +https://kubernetes.io/blog/2026/05/15/kubernetes-1-36-feature-mixed-version-proxy-beta: + addition_method: automatic + ai_summary: Architectural breakdown of the Mixed Version Proxy (KEP-4020) graduating + to Beta and becoming enabled by default in Kubernetes 1.36. The mechanism prevents + false 404 errors during mixed-version control plane rolling upgrades by proxying + unrecognized resource requests to a newer peer API server. Enforces peer-aggregated + discovery data flows, allowing operators to build and upgrade highly available + control planes with zero client disruption. + category: kubernetes-releases + complexity: advanced + content_hash: 4f92eaecea5b657a67aedaaa6df62b17923b080c08a3ed8ad06a56f6e79d6655 + description: Overview of the Mixed Version Proxy feature graduating to Beta in Kubernetes + 1.36 to secure mixed-version control plane upgrades. + hierarchy: + - Kubernetes + - Control Plane Architecture + - API Server + - Mixed Version Proxy + is_microservice: false + language: en + last_checked: 1780352037.401437 + reputation_status: Vetted + reputation_summary: Official upstream Kubernetes blog detailing core API Machinery + security and upgrade enhancements. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: 'Kubernetes v1.36: Mixed Version Proxy Graduates to Beta' + year: '2026' +https://kubernetes.io/blog/2026/05/20/etcd-370-beta: + addition_method: automatic + ai_summary: 'Curator Insight: Synchronized with the primary project announcement, + the official Kubernetes blog highlights the integration benefits of etcd v3.7.0-beta.0 + for cluster orchestrators. Live Grounding validates that the RangeStream capability + directly alleviates serialization bottlenecks inside the Kubernetes API server + when listing large resource collections. This post serves as a crucial engineering + guide for cluster administrators preparing to test and validate next-generation + state storage under heavy workload scenarios.' + category: aws-databases + complexity: Advanced + content_hash: 46f2f0e84e0b8a9f6ad68653bbecd214ae2d15efe741086adc5db811d45d90ce + description: Kubernetes-centric blog post highlighting the upcoming etcd 3.7.0-beta.0 + features for cluster state storage. + hierarchy: + - Kubernetes + - Cluster Architecture + - Database Storage + is_microservice: true + language: en + last_checked: 1780352424.113325 + reputation_status: Vetted + reputation_summary: Vetted official Kubernetes ecosystem announcement. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + - GUIDE + title: Announcing etcd 3.7.0-beta.0 | Kubernetes + year: '2026' +https://kubernetes.io/blog/2026/05/26/reconciling-unfixed-kubernetes-cves: + addition_method: automatic + ai_summary: The Kubernetes Security Response Committee (SRC) outlines a critical + data hygiene initiative to correct historical CVE records that erroneously indicated + fixed version fields for old, unfixed issues. Since these corrected records take + effect on June 1, 2026, security and vulnerability scanners will begin newly flagging + these unresolved CVEs (such as CVE-2021-25740). The post details mitigation checklists + and manual RBAC audit guidelines to help platform engineers proactively assess + their exposure and risk tolerance. + category: kubernetes-security + complexity: Advanced + content_hash: a881c6a7904960d275eee24cfd97d4a3c2c5d9f70e6687cefdd56f6c9980c32b + description: The Kubernetes Security Response Committee issues corrections for a + list of older, unfixed CVEs that incorrectly claimed fixed versions. + hierarchy: + - Security + - Vulnerability Management + - Kubernetes CVEs + is_microservice: false + language: en + last_checked: 1780352720.351704 + reputation_status: Vetted + reputation_summary: Official advisory issued by the Kubernetes Security Response + Committee (SRC). + resource_type: article + social_preview_url: '' + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + - GUIDE + title: 'Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEs' + year: '2026' https://kubernetes.io/docs/concepts/cluster-administration/networking: + addition_method: manual content_hash: be616c9817f6c67a157234fa421108a40dd4b1bd3d8a0216397f05cbe4d2a22d description: '' health_score: 100.0 @@ -149137,8 +155474,8 @@ https://kubernetes.io/docs/concepts/cluster-administration/networking: - kubernetes-networking.md - openshift.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/configuration/assign-pod-node: + addition_method: manual content_hash: a4eeda3d6c9481f783d99e59017fe277a78f30b83b717a4f83c6ae6f3e5fb7e8 description: '' health_score: 100.0 @@ -149149,8 +155486,8 @@ https://kubernetes.io/docs/concepts/configuration/assign-pod-node: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources: + addition_method: manual content_hash: 64ab2a247471b5276296f018948eb520c9266633aac5e50ea5c877d6b34407bf description: '' health_score: 100.0 @@ -149166,8 +155503,8 @@ https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resou v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/extend-kubernetes/compute-storage-net/network-plugins: + addition_method: manual content_hash: 4dcbe10ed9b5ee35fdc5969e0481da1772970e42b21441a42f2f0579bee63a77 description: '' health_score: 100.0 @@ -149183,8 +155520,8 @@ https://kubernetes.io/docs/concepts/extend-kubernetes/compute-storage-net/networ v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/extend-kubernetes/operator: + addition_method: manual content_hash: dfcdb56952fd2b5a04c9388f93ec6c98ff0bb387817532551c4484ea0cdfd6db description: '' health_score: 100.0 @@ -149202,8 +155539,8 @@ https://kubernetes.io/docs/concepts/extend-kubernetes/operator: - kubernetes-operators-controllers.md - crunchydata.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/policy/limit-range: + addition_method: manual content_hash: 14e423661a48f7b122309b59c463bd4c1a0b6405aabd200cf123d07503435f50 description: '' health_score: 100.0 @@ -149219,8 +155556,8 @@ https://kubernetes.io/docs/concepts/policy/limit-range: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/policy/pod-security-policy: + addition_method: manual content_hash: 866f23a6ee6d1dbf146ad2c7ebfb83f42a35d81c47e9d82cc3ed95ec37a64ab3 description: '' health_score: 100.0 @@ -149233,8 +155570,8 @@ https://kubernetes.io/docs/concepts/policy/pod-security-policy: - docs/kubernetes-security.md - docs/openshift.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node: + addition_method: manual content_hash: 39a3eb1e0d1d6a95603b77f21ab3a8ad3528cf09376b7687909969141ed9bc6f health_score: 100.0 last_checked: 1779130494.9347 @@ -149245,8 +155582,8 @@ https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://kubernetes.io/docs/concepts/scheduling-eviction/topology-spread-constraints: + addition_method: manual content_hash: 0d8d3e742b0200b6fdbced487f238fec34db85cbf334d82c6e326c4316ad4b8f health_score: 100.0 last_checked: 1779130494.939164 @@ -149257,8 +155594,8 @@ https://kubernetes.io/docs/concepts/scheduling-eviction/topology-spread-constrai - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://kubernetes.io/docs/concepts/security: + addition_method: manual ai_summary: 'The authoritative framework defining Kubernetes security architecture across the ''FourCs'' Model: Cloud, Cluster, Container, and Code. Serves as the foundational blueprint for understanding attack vectors, defense-in-depth methodologies, @@ -149281,8 +155618,8 @@ https://kubernetes.io/docs/concepts/security: - devsecops.md - kubernetes-security.md year: '2026' - addition_method: manual https://kubernetes.io/docs/concepts/security/multi-tenancy: + addition_method: manual content_hash: b7e49d2c94bd2b5631e3fdf95598aa46c8c38e79fde69b2e7ac48186a6270d45 description: '' health_score: 100.0 @@ -149298,8 +155635,8 @@ https://kubernetes.io/docs/concepts/security/multi-tenancy: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/security/overview: + addition_method: manual content_hash: c0cc3baba8eaaedaf83082627126f9515a0d70d869abf3f3a2863ec5b6a51feb description: '' health_score: 100.0 @@ -149311,8 +155648,8 @@ https://kubernetes.io/docs/concepts/security/overview: - docs/devsecops.md - docs/kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/security/pod-security-policy: + addition_method: manual ai_summary: 'Curator Insight: Deprecated native resource that defined security profiles for pod execution. Live Grounding: Completely removed in Kubernetes v1.25. Replaced globally by Pod Security Standards (PSS) and third-party validation engines.' @@ -149333,8 +155670,8 @@ https://kubernetes.io/docs/concepts/security/pod-security-policy: v2_locations: - kubernetes-security.md year: '2021' - addition_method: manual https://kubernetes.io/docs/concepts/security/security-checklist: + addition_method: manual ai_summary: The official, continuously updated security checklist mapping out practices across the 4C cloud-native security model. Serves as a foundational reference for cluster hardening, namespace isolation, and API server protection. @@ -149361,8 +155698,8 @@ https://kubernetes.io/docs/concepts/security/security-checklist: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/services-networking/ingress-controllers: + addition_method: manual content_hash: 4ec5f077a39d46edde3a15b4423aaa13bb7c9127146116774bcf83335e1c6941 description: '' health_score: 100.0 @@ -149378,16 +155715,16 @@ https://kubernetes.io/docs/concepts/services-networking/ingress-controllers: v2_locations: - ocp4.md year: N/A - addition_method: manual https://kubernetes.io/docs/concepts/services-networking/service: + addition_method: manual content_hash: b0dda1b40053837e7ae4793158903472024ed6ad6b7c153b65d992144d85e092 health_score: 100.0 last_checked: 1779029459.285103 needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://kubernetes.io/docs/concepts/workloads/autoscaling/horizontal-pod-autoscale: + addition_method: manual content_hash: 2bfbbf681c677ad6bb3bb7ce7b062cdeb9d17b279c9b7e524b695ad41578ce0d health_score: 100.0 last_checked: 1779130494.948272 @@ -149398,8 +155735,8 @@ https://kubernetes.io/docs/concepts/workloads/autoscaling/horizontal-pod-autosca - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://kubernetes.io/docs/concepts/workloads/pods/pod-topology-spread-constraints: + addition_method: manual content_hash: f2f96449f340b343a8c77814bce0118affd23cfa93ebc60d4890900459d8a894 description: '' health_score: 100.0 @@ -149410,8 +155747,8 @@ https://kubernetes.io/docs/concepts/workloads/pods/pod-topology-spread-constrain v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/contribute/style/diagram-guide: + addition_method: manual content_hash: 0d8a6490781ab2934986c57cc1de5b2c2d8c4093c97ab54d334f6af5ded923a6 description: '' health_score: 100.0 @@ -149427,8 +155764,8 @@ https://kubernetes.io/docs/contribute/style/diagram-guide: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://kubernetes.io/docs/reference/access-authn-authz/authentication: + addition_method: manual ai_summary: 'Curator Insight: Official Kubernetes reference documentation for cluster-wide authentication mechanisms. Live Grounding: Absolute source of truth covering token methods, client certificates, and webhook protocols for API traffic control.' @@ -149455,8 +155792,8 @@ https://kubernetes.io/docs/reference/access-authn-authz/authentication: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/docs/reference/issues-security/official-cve-feed: + addition_method: manual ai_summary: 'Curator Insight: Upstream Kubernetes project tracking CVE announcements and security advisories. Live Grounding: The authoritative source of vulnerability data necessary for building compliance scans and security guardrails.' @@ -149483,8 +155820,8 @@ https://kubernetes.io/docs/reference/issues-security/official-cve-feed: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/docs/reference/kubectl/cheatsheet: + addition_method: manual content_hash: 1c9904d1fbd88b549d1db4cd7ad2ab386f8cd50b2eb83cfdc193f64458402e1d description: '' health_score: 100.0 @@ -149496,8 +155833,8 @@ https://kubernetes.io/docs/reference/kubectl/cheatsheet: - docs/cheatsheets.md - docs/kubectl-commands.md year: N/A - addition_method: manual https://kubernetes.io/docs/reference/kubectl/quick-reference: + addition_method: manual content_hash: ccf67be6374e4c049748978c7f38fbfd29cb6b5a9ef7333ca844ad86574da10d health_score: 100.0 last_checked: 1779130494.980522 @@ -149511,8 +155848,8 @@ https://kubernetes.io/docs/reference/kubectl/quick-reference: v2_locations: - kubectl-commands.md - cheatsheets.md - addition_method: manual https://kubernetes.io/docs/reference/kubernetes-api: + addition_method: manual content_hash: 1a616fe3cba266097c67d7c944e7863243a59f8582af03452117da112449db78 description: '' health_score: 100.0 @@ -149528,8 +155865,8 @@ https://kubernetes.io/docs/reference/kubernetes-api: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/reference/scheduling: + addition_method: manual content_hash: 14541b978af4b79fd0508179aebc3ccba5dd9792ce23bc64fd3a6962c86849d5 description: '' health_score: 100.0 @@ -149545,8 +155882,8 @@ https://kubernetes.io/docs/reference/scheduling: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/reference/scheduling/config: + addition_method: manual content_hash: db6f8da36d2ea48c1c42d30dda6bc112c4c1e27302d4bb5331245394834ace2c health_score: 100.0 last_checked: 1779130495.032002 @@ -149557,8 +155894,8 @@ https://kubernetes.io/docs/reference/scheduling/config: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://kubernetes.io/docs/reference/scheduling/profiles: + addition_method: manual content_hash: ac4a5b218af0c9c55cae06d43a6f0eb0276bc2b908a61b28fa0e82e3bf2684ff description: '' health_score: 100.0 @@ -149573,8 +155910,8 @@ https://kubernetes.io/docs/reference/scheduling/profiles: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/setup/production-environment/container-runtimes: + addition_method: manual content_hash: d0ff545e41745ccabd9a156673966f22699b6989750ed255ac5794c2cf181e14 description: '' health_score: 100.0 @@ -149590,8 +155927,8 @@ https://kubernetes.io/docs/setup/production-environment/container-runtimes: v2_locations: - container-managers.md year: N/A - addition_method: manual https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster: + addition_method: manual ai_summary: 'Curator Insight: Official documentation on general cluster gateway entry points. Live Grounding: Primary map for developers, operators, and tools to locate endpoints and pass initial authentication handshakes.' @@ -149618,8 +155955,8 @@ https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/docs/tasks/administer-cluster/access-cluster-api: + addition_method: manual ai_summary: 'Curator Insight: Official upstream tasks covering direct API server communication pathways. Live Grounding: Teaches developers and automated CI systems how to authenticate and safely dispatch requests directly to API server endpoints.' @@ -149646,8 +155983,8 @@ https://kubernetes.io/docs/tasks/administer-cluster/access-cluster-api: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/docs/tasks/administer-cluster/configure-upgrade-etcd: + addition_method: manual content_hash: 0ad26a04cc49a66ce3373ad6404c7f9748f55730a670885dda2fcf889ddaed4b description: '' health_score: 100.0 @@ -149663,8 +156000,8 @@ https://kubernetes.io/docs/tasks/administer-cluster/configure-upgrade-etcd: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/tasks/administer-cluster/encrypt-data: + addition_method: manual ai_summary: The official documentation guiding system admins through encrypting etcd secret data at rest. Covers local secrets key providers and external KMS plugin configurations. @@ -149691,8 +156028,8 @@ https://kubernetes.io/docs/tasks/administer-cluster/encrypt-data: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://kubernetes.io/docs/tasks/configure-pod-container/user-namespaces: + addition_method: manual content_hash: fccbbd4c22e401e49c6b70f8ad680d74f2f81a504fc6f249296257e7067ae212 description: '' health_score: 100.0 @@ -149708,8 +156045,8 @@ https://kubernetes.io/docs/tasks/configure-pod-container/user-namespaces: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/tasks/extend-kubectl/kubectl-plugins: + addition_method: manual content_hash: 86d096c9b22fe7139eeb4570966eb819ddbfa12d7d0e4e3469452a53da4662c9 description: '' health_score: 100.0 @@ -149725,8 +156062,8 @@ https://kubernetes.io/docs/tasks/extend-kubectl/kubectl-plugins: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetes.io/docs/tasks/manage-kubernetes-objects/kustomization: + addition_method: manual content_hash: 8aaf2942e2dbaf61b046bff9e2f5501dc631fe88da75fe64c1550c02d2a9710f description: '' health_score: 100.0 @@ -149742,8 +156079,8 @@ https://kubernetes.io/docs/tasks/manage-kubernetes-objects/kustomization: v2_locations: - kustomize.md year: N/A - addition_method: manual https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale: + addition_method: manual content_hash: a9f935606a84432161200b555014e250514cde637c24d1469af74122161a686b description: '' health_score: 100.0 @@ -149754,8 +156091,8 @@ https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://kubernetes.io/docs/tutorials: + addition_method: manual content_hash: 44e27a3f54a08a7d2dde399ed13f5d5031301f5649b6f58c79efd7e04c57a4ae description: '' health_score: 100.0 @@ -149771,8 +156108,8 @@ https://kubernetes.io/docs/tutorials: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://kubernetes.slack.com: + addition_method: manual content_hash: b27fb38ba323745c91fe7fd9021605430d43bdb7d3be765266e29364d103e26f description: '' health_score: 100.0 @@ -149788,8 +156125,8 @@ https://kubernetes.slack.com: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetesbyexample.com: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032216.758453 @@ -149801,8 +156138,8 @@ https://kubernetesbyexample.com: v2_locations: - demos.md - kubernetes-tutorials.md - addition_method: manual https://kubernetespodcast.com: + addition_method: manual content_hash: a26368fa2087049059aca9589266af9139ebab5bbd5e7d13c182294420f2b929 description: '' health_score: 100.0 @@ -149818,8 +156155,8 @@ https://kubernetespodcast.com: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetespodcast.com/episode/164-podman: + addition_method: manual content_hash: 4aaf6e9e2bc5b9f354d06bcb3cb8ef43614a00eb33336afb6029c74571af8c55 description: '' health_score: 100.0 @@ -149835,8 +156172,8 @@ https://kubernetespodcast.com/episode/164-podman: v2_locations: - container-managers.md year: N/A - addition_method: manual https://kubernetesreadme.com: + addition_method: manual content_hash: 5f0f92a0d48e0c9fa56c5cf279db83b05a7f7feb3c784c1c095941d3fa7ec3f4 description: '' health_score: 100.0 @@ -149852,8 +156189,8 @@ https://kubernetesreadme.com: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubernetestutorials.com/install-and-deploy-kubernetes-on-centos-7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -149867,8 +156204,8 @@ https://kubernetestutorials.com/install-and-deploy-kubernetes-on-centos-7: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://kubernetestutorials.com/kubernetes-tutorials/kubernetes-introduction-to-yaml: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -149882,8 +156219,8 @@ https://kubernetestutorials.com/kubernetes-tutorials/kubernetes-introduction-to- v2_locations: - yaml.md year: N/A - addition_method: manual https://kubeshark.co: + addition_method: manual content_hash: cd0b8278ff0a583c223d90cc249ad0e5566011eb797776cab27baea084ca366b description: '' health_score: 100.0 @@ -149894,8 +156231,8 @@ https://kubeshark.co: v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://kubeshop.github.io/monokle: + addition_method: manual content_hash: fc36c6ea851ec23ab441534181bc6559afa3f355651d8847c75faa89a99aa413 description: '' health_score: 100.0 @@ -149906,8 +156243,8 @@ https://kubeshop.github.io/monokle: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://kubeshop.io: + addition_method: manual content_hash: 3e56ce5bd69843e7ceeca13d67b2d1ea1e7e5f9a96fed6dbfaf3762c97d21fc8 description: '' health_score: 100.0 @@ -149923,8 +156260,8 @@ https://kubeshop.io: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://kubesphere.io: + addition_method: manual ai_summary: Official site for KubeSphere, a pluggable multi-cluster management platform. It encapsulates underlying vanilla Kubernetes clusters with multi-tenant, GitOps, observability, and service mesh management layers. @@ -149951,8 +156288,8 @@ https://kubesphere.io: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://kubesphere.io/blogs/install-kubernetes-containerd: + addition_method: manual ai_summary: Demonstrates setting up Kubernetes v1.22 using container runtime interface (CRI) containerd via KubeKey. Covers migrating away from Dockershim configurations seamlessly. @@ -149979,8 +156316,8 @@ https://kubesphere.io/blogs/install-kubernetes-containerd: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://kubesphere.io/blogs/k8s-ha-practices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -149996,8 +156333,8 @@ https://kubesphere.io/blogs/k8s-ha-practices: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kubesphere.io/blogs/kubeeye-automatic-cluster-diagnostic-tool: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150013,8 +156350,8 @@ https://kubesphere.io/blogs/kubeeye-automatic-cluster-diagnostic-tool: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://kubesphere.io/blogs/scale-kubernetes-cluster-using-kubekey: + addition_method: manual ai_summary: Step-by-step tutorial highlighting programmatic node scaling in live production environments. Details configuration modifications to hosts.yaml and idempotent runtime adjustments. @@ -150041,8 +156378,8 @@ https://kubesphere.io/blogs/scale-kubernetes-cluster-using-kubekey: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://kubestone.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150057,8 +156394,8 @@ https://kubestone.io: v2_locations: - ocp4.md year: N/A - addition_method: manual https://kubestr.io: + addition_method: manual content_hash: a1aac5827addfc6223f7f603ec5d1532b88f59699ca8e3eb0bace641e1321213 description: '' health_score: 100.0 @@ -150076,8 +156413,8 @@ https://kubestr.io: - kubernetes-tools.md - kubernetes-storage.md year: N/A - addition_method: manual https://kubetools.io/kopylot-an-ai-powered-kubernetes-assistant-for-devops-developers: + addition_method: manual content_hash: 22c69347e82d8379e814782608caba158101c76c2d5feac3d1945a86a11b43ff health_score: 100.0 last_checked: 1779130495.010793 @@ -150088,9 +156425,9 @@ https://kubetools.io/kopylot-an-ai-powered-kubernetes-assistant-for-devops-devel - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual ? https://kubetools.io/mastering-kubernetes-debugging-and-troubleshooting-with-kubeshark-real-time-visibility-query-language-service-map-and-integrations -: content_hash: 3add506832f86e54b5a3c95652b6618aa0a3ae169e949112335e6babc3f0ea63 +: addition_method: manual + content_hash: 3add506832f86e54b5a3c95652b6618aa0a3ae169e949112335e6babc3f0ea63 health_score: 100.0 last_checked: 1779130494.937074 status: online @@ -150100,8 +156437,8 @@ https://kubetools.io/kopylot-an-ai-powered-kubernetes-assistant-for-devops-devel - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://kubetools.io/why-k9s-should-be-your-go-to-tool-for-kubernetes-management: + addition_method: manual content_hash: cde5cfc6d33fcfe7c8abab886d8e6304febb2c0a00f5f35c5e291a78cabb7819 health_score: 100.0 last_checked: 1779130494.997096 @@ -150112,8 +156449,8 @@ https://kubetools.io/why-k9s-should-be-your-go-to-tool-for-kubernetes-management - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://kubevela.io: + addition_method: manual content_hash: b10c4920a3537933054ad09966865a1a9bd15cae560745b814a6c971c3bd29d8 description: '' health_score: 100.0 @@ -150129,8 +156466,8 @@ https://kubevela.io: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://kubevious.io: + addition_method: manual content_hash: 2899deb33300e3afe59adf9a12f316a46d28dde8f291b1b7804e61d78e8b25e3 description: '' health_score: 100.0 @@ -150146,8 +156483,8 @@ https://kubevious.io: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://kubevious.io/blog/post/kubevious-saas-beta-launch: + addition_method: manual content_hash: edbf936550f176276e57f481a3c9fb467317a9ba206234a4caa00860128fb6b5 description: '' health_score: 100.0 @@ -150158,8 +156495,8 @@ https://kubevious.io/blog/post/kubevious-saas-beta-launch: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://kubevious.io/blog/post/top-kubernetes-yaml-validation-tools: + addition_method: manual ai_summary: A comparative guide highlighting top Kubernetes YAML validation software. Reviews tools such as Datree, KubeLinter, and Polaris on policy coverage, ease-of-use, and execution times inside CI pathways. @@ -150188,8 +156525,8 @@ https://kubevious.io/blog/post/top-kubernetes-yaml-validation-tools: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://kubevious.io/docs/built-in-validators: + addition_method: manual content_hash: 093799c23e29835a8e9e30f40da4c4b60a422c2c16d0bd0ee37bff70264ed3a6 description: '' health_score: 100.0 @@ -150200,8 +156537,8 @@ https://kubevious.io/docs/built-in-validators: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://kubevirt.io: + addition_method: manual content_hash: b0536ac55008d7764973f34b31c917997aa5fc553e0e40f2e8e98b3abf1bd660 description: '' health_score: 100.0 @@ -150217,8 +156554,8 @@ https://kubevirt.io: v2_locations: - ocp4.md year: N/A - addition_method: manual https://kubezilla.com/tools: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150232,8 +156569,8 @@ https://kubezilla.com/tools: v2_locations: - other-awesome-lists.md year: N/A - addition_method: manual https://kuderko.medium.com/fixing-bad-cpu-usage-distribution-in-kubernetes-e1e43ed87cd6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150247,8 +156584,8 @@ https://kuderko.medium.com/fixing-bad-cpu-usage-distribution-in-kubernetes-e1e43 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://kudo.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150264,8 +156601,8 @@ https://kudo.dev: - kubernetes-operators-controllers.md - kubernetes-tools.md year: N/A - addition_method: manual https://kui.tools: + addition_method: manual ai_summary: A hybrid CLI/GUI application that translates plain terminal commands into interactive graphs and visual widgets, bridging the gap between raw shells and heavy dashboards. @@ -150295,8 +156632,8 @@ https://kui.tools: - kubernetes-tools.md - index.md year: N/A - addition_method: manual https://kumomind.medium.com/should-i-consider-the-gitops-methodology-f49e042b8c22: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150310,8 +156647,8 @@ https://kumomind.medium.com/should-i-consider-the-gitops-methodology-f49e042b8c2 v2_locations: - gitops.md year: N/A - addition_method: manual https://kurl.sh: + addition_method: manual ai_summary: An automated web-based tool from Replicated for creating custom Kubernetes installers. It generates a single shell script containing your chosen mix of Kubernetes core packages, CNI layers, and custom operators, designed for offline and air-gapped @@ -150339,8 +156676,8 @@ https://kurl.sh: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://kustomize.io: + addition_method: manual content_hash: 5a93067842b638b5b465bde9bbeed9b3446efa2a774bc57a38c51779e7737608 description: '' health_score: 100.0 @@ -150356,8 +156693,8 @@ https://kustomize.io: v2_locations: - kustomize.md year: N/A - addition_method: manual https://kustomizer.dev: + addition_method: manual content_hash: aefd444e6139092b7bfbcfe96430ce9992bd9a17c0f7e449d04c39472ef5aca1 description: '' health_score: 100.0 @@ -150373,8 +156710,8 @@ https://kustomizer.dev: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://kuttl.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150388,8 +156725,8 @@ https://kuttl.dev: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://kvs-vishnu23.medium.com/is-aws-cdk-better-than-terraform-85194e7a42cd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150403,9 +156740,9 @@ https://kvs-vishnu23.medium.com/is-aws-cdk-better-than-terraform-85194e7a42cd: v2_locations: - terraform.md year: N/A - addition_method: manual ? https://kymidd.medium.com/lets-do-devops-eks-k8s-python-fuzzy-staging-with-aws-secrets-manager-k8s-init-disk-secrets-b0d8022f3a5d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032157.104461 @@ -150419,8 +156756,8 @@ https://kvs-vishnu23.medium.com/is-aws-cdk-better-than-terraform-85194e7a42cd: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://kyverno.io: + addition_method: manual ai_summary: 'A CNCF graduated Kubernetes-native policy engine. @@ -150454,8 +156791,8 @@ https://kyverno.io: - kubernetes-security.md - securityascode.md year: N/A - addition_method: manual https://kyverno.io/docs/writing-policies/autogen: + addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 description: '' health_score: 100.0 @@ -150471,8 +156808,8 @@ https://kyverno.io/docs/writing-policies/autogen: v2_locations: - securityascode.md year: N/A - addition_method: manual https://kyverno.io/docs/writing-policies/generate: + addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 description: '' health_score: 100.0 @@ -150488,8 +156825,8 @@ https://kyverno.io/docs/writing-policies/generate: v2_locations: - securityascode.md year: N/A - addition_method: manual https://kyverno.io/docs/writing-policies/mutate: + addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 description: '' health_score: 100.0 @@ -150505,8 +156842,8 @@ https://kyverno.io/docs/writing-policies/mutate: v2_locations: - securityascode.md year: N/A - addition_method: manual https://kyverno.io/policies: + addition_method: manual ai_summary: A rich library of ready-to-use Kyverno policy definitions. These templates address common cloud security standards (Pod Security Standards, multi-tenancy constraints, best practices, and resource optimization parameters) for instant @@ -150536,8 +156873,8 @@ https://kyverno.io/policies: - kubernetes-security.md - securityascode.md year: N/A - addition_method: manual https://kyverno.io/policies/best-practices/check_deprecated_apis: + addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 description: '' health_score: 100.0 @@ -150552,8 +156889,8 @@ https://kyverno.io/policies/best-practices/check_deprecated_apis: v2_locations: - securityascode.md year: N/A - addition_method: manual https://kyverno.io/policies/best-practices/require_probes/require_probes: + addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 description: '' health_score: 100.0 @@ -150568,8 +156905,8 @@ https://kyverno.io/policies/best-practices/require_probes/require_probes: v2_locations: - securityascode.md year: N/A - addition_method: manual https://kyverno.io/policies/best-practices/restrict_image_registries/restrict_image_registries: + addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 description: '' health_score: 100.0 @@ -150584,8 +156921,8 @@ https://kyverno.io/policies/best-practices/restrict_image_registries/restrict_im v2_locations: - securityascode.md year: N/A - addition_method: manual https://kyverno.io/policies/other/add-pod-proxies: + addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 description: '' health_score: 100.0 @@ -150600,8 +156937,8 @@ https://kyverno.io/policies/other/add-pod-proxies: v2_locations: - securityascode.md year: N/A - addition_method: manual https://kyverno.io/policies/other/require_pdb: + addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 description: '' health_score: 100.0 @@ -150616,8 +156953,8 @@ https://kyverno.io/policies/other/require_pdb: v2_locations: - securityascode.md year: N/A - addition_method: manual https://lab.github.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150631,8 +156968,8 @@ https://lab.github.com: v2_locations: - git.md year: N/A - addition_method: manual https://lab.texthtml.net/gitlab/merge-bot: + addition_method: manual content_hash: 2fd72b5eeb9dca6c8506ace4db5979be66c3dc20980062304b8805585e86f1eb description: '' health_score: 100.0 @@ -150648,8 +156985,8 @@ https://lab.texthtml.net/gitlab/merge-bot: v2_locations: - git.md year: N/A - addition_method: manual https://labs.bishopfox.com/tech-blog/bad-pods-kubernetes-pod-privilege-escalation: + addition_method: manual content_hash: 91eee7f16f3d8d6a74434bfa5628e2548dbb2d8c3224ae065bfeb7a9603c115a description: '' health_score: 100.0 @@ -150660,8 +156997,8 @@ https://labs.bishopfox.com/tech-blog/bad-pods-kubernetes-pod-privilege-escalatio v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://labs.demoredhat.com/demos: + addition_method: manual content_hash: a2087aa7d5d8215b3f94729b5231d28059bd5a2aa4a8fcdbfc9d9897b4326981 health_score: 100.0 last_checked: 1779130494.984584 @@ -150672,8 +157009,107 @@ https://labs.demoredhat.com/demos: - docs/demos.md v2_locations: - demos.md - addition_method: manual +https://labs.google/fx/projectgenie: + addition_method: automatic + ai_summary: An experimental generative AI platform powered by Google DeepMind's + Genie 3 foundation world model. It programmatically synthesizes interactive, playable + 3D environments at 720p resolution (20-24 FPS) using text descriptions, static + reference images, or Google Maps' Street View imagery. It represents a significant + step in spatial computing and physics simulation for AI agent training. + category: ai-agents-mcp + complexity: Advanced + content_hash: d8f267091ade2a0aa9c4d674a1e44f860cb93c9da6235a8418ae8f00f3f4ab82 + description: An experimental research prototype powered by Genie 3 that generates + interactive, controllable 3D environments from text prompts. + hierarchy: + - Artificial Intelligence + - World Models + - Spatial Computing + impact_score: 92 + is_microservice: false + language: English + last_checked: 1780399982.211795 + reputation_status: Vetted + reputation_summary: Highly reputable, cutting-edge world-generation model developed + directly by Google DeepMind. + resource_type: Interactive Prototype + social_preview_url: '' + source_provenance: X.com (GoogleDeepMind) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + title: Project Genie - Google Labs + year: '2026' +https://labs.google/lll/en: + addition_method: automatic + ai_summary: Google Labs' Little Language Lessons showcases educational applications + of Gemini and LearnLM models. By utilizing adaptive feedback mechanisms and cognitive + load theories, the suite offers contextual exercises through tools like Tiny Lesson, + Slang Hang, and camera-guided object translation. + category: ai-agents-mcp + complexity: Beginner + content_hash: 4b2a81c5de104a3c7e3c9440eaa22f602be5da3e26976767ffe8d69fb9e76dbb + description: A collection of bite-sized language learning experiments built using + Google's generative Gemini models and LearnLM. + hierarchy: + - Artificial Intelligence + - Generative AI Experiments + - Language Education Platforms + is_microservice: false + language: English + last_checked: 1780352581.792297 + reputation_status: Vetted + reputation_summary: Active AI experiment platform from Google Labs, highly visible + in educational tech communities. + resource_type: website + social_preview_url: '' + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + title: Little Language Lessons - Google Labs + year: '2025' +https://labs.google/science: + addition_method: automatic + ai_summary: Google Labs' scientific workbench acts as a collection of experimental, + agent-driven tools optimized to supercharge the scientific method across biology, + genomics, and chemistry. Integrated with specialized science skills, the platform + allows general-purpose agents to interface with over 30 leading life-science databases. + This collaboration scales researchers' ability to conduct complex workflows, such + as structural bioinformatics, in minutes rather than hours. + category: ai-agents-mcp + complexity: Advanced + content_hash: 478b6cdc582c6928e7af2b443491c0ce1cef5b9eefa5983fec90a8a629597d12 + description: A collection of experimental AI-driven science tools designed to complement + the scientific method and explore how general agents accelerate discovery. + hierarchy: + - Artificial Intelligence + - AI for Science + - Scientific LLM Agents + - Gemini Ecosystem + is_microservice: false + language: English + last_checked: 1780352302.456706 + reputation_status: Vetted + reputation_summary: A high-impact scientific AI research playground by Google, backed + by Nature publications and validated by top-tier academic institutions. + resource_type: project + social_preview_url: '' + source_provenance: X.com (GoogleAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - ENTERPRISE-STABLE + title: Experiments on the Future of AI-driven Science | Google Labs + year: '2026' https://labs.hol.vmware.com: + addition_method: manual content_hash: 6594b343bcdf23ddb250949276937527498e535c5653856771d458c7acb0547d description: '' health_score: 100.0 @@ -150684,8 +157120,8 @@ https://labs.hol.vmware.com: v1_locations: - docs/kubernetes-on-premise.md year: N/A - addition_method: manual https://labs.hol.vmware.com/HOL: + addition_method: manual ai_summary: A premium sandbox platform allowing cloud engineers and enterprise architects to test VMware Tanzu and vSphere configurations without local hardware limitations. Includes pre-configured networks, clusters, and detailed training modules. @@ -150707,8 +157143,8 @@ https://labs.hol.vmware.com/HOL: v2_locations: - kubernetes-on-premise.md year: '2026' - addition_method: manual https://labs.iximiuz.com/courses/containerd-cli/ctr/image-management: + addition_method: manual content_hash: 5190cb37c1f497ce69bac1c89ae6d954b9ae62e6e1fbb8b1349049e9c3e4811d description: '' health_score: 100.0 @@ -150725,8 +157161,8 @@ https://labs.iximiuz.com/courses/containerd-cli/ctr/image-management: - kubernetes.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups: + addition_method: manual ai_summary: A deep, interactive laboratory walk-through demonstrating how Linux Control Groups (cgroups) throttle and isolate system resources. Crucial baseline knowledge for understanding container limits in Kubernetes. @@ -150758,8 +157194,8 @@ https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups: - kubernetes.md - container-managers.md year: N/A - addition_method: manual https://labs.meanpug.com/kubernetes-kpt-in-the-wild: + addition_method: manual content_hash: 14a5d37372893ae356acf598ff7bff4873b532feff2cddf3afd51852a2fa30e8 description: '' health_score: 100.0 @@ -150774,8 +157210,8 @@ https://labs.meanpug.com/kubernetes-kpt-in-the-wild: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://labs.mwrinfosecurity.com/blog/attacking-kubernetes-through-kubelet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150789,8 +157225,8 @@ https://labs.mwrinfosecurity.com/blog/attacking-kubernetes-through-kubelet: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://labs.play-with-docker.com: + addition_method: manual content_hash: b4916f40de06e5d5ebe8424d048346be229fd44e5ca048bedfe9699736c59c2d description: '' health_score: 100.0 @@ -150806,8 +157242,8 @@ https://labs.play-with-docker.com: v2_locations: - docker.md year: N/A - addition_method: manual https://labs.play-with-k8s.com: + addition_method: manual content_hash: fed6829442848b957f10ae4aab70f4ae99624f4649e384306fc1d37d44bdf723 description: '' health_score: 100.0 @@ -150823,8 +157259,8 @@ https://labs.play-with-k8s.com: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://laduram.medium.com/the-future-of-observability-c33cd7ff644a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150838,8 +157274,8 @@ https://laduram.medium.com/the-future-of-observability-c33cd7ff644a: v2_locations: - monitoring.md year: N/A - addition_method: manual https://lakshaws.medium.com/ci-cd-pipeline-for-dockerized-applications-f1003e821812: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150853,8 +157289,8 @@ https://lakshaws.medium.com/ci-cd-pipeline-for-dockerized-applications-f1003e821 v2_locations: - demos.md year: N/A - addition_method: manual https://lalatron.hashnode.dev/when-kubernetes-and-go-dont-work-well-together: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150869,8 +157305,8 @@ https://lalatron.hashnode.dev/when-kubernetes-and-go-dont-work-well-together: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://lalitchaturveditech.medium.com/optimize-java-performance-on-kubernetes-5f055d406ecf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150884,8 +157320,8 @@ https://lalitchaturveditech.medium.com/optimize-java-performance-on-kubernetes-5 v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://lambda.grofers.com/evolving-cd-in-a-cloud-native-environment-bb64a38145ae: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150900,8 +157336,8 @@ https://lambda.grofers.com/evolving-cd-in-a-cloud-native-environment-bb64a38145a v2_locations: - tekton.md year: N/A - addition_method: manual https://lambda.grofers.com/learnings-from-two-years-of-kubernetes-in-production-b0ec21aa2814: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150915,8 +157351,8 @@ https://lambda.grofers.com/learnings-from-two-years-of-kubernetes-in-production- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://landing.google.com/sre: + addition_method: manual content_hash: 20b5ae83fe9ad222ae24acce7caae29b353ea0deb65ce0aabb392d898d64006a description: '' health_score: 100.0 @@ -150927,8 +157363,8 @@ https://landing.google.com/sre: v1_locations: - docs/sre.md year: N/A - addition_method: manual https://landing.gravitee.io/gravitee-edge-stack-unified-api-visibility-and-governance: + addition_method: manual content_hash: e9c194000307aad2fe82b86d96ac4ac30f3c8677d71517e2293051b1d297d5f5 health_score: 100.0 last_checked: 1779130494.965613 @@ -150939,8 +157375,8 @@ https://landing.gravitee.io/gravitee-edge-stack-unified-api-visibility-and-gover - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://landing.jobs/blog/how-does-remote-work-affect-your-salary: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -150954,8 +157390,46 @@ https://landing.jobs/blog/how-does-remote-work-affect-your-salary: v2_locations: - remote-tech-jobs.md year: N/A - addition_method: manual +https://landing.llamaindex.ai/-webinar-parsebench: + addition_method: automatic + ai_summary: 'Curator Insight: ParseBench introduces a critical paradigm shift in + document processing benchmarks, moving away from flat character recognition to + multi-dimensional agent readiness evaluation. + + + Live Grounding: Stratified into tables, charts, semantic formatting, content faithfulness, + and visual grounding, this resource details how modern RAG and VLM-based parsers + are benchmarked against 167,000+ test rules representing complex real-world enterprise + documents.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: c3c120435b50cbb988822eca6e04018967d870249499bf2c550bbd9eefa11d46 + description: Educational webinar and resource landing page introducing ParseBench, + an open-source evaluation benchmark with 167,000+ rules for verifying OCR and + semantic document formatting. + hierarchy: + - Artificial Intelligence + - RAG Pipeline + - Document Parsing Evaluation + is_microservice: false + language: English + last_checked: 1780352404.147729 + reputation_status: Vetted + reputation_summary: Very well-regarded benchmark initiative sponsored by LlamaIndex, + addressing key systemic failures in enterprise document parsing systems. + resource_type: Webinar + social_preview_url: https://landing.llamaindex.ai/hubfs/ParseBench-2%20(1).png + source_provenance: X.com (llama_index) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - GUIDE + title: 'Inside ParseBench: Evaluating Document Parsing for AI Agents' + year: '2026' https://landscape.cncf.io: + addition_method: manual content_hash: 867ee1c8588b23bacb879f098868d9ca8783ffe6cbdcad081f1bf814b6c40a7b description: '' health_score: 100.0 @@ -150965,8 +157439,8 @@ https://landscape.cncf.io: title: landscape.cncf.io v1_locations: [] year: N/A - addition_method: manual https://laravel-news.com/deploy-your-php-app-with-ansible-and-github-actions: + addition_method: manual content_hash: 1756e4a75edfb66dd185fa8f4cd8b6adb0857a2f25c01fe85783a1c730ec430a description: '' health_score: 100.0 @@ -150982,8 +157456,8 @@ https://laravel-news.com/deploy-your-php-app-with-ansible-and-github-actions: v2_locations: - git.md year: N/A - addition_method: manual https://laravel-news.com/generate-github-actions-config-for-laravel-projects-with-ghygen: + addition_method: manual ai_summary: Presents Ghygen, a web-based GUI configuration generator developed to scaffold Laravel pipeline scripts. Helps developers bypass manual YAML coding errors. @@ -151011,8 +157485,8 @@ https://laravel-news.com/generate-github-actions-config-for-laravel-projects-wit v2_locations: - git.md year: N/A - addition_method: manual https://launchdarkly.com/blog/get-a-detailed-explanation-of-release-testing-several: + addition_method: manual content_hash: 05daa51aea39d5989e79c97fa69b2eddd40c46f4b4bc173e1088704081db4fb8 description: '' health_score: 100.0 @@ -151028,8 +157502,8 @@ https://launchdarkly.com/blog/get-a-detailed-explanation-of-release-testing-seve v2_locations: - qa.md year: N/A - addition_method: manual https://layer5.io/service-mesh-landscape: + addition_method: manual content_hash: d3d7df5a6797f5524eb662a067cc405c7dcaf437b3fa4fbb67e855bf8134631a description: '' health_score: 100.0 @@ -151045,8 +157519,8 @@ https://layer5.io/service-mesh-landscape: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://leaddev.com/legacy-technical-debt-migrations/how-break-cycle-tech-debt: + addition_method: manual content_hash: f60e0ee399e37a8df7c44a845d5bd29f41c70dcec1261b0657d15fd4bdd081d5 description: '' health_score: 100.0 @@ -151057,8 +157531,8 @@ https://leaddev.com/legacy-technical-debt-migrations/how-break-cycle-tech-debt: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://leaddev.com/technical-direction/how-break-cycle-tech-debt: + addition_method: manual content_hash: ca38447fda35a65ce7b202941d82e6201f660831f50663528fdecef0215233c9 health_score: 100.0 last_checked: 1779130494.944421 @@ -151070,8 +157544,8 @@ https://leaddev.com/technical-direction/how-break-cycle-tech-debt: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://leanpub.com/kubernetes-101: + addition_method: manual content_hash: c59d60c94c2c470d716374cac6c9c6e07f18f53501092a9a92d858848a3a4fcc description: '' health_score: 100.0 @@ -151087,8 +157561,8 @@ https://leanpub.com/kubernetes-101: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://leanpub.com/the-devops-2-6-toolkit: + addition_method: manual content_hash: 8f67471dccda68aa87d60d4e76cda9a303db6c45ee6564583be20e25f9b392a3 description: '' health_score: 100.0 @@ -151104,8 +157578,8 @@ https://leanpub.com/the-devops-2-6-toolkit: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://learn.cantrill.io: + addition_method: manual ai_summary: Adrian Cantrill's highly respected training academy designed for thorough cloud architecture mastering. Shifts focus away from simple exam memorization towards core physical network and storage topologies. @@ -151133,8 +157607,8 @@ https://learn.cantrill.io: v2_locations: - aws-training.md year: N/A - addition_method: manual https://learn.chef.io: + addition_method: manual content_hash: c0feac698d6f59dfcd36aaa18720592714bfb2b00e4a732cccf4ee3cc5f6013a description: '' health_score: 100.0 @@ -151145,8 +157619,8 @@ https://learn.chef.io: v1_locations: - docs/chef.md year: N/A - addition_method: manual https://learn.crunchydata.com: + addition_method: manual content_hash: 613066b29dbc8795858eb2f21951c57df758e9377e5b9a93bb7ef583a46655c8 description: '' health_score: 100.0 @@ -151159,8 +157633,8 @@ https://learn.crunchydata.com: - docs/elearning.md - docs/ocp4.md year: N/A - addition_method: manual https://learn.gitkraken.com/courses/git-foundations: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -151175,8 +157649,8 @@ https://learn.gitkraken.com/courses/git-foundations: v2_locations: - git.md year: N/A - addition_method: manual https://learn.hashicorp.com/collections/terraform/policy: + addition_method: manual content_hash: 0995a301714d3bb51fc3a6f6aaa66d8ea3708675efed907fcdb5675cca5c2bc1 description: '' health_score: 100.0 @@ -151187,8 +157661,8 @@ https://learn.hashicorp.com/collections/terraform/policy: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/collections/terraform/providers: + addition_method: manual content_hash: 21ba4053791d2fa3df39fd26c1dc8d6fd261a6bbc565d64856003f9f94589940 description: '' health_score: 100.0 @@ -151201,8 +157675,8 @@ https://learn.hashicorp.com/collections/terraform/providers: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/consul/kubernetes-consul-design-patterns: + addition_method: manual content_hash: a8c01a233c6c342749aeb5543a581ef78bd59c1c31b83cb58efff23656077ab6 description: '' health_score: 100.0 @@ -151213,8 +157687,8 @@ https://learn.hashicorp.com/tutorials/consul/kubernetes-consul-design-patterns: v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/consul/kubernetes-minikube?in=consul/kubernetes: + addition_method: manual content_hash: 8ff624948a761d9bf9f221fa5f02a8b11724b5b0589f5a505905120e5e1f5dfb description: '' health_score: 100.0 @@ -151224,8 +157698,8 @@ https://learn.hashicorp.com/tutorials/consul/kubernetes-minikube?in=consul/kuber v1_locations: - docs/demos.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/packer/aws-get-started-build-image: + addition_method: manual content_hash: 3926b1e1b76712691ffef60e11479895a602c59537ccc443163aa3013c1f191d description: '' health_score: 100.0 @@ -151236,8 +157710,8 @@ https://learn.hashicorp.com/tutorials/packer/aws-get-started-build-image: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/terraform/aws-default-tags: + addition_method: manual content_hash: 8ad874a3ec7b2705ba459f37930fca241f6f12105af73afee0071f1711710269 description: '' health_score: 100.0 @@ -151248,8 +157722,8 @@ https://learn.hashicorp.com/tutorials/terraform/aws-default-tags: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/terraform/cloud-agents: + addition_method: manual content_hash: 7149d48df789910c3a59a925bad36f490888add90535e2f476ba0f144565c60d description: '' health_score: 100.0 @@ -151260,8 +157734,8 @@ https://learn.hashicorp.com/tutorials/terraform/cloud-agents: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/terraform/github-actions: + addition_method: manual content_hash: df226dd3f4751fd9c9044b81374139bed02a0aa7ece1196fa2c983f67ef84e48 description: '' health_score: 100.0 @@ -151272,8 +157746,8 @@ https://learn.hashicorp.com/tutorials/terraform/github-actions: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/terraform/infrastructure-as-code: + addition_method: manual content_hash: 4d12ef0781cff15f08772d31f2c862acab031fc004e03e3ef8d9c483964f721b description: '' health_score: 100.0 @@ -151284,8 +157758,8 @@ https://learn.hashicorp.com/tutorials/terraform/infrastructure-as-code: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/terraform/lambda-api-gateway: + addition_method: manual content_hash: 20915fa98916eb62578220408b36870e4c2a0fc52fde52cc0fb47114f0f3e611 description: '' health_score: 100.0 @@ -151297,8 +157771,8 @@ https://learn.hashicorp.com/tutorials/terraform/lambda-api-gateway: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/terraform/multicloud-kubernetes: + addition_method: manual content_hash: 0814a9f12cb6adfeeba336fbaedbf33ec2099429cfc90aea1e26f348271960f5 description: '' health_score: 100.0 @@ -151309,8 +157783,8 @@ https://learn.hashicorp.com/tutorials/terraform/multicloud-kubernetes: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/vault/codify-mgmt-enterprise: + addition_method: manual content_hash: 295d7d80cb661366a9b1397f1e9f50fa14fe58a8a455bd0eefff53da76892af6 description: '' health_score: 100.0 @@ -151321,8 +157795,8 @@ https://learn.hashicorp.com/tutorials/vault/codify-mgmt-enterprise: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/vault/kubernetes-external-vault: + addition_method: manual content_hash: 4c219a378c1a10b2bb90ffd546ef63c06db335ad3586a1b7ec7c2ee23d4dd8d1 description: '' health_score: 100.0 @@ -151334,8 +157808,8 @@ https://learn.hashicorp.com/tutorials/vault/kubernetes-external-vault: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://learn.hashicorp.com/tutorials/waypoint/gitops-helm-deployment: + addition_method: manual content_hash: 3b1f6c77070abbc029997d7b1277427519a7cb3bc16b58aeb225db5e726efe28 description: '' health_score: 100.0 @@ -151347,8 +157821,8 @@ https://learn.hashicorp.com/tutorials/waypoint/gitops-helm-deployment: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://learn.iterative.ai: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -151362,8 +157836,8 @@ https://learn.iterative.ai: v2_locations: - mlops.md year: N/A - addition_method: manual https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/azure-best-practices/resource-naming: + addition_method: manual content_hash: b49c8b216c0498013e0ce20ef25fee8be5fa25551641778fc48100afd3f79b4e health_score: 100.0 last_checked: 1779130495.031 @@ -151374,8 +157848,8 @@ https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/azure-bes - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/landing-zone/implementation-options: + addition_method: manual content_hash: a429a82b595d04c49d1ee802be0df10e583398988ae0c3b78c4e7aa2a5e8bef1 description: '' health_score: 100.0 @@ -151393,8 +157867,8 @@ https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/landing-z - azure.md - iac.md year: N/A - addition_method: manual https://learn.microsoft.com/en-gb/azure/devops/pipelines/?view=azure-devops: + addition_method: manual content_hash: 4901ce7350330ba7a0198188075f943db0ca766595ebe04a64571dc8828ec8fd health_score: 100.0 last_checked: 1779130494.963779 @@ -151405,8 +157879,8 @@ https://learn.microsoft.com/en-gb/azure/devops/pipelines/?view=azure-devops: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-gb/azure/devops/pipelines/build/ci-build-git?view=azure-devops: + addition_method: manual content_hash: 414698483245be2f3ac10527a7fc78fe5b5713533a3dce9d85726a08787854d9 health_score: 100.0 last_checked: 1779130495.009085 @@ -151417,8 +157891,8 @@ https://learn.microsoft.com/en-gb/azure/devops/pipelines/build/ci-build-git?view - docs/demos.md v2_locations: - demos.md - addition_method: manual https://learn.microsoft.com/en-gb/training/browse: + addition_method: manual content_hash: 1ab0938e40d1a191c6ca8823aad4d572c67ec6e68e141c94c31e5e94331c5fd6 health_score: 100.0 last_checked: 1779130494.979911 @@ -151429,8 +157903,8 @@ https://learn.microsoft.com/en-gb/training/browse: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us: + addition_method: manual content_hash: 5764a67c26db66ca6fb0a59f9f70c8d4c56be5fa64933ce78e4112f319ee5cc2 health_score: 100.0 last_checked: 1779130494.931679 @@ -151441,23 +157915,23 @@ https://learn.microsoft.com/en-us: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/appcenter: + addition_method: manual last_checked: 1779388611.390502 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/appcenter/build/choose-between-services: + addition_method: manual content_hash: abd3b9064b72f8f040c4c80b9bf495d472963227e758e8f9912679a9779db866 health_score: 64.0 last_checked: 1779130494.92168 v1_locations: - docs/azure.md - addition_method: manual https://learn.microsoft.com/en-us/azure: + addition_method: manual content_hash: d3876ca15590402db369bf9f5d85923e3a82dfcb4a59951fb2836c4eccbfba08 health_score: 100.0 last_checked: 1779130495.025494 @@ -151468,8 +157942,8 @@ https://learn.microsoft.com/en-us/azure: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/azure/active-directory/reports-monitoring/overview-recommendations: + addition_method: manual content_hash: 6d4e184ba160017be6a66cea997f05f57b1b88d8c6103f770fa74f5c83b9a2ea description: '' health_score: 100.0 @@ -151481,8 +157955,8 @@ https://learn.microsoft.com/en-us/azure/active-directory/reports-monitoring/over v1_locations: - docs/azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/active-directory/roles/custom-available-permissions: + addition_method: manual content_hash: b4317099f343f65bab45c2b810068b9a02038ae69d13a768da31447372bddbf5 description: '' health_score: 100.0 @@ -151494,8 +157968,8 @@ https://learn.microsoft.com/en-us/azure/active-directory/roles/custom-available- v1_locations: - docs/azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/advisor/advisor-assessments: + addition_method: manual content_hash: ba05fb06ecbb98db1b9cb7b04ec0c13b4177e3430151b73d08a00680b23d7f42 description: '' health_score: 100.0 @@ -151511,8 +157985,8 @@ https://learn.microsoft.com/en-us/azure/advisor/advisor-assessments: v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/cluster-autoscaler: + addition_method: manual content_hash: 1e040613f818ee784256a6cec1c6162fbed8180d2e95e1a5c8fa45cad1c6c41f health_score: 100.0 last_checked: 1779130494.929882 @@ -151523,8 +157997,8 @@ https://learn.microsoft.com/en-us/azure/aks/cluster-autoscaler: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni: + addition_method: manual ai_summary: Microsoft operational guide detailing Azure CNI configurations to assign direct VNET IPs to Kubernetes pods. Live grounding highlights dynamic IP allocation patterns designed to reduce subnet pressure. Highly recommended for complex, high-throughput @@ -151547,8 +158021,8 @@ https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2025' - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack: + addition_method: manual ai_summary: Official guidelines detailing dual-stack (IPv4/IPv6) kubenet cluster creation on AKS. Outlines address planning, routing considerations, and target egress traffic controls. Essential pattern for bypassing IPv4 address exhaustion @@ -151571,8 +158045,8 @@ https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/configure-kubenet: + addition_method: manual ai_summary: Practical documentation for configuring kubenet networking inside AKS to optimize and preserve corporate IP structures. Outlines NAT translation mechanisms and route-table modifications managed by Azure. Crucial for infrastructure environments @@ -151595,8 +158069,8 @@ https://learn.microsoft.com/en-us/azure/aks/configure-kubenet: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/entra-id-control-plane-authentication: + addition_method: manual ai_summary: Documentation covering native Microsoft Entra ID integration within AKS control planes. Enables infrastructure architects to map cluster RBAC profiles directly to corporate identity databases. Simplifies credential workflows and @@ -151618,8 +158092,8 @@ https://learn.microsoft.com/en-us/azure/aks/entra-id-control-plane-authenticatio v2_locations: - managed-kubernetes-in-public-cloud.md year: '2025' - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/monitor-aks: + addition_method: manual ai_summary: Outlines features designed to expose and monitor AKS control plane internal metrics using managed Prometheus and Grafana instances. Details monitoring etcd latency, scheduler run queues, and API server throughput. @@ -151642,8 +158116,8 @@ https://learn.microsoft.com/en-us/azure/aks/monitor-aks: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/monitor-control-plane-metrics: + addition_method: manual content_hash: 8d9a2ec23e33d0e511ab4b0539f3b73a5d066b7a7631e09377ad06986c298035 description: '' health_score: 100.0 @@ -151655,8 +158129,8 @@ https://learn.microsoft.com/en-us/azure/aks/monitor-control-plane-metrics: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation: + addition_method: manual ai_summary: Official best practices outlining physical and logical isolation boundaries inside AKS clusters. Details namespaces limits, network policy rules, and multi-tenant isolation topologies. Vital for running shared enterprise-grade platforms safely. @@ -151678,8 +158152,8 @@ https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isol v2_locations: - managed-kubernetes-in-public-cloud.md year: '2025' - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/rdp: + addition_method: manual ai_summary: Official Microsoft guide to establishing secure RDP connections to Windows Server nodes on AKS for troubleshooting and maintenance. Explains the step-by-step setup of helper pods, bastions, and security groups to allow safe low-level OS @@ -151708,8 +158182,8 @@ https://learn.microsoft.com/en-us/azure/aks/rdp: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/aks/start-stop-nodepools: + addition_method: manual ai_summary: Official Microsoft guide on using native commands to safely pause and start individual node pools on AKS. This operational strategy helps organizations significantly reduce compute costs on non-production clusters without losing configuration @@ -151732,8 +158206,8 @@ https://learn.microsoft.com/en-us/azure/aks/start-stop-nodepools: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2025' - addition_method: manual https://learn.microsoft.com/en-us/azure/api-management/api-management-howto-mutual-certificates-for-clients: + addition_method: manual ai_summary: Provides guidelines to establish mutual TLS (mTLS) pipelines from external clients, through Azure API Management (APIM), down to AKS backend systems. Vital for compliance and high-security enterprise network architectures. @@ -151755,8 +158229,8 @@ https://learn.microsoft.com/en-us/azure/api-management/api-management-howto-mutu v2_locations: - managed-kubernetes-in-public-cloud.md year: '2023' - addition_method: manual https://learn.microsoft.com/en-us/azure/app-service/configure-custom-container: + addition_method: manual content_hash: db4272eaff8b98e8d9b7f75c41d3c18b01ce9146cea2a044b8e3972b34e799de description: '' health_score: 100.0 @@ -151772,8 +158246,8 @@ https://learn.microsoft.com/en-us/azure/app-service/configure-custom-container: v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/app-service/configure-language-java: + addition_method: manual content_hash: 22e9a854afad3b5c8db9069b3416962ab4c3738ca9f2b7095b4ac8180812f2fb description: '' health_score: 100.0 @@ -151784,8 +158258,8 @@ https://learn.microsoft.com/en-us/azure/app-service/configure-language-java: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/app-service/configure-language-java-deploy-run: + addition_method: manual content_hash: 4339ae792c9a5f65d537ca22fe5c8b63374ac978d9b0198d6b55c710716ba6db health_score: 100.0 last_checked: 1779130494.922611 @@ -151796,8 +158270,8 @@ https://learn.microsoft.com/en-us/azure/app-service/configure-language-java-depl - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/azure/app-service/reference-app-settings: + addition_method: manual content_hash: 7b521d86c5853e8e2df1d8839be2ff28a658c1264886d2102336497c4b1494f6 description: '' health_score: 100.0 @@ -151814,8 +158288,8 @@ https://learn.microsoft.com/en-us/azure/app-service/reference-app-settings: v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/app-testing: + addition_method: manual ai_summary: Official portal documenting Microsoft Azure Load Testing, a fully managed performance validation platform that natively ingests JMeter tests to target complex cloud environments. @@ -151836,8 +158310,8 @@ https://learn.microsoft.com/en-us/azure/app-testing: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/mlops-maturity-model: + addition_method: manual content_hash: a6001eb1545abca15e0142164731371970cd4c484f71dd9451f2f15e46597335 description: '' health_score: 100.0 @@ -151853,8 +158327,8 @@ https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/mlops-maturity- v2_locations: - mlops.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic: + addition_method: manual ai_summary: Official architectural pattern for deploying AGIC (Application Gateway Ingress Controller) in multi-tenant AKS cluster environments. Highlights namespace-level ingress isolation, path-based load routing, and central SSL offloading models. @@ -151882,8 +158356,8 @@ https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/a v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-sandbox: + addition_method: manual content_hash: e0e04ef2cfa3e6cec2303e298ee23cd63fb1f3de8e78ccfb235045604969577e description: '' health_score: 100.0 @@ -151899,8 +158373,8 @@ https://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-s v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/mission-critical-app-service: + addition_method: manual content_hash: c8e66430bd670b87e62b7d2efadb6a451f2ab07fdb9ca0885983ed0e15e0f445 description: '' health_score: 100.0 @@ -151913,8 +158387,8 @@ https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web - docs/cloud-arch-diagrams.md - docs/introduction.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/guide/security/conditional-access-architecture: + addition_method: manual content_hash: c28cd3d3a1c055ab47419e3d4490b4366f5707a9c36eca1bb2b8c31ca75e094e description: '' health_score: 100.0 @@ -151925,8 +158399,8 @@ https://learn.microsoft.com/en-us/azure/architecture/guide/security/conditional- v1_locations: - docs/azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/compute-decision-tree: + addition_method: manual content_hash: a35ebd49a672e033fba3a396198e158d06140df2ac8c280e7c0ffbb7ab28f588 description: '' health_score: 100.0 @@ -151942,8 +158416,8 @@ https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/co v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview: + addition_method: manual content_hash: 89bf68a3158a7e2c4b9bfd00705251a96ee7d9cbf8c3fde97fd7827dab3d5bec health_score: 100.0 last_checked: 1779130494.977822 @@ -151954,8 +158428,8 @@ https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/lo - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/icons: + addition_method: manual content_hash: 41cd1a434462a9c2c4b9f0359819d14f3d7f43d3b8f033e9f6dcdfd302922b1b health_score: 100.0 last_checked: 1779130494.96548 @@ -151966,8 +158440,8 @@ https://learn.microsoft.com/en-us/azure/architecture/icons: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/landing-zones/subscription-vending: + addition_method: manual ai_summary: 'Explains the architectural pattern of automated subscription vending on Azure. @@ -152003,8 +158477,8 @@ https://learn.microsoft.com/en-us/azure/architecture/landing-zones/subscription- - iac.md - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke: + addition_method: manual content_hash: e0576e5912d1e115a5e024a11c15820c16ab8a681da3d4026b9c3b82564ee3d9 description: '' health_score: 100.0 @@ -152024,8 +158498,8 @@ https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub - azure.md - networking.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/patterns: + addition_method: manual content_hash: af5c5c8363e7869c762e97d2f0aa483f6aa2316650f1a42a28114ffd327669b4 health_score: 100.0 last_checked: 1779130494.978337 @@ -152036,9 +158510,9 @@ https://learn.microsoft.com/en-us/azure/architecture/patterns: - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices -: ai_summary: Official microservices architectural blueprint detailing application +: addition_method: manual + ai_summary: Official microservices architectural blueprint detailing application deployments in AKS clusters. Focuses on networking bounds, CI/CD pipeline structures, and enterprise data security. Crucial pattern reference for cloud migration pipelines. complexity: Advanced @@ -152058,9 +158532,9 @@ https://learn.microsoft.com/en-us/azure/architecture/patterns: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-intro -: content_hash: a6f65ca6580a942b18e46847ac4326fa7275c637ac543f1853f75e8915d6a6ab +: addition_method: manual + content_hash: a6f65ca6580a942b18e46847ac4326fa7275c637ac543f1853f75e8915d6a6ab description: '' health_score: 100.0 last_checked: 1779034084.453906 @@ -152075,8 +158549,8 @@ https://learn.microsoft.com/en-us/azure/architecture/patterns: v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks: + addition_method: manual ai_summary: The baseline production-grade architecture blueprint designed for AKS clusters following the Well-Architected Framework. Live grounding verifies its emphasis on secure private networks, ingress traffic patterns, and identity integration. @@ -152099,8 +158573,8 @@ https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/con v2_locations: - managed-kubernetes-in-public-cloud.md year: '2025' - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/dev-test-microservice: + addition_method: manual content_hash: aa552fe9b3c05c822b96eab7ec924002e97e9f8cdc7b7576eb7a334db6296db8 description: '' health_score: 100.0 @@ -152111,8 +158585,8 @@ https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/dev v1_locations: - docs/azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/mutual-tls-deploy-aks-api-management: + addition_method: manual content_hash: 0ee8cedf9b6dd73f82709ad8cb6e57a401b2c6728caae3ada61ebbd8c4d2b4c2 description: '' health_score: 100.0 @@ -152123,8 +158597,8 @@ https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/mut v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/overview: + addition_method: manual content_hash: a6296a93fc76bd6b74f581065c058b0dc0e4706fb3548257ea8282fcd86c7bd3 health_score: 100.0 last_checked: 1779130495.02699 @@ -152139,8 +158613,8 @@ https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise- - cloud-arch-diagrams.md - azure.md - introduction.md - addition_method: manual https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2: + addition_method: manual content_hash: 573a1aaf97649c792453bf0da8f47445e65370852f81bd33feaf2cc20216da30 health_score: 100.0 last_checked: 1779130494.933704 @@ -152151,8 +158625,8 @@ https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-f - docs/flux.md v2_locations: - flux.md - addition_method: manual https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2-ci-cd: + addition_method: manual content_hash: 427d10ef9d0ee11880118ef321862a4e8826494afd5f3662253c8bc181b42884 health_score: 100.0 last_checked: 1779130495.01631 @@ -152163,15 +158637,15 @@ https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-f - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://learn.microsoft.com/en-us/azure/azure-functions/durable/durable-functions-configure-durable-functions-with-credentials -: content_hash: 89438d0ddae87b37703a395dee9e40c2fd8ef36f19d8f37a3e343edffe2b1b6f +: addition_method: manual + content_hash: 89438d0ddae87b37703a395dee9e40c2fd8ef36f19d8f37a3e343edffe2b1b6f health_score: 100.0 last_checked: 1779032180.127583 v1_locations: - docs/azure.md - addition_method: manual https://learn.microsoft.com/en-us/azure/azure-resource-manager/management/azure-subscription-service-limits: + addition_method: manual content_hash: 085f4836a19ef54e0216ef4c4911c4d1fb39a9e68dda5f287ca52f2a8498c461 description: '' health_score: 100.0 @@ -152188,8 +158662,8 @@ https://learn.microsoft.com/en-us/azure/azure-resource-manager/management/azure- v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/azure-resource-manager/templates/template-specs: + addition_method: manual content_hash: 8476366869674ac15a5e78d1c948f2f6cc2ad743c4f1ff5df8df95f49febd77a health_score: 100.0 last_checked: 1779130494.982678 @@ -152200,15 +158674,15 @@ https://learn.microsoft.com/en-us/azure/azure-resource-manager/templates/templat - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-overview: + addition_method: manual content_hash: 1dd4fbc164ec5449dacce11c89d3c48efcf886623e2f28dc13e57212d1c60865 health_score: 100.0 last_checked: 1779130495.015166 v1_locations: - docs/chaos-engineering.md - addition_method: manual https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/monitor: + addition_method: manual content_hash: 03901dfd8d5b36a15a0fab14034c6d644ce58311667a2143efc0683d4dba18bb description: '' health_score: 100.0 @@ -152228,8 +158702,8 @@ https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/monitor: - azure.md - test-automation-frameworks.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/overview: + addition_method: manual content_hash: b0eb640d7ee97dcdc033f747107910f794ccea76702e9f76a259c91bb61ea3ac description: '' health_score: 100.0 @@ -152246,8 +158720,8 @@ https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/overview: v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition: + addition_method: manual ai_summary: Official Microsoft guidance outlining the migration roadmap of legacy brownfield Azure environments to the Azure Landing Zone (ALZ) conceptual architecture. It focuses on governance, subscription organization, network topology convergence, @@ -152280,8 +158754,8 @@ https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterpris - iac.md - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/landing-zone-accelerator: + addition_method: manual ai_summary: The Cloud Adoption Framework (CAF) reference deployment guide for the AKS Landing Zone Accelerator. Focuses on hub-and-spoke virtual networks, policy governance, identity boundaries, and standard security Baselines required for @@ -152309,8 +158783,8 @@ https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-p v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/container-apps: + addition_method: manual content_hash: 12a80a4f5c52255f07b06cc84027cfb9dc12e4aed02f61ab2e0dffc2866598e2 health_score: 100.0 last_checked: 1779130495.022087 @@ -152321,8 +158795,8 @@ https://learn.microsoft.com/en-us/azure/container-apps: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://learn.microsoft.com/en-us/azure/cost-management-billing/costs/view-kubernetes-costs: + addition_method: manual content_hash: b0954ede495323af3a98895817da7759ba3c8882147f19ab958bf110b5188f6d description: '' health_score: 100.0 @@ -152338,8 +158812,8 @@ https://learn.microsoft.com/en-us/azure/cost-management-billing/costs/view-kuber v2_locations: - finops.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/defender-for-cloud/defender-for-container-registries-introduction: + addition_method: manual ai_summary: Official Azure architectural documentation detailing Microsoft Defender's container registry protection mechanics. Outlines the automatic scanning schedule, image ingestion validation, and how remediation alerts are managed at the subscription @@ -152361,8 +158835,8 @@ https://learn.microsoft.com/en-us/azure/defender-for-cloud/defender-for-containe v2_locations: - devsecops.md year: '2022' - addition_method: manual https://learn.microsoft.com/en-us/azure/defender-for-cloud/iac-vulnerabilities: + addition_method: manual content_hash: 25f58c13ab1799d0146b57f6ae83630ff83ac5433be3584caa8ed3f9dd6b6008 description: '' health_score: 100.0 @@ -152379,8 +158853,8 @@ https://learn.microsoft.com/en-us/azure/defender-for-cloud/iac-vulnerabilities: v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/developer/java/ee/jboss-eap-on-aro: + addition_method: manual content_hash: d252b18cfdf68a7c8e08bab348f972d3cc289f773eaef37eeef7103794a6929c health_score: 100.0 last_checked: 1779130494.930668 @@ -152391,8 +158865,8 @@ https://learn.microsoft.com/en-us/azure/developer/java/ee/jboss-eap-on-aro: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://learn.microsoft.com/en-us/azure/developer/java/migration/migration-overview: + addition_method: manual content_hash: 6c210f3b81aae0438ff700b7bbf4ce3f0ef49160c6ea28dcaa08dc9b20301941 description: '' health_score: 100.0 @@ -152408,8 +158882,8 @@ https://learn.microsoft.com/en-us/azure/developer/java/migration/migration-overv v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-advanced-scenarios: + addition_method: manual content_hash: 83e78b245b47180219d83ef2e195002b49d4082f74a27fadca6231dba7f59869 description: '' health_score: 100.0 @@ -152425,8 +158899,8 @@ https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-ter v2_locations: - terraform.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-terraform-overview: + addition_method: manual content_hash: d1e39d869c3793ed1cae852be895b063269aae028c71e484312b79b3e9114eb1 description: '' health_score: 100.0 @@ -152442,8 +158916,8 @@ https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-ter v2_locations: - terraform.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?view=azure-devops: + addition_method: manual content_hash: 7e12a75484b55075464be30d4ecb30fc73fda307a37807200baf18d9f0050bcc health_score: 100.0 last_checked: 1779130494.945435 @@ -152454,8 +158928,8 @@ https://learn.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?vi - docs/demos.md v2_locations: - demos.md - addition_method: manual https://learn.microsoft.com/en-us/azure/devops/managed-devops-pools: + addition_method: manual content_hash: f8f3e544c51bd29d7b6ea042083de12908d98b4e05376924221d94807ce665b3 description: '' health_score: 100.0 @@ -152466,8 +158940,8 @@ https://learn.microsoft.com/en-us/azure/devops/managed-devops-pools: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/devops/managed-devops-pools/?view=azure-devops: + addition_method: manual content_hash: 8e178e39015844bbc6619d1965a767040af0eeb69da245c449fdc264c7d58225 health_score: 100.0 last_checked: 1779130495.020753 @@ -152478,8 +158952,8 @@ https://learn.microsoft.com/en-us/azure/devops/managed-devops-pools/?view=azure- - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/azure/devops/pipelines/process/templates: + addition_method: manual content_hash: 2056713b6e113900ced2768e20013e02707e196247bf846e4f02f110103453af description: '' health_score: 100.0 @@ -152491,8 +158965,8 @@ https://learn.microsoft.com/en-us/azure/devops/pipelines/process/templates: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/devops/pipelines/process/templates?view=azure-devops: + addition_method: manual content_hash: 752191b7dfb0d09858a740d1ae6ee0248fbd9aa4864857b21c67fcdfc2a1cead health_score: 100.0 last_checked: 1779130494.932753 @@ -152503,8 +158977,8 @@ https://learn.microsoft.com/en-us/azure/devops/pipelines/process/templates?view= - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/pipeline?view=azure-pipelines: + addition_method: manual content_hash: 57699229d015e3333182e37ec039e29a709dc234a4313e20259d3bc3bebd056c health_score: 100.0 last_checked: 1779130494.984751 @@ -152515,8 +158989,8 @@ https://learn.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/pipeline?vi - 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azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/azure/key-vault/general/overview: + addition_method: manual ai_summary: Official general overview of Microsoft Azure Key Vault. 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Features prescriptive blueprints for setting up conditional access, continuous access evaluation, Multi-Factor Authentication (MFA), and role-based identity @@ -152984,8 +159458,8 @@ https://learn.microsoft.com/en-us/entra/fundamentals/configure-security: - securityascode.md - devsecops.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/entra/identity-platform/howto-create-service-principal-portal: + addition_method: manual content_hash: 3af01643d713df38032f9ccc884f85496852c0c80d16c045a62cbe09702a56fa health_score: 100.0 last_checked: 1779130494.956462 @@ -152996,8 +159470,8 @@ https://learn.microsoft.com/en-us/entra/identity-platform/howto-create-service-p - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/entra/identity/conditional-access/concept-conditional-access-policy-common: + addition_method: manual content_hash: f6e6ccbfd1b1565c0ea07f50f1a8211095cb190826545152075308184d391e85 description: '' health_score: 100.0 @@ -153013,8 +159487,8 @@ https://learn.microsoft.com/en-us/entra/identity/conditional-access/concept-cond v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/entra/identity/conditional-access/plan-conditional-access: + addition_method: manual content_hash: e17983e2b6efead74cfc7aa98c9014e7a694904da597fbaed4464a434958b9b7 health_score: 100.0 last_checked: 1779130494.99353 @@ -153025,8 +159499,8 @@ https://learn.microsoft.com/en-us/entra/identity/conditional-access/plan-conditi - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/entra/identity/monitoring-health/overview-recommendations: + addition_method: manual content_hash: 9572f6ef33d6ac3ea2f5abb5ddbbcf0a7435e31d1ef82bf0422af56cfe4a233f health_score: 100.0 last_checked: 1779130494.967613 @@ -153037,8 +159511,8 @@ https://learn.microsoft.com/en-us/entra/identity/monitoring-health/overview-reco - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/entra/identity/role-based-access-control/custom-available-permissions: + addition_method: manual content_hash: 5e76aec32cbb2f4fe5314f923e86d308664297a9329af1b2afbd4ee02a7169f0 health_score: 100.0 last_checked: 1779130494.998632 @@ -153049,8 +159523,8 @@ https://learn.microsoft.com/en-us/entra/identity/role-based-access-control/custo - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/java/openjdk/overview: + addition_method: manual content_hash: 76cbda903d3ff53cc80409043221c494f99f792f30f164a5902bc3167d9b6ea5 health_score: 100.0 last_checked: 1779130494.970308 @@ -153061,9 +159535,9 @@ https://learn.microsoft.com/en-us/java/openjdk/overview: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual ? https://learn.microsoft.com/en-us/microsoft-365/enterprise/subscriptions-licenses-accounts-and-tenants-for-microsoft-cloud-offerings?view=o365-worldwide -: content_hash: 6627b102b64f38fae1c27f326c0fac5e20a8184e9308ed32eeb3c2303432c1ed +: addition_method: manual + content_hash: 6627b102b64f38fae1c27f326c0fac5e20a8184e9308ed32eeb3c2303432c1ed description: '' health_score: 100.0 last_checked: 1779030401.06051 @@ -153079,8 +159553,8 @@ https://learn.microsoft.com/en-us/java/openjdk/overview: v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/powershell: + addition_method: manual content_hash: 1d7c4d9d0ed466c4b611a204b9a726d69d4a444d9b90a0a62e9b29fab8989cd4 health_score: 100.0 last_checked: 1779130495.02361 @@ -153091,8 +159565,8 @@ https://learn.microsoft.com/en-us/powershell: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc-1.1: + addition_method: manual content_hash: 29e018282c7870c8ffa5a175bedd70ed574b6366c4b15f2eb488267fe9e5918b health_score: 100.0 last_checked: 1779130494.943478 @@ -153103,22 +159577,22 @@ https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc-1.1&viewFallbackFrom=dsc-1.1%2Fconfigurations%2Fconfigdata -: status: online +: addition_method: manual + status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - azure.md - addition_method: manual https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc-1.1/configurations/configData: + addition_method: manual content_hash: 29e018282c7870c8ffa5a175bedd70ed574b6366c4b15f2eb488267fe9e5918b health_score: 100.0 last_checked: 1779130494.93861 v1_locations: - docs/azure.md - addition_method: manual https://learn.microsoft.com/en-us/previous-versions/azure/aks/ingress-tls: + addition_method: manual ai_summary: Archived Microsoft documentation for configuring Nginx Ingress Controllers with cert-manager on AKS. Serves as a reliable baseline reference for legacy self-managed TLS ingress setups. Modern teams should look toward AGIC or Application Gateway @@ -153141,8 +159615,8 @@ https://learn.microsoft.com/en-us/previous-versions/azure/aks/ingress-tls: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2023' - addition_method: manual https://learn.microsoft.com/en-us/previous-versions/visualstudio/bridge: + addition_method: manual ai_summary: A legacy Microsoft Visual Studio development extension that connected localized workstations directly to AKS clusters. Now deprecated and replaced by newer open alternative patterns. @@ -153163,8 +159637,8 @@ https://learn.microsoft.com/en-us/previous-versions/visualstudio/bridge: v2_locations: - kubernetes-based-devel.md year: '2023' - addition_method: manual https://learn.microsoft.com/en-us/samples/azure-samples/avm-terraform-labs/avm-terraform-labs: + addition_method: manual content_hash: f9470ad39f923e74cec99a49688e0732eb8bcd0fd24541de8cdaf5b59c59199f description: '' health_score: 100.0 @@ -153182,8 +159656,8 @@ https://learn.microsoft.com/en-us/samples/azure-samples/avm-terraform-labs/avm-t - azure.md - terraform.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/samples/browse/?expanded=azure&products=azure-resource-manager: + addition_method: manual content_hash: 4e23e92f404a422f1c8be6e98b80b57d1abf083d04c9fdd7000f2482e7badd79 health_score: 100.0 last_checked: 1779130494.98876 @@ -153194,9 +159668,9 @@ https://learn.microsoft.com/en-us/samples/browse/?expanded=azure&products=azure- - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://learn.microsoft.com/en-us/shows/azure-friday/troubleshoot-aks-cluster-issues-with-aks-diagnostics-and-aks-periscope -: content_hash: cb3172af7bfd0a6aa66a32b60dee695047c66fd1a67669fa2faddf334b7d87d6 +: addition_method: manual + content_hash: cb3172af7bfd0a6aa66a32b60dee695047c66fd1a67669fa2faddf334b7d87d6 health_score: 100.0 last_checked: 1779130494.957184 status: online @@ -153206,8 +159680,8 @@ https://learn.microsoft.com/en-us/samples/browse/?expanded=azure&products=azure- - docs/demos.md v2_locations: - demos.md - addition_method: manual https://learn.microsoft.com/en-us/shows/vs-code-livestreams/machine-learning-experimentation-in-vs-code-with-dvc-extension: + addition_method: manual content_hash: 4f090c1c75d4bd7f85e320745065d82d76e03457c802c586fbcf822e9f5ee001 health_score: 100.0 last_checked: 1779130494.999212 @@ -153218,8 +159692,8 @@ https://learn.microsoft.com/en-us/shows/vs-code-livestreams/machine-learning-exp - docs/mlops.md v2_locations: - mlops.md - addition_method: manual https://learn.microsoft.com/en-us/training/browse/?resource_type=course&products=azure: + addition_method: manual content_hash: 9b2f98f4263f8ec3961cfeb33d3e80937d020e0e42ebc9b5718f9d5efee2937e description: '' health_score: 100.0 @@ -153236,8 +159710,8 @@ https://learn.microsoft.com/en-us/training/browse/?resource_type=course&products v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/training/modules/github-actions-cd: + addition_method: manual content_hash: 45f3c19a10e63a98d4b31edc94cab4c8035329ab1ae334a84ae0a43576cf87e1 health_score: 100.0 last_checked: 1779130494.977482 @@ -153248,15 +159722,52 @@ https://learn.microsoft.com/en-us/training/modules/github-actions-cd: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://learn.microsoft.com/en-us/training/paths/build-javascript-applications-typescript: + addition_method: manual content_hash: 720f4ccd8193f6c86690d8f3138069f679a1b5d1b9df4d486c7e9924d7c59a01 health_score: 64.0 last_checked: 1779130495.012712 v1_locations: - docs/cheatsheets.md - addition_method: manual +https://learn.microsoft.com/en-us/training/paths/gh-developing-agentic-systems-1: + addition_method: automatic + ai_summary: This Microsoft learning path details the architectural patterns for + integrating, orchestrating, and governing autonomous AI agents within the Software + Development Lifecycle (SDLC) using GitHub as the system of record and control + plane. It guides Cloud Architects through the 'plan, act, evaluate' lifecycle, + helping them design boundaries, track agentic actions, evaluate outcomes using + automated status checks, and apply the contributor model to supervise agent-generated + code. It forms a key foundation for managing production-grade AI agent systems + with high safety and operational standards. + category: ai-agents-mcp + complexity: Advanced + content_hash: ed07248465003667f69a23e8cbef5171fa7eda2424e7fcadb01cf0bc8c02cf08 + description: Learn how to design, deploy, and manage agentic AI systems within the + SDLC using GitHub. + hierarchy: + - Artificial Intelligence + - AI Agents + - SDLC Agentic Workflows + is_microservice: false + language: English + last_checked: 1780352003.689824 + reputation_status: Vetted + reputation_summary: A highly valued learning path that provides deep technical and + governance strategies for production-grade agentic SDLC workflows, acting as study + material for Microsoft's Agentic AI Developer certification. + resource_type: E-learning + social_preview_url: https://learn.microsoft.com/training/achievements/agentic-github-1 + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: agentic-ai-certifications + tags: + - '[GUIDE]' + - '[EMERGING]' + title: Developing in Agentic AI Systems Part 1 of 2 - Training | Microsoft Learn + year: '2025' https://learn.microsoft.com/en-us/training/paths/implement-azure-functions: + addition_method: manual content_hash: 7f1311d674a671d730618ab8a0f4f135a46c5f155bcc8fc04ee205d84469a6f2 description: '' health_score: 100.0 @@ -153272,8 +159783,8 @@ https://learn.microsoft.com/en-us/training/paths/implement-azure-functions: v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/training/paths/intro-to-kubernetes-on-azure: + addition_method: manual ai_summary: The primary architectural learning path offered by Microsoft, designed to introduce platform teams to Azure Kubernetes Service (AKS). It details container register integration, core networking layouts, and standard Microsoft Entra ID @@ -153301,8 +159812,8 @@ https://learn.microsoft.com/en-us/training/paths/intro-to-kubernetes-on-azure: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://learn.microsoft.com/en-us/visualstudio/docker/tutorials/docker-tutorial: + addition_method: manual content_hash: 32bb5207b9bc59ede3b4478c23b43af95a2b5003be65648537291f4358c2321e health_score: 100.0 last_checked: 1779130494.950737 @@ -153313,8 +159824,8 @@ https://learn.microsoft.com/en-us/visualstudio/docker/tutorials/docker-tutorial: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://learn.microsoft.com/en-us/windows/wsl: + addition_method: manual content_hash: da3e321ed5b07193b3400f325880783873ab031e59820863bcf091e0b46f6972 health_score: 100.0 last_checked: 1779130495.016254 @@ -153325,8 +159836,8 @@ https://learn.microsoft.com/en-us/windows/wsl: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md - addition_method: manual https://learn.microsoft.com/nb-no/azure/cloud-adoption-framework/ready/landing-zone: + addition_method: manual content_hash: ef805d7bb5be08e15cff4686097996dfbdcf84cc89ce4490cfae4ecdde927a10 description: '' health_score: 100.0 @@ -153346,8 +159857,8 @@ https://learn.microsoft.com/nb-no/azure/cloud-adoption-framework/ready/landing-z - azure.md - iac.md year: N/A - addition_method: manual https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role-assignments-portal: + addition_method: manual content_hash: b4f4016e3ab7e94b1d55687da53810829d25d4bf9e2d27c12983ba9526c49707 description: '' health_score: 100.0 @@ -153364,8 +159875,8 @@ https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role- v2_locations: - azure.md year: N/A - addition_method: manual https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role-assignments-portal?tabs=template: + addition_method: manual content_hash: b4f4016e3ab7e94b1d55687da53810829d25d4bf9e2d27c12983ba9526c49707 description: '' health_score: 100.0 @@ -153382,8 +159893,8 @@ https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role- v2_locations: - azure.md year: N/A - addition_method: manual https://learn.openshift.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -153401,8 +159912,8 @@ https://learn.openshift.com: - ocp4.md - openshift.md year: N/A - addition_method: manual https://learn.openshift.com/introduction/gitops-introduction: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -153418,8 +159929,8 @@ https://learn.openshift.com/introduction/gitops-introduction: - gitops.md - ocp3.md year: N/A - addition_method: manual https://learn.openshift.com/middleware/pipelines: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -153433,8 +159944,8 @@ https://learn.openshift.com/middleware/pipelines: v2_locations: - tekton.md year: N/A - addition_method: manual https://learn.openshift.com/playgrounds/openshift44: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -153444,8 +159955,8 @@ https://learn.openshift.com/playgrounds/openshift44: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://learn.pluralsight.com/programs/2019/free-course/template4: + addition_method: manual content_hash: 46942cf4f1ddba68705814401a1a4c151c7780997ef43751d80c2f0c15a34f4e description: '' health_score: 100.0 @@ -153456,8 +159967,8 @@ https://learn.pluralsight.com/programs/2019/free-course/template4: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learn.theketch.io/docs/getting-started: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -153471,8 +159982,8 @@ https://learn.theketch.io/docs/getting-started: v2_locations: - yaml.md year: N/A - addition_method: manual https://learncloudnative.com/blog/2020-11-23-multiple-vs-gateway: + addition_method: manual ai_summary: A practical configuration guide explaining how to attach multiple VirtualService definitions to a singular shared Istio Gateway resource. Demonstrates host-matching strategies and wildcard configurations to safely share ingress infrastructure @@ -153502,8 +160013,8 @@ https://learncloudnative.com/blog/2020-11-23-multiple-vs-gateway: v2_locations: - istio.md year: N/A - addition_method: manual https://learncloudnative.com/blog/2022-05-10-kubectl-tips: + addition_method: manual content_hash: 3fb10079774062f1baa5c0de78670f81a2f52478b67210793c53bdf7e94ac172 description: '' health_score: 100.0 @@ -153519,8 +160030,8 @@ https://learncloudnative.com/blog/2022-05-10-kubectl-tips: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://learndevops.substack.com/p/hitting-prometheus-api-with-curl: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -153536,8 +160047,8 @@ https://learndevops.substack.com/p/hitting-prometheus-api-with-curl: - kubernetes.md - prometheus.md year: N/A - addition_method: manual https://learngitbranching.js.org: + addition_method: manual ai_summary: The premier interactive, sandbox-driven visualizer for mastering Git branch operations and DAG models. Users execute simulated commands directly in the browser to visualize commit trees, merges, rebases, and cherry-picks. Unmatched @@ -153565,8 +160076,8 @@ https://learngitbranching.js.org: v2_locations: - git.md year: N/A - addition_method: manual https://learning-devops-tools-with-nandita.blogspot.com/2022/08/overview-of-ansible-and-ansible.html: + addition_method: manual content_hash: a10c09c131dc220bc9aca6f755cdf0ee5af8811ce322c81561c2a15e42aadc74 description: '' health_score: 100.0 @@ -153583,8 +160094,8 @@ https://learning-devops-tools-with-nandita.blogspot.com/2022/08/overview-of-ansi v2_locations: - ansible.md year: N/A - addition_method: manual https://learning.postman.com/docs/collections/performance-testing/testing-api-performance: + addition_method: manual content_hash: 46a84351a6a7dfa7a80ad35a43567b5d93418df5aeada75deccd37302a8be11f description: '' health_score: 100.0 @@ -153600,8 +160111,8 @@ https://learning.postman.com/docs/collections/performance-testing/testing-api-pe v2_locations: - postman.md year: N/A - addition_method: manual https://learningdaily.dev/software-architecture-diagramming-and-patterns-7d38999e7a12: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -153615,8 +160126,8 @@ https://learningdaily.dev/software-architecture-diagramming-and-patterns-7d38999 v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://learnk8s.io/allocatable-resources: + addition_method: manual content_hash: 5f12c1ffa9d105bad28e17b8f1658bc208a80b8bd0352e1e71d16695e1307b62 description: '' health_score: 100.0 @@ -153628,8 +160139,8 @@ https://learnk8s.io/allocatable-resources: - docs/kubernetes.md - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://learnk8s.io/authentication-kubernetes: + addition_method: manual content_hash: 33bf173767304aef2cc17f25f35dbafb96be9fb80d21ed8d60ded35231e140b8 description: '' health_score: 100.0 @@ -153641,8 +160152,8 @@ https://learnk8s.io/authentication-kubernetes: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://learnk8s.io/blog: + addition_method: manual content_hash: 77fc97dead69f9ad8df24d6e6110e101c8405c4bbee5764b117528819c52c65f description: '' health_score: 100.0 @@ -153653,8 +160164,8 @@ https://learnk8s.io/blog: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/blog/smaller-docker-images: + addition_method: manual content_hash: aeb4cb3d8ee75dc27b941f75940108807d0e5ec3c4923d487a9490a6a49b5b5d description: '' health_score: 100.0 @@ -153665,8 +160176,8 @@ https://learnk8s.io/blog/smaller-docker-images: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://learnk8s.io/cloud-resources-kubernetes: + addition_method: manual content_hash: bfd5793443b4dd322f96df972adfcd6e03a4ce8bd1fcde1526790ea4e776668a description: '' health_score: 100.0 @@ -153678,8 +160189,8 @@ https://learnk8s.io/cloud-resources-kubernetes: - docs/databases.md - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://learnk8s.io/etcd-kubernetes: + addition_method: manual content_hash: 59b9c93bcfd675e6f1b05e3fe5ef8a0c3c7e3af1b8921e90b11cad678bd2d347 description: '' health_score: 100.0 @@ -153690,8 +160201,8 @@ https://learnk8s.io/etcd-kubernetes: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/first-steps: + addition_method: manual content_hash: 904ab8c79c57a2db3240fbf125740f7b7288d583ac0d126dfff718a7f68e0db6 description: '' health_score: 100.0 @@ -153702,8 +160213,8 @@ https://learnk8s.io/first-steps: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/graceful-shutdown: + addition_method: manual content_hash: 0c69ecb129e2535e7a0614c81c57e0f3d73da4f6428ab9d4de15097bf0d2bb13 description: '' health_score: 100.0 @@ -153714,8 +160225,8 @@ https://learnk8s.io/graceful-shutdown: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/how-many-clusters: + addition_method: manual content_hash: 9e31112c2c9b9c5000a65c573ad04bf1a6684ebb0c578d061b38f2b63ea038f9 description: '' health_score: 100.0 @@ -153726,8 +160237,8 @@ https://learnk8s.io/how-many-clusters: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/kafka-ha-kubernetes: + addition_method: manual content_hash: b3b241d342c399260f98dcbd13cc940a2fd534b3e18ea66442047272621dcc23 description: '' health_score: 100.0 @@ -153739,8 +160250,8 @@ https://learnk8s.io/kafka-ha-kubernetes: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-autoscaling-strategies: + addition_method: manual content_hash: 9cada5c48ace8127c66adff1784176a7e348381b03d7b16e51c03cae800a8ee3 description: '' health_score: 100.0 @@ -153752,8 +160263,8 @@ https://learnk8s.io/kubernetes-autoscaling-strategies: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-custom-authentication: + addition_method: manual content_hash: 216c63d2361388c52fffb3e910ed19c6c86370cf66696415807c83fb085ea3fb description: '' health_score: 100.0 @@ -153764,8 +160275,8 @@ https://learnk8s.io/kubernetes-custom-authentication: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-instance-calculator: + addition_method: manual content_hash: ed1b9cc47891891992f29dcde28c5a36251f0e2e7b56c6a70e3edeef1ae087fc description: '' health_score: 100.0 @@ -153776,8 +160287,8 @@ https://learnk8s.io/kubernetes-instance-calculator: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-long-lived-connections: + addition_method: manual content_hash: 216b4b31ca33b233db94e6fafd318d4a5a3af7633265064850d88694e78df011 description: '' health_score: 100.0 @@ -153791,8 +160302,8 @@ https://learnk8s.io/kubernetes-long-lived-connections: - docs/message-queue.md - docs/servicemesh.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-network-packets: + addition_method: manual content_hash: 2b48512a68f71ffb582fd83168faed28da24a9a2388aa0c161f50547bc403250 description: '' health_score: 100.0 @@ -153803,8 +160314,8 @@ https://learnk8s.io/kubernetes-network-packets: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-node-size: + addition_method: manual content_hash: 71f96a2fb0e938121c9ff5f82b1952933619099b910afa20a319910e17df7126 description: '' health_score: 100.0 @@ -153815,8 +160326,8 @@ https://learnk8s.io/kubernetes-node-size: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-policies: + addition_method: manual content_hash: 5e5e1adba5000019e5fc6e2280c6909d307f56eb4162570789640009648b25ce description: '' health_score: 100.0 @@ -153826,8 +160337,8 @@ https://learnk8s.io/kubernetes-policies: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-rollbacks: + addition_method: manual content_hash: 47249eeb57c8e2c20152a2189fb4ee21b210bdbda2f833e94d653cacd3dbe183 description: '' health_score: 100.0 @@ -153838,8 +160349,8 @@ https://learnk8s.io/kubernetes-rollbacks: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-terraform: + addition_method: manual content_hash: 74947e16c183ed184451b05bb16e1e2246baf50d647baa508be3253f40878474 description: '' health_score: 100.0 @@ -153850,8 +160361,8 @@ https://learnk8s.io/kubernetes-terraform: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learnk8s.io/kubernetes-wallpapers: + addition_method: manual content_hash: 6ce13c62a8bc45eef972f9242c1ff0015a5192f05f69e099647b84777577281b description: '' health_score: 100.0 @@ -153862,8 +160373,8 @@ https://learnk8s.io/kubernetes-wallpapers: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/learn-kubernetes-weekly: + addition_method: manual content_hash: 1416222a7953b70272a92df35403c72cf9164d4fa61a9552e283495e4fe12f37 description: '' health_score: 100.0 @@ -153873,8 +160384,8 @@ https://learnk8s.io/learn-kubernetes-weekly: v1_locations: - docs/kubernetes-newsletters.md year: N/A - addition_method: manual https://learnk8s.io/microservices-authentication-kubernetes: + addition_method: manual content_hash: 76b46e777ede25eb211914d9bff32a954b4afc03fb8944d2327c09dc7a422e46 description: '' health_score: 100.0 @@ -153886,8 +160397,8 @@ https://learnk8s.io/microservices-authentication-kubernetes: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://learnk8s.io/news: + addition_method: manual content_hash: deee39fdf238da9fa86b0a75b70e453007a2e98dbec1b5aeddd5cc0713eb27b8 description: '' health_score: 100.0 @@ -153896,8 +160407,8 @@ https://learnk8s.io/news: title: learnk8s.io/news v1_locations: [] year: N/A - addition_method: manual https://learnk8s.io/production-best-practices: + addition_method: manual content_hash: 6c35ada1c5b7da57066666654f1eaf5a33cc3b0840b43fbc6ea7f0af123f9834 description: '' health_score: 100.0 @@ -153908,8 +160419,8 @@ https://learnk8s.io/production-best-practices: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/rbac-kubernetes: + addition_method: manual content_hash: 1d5e615fa2302d3395b70725e1eb787d0d4f76c987cf677cd23c03f645664387 description: '' health_score: 100.0 @@ -153920,8 +160431,8 @@ https://learnk8s.io/rbac-kubernetes: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://learnk8s.io/real-time-dashboard: + addition_method: manual content_hash: 9c56dd6df70a5498db821593437bb7942e32a437384690922b571433e85cb955 description: '' health_score: 100.0 @@ -153932,8 +160443,8 @@ https://learnk8s.io/real-time-dashboard: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://learnk8s.io/research: + addition_method: manual content_hash: 66cfadb54f9e01f3db00d0fbf1a812d9249792f9f16f69ad0c8e2f2023617911 description: '' health_score: 100.0 @@ -153947,8 +160458,8 @@ https://learnk8s.io/research: - docs/kubernetes.md - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://learnk8s.io/scaling-celery-rabbitmq-kubernetes: + addition_method: manual content_hash: 7b7275112d567b17217b7f4a8177b76e67e2d5a4565d6498ef646646bea0b29d description: '' health_score: 100.0 @@ -153959,8 +160470,8 @@ https://learnk8s.io/scaling-celery-rabbitmq-kubernetes: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/setting-cpu-memory-limits-requests: + addition_method: manual content_hash: 1b64190b88399a152a4e67d5529900d787ac658db0a3d6effa1c2a70ce9d1b94 description: '' health_score: 100.0 @@ -153971,8 +160482,8 @@ https://learnk8s.io/setting-cpu-memory-limits-requests: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/sidecar-containers-patterns: + addition_method: manual content_hash: 4765b75da936e87296482a4c197a049c8261ab74cea5e0ae5d3080c57f21b227 description: '' health_score: 100.0 @@ -153983,8 +160494,8 @@ https://learnk8s.io/sidecar-containers-patterns: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/spring-boot-kubernetes-guide: + addition_method: manual content_hash: 90bb95ba0d06fc58aa3a10fc586e006f7c66a48922aaf2df0370cb1eb56d5183 description: '' health_score: 100.0 @@ -153995,8 +160506,8 @@ https://learnk8s.io/spring-boot-kubernetes-guide: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://learnk8s.io/templating-yaml-with-code: + addition_method: manual content_hash: 2e1de1fac5625a6f259f183e64956ac642b8b1edb1b9ed058382a799969782d0 description: '' health_score: 100.0 @@ -154007,8 +160518,8 @@ https://learnk8s.io/templating-yaml-with-code: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://learnk8s.io/terraform-aks: + addition_method: manual content_hash: 48c0078a362c90c956d4c53acd283c05fab7c74833fd0dbfdede41d6af0d7df7 description: '' health_score: 100.0 @@ -154020,8 +160531,8 @@ https://learnk8s.io/terraform-aks: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learnk8s.io/terraform-eks: + addition_method: manual content_hash: 9ebd49dc4c4bb8370a0f2e5f13937e63a18d1b11fefda965171a5e9118c41d02 description: '' health_score: 100.0 @@ -154033,8 +160544,8 @@ https://learnk8s.io/terraform-eks: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learnk8s.io/terraform-gke: + addition_method: manual content_hash: 6a0c0745dd910af8573a08410f99f8b3dac7bc469a577d585b68cfe7790b9e0b description: '' health_score: 100.0 @@ -154046,8 +160557,8 @@ https://learnk8s.io/terraform-gke: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learnk8s.io/terraform-lke: + addition_method: manual content_hash: b2c9e3c5ece1f31e8f281585a508df5048a0affaf7a827ec4fd929a88eafa96e description: '' health_score: 100.0 @@ -154059,8 +160570,8 @@ https://learnk8s.io/terraform-lke: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://learnk8s.io/troubleshooting-deployments: + addition_method: manual content_hash: e71cc356dc770e9623496f43843fcb473674431aeb1d0aad26338410382e0f7a description: '' health_score: 100.0 @@ -154072,8 +160583,8 @@ https://learnk8s.io/troubleshooting-deployments: v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://learnk8s.io/validating-kubernetes-yaml: + addition_method: manual content_hash: 9366b64b9fddaf0b5c7fc8d842146a33b29a21b6a933e82ec534413c95a03fad description: '' health_score: 100.0 @@ -154084,8 +160595,8 @@ https://learnk8s.io/validating-kubernetes-yaml: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://learnkube.com/allocatable-resources: + addition_method: manual ai_summary: Technical breakdown of node allocatable resources in Kubernetes. Explains how `kube-reserved`, `system-reserved`, and eviction thresholds reduce physical capacity available for user pods. @@ -154107,8 +160618,8 @@ https://learnkube.com/allocatable-resources: - kubernetes.md - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual https://learnkube.com/authentication-kubernetes: + addition_method: manual ai_summary: A deep dive comparing human user logins and system-managed Service Accounts. Walks through the mechanics of token verification and the internal request protocols of the API server. @@ -154132,8 +160643,8 @@ https://learnkube.com/authentication-kubernetes: v2_locations: - kubernetes-security.md year: '2024' - addition_method: manual https://learnkube.com/blog: + addition_method: manual content_hash: bf0f976fd6923a36e2bd5f00bfa222c9b96838390724f23b4496cd603800b959 health_score: 100.0 last_checked: 1779130494.966092 @@ -154145,8 +160656,8 @@ https://learnkube.com/blog: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/blog/smaller-docker-images: + addition_method: manual content_hash: 7d1611dcf461dfd2fa824ff86ce90d9057cf21614823c570432f7e0ad6c6b95f health_score: 100.0 last_checked: 1779130495.001853 @@ -154157,8 +160668,8 @@ https://learnkube.com/blog/smaller-docker-images: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://learnkube.com/cloud-resources-kubernetes: + addition_method: manual ai_summary: Comparative analysis of Kubernetes Operators for cloud infrastructure provisioning (such as Crossplane, AWS ACK, Google KCC, and Azure ASO). Critiques the shift from Terraform toward declarative reconciliation loops. @@ -154180,8 +160691,8 @@ https://learnkube.com/cloud-resources-kubernetes: - databases.md - managed-kubernetes-in-public-cloud.md year: '2023' - addition_method: manual https://learnkube.com/etcd-kubernetes: + addition_method: manual content_hash: a1cb0f1e2d3081e89f80c3f60df28d7f7250bfd771642c4a4acb07aec3320255 health_score: 100.0 last_checked: 1779130494.947043 @@ -154192,8 +160703,8 @@ https://learnkube.com/etcd-kubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/graceful-shutdown: + addition_method: manual content_hash: 5311fd32c2420be65b13f450473307df9530140a783eb20369d5f3f200e52b4d health_score: 100.0 last_checked: 1779130494.93096 @@ -154204,8 +160715,8 @@ https://learnkube.com/graceful-shutdown: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/how-many-clusters: + addition_method: manual content_hash: f00504fd19cc254d2b69f70d78c390d394e45fbc832c54b998924fc26bb43bd3 health_score: 100.0 last_checked: 1779130494.965486 @@ -154216,8 +160727,8 @@ https://learnkube.com/how-many-clusters: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/kafka-ha-kubernetes: + addition_method: manual ai_summary: 'Curator Insight: Outstanding reference tutorial for validating HA setups in production. Live Grounding: Outlines designing multi-AZ deployments, tuning pod disruption budgets (PDBs), and performing simulated chaos engineering tests @@ -154241,8 +160752,8 @@ https://learnkube.com/kafka-ha-kubernetes: v2_locations: - message-queue.md year: '2022' - addition_method: manual https://learnkube.com/kubernetes-autoscaling-strategies: + addition_method: manual content_hash: 8aff0ec2f8f8405eb8993144288b5faf4f041d1a615f5e3fc895c8e05ed3f878 health_score: 100.0 last_checked: 1779130494.993817 @@ -154253,8 +160764,8 @@ https://learnkube.com/kubernetes-autoscaling-strategies: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://learnkube.com/kubernetes-custom-authentication: + addition_method: manual ai_summary: 'Curator Insight: Highly technical tutorial on implementing custom authentication handlers. Live Grounding: Covers custom webhooks, custom token caching, and request inspection patterns for unique security infrastructures.' @@ -154276,8 +160787,8 @@ https://learnkube.com/kubernetes-custom-authentication: v2_locations: - kubernetes-security.md year: '2024' - addition_method: manual https://learnkube.com/kubernetes-instance-calculator: + addition_method: manual content_hash: 103fbe8d215e946fe74b314da47c5d9630841dee8f9f9c7bdcd43a04ae004184 health_score: 100.0 last_checked: 1779130494.990503 @@ -154288,8 +160799,8 @@ https://learnkube.com/kubernetes-instance-calculator: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/kubernetes-long-lived-connections: + addition_method: manual ai_summary: A deep dive into the engineering challenge of load balancing long-lived connections (gRPC, HTTP/2, WebSockets) within Kubernetes. It explains how standard L4 kube-proxy load balancing fails to distribute traffic evenly and presents L7 @@ -154315,8 +160826,8 @@ https://learnkube.com/kubernetes-long-lived-connections: - kubernetes-networking.md - message-queue.md year: '2021' - addition_method: manual https://learnkube.com/kubernetes-network-packets: + addition_method: manual content_hash: a56add84e2f2f814e77d2556d26964c1d44f5b7633d27e46401cc4fda1099e61 health_score: 100.0 last_checked: 1779130495.006951 @@ -154327,8 +160838,8 @@ https://learnkube.com/kubernetes-network-packets: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://learnkube.com/kubernetes-node-size: + addition_method: manual content_hash: 3a32cef7fb652e7cf54749abb6ed492f996cd51157195ff0a167f16ad4115807 health_score: 100.0 last_checked: 1779130494.951766 @@ -154339,15 +160850,15 @@ https://learnkube.com/kubernetes-node-size: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/kubernetes-policies: + addition_method: manual content_hash: e2dcb04ebc7a4532bcb40042bebe9b4670c5b28a90eceb1dc22cf2bd3b09544b health_score: 100.0 last_checked: 1779130495.015804 v1_locations: - docs/kubernetes.md - addition_method: manual https://learnkube.com/kubernetes-rollbacks: + addition_method: manual content_hash: a3f492598698a300d1955dbe928ffe1c2e1079dbc1d7c4da7a2e3849605fe73d health_score: 100.0 last_checked: 1779130494.9725 @@ -154358,8 +160869,8 @@ https://learnkube.com/kubernetes-rollbacks: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/kubernetes-services-and-load-balancing: + addition_method: manual content_hash: 24d678021559db2be251e933473c0d6252d9ef2e7c8e448ede0be4d58844bbde description: '' health_score: 100.0 @@ -154379,8 +160890,8 @@ https://learnkube.com/kubernetes-services-and-load-balancing: - kubernetes-networking.md - kubernetes-tools.md year: N/A - addition_method: manual https://learnkube.com/kubernetes-terraform: + addition_method: manual content_hash: fc4bb2d0b33281b25dc961a75a89bf80c753b7b85e4ec6db8701cad25d910d79 health_score: 100.0 last_checked: 1779130494.977231 @@ -154391,8 +160902,8 @@ https://learnkube.com/kubernetes-terraform: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://learnkube.com/kubernetes-wallpapers: + addition_method: manual content_hash: 5964e1e1285ac26494ad86795521146028488c84238f702650499a8b5ad03621 health_score: 100.0 last_checked: 1779130495.018805 @@ -154403,8 +160914,8 @@ https://learnkube.com/kubernetes-wallpapers: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/microservices-authentication-kubernetes: + addition_method: manual ai_summary: 'Curator Insight: Deep guide on binding Pod identities to external identity systems for service-to-service validation. Live Grounding: Critical reference detailing token volume projection and secure microservices cross-boundary authentication @@ -154428,14 +160939,14 @@ https://learnkube.com/microservices-authentication-kubernetes: v2_locations: - kubernetes-security.md year: '2024' - addition_method: manual https://learnkube.com/news-events-jobs: + addition_method: manual content_hash: e5788c48710ff2edb615875ff89a9fc888729c6e4f87115ba76fa5e6081937fb health_score: 100.0 last_checked: 1779130495.001127 v1_locations: [] - addition_method: manual https://learnkube.com/production-best-practices: + addition_method: manual content_hash: 433da05399ac0e6633abdbdce8525c3a164070f9ddf717a58e2a2e7d87dc0f37 health_score: 100.0 last_checked: 1779130494.950749 @@ -154447,8 +160958,8 @@ https://learnkube.com/production-best-practices: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/rbac-kubernetes: + addition_method: manual ai_summary: 'Curator Insight: A highly visual, structured breakdown of RBAC authorization bounds. Live Grounding: LearnK8s provides precise visual guides mapping Kubernetes cluster components to API requests, forming a gold standard for authorization @@ -154471,8 +160982,8 @@ https://learnkube.com/rbac-kubernetes: v2_locations: - kubernetes-security.md year: '2024' - addition_method: manual https://learnkube.com/real-time-dashboard: + addition_method: manual content_hash: 308be50f0363661fbd48ab64616949df2c63371c277adeae6004e9019a72c692 health_score: 100.0 last_checked: 1779130494.976722 @@ -154483,8 +160994,8 @@ https://learnkube.com/real-time-dashboard: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://learnkube.com/research: + addition_method: manual ai_summary: Comprehensive comparison matrix evaluating key metrics of major managed Kubernetes engines, mapping out scalability limits, upgrade strategies, and CNI setups. @@ -154507,8 +161018,8 @@ https://learnkube.com/research: - managed-kubernetes-in-public-cloud.md - cheatsheets.md year: '2022' - addition_method: manual https://learnkube.com/scaling-celery-rabbitmq-kubernetes: + addition_method: manual content_hash: e16a767914693fddd91936632c5a2758a7c0deb154d4d6942dbf91ece9bfbaa2 health_score: 100.0 last_checked: 1779130495.017394 @@ -154519,8 +161030,8 @@ https://learnkube.com/scaling-celery-rabbitmq-kubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/setting-cpu-memory-limits-requests: + addition_method: manual content_hash: ae27f2a359554bc15777caa53dfcd5c6aa06d191242ab6e9c7022fec632f4c2f health_score: 100.0 last_checked: 1779130494.959211 @@ -154531,8 +161042,8 @@ https://learnkube.com/setting-cpu-memory-limits-requests: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/sidecar-containers-patterns: + addition_method: manual content_hash: 5df2c317561fd7eba343eeecc4cd6b46295001be377c1eca811b18824c024428 health_score: 100.0 last_checked: 1779130495.00558 @@ -154543,8 +161054,8 @@ https://learnkube.com/sidecar-containers-patterns: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/spring-boot-kubernetes-guide: + addition_method: manual content_hash: 973175be9fc607e0ce2197cdc02bae35c803bef9fdbc838ea83bfd4052c624e5 health_score: 100.0 last_checked: 1779130494.965316 @@ -154555,8 +161066,8 @@ https://learnkube.com/spring-boot-kubernetes-guide: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://learnkube.com/templating-yaml-with-code: + addition_method: manual content_hash: 956e90ff95e90bd9808d6702f41e95ddf5c1745e07d0680cb0b6c24de26a6f5c health_score: 100.0 last_checked: 1779130495.032336 @@ -154567,8 +161078,8 @@ https://learnkube.com/templating-yaml-with-code: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/terraform-aks: + addition_method: manual content_hash: 61558bc531df7916074b728b086b47b0c44dfe0daccae6c4f34616a12efa52b9 health_score: 100.0 last_checked: 1779130494.999965 @@ -154579,8 +161090,8 @@ https://learnkube.com/terraform-aks: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://learnkube.com/terraform-eks: + addition_method: manual content_hash: 96255ce3e45d4b849fa52d87c5c7c6fea59c3b735cc9f90b7629ffdc53db6196 health_score: 100.0 last_checked: 1779130494.960618 @@ -154591,8 +161102,8 @@ https://learnkube.com/terraform-eks: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://learnkube.com/terraform-gke: + addition_method: manual content_hash: 7bbe104389a6efc0f1fb8edc019bde4ea4d4162188aa82b139803e120dbd44ad health_score: 100.0 last_checked: 1779130494.969579 @@ -154603,8 +161114,8 @@ https://learnkube.com/terraform-gke: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://learnkube.com/terraform-lke: + addition_method: manual content_hash: a01d5ff6d890c1b4253f701f9f72bcde96c9046d2cba7e9f78ac54db594c30eb health_score: 100.0 last_checked: 1779130495.012842 @@ -154615,8 +161126,8 @@ https://learnkube.com/terraform-lke: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://learnkube.com/training: + addition_method: manual content_hash: 8697ea7a411f105c1ee49245fc01a1d96a71ab98b2663a2ac1ef76602d236eb6 health_score: 100.0 last_checked: 1779130495.031628 @@ -154628,8 +161139,8 @@ https://learnkube.com/training: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://learnkube.com/troubleshooting-deployments: + addition_method: manual content_hash: 483af85bde17c54c17c462c5840073a0b9ddd616d97bccd8a0ea79164480b447 health_score: 100.0 last_checked: 1779130494.970508 @@ -154640,8 +161151,8 @@ https://learnkube.com/troubleshooting-deployments: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://learnkube.com/validating-kubernetes-yaml: + addition_method: manual ai_summary: A comprehensive analysis evaluating popular Kubernetes manifest validation engines. Compares tools like Kube-score, Polaris, and Conftest, showing teams how to set up robust automated configuration safeguards. @@ -154663,8 +161174,8 @@ https://learnkube.com/validating-kubernetes-yaml: v2_locations: - yaml.md year: '2022' - addition_method: manual https://learntocloud.guide: + addition_method: manual content_hash: 384cd31335e94fbb545cb36cd042c7bf3a5b54ab477d940ca1e4ceaeb9e0e19f description: '' health_score: 100.0 @@ -154682,15 +161193,15 @@ https://learntocloud.guide: - demos.md - public-cloud-solutions.md year: N/A - addition_method: manual https://leebriggs.co.uk/blog/2019/02/07/why-are-we-templating-yaml.html: + addition_method: manual content_hash: f5fdab1c2c93daa1dab3c893da464653062f05a2304c8f524fd93c51873bbe75 health_score: 100.0 last_checked: 1779031827.335602 v1_locations: - docs/yaml.md - addition_method: manual https://legacy-controller-docs.ansible.com/ansible-tower: + addition_method: manual content_hash: 534298d9c09c3ee26ce3e9a6e5bd4fa45e5873fbee178bc9657156a562e82ccf health_score: 100.0 last_checked: 1779130494.929797 @@ -154701,8 +161212,8 @@ https://legacy-controller-docs.ansible.com/ansible-tower: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://lenshq.io: + addition_method: manual ai_summary: The premier graphical IDE for Kubernetes administration. 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git.md year: N/A - addition_method: manual https://levelup.gitconnected.com/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154786,8 +161297,8 @@ https://levelup.gitconnected.com/5-tips-for-troubleshooting-apps-on-kubernetes-8 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://levelup.gitconnected.com/5-tips-to-design-for-multi-tenancy-architecture-5f7d55657d77: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154801,8 +161312,8 @@ https://levelup.gitconnected.com/5-tips-to-design-for-multi-tenancy-architecture v2_locations: - introduction.md year: N/A - addition_method: manual https://levelup.gitconnected.com/5-tricks-to-take-your-kubernetes-skills-to-the-next-level-a5541baeb18e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154817,8 +161328,8 @@ https://levelup.gitconnected.com/5-tricks-to-take-your-kubernetes-skills-to-the- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://levelup.gitconnected.com/access-kubernetes-objects-data-from-proc-directory-8d2ec6a0faba: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154833,8 +161344,8 @@ https://levelup.gitconnected.com/access-kubernetes-objects-data-from-proc-direct v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://levelup.gitconnected.com/automating-integration-and-deployment-to-remote-server-63a2b6576ebf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154849,8 +161360,8 @@ https://levelup.gitconnected.com/automating-integration-and-deployment-to-remote v2_locations: - git.md year: N/A - addition_method: manual https://levelup.gitconnected.com/aws-azure-gcp-resource-hierarchies-25b829127511: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154864,8 +161375,8 @@ https://levelup.gitconnected.com/aws-azure-gcp-resource-hierarchies-25b829127511 v2_locations: - aws.md year: N/A - addition_method: manual https://levelup.gitconnected.com/basics-of-ci-cd-a98340c60b04: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154879,8 +161390,8 @@ https://levelup.gitconnected.com/basics-of-ci-cd-a98340c60b04: v2_locations: - cicd.md year: N/A - addition_method: manual https://levelup.gitconnected.com/blue-green-with-canary-deployment-a-novel-approach-2cee77ff564d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154894,8 +161405,8 @@ https://levelup.gitconnected.com/blue-green-with-canary-deployment-a-novel-appro v2_locations: - cicd.md year: N/A - addition_method: manual https://levelup.gitconnected.com/concurrency-in-go-shared-memory-a2ef201b396b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154909,8 +161420,8 @@ https://levelup.gitconnected.com/concurrency-in-go-shared-memory-a2ef201b396b: v2_locations: - golang.md year: N/A - addition_method: manual https://levelup.gitconnected.com/continuous-integration-continuous-deployment-with-terraform-cloud-ad384f29d7a0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154925,8 +161436,8 @@ https://levelup.gitconnected.com/continuous-integration-continuous-deployment-wi v2_locations: - terraform.md year: N/A - addition_method: manual https://levelup.gitconnected.com/deploying-simple-golang-webapp-to-kubernetes-25dc1736dcc4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154940,8 +161451,8 @@ https://levelup.gitconnected.com/deploying-simple-golang-webapp-to-kubernetes-25 v2_locations: - demos.md year: N/A - addition_method: manual https://levelup.gitconnected.com/digestible-devops-the-7-devops-practices-8bd8b34e1418: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154955,8 +161466,8 @@ https://levelup.gitconnected.com/digestible-devops-the-7-devops-practices-8bd8b3 v2_locations: - devops.md year: N/A - addition_method: manual https://levelup.gitconnected.com/do-you-know-distributed-job-scheduling-in-microservices-architecture-44082adad8ac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -154971,9 +161482,9 @@ https://levelup.gitconnected.com/do-you-know-distributed-job-scheduling-in-micro v2_locations: - introduction.md year: N/A - addition_method: manual ? https://levelup.gitconnected.com/effects-of-docker-image-size-on-autoscaling-w-r-t-single-and-multi-node-kube-cluster-29c4f689cd99 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030084.627652 @@ -154987,8 +161498,8 @@ https://levelup.gitconnected.com/do-you-know-distributed-job-scheduling-in-micro v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://levelup.gitconnected.com/enforce-audit-policy-in-kubernetes-k8s-34e504733300: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155002,8 +161513,8 @@ https://levelup.gitconnected.com/enforce-audit-policy-in-kubernetes-k8s-34e50473 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://levelup.gitconnected.com/error-handling-in-event-driven-systems-1f0a7ef2cfb7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155017,8 +161528,8 @@ https://levelup.gitconnected.com/error-handling-in-event-driven-systems-1f0a7ef2 v2_locations: - introduction.md year: N/A - addition_method: manual https://levelup.gitconnected.com/exploring-grafana-agent-flow-simplifying-monitoring-for-kubernetes-2a06a92614: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155033,8 +161544,8 @@ https://levelup.gitconnected.com/exploring-grafana-agent-flow-simplifying-monito v2_locations: - grafana.md year: N/A - addition_method: manual https://levelup.gitconnected.com/first-try-on-java-operator-sdk-5a07f30771de: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155048,8 +161559,8 @@ https://levelup.gitconnected.com/first-try-on-java-operator-sdk-5a07f30771de: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://levelup.gitconnected.com/flux-cd-getting-started-1a06671d718f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155063,8 +161574,8 @@ https://levelup.gitconnected.com/flux-cd-getting-started-1a06671d718f: v2_locations: - flux.md year: N/A - addition_method: manual https://levelup.gitconnected.com/fully-explained-array-data-structure-in-python-67dd9a12b695: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155078,8 +161589,8 @@ https://levelup.gitconnected.com/fully-explained-array-data-structure-in-python- v2_locations: - python.md year: N/A - addition_method: manual https://levelup.gitconnected.com/generics-in-go-viva-la-revolution-e27898bf5495: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155093,8 +161604,8 @@ https://levelup.gitconnected.com/generics-in-go-viva-la-revolution-e27898bf5495: v2_locations: - golang.md year: N/A - addition_method: manual https://levelup.gitconnected.com/getting-started-with-argocd-on-your-kubernetes-cluster-552ca5d8cf41: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155109,8 +161620,8 @@ https://levelup.gitconnected.com/getting-started-with-argocd-on-your-kubernetes- v2_locations: - argo.md year: N/A - addition_method: manual https://levelup.gitconnected.com/github-actions-self-hosted-runners-on-amazon-eks-spot-instances-bc3abcd5d38f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155125,8 +161636,8 @@ https://levelup.gitconnected.com/github-actions-self-hosted-runners-on-amazon-ek v2_locations: - demos.md year: N/A - addition_method: manual https://levelup.gitconnected.com/github-may-replace-dockerhub-a5da5e547f01: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155140,8 +161651,8 @@ https://levelup.gitconnected.com/github-may-replace-dockerhub-a5da5e547f01: v2_locations: - git.md year: N/A - addition_method: manual https://levelup.gitconnected.com/gitops-ci-cd-using-github-actions-and-argocd-on-kubernetes-909d85d37746: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155156,8 +161667,8 @@ https://levelup.gitconnected.com/gitops-ci-cd-using-github-actions-and-argocd-on v2_locations: - demos.md year: N/A - addition_method: manual https://levelup.gitconnected.com/helm-101-for-developers-1c28e734937e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155171,8 +161682,8 @@ https://levelup.gitconnected.com/helm-101-for-developers-1c28e734937e: v2_locations: - helm.md year: N/A - addition_method: manual https://levelup.gitconnected.com/helm-data-sharing-between-parent-and-child-chart-c4487a452d4e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155186,8 +161697,8 @@ https://levelup.gitconnected.com/helm-data-sharing-between-parent-and-child-char v2_locations: - helm.md year: N/A - addition_method: manual https://levelup.gitconnected.com/helm-named-templates-de2efc3875d0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155201,8 +161712,8 @@ https://levelup.gitconnected.com/helm-named-templates-de2efc3875d0: v2_locations: - helm.md year: N/A - addition_method: manual https://levelup.gitconnected.com/helm-vs-kustomize-navigating-kubernetes-configuration-complexity-ae86596c3cf2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155217,8 +161728,8 @@ https://levelup.gitconnected.com/helm-vs-kustomize-navigating-kubernetes-configu v2_locations: - 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project-management-methodology.md year: N/A - addition_method: manual https://levelup.gitconnected.com/installing-exploring-the-kube-prometheus-project-eef375d49f6b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155281,8 +161792,8 @@ https://levelup.gitconnected.com/installing-exploring-the-kube-prometheus-projec v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://levelup.gitconnected.com/introduction-to-helm-dashboard-dddf43e38cc2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155296,8 +161807,8 @@ https://levelup.gitconnected.com/introduction-to-helm-dashboard-dddf43e38cc2: v2_locations: - helm.md year: N/A - addition_method: manual https://levelup.gitconnected.com/kafka-for-engineers-975feaea6067: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155311,8 +161822,8 @@ https://levelup.gitconnected.com/kafka-for-engineers-975feaea6067: v2_locations: - message-queue.md year: N/A - addition_method: manual https://levelup.gitconnected.com/kubernetes-101-secrets-20d068ab0563: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155326,8 +161837,8 @@ https://levelup.gitconnected.com/kubernetes-101-secrets-20d068ab0563: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://levelup.gitconnected.com/kubernetes-101-understanding-the-basics-of-container-orchestration-898562f45651: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155342,9 +161853,9 @@ https://levelup.gitconnected.com/kubernetes-101-understanding-the-basics-of-cont v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://levelup.gitconnected.com/kubernetes-autoscaling-101-cluster-autoscaler-horizontal-pod-autoscaler-and-vertical-pod-2a441d9ad231 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032036.656854 @@ -155358,8 +161869,8 @@ https://levelup.gitconnected.com/kubernetes-101-understanding-the-basics-of-cont v2_locations: - 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introduction.md year: N/A - addition_method: manual https://levelup.gitconnected.com/nestjs-microservices-with-grpc-api-gateway-and-authentication-part-1-2-650009c03686: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155465,8 +161976,8 @@ https://levelup.gitconnected.com/nestjs-microservices-with-grpc-api-gateway-and- v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://levelup.gitconnected.com/openshift-the-next-level-of-kubernetes-6d58ad722b26: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155480,8 +161991,8 @@ https://levelup.gitconnected.com/openshift-the-next-level-of-kubernetes-6d58ad72 v2_locations: - introduction.md year: N/A - addition_method: manual https://levelup.gitconnected.com/operators-extending-kubernetes-capabilities-184df001b7e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155495,8 +162006,8 @@ https://levelup.gitconnected.com/operators-extending-kubernetes-capabilities-184 v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://levelup.gitconnected.com/running-workflows-on-windows-with-jenkins-pipeline-and-kubernetes-52752a89a0e7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155511,8 +162022,8 @@ https://levelup.gitconnected.com/running-workflows-on-windows-with-jenkins-pipel v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://levelup.gitconnected.com/scale-your-apps-using-keda-in-kubernetes-a1f2142ecc20: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155526,9 +162037,9 @@ https://levelup.gitconnected.com/scale-your-apps-using-keda-in-kubernetes-a1f214 v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual ? https://levelup.gitconnected.com/setting-up-application-load-balancer-ingress-for-the-pods-running-in-aws-eks-fargate-519e20e97497 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033342.610533 @@ -155542,8 +162053,8 @@ https://levelup.gitconnected.com/scale-your-apps-using-keda-in-kubernetes-a1f214 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://levelup.gitconnected.com/short-using-iac-over-clickops-229e919b5373: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155557,8 +162068,8 @@ https://levelup.gitconnected.com/short-using-iac-over-clickops-229e919b5373: v2_locations: - iac.md year: N/A - addition_method: manual https://levelup.gitconnected.com/start-your-scripting-journey-today-bash-script-part-1-46cbddf4e4e7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155573,8 +162084,8 @@ https://levelup.gitconnected.com/start-your-scripting-journey-today-bash-script- v2_locations: - linux.md year: N/A - addition_method: manual https://levelup.gitconnected.com/step-by-step-slow-guide-kubernetes-dashboard-on-raspberry-pi-cluster-part-2-acdc8f9b5b99: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155589,8 +162100,8 @@ https://levelup.gitconnected.com/step-by-step-slow-guide-kubernetes-dashboard-on v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://levelup.gitconnected.com/the-core-of-kubernetes-security-clusters-5d9a69f1dba4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155604,8 +162115,8 @@ https://levelup.gitconnected.com/the-core-of-kubernetes-security-clusters-5d9a69 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://levelup.gitconnected.com/top-30-git-commands-you-should-know-to-master-git-cli-f04e041779bc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155620,8 +162131,8 @@ https://levelup.gitconnected.com/top-30-git-commands-you-should-know-to-master-g v2_locations: - git.md year: N/A - addition_method: manual https://levelup.gitconnected.com/truth-about-soap-vs-rest-vs-grpc-vs-graphql-checklist-f50bcb475adf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155636,8 +162147,8 @@ https://levelup.gitconnected.com/truth-about-soap-vs-rest-vs-grpc-vs-graphql-che v2_locations: - api.md year: N/A - addition_method: manual https://levelup.gitconnected.com/vim-a-how-to-guide-55f63bfdcff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155651,8 +162162,8 @@ https://levelup.gitconnected.com/vim-a-how-to-guide-55f63bfdcff: v2_locations: - linux.md year: N/A - addition_method: manual https://levelup.gitconnected.com/whats-wrong-with-your-crudy-interfaces-besides-everything-bde4f4c8cb8a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155666,8 +162177,8 @@ https://levelup.gitconnected.com/whats-wrong-with-your-crudy-interfaces-besides- v2_locations: - api.md year: N/A - addition_method: manual https://liavyona09.medium.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155681,8 +162192,8 @@ https://liavyona09.medium.com/spice-up-your-kubernetes-environment-with-aws-lamb v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://libguestfs.org/guestfish.1.html: + addition_method: manual ai_summary: Guestfish is an interactive shell for editing virtual machine disk images without booting the VM. Leveraging libguestfs, it provides direct, safe, and scriptable access to filesystem structures within various disk formats, making it highly @@ -155710,8 +162221,83 @@ https://libguestfs.org/guestfish.1.html: v2_locations: - linux.md year: N/A - addition_method: manual +https://libropython.es: + addition_method: automatic + ai_summary: A modern, community-driven Spanish translation of the foundational book + 'Think Python' (Piensa en Python), curated and localized by Miguel Ángel Durán + (midudev) in 2026. This version integrates modern tooling such as interactive + Jupyter Notebooks and Google Colab, guiding students through core programming + logic, algorithms, and an introduction to agentic language models. An exceptional + pedagogical asset for the Spanish-speaking software engineering community. [SPANISH + CONTENT] + category: python + complexity: Beginner + content_hash: f866d5105ee689f8847bb6b0587d1602863650101615c2facd969cde18b5af08 + description: Think Python en español es una versión moderna y gratuita del clásico + libro de programación. Combina teoría, ejercicios prácticos y cuadernos interactivos + de Google Colab para aprender a programar con lógica profesional. [SPANISH CONTENT] + hierarchy: + - Programming Languages + - Python + - Computer Science Foundations + - Spanish Community + is_microservice: false + language: Spanish + last_checked: 1780352282.81461 + reputation_status: Vetted + reputation_summary: A widely praised translation of the classic 'Think Python' book + by Miguel Ángel Durán (midudev), incorporating modern learning environments like + Google Colab. + resource_type: document + social_preview_url: https://libropython.es/og-image.jpg + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[COMMUNITY-TOOL]' + title: Think Python en espanol (Piensa en Python) + year: '2026' +https://librosgratis.dev: + addition_method: automatic + ai_summary: 'A collaborative open-source web library compiling a massive index of + free programming books and technical reference guides written in Spanish. + + * Categorizes books and materials systematically by programming languages (JavaScript, + Python, Rust), databases (SQL), and DevOps ecosystems. + + * Features a highly optimized, editorial-style interface designed for rapid navigation + and frictionless community contributions. [SPANISH CONTENT]' + category: elearning + complexity: beginner + content_hash: 74b0ffe1329d246d883072cbd3403419b49e37889fb168b5f566e4c932217aac + description: Biblioteca viva de libros y guías gratuitas de programación en español, + organizada por tecnologías y niveles. + hierarchy: + - Software Engineering + - E-Learning + - Spanish Technical Content + is_microservice: false + language: es + last_checked: 1780352686.744496 + reputation_status: Vetted + reputation_summary: Well-known and actively recommended within Spanish-speaking + developer circles (including promotion by midudev) as an exceptional repository + of open-access software engineering literature. + resource_type: website + social_preview_url: https://librosgratis.dev/og-preview.svg + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: developer-resources + tags: + - GUIDE + - COMMUNITY-TOOL + title: librosgratis.dev + year: '2026' https://lightstep.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155721,8 +162307,8 @@ https://lightstep.com: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://linbit.com/kubernetes: + addition_method: manual content_hash: c7b38ea362c1d2408cb31fc86f4b531cd2b2a6ee09fcc445fb6f5b5fec06ee46 description: '' health_score: 100.0 @@ -155738,8 +162324,8 @@ https://linbit.com/kubernetes: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://linkerd.io: + addition_method: manual content_hash: b663cb434dc8148f41cf0f5c3deccf8e4f879fb5093c3cbafd6c68f5a592409f description: '' health_score: 100.0 @@ -155755,8 +162341,8 @@ https://linkerd.io: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://linkerd.io/2.10/tasks/multicluster/index.html: + addition_method: manual content_hash: 93c5423ebc4e74be9fab571fca4136a09bac59b1e311cb2150ad70b90389d07d description: '' health_score: 100.0 @@ -155772,8 +162358,8 @@ https://linkerd.io/2.10/tasks/multicluster/index.html: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://linkerd.io/2020/06/09/announcing-linkerd-2.8: + addition_method: manual content_hash: e1008643b03cbf91d8846594c7fff108d18195c3bd34bec735aecaa9a91f1397 description: '' health_score: 100.0 @@ -155784,8 +162370,8 @@ https://linkerd.io/2020/06/09/announcing-linkerd-2.8: v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://linkerd.io/2020/06/09/announcing-linkerd-2.8/index.html: + addition_method: manual content_hash: 3fce9a9c30fe7eac9bd78790787e873d8abaf00da2e7510e428634a89a3f5a15 health_score: 100.0 last_checked: 1779130494.983674 @@ -155796,8 +162382,8 @@ https://linkerd.io/2020/06/09/announcing-linkerd-2.8/index.html: - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://linkerd.io/2021/05/27/linkerd-vs-istio-benchmarks/index.html: + addition_method: manual content_hash: 789ee61f83375a9f5d20d9ef6b62a95730aaf1ef601d73f86e708057bc1b5adc description: '' health_score: 100.0 @@ -155813,8 +162399,8 @@ https://linkerd.io/2021/05/27/linkerd-vs-istio-benchmarks/index.html: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://linkerd.io/2021/07/28/announcing-cncf-graduation: + addition_method: manual content_hash: f25aabde3801ad31bd970b31a10178fd5f2d71fc2c6e68ed48ad41240f834751 description: '' health_score: 100.0 @@ -155825,8 +162411,8 @@ https://linkerd.io/2021/07/28/announcing-cncf-graduation: v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://linkerd.io/2021/07/28/announcing-cncf-graduation/index.html: + addition_method: manual content_hash: 0cd926d43ba3c4a93c18f5f253ab8bbe5a4996e56869f188789b6a1885d631b2 health_score: 100.0 last_checked: 1779130494.984389 @@ -155837,8 +162423,8 @@ https://linkerd.io/2021/07/28/announcing-cncf-graduation/index.html: - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://linkerd.io/2021/11/29/linkerd-vs-istio-benchmarks-2021/index.html: + addition_method: manual content_hash: f720263b842df11808528a5f6acd06d304c67d6371ff71f71c4571e97c7283a0 description: '' health_score: 100.0 @@ -155854,8 +162440,8 @@ https://linkerd.io/2021/11/29/linkerd-vs-istio-benchmarks-2021/index.html: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://linkerd.io/2021/12/28/using-kubernetess-new-bound-service-account-tokens-for-secure-workload-identity: + addition_method: manual content_hash: ec9d042e3c08dbd75b50b0c7e5508936b905256309179f75431203eb23e2f976 description: '' health_score: 100.0 @@ -155867,8 +162453,8 @@ https://linkerd.io/2021/12/28/using-kubernetess-new-bound-service-account-tokens v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://linkerd.io/2021/12/28/using-kubernetess-new-bound-service-account-tokens-for-secure-workload-identity/index.html: + addition_method: manual ai_summary: Describes how Linkerd leverages Bound Service Account Tokens to construct cryptographic workload identity, showing their security advantages over older token mechanisms. @@ -155890,8 +162476,8 @@ https://linkerd.io/2021/12/28/using-kubernetess-new-bound-service-account-tokens v2_locations: - kubernetes-security.md year: '2021' - addition_method: manual https://linkerd.io/2022/03/09/announcing-automated-multi-cluster-failover-for-kubernetes: + addition_method: manual content_hash: 8c088bb2c55479efa951a6cfa955246bebc283d62ced9f20c4c7ace840a632af description: '' health_score: 100.0 @@ -155902,8 +162488,8 @@ https://linkerd.io/2022/03/09/announcing-automated-multi-cluster-failover-for-ku v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://linkerd.io/2022/03/09/announcing-automated-multi-cluster-failover-for-kubernetes/index.html: + addition_method: manual content_hash: 31de7100cfa8004d45ab9d370c6145904a5334a73227da1a981604e4994b6f1a health_score: 100.0 last_checked: 1779130495.015528 @@ -155914,8 +162500,8 @@ https://linkerd.io/2022/03/09/announcing-automated-multi-cluster-failover-for-ku - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://linoxide.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155929,8 +162515,8 @@ https://linoxide.com: v2_locations: - linux.md year: N/A - addition_method: manual https://linoxide.com/linux-command/use-ip-command-linux: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -155944,8 +162530,8 @@ https://linoxide.com/linux-command/use-ip-command-linux: v2_locations: - linux.md year: N/A - addition_method: manual https://linux.101hacks.com: + addition_method: manual ai_summary: A structured handbook consolidating practical hacks for effective system engineering. Covers CD navigation patterns, screen utility optimization, and quick administrative shortcuts. @@ -155972,8 +162558,8 @@ https://linux.101hacks.com: v2_locations: - linux.md year: '2020' - addition_method: manual https://linux.amitmaheshwari.in/2019/11/kubernetes-interview-questions-and.html: + addition_method: manual ai_summary: Curator Insight focuses on early Kubernetes objects, pods, and container scheduling parameters. Live Grounding validates that core orchestrator architectures have remained highly stable, keeping these legacy concepts relevant. It targets @@ -156002,8 +162588,8 @@ https://linux.amitmaheshwari.in/2019/11/kubernetes-interview-questions-and.html: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://linux.slashdot.org/story/21/11/27/0328223/aws-embraces-fedora-linux-for-its-cloud-based-amazon-linux: + addition_method: manual content_hash: c2e1804bd5b3f7e0b8ff241ccf20538941a4bbcd0ce94a6c1516d130e951c553 description: '' health_score: 100.0 @@ -156020,8 +162606,8 @@ https://linux.slashdot.org/story/21/11/27/0328223/aws-embraces-fedora-linux-for- v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://linuxacademy.com/blog/containers/kubernetes-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156035,8 +162621,8 @@ https://linuxacademy.com/blog/containers/kubernetes-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://linuxacademy.com/blog/red-hat/ansible-roles-explained: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156050,8 +162636,8 @@ https://linuxacademy.com/blog/red-hat/ansible-roles-explained: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://linuxconfig.org/python-tuples: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156065,8 +162651,8 @@ https://linuxconfig.org/python-tuples: v2_locations: - python.md year: N/A - addition_method: manual https://linuxctl.com/2017/01/ansible---interacting-with-external-rest-api: + addition_method: manual content_hash: c87e4de21400f955dd527b8efbc6afe83bdf18ae90b9fde603992ba0503bb67f description: '' health_score: 100.0 @@ -156081,8 +162667,8 @@ https://linuxctl.com/2017/01/ansible---interacting-with-external-rest-api: v2_locations: - ansible.md year: N/A - addition_method: manual https://linuxera.org/writing-operators-using-operator-framework: + addition_method: manual content_hash: 80476dbd3d1bd879d9f1ea6b6d167814e082e5c63d88185351a3b6d384271ac3 description: '' health_score: 100.0 @@ -156098,8 +162684,8 @@ https://linuxera.org/writing-operators-using-operator-framework: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://linuxhandbook.com/cheatsheets/yum: + addition_method: manual content_hash: e7572c0ff3cffdb7878c15d6725078382f34d59dce3d415a0541b68cdceaef8f health_score: 100.0 last_checked: 1779130494.999821 @@ -156111,8 +162697,8 @@ https://linuxhandbook.com/cheatsheets/yum: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://linuxhandbook.com/container-lifecycle-docker-commands: + addition_method: manual content_hash: 11d4c82195c90aa223ca9f45886739d07444368ac409750b84d3c6864f985f10 description: '' health_score: 100.0 @@ -156129,8 +162715,8 @@ https://linuxhandbook.com/container-lifecycle-docker-commands: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://linuxhandbook.com/variables-bash-script: + addition_method: manual ai_summary: This guide explains advanced Bash variable features like parameter expansion, default-value fallback assignments, and string slices. Excellent for reducing verbose conditionals. @@ -156158,8 +162744,8 @@ https://linuxhandbook.com/variables-bash-script: v2_locations: - linux.md year: N/A - addition_method: manual https://linuxhandbook.com/yaml-basics: + addition_method: manual ai_summary: Curator Insight details the core structural mechanics of YAML, specifically maps, lists, scalar types, and multi-line strings. Live Grounding explores standard DevOps implementations (such as Docker Compose and Kubernetes manifests) where @@ -156189,8 +162775,8 @@ https://linuxhandbook.com/yaml-basics: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://linuxhandbook.com/yum-cheatsheet: + addition_method: manual content_hash: 8fd103d43d30f1b3cf4ab8c62f8872dc5bb864148c6e8e8f56dc374e171a39f8 description: '' health_score: 100.0 @@ -156201,8 +162787,8 @@ https://linuxhandbook.com/yum-cheatsheet: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://linuxjourney.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156216,8 +162802,8 @@ https://linuxjourney.com: v2_locations: - linux.md year: N/A - addition_method: manual https://linuxjourney.com/lesson/the-shell: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156231,8 +162817,8 @@ https://linuxjourney.com/lesson/the-shell: v2_locations: - linux.md year: N/A - addition_method: manual https://linuxtechlab.com/ansible-tutorial-simple-commands: + addition_method: manual content_hash: e5113f8e91dca92e441be9cc747afcdf4fdfe205b090cac2b2ec79eff9ba6fd3 description: '' health_score: 100.0 @@ -156248,8 +162834,8 @@ https://linuxtechlab.com/ansible-tutorial-simple-commands: v2_locations: - ansible.md year: N/A - addition_method: manual https://linuxtechlab.com/learn-create-dockerfile-example: + addition_method: manual content_hash: d1a43e318d0c220e28a211024e861737bed2e3267a1bf57f8090dc1be1cce64a description: '' health_score: 100.0 @@ -156265,8 +162851,8 @@ https://linuxtechlab.com/learn-create-dockerfile-example: v2_locations: - demos.md year: N/A - addition_method: manual https://linuxtechlab.com/search-a-file-in-linux-using-find-locate-command: + addition_method: manual ai_summary: Curator Insight contrasts the real-time search capabilities of `find` with the database-indexed retrieval speed of `locate`. Live Grounding shows that while modern tools like `fd` offer faster performance, `find` is guaranteed to @@ -156296,8 +162882,8 @@ https://linuxtechlab.com/search-a-file-in-linux-using-find-locate-command: v2_locations: - linux.md year: N/A - addition_method: manual https://liora.io/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipelines-with-yaml: + addition_method: manual content_hash: 857ade0ed8349c9cab6376e3e326114211e785324e4114f006a384c4fae598ab health_score: 100.0 last_checked: 1779130495.030453 @@ -156309,8 +162895,8 @@ https://liora.io/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipelines-wit - docs/azure.md v2_locations: - azure.md - addition_method: manual https://liora.io/en/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool: + addition_method: manual content_hash: f13f4109efaf8af871f4dacbfb616cffc7c00505c83f1f7f425f8e44b16b9227 health_score: 100.0 last_checked: 1779130495.026078 @@ -156323,16 +162909,16 @@ https://liora.io/en/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool: v2_locations: - azure.md - index.md - addition_method: manual https://liquidat.wordpress.com/2016/06/27/howto-writing-an-ansible-module-for-a-rest-api: + addition_method: manual content_hash: 80e15363d4e39a54c634ff4414f45f692ec551eb28c4e9a11c14bd7de336c814 health_score: 100.0 last_checked: 1779029377.986472 needs_ai_refresh: true v1_locations: - docs/ansible.md - addition_method: manual https://liquidat.wordpress.com/2021/08/15/good-bye-red-hat: + addition_method: manual ai_summary: An open-source engineer's personal retrospective on departing Red Hat. Explores the cultural, technical, and structural evolutions of enterprise Linux and open-source infrastructure. @@ -156360,9 +162946,9 @@ https://liquidat.wordpress.com/2021/08/15/good-bye-red-hat: v2_locations: - recruitment.md year: N/A - addition_method: manual ? https://lisowski0925.medium.com/using-kubernetes-csrs-and-rbac-for-cluster-user-authentication-and-authorization-9df5498655cd -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029371.125907 @@ -156376,8 +162962,8 @@ https://liquidat.wordpress.com/2021/08/15/good-bye-red-hat: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://livecodestream.dev/post/2020-08-21-git-concepts-and-workflow-for-beginners: + addition_method: manual content_hash: 173202ab6dc904439d9dc9c6336d322758dae7c8b36dddde212069261fc00577 description: '' health_score: 100.0 @@ -156388,8 +162974,8 @@ https://livecodestream.dev/post/2020-08-21-git-concepts-and-workflow-for-beginne v1_locations: - docs/git.md year: N/A - addition_method: manual https://livecodestream.dev/post/five-advanced-git-concepts-that-make-you-look-like-a-pro: + addition_method: manual content_hash: 173202ab6dc904439d9dc9c6336d322758dae7c8b36dddde212069261fc00577 description: '' health_score: 100.0 @@ -156401,8 +162987,8 @@ https://livecodestream.dev/post/five-advanced-git-concepts-that-make-you-look-li v1_locations: - docs/git.md year: N/A - addition_method: manual https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions: + addition_method: manual content_hash: 8f59666b4547194264f996e3f079f3f2080e59c3ad4de57a435d92018d4598b8 description: '' health_score: 100.0 @@ -156422,8 +163008,8 @@ https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenari - kubernetes-operators-controllers.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://localstack.cloud: + addition_method: manual content_hash: 2a76ebcbf6fffb7e59e729e088ea3597514f1c58cfa6e5088a1394589c4b0e17 description: '' health_score: 100.0 @@ -156434,8 +163020,8 @@ https://localstack.cloud: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://locust.io: + addition_method: manual ai_summary: Locust is a highly flexible, open-source distributed user simulation tool written in Python. Test behaviors are defined naturally as Python code, avoiding complex UI scripting configurations. @@ -156462,8 +163048,8 @@ https://locust.io: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://loft-sh.medium.com/10-essentials-for-kubernetes-access-control-a67ae72977dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156477,8 +163063,8 @@ https://loft-sh.medium.com/10-essentials-for-kubernetes-access-control-a67ae7297 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://loft-sh.medium.com/how-virtual-kubernetes-clusters-can-speed-up-your-local-development-e5645614a3c5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156493,8 +163079,8 @@ https://loft-sh.medium.com/how-virtual-kubernetes-clusters-can-speed-up-your-loc v2_locations: - kubernetes.md year: N/A - addition_method: manual https://loft-sh.medium.com/kubernetes-network-policies-a-practitioners-guide-c9bb4cdd0dbc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156509,8 +163095,8 @@ https://loft-sh.medium.com/kubernetes-network-policies-a-practitioners-guide-c9b v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://loft-sh.medium.com/kubernetes-statefulset-examples-best-practices-902cd50f7fff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156520,8 +163106,8 @@ https://loft-sh.medium.com/kubernetes-statefulset-examples-best-practices-902cd5 v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/10-essentials-for-kubernetes-multi-tenancy: + addition_method: manual content_hash: 22d19aae8b023938844cffd26143b4fb4190c7b88a5a80905630db927b8ce956 description: '' health_score: 100.0 @@ -156532,8 +163118,8 @@ https://loft.sh/blog/10-essentials-for-kubernetes-multi-tenancy: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/checklist-for-kubernetes-based-development: + addition_method: manual content_hash: 4cd281415d30ca4ff222d0ac17b508936a53c74664f334ed8ff5ea4f33bb4887 description: '' health_score: 100.0 @@ -156544,8 +163130,8 @@ https://loft.sh/blog/checklist-for-kubernetes-based-development: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://loft.sh/blog/docker-compose-to-kubernetes-step-by-step-migration: + addition_method: manual content_hash: 824c1816da043e3adaf73df0a784afc793459b47e3d40d86804e2b7f1bf187d9 description: '' health_score: 100.0 @@ -156556,8 +163142,8 @@ https://loft.sh/blog/docker-compose-to-kubernetes-step-by-step-migration: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/gitops-kubernetes-explained: + addition_method: manual content_hash: 53e6c98eb720500ca689bbec0a4f1d555069edc6e8113d4a05d1936092d4bb68 description: '' health_score: 100.0 @@ -156568,8 +163154,8 @@ https://loft.sh/blog/gitops-kubernetes-explained: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://loft.sh/blog/how-to-set-up-kubernetes-requests-and-limits: + addition_method: manual content_hash: 3a675c7749d009f94d3fc6decd154b7a6af0c2e1bbe7ade58a5b531816be8b11 description: '' health_score: 100.0 @@ -156580,8 +163166,8 @@ https://loft.sh/blog/how-to-set-up-kubernetes-requests-and-limits: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-admission-controllers-what-they-are-and-why-they-matter: + addition_method: manual content_hash: f575d6cf646af7baa351282e47e6fe95ef502ada5be8646998a811c269e90602 description: '' health_score: 100.0 @@ -156592,8 +163178,8 @@ https://loft.sh/blog/kubernetes-admission-controllers-what-they-are-and-why-they v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-and-ldap-enterprise-authentication-for-kubernetes: + addition_method: manual content_hash: 58336cdb82fef162f3126705ea74fd1526da26f57cadb68f97245b6e659c44b5 description: '' health_score: 100.0 @@ -156604,8 +163190,8 @@ https://loft.sh/blog/kubernetes-and-ldap-enterprise-authentication-for-kubernete v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-cost-monitoring-with-prometheus-and-grafana: + addition_method: manual content_hash: 8d2fa09804a391982ec003b89b1c5dc2653a8f24c14d8038f90998b8dea27921 description: '' health_score: 100.0 @@ -156616,8 +163202,8 @@ https://loft.sh/blog/kubernetes-cost-monitoring-with-prometheus-and-grafana: v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-cost-savings: + addition_method: manual content_hash: 512a235e1ff0b7ed4f57b48c6b84a64876c3f7613e7e74f913342555e1a062b4 description: '' health_score: 100.0 @@ -156628,8 +163214,8 @@ https://loft.sh/blog/kubernetes-cost-savings: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-dashboards-headlamp: + addition_method: manual content_hash: c387d5f2fd50eecb4253b11b554b718f310f51289c033385d5d57258e92a3425 description: '' health_score: 100.0 @@ -156640,8 +163226,8 @@ https://loft.sh/blog/kubernetes-dashboards-headlamp: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-development-environments-comparison: + addition_method: manual content_hash: 0e29278d881a8f6776167ec6bdea0160bff02f0ce312c2939e2d55b143a9a99c description: '' health_score: 100.0 @@ -156652,8 +163238,8 @@ https://loft.sh/blog/kubernetes-development-environments-comparison: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-monitoring-dashboards-5-best-open-source-tools: + addition_method: manual content_hash: ddabb7c5ff924b4a5fb7196428115b00e91ee150bacb4f6e48ca4b3aa76b4a8f description: '' health_score: 100.0 @@ -156664,8 +163250,8 @@ https://loft.sh/blog/kubernetes-monitoring-dashboards-5-best-open-source-tools: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-multi-tenancy-why-virtual-clusters-are-the-best-solution: + addition_method: manual content_hash: a303dfff3d7707b8952c8b126315047d6c58f6e995e8ba8a894c13f8c5c74511 description: '' health_score: 100.0 @@ -156676,8 +163262,8 @@ https://loft.sh/blog/kubernetes-multi-tenancy-why-virtual-clusters-are-the-best- v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-network-policies-a-practitioners-guide: + addition_method: manual content_hash: 9e6a89f3124705b8c291f0e8a986c7a4f5d1e4fc66c40487027de86d4f1930d6 description: '' health_score: 100.0 @@ -156688,8 +163274,8 @@ https://loft.sh/blog/kubernetes-network-policies-a-practitioners-guide: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-network-policies-for-isolating-namespaces: + addition_method: manual content_hash: 244df131649df88f17e028995910d6c9dfa6cbe3645fb75c88d51b2a5434f966 description: '' health_score: 100.0 @@ -156700,8 +163286,8 @@ https://loft.sh/blog/kubernetes-network-policies-for-isolating-namespaces: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-nginx-ingress-10-useful-configuration-options: + addition_method: manual content_hash: da34442488b79340a7becf13144fe882f8fc2121c4e7a235fe0d226fce0ee10e description: '' health_score: 100.0 @@ -156712,8 +163298,8 @@ https://loft.sh/blog/kubernetes-nginx-ingress-10-useful-configuration-options: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-on-windows-6-life-saving-tools-and-tips: + addition_method: manual content_hash: fa28fe7032a5c397437a305a55aed5404bc316b3ad440442bba2a8b6d1437381 description: '' health_score: 100.0 @@ -156725,8 +163311,8 @@ https://loft.sh/blog/kubernetes-on-windows-6-life-saving-tools-and-tips: - docs/kubernetes-tools.md - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-rbac-basics-and-advanced-patterns: + addition_method: manual content_hash: b731d83433777dfc4f031101136e8ccc3b63d764bd64613a953e001cdc416ed0 description: '' health_score: 100.0 @@ -156737,8 +163323,8 @@ https://loft.sh/blog/kubernetes-rbac-basics-and-advanced-patterns: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-readiness-probes-examples-common-pitfalls: + addition_method: manual content_hash: df221a2ca8fc8645d4b7c8ad16bb4a1c9a3875aebe631aac2189a8dad17dbcbb description: '' health_score: 100.0 @@ -156749,8 +163335,8 @@ https://loft.sh/blog/kubernetes-readiness-probes-examples-common-pitfalls: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-statefulset-examples-and-best-practices: + addition_method: manual content_hash: 2a2334056751d73be559454db2e154eac7fa4b04b8d56e5c95916cba7ee3701b description: '' health_score: 100.0 @@ -156761,8 +163347,8 @@ https://loft.sh/blog/kubernetes-statefulset-examples-and-best-practices: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/kubernetes-virtual-clusters-for-ci-cd-testing: + addition_method: manual content_hash: 03d39972e3d20c3acfd8d63dec4947eea033c33ecaa00e4612b78e64462c2589 description: '' health_score: 100.0 @@ -156773,8 +163359,8 @@ https://loft.sh/blog/kubernetes-virtual-clusters-for-ci-cd-testing: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/multi-tenant-kubernetes-clusters-challenges-and-useful-tooling: + addition_method: manual content_hash: f1e0316a590c8f83963277692b994c8b1e3ad8ec0f9471d4d453a5b260fbc0a6 description: '' health_score: 100.0 @@ -156785,8 +163371,8 @@ https://loft.sh/blog/multi-tenant-kubernetes-clusters-challenges-and-useful-tool v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/platform-engineering-the-definitive-guide: + addition_method: manual content_hash: 3f81a07484e0f093a21e00a377250111c77acba121d8007885cb40c3c3b25fce description: '' health_score: 100.0 @@ -156797,8 +163383,8 @@ https://loft.sh/blog/platform-engineering-the-definitive-guide: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://loft.sh/blog/reduce-kubernetes-cost: + addition_method: manual content_hash: 512a235e1ff0b7ed4f57b48c6b84a64876c3f7613e7e74f913342555e1a062b4 description: '' health_score: 100.0 @@ -156809,8 +163395,8 @@ https://loft.sh/blog/reduce-kubernetes-cost: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/self-service-kubernetes-namespaces-are-a-game-changer: + addition_method: manual content_hash: 6e3bf68be75cc0a83925e9e79cfce475dbfceeafacabcb4008420dca7f550473 description: '' health_score: 100.0 @@ -156821,8 +163407,8 @@ https://loft.sh/blog/self-service-kubernetes-namespaces-are-a-game-changer: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://loft.sh/blog/skaffold-vs-tilt-vs-devspace: + addition_method: manual content_hash: 1f601f4e9f8d602e0c1e1249958f2dacd196930fa4c62270498a8a4ea56463a5 description: '' health_score: 100.0 @@ -156833,8 +163419,8 @@ https://loft.sh/blog/skaffold-vs-tilt-vs-devspace: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://loft.sh/blog/the-cost-of-managed-kubernetes-a-comparison: + addition_method: manual content_hash: d8525ff50149456a7791b51875e6183b4de9c40fffe35b2b9879e01777bee818 description: '' health_score: 100.0 @@ -156845,8 +163431,8 @@ https://loft.sh/blog/the-cost-of-managed-kubernetes-a-comparison: v1_locations: - docs/finops.md year: N/A - addition_method: manual https://loft.sh/blog/using-kubernetes-ephemeral-containers-for-troubleshooting: + addition_method: manual content_hash: 243ac4ca346db38ab8b2bd6917fa69ddb81573f6e77969c408476d670c217f7b description: '' health_score: 100.0 @@ -156857,8 +163443,8 @@ https://loft.sh/blog/using-kubernetes-ephemeral-containers-for-troubleshooting: v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://logging.apache.org/log4j/2.x/security.html: + addition_method: manual content_hash: c2ac5cc920971d3734f8bca8d53cdc1e7a68b0c2902600103b6411a78ea4ad68 description: '' health_score: 100.0 @@ -156869,8 +163455,8 @@ https://logging.apache.org/log4j/2.x/security.html: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://logging.apache.org/security.html: + addition_method: manual ai_summary: The authoritative Apache reference detailing vulnerabilities across the Log4j library ecosystem. Establishes official mitigation frameworks, patching pathways, and dependency update structures for system administrators. @@ -156891,9 +163477,9 @@ https://logging.apache.org/security.html: v2_locations: - devsecops.md year: '2025' - addition_method: manual ? https://login.microsoftonline.com/common/oauth2/v2.0/authorize?client_id=09213cdc-9f30-4e82-aa6f-9b6e8d82dab3&redirect_uri=https%3A%2F%2Ftechcommunity.microsoft.com%2Ft5%2Fs%2Fauth%2Foauth2callback%2Fproviderid%2Fdefault&response_type=code&state=l6szqle4bzDgvgJagl8z4PdMvpp_5xu-WPFDEhepQ0JV4o6p1Oiy79YAZuEPj3BnEO_EXjdV2VJH4ckf68foAKVHFZ9zL0POiDIgyviNM2LPLGkKCrmP95s8cCy29jWSMUodTlRNE7u4fcWrQ3_-0x0suxxUZh0nRgtFL0BouINjnmwDFGMwFhi1w5p0fjhA99nnnjuaIC8aIgq1A2Orcmawz9DQyoYwqLMlKMupP-U&scope=User.Read+openid+email+profile+offline_access&referer=https%3A%2F%2Ftechcommunity.microsoft.com%2Fblog%2F-%2Fintroduction-to-azure-devops-workload-identity-federation-oidc%2F3908687 -: content_hash: 03d6c7ba42ee4bd58d9869da5091e0480d3c7397888c94ad9c249b31c3772456 +: addition_method: manual + content_hash: 03d6c7ba42ee4bd58d9869da5091e0480d3c7397888c94ad9c249b31c3772456 health_score: 100.0 last_checked: 1779130495.023288 needs_ai_refresh: true @@ -156904,8 +163490,8 @@ https://logging.apache.org/security.html: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://logz.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156919,8 +163505,8 @@ https://logz.io: v2_locations: - prometheus.md year: N/A - addition_method: manual https://logz.io/blog/aws-ec2-metrics: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156935,8 +163521,8 @@ https://logz.io/blog/aws-ec2-metrics: v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://logz.io/blog/aws-lambda-metrics-monitoring-guide: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156952,8 +163538,8 @@ https://logz.io/blog/aws-lambda-metrics-monitoring-guide: - aws-monitoring.md - prometheus.md year: N/A - addition_method: manual https://logz.io/blog/finops-observability-monitoring-kubernetes-cost: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156967,8 +163553,8 @@ https://logz.io/blog/finops-observability-monitoring-kubernetes-cost: v2_locations: - finops.md year: N/A - addition_method: manual https://logz.io/blog/grok-pattern-examples-for-log-parsing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156982,8 +163568,8 @@ https://logz.io/blog/grok-pattern-examples-for-log-parsing: v2_locations: - monitoring.md year: N/A - addition_method: manual https://logz.io/blog/kibana-tutorial-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -156993,8 +163579,8 @@ https://logz.io/blog/kibana-tutorial-2: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://logz.io/blog/logstash-grok: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157008,8 +163594,8 @@ https://logz.io/blog/logstash-grok: v2_locations: - monitoring.md year: N/A - addition_method: manual https://logz.io/blog/monitoring-reality-check: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157023,8 +163609,8 @@ https://logz.io/blog/monitoring-reality-check: v2_locations: - monitoring.md year: N/A - addition_method: manual https://logz.io/blog/open-source-monitoring-tools-for-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157038,8 +163624,8 @@ https://logz.io/blog/open-source-monitoring-tools-for-kubernetes: v2_locations: - monitoring.md year: N/A - addition_method: manual https://logz.io/blog/open-source-observability-adoption-migration-curve: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157053,8 +163639,8 @@ https://logz.io/blog/open-source-observability-adoption-migration-curve: v2_locations: - monitoring.md year: N/A - addition_method: manual https://logz.io/blog/opensearch-1-0-ga-generally-available-elasticsearch-kibana-fork: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157068,8 +163654,8 @@ https://logz.io/blog/opensearch-1-0-ga-generally-available-elasticsearch-kibana- v2_locations: - monitoring.md year: N/A - addition_method: manual https://logz.io/blog/prometheus-as-a-service-launch: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157079,8 +163665,8 @@ https://logz.io/blog/prometheus-as-a-service-launch: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://logz.io/blog/unified-observability-kubernetes-360: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157090,8 +163676,8 @@ https://logz.io/blog/unified-observability-kubernetes-360: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://logz.io/blog/windows-kubernetes-nodes-aks-metrics: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157105,8 +163691,8 @@ https://logz.io/blog/windows-kubernetes-nodes-aks-metrics: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://logz.io/learn/opentelemetry-guide: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157116,9 +163702,9 @@ https://logz.io/learn/opentelemetry-guide: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual ? https://logz.io/news-posts/logz-io-announces-support-for-opensearch-a-community-driven-open-source-fork-of-elasticsearch-and-kibana -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031458.560562 @@ -157132,8 +163718,8 @@ https://logz.io/learn/opentelemetry-guide: v2_locations: - monitoring.md year: N/A - addition_method: manual https://lonesysadmin.net: + addition_method: manual ai_summary: A highly informative systems engineering blog run by a veteran enterprise administrator, delivering real-world troubleshooting case studies, virtualization tips, and server architecture notes. @@ -157160,8 +163746,8 @@ https://lonesysadmin.net: v2_locations: - linux.md year: N/A - addition_method: manual https://longhorn.io: + addition_method: manual content_hash: ed86f9e3576e0c3c40b2391b9a6c67d849e30dd34725973d06fe683122ff95df description: '' health_score: 100.0 @@ -157177,8 +163763,8 @@ https://longhorn.io: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://loopholelabs.io: + addition_method: manual health_score: 100.0 last_checked: 1779130494.921841 status: online @@ -157188,8 +163774,8 @@ https://loopholelabs.io: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://lordofthejars.github.io/quarkus-cheat-sheet: + addition_method: manual content_hash: 453c9095c63afb5bbdd8c8918cdcfb40477f603dfd69702e2487ef16b73d1b36 description: '' health_score: 100.0 @@ -157205,8 +163791,8 @@ https://lordofthejars.github.io/quarkus-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://loves.cloud/ci-cd-pipeline-using-docker-and-jenkins: + addition_method: manual content_hash: d71021e7f2c53e2e3b5db8a9d221b13afdebc9bd5573587af1534da80b34bf1a description: '' health_score: 100.0 @@ -157222,8 +163808,8 @@ https://loves.cloud/ci-cd-pipeline-using-docker-and-jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://loves.cloud/creation-of-a-fully-automated-devsecops-cicd-pipeline: + addition_method: manual ai_summary: Details the construction of an automated CI/CD pipeline integrated with security scans. Covers shifts-left practices, artifact scanning (Trivy), and secure container registry promotion. @@ -157250,8 +163836,8 @@ https://loves.cloud/creation-of-a-fully-automated-devsecops-cicd-pipeline: v2_locations: - devsecops.md year: N/A - addition_method: manual https://loves.cloud/kubernetes-an-introduction: + addition_method: manual content_hash: e3d821f52b15766012ee9fa8836c0740a92a57168786c78b8819c7b3ea9c4b83 description: '' health_score: 100.0 @@ -157267,8 +163853,8 @@ https://loves.cloud/kubernetes-an-introduction: v2_locations: - introduction.md year: N/A - addition_method: manual https://loves.cloud/setting-up-a-kubernetes-cluster-on-ubuntu-18-04: + addition_method: manual ai_summary: Step-by-step tutorial for building a Kubernetes control plane and node infrastructure on Ubuntu 18.04 VMs using kubeadm. Explores Docker runtime configuration and basic CNI setups. Highly legacy given newer Ubuntu releases and containerd/CRI-O @@ -157296,8 +163882,8 @@ https://loves.cloud/setting-up-a-kubernetes-cluster-on-ubuntu-18-04: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://lucid.co/blog/agile-vs-waterfall-vs-kanban-vs-scrum: + addition_method: manual content_hash: fa114b73f1122af3bc935081a6f43d35631c14bfcb44a1d4afdd75d55e55d1dc health_score: 100.0 last_checked: 1779130494.955855 @@ -157308,15 +163894,15 @@ https://lucid.co/blog/agile-vs-waterfall-vs-kanban-vs-scrum: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://lucid.co/lucidscale: + addition_method: manual content_hash: 752081eef220ca146312d72c672f3a0ad5b22a1bbb53d63dc25e17ce0476de2f health_score: 100.0 last_checked: 1779130494.976235 v1_locations: - docs/cloud-arch-diagrams.md - addition_method: manual https://lucid.co/marketplace/91074b9b/aws: + addition_method: manual health_score: 100.0 last_checked: 1779130494.988307 status: online @@ -157326,8 +163912,8 @@ https://lucid.co/marketplace/91074b9b/aws: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://lucidscale.com: + addition_method: manual content_hash: f86b851e42c2dc350188fba6ffe061249a0358cc1fd5e9834c88f5f4cbfc0178 description: '' health_score: 100.0 @@ -157337,8 +163923,8 @@ https://lucidscale.com: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://lucperkins.dev/blog/service-mesh-use-cases: + addition_method: manual content_hash: b88073557ddac71a870949b4c7070c0f3a75e37e4c3c43862175eee15c96dae7 description: '' health_score: 100.0 @@ -157354,8 +163940,8 @@ https://lucperkins.dev/blog/service-mesh-use-cases: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://luis-sena.medium.com/automated-aws-load-balancer-warm-up-d0b4084c8bbc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157369,8 +163955,8 @@ https://luis-sena.medium.com/automated-aws-load-balancer-warm-up-d0b4084c8bbc: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://luke.geek.nz/azure/azure-architecture-solution-requirement-consideration-checklist: + addition_method: manual content_hash: 815703ce21e75bd033bf46da5d1ce68b1077386dda6d526f346e12eaf0361257 description: '' health_score: 100.0 @@ -157387,8 +163973,8 @@ https://luke.geek.nz/azure/azure-architecture-solution-requirement-consideration v2_locations: - azure.md year: N/A - addition_method: manual https://luke.geek.nz/azure/azure-naming-tool-api-bicep-resources: + addition_method: manual content_hash: 3930261eeeeb37330f34dd941dd169812111a080fc92d90165b8f11e2f648a9e description: '' health_score: 100.0 @@ -157404,8 +163990,8 @@ https://luke.geek.nz/azure/azure-naming-tool-api-bicep-resources: v2_locations: - azure.md year: N/A - addition_method: manual https://luke.geek.nz/azure/export-azure-devops-repos-azure-storage-account: + addition_method: manual content_hash: 866bdbebd3d78506be99c40940d34027f1ca13a5e7db3af939ce581ba243a11e description: '' health_score: 100.0 @@ -157421,8 +164007,8 @@ https://luke.geek.nz/azure/export-azure-devops-repos-azure-storage-account: v2_locations: - azure.md year: N/A - addition_method: manual https://lukechannings.com/blog/2020-05-10-kubernetes-gitops-lessons: + addition_method: manual content_hash: 5eee5bb88704659ed39c8623deff48f076d57971a31865285a1f8639bfbfc137 health_score: 100.0 last_checked: 1779130494.929674 @@ -157433,8 +164019,8 @@ https://lukechannings.com/blog/2020-05-10-kubernetes-gitops-lessons: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://luminousmen.com/post/a-very-quick-introduction-to-the-pain-of-aws-cloudformation: + addition_method: manual content_hash: cdccf9e15aa836949a39eb1d321b1407649b85d373a9066607f047239542d279 description: '' health_score: 100.0 @@ -157450,8 +164036,8 @@ https://luminousmen.com/post/a-very-quick-introduction-to-the-pain-of-aws-cloudf v2_locations: - aws-iac.md year: N/A - addition_method: manual https://luminousmen.com/post/kubernetes-101: + addition_method: manual content_hash: a5ec45dec8aaa1307b4269a3310a8f399c73eee32911f80eaf8095bcce205a46 description: '' health_score: 100.0 @@ -157467,8 +164053,8 @@ https://luminousmen.com/post/kubernetes-101: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://luraproject.org: + addition_method: manual content_hash: 98d6f077f5ac87bcdc04fe1bfdfd579908c584967d916f7d87e2cb50036ef521 description: '' health_score: 100.0 @@ -157484,16 +164070,127 @@ https://luraproject.org: v2_locations: - developerportals.md year: N/A - addition_method: manual https://lwkd.info: + addition_method: manual content_hash: abef4c1b542697bc31eb06ea8f7e6be97a0e0349b6ac94e5a74183ef8c6c6009 health_score: 100.0 last_checked: 1779032159.306171 needs_ai_refresh: true v1_locations: - docs/kubernetes-newsletters.md - addition_method: manual +https://lwkd.info/2026/20260514: + addition_method: automatic + ai_summary: 'This issue of Last Week in Kubernetes Development (LWKD) highlights + Jack Francis being nominated as the new chair of SIG Autoscaling, the closure + of v1.37 Release Team shadow applications, and the publication of patch releases + v1.33.12 through v1.36.1. + + + Key architectural and development updates detailed in this issue include: + + * Implementations of new declarative validation guardrails. + + * Conditional authorization capabilities laying groundworks for v1.37.' + category: kubernetes-releases + complexity: Intermediate + content_hash: 39f631a61f5ff2fd463a52b82a9169849a0a68d87cce8e79653bd3694282d80d + description: Weekly review of Kubernetes development, focusing on the latest PRs, + API changes, and developer news in the k8s ecosystem. + hierarchy: + - Cloud Native + - Kubernetes + - Development News + is_microservice: false + language: en + last_checked: 1780351994.342465 + reputation_status: Vetted + reputation_summary: Widely respected and official-adjacent weekly summary of core + Kubernetes development, maintainers, and release cycles. + resource_type: Newsletter + social_preview_url: '' + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Week Ending May 10, 2026 | Last Week in Kubernetes Development + year: '2026' +https://lwkd.info/2026/20260522: + addition_method: automatic + ai_summary: 'Curator Insight: LWKD is the industry''s premier resource for tracking + internal development, API deprecations, and release status changes inside the + Kubernetes ecosystem. + + + Live Grounding: This specific edition for the week ending May 17, 2026, aggregates + SIG-Contributor Experience reviews, key code merges, and technical changes in + core development, offering an essential digest for cloud platform engineers operating + large-scale orchestrators.' + category: cicd-kubernetes-plugins + complexity: Advanced + content_hash: 005bb35b3e7888077ee71bfc941309922fa4a5362a7ac747cb12b94982dadcf1 + description: The weekly engineering summary of merges, PRs, deprecations, and architectural + changes in the core Kubernetes codebase. + hierarchy: + - Container Orchestration + - Kubernetes + - Core Development + is_microservice: false + language: English + last_checked: 1780352404.14774 + reputation_status: Vetted + reputation_summary: The premier, community-vetted authority for deep technical developments + within the core Kubernetes engine. + resource_type: Newsletter + social_preview_url: '' + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - DE FACTO STANDARD + - ENTERPRISE-STABLE + title: Week Ending May 17, 2026 | Last Week in Kubernetes Development + year: '2026' +https://lwkd.info/2026/20260524: + addition_method: automatic + ai_summary: The May 24, 2026 edition of Last Week in Kubernetes Development (LWKD) + details the opening of the Kubernetes v1.37 release cycle and key developer updates, + including leadership transitions in SIG Batch. This issue highlights a watch-based + route controller reconciliation KEP, which replaces resource-intensive polling + loops with informer-driven watch mechanisms. It also covers performance optimizations + in the kube-proxy IPVS-mode and crucial bug fixes addressing leaked subPath volume + handles on Windows platforms. + category: kubernetes-newsletters + complexity: intermediate + content_hash: 28ffd3654b742a3e60592bee214ec7529e2249fe6b3bb57ff805af21d9d037c2 + description: A comprehensive developer-focused summary of the latest code merges, + KEPs, release schedules, and community changes in the Kubernetes project. + hierarchy: + - Kubernetes + - Developer Community + - Weekly Updates + is_microservice: false + language: en + last_checked: 1780352828.641491 + reputation_status: Vetted + reputation_summary: Industry-standard weekly digest summarizing core Kubernetes + development activity. + resource_type: newsletter + social_preview_url: '' + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: Last Week in Kubernetes Development - Week Ending May 24, 2026 + year: '2026' https://lwn.net: + addition_method: manual ai_summary: The premier journalistic standard for deep technical Linux kernel developments, security alerts, and system architecture updates. It features exceptional architectural breakdowns of core subsystem shifts. @@ -157519,8 +164216,8 @@ https://lwn.net: v2_locations: - linux.md year: N/A - addition_method: manual https://lynnlangit.medium.com/tech-anti-interviewing-106674655ea0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157534,8 +164231,8 @@ https://lynnlangit.medium.com/tech-anti-interviewing-106674655ea0: v2_locations: - recruitment.md year: N/A - addition_method: manual https://lzone.de: + addition_method: manual content_hash: 4cb47e9ca73349824c4488f08095de77fa2fe8c34658fa1c852abebf6a4125d9 health_score: 100.0 last_checked: 1779130494.947386 @@ -157547,8 +164244,8 @@ https://lzone.de: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://lzone.de/cheat-sheet/Docker%20Swarm: + addition_method: manual content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7 description: '' health_score: 100.0 @@ -157558,8 +164255,8 @@ https://lzone.de/cheat-sheet/Docker%20Swarm: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://lzone.de/cheat-sheet/Maven: + addition_method: manual content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7 description: '' health_score: 100.0 @@ -157569,8 +164266,8 @@ https://lzone.de/cheat-sheet/Maven: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://lzone.de/cheat-sheet/SSH: + addition_method: manual content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7 description: '' health_score: 100.0 @@ -157580,8 +164277,8 @@ https://lzone.de/cheat-sheet/SSH: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://lzone.de/cheat-sheet/Terraform: + addition_method: manual content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7 description: '' health_score: 100.0 @@ -157591,8 +164288,8 @@ https://lzone.de/cheat-sheet/Terraform: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://m.signalvnoise.com/running-spot-instances-effectively-with-amazon-eks: + addition_method: manual content_hash: a7ba0b6360bc882bc087f5aefd2cc30f87300bc3d991657d075f0207a29f22fb description: '' health_score: 100.0 @@ -157603,8 +164300,8 @@ https://m.signalvnoise.com/running-spot-instances-effectively-with-amazon-eks: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://m3db.io: + addition_method: manual content_hash: 2b9d158939a227ceebd01d8d69aea804da42577757b758d087d7cfd741daf5f0 health_score: 100.0 last_checked: 1779130494.948937 @@ -157615,8 +164312,8 @@ https://m3db.io: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://maarten.mulders.it/2020/11/whats-new-in-maven-4: + addition_method: manual ai_summary: Architectural outline detail highlighting the planned structural updates in Maven 4. Explains concepts like the consumer POM separation, multi-threaded optimization, and cleaner plugin APIs. @@ -157643,8 +164340,8 @@ https://maarten.mulders.it/2020/11/whats-new-in-maven-4: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://mad.firstmark.com: + addition_method: manual ai_summary: The industry-standard annual market map capturing thousands of Machine Learning, AI, and Data infrastructure ecosystems. Essential for tracking vendor consolidation, open-source project maturation, and emerging tooling trends. @@ -157671,9 +164368,9 @@ https://mad.firstmark.com: v2_locations: - ai.md year: N/A - addition_method: manual ? https://madeeshafernando.medium.com/capturing-heap-dumps-of-stateless-kubernetes-pods-before-container-termination-and-export-to-aws-s3-9602378ee60b -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034211.371633 @@ -157687,8 +164384,8 @@ https://mad.firstmark.com: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://madhuakula.com/kubernetes-goat: + addition_method: manual ai_summary: The premier interactive, intentionally vulnerable Kubernetes environment designed for learning cloud-native security. It features various real-world scenarios covering container escapes, SSRF, and credential harvesting, making it invaluable @@ -157716,8 +164413,8 @@ https://madhuakula.com/kubernetes-goat: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://madokai.medium.com/why-i-dont-consider-your-certifications-during-an-interview-fe4b62cf6f8c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157732,8 +164429,8 @@ https://madokai.medium.com/why-i-dont-consider-your-certifications-during-an-int - index.md - recruitment.md year: N/A - addition_method: manual https://magic-cookie.co.uk/iplist.html: + addition_method: manual content_hash: 6ec2086347ebab543fc9e92d162b24965ed4633c935dd15a066d87446cafdafa health_score: 100.0 last_checked: 1779029243.566891 @@ -157745,8 +164442,8 @@ https://magic-cookie.co.uk/iplist.html: - docs/networking.md v2_locations: - networking.md - addition_method: manual https://magnet.xataka.com/en-diez-minutos/esclavos-improductividad-70-reuniones-impiden-que-empleados-hagan-su-trabajo: + addition_method: manual content_hash: c8afa2c1df5bc2e46319a80dee548dcef48095118de2ffdfed28d20680314000 description: '' health_score: 100.0 @@ -157758,9 +164455,9 @@ https://magnet.xataka.com/en-diez-minutos/esclavos-improductividad-70-reuniones- v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual ? https://magnet.xataka.com/en-diez-minutos/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos -: content_hash: 95c3af12a163f8b47ad4e5236fd9fdf3de9957c1a9f4768a12746df19df4459a +: addition_method: manual + content_hash: 95c3af12a163f8b47ad4e5236fd9fdf3de9957c1a9f4768a12746df19df4459a description: '' health_score: 100.0 last_checked: 1779030268.288699 @@ -157771,8 +164468,8 @@ https://magnet.xataka.com/en-diez-minutos/esclavos-improductividad-70-reuniones- v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://maheshwari-bittu.medium.com/why-event-driven-architecture-eda-is-needed-fac2f00f25a8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157787,8 +164484,8 @@ https://maheshwari-bittu.medium.com/why-event-driven-architecture-eda-is-needed- v2_locations: - introduction.md year: N/A - addition_method: manual https://mahira-technology.medium.com/deploying-aws-codepipeline-with-terraform-d6613979d0b6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157803,8 +164500,8 @@ https://mahira-technology.medium.com/deploying-aws-codepipeline-with-terraform-d v2_locations: - demos.md year: N/A - addition_method: manual https://mahira-technology.medium.com/kubernetes-secrets-management-level-up-with-external-secrets-operator-ed7d32df2189: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157819,8 +164516,47 @@ https://mahira-technology.medium.com/kubernetes-secrets-management-level-up-with v2_locations: - kubernetes-security.md year: N/A - addition_method: manual +https://maintainermonth.github.com/partner-pack: + addition_method: automatic + ai_summary: 'An official developer ecosystem support portal curated by GitHub for + the annual Maintainer Month celebration in 2026. + + - It acts as a consolidated directory of partnerships providing cloud-native developers + with complimentary credits, feature flag systems, testing platforms, and threat + intelligence reports. + + - Key architectural integrations include CI/CD enhancements, security audit modules, + and dependency-updating systems specifically designed to improve OSS project maintainability.' + category: devel-sites + complexity: Intermediate + content_hash: 1cdeefef2912df2b947d799de16622b11e0c13bac1bd3136c8acc7bc085ca4e4 + description: A compiled ecosystem of exclusive tools, discounts, and workspace perks + dedicated to supporting open-source maintainers. + hierarchy: + - Software Engineering + - Open Source + - Maintainer Resources + - Community Ecosystems + is_microservice: false + language: en + last_checked: 1780352838.800994 + reputation_status: Vetted + reputation_summary: Highly trusted official initiative by GitHub celebrating open-source + maintainers. Well received and vetted by the broader developer community with + zero issues of stability or abandonment. + resource_type: website + social_preview_url: https://maintainermonth.github.com/images/og/partner-pack.png + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: open-source-resources + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Maintainer Month 2026 Partner Pack + year: '2026' https://maistra.io: + addition_method: manual ai_summary: The home portal for Maistra, the open-source upstream project that powers Red Hat OpenShift Service Mesh. Provides a tailored package of Istio, Jaeger, Kiali, and Envoy adapted specifically for multi-tenant, secure enterprise OpenShift @@ -157851,8 +164587,8 @@ https://maistra.io: - istio.md - kubernetes-tools.md year: N/A - addition_method: manual https://makefiletutorial.com: + addition_method: manual ai_summary: Curator Insight presents a comprehensive interactive guide to GNU Make templates and rules. Live Grounding reveals that despite the evolution of newer languages, Makefiles remain the primary orchestrator for local software builds, @@ -157882,8 +164618,8 @@ https://makefiletutorial.com: v2_locations: - linux.md year: N/A - addition_method: manual https://makendran.hashnode.dev/just-in-time-worker-nodes-with-karpenter: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157897,8 +164633,8 @@ https://makendran.hashnode.dev/just-in-time-worker-nodes-with-karpenter: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://mamaqueesscrum.com/2018/11/12/labores-que-un-product-owner-deberia-hacer-que-no-aparecen-en-la-scrum-guide: + addition_method: manual content_hash: cdfb5df12540e947fe3ee4d7bb29abec675eb7e2d21034425385e7e98ae12abd description: '' health_score: 100.0 @@ -157914,9 +164650,9 @@ https://mamaqueesscrum.com/2018/11/12/labores-que-un-product-owner-deberia-hacer v2_locations: - project-management-methodology.md year: N/A - addition_method: manual ? https://managedkube.com/gitops/flux/weaveworks/guide/tutorial/2020/05/01/a-complete-step-by-step-guide-to-implementing-a-gitops-workflow-with-flux.html -: content_hash: ca9b0982033aed98504a4a4bf5272ba4bd38e4b70c1b020b04cdc731abb89875 +: addition_method: manual + content_hash: ca9b0982033aed98504a4a4bf5272ba4bd38e4b70c1b020b04cdc731abb89875 description: '' health_score: 100.0 last_checked: 1779031140.797311 @@ -157934,8 +164670,8 @@ https://mamaqueesscrum.com/2018/11/12/labores-que-un-product-owner-deberia-hacer - flux.md - demos.md year: N/A - addition_method: manual https://managedkube.com/kubernetes/trace/ingress/service/port/not/matching/pod/k8sbot/2019/02/13/trace-ingress.html: + addition_method: manual content_hash: 93337c2cf22475d8189ef891773713b768937fe6ae6f1993be71cc0b970c188c description: '' health_score: 100.0 @@ -157951,8 +164687,8 @@ https://managedkube.com/kubernetes/trace/ingress/service/port/not/matching/pod/k v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://manfredmlange.medium.com/containerized-keycloak-in-development-2f9d079ec4a3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157966,8 +164702,8 @@ https://manfredmlange.medium.com/containerized-keycloak-in-development-2f9d079ec v2_locations: - devsecops.md year: N/A - addition_method: manual https://manifests.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -157981,8 +164717,8 @@ https://manifests.io: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://manz.dev/cheatsheets: + addition_method: manual content_hash: 1934b99d65e2f059ad3f15d1ba71b1ab8003bd7a179d3a721d768f093722256d description: '' health_score: 100.0 @@ -157998,8 +164734,12 @@ https://manz.dev/cheatsheets: v2_locations: - cheatsheets.md year: N/A - addition_method: manual +? https://maps.google.com/maps?q=18+China+St,+%2301-01+Ya+Kun+Kaya+Toast+(Far+East+Square),+Singapore+049560&ftid=0x31da190c7f13a56b:0xfa072ec1345f8321&entry=gps&shh=CAE&lucs=,94297699,100808504,94284460,94231188,94280568,47071704,94218641,94282134,94286869&g_ep=CAISEjI2LjE2LjAuODk4OTU0MjE1MBgAIIgnKlIsOTQyOTc2OTksMTAwODA4NTA0LDk0Mjg0NDYwLDk0MjMxMTg4LDk0MjgwNTY4LDQ3MDcxNzA0LDk0MjE4NjQxLDk0MjgyMTM0LDk0Mjg2ODY5QgJVUw%3D%3D&skid=0bd888ca-7b59-438a-af5f-992d9462bc9e&g_st=ic +: last_checked: 1780398878.782058 + score: 5 + status: FILTERED https://marcincuber.medium.com/amazon-eks-upgrade-journey-from-1-24-to-1-25-e1bcccc2f384: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -158013,8 +164753,8 @@ https://marcincuber.medium.com/amazon-eks-upgrade-journey-from-1-24-to-1-25-e1bc v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://marckean.com/2016/06/01/azure-vs-azure-ad-accounts-tenants-subscriptions: + addition_method: manual content_hash: 5e9c314f4508d601c81e1b7358dfd1a71b55cd171aac9b351aa4dc02395f4b7a description: '' health_score: 100.0 @@ -158030,8 +164770,8 @@ https://marckean.com/2016/06/01/azure-vs-azure-ad-accounts-tenants-subscriptions v2_locations: - azure.md year: N/A - addition_method: manual https://marcofranssen.nl/install-hashicorp-vault-on-kubernetes-using-helm-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -158046,8 +164786,8 @@ https://marcofranssen.nl/install-hashicorp-vault-on-kubernetes-using-helm-part-1 v2_locations: - devsecops.md year: N/A - addition_method: manual https://marcusnoble.co.uk/2022-01-20-restricting-cluster-admin-permissions: + addition_method: manual ai_summary: 'Curator Insight: Practical methodology for limiting root-level administrative bindings in multi-tenant environments. Live Grounding: A crucial case study showing how to configure impersonation limits and prevent privilege escalation via cluster-admin @@ -158075,8 +164815,8 @@ https://marcusnoble.co.uk/2022-01-20-restricting-cluster-admin-permissions: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://marcusnoble.co.uk/2022-07-04-managing-kubernetes-without-losing-your-cool: + addition_method: manual content_hash: e7bed534ce2a2c7e5d9241b34c79f92a82e813c6abce8791ec8ddeda1c0d3524 description: '' health_score: 100.0 @@ -158092,8 +164832,8 @@ https://marcusnoble.co.uk/2022-07-04-managing-kubernetes-without-losing-your-coo v2_locations: - kubernetes.md year: N/A - addition_method: manual https://marinaaisa.com/es/blog/contractor-eeuu-espana: + addition_method: manual ai_summary: Highly detailed personal case study and playbook on working as an independent contractor from Spain for US-based firms. Covers billing, currency conversion, legal forms (W-8BEN), and tax declarations. [SPANISH CONTENT] @@ -158120,8 +164860,8 @@ https://marinaaisa.com/es/blog/contractor-eeuu-espana: v2_locations: - freelancing.md year: N/A - addition_method: manual https://markaicode.com/terraform-ai-infrastructure-as-code: + addition_method: manual ai_summary: Focuses on AI-driven generation of HCL infrastructure files. Covers schema checking, validating security guardrails in prompt pipelines, and continuous integration workflows for automated infrastructure verification. @@ -158152,16 +164892,16 @@ https://markaicode.com/terraform-ai-infrastructure-as-code: - iac.md - terraform.md year: N/A - addition_method: manual https://markdownguide.offshoot.io/cheat-sheet: + addition_method: manual content_hash: 52bc11ec9b2a62ba5cc6e84baa16ba9b9e14049b286b9b80cfc5ce4ea46e8aec health_score: 100.0 last_checked: 1779130494.929903 v1_locations: - docs/cheatsheets.md - docs/mkdocs.md - addition_method: manual https://marketplace.apilayer.com: + addition_method: manual content_hash: 619ad319e0a4685f078596cc1d2b8ca1bd226eab185ed9a2c55c35e6cf4ab5b8 health_score: 100.0 last_checked: 1779130494.921968 @@ -158173,8 +164913,8 @@ https://marketplace.apilayer.com: - docs/api.md v2_locations: - api.md - addition_method: manual https://marketplace.atlassian.com/apps/1014681/zephyr-for-jira-test-management: + addition_method: manual content_hash: 6528b892cfdea6fa57a9120430a61c61f99639409bdd41de39f7ed0ed840d838 description: '' health_score: 100.0 @@ -158190,8 +164930,8 @@ https://marketplace.atlassian.com/apps/1014681/zephyr-for-jira-test-management: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://marketplace.atlassian.com/apps/1227641/license-manager-easily-track-your-software-licenses: + addition_method: manual content_hash: 844837df94ad64e341cfb07c3d1de6e7e7066b83b1f7708c02087b4085cf11fe description: '' health_score: 100.0 @@ -158208,8 +164948,8 @@ https://marketplace.atlassian.com/apps/1227641/license-manager-easily-track-your v2_locations: - finops.md year: N/A - addition_method: manual https://marketplace.redhat.com: + addition_method: manual content_hash: 66f55e3c1096a0b3d5fdfcf7ab95a3f9a8b0891b3d28949c6448b1bfdea63d0d description: '' health_score: 100.0 @@ -158221,8 +164961,8 @@ https://marketplace.redhat.com: - docs/ocp4.md - docs/openshift.md year: N/A - addition_method: manual https://marketplace.redhat.com/en-us/blog/dont-treat-kubernetes-storage-as-an-afterthought: + addition_method: manual content_hash: 66f55e3c1096a0b3d5fdfcf7ab95a3f9a8b0891b3d28949c6448b1bfdea63d0d description: '' health_score: 100.0 @@ -158238,8 +164978,8 @@ https://marketplace.redhat.com/en-us/blog/dont-treat-kubernetes-storage-as-an-af v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://marketplace.redhat.com/sunset: + addition_method: manual content_hash: 9445650f53a14169404d28999b9dd18165119f6829ec536f5510a73e0af880fe health_score: 100.0 last_checked: 1779130495.020275 @@ -158252,8 +164992,8 @@ https://marketplace.redhat.com/sunset: v2_locations: - ocp4.md - openshift.md - addition_method: manual https://marketplace.visualstudio.com: + addition_method: manual content_hash: 71e97a5abbc2ba63f333f4c1e140df9a79979a82bd2b07b9978438fef90f6b70 description: '' health_score: 100.0 @@ -158269,8 +165009,8 @@ https://marketplace.visualstudio.com: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://marketplace.visualstudio.com/azuredevops: + addition_method: manual content_hash: 71e97a5abbc2ba63f333f4c1e140df9a79979a82bd2b07b9978438fef90f6b70 description: '' health_score: 100.0 @@ -158286,8 +165026,8 @@ https://marketplace.visualstudio.com/azuredevops: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://marketplace.visualstudio.com/items&itemName=Tim-Koehler.helm-intellisense&ssr=false: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031576.209182 @@ -158298,8 +165038,8 @@ https://marketplace.visualstudio.com/items&itemName=Tim-Koehler.helm-intellisens - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://marketplace.visualstudio.com/items?itemName=2gua.rainbow-brackets: + addition_method: manual content_hash: f331c7f678a9a0789fa359354af882ee0ff3e5a61e612a265f9db902329be99f description: '' health_score: 100.0 @@ -158315,8 +165055,8 @@ https://marketplace.visualstudio.com/items?itemName=2gua.rainbow-brackets: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://marketplace.visualstudio.com/items?itemName=Atlassian.atlascode: + addition_method: manual content_hash: ef02a176ed8182b14e202bc12c80e88f128aaf99bff23dceac1d08e690b7aba9 description: '' health_score: 100.0 @@ -158332,8 +165072,8 @@ https://marketplace.visualstudio.com/items?itemName=Atlassian.atlascode: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://marketplace.visualstudio.com/items?itemName=ChakrounAnas.turbo-console-log: + addition_method: manual content_hash: 834cab4a0e49f593b95b5e24a9541cc50c232288e83cc3e77cadce07a8d457d9 description: '' health_score: 100.0 @@ -158349,8 +165089,8 @@ https://marketplace.visualstudio.com/items?itemName=ChakrounAnas.turbo-console-l v2_locations: - visual-studio.md year: N/A - addition_method: manual https://marketplace.visualstudio.com/items?itemName=DontShaveTheYak.jenkins-extension-pack: + addition_method: manual content_hash: d92c9d172e026322c78a2ac31b1dec993f4362ff9beb4b644401b3abb95c2065 description: '' health_score: 100.0 @@ -158366,8 +165106,8 @@ https://marketplace.visualstudio.com/items?itemName=DontShaveTheYak.jenkins-exte v2_locations: - jenkins.md year: N/A - addition_method: manual https://marketplace.visualstudio.com/items?itemName=EditorConfig.EditorConfig: + addition_method: manual content_hash: 6909429b63b131edb831259272fff223452a9dad1f909f4467f2228cf530645d description: '' health_score: 100.0 @@ -158383,8 +165123,8 @@ https://marketplace.visualstudio.com/items?itemName=EditorConfig.EditorConfig: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://marketplace.visualstudio.com/items?itemName=Fatih.baba-flow: + addition_method: manual content_hash: 7be92906e8ba3099256d26659e228ec8134953775a78d9f33fe0609cbb2b45c2 description: '' health_score: 100.0 @@ -158400,8 +165140,8 @@ https://marketplace.visualstudio.com/items?itemName=Fatih.baba-flow: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://marketplace.visualstudio.com/items?itemName=GitHub.copilot: + addition_method: manual content_hash: 39fe202473a16222c720c30a87c83f67b4b906d72367bf4b8ff2e63754b7083b description: '' health_score: 100.0 @@ -158417,8 +165157,8 @@ https://marketplace.visualstudio.com/items?itemName=GitHub.copilot: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://marketplace.visualstudio.com/items?itemName=GitHub.github-vscode-theme: + addition_method: manual content_hash: 5289d3e5fedf455aad01120dd933f307715b32b5bc95707ad1559e105bfa08c6 description: '' health_score: 100.0 @@ -158434,8 +165174,8 @@ https://marketplace.visualstudio.com/items?itemName=GitHub.github-vscode-theme: v2_locations: - 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mlops.md year: N/A - addition_method: manual https://marvelousmlops.substack.com/p/mlops-roadmap-2024: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -160194,8 +166934,8 @@ https://marvelousmlops.substack.com/p/mlops-roadmap-2024: v2_locations: - mlops.md year: N/A - addition_method: manual https://marvelousmlops.substack.com/p/model-serving-architectures-on-databricks: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -160209,8 +166949,8 @@ https://marvelousmlops.substack.com/p/model-serving-architectures-on-databricks: v2_locations: - mlops.md year: N/A - addition_method: manual https://marvelousmlops.substack.com/p/sharpen-your-cookiecutter-speed-up: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -160225,8 +166965,8 @@ https://marvelousmlops.substack.com/p/sharpen-your-cookiecutter-speed-up: v2_locations: - mlops.md year: N/A - addition_method: manual https://marvelousmlops.substack.com/p/technical-roles-in-data-science-who: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -160241,8 +166981,8 @@ https://marvelousmlops.substack.com/p/technical-roles-in-data-science-who: v2_locations: - mlops.md year: N/A - addition_method: manual https://marvelousmlops.substack.com/p/traceability-and-reproducibility: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -160256,8 +166996,8 @@ https://marvelousmlops.substack.com/p/traceability-and-reproducibility: v2_locations: - mlops.md year: N/A - addition_method: manual https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation: + addition_method: manual ai_summary: Outlines specific prompting strategies to automatically draft tests for Terraform modules. Synthesizes automated validation frameworks like `terraform test` with generative AI outputs to ensure infrastructure stability. @@ -160288,8 +167028,8 @@ https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation: - kubernetes-operators-controllers.md - terraform.md year: N/A - addition_method: manual https://masterpoint.io/blog/terraform-use-cases: + addition_method: manual content_hash: b0f5d90660e0c9dc6c60f9dd7d6ca55cf534f8c894c190d5bdcc6442a66f58d7 health_score: 100.0 last_checked: 1779130494.94603 @@ -160300,8 +167040,8 @@ https://masterpoint.io/blog/terraform-use-cases: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://masterpoint.io/updates/terraform-use-cases: + addition_method: manual content_hash: cbbbe2d9d2894182c5934e19b99ed045a8afe4d4d667cfe0bcfabb67c54d142c description: '' health_score: 100.0 @@ -160312,8 +167052,8 @@ https://masterpoint.io/updates/terraform-use-cases: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://matiasmct.medium.com/observability-at-scale-52d0d9a5fb9b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -160327,8 +167067,8 @@ https://matiasmct.medium.com/observability-at-scale-52d0d9a5fb9b: v2_locations: - monitoring.md year: N/A - addition_method: manual https://matt-rickard.com/docker-desktop-alternatives: + addition_method: manual content_hash: 1630d7c0f79d77e3ae6f7fb3393b84d01722233861032053eabd5ea19da10e15 description: '' health_score: 100.0 @@ -160339,8 +167079,8 @@ https://matt-rickard.com/docker-desktop-alternatives: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://matt-rickard.com/how-to-calculate-a-cidr: + addition_method: manual content_hash: ee4197cd28ae9db65e7b54e44d8bf55a72706d486ec3b676d37d23ad05aeb7c1 description: '' health_score: 100.0 @@ -160351,8 +167091,8 @@ https://matt-rickard.com/how-to-calculate-a-cidr: v1_locations: - docs/networking.md year: N/A - addition_method: manual https://matt-rickard.com/infrastructure-as-code-will-be-written-by-ai: + addition_method: manual content_hash: adbeebee2c57b57dc87cfd628ac4fc2eb9b35f80564f9dc183852b4c9f99f28e description: '' health_score: 100.0 @@ -160363,8 +167103,8 @@ https://matt-rickard.com/infrastructure-as-code-will-be-written-by-ai: v1_locations: - docs/iac.md year: N/A - addition_method: manual https://mattermost.com: + addition_method: manual content_hash: e7e907f1e04cd7ae058a2a8883347e69aae622a9a7ed0255e7b1e622ac9fb69b description: '' health_score: 100.0 @@ -160379,8 +167119,8 @@ https://mattermost.com: v2_locations: - workfromhome.md year: N/A - addition_method: manual https://mattermost.com/blog/the-top-7-open-source-tools-for-securing-your-kubernetes-cluster: + addition_method: manual ai_summary: Evaluates seven essential open-source tools for enhancing cluster protection, targeting vulnerability scanning, posture assessment, and threat logs. Curator insight lists classic security aids like Trivy, Falco, and Terrascan. Live grounding @@ -160409,8 +167149,8 @@ https://mattermost.com/blog/the-top-7-open-source-tools-for-securing-your-kubern v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-ingress-guide-nginx-example.html: + addition_method: manual content_hash: 1b9ae189199c0da198f1648680ff908b1ab9b51eb4b0d1ff347e085cb22d8637 description: '' health_score: 100.0 @@ -160426,8 +167166,8 @@ https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-ingress-g v2_locations: - demos.md year: N/A - addition_method: manual https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-networking-guide-beginners.html: + addition_method: manual content_hash: 8d4f50aee85dab55612e6726fec1eae8bbf520dfc035412d5cc253e09c01fb53 description: '' health_score: 100.0 @@ -160443,8 +167183,8 @@ https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-networkin v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-volumes-example-nfs-persistent-volume.html: + addition_method: manual content_hash: 7eb44092e04b31ba7e7fe422d6eb768c6c07956829c40bef509bc7db1906ec9c description: '' health_score: 100.0 @@ -160460,8 +167200,8 @@ https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-volumes-e v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://mattias.engineer/blog/2024/azure-federated-credentials-github: + addition_method: manual ai_summary: An in-depth configuration guide explaining how to design passwordless integrations between GitHub Actions and Microsoft Azure using OpenID Connect (OIDC). Eliminates long-lived static API secrets in favor of short-lived federated credentials. @@ -160491,8 +167231,8 @@ https://mattias.engineer/blog/2024/azure-federated-credentials-github: - git.md - azure.md year: N/A - addition_method: manual https://mattias.engineer/blog/2024/terraform-professional-chapter-2: + addition_method: manual content_hash: c6e9a4ab7ed132a1202db7bbf086706f81434796e3629de66e9ee32bcdeab57b description: '' health_score: 100.0 @@ -160509,8 +167249,8 @@ https://mattias.engineer/blog/2024/terraform-professional-chapter-2: v2_locations: - terraform.md year: N/A - addition_method: manual https://mattias.engineer/blog/2024/terraform-variable-cross-validation: + addition_method: manual content_hash: b18f61381827e2b7f2b540ccc9cd226626cfa404654bc9f5c319143faa5b8cbc description: '' health_score: 100.0 @@ -160526,8 +167266,8 @@ https://mattias.engineer/blog/2024/terraform-variable-cross-validation: v2_locations: - terraform.md year: N/A - addition_method: manual https://mattias.engineer/blog/2025/azure-ipam-with-terraform: + addition_method: manual content_hash: d9474c13a5ef4b54cd8c5c64576d135d4bb93b3bb0c0a956e02da259a0bae75d description: '' health_score: 100.0 @@ -160547,8 +167287,8 @@ https://mattias.engineer/blog/2025/azure-ipam-with-terraform: - networking.md - terraform.md year: N/A - addition_method: manual https://mattias.engineer/blog/2025/azure-portal-export-terraform: + addition_method: manual content_hash: 2bd69914349ec61bcb374472ce4c438418fb31c7b85b50a031eca155aceb1dea description: '' health_score: 100.0 @@ -160568,8 +167308,8 @@ https://mattias.engineer/blog/2025/azure-portal-export-terraform: - kubernetes.md - terraform.md year: N/A - addition_method: manual https://mattias.engineer/courses: + addition_method: manual content_hash: 04f2a68aacd8a0e1c3b0fb60576dcc5f05527ab22416223c583a1a46dc41f6f0 description: '' health_score: 100.0 @@ -160579,8 +167319,8 @@ https://mattias.engineer/courses: title: ==mattias.engineer/courses== 🌟 v1_locations: [] year: N/A - addition_method: manual https://mattias.engineer/courses/kubernetes: + addition_method: manual content_hash: 1cc19bb734db6e77492368dcb871447bdce525c00b6847a05c774f8cfffee124 description: '' health_score: 100.0 @@ -160597,8 +167337,8 @@ https://mattias.engineer/courses/kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://mattias.engineer/courses/kubernetes/helm: + addition_method: manual ai_summary: A foundational course module mapping out Helm architecture, release lifecycles, and template syntax. It serves as an optimal starting point for operators transitioning from static manifests to dynamic Kubernetes packaging. @@ -160626,8 +167366,8 @@ https://mattias.engineer/courses/kubernetes/helm: v2_locations: - helm.md year: N/A - addition_method: manual https://mattias.engineer/k8s/ingress: + addition_method: manual content_hash: 9290abb575d79815b473ee8d1072aba7a85b6a948271476fc604e9226b799852 description: '' health_score: 100.0 @@ -160643,8 +167383,8 @@ https://mattias.engineer/k8s/ingress: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://mattias.engineer/posts/terraform-testing-and-validation: + addition_method: manual content_hash: e057f764f9c5f804b2cda7faf68d46e394e349c8bd9c4bd6726439f0e4376f76 description: '' health_score: 100.0 @@ -160661,8 +167401,8 @@ https://mattias.engineer/posts/terraform-testing-and-validation: v2_locations: - terraform.md year: N/A - addition_method: manual https://mattrickard.com/docker-desktop-alternatives: + addition_method: manual content_hash: 2be720999f008524ca8f83ecd842e201bf69aff0a2c609861d02b65a4058a40c health_score: 100.0 last_checked: 1779130494.988104 @@ -160673,8 +167413,8 @@ https://mattrickard.com/docker-desktop-alternatives: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://mattrickard.com/how-to-calculate-a-cidr: + addition_method: manual content_hash: 6547a6a99b967bb49d1f6e921a2528b81b873ae8af138d161638e05b6f982fea health_score: 100.0 last_checked: 1779130494.939979 @@ -160685,8 +167425,8 @@ https://mattrickard.com/how-to-calculate-a-cidr: - docs/networking.md v2_locations: - networking.md - addition_method: manual https://mattrickard.com/infrastructure-as-code-will-be-written-by-ai: + addition_method: manual content_hash: 42668f1ade3ab1bf0d9a03fca98f5f381ad89aee19baa9fc098f6bb1250a4466 health_score: 100.0 last_checked: 1779130495.010316 @@ -160697,8 +167437,8 @@ https://mattrickard.com/infrastructure-as-code-will-be-written-by-ai: - docs/iac.md v2_locations: - iac.md - addition_method: manual https://maven.apache.org: + addition_method: manual ai_summary: Official homepage for Apache Maven, the cornerstone JVM project build and dependency system. Outlines standards for modular Project Object Model (POM) declarations. @@ -160727,8 +167467,8 @@ https://maven.apache.org: - maven-gradle.md - prometheus.md year: N/A - addition_method: manual https://maven.apache.org/guides/MavenQuickReferenceCard.pdf: + addition_method: manual content_hash: 5a9d62ae1a477595cc70477eb78d194b4acbe421c95a73493c20f6315ba2d13f health_score: 100.0 last_checked: 1779034528.4581 @@ -160740,8 +167480,8 @@ https://maven.apache.org/guides/MavenQuickReferenceCard.pdf: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://maven.apache.org/guides/introduction/introduction-to-the-standard-directory-layout.html: + addition_method: manual ai_summary: The official Maven guideline outlining the Standard Directory Layout. Standardizing structural conventions ensures predictable builds and universal team understanding. @@ -160768,8 +167508,8 @@ https://maven.apache.org/guides/introduction/introduction-to-the-standard-direct v2_locations: - maven-gradle.md year: '2026' - addition_method: manual https://maven.apache.org/plugins/maven-changelog-plugin: + addition_method: manual ai_summary: Generates reports on changes made to the developer's source control repository, pulling commit messages and authors into structured Maven site documentation. Integrates with popular SCM tools like Git and SVN to provide full traceability. @@ -160797,8 +167537,8 @@ https://maven.apache.org/plugins/maven-changelog-plugin: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://maven.apache.org/plugins/maven-checkstyle-plugin: + addition_method: manual ai_summary: Automates the enforcement of style and coding standards across Java repositories using Checkstyle configurations. Essential for maintaining uniform codebases in enterprise CI/CD pipelines by failing builds on style violations. @@ -160826,8 +167566,8 @@ https://maven.apache.org/plugins/maven-checkstyle-plugin: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://maven.apache.org/plugins/maven-javadoc-plugin: + addition_method: manual ai_summary: Configures the automatic generation of API documentation (Javadoc) directly from source code during the Maven build packaging phase. Essential for library development, supporting customization of tagging and HTML5 rendering parameters. @@ -160855,8 +167595,8 @@ https://maven.apache.org/plugins/maven-javadoc-plugin: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://maven.apache.org/shared/maven-dependency-analyzer/index.html: + addition_method: manual ai_summary: A core Java compilation utility designed to inspect a project's bytecode for undeclared or unused dependencies. It plays a critical role in build optimization and dependency hygiene by analyzing output directories rather than raw source @@ -160885,8 +167625,8 @@ https://maven.apache.org/shared/maven-dependency-analyzer/index.html: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://maven.apache.org/surefire/maven-surefire-report-plugin: + addition_method: manual ai_summary: Parses JUnit and TestNG XML reports during the test and integration test phases to generate structured, human-readable HTML test summaries. Seamlessly plugs into standard CI pipeline visualization engines. @@ -160914,9 +167654,9 @@ https://maven.apache.org/surefire/maven-surefire-report-plugin: v2_locations: - maven-gradle.md year: N/A - addition_method: manual ? https://maxilect-company.medium.com/graceful-shutdown-in-a-cloud-environment-the-example-of-kubernetes-spring-boot-f922b41adaa0 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034207.955887 @@ -160930,8 +167670,8 @@ https://maven.apache.org/surefire/maven-surefire-report-plugin: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://maximilianmichels.com/2021/kubernetes-what-you-need-to-know: + addition_method: manual content_hash: 9badcc1cf1f4499f96d05afcebe01a6e177bb4507ef643e3b9d602db04c7a1e2 description: '' health_score: 100.0 @@ -160947,8 +167687,8 @@ https://maximilianmichels.com/2021/kubernetes-what-you-need-to-know: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://mayadata.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -160962,8 +167702,8 @@ https://mayadata.io: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://mayankshah.dev/blog/demystifying-kube-proxy: + addition_method: manual content_hash: 59396c9cb7003490f66938bd7d0e3db863007ef26ef8c87dda715717d59dbc8d description: '' health_score: 100.0 @@ -160979,8 +167719,8 @@ https://mayankshah.dev/blog/demystifying-kube-proxy: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://mbbaig.blog/how-to-create-custom-helm-charts: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -160994,8 +167734,8 @@ https://mbbaig.blog/how-to-create-custom-helm-charts: v2_locations: - helm.md year: N/A - addition_method: manual https://mbuffett.com/posts/ktunnel-ngrok-replace: + addition_method: manual content_hash: 1a4aaab7001c467742b5189a9e4e94a11e9cb4aa8d0dcaff043256ed97876ea4 description: '' health_score: 100.0 @@ -161011,8 +167751,8 @@ https://mbuffett.com/posts/ktunnel-ngrok-replace: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://mckornfield.medium.com/working-with-hpas-in-kubernetes-ced39263b596: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161026,8 +167766,8 @@ https://mckornfield.medium.com/working-with-hpas-in-kubernetes-ced39263b596: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://mcpbundles.com: + addition_method: manual content_hash: 73ad596127eb3ef2efeae8037ac84e803f38e2fac0cb28dcdcfce00431d3896a description: '' health_score: 100.0 @@ -161038,8 +167778,8 @@ https://mcpbundles.com: v1_locations: - docs/ai-agents-mcp.md year: N/A - addition_method: manual https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDENING%20GUIDANCE.PDF: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779032874.431616 @@ -161058,9 +167798,9 @@ https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDEN v2_locations: - kubernetes-security.md year: N/A - addition_method: manual ? https://media.pearsoncmg.com/aw/ecs_kurose_compnetwork_7/cw/content/interactiveanimations/recursive-iterative-queries-in-dns/index.html -: content_hash: 276f8358520b55cc5c0387aefafd07e478f5e44dfa573b7558d77b8a064dea22 +: addition_method: manual + content_hash: 276f8358520b55cc5c0387aefafd07e478f5e44dfa573b7558d77b8a064dea22 description: '' health_score: 100.0 last_checked: 1779031622.772283 @@ -161075,8 +167815,8 @@ https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDEN v2_locations: - networking.md year: N/A - addition_method: manual https://mediatemple.net/blog/cloud-hosting/cicd-workflows-aws-3-use-cases: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161090,8 +167830,8 @@ https://mediatemple.net/blog/cloud-hosting/cicd-workflows-aws-3-use-cases: v2_locations: - cicd.md year: N/A - addition_method: manual https://medium.baqend.com/nosql-databases-a-survey-and-decision-guidance-ea7823a822d: + addition_method: manual content_hash: 0181fee61b7010cc5ee1e235dbe67f67ef146291b82c9332ba07943d17735683 description: '' health_score: 100.0 @@ -161106,8 +167846,8 @@ https://medium.baqend.com/nosql-databases-a-survey-and-decision-guidance-ea7823a v2_locations: - nosql.md year: N/A - addition_method: manual https://medium.com/01001101/using-terraform-with-azure-the-right-way-35af3b51a6b0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161121,8 +167861,8 @@ https://medium.com/01001101/using-terraform-with-azure-the-right-way-35af3b51a6b v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/4th-coffee/10-best-devops-tools-for-start-ups-91eb69bc3128: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161136,8 +167876,8 @@ https://medium.com/4th-coffee/10-best-devops-tools-for-start-ups-91eb69bc3128: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://medium.com/4th-coffee/10-new-devops-tools-to-watch-in-2023-e974dbb1f1bb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161151,9 +167891,9 @@ https://medium.com/4th-coffee/10-new-devops-tools-to-watch-in-2023-e974dbb1f1bb: v2_locations: - devops-tools.md year: N/A - addition_method: manual ? https://medium.com/4th-coffee/a-comprehensive-tutorial-on-service-mesh-istio-envoy-access-log-and-log-filtering-8f3d939c081d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029609.295731 @@ -161167,8 +167907,8 @@ https://medium.com/4th-coffee/10-new-devops-tools-to-watch-in-2023-e974dbb1f1bb: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/4th-coffee/state-of-kubernetes-secrets-management-in-2022-6148af91e7b5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161182,8 +167922,8 @@ https://medium.com/4th-coffee/state-of-kubernetes-secrets-management-in-2022-614 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/4th-coffee/what-is-policy-as-code-an-introduction-to-open-policy-agent-6098463f8461: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161198,8 +167938,8 @@ https://medium.com/4th-coffee/what-is-policy-as-code-an-introduction-to-open-pol v2_locations: - securityascode.md year: N/A - addition_method: manual https://medium.com/99dotco/a-detail-guide-to-deploying-elasticsearch-on-elastic-cloud-on-kubernetes-eck-31808ac60466: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161214,9 +167954,9 @@ https://medium.com/99dotco/a-detail-guide-to-deploying-elasticsearch-on-elastic- v2_locations: - monitoring.md year: N/A - addition_method: manual ? https://medium.com/@.anders/learnings-from-our-8-years-of-kubernetes-in-production-two-major-cluster-crashes-ditching-self-0257c09d36cd -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029634.072413 @@ -161231,8 +167971,8 @@ https://medium.com/99dotco/a-detail-guide-to-deploying-elasticsearch-on-elastic- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@15daniel10/yoyo-attack-on-a-k8s-cluster-102bc1d5ca3e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161246,8 +167986,8 @@ https://medium.com/@15daniel10/yoyo-attack-on-a-k8s-cluster-102bc1d5ca3e: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@AceTheCloud-Abhishek/50-shades-of-containers-and-kubernetes-d2217fbea788: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161261,8 +168001,8 @@ https://medium.com/@AceTheCloud-Abhishek/50-shades-of-containers-and-kubernetes- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@Alibaba_Cloud/getting-started-with-kubernetes-etcd-a26cba0b4258: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161276,8 +168016,8 @@ https://medium.com/@Alibaba_Cloud/getting-started-with-kubernetes-etcd-a26cba0b4 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@BeNitinAgarwal/lifecycle-of-docker-container-d2da9f85959: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161291,8 +168031,8 @@ https://medium.com/@BeNitinAgarwal/lifecycle-of-docker-container-d2da9f85959: v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/@CloudifyOps/setting-up-a-horizontal-pod-autoscaler-for-kubernetes-cluster-a7d3cf3be7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161307,8 +168047,8 @@ https://medium.com/@CloudifyOps/setting-up-a-horizontal-pod-autoscaler-for-kuber v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/@CuriousLearner/deploying-efk-stack-on-kubernetes-c25ba2682c99: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161322,8 +168062,8 @@ https://medium.com/@CuriousLearner/deploying-efk-stack-on-kubernetes-c25ba2682c9 v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/@DevOps-Diva.o/implementing-security-on-azure-devops-pipelines-a653da4862a9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161337,8 +168077,8 @@ https://medium.com/@DevOps-Diva.o/implementing-security-on-azure-devops-pipeline v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/@DevOpsfreak/top-12-kubernetes-installation-errors-you-cant-afford-to-miss-b52d7cda1a52: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161353,8 +168093,8 @@ https://medium.com/@DevOpsfreak/top-12-kubernetes-installation-errors-you-cant-a v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@ElizAyer/meetings-are-the-work-9e429dde6aa3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161368,8 +168108,8 @@ https://medium.com/@ElizAyer/meetings-are-the-work-9e429dde6aa3: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/@GiantSwarm/deep-dive-into-kubernetes-networking-in-azure-9f0e85e2ee34: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161383,8 +168123,8 @@ https://medium.com/@GiantSwarm/deep-dive-into-kubernetes-networking-in-azure-9f0 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@GranulateIntel/the-fundamental-principles-of-kubernetes-capacity-management-e23f388b4f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161399,8 +168139,8 @@ https://medium.com/@GranulateIntel/the-fundamental-principles-of-kubernetes-capa v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@HirenDhaduk1/best-choice-to-run-your-containers-aws-fargate-or-aws-lambda-or-both-d9e14685a363: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161415,8 +168155,8 @@ https://medium.com/@HirenDhaduk1/best-choice-to-run-your-containers-aws-fargate- v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://medium.com/@HirenDhaduk1/top-kubernetes-observability-tools-and-their-usage-e4e8eef8aec3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161430,15 +168170,15 @@ https://medium.com/@HirenDhaduk1/top-kubernetes-observability-tools-and-their-us v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@KarlKFI/yaml-sh-yaml-sans-helm-e983a3dfdaec: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032076.655032 v1_locations: - docs/yaml.md - addition_method: manual https://medium.com/@Kubernetes_Advocate: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161452,9 +168192,9 @@ https://medium.com/@Kubernetes_Advocate: v2_locations: - demos.md year: N/A - addition_method: manual ? https://medium.com/@LachlanEvenson/how-to-enable-kubernetes-container-runtimedefault-seccomp-profile-for-all-workloads-6795624fcbcc -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033213.016423 @@ -161468,8 +168208,8 @@ https://medium.com/@Kubernetes_Advocate: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@LachlanEvenson/mutating-kubernetes-resources-with-gatekeeper-3e5585d49ead: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161483,8 +168223,8 @@ https://medium.com/@LachlanEvenson/mutating-kubernetes-resources-with-gatekeeper v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@LachlanEvenson/verifying-container-signatures-on-kubernetes-with-gatekeeper-19a4519c3016: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161498,8 +168238,8 @@ https://medium.com/@LachlanEvenson/verifying-container-signatures-on-kubernetes- v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@MetricFire/monitoring-kubernetes-tutorial-using-grafana-and-prometheus-3239079b138f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161514,8 +168254,8 @@ https://medium.com/@MetricFire/monitoring-kubernetes-tutorial-using-grafana-and- v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@Mohamed-ElEmam/build-docker-images-in-kubernetes-pod-without-docker-kaniko-46e1a5b76c9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161530,8 +168270,8 @@ https://medium.com/@Mohamed-ElEmam/build-docker-images-in-kubernetes-pod-without v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@Paddy_Adallah/how-to-choose-kubernetes-platforms-for-enterprise-deployments-c04d5e436543: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161546,8 +168286,8 @@ https://medium.com/@Paddy_Adallah/how-to-choose-kubernetes-platforms-for-enterpr v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@Platform9Sys/kubernetes-cloud-services-comparing-gke-eks-and-aks-1fe42770cad3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161561,8 +168301,8 @@ https://medium.com/@Platform9Sys/kubernetes-cloud-services-comparing-gke-eks-and v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@RoussiAbel/optimizing-java-base-docker-images-size-from-674mb-to-58mb-c1b7c911f622: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161577,8 +168317,8 @@ https://medium.com/@RoussiAbel/optimizing-java-base-docker-images-size-from-674m v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/@Sandeepkallazhi/velero-backup-restore-for-k8s-stateful-applications-managed-by-operators-8fd9c732ffcc: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031061.127293 @@ -161588,8 +168328,8 @@ https://medium.com/@Sandeepkallazhi/velero-backup-restore-for-k8s-stateful-appli - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://medium.com/@ScrumPokerPro/cloud-native-architecture-with-kubernetes-and-argocd-ebecda7784b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161604,8 +168344,8 @@ https://medium.com/@ScrumPokerPro/cloud-native-architecture-with-kubernetes-and- v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@Techie1/networking-tasks-in-production-using-ansible-b09d0a6121f7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161619,8 +168359,8 @@ https://medium.com/@Techie1/networking-tasks-in-production-using-ansible-b09d0a6 v2_locations: - ansible.md year: N/A - addition_method: manual https://medium.com/@TimvanBaarsen/maven-cheat-sheet-45942d8c0b86: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161634,8 +168374,8 @@ https://medium.com/@TimvanBaarsen/maven-cheat-sheet-45942d8c0b86: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://medium.com/@TonyBologni/4-reasons-why-4-is-the-perfect-team-size-for-agile-software-development-8597d33f3cfe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161650,8 +168390,8 @@ https://medium.com/@TonyBologni/4-reasons-why-4-is-the-perfect-team-size-for-agi v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/@Tyler.Gallimore/deploying-apache-web-server-on-aws-ec2-with-terraform-and-docker-6c315c81c024: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161666,8 +168406,8 @@ https://medium.com/@Tyler.Gallimore/deploying-apache-web-server-on-aws-ec2-with- v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@ZiXianZeroX/setting-up-an-on-premise-kubernetes-cluster-from-scratch-8e3a6b415387: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161682,8 +168422,8 @@ https://medium.com/@ZiXianZeroX/setting-up-an-on-premise-kubernetes-cluster-from v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://medium.com/@_gdantas/backstage-and-terraform-a-powerful-combination-for-ops-wonderful-for-devs-c04ebce849f0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161698,8 +168438,8 @@ https://medium.com/@_gdantas/backstage-and-terraform-a-powerful-combination-for- v2_locations: - developerportals.md year: N/A - addition_method: manual https://medium.com/@a.j.abbott24/kubernetes-multi-environment-config-management-c36c5cf3bbac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161713,8 +168453,8 @@ https://medium.com/@a.j.abbott24/kubernetes-multi-environment-config-management- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@abdelrhmanahmed131/longhorn-distributed-block-storage-for-k8s-2ea11df400d1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161729,8 +168469,8 @@ https://medium.com/@abdelrhmanahmed131/longhorn-distributed-block-storage-for-k8 v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://medium.com/@abdulfayis/storage-orchestration-for-kubernetes-c6370f943e23: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161744,8 +168484,8 @@ https://medium.com/@abdulfayis/storage-orchestration-for-kubernetes-c6370f943e23 v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://medium.com/@abhimanyubajaj98/deploying-kubernetes-from-scratch-with-terraform-a-step-by-step-guide-7d628910efd0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161760,8 +168500,8 @@ https://medium.com/@abhimanyubajaj98/deploying-kubernetes-from-scratch-with-terr v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@abhinav.ittekot/granting-iam-permissions-to-pods-in-eks-using-oidc-f2044c88a53: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161776,8 +168516,8 @@ https://medium.com/@abhinav.ittekot/granting-iam-permissions-to-pods-in-eks-usin v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@abhinav.ittekot/running-kubernetes-jobs-with-sidecar-containers-8c034b020993: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161791,8 +168531,8 @@ https://medium.com/@abhinav.ittekot/running-kubernetes-jobs-with-sidecar-contain v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@abhishekbhardwaj510/gitops-with-jenkins-and-kubernetes-c20425244c73: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161806,8 +168546,8 @@ https://medium.com/@abhishekbhardwaj510/gitops-with-jenkins-and-kubernetes-c2042 v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/@abhisman.sarkar/kubernetes-monitoring-effective-cluster-tracking-with-prometheus-b0ed5b3efb32: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161822,8 +168562,8 @@ https://medium.com/@abhisman.sarkar/kubernetes-monitoring-effective-cluster-trac v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@adarsh.prabhu/microservices-and-the-world-with-a-service-mesh-ec9a709dd4b5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161837,8 +168577,8 @@ https://medium.com/@adarsh.prabhu/microservices-and-the-world-with-a-service-mes v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/@adeelsubhan25/how-to-setup-and-build-docker-images-on-windows-baf252152aca: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161852,8 +168592,8 @@ https://medium.com/@adeelsubhan25/how-to-setup-and-build-docker-images-on-window v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/@adityadhopade18/mastering-k8s-event-driven-autoscaling-cd1b9df78903: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161867,8 +168607,8 @@ https://medium.com/@adityadhopade18/mastering-k8s-event-driven-autoscaling-cd1b9 v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/@adnn.selimovic/creating-kubernetes-operator-using-kubebuilder-15db5f29ee50: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161882,8 +168622,8 @@ https://medium.com/@adnn.selimovic/creating-kubernetes-operator-using-kubebuilde v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/@adolfo.diaz.zar/secret-management-with-terraform-6b5e02f9437e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161897,9 +168637,9 @@ https://medium.com/@adolfo.diaz.zar/secret-management-with-terraform-6b5e02f9437 v2_locations: - terraform.md year: N/A - addition_method: manual ? https://medium.com/@adrianarba/ci-cd-defined-through-terraform-using-aws-codepipeline-aws-codecommit-and-aws-codebuild-12ade4d9cfa3 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030499.558951 @@ -161913,8 +168653,8 @@ https://medium.com/@adolfo.diaz.zar/secret-management-with-terraform-6b5e02f9437 v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@ahmed.farhan/kafka-setup-in-kubernetes-using-strimzi-k8s-operator-part-2-1f67dbe5f14d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161929,8 +168669,8 @@ https://medium.com/@ahmed.farhan/kafka-setup-in-kubernetes-using-strimzi-k8s-ope v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/@ahmed.fathy.elayaat/gitops-fc27ef5a7836: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161944,8 +168684,8 @@ https://medium.com/@ahmed.fathy.elayaat/gitops-fc27ef5a7836: v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/@ahmet16ck/what-is-load-balancer-and-how-does-it-work-in-kubernetes-5ab5f0537069: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161960,8 +168700,8 @@ https://medium.com/@ahmet16ck/what-is-load-balancer-and-how-does-it-work-in-kube v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@ahmetb/mastering-kubeconfig-4e447aa32c75: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161975,8 +168715,8 @@ https://medium.com/@ahmetb/mastering-kubeconfig-4e447aa32c75: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@ajin.sunny/rate-limiting-in-distributed-systems-bbeca0c47b96: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -161990,8 +168730,8 @@ https://medium.com/@ajin.sunny/rate-limiting-in-distributed-systems-bbeca0c47b96 v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/@ajin.sunny/system-design-architecture-stateful-vs-stateless-62ed0ddb9f2b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162006,8 +168746,8 @@ https://medium.com/@ajin.sunny/system-design-architecture-stateful-vs-stateless- v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/@ajin.sunny/system-design-concept-rate-limiting-f4da72371533: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162021,8 +168761,8 @@ https://medium.com/@ajin.sunny/system-design-concept-rate-limiting-f4da72371533: v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/@akamenev/running-sonarqube-on-azure-kubernetes-92a1b9051120: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162036,8 +168776,8 @@ https://medium.com/@akamenev/running-sonarqube-on-azure-kubernetes-92a1b9051120: v2_locations: - sonarqube.md year: N/A - addition_method: manual https://medium.com/@akashjoffical08/monitor-uptime-of-endpoints-in-k8s-using-blackbox-exporter-f80166a328e9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162052,9 +168792,9 @@ https://medium.com/@akashjoffical08/monitor-uptime-of-endpoints-in-k8s-using-bla v2_locations: - prometheus.md year: N/A - addition_method: manual ? https://medium.com/@akshayavb99/integration-of-aws-terraform-and-github-for-automated-deployment-infrastructure-da0a19ff4e86 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032888.915071 @@ -162068,8 +168808,8 @@ https://medium.com/@akashjoffical08/monitor-uptime-of-endpoints-in-k8s-using-bla v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@akshitverma8191/prometheus-grafana-node-monitoring-on-kubernetes-79fd8311b56d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162083,8 +168823,8 @@ https://medium.com/@akshitverma8191/prometheus-grafana-node-monitoring-on-kubern v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/@alamdar.hussain0007/gitops-with-kubernetes-f0912b644925: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162098,8 +168838,8 @@ https://medium.com/@alamdar.hussain0007/gitops-with-kubernetes-f0912b644925: v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/@alex.ivenin/chaos-engineering-in-kubernetes-4de425132ba1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162113,8 +168853,8 @@ https://medium.com/@alex.ivenin/chaos-engineering-in-kubernetes-4de425132ba1: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://medium.com/@alex.ivenin/exploring-ephemeral-containers-in-kubernetes-bcceaf21101c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162128,8 +168868,8 @@ https://medium.com/@alex.ivenin/exploring-ephemeral-containers-in-kubernetes-bcc v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@alexellisuk/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162143,8 +168883,8 @@ https://medium.com/@alexellisuk/5-tips-for-troubleshooting-apps-on-kubernetes-83 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@alexellisuk/then-he-asked-me-is-kubernetes-right-for-us-78695ee35289: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162158,8 +168898,8 @@ https://medium.com/@alexellisuk/then-he-asked-me-is-kubernetes-right-for-us-7869 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@alexellisuk/walk-through-install-kubernetes-to-your-raspberry-pi-in-15-minutes-84a8492dc95a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162173,8 +168913,8 @@ https://medium.com/@alexellisuk/walk-through-install-kubernetes-to-your-raspberr v2_locations: - rancher.md year: N/A - addition_method: manual https://medium.com/@alexmogfr/zevent-place-how-we-handled-100k-ccu-on-a-real-time-collective-canvas-71d3d346e0ab: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162189,8 +168929,8 @@ https://medium.com/@alexmogfr/zevent-place-how-we-handled-100k-ccu-on-a-real-tim v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@alextheedom/eclipse-microprofile-5-things-you-need-to-know-e7a0bc9a3fb6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162204,8 +168944,8 @@ https://medium.com/@alextheedom/eclipse-microprofile-5-things-you-need-to-know-e v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://medium.com/@alfahreiza/building-an-elt-pipeline-from-csv-to-bigquery-using-dbt-f6e3f30bfc9c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162220,8 +168960,8 @@ https://medium.com/@alfahreiza/building-an-elt-pipeline-from-csv-to-bigquery-usi v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/@amid.ukr/agile-git-branching-strategies-in-2023-caeead79ddd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162235,8 +168975,8 @@ https://medium.com/@amid.ukr/agile-git-branching-strategies-in-2023-caeead79ddd: v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/@amir.ilw/kubernetes-storage-migration-ac48f6f9f5a5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162250,8 +168990,8 @@ https://medium.com/@amir.ilw/kubernetes-storage-migration-ac48f6f9f5a5: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://medium.com/@amirhosseineidy/kubernetes-authentication-with-keycloak-oidc-63571eaeed61: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162265,8 +169005,8 @@ https://medium.com/@amirhosseineidy/kubernetes-authentication-with-keycloak-oidc v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@amitabhprasad/kubernetes-volume-backup-for-disaster-recovery-56a5facee7fe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162280,8 +169020,8 @@ https://medium.com/@amitabhprasad/kubernetes-volume-backup-for-disaster-recovery v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://medium.com/@anatoliydadashev/terraform-aws-decoupled-architecture-9135df865310: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162295,8 +169035,8 @@ https://medium.com/@anatoliydadashev/terraform-aws-decoupled-architecture-9135df v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@andreas.soularidis/a-simple-guide-to-handle-text-files-in-python-cd8a1a33ecaf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162310,8 +169050,8 @@ https://medium.com/@andreas.soularidis/a-simple-guide-to-handle-text-files-in-py v2_locations: - python.md year: N/A - addition_method: manual https://medium.com/@andreas.soularidis/learn-about-exceptions-in-python-fef309f66a78: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162325,8 +169065,8 @@ https://medium.com/@andreas.soularidis/learn-about-exceptions-in-python-fef309f6 v2_locations: - python.md year: N/A - addition_method: manual https://medium.com/@andretost_75145/using-chatgpt-to-learn-kubernetes-and-openshift-15051bc95535: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162340,8 +169080,8 @@ https://medium.com/@andretost_75145/using-chatgpt-to-learn-kubernetes-and-opensh v2_locations: - chatgpt.md year: N/A - addition_method: manual https://medium.com/@andrewachraf/detect-crashes-in-your-cluster-using-kwatch-an-slack-84b979e93e03: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162356,8 +169096,8 @@ https://medium.com/@andrewachraf/detect-crashes-in-your-cluster-using-kwatch-an- v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@andrewjr350/misunderstanding-of-serverless-aws-835c7076ea4c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162371,8 +169111,8 @@ https://medium.com/@andrewjr350/misunderstanding-of-serverless-aws-835c7076ea4c: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://medium.com/@andriikrymus/dns-config-for-eks-61eb70c3e31e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162386,8 +169126,8 @@ https://medium.com/@andriikrymus/dns-config-for-eks-61eb70c3e31e: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@andriisumko/single-sign-on-in-kubernetes-1ad9528350ed: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162403,8 +169143,8 @@ https://medium.com/@andriisumko/single-sign-on-in-kubernetes-1ad9528350ed: - demos.md - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@andy.bryant/processing-guarantees-in-kafka-12dd2e30be0e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162418,8 +169158,8 @@ https://medium.com/@andy.bryant/processing-guarantees-in-kafka-12dd2e30be0e: v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/@anjkeesari/install-grafana-loki-stack-helmchart-in-azure-kubernetes-services-aks-1359281b3321: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162434,8 +169174,8 @@ https://medium.com/@anjkeesari/install-grafana-loki-stack-helmchart-in-azure-kub v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@ankit.wal/the-how-of-iam-roles-for-service-accounts-irsa-on-aws-eks-3d76badb8942: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162450,8 +169190,8 @@ https://medium.com/@ankit.wal/the-how-of-iam-roles-for-service-accounts-irsa-on- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@ankitrai_13207/kubernetes-deployment-service-6f32b7e63f16: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162465,8 +169205,8 @@ https://medium.com/@ankitrai_13207/kubernetes-deployment-service-6f32b7e63f16: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@anshuman2121/devsecops-implement-security-on-cicd-pipeline-19eb7aa22626: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162480,8 +169220,8 @@ https://medium.com/@anshuman2121/devsecops-implement-security-on-cicd-pipeline-1 v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@antoine.loizeau/add-a-switch-to-simplify-terraform-debugging-2d532eb889eb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162495,8 +169235,8 @@ https://medium.com/@antoine.loizeau/add-a-switch-to-simplify-terraform-debugging v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@anujsharma12feb/devops-tools-handbook-b42487a53353: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162510,8 +169250,8 @@ https://medium.com/@anujsharma12feb/devops-tools-handbook-b42487a53353: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://medium.com/@anupam.s1602/aws-app-mesh-with-eks-and-canary-deployment-5503d9ba95d6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162527,8 +169267,8 @@ https://medium.com/@anupam.s1602/aws-app-mesh-with-eks-and-canary-deployment-550 - demos.md - servicemesh.md year: N/A - addition_method: manual https://medium.com/@anurag2397/solving-javas-core-problems-around-memory-and-cpu-4d0c97748c43: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162543,8 +169283,8 @@ https://medium.com/@anurag2397/solving-javas-core-problems-around-memory-and-cpu v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://medium.com/@aqsarahman71/introduction-to-kaniko-912e0f494570: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162558,8 +169298,8 @@ https://medium.com/@aqsarahman71/introduction-to-kaniko-912e0f494570: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@arbnair97/introduction-to-kubernetes-network-policy-and-calico-based-network-policy-675a7fa6b5dc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162574,8 +169314,8 @@ https://medium.com/@arbnair97/introduction-to-kubernetes-network-policy-and-cali v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@aritra.chatterjee_/hexagonal-architecture-in-java-7ac8f4bea753: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162589,8 +169329,8 @@ https://medium.com/@aritra.chatterjee_/hexagonal-architecture-in-java-7ac8f4bea7 v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://medium.com/@arton.demaku/managing-stateful-applications-with-kubernetes-statefulsets-3eeec9e9d151: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162605,8 +169345,8 @@ https://medium.com/@arton.demaku/managing-stateful-applications-with-kubernetes- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@arunksingh16/azure-devops-handbook-d6dcd82da1b7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162620,8 +169360,8 @@ https://medium.com/@arunksingh16/azure-devops-handbook-d6dcd82da1b7: v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/@ashish_fagna/aws-services-every-developer-should-be-aware-of-f7c48aaa854f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162635,8 +169375,8 @@ https://medium.com/@ashish_fagna/aws-services-every-developer-should-be-aware-of v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/@atif.ramzan89/top-7-cloud-source-code-management-tools-features-and-pricing-plans-105f4eb88a3a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162650,8 +169390,8 @@ https://medium.com/@atif.ramzan89/top-7-cloud-source-code-management-tools-featu v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/@avyanab/deploy-a-two-tier-architecture-with-aws-and-terraform-cloud-c6087f118ba7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162666,8 +169406,8 @@ https://medium.com/@avyanab/deploy-a-two-tier-architecture-with-aws-and-terrafor v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@ayushsingh1525/aws-configuration-with-apache-server-in-ec2-using-ansible-2ef61f98872e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162681,8 +169421,8 @@ https://medium.com/@ayushsingh1525/aws-configuration-with-apache-server-in-ec2-u v2_locations: - ansible.md year: N/A - addition_method: manual https://medium.com/@badawekoo/helm-theory-demo-and-commands-you-need-to-know-628777fdb0c2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162696,8 +169436,8 @@ https://medium.com/@badawekoo/helm-theory-demo-and-commands-you-need-to-know-628 v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/@badawekoo/limit-number-of-processes-running-in-a-kubernetes-pod-50ccf156ec18: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162712,8 +169452,8 @@ https://medium.com/@badawekoo/limit-number-of-processes-running-in-a-kubernetes- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@badawekoo/monitoring-in-devops-lifecycle-4d9a2f277eb0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162727,8 +169467,8 @@ https://medium.com/@badawekoo/monitoring-in-devops-lifecycle-4d9a2f277eb0: v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/@badawekoo/scaling-in-kubernetes-what-why-and-how-d120e99be071: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162742,8 +169482,8 @@ https://medium.com/@badawekoo/scaling-in-kubernetes-what-why-and-how-d120e99be07 v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/@badawekoo/using-rbac-in-kubernetes-for-authorization-complete-demo-part-1-83f0a1fb8f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162758,8 +169498,8 @@ https://medium.com/@badawekoo/using-rbac-in-kubernetes-for-authorization-complet v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@bareckidarek/tcp-packets-traffic-visualization-for-kubernetes-by-k8spacket-and-grafana-bb87cb106f30: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162774,8 +169514,8 @@ https://medium.com/@bareckidarek/tcp-packets-traffic-visualization-for-kubernete v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@bchenjh/full-fine-tuning-of-llama2-on-kubernetes-a983e1eb2259: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162789,8 +169529,8 @@ https://medium.com/@bchenjh/full-fine-tuning-of-llama2-on-kubernetes-a983e1eb225 v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/@ben11kehoe/aws-configuration-files-explained-9a7ea7a5b42e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162804,8 +169544,8 @@ https://medium.com/@ben11kehoe/aws-configuration-files-explained-9a7ea7a5b42e: v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/@benjamin.christmann_12432/setting-up-your-first-eks-cluster-on-aws-some-practical-tips-60400963c588: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162820,8 +169560,8 @@ https://medium.com/@benjamin.christmann_12432/setting-up-your-first-eks-cluster- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@benjaminacar.private/a-comprehensive-guide-to-setup-a-new-k8s-cluster-4b88e6f021bc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162836,8 +169576,8 @@ https://medium.com/@benjaminacar.private/a-comprehensive-guide-to-setup-a-new-k8 v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://medium.com/@betz.mark/understanding-resource-limits-in-kubernetes-cpu-time-9eff74d3161b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162851,8 +169591,8 @@ https://medium.com/@betz.mark/understanding-resource-limits-in-kubernetes-cpu-ti v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@bgrant0607/advantages-of-storing-configuration-in-container-registries-rather-than-git-b4266dc0c79f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162867,8 +169607,8 @@ https://medium.com/@bgrant0607/advantages-of-storing-configuration-in-container- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@bherta/using-kubernetes-operators-to-manage-the-lifecycle-of-ai-applications-5682c3b372b3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162882,8 +169622,8 @@ https://medium.com/@bherta/using-kubernetes-operators-to-manage-the-lifecycle-of v2_locations: - ocp4.md year: N/A - addition_method: manual https://medium.com/@bijit211987/devsecops-approach-with-terraform-and-ci-cd-pipelines-f556c2d5b40d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162897,8 +169637,8 @@ https://medium.com/@bijit211987/devsecops-approach-with-terraform-and-ci-cd-pipe v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@bijit211987/grafana-with-opentelemetry-vendor-neutral-and-open-source-approach-ab4bc08f67e9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162913,9 +169653,9 @@ https://medium.com/@bijit211987/grafana-with-opentelemetry-vendor-neutral-and-op v2_locations: - monitoring.md year: N/A - addition_method: manual ? https://medium.com/@bijit211987/kubernetes-ready-for-stateful-workloads-and-to-revolutionize-enterprise-database-management-3cd619b1a0b2 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033157.891887 @@ -162929,8 +169669,8 @@ https://medium.com/@bijit211987/grafana-with-opentelemetry-vendor-neutral-and-op v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/@bijit211987/kubernetes-roadmap-edd06067fa72: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162944,8 +169684,8 @@ https://medium.com/@bijit211987/kubernetes-roadmap-edd06067fa72: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@bijit211987/observability-driven-development-2bc2cdde8661: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162960,8 +169700,8 @@ https://medium.com/@bijit211987/observability-driven-development-2bc2cdde8661: v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/@bill.salvaggio/the-aws-cloud-resume-challenge-project-c5c0c6fe9593: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162975,15 +169715,15 @@ https://medium.com/@bill.salvaggio/the-aws-cloud-resume-challenge-project-c5c0c6 v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/@bill.salvaggio/the-aws-cloud-resume-challenge-project-part-ii-5c36029dbc59: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030685.009382 v1_locations: - docs/introduction.md - addition_method: manual https://medium.com/@blgreco72/debugging-kubernetes-services-locally-8cb14bf8745a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -162997,8 +169737,8 @@ https://medium.com/@blgreco72/debugging-kubernetes-services-locally-8cb14bf8745a v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@bm54cloud/stressing-a-kubernetes-pod-to-induce-an-oomkilled-error-96f3be9c931d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163013,9 +169753,9 @@ https://medium.com/@bm54cloud/stressing-a-kubernetes-pod-to-induce-an-oomkilled- v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual ? https://medium.com/@boomimagestudio-techblog/goodbye-jenkins-how-drone-simplifies-ci-cd-for-engineering-teams-everywhere-73a7db435a86 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029246.4059 @@ -163025,8 +169765,8 @@ https://medium.com/@bm54cloud/stressing-a-kubernetes-pod-to-induce-an-oomkilled- v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://medium.com/@brightzheng100/kubernetes-the-hard-way-on-docker-f512bae734af: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163040,8 +169780,8 @@ https://medium.com/@brightzheng100/kubernetes-the-hard-way-on-docker-f512bae734a v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://medium.com/@brunoolimpio/kubernetes-deepdive-parte-2-a65ffdce596d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163056,15 +169796,15 @@ https://medium.com/@brunoolimpio/kubernetes-deepdive-parte-2-a65ffdce596d: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@brunosquassoni/creating-a-kubernetes-cluster-step-by-step-bd9ae3c85275: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029609.292226 v1_locations: - docs/kubernetes-on-premise.md - addition_method: manual https://medium.com/@bubu.tripathy/blue-green-deployment-using-kubernetes-be994df956b4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163078,8 +169818,8 @@ https://medium.com/@bubu.tripathy/blue-green-deployment-using-kubernetes-be994df v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@bubu.tripathy/headless-k8s-service-924c689607a7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163093,8 +169833,8 @@ https://medium.com/@bubu.tripathy/headless-k8s-service-924c689607a7: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@bunnyshell/how-to-overcome-infrastructure-as-code-iac-challenges-f4947be7cde2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163108,8 +169848,8 @@ https://medium.com/@bunnyshell/how-to-overcome-infrastructure-as-code-iac-challe v2_locations: - iac.md year: N/A - addition_method: manual https://medium.com/@buraktahtacioglu/aws-well-architected-framework-aws-roadmap-80aaa6ca7f53: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163123,8 +169863,8 @@ https://medium.com/@buraktahtacioglu/aws-well-architected-framework-aws-roadmap- v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://medium.com/@buraktahtacioglu/gitops-fundamentals-cncf-roadmap-fa686dbced9d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163138,8 +169878,8 @@ https://medium.com/@buraktahtacioglu/gitops-fundamentals-cncf-roadmap-fa686dbced v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/@calvineotieno010/managing-application-secrets-with-hashicorp-vault-8efb5e1d87fd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163154,8 +169894,8 @@ https://medium.com/@calvineotieno010/managing-application-secrets-with-hashicorp v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@carlosedp/red-hat-openshift-virtualization-in-nested-vmware-vsphere-56c5e5d76a80: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163169,8 +169909,8 @@ https://medium.com/@carlosedp/red-hat-openshift-virtualization-in-nested-vmware- v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@casperrubaek/why-keda-is-a-game-changer-for-scaling-in-kubernetes-4ebf34cb4b61: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163184,8 +169924,8 @@ https://medium.com/@casperrubaek/why-keda-is-a-game-changer-for-scaling-in-kuber v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/@cbkwgl/continuous-monitoring-in-devops-8d4db48a0e24: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163199,8 +169939,8 @@ https://medium.com/@cbkwgl/continuous-monitoring-in-devops-8d4db48a0e24: v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/@cdoan/ibm-multicloud-manager-cluster-sizing-bc3b609b7de9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163210,8 +169950,8 @@ https://medium.com/@cdoan/ibm-multicloud-manager-cluster-sizing-bc3b609b7de9: v1_locations: - docs/ibm_cloud.md year: N/A - addition_method: manual https://medium.com/@chamakenjefi/kubernetes-deployments-using-a-configmap-with-a-custom-index-html-page-5b4de0a7aa1b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163226,9 +169966,9 @@ https://medium.com/@chamakenjefi/kubernetes-deployments-using-a-configmap-with-a v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://medium.com/@chandranathmondal/self-service-amazon-eks-cluster-provisioning-with-kubernetes-configuration-applied-372bce839d7 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033713.516154 @@ -163242,8 +169982,8 @@ https://medium.com/@chamakenjefi/kubernetes-deployments-using-a-configmap-with-a v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@charled.breteche/kind-cilium-metallb-and-no-kube-proxy-a9fe66ddfad6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163257,9 +169997,9 @@ https://medium.com/@charled.breteche/kind-cilium-metallb-and-no-kube-proxy-a9fe6 v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://medium.com/@charled.breteche/kubernetes-security-control-pod-to-pod-communications-with-cilium-network-policies-d7275b2ed378 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032371.442842 @@ -163273,8 +170013,8 @@ https://medium.com/@charled.breteche/kind-cilium-metallb-and-no-kube-proxy-a9fe6 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@charled.breteche/securing-grafana-with-keycloak-sso-d01fec05d984: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163288,8 +170028,8 @@ https://medium.com/@charled.breteche/securing-grafana-with-keycloak-sso-d01fec05 v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@chrisedrego/kubernetes-monitoring-kube-state-metrics-df6546aea324: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163303,8 +170043,8 @@ https://medium.com/@chrisedrego/kubernetes-monitoring-kube-state-metrics-df6546a v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@claudio.domingos/ansible-awx-from-scratch-to-rest-api-part-4-of-8-4aa860d823f6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163318,8 +170058,8 @@ https://medium.com/@claudio.domingos/ansible-awx-from-scratch-to-rest-api-part-4 v2_locations: - ansible.md year: N/A - addition_method: manual https://medium.com/@cloud_tips/kubernetes-incident-response-94daac6d7a2b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163333,8 +170073,8 @@ https://medium.com/@cloud_tips/kubernetes-incident-response-94daac6d7a2b: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@cloud_tips/kubernetes-security-best-practices-ea1e3913c001: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163348,9 +170088,9 @@ https://medium.com/@cloud_tips/kubernetes-security-best-practices-ea1e3913c001: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual ? https://medium.com/@clymeneallen/best-practices-monitoring-system-for-multi-k8s-cluster-environments-using-open-source-d85544052f37 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032080.278156 @@ -163364,9 +170104,9 @@ https://medium.com/@cloud_tips/kubernetes-security-best-practices-ea1e3913c001: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual ? https://medium.com/@codebob75/application-network-security-in-azure-subnets-endpoints-dns-nsgs-with-terraform-code-0bcabdb3a65b -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033187.033858 @@ -163384,8 +170124,8 @@ https://medium.com/@cloud_tips/kubernetes-security-best-practices-ea1e3913c001: - networking.md - terraform.md year: N/A - addition_method: manual https://medium.com/@codingkarma/kubernetes-goat-part-1-8718b1345a42: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163399,8 +170139,8 @@ https://medium.com/@codingkarma/kubernetes-goat-part-1-8718b1345a42: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@connect.hashblock/learn-how-you-can-create-a-chatbot-in-python-da136467309b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163414,8 +170154,8 @@ https://medium.com/@connect.hashblock/learn-how-you-can-create-a-chatbot-in-pyth v2_locations: - python.md year: N/A - addition_method: manual https://medium.com/@craig_robinson/guide-installing-an-okd-4-5-cluster-508a2631cbee: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163429,15 +170169,15 @@ https://medium.com/@craig_robinson/guide-installing-an-okd-4-5-cluster-508a2631c v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@cyber-security/devops-01-example-project-with-terraform-ade540824db1: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030220.125676 v1_locations: - docs/demos.md - addition_method: manual https://medium.com/@d.deloatch/how-to-stop-all-instances-using-aws-sdk-for-python-boto3-2e02af03177: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163452,8 +170192,8 @@ https://medium.com/@d.deloatch/how-to-stop-all-instances-using-aws-sdk-for-pytho v2_locations: - python.md year: N/A - addition_method: manual https://medium.com/@d.kumarkaran12/devsecops-with-aws-codepipeline-and-ecs-c800f139a9ee: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163467,8 +170207,8 @@ https://medium.com/@d.kumarkaran12/devsecops-with-aws-codepipeline-and-ecs-c800f v2_locations: - aws-devops.md year: N/A - addition_method: manual https://medium.com/@dan.avila7/prueba-tus-proyectos-serverless-de-forma-local-con-serverless-offline-2e555f2b5e9b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163483,8 +170223,8 @@ https://medium.com/@dan.avila7/prueba-tus-proyectos-serverless-de-forma-local-co v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://medium.com/@danielaaronw/k8s-pod-anti-affinity-dd2667a20c5f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163498,8 +170238,8 @@ https://medium.com/@danielaaronw/k8s-pod-anti-affinity-dd2667a20c5f: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-b8bac41f269d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163514,8 +170254,8 @@ https://medium.com/@danielepolencic/binding-aws-iam-roles-to-kubernetes-service- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@danielepolencic/challenge-16-throttled-93133f8fd0ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163529,8 +170269,8 @@ https://medium.com/@danielepolencic/challenge-16-throttled-93133f8fd0ad: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@danielepolencic/how-does-rbac-work-in-kubernetes-d50dd34771ca: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163544,8 +170284,8 @@ https://medium.com/@danielepolencic/how-does-rbac-work-in-kubernetes-d50dd34771c v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@danielepolencic/isolating-kubernetes-pods-for-debugging-5fe41e630e9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163559,8 +170299,8 @@ https://medium.com/@danielepolencic/isolating-kubernetes-pods-for-debugging-5fe4 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@danielepolencic/reserved-cpu-and-memory-in-kubernetes-nodes-65aee1946afd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163577,8 +170317,8 @@ https://medium.com/@danielepolencic/reserved-cpu-and-memory-in-kubernetes-nodes- - finops.md - kubernetes.md year: N/A - addition_method: manual https://medium.com/@danieljimgarcia/the-application-gateway-ingress-controller-is-broken-6aa9eb229881: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163593,9 +170333,9 @@ https://medium.com/@danieljimgarcia/the-application-gateway-ingress-controller-i v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://medium.com/@danielresponda/testing-spot-reclamation-mechanisms-with-aws-node-termination-handler-and-kubernetes-autoscaler-43194d05dae0 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032097.574967 @@ -163609,8 +170349,8 @@ https://medium.com/@danieljimgarcia/the-application-gateway-ingress-controller-i v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@dast04/writing-custom-prometheus-exporters-in-python-kubernetes-73626b66d78c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163624,8 +170364,8 @@ https://medium.com/@dast04/writing-custom-prometheus-exporters-in-python-kuberne v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/@database-mesh/database-mesh-2-0-database-governance-in-a-cloud-native-environment-3e41f0f2722c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163640,8 +170380,8 @@ https://medium.com/@database-mesh/database-mesh-2-0-database-governance-in-a-clo v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/@datosh18/gitsign-in-remote-environments-6f40f47d289f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163655,8 +170395,8 @@ https://medium.com/@datosh18/gitsign-in-remote-environments-6f40f47d289f: v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/@deejiw/test-helm-release-in-production-environment-with-zero-downtime-400c5d41ecdf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163671,8 +170411,8 @@ https://medium.com/@deejiw/test-helm-release-in-production-environment-with-zero v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/@deepanshuyadavv11/task1-integrating-github-jenkins-and-docker-d66a817774be: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163687,9 +170427,9 @@ https://medium.com/@deepanshuyadavv11/task1-integrating-github-jenkins-and-docke v2_locations: - demos.md year: N/A - addition_method: manual ? https://medium.com/@deepeshjaiswal6734/an-introduction-to-kubernetes-architecture-kubernetes-object-deep-dive-1-77205e56db5 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030951.650767 @@ -163703,8 +170443,8 @@ https://medium.com/@deepanshuyadavv11/task1-integrating-github-jenkins-and-docke v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@denhox/sharing-data-between-microservices-fe7fb9471208: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163718,9 +170458,9 @@ https://medium.com/@denhox/sharing-data-between-microservices-fe7fb9471208: v2_locations: - introduction.md year: N/A - addition_method: manual ? https://medium.com/@denniszielke/continuous-kubernetes-blue-green-deployments-on-azure-using-nginx-appgateway-or-trafficmanager-4490bce29cb -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030538.451767 @@ -163734,8 +170474,8 @@ https://medium.com/@denhox/sharing-data-between-microservices-fe7fb9471208: v2_locations: - cicd.md year: N/A - addition_method: manual https://medium.com/@devfire/how-to-become-a-devops-engineer-in-six-months-or-less-part-7-monitor-47c61aea0bf7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163750,8 +170490,8 @@ https://medium.com/@devfire/how-to-become-a-devops-engineer-in-six-months-or-les v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/@devml2016/lets-start-automation-using-jenkins-docker-github-d5f8d019ec4a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163765,8 +170505,8 @@ https://medium.com/@devml2016/lets-start-automation-using-jenkins-docker-github- v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@devopsfolks8546/1-pods-c3d1a9349ba0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163781,9 +170521,9 @@ https://medium.com/@devopsfolks8546/1-pods-c3d1a9349ba0: v2_locations: - cheatsheets.md year: N/A - addition_method: manual ? https://medium.com/@devopsrockers/blue-green-deployment-on-eks-using-argocd-with-kubecost-istio-external-dns-grafana-prometheus-d5d5508f0748 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032872.662743 @@ -163798,8 +170538,8 @@ https://medium.com/@devopsfolks8546/1-pods-c3d1a9349ba0: v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@dfrancisczok/introduction-to-kubernetes-other-kubernetes-components-and-abstract-concepts-7dfa4955d845: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163814,8 +170554,8 @@ https://medium.com/@dfrancisczok/introduction-to-kubernetes-other-kubernetes-com v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@dima.statz_89242/no-code-data-collect-api-on-aws-d79e3681d204: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163829,8 +170569,8 @@ https://medium.com/@dima.statz_89242/no-code-data-collect-api-on-aws-d79e3681d20 v2_locations: - aws-data.md year: N/A - addition_method: manual https://medium.com/@dimitrijevskiv/monitor-kubernetes-pod-status-from-a-jenkins-pipeline-e25c744d944d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163845,8 +170585,8 @@ https://medium.com/@dimitrijevskiv/monitor-kubernetes-pod-status-from-a-jenkins- v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://medium.com/@dius_au/delivering-value-on-kubernetes-8d5c5655c1b4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163860,8 +170600,8 @@ https://medium.com/@dius_au/delivering-value-on-kubernetes-8d5c5655c1b4: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@dmglascoe/deploying-iam-users-and-s3-buckets-using-boto3-and-terraform-71ec04b2e14b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163876,8 +170616,8 @@ https://medium.com/@dmglascoe/deploying-iam-users-and-s3-buckets-using-boto3-and v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@dominik.tornow/the-kubernetes-scheduler-cd429abac02f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163892,8 +170632,8 @@ https://medium.com/@dominik.tornow/the-kubernetes-scheduler-cd429abac02f: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@dotdc/a-set-of-modern-grafana-dashboards-for-kubernetes-4b989c72a4b2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163907,8 +170647,8 @@ https://medium.com/@dotdc/a-set-of-modern-grafana-dashboards-for-kubernetes-4b98 v2_locations: - grafana.md year: N/A - addition_method: manual https://medium.com/@dotdc/how-to-find-unused-prometheus-metrics-using-mimirtool-a44560173543: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163922,8 +170662,8 @@ https://medium.com/@dotdc/how-to-find-unused-prometheus-metrics-using-mimirtool- v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/@dotdc/is-your-kubernetes-api-server-exposed-learn-how-to-check-and-fix-609ab9638fae: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163938,8 +170678,8 @@ https://medium.com/@dotdc/is-your-kubernetes-api-server-exposed-learn-how-to-che v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@dsdatsme/terraform-gitops-ci-cd-with-approval-notifications-6f0807299fc4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163953,8 +170693,8 @@ https://medium.com/@dsdatsme/terraform-gitops-ci-cd-with-approval-notifications- v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@dugouchet.a/manage-your-terraform-like-a-container-d2acbc46d7d4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163968,8 +170708,8 @@ https://medium.com/@dugouchet.a/manage-your-terraform-like-a-container-d2acbc46d v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@duplocloud/infrastructure-as-code-but-you-dont-have-to-write-that-code-87ec4fe94863: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163983,8 +170723,8 @@ https://medium.com/@duplocloud/infrastructure-as-code-but-you-dont-have-to-write v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@ebin/stop-you-dont-need-microservices-dc732d70b3e0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -163998,8 +170738,8 @@ https://medium.com/@ebin/stop-you-dont-need-microservices-dc732d70b3e0: v2_locations: - faq.md year: N/A - addition_method: manual https://medium.com/@ebonyymonae/github-actions-and-automation-9637aa06af64: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164013,8 +170753,8 @@ https://medium.com/@ebonyymonae/github-actions-and-automation-9637aa06af64: v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@ebonyymonae/terraform-for-newbies-1f4c4bcd2ace: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164028,8 +170768,8 @@ https://medium.com/@ebonyymonae/terraform-for-newbies-1f4c4bcd2ace: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@eduard.mihai.lemnaru/auto-update-helm-chart-version-using-argocd-4936933a2bac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164043,9 +170783,9 @@ https://medium.com/@eduard.mihai.lemnaru/auto-update-helm-chart-version-using-ar v2_locations: - argo.md year: N/A - addition_method: manual ? https://medium.com/@eduardo854/building-your-gitops-pipeline-with-github-actions-dockerhub-and-helm-repository-553c4873116e -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029060.717414 @@ -164059,8 +170799,8 @@ https://medium.com/@eduard.mihai.lemnaru/auto-update-helm-chart-version-using-ar v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@ehsan-khodadadi/patterns-and-anti-patterns-for-a-reliable-kubernetes-infra-deployment-5724f6749b7a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164075,8 +170815,8 @@ https://medium.com/@ehsan-khodadadi/patterns-and-anti-patterns-for-a-reliable-ku v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@ehsan-khodadadi/prometheus-multi-cluster-monitoring-using-prometheus-agent-mode-cab2cdb20c11: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164091,8 +170831,8 @@ https://medium.com/@ehsan-khodadadi/prometheus-multi-cluster-monitoring-using-pr v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/@ej.sta.ana/easy-blue-green-deployment-on-openshift-container-platform-using-argo-rollouts-4d514b3c5c0f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164107,8 +170847,8 @@ https://medium.com/@ej.sta.ana/easy-blue-green-deployment-on-openshift-container v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@eliran89c/for-the-love-of-god-learn-when-to-use-cpu-limits-on-kubernetes-2225341e9dbd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164123,8 +170863,8 @@ https://medium.com/@eliran89c/for-the-love-of-god-learn-when-to-use-cpu-limits-o v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@elliotgraebert/four-great-alternatives-to-hashicorps-terraform-cloud-6e0a3a0a5482: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164139,8 +170879,8 @@ https://medium.com/@elliotgraebert/four-great-alternatives-to-hashicorps-terrafo v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@emmaliaocode/kubectl-create-vs-kubectl-apply-whats-the-differences-f6472f4c6c86: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164154,8 +170894,8 @@ https://medium.com/@emmaliaocode/kubectl-create-vs-kubectl-apply-whats-the-diffe v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://medium.com/@eoneoff/installing-istio-multicluster-deployment-with-terraform-59db2f9b2177: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164169,9 +170909,9 @@ https://medium.com/@eoneoff/installing-istio-multicluster-deployment-with-terraf v2_locations: - terraform.md year: N/A - addition_method: manual ? https://medium.com/@erfin.feluzy/tutorial-secure-your-api-with-x509-mutual-authentication-with-spring-boot-on-openshift4-416a00a47af8 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030204.216403 @@ -164185,8 +170925,8 @@ https://medium.com/@eoneoff/installing-istio-multicluster-deployment-with-terraf v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@eriky/copilot-is-genuinely-scary-and-fascinating-at-the-same-time-63ebcbf80899: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164201,8 +170941,8 @@ https://medium.com/@eriky/copilot-is-genuinely-scary-and-fascinating-at-the-same v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/@ernestkwashie3/provisioning-amazon-elastic-kubernetes-service-eks-cluster-using-terraform-5e07f1f0dc32: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164217,9 +170957,9 @@ https://medium.com/@ernestkwashie3/provisioning-amazon-elastic-kubernetes-servic v2_locations: - terraform.md year: N/A - addition_method: manual ? https://medium.com/@ershivamgupta/disaster-recovery-solution-for-azure-kubernetes-service-aks-persistent-volume-storage-f2b3d2aafcf4 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030868.32886 @@ -164233,8 +170973,8 @@ https://medium.com/@ernestkwashie3/provisioning-amazon-elastic-kubernetes-servic v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@eshiett314/mutual-tls-with-emissary-ingress-and-linkerd-4aa3ffe0413f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164248,8 +170988,8 @@ https://medium.com/@eshiett314/mutual-tls-with-emissary-ingress-and-linkerd-4aa3 v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/@espringe/amazon-s-customer-service-backdoor-be375b3428c4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164263,9 +171003,9 @@ https://medium.com/@espringe/amazon-s-customer-service-backdoor-be375b3428c4: v2_locations: - aws-security.md year: N/A - addition_method: manual ? https://medium.com/@eumaho/setting-up-readiness-and-liveness-health-check-probes-in-kubernetes-with-springboot-674eb1038377 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033068.032778 @@ -164279,8 +171019,8 @@ https://medium.com/@espringe/amazon-s-customer-service-backdoor-be375b3428c4: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@extio/understanding-kubernetes-annotations-enhancing-flexibility-and-extensibility-8f9046591aa1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164295,8 +171035,8 @@ https://medium.com/@extio/understanding-kubernetes-annotations-enhancing-flexibi v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@ezinneanne/best-api-documentation-tools-you-need-cf3ef2c47e89: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164310,8 +171050,8 @@ https://medium.com/@ezinneanne/best-api-documentation-tools-you-need-cf3ef2c47e8 v2_locations: - api.md year: N/A - addition_method: manual https://medium.com/@fabrizio-cafolla/dockerize-python-for-aws-lambda-deploy-with-github-workflow-9a930c1e86b1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164326,8 +171066,8 @@ https://medium.com/@fabrizio-cafolla/dockerize-python-for-aws-lambda-deploy-with v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://medium.com/@faisalkuzhan/day-43-90-infrastructure-as-code-iac-5a826258ee4b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164341,8 +171081,8 @@ https://medium.com/@faisalkuzhan/day-43-90-infrastructure-as-code-iac-5a826258ee v2_locations: - iac.md year: N/A - addition_method: manual https://medium.com/@far3ns/kong-the-microservice-api-gateway-526c4ca0cfa6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164356,8 +171096,8 @@ https://medium.com/@far3ns/kong-the-microservice-api-gateway-526c4ca0cfa6: v2_locations: - developerportals.md year: N/A - addition_method: manual https://medium.com/@fengruohang/database-in-kubernetes-is-that-a-good-idea-daf5775b5c1f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164371,8 +171111,8 @@ https://medium.com/@fengruohang/database-in-kubernetes-is-that-a-good-idea-daf57 v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/@firat.yasar/backup-restore-kubernetes-resources-with-velero-b7fee14e7664: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164386,8 +171126,8 @@ https://medium.com/@firat.yasar/backup-restore-kubernetes-resources-with-velero- v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://medium.com/@florian.rieger/if-you-haven-t-heard-of-descriptors-you-don-t-know-python-1ea4fd1614c2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164402,8 +171142,8 @@ https://medium.com/@florian.rieger/if-you-haven-t-heard-of-descriptors-you-don-t v2_locations: - python.md year: N/A - addition_method: manual https://medium.com/@franoisdagostini/gitops-build-infrastructure-resilient-applications-95bbc939046d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164417,8 +171157,8 @@ https://medium.com/@franoisdagostini/gitops-build-infrastructure-resilient-appli v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/@frommeyerc/containers-and-the-jvm-about-cfs-and-how-to-deal-with-it-805883b72a87: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164433,8 +171173,8 @@ https://medium.com/@frommeyerc/containers-and-the-jvm-about-cfs-and-how-to-deal- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@fvtool/jenkins-cicd-getting-started-with-groovy-and-docker-containers-part-2-b03a1b934a49: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164450,8 +171190,8 @@ https://medium.com/@fvtool/jenkins-cicd-getting-started-with-groovy-and-docker-c - jenkins.md - openshift-pipelines.md year: N/A - addition_method: manual https://medium.com/@fwiles/k9s-eks-context-error-7ff18df7547f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164465,9 +171205,9 @@ https://medium.com/@fwiles/k9s-eks-context-error-7ff18df7547f: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://medium.com/@gajaoncloud/demystifying-karpenters-advanced-features-consolidation-drift-and-spot-handling-007fbad29549 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033788.655044 @@ -164481,8 +171221,8 @@ https://medium.com/@fwiles/k9s-eks-context-error-7ff18df7547f: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@gajaoncloud/karpenter-mastery-nodepools-nodeclasses-for-workload-nirvana-bc89850fa934: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164497,9 +171237,9 @@ https://medium.com/@gajaoncloud/karpenter-mastery-nodepools-nodeclasses-for-work v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://medium.com/@gajaoncloud/unleash-the-power-of-karpenter-automating-aws-eks-scaling-and-cost-optimization-7e236319eda4 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034015.277106 @@ -164513,8 +171253,8 @@ https://medium.com/@gajaoncloud/karpenter-mastery-nodepools-nodeclasses-for-work v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@gangsta_black/grafana-cool-dashboard-for-monitoring-jenkins-with-prometheus-c7ba4f1c6297: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164528,9 +171268,9 @@ https://medium.com/@gangsta_black/grafana-cool-dashboard-for-monitoring-jenkins- v2_locations: - jenkins.md year: N/A - addition_method: manual ? https://medium.com/@gavinklfong/8-tips-to-incredibly-boost-the-efficiency-of-command-execution-on-kubernetes-using-k9s-a515a90a3a27 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029631.069059 @@ -164544,8 +171284,8 @@ https://medium.com/@gangsta_black/grafana-cool-dashboard-for-monitoring-jenkins- v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@gdiener/how-to-build-a-smaller-docker-image-76779e18d48a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164559,8 +171299,8 @@ https://medium.com/@gdiener/how-to-build-a-smaller-docker-image-76779e18d48a: v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/@geoffrey.muselli/argocd-multi-cluster-helm-charts-installation-in-mono-repo-0a406ff7c578: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164575,8 +171315,8 @@ https://medium.com/@geoffrey.muselli/argocd-multi-cluster-helm-charts-installati v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@george_bakas/mastering-github-actions-environment-variables-and-secrets-management-3daac384477b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164591,8 +171331,8 @@ https://medium.com/@george_bakas/mastering-github-actions-environment-variables- v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/@ghumare64/deploying-infrastructure-frontend-backend-on-aws-using-amazon-eks-5f1f426d618e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164606,9 +171346,9 @@ https://medium.com/@ghumare64/deploying-infrastructure-frontend-backend-on-aws-u v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://medium.com/@gjoshevski/reduce-the-cost-of-running-aks-cluster-by-leveraging-azure-spot-vms-70-and-more-e917f568c3b9 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033078.860814 @@ -164622,8 +171362,8 @@ https://medium.com/@ghumare64/deploying-infrastructure-frontend-backend-on-aws-u v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@glen.yu/getting-started-with-ebpf-and-cilium-on-gke-6553c5d7e02a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164637,8 +171377,8 @@ https://medium.com/@glen.yu/getting-started-with-ebpf-and-cilium-on-gke-6553c5d7 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@glen.yu/nginx-ingress-or-gke-ingress-d87dd9db504c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164652,8 +171392,8 @@ https://medium.com/@glen.yu/nginx-ingress-or-gke-ingress-d87dd9db504c: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@glen.yu/why-i-prefer-kyverno-over-gatekeeper-for-native-kubernetes-policy-management-35a05bb94964: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164668,8 +171408,8 @@ https://medium.com/@glen.yu/why-i-prefer-kyverno-over-gatekeeper-for-native-kube v2_locations: - securityascode.md year: N/A - addition_method: manual https://medium.com/@griggheo/initial-experiences-with-the-prometheus-monitoring-system-167054ac439c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164683,8 +171423,8 @@ https://medium.com/@griggheo/initial-experiences-with-the-prometheus-monitoring- v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/@hammadsaif061/simplifying-microservices-management-with-kubernetes-and-service-mesh-de458ce566f1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164699,8 +171439,8 @@ https://medium.com/@hammadsaif061/simplifying-microservices-management-with-kube v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/@haozhao_2156/rescue-my-openshift-cluster-from-loss-of-2-masters-59f118a30f95: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164710,8 +171450,8 @@ https://medium.com/@haozhao_2156/rescue-my-openshift-cluster-from-loss-of-2-mast v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://medium.com/@hardiktaneja_99752/lessons-after-running-kafka-in-production-626974ffd700: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164726,8 +171466,8 @@ https://medium.com/@hardiktaneja_99752/lessons-after-running-kafka-in-production v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/@hari.balagopal/create-a-helm-chart-automatically-from-kubernetes-yamls-91a4c1bf8cc5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164742,9 +171482,9 @@ https://medium.com/@hari.balagopal/create-a-helm-chart-automatically-from-kubern v2_locations: - demos.md year: N/A - addition_method: manual ? https://medium.com/@harmonh/solutions-to-communication-problems-in-microservices-using-apache-kafka-and-kafka-lens-9b6d453de352 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033617.143858 @@ -164758,8 +171498,8 @@ https://medium.com/@hari.balagopal/create-a-helm-chart-automatically-from-kubern v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/@harsh.manvar111/dont-confuse-the-difference-between-stateless-and-stateful-9f253efe3ebd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164774,8 +171514,8 @@ https://medium.com/@harsh.manvar111/dont-confuse-the-difference-between-stateles v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@harshvijaythakkar/creating-ci-cd-pipeline-for-aws-ecs-part-i-b2f61bb1522f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164789,8 +171529,8 @@ https://medium.com/@harshvijaythakkar/creating-ci-cd-pipeline-for-aws-ecs-part-i v2_locations: - aws-containers.md year: N/A - addition_method: manual https://medium.com/@haseebshaukat2/kyverno-policy-engine-for-kubernetes-b49f3fac43b9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164805,8 +171545,8 @@ https://medium.com/@haseebshaukat2/kyverno-policy-engine-for-kubernetes-b49f3fac v2_locations: - securityascode.md year: N/A - addition_method: manual https://medium.com/@hashiroulap/terraform-aws-api-gateway-6d86a010f359: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164820,8 +171560,8 @@ https://medium.com/@hashiroulap/terraform-aws-api-gateway-6d86a010f359: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@hello_9187/why-we-are-not-supporting-opentf-a46855f52dc4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164835,8 +171575,8 @@ https://medium.com/@hello_9187/why-we-are-not-supporting-opentf-a46855f52dc4: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@het.trivedi05/designing-multi-tenant-applications-on-kubernetes-f0470f8e641c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164850,8 +171590,8 @@ https://medium.com/@het.trivedi05/designing-multi-tenant-applications-on-kuberne v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@hinsulak/multi-node-lightweight-kubernetes-setup-using-k3s-454e87fdc933: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164865,8 +171605,8 @@ https://medium.com/@hinsulak/multi-node-lightweight-kubernetes-setup-using-k3s-4 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@hirushanonline/dynamic-scaling-with-kubernetes-event-driven-autoscaling-keda-caaa15096e1c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164881,8 +171621,8 @@ https://medium.com/@hirushanonline/dynamic-scaling-with-kubernetes-event-driven- v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/@hmquan08011996/set-up-microservice-on-kubernetes-write-config-file-8df7c2b07a4c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164897,8 +171637,8 @@ https://medium.com/@hmquan08011996/set-up-microservice-on-kubernetes-write-confi v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@hmquan08011996/setup-microservices-on-kubernetes-automating-kubernetes-with-argocd-cb94622dac5b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164913,8 +171653,8 @@ https://medium.com/@hmquan08011996/setup-microservices-on-kubernetes-automating- v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@hnaveed221/starting-out-with-kubernetes-21d0bd03c956: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164928,8 +171668,8 @@ https://medium.com/@hnaveed221/starting-out-with-kubernetes-21d0bd03c956: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@hubian/16-best-practices-in-spring-boot-production-62c065a6145c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164943,8 +171683,8 @@ https://medium.com/@hubian/16-best-practices-in-spring-boot-production-62c065a61 v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://medium.com/@hunkarbozkurt/what-is-devops-how-was-devops-derived-660ef47d42d6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164958,8 +171698,8 @@ https://medium.com/@hunkarbozkurt/what-is-devops-how-was-devops-derived-660ef47d v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/@i180826/using-docker-to-build-react-app-49862615e6f8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164973,8 +171713,8 @@ https://medium.com/@i180826/using-docker-to-build-react-app-49862615e6f8: v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/@icheko/wordpress-high-availability-on-kubernetes-f6c0bcc2f28d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -164988,8 +171728,8 @@ https://medium.com/@icheko/wordpress-high-availability-on-kubernetes-f6c0bcc2f28 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@imarunrk/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165003,8 +171743,8 @@ https://medium.com/@imarunrk/continuous-gitops-the-way-to-do-devops-in-kubernete v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/@imaze.enabulele/autoscaling-ec2-instances-for-high-availability-and-stress-testing-946b41f229e2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165019,8 +171759,8 @@ https://medium.com/@imaze.enabulele/autoscaling-ec2-instances-for-high-availabil v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/@interviewready/data-replication-in-distributed-system-87f7d265ff28: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165034,8 +171774,8 @@ https://medium.com/@interviewready/data-replication-in-distributed-system-87f7d2 v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/@isalapiyarisi/getting-started-on-kubernetes-observability-with-ebpf-88139eb13fb2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165050,9 +171790,9 @@ https://medium.com/@isalapiyarisi/getting-started-on-kubernetes-observability-wi v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual ? https://medium.com/@ishana98dadhich/integrating-aws-secret-manager-with-eks-and-use-secrets-inside-the-pods-part-1-1938b0c3c2fb -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029151.227749 @@ -165068,8 +171808,8 @@ https://medium.com/@isalapiyarisi/getting-started-on-kubernetes-observability-wi - devsecops.md - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@ismailyenigul/how-to-enable-openshift-oc-bash-auto-completion-958b80e56e17: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165083,8 +171823,8 @@ https://medium.com/@ismailyenigul/how-to-enable-openshift-oc-bash-auto-completio v2_locations: - openshift.md year: N/A - addition_method: manual https://medium.com/@issy972/balancing-reliability-cost-and-performance-with-kubernetes-45aae8489a3c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165098,8 +171838,8 @@ https://medium.com/@issy972/balancing-reliability-cost-and-performance-with-kube v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@it-craftsman/how-to-fix-kubernetes-namespaces-stuck-in-terminating-state-ea46c5fff045: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165114,8 +171854,8 @@ https://medium.com/@it-craftsman/how-to-fix-kubernetes-namespaces-stuck-in-termi v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@jainal/mastering-graceful-shutdown-in-distributed-systems-and-microservices-29c311e49660: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165130,8 +171870,8 @@ https://medium.com/@jainal/mastering-graceful-shutdown-in-distributed-systems-an v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@jake.page91/the-guide-to-kubectl-i-never-had-3874cc6074ff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165145,8 +171885,8 @@ https://medium.com/@jake.page91/the-guide-to-kubectl-i-never-had-3874cc6074ff: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://medium.com/@jasonmfehr/inspecting-kubernetes-client-to-api-server-network-traffic-cd6d1802bb43: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165161,8 +171901,8 @@ https://medium.com/@jasonmfehr/inspecting-kubernetes-client-to-api-server-networ v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@jasonmfehr/kubernetes-informers-opening-the-mystery-box-4cd690a43a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165176,8 +171916,8 @@ https://medium.com/@jasonmfehr/kubernetes-informers-opening-the-mystery-box-4cd6 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@javachampions/java-is-still-free-2-0-0-6b9aa8d6d244: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165191,8 +171931,8 @@ https://medium.com/@javachampions/java-is-still-free-2-0-0-6b9aa8d6d244: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://medium.com/@jdxcode/12-factor-cli-apps-dd3c227a0e46: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165206,8 +171946,8 @@ https://medium.com/@jdxcode/12-factor-cli-apps-dd3c227a0e46: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://medium.com/@jeevansathisocial/high-performance-api-gateway-3661d5a2fee0s-3661d5a2fee0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165221,8 +171961,8 @@ https://medium.com/@jeevansathisocial/high-performance-api-gateway-3661d5a2fee0s v2_locations: - developerportals.md year: N/A - addition_method: manual https://medium.com/@jeremyaherzog/cicada-an-integration-testing-framework-for-docker-and-kubernetes-7eee5624cc55: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165232,8 +171972,8 @@ https://medium.com/@jeremyaherzog/cicada-an-integration-testing-framework-for-do v1_locations: - docs/testops.md year: N/A - addition_method: manual https://medium.com/@jerome.decoster/create-temporary-environment-from-pull-request-with-argocd-applicationset-1cef9803223a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165248,8 +171988,8 @@ https://medium.com/@jerome.decoster/create-temporary-environment-from-pull-reque v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@jerome.decoster/kubernetes-eks-canary-deployment-1ef79ae89dfc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165263,8 +172003,8 @@ https://medium.com/@jerome.decoster/kubernetes-eks-canary-deployment-1ef79ae89df v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@jerome_tarte/extend-your-toolset-with-kubectl-plugin-55596067595f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165278,8 +172018,8 @@ https://medium.com/@jerome_tarte/extend-your-toolset-with-kubectl-plugin-5559606 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@jerome_tarte/managing-your-sensitive-information-during-gitops-process-with-secret-sealed-27498c77e2b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165294,8 +172034,8 @@ https://medium.com/@jerome_tarte/managing-your-sensitive-information-during-gito v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@jettycloud/making-sense-of-kubernetes-cpu-requests-and-limits-390bbb5b7c92: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165309,8 +172049,8 @@ https://medium.com/@jettycloud/making-sense-of-kubernetes-cpu-requests-and-limit v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@jjlakis/gcp-secret-manager-with-self-hosted-kubernetes-db35d01d65f0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165324,8 +172064,8 @@ https://medium.com/@jjlakis/gcp-secret-manager-with-self-hosted-kubernetes-db35d v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@jlamillan/rancher-deployed-kubernetes-on-oracle-cloud-infrastructure-6b0656cdaec0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165339,8 +172079,8 @@ https://medium.com/@jlamillan/rancher-deployed-kubernetes-on-oracle-cloud-infras v2_locations: - rancher.md year: N/A - addition_method: manual https://medium.com/@jmrobles/how-to-setup-hetzner-load-balancer-on-a-kubernetes-cluster-2ce79ca4a27b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165354,8 +172094,8 @@ https://medium.com/@jmrobles/how-to-setup-hetzner-load-balancer-on-a-kubernetes- v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@joelbelton/optimising-docker-performance-the-key-4-techniques-you-need-6440cfebb650: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165370,8 +172110,8 @@ https://medium.com/@joelbelton/optimising-docker-performance-the-key-4-technique v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/@joelkaplan1/gitops-with-istio-tekton-and-argo-cd-on-openshift-4-5e42d22994e3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165385,8 +172125,8 @@ https://medium.com/@joelkaplan1/gitops-with-istio-tekton-and-argo-cd-on-openshif v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/@jon.mclean/argocd-the-gitops-way-90f7eb0d2606: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165400,8 +172140,8 @@ https://medium.com/@jon.mclean/argocd-the-gitops-way-90f7eb0d2606: v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@jonathan_37674/comparing-kubernetes-security-frameworks-and-guidance-f1c2821ea733: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165415,8 +172155,8 @@ https://medium.com/@jonathan_37674/comparing-kubernetes-security-frameworks-and- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@jonathan_37674/how-to-keep-your-ci-cd-pipelines-secure-armo-8e962bc51fb6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165430,8 +172170,8 @@ https://medium.com/@jonathan_37674/how-to-keep-your-ci-cd-pipelines-secure-armo- v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@jonathan_37674/how-to-secure-kubernetes-ingress-by-armo-cb86086ec540: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165445,8 +172185,8 @@ https://medium.com/@jonathan_37674/how-to-secure-kubernetes-ingress-by-armo-cb86 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@jonathan_37674/how-to-validate-kubernetes-yaml-files-armo-e45dd006d633: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165460,8 +172200,8 @@ https://medium.com/@jonathan_37674/how-to-validate-kubernetes-yaml-files-armo-e4 v2_locations: - yaml.md year: N/A - addition_method: manual https://medium.com/@jonathan_37674/kubernetes-1-27-everything-you-should-know-armo-236de6d77272: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165476,8 +172216,8 @@ https://medium.com/@jonathan_37674/kubernetes-1-27-everything-you-should-know-ar v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://medium.com/@jonathan_37674/kubernetes-admission-controller-the-definitive-guide-786b09279418: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165492,8 +172232,8 @@ https://medium.com/@jonathan_37674/kubernetes-admission-controller-the-definitiv v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@jonathan_37674/kubernetes-security-best-practices-definitive-guide-bcb546e9f529: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165508,8 +172248,8 @@ https://medium.com/@jonathan_37674/kubernetes-security-best-practices-definitive v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@jonathan_37674/what-have-we-learned-from-scanning-over-10k-kubernetes-clusters-b0ac6b250427: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165524,8 +172264,8 @@ https://medium.com/@jonathan_37674/what-have-we-learned-from-scanning-over-10k-k v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@jpcontad/a-year-of-running-kubernetes-as-a-product-7eed1204eecd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165540,8 +172280,8 @@ https://medium.com/@jpcontad/a-year-of-running-kubernetes-as-a-product-7eed1204e v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@jportasa/ecs-jenkins-plugin-to-create-ephemeral-slaves-in-fargate-8cb80b46fb75: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165555,8 +172295,8 @@ https://medium.com/@jportasa/ecs-jenkins-plugin-to-create-ephemeral-slaves-in-fa v2_locations: - jenkins.md year: N/A - addition_method: manual https://medium.com/@jstrachan/fabric8-please-check-out-jenkins-x-instead-8295a025173a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165570,8 +172310,8 @@ https://medium.com/@jstrachan/fabric8-please-check-out-jenkins-x-instead-8295a02 v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://medium.com/@jtdv01/kubernetes-authorization-and-role-based-access-controls-ca0b7acc17a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165586,8 +172326,8 @@ https://medium.com/@jtdv01/kubernetes-authorization-and-role-based-access-contro v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@juliorenner123/k8s-creating-a-kube-scheduler-plugin-8a826c486a1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165601,8 +172341,8 @@ https://medium.com/@juliorenner123/k8s-creating-a-kube-scheduler-plugin-8a826c48 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@junjun231953_53717/terraform-best-practices-737153356d41: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165616,8 +172356,8 @@ https://medium.com/@junjun231953_53717/terraform-best-practices-737153356d41: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@jweng1/setting-up-kafkasource-to-send-data-and-displayed-with-knative-event-display-33891b253442: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165631,8 +172371,8 @@ https://medium.com/@jweng1/setting-up-kafkasource-to-send-data-and-displayed-wit v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@kachidude007/setting-up-an-access-token-in-gitlab-for-a-jenkins-pipeline-a688dd6c994a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165647,8 +172387,8 @@ https://medium.com/@kachidude007/setting-up-an-access-token-in-gitlab-for-a-jenk v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@kajan26/the-myth-of-scalability-in-kubernetes-e49953944b8e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165662,8 +172402,8 @@ https://medium.com/@kajan26/the-myth-of-scalability-in-kubernetes-e49953944b8e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@karanshingde/machine-learning-in-production-your-comprehensive-101-practical-guide-c7de0b5ad011: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165678,8 +172418,8 @@ https://medium.com/@karanshingde/machine-learning-in-production-your-comprehensi v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/@kennethtcp/how-to-spread-replica-pods-into-nodes-evenly-by-topologyspreadconstraints-8abd03424aae: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165694,8 +172434,8 @@ https://medium.com/@kennethtcp/how-to-spread-replica-pods-into-nodes-evenly-by-t v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@kevin30101999/machine-learning-pipeline-using-argo-workflow-be91feb07c41: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165710,9 +172450,9 @@ https://medium.com/@kevin30101999/machine-learning-pipeline-using-argo-workflow- v2_locations: - mlops.md year: N/A - addition_method: manual ? https://medium.com/@kewynakshlley/performance-evaluation-of-the-autoscaling-strategies-vertical-and-horizontal-using-kubernetes-42d9a1663e6b -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032420.900594 @@ -165726,8 +172466,8 @@ https://medium.com/@kevin30101999/machine-learning-pipeline-using-argo-workflow- v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/@kinghuang/docker-compose-anchors-aliases-extensions-a1e4105d70bd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165742,8 +172482,8 @@ https://medium.com/@kinghuang/docker-compose-anchors-aliases-extensions-a1e4105d v2_locations: - yaml.md year: N/A - addition_method: manual https://medium.com/@knoldus/configure-ssl-certificate-with-cert-manager-on-kubernetes-e5ca8a804e16: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165757,8 +172497,8 @@ https://medium.com/@knoldus/configure-ssl-certificate-with-cert-manager-on-kuber v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@knoldus/how-to-schedule-pods-on-nodes-in-kubernetes-af321d8ea5d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165772,8 +172512,8 @@ https://medium.com/@knoldus/how-to-schedule-pods-on-nodes-in-kubernetes-af321d8e v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@knoldus/introduction-to-kubernetes-deployment-strategies-part-3-5037a6b4d6aa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165784,8 +172524,8 @@ https://medium.com/@knoldus/introduction-to-kubernetes-deployment-strategies-par v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://medium.com/@knoldus/introduction-to-sealed-secrets-in-kubernetes-7857b361a845: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165795,8 +172535,8 @@ https://medium.com/@knoldus/introduction-to-sealed-secrets-in-kubernetes-7857b36 v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@knoldus/using-sealed-secrets-in-kubernetes-7f7518d4c984: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165810,8 +172550,8 @@ https://medium.com/@knoldus/using-sealed-secrets-in-kubernetes-7f7518d4c984: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@krishnendupatra/best-practices-to-achieve-zero-downtime-on-kubernetes-deployments-438f15cd811e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165826,8 +172566,8 @@ https://medium.com/@krishnendupatra/best-practices-to-achieve-zero-downtime-on-k v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@kylekhunter/kubernetes-monitoring-with-prometheus-a149c35694c4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165841,8 +172581,8 @@ https://medium.com/@kylekhunter/kubernetes-monitoring-with-prometheus-a149c35694 v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@kylelzk/kubernetes-theory-understanding-kubernetes-components-a-deep-dive-ac31b7463df2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165857,8 +172597,8 @@ https://medium.com/@kylelzk/kubernetes-theory-understanding-kubernetes-component v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@ladoui.bilal/10-git-commands-should-every-devops-should-know-6ae07f5e1989: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165872,8 +172612,8 @@ https://medium.com/@ladoui.bilal/10-git-commands-should-every-devops-should-know v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/@lambdaEranga/monitor-kubernets-services-endpoints-with-prometheus-blackbox-exporter-a64e062c05d5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165888,8 +172628,8 @@ https://medium.com/@lambdaEranga/monitor-kubernets-services-endpoints-with-prome v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@leocherian/simple-cdk-app-to-create-eks-cluster-06f651a12ccd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165903,8 +172643,8 @@ https://medium.com/@leocherian/simple-cdk-app-to-create-eks-cluster-06f651a12ccd v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@lessandro.ugulino/securing-the-kubernetes-cluster-c5ab43fe0dd0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165918,8 +172658,8 @@ https://medium.com/@lessandro.ugulino/securing-the-kubernetes-cluster-c5ab43fe0d v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@lfoster49203/kubernetes-on-azure-setting-up-a-cluster-on-microsoft-azure-with-azure-aks-d6bee3eaa65: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165934,8 +172674,8 @@ https://medium.com/@lfoster49203/kubernetes-on-azure-setting-up-a-cluster-on-mic v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@litombeg/kubernetes-high-level-architecture-8a39456c2023: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165949,8 +172689,8 @@ https://medium.com/@litombeg/kubernetes-high-level-architecture-8a39456c2023: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@lucapompei91/kubernetes-observability-17a7875a38f6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165964,8 +172704,8 @@ https://medium.com/@lucapompei91/kubernetes-observability-17a7875a38f6: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@lupass93/zero-trust-architecture-on-kubernetes-with-istio-service-mesh-eade6c5a3c53: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165980,8 +172720,8 @@ https://medium.com/@lupass93/zero-trust-architecture-on-kubernetes-with-istio-se v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/@m.json/the-kubernetes-cloud-controller-manager-d440af0d2be5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -165995,8 +172735,8 @@ https://medium.com/@m.json/the-kubernetes-cloud-controller-manager-d440af0d2be5: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@madhankannan7/kubernetes-in-production-key-considerations-b2ead677fd78: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166010,8 +172750,8 @@ https://medium.com/@madhankannan7/kubernetes-in-production-key-considerations-b2 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@maggarwa/part-1-why-red-hat-openshift-service-mesh-54b8b6ae1a8f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166025,8 +172765,8 @@ https://medium.com/@maggarwa/part-1-why-red-hat-openshift-service-mesh-54b8b6ae1 v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/@magstherdev/opentelemetry-on-kubernetes-c167f024b35f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166040,8 +172780,8 @@ https://medium.com/@magstherdev/opentelemetry-on-kubernetes-c167f024b35f: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@magstherdev/opentelemetry-operator-d3d407354cbf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166057,8 +172797,8 @@ https://medium.com/@magstherdev/opentelemetry-operator-d3d407354cbf: - kubernetes-operators-controllers.md - monitoring.md year: N/A - addition_method: manual https://medium.com/@maneesha649nirman/design-patterns-for-microservices-30bed0d215f5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166072,9 +172812,9 @@ https://medium.com/@maneesha649nirman/design-patterns-for-microservices-30bed0d2 v2_locations: - introduction.md year: N/A - addition_method: manual ? https://medium.com/@maninder.bindra/using-nginx-ingress-controller-to-restrict-access-by-ip-ip-whitelisting-for-a-service-deployed-to-bd5c86dc66d6 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033772.782319 @@ -166088,8 +172828,8 @@ https://medium.com/@maneesha649nirman/design-patterns-for-microservices-30bed0d2 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@marc.guerrini/diy-istio-validate-jwt-1ffbd488b1f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166103,8 +172843,8 @@ https://medium.com/@marc.guerrini/diy-istio-validate-jwt-1ffbd488b1f3: v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/@marc.khouzam/shell-completion-for-plugins-with-helm-3-8-7cb001012a54: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166118,8 +172858,8 @@ https://medium.com/@marc.khouzam/shell-completion-for-plugins-with-helm-3-8-7cb0 v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/@marco.franssen/gitops-using-helmsman-to-apply-helm-charts-to-k8s-1a7217ced411: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166133,8 +172873,8 @@ https://medium.com/@marco.franssen/gitops-using-helmsman-to-apply-helm-charts-to v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/@marco.franssen/install-hashicorp-vault-on-kubernetes-using-helm-part-2-d612cf6c0c91: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166145,9 +172885,9 @@ https://medium.com/@marco.franssen/install-hashicorp-vault-on-kubernetes-using-h v1_locations: - docs/devsecops.md year: N/A - addition_method: manual ? https://medium.com/@marinradjenovic/why-do-you-still-need-to-think-of-scalability-when-architecting-serverless-apps-a2e1f14e3eca -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029899.073319 @@ -166161,8 +172901,8 @@ https://medium.com/@marco.franssen/install-hashicorp-vault-on-kubernetes-using-h v2_locations: - serverless.md year: N/A - addition_method: manual https://medium.com/@mariusz_kujawski/terraform-for-a-data-engineer-553f7538fec8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166176,8 +172916,8 @@ https://medium.com/@mariusz_kujawski/terraform-for-a-data-engineer-553f7538fec8: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@mark.andreev/how-to-configure-kubernetes-memory-limits-for-java-application-ec0cc5a68c24: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166192,8 +172932,8 @@ https://medium.com/@mark.andreev/how-to-configure-kubernetes-memory-limits-for-j v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@markcallen_devops/setup-kubernetes-admin-on-linux-with-brew-da143cef1c90: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166207,8 +172947,8 @@ https://medium.com/@markcallen_devops/setup-kubernetes-admin-on-linux-with-brew- v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@marko.luksa/delaying-application-start-until-sidecar-is-ready-2ec2d21a7b74: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166222,8 +172962,8 @@ https://medium.com/@marko.luksa/delaying-application-start-until-sidecar-is-read v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@marom.itamar/kubernetes-controllers-custom-resources-and-operators-explained-8e92f46829f6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166238,8 +172978,8 @@ https://medium.com/@marom.itamar/kubernetes-controllers-custom-resources-and-ope v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/@martin.hodges/adding-observability-to-a-kubernetes-cluster-using-prometheus-c2cba6c0fdaa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166254,8 +172994,8 @@ https://medium.com/@martin.hodges/adding-observability-to-a-kubernetes-cluster-u v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@martin.hodges/enabling-tls-on-your-vault-cluster-on-kubernetes-0d20439b13d0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166269,8 +173009,8 @@ https://medium.com/@martin.hodges/enabling-tls-on-your-vault-cluster-on-kubernet v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@martin.hodges/how-to-install-keycloak-iam-on-your-kubernetes-cluster-backed-by-postgres-1228eae4faeb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166285,9 +173025,9 @@ https://medium.com/@martin.hodges/how-to-install-keycloak-iam-on-your-kubernetes v2_locations: - devsecops.md year: N/A - addition_method: manual ? https://medium.com/@martin.hodges/introduction-to-vault-to-provide-secret-management-in-your-kubernetes-cluster-658b58372569 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032869.050703 @@ -166301,9 +173041,9 @@ https://medium.com/@martin.hodges/how-to-install-keycloak-iam-on-your-kubernetes v2_locations: - devsecops.md year: N/A - addition_method: manual ? https://medium.com/@martin.hodges/use-terraform-ansible-and-github-actions-to-automate-running-your-spring-boot-application-on-e82424da828e -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031844.316104 @@ -166317,8 +173057,8 @@ https://medium.com/@martin.hodges/how-to-install-keycloak-iam-on-your-kubernetes v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@martin.hodges/using-a-wildcard-certificate-within-your-kubernetes-cluster-87c014e8dafe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166333,8 +173073,8 @@ https://medium.com/@martin.hodges/using-a-wildcard-certificate-within-your-kuber v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@martin.hodges/why-do-i-need-an-api-gateway-on-a-kubernetes-cluster-c70f15da836c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166349,9 +173089,9 @@ https://medium.com/@martin.hodges/why-do-i-need-an-api-gateway-on-a-kubernetes-c v2_locations: - developerportals.md year: N/A - addition_method: manual ? https://medium.com/@martin.schneppenheim/utilizing-and-monitoring-kubernetes-cluster-resources-more-effectively-using-this-tool-df4c68ec2053 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032368.388018 @@ -166364,8 +173104,8 @@ https://medium.com/@martin.hodges/why-do-i-need-an-api-gateway-on-a-kubernetes-c v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@mathieuces/how-to-calculate-cpu-for-containers-in-k8s-dynamically-47a89e3886eb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166380,8 +173120,8 @@ https://medium.com/@mathieuces/how-to-calculate-cpu-for-containers-in-k8s-dynami v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@mbarkin.narin/problem-solving-strategies-for-microservice-architecture-part-iii-c15830151890: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166396,9 +173136,9 @@ https://medium.com/@mbarkin.narin/problem-solving-strategies-for-microservice-ar v2_locations: - introduction.md year: N/A - addition_method: manual ? https://medium.com/@mehmetodabashi/authentication-and-authorization-in-kubernetes-client-certificates-and-role-based-access-control-d4e98a3c1098 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033619.15322 @@ -166412,9 +173152,9 @@ https://medium.com/@mbarkin.narin/problem-solving-strategies-for-microservice-ar v2_locations: - kubernetes-security.md year: N/A - addition_method: manual ? https://medium.com/@mehmetodabashi/kubernetes-networking-and-service-object-understanding-clusterip-and-nodeport-with-hands-on-study-90cfeaf66e8c -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031999.82984 @@ -166428,8 +173168,8 @@ https://medium.com/@mbarkin.narin/problem-solving-strategies-for-microservice-ar v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@meng.yan/what-happens-when-deleting-a-pod-d1219c7e1b53: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166443,8 +173183,8 @@ https://medium.com/@meng.yan/what-happens-when-deleting-a-pod-d1219c7e1b53: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@mertmengu/aws-sam-cli-advanced-serverless-deployments-07432fee87ab: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166458,8 +173198,8 @@ https://medium.com/@mertmengu/aws-sam-cli-advanced-serverless-deployments-07432f v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://medium.com/@mfsilv/kubernetes-a-gentle-introduction-9d23de7f00e0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166473,8 +173213,8 @@ https://medium.com/@mfsilv/kubernetes-a-gentle-introduction-9d23de7f00e0: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@mfsilv/kubernetes-for-dummies-the-cluster-7cf6a7b5532: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166484,8 +173224,8 @@ https://medium.com/@mfsilv/kubernetes-for-dummies-the-cluster-7cf6a7b5532: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://medium.com/@michaeljguarino/how-we-created-an-in-browser-kubernetes-experience-58c065cda803: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166499,8 +173239,8 @@ https://medium.com/@michaeljguarino/how-we-created-an-in-browser-kubernetes-expe v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@michaelkm03/api-testing-with-postman-build-a-dynamic-test-suite-e874f4d78e69: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166510,8 +173250,8 @@ https://medium.com/@michaelkm03/api-testing-with-postman-build-a-dynamic-test-su v1_locations: - docs/postman.md year: N/A - addition_method: manual https://medium.com/@michaelkm03/rest-api-test-automation-with-postman-jenkins-1-of-3-860edf3c2a45: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166521,8 +173261,8 @@ https://medium.com/@michaelkm03/rest-api-test-automation-with-postman-jenkins-1- v1_locations: - docs/postman.md year: N/A - addition_method: manual https://medium.com/@micheldirk/on-amazon-eks-and-karpenter-2b84e75e254e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166536,8 +173276,8 @@ https://medium.com/@micheldirk/on-amazon-eks-and-karpenter-2b84e75e254e: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166553,9 +173293,9 @@ https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8: - azure.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual ? https://medium.com/@mike_tyson_cloud/aws-landing-zone-mastering-the-architecture-best-practices-and-design-secrets-a37746f72962 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030846.497745 @@ -166569,8 +173309,8 @@ https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://medium.com/@mike_tyson_cloud/it-automation-10-alternatives-to-terraform-286107def5ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166584,8 +173324,8 @@ https://medium.com/@mike_tyson_cloud/it-automation-10-alternatives-to-terraform- v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@mjkool/kubernetes-operator-simplified-96b8c8f7e627: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166599,9 +173339,9 @@ https://medium.com/@mjkool/kubernetes-operator-simplified-96b8c8f7e627: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual ? https://medium.com/@mkremer_75412/why-postgres-rds-didnt-work-for-us-and-why-it-won-t-work-for-you-if-you-re-implementing-a-big-6c4fff5a8644 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031539.734656 @@ -166615,8 +173355,8 @@ https://medium.com/@mjkool/kubernetes-operator-simplified-96b8c8f7e627: v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/@moep_moep/test-driven-development-with-ansible-using-molecule-3386cef987ac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166630,8 +173370,8 @@ https://medium.com/@moep_moep/test-driven-development-with-ansible-using-molecul v2_locations: - ansible.md year: N/A - addition_method: manual https://medium.com/@mohaamer5/kubernetes-pod-priority-and-preemption-943c58aee07d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166645,8 +173385,8 @@ https://medium.com/@mohaamer5/kubernetes-pod-priority-and-preemption-943c58aee07 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@moshe.beladev.mb/better-debugging-environment-for-your-micro-services-9420a71b8a37: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166660,8 +173400,8 @@ https://medium.com/@moshe.beladev.mb/better-debugging-environment-for-your-micro v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@muhidabid.cs/why-does-kubernetes-need-ingress-73d969fb6ffe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166675,8 +173415,8 @@ https://medium.com/@muhidabid.cs/why-does-kubernetes-need-ingress-73d969fb6ffe: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@muppedaanvesh/a-hand-on-guide-to-vault-in-kubernetes-%EF%B8%8F-1daf73f331bd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166690,9 +173430,9 @@ https://medium.com/@muppedaanvesh/a-hand-on-guide-to-vault-in-kubernetes-%EF%B8% v2_locations: - devsecops.md year: N/A - addition_method: manual ? https://medium.com/@muppedaanvesh/a-hands-on-guide-to-kubernetes-monitoring-using-prometheus-grafana-%EF%B8%8F-b0e00b1ae039 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032360.926772 @@ -166706,8 +173446,8 @@ https://medium.com/@muppedaanvesh/a-hand-on-guide-to-vault-in-kubernetes-%EF%B8% v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@muppedaanvesh/azure-devops-self-hosted-agents-on-kubernetes-part-1-aa91e7912f79: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166722,8 +173462,8 @@ https://medium.com/@muppedaanvesh/azure-devops-self-hosted-agents-on-kubernetes- v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/@mustafaaltunok/how-ingress-service-deployment-and-pod-link-to-eachother-d3a6ae2c0e06: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166738,8 +173478,8 @@ https://medium.com/@mustafaaltunok/how-ingress-service-deployment-and-pod-link-t v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@nadinCodeHat/http-based-microservices-is-a-bad-idea-670d3db29ca6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166753,8 +173493,8 @@ https://medium.com/@nadinCodeHat/http-based-microservices-is-a-bad-idea-670d3db2 v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/@nanditasahu031/devsecops-implementing-secure-ci-cd-pipelines-9653726b4916: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166769,8 +173509,8 @@ https://medium.com/@nanditasahu031/devsecops-implementing-secure-ci-cd-pipelines v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@nanditasahu031/how-to-integrate-hashicorp-vault-with-jenkins-to-secure-your-secrets-f13bb36e28e9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166781,8 +173521,8 @@ https://medium.com/@nanditasahu031/how-to-integrate-hashicorp-vault-with-jenkins v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://medium.com/@nanditasahu031/how-to-start-with-kustomize-its-features-dd541c3d2fa8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166796,8 +173536,8 @@ https://medium.com/@nanditasahu031/how-to-start-with-kustomize-its-features-dd54 v2_locations: - kustomize.md year: N/A - addition_method: manual https://medium.com/@nanditasahu031/how-to-start-with-terragrunt-5cd1a842088a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166811,8 +173551,8 @@ https://medium.com/@nanditasahu031/how-to-start-with-terragrunt-5cd1a842088a: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@nanditasahu031/istio-service-mesh-a11654f90ed9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166826,8 +173566,8 @@ https://medium.com/@nanditasahu031/istio-service-mesh-a11654f90ed9: v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/@nanditasahu031/terraform-with-gcp-cloud-d25d60a6e740: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166841,8 +173581,8 @@ https://medium.com/@nanditasahu031/terraform-with-gcp-cloud-d25d60a6e740: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@nanditasahu031/terraformer-generate-terraform-files-from-existing-infrastructure-5d709fedd2b9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166857,15 +173597,15 @@ https://medium.com/@nanditasahu031/terraformer-generate-terraform-files-from-exi v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@nblaye/exporting-kafka-jmx-metrics-to-grafana-1b9d32fe900a: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032731.773289 v1_locations: - docs/monitoring.md - addition_method: manual https://medium.com/@neonforge/why-you-shouldnt-use-aws-managed-kms-keys-83d9eb9d5090: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166879,8 +173619,8 @@ https://medium.com/@neonforge/why-you-shouldnt-use-aws-managed-kms-keys-83d9eb9d v2_locations: - aws-security.md year: N/A - addition_method: manual https://medium.com/@nidhibansal26/iac-and-openshift-virtualization-handshake-c0a4ada79af5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166894,8 +173634,8 @@ https://medium.com/@nidhibansal26/iac-and-openshift-virtualization-handshake-c0a v2_locations: - iac.md year: N/A - addition_method: manual https://medium.com/@nikhil.purva/securing-kubernetes-secrets-with-hashicorp-vault-a9555728e095: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166909,8 +173649,8 @@ https://medium.com/@nikhil.purva/securing-kubernetes-secrets-with-hashicorp-vaul v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@niklas.uhrberg/auto-scaling-in-kubernetes-using-kafka-and-application-metrics-part-1-a509256b64ff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166925,8 +173665,8 @@ https://medium.com/@niklas.uhrberg/auto-scaling-in-kubernetes-using-kafka-and-ap v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/@noelgass/azure-common-monitoring-with-terraform-543aee6dd1f1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166941,8 +173681,8 @@ https://medium.com/@noelgass/azure-common-monitoring-with-terraform-543aee6dd1f1 v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@nomulex/how-to-create-an-ssh-tunnel-to-a-remote-database-in-kubernetes-8e702e927328: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166957,8 +173697,8 @@ https://medium.com/@nomulex/how-to-create-an-ssh-tunnel-to-a-remote-database-in- v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-1-fca5f6b3639b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166973,8 +173713,8 @@ https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-par v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-2-e8ca6c2cc45c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166985,8 +173725,8 @@ https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-par v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-3-10dec988757: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -166997,8 +173737,8 @@ https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-par v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-4-3856f0756a03: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167009,8 +173749,8 @@ https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-par v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-5-a4c22f0c0245: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167021,8 +173761,8 @@ https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-par v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-c4b45a080bac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167036,8 +173776,8 @@ https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-c4b45a080bac: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-last-part-c68ca71bc2ce: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167051,8 +173791,8 @@ https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-last-part-c68ca71bc v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://medium.com/@nsfabrice2009/how-to-install-argocd-on-k8s-cluster-ad9084c71f16: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167066,8 +173806,8 @@ https://medium.com/@nsfabrice2009/how-to-install-argocd-on-k8s-cluster-ad9084c71 v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@oamdev2020/glue-terraform-ecosystem-into-kubernetes-world-3e5d6feb461e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167081,8 +173821,8 @@ https://medium.com/@oamdev2020/glue-terraform-ecosystem-into-kubernetes-world-3e v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@okandavut/what-is-gitflow-c0be7a659992: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167096,9 +173836,9 @@ https://medium.com/@okandavut/what-is-gitflow-c0be7a659992: v2_locations: - git.md year: N/A - addition_method: manual ? https://medium.com/@olivier.gaumond/why-am-i-able-to-bind-a-privileged-port-in-my-container-without-the-net-bind-service-capability-60972a4d5496 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029513.462402 @@ -167112,8 +173852,8 @@ https://medium.com/@okandavut/what-is-gitflow-c0be7a659992: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@onai.rotich/4-tools-that-make-it-easy-to-manage-your-kubernetes-cluster-be252847cd85: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167128,8 +173868,8 @@ https://medium.com/@onai.rotich/4-tools-that-make-it-easy-to-manage-your-kuberne v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@onai.rotich/understand-container-metrics-and-why-they-matter-9e88434ca62a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167143,8 +173883,8 @@ https://medium.com/@onai.rotich/understand-container-metrics-and-why-they-matter v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@orangecola3/understanding-podsecurity-in-kubernetes-e58a65102056: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167158,9 +173898,9 @@ https://medium.com/@orangecola3/understanding-podsecurity-in-kubernetes-e58a6510 v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://medium.com/@orellanaluke/terraform-and-the-art-of-small-my-guide-to-navigating-smarter-safer-state-management-cd156533ccf7 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033309.100274 @@ -167174,8 +173914,8 @@ https://medium.com/@orangecola3/understanding-podsecurity-in-kubernetes-e58a6510 v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@ospalaemon/introducing-palaemon-the-savior-of-kubernetes-pods-85576c33287c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167189,8 +173929,8 @@ https://medium.com/@ospalaemon/introducing-palaemon-the-savior-of-kubernetes-pod v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@ostridelabs/k8s-vs-k3s-the-comprehensive-difference-f7667d141c0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167204,8 +173944,8 @@ https://medium.com/@ostridelabs/k8s-vs-k3s-the-comprehensive-difference-f7667d14 v2_locations: - rancher.md year: N/A - addition_method: manual https://medium.com/@outlier.developer/getting-started-with-argocd-for-gitops-kubernetes-deployments-fafc2ad2af0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167220,8 +173960,8 @@ https://medium.com/@outlier.developer/getting-started-with-argocd-for-gitops-kub v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@paolo.gallina/releasing-helm-charts-maintaining-your-mental-health-b382685390c8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167236,9 +173976,9 @@ https://medium.com/@paolo.gallina/releasing-helm-charts-maintaining-your-mental- v2_locations: - helm.md year: N/A - addition_method: manual ? https://medium.com/@paolo.gazzola/deploy-a-rabbitmq-cluster-in-an-on-premise-kubernetes-multi-node-cluster-enviroment-5dd71d84dafc -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033583.482056 @@ -167252,8 +173992,8 @@ https://medium.com/@paolo.gallina/releasing-helm-charts-maintaining-your-mental- v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/@pauldotyu/app-to-aks-with-draft-and-acorn-2d25f19649b7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167269,8 +174009,8 @@ https://medium.com/@pauldotyu/app-to-aks-with-draft-and-acorn-2d25f19649b7: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@pauldotyu/service-mesh-considerations-117561f30295: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167284,8 +174024,8 @@ https://medium.com/@pauldotyu/service-mesh-considerations-117561f30295: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/@pavanbelagatti/kubernetes-service-types-explained-2709cde3bc0c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167299,8 +174039,8 @@ https://medium.com/@pavanbelagatti/kubernetes-service-types-explained-2709cde3bc v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@pbijjala/considerations-for-hardening-your-gke-a-workload-perceptive-943be26949d2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167315,8 +174055,8 @@ https://medium.com/@pbijjala/considerations-for-hardening-your-gke-a-workload-pe v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@pbijjala/container-security-an-eco-system-183dbffdf2d8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167330,8 +174070,8 @@ https://medium.com/@pbijjala/container-security-an-eco-system-183dbffdf2d8: v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@pbijjala/recap-elasticity-in-kubernetes-gke-543d8523d3c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167345,8 +174085,8 @@ https://medium.com/@pbijjala/recap-elasticity-in-kubernetes-gke-543d8523d3c: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@pbijjala/recap-kube-vrs-cloud-dns-in-gke-b8d1d407e00d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167360,8 +174100,8 @@ https://medium.com/@pbijjala/recap-kube-vrs-cloud-dns-in-gke-b8d1d407e00d: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@peiruwang/build-ci-cd-multibranch-pipeline-with-jenkins-and-kubernetes-637de560d55a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167375,9 +174115,9 @@ https://medium.com/@peiruwang/build-ci-cd-multibranch-pipeline-with-jenkins-and- v2_locations: - jenkins.md year: N/A - addition_method: manual ? https://medium.com/@peiruwang/serverless-build-a-serverless-simple-flask-application-with-kubeless-on-top-of-kubernetes-95c6682c3750 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031944.850107 @@ -167391,8 +174131,8 @@ https://medium.com/@peiruwang/build-ci-cd-multibranch-pipeline-with-jenkins-and- v2_locations: - serverless.md year: N/A - addition_method: manual https://medium.com/@percenuage/my-adventure-with-helm-as-gitops-in-a-distributed-architecture-6a6fdc6f11bd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167407,8 +174147,8 @@ https://medium.com/@percenuage/my-adventure-with-helm-as-gitops-in-a-distributed v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/@perspectivementor/6-essential-skills-for-landing-a-devops-job-in-2024-88f6c19341d7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167423,8 +174163,8 @@ https://medium.com/@perspectivementor/6-essential-skills-for-landing-a-devops-jo v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/@pflooky/intro-to-kubernetes-mutating-webhooks-even-if-you-dont-know-kubernetes-172c30232488: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167439,8 +174179,8 @@ https://medium.com/@pflooky/intro-to-kubernetes-mutating-webhooks-even-if-you-do v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@pittar/running-oracle-12c-on-openshift-container-platform-ca471a9f7057: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167454,8 +174194,8 @@ https://medium.com/@pittar/running-oracle-12c-on-openshift-container-platform-ca v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/@piyush.sachdeva055/deploy-aks-cluster-in-azure-with-terraform-2028f6c71ada: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167469,8 +174209,8 @@ https://medium.com/@piyush.sachdeva055/deploy-aks-cluster-in-azure-with-terrafor v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@piyush_74867/apache-airflow-on-kubernetes-at-scale-a-peak-under-the-hood-1eebb9b4769b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167485,8 +174225,8 @@ https://medium.com/@piyush_74867/apache-airflow-on-kubernetes-at-scale-a-peak-un v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/@pleasingsmoke/graceful-shutdown-of-pods-in-kubernetes-6da5588b5356: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167500,8 +174240,8 @@ https://medium.com/@pleasingsmoke/graceful-shutdown-of-pods-in-kubernetes-6da558 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@polatatc/terraform-the-most-demanded-devops-skill-88c461641e7b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167515,8 +174255,8 @@ https://medium.com/@polatatc/terraform-the-most-demanded-devops-skill-88c461641e v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/@portainerio/kubernetes-the-ultimate-enabler-of-automation-27d5a3502807: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167530,8 +174270,8 @@ https://medium.com/@portainerio/kubernetes-the-ultimate-enabler-of-automation-27 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@poseidon.os/poseidon-a-kubernetes-cluster-visualization-cost-analysis-tool-d0fb55c2858c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167546,9 +174286,9 @@ https://medium.com/@poseidon.os/poseidon-a-kubernetes-cluster-visualization-cost v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual ? https://medium.com/@prasadanilmore/the-magic-of-visualizing-your-cloud-infrastructure-real-time-terraform-visualization-c85ac0ca4933 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029826.288246 @@ -167562,8 +174302,8 @@ https://medium.com/@poseidon.os/poseidon-a-kubernetes-cluster-visualization-cost v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@pratyush.mathur/kubernetes-architecture-82e9bc8324f1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167577,8 +174317,8 @@ https://medium.com/@pratyush.mathur/kubernetes-architecture-82e9bc8324f1: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@pratyush.mathur/kubernetes-resources-c09d172dbdc5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167592,8 +174332,8 @@ https://medium.com/@pratyush.mathur/kubernetes-resources-c09d172dbdc5: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@pratyush.mathur/logging-with-efk-1c2e131496d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167607,8 +174347,8 @@ https://medium.com/@pratyush.mathur/logging-with-efk-1c2e131496d: v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/@pratyush.mathur/secrets-management-using-vault-in-k8s-272462c37fd8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167622,8 +174362,8 @@ https://medium.com/@pratyush.mathur/secrets-management-using-vault-in-k8s-272462 v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@pratzy99/adoption-of-finops-for-kubernetes-cost-optimization-6263bc7b3f57: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167638,8 +174378,8 @@ https://medium.com/@pratzy99/adoption-of-finops-for-kubernetes-cost-optimization v2_locations: - finops.md year: N/A - addition_method: manual https://medium.com/@r_chan/kubernetes-pods-termination-lifecycle-fd2926c4611a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167653,8 +174393,8 @@ https://medium.com/@r_chan/kubernetes-pods-termination-lifecycle-fd2926c4611a: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@radha.sable25/enabling-iam-users-roles-access-on-amazon-eks-cluster-f69b485c674f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167669,8 +174409,8 @@ https://medium.com/@radha.sable25/enabling-iam-users-roles-access-on-amazon-eks- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@rafavinnce/gitflow-branch-guide-8a523360c053: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167684,8 +174424,8 @@ https://medium.com/@rafavinnce/gitflow-branch-guide-8a523360c053: v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/@raghavendraguttur/podman-containers-beginners-guide-830b931e66f4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167699,8 +174439,8 @@ https://medium.com/@raghavendraguttur/podman-containers-beginners-guide-830b931e v2_locations: - container-managers.md year: N/A - addition_method: manual https://medium.com/@rahul.fiem/opentelemetry-otel-vs-application-performance-monitoring-apm-86ae829877cf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167714,8 +174454,8 @@ https://medium.com/@rahul.fiem/opentelemetry-otel-vs-application-performance-mon v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/@randhirthakur076/optimizing-kubernetes-cost-management-a-deep-dive-into-kubecost-5b07c9926c87: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167730,8 +174470,8 @@ https://medium.com/@randhirthakur076/optimizing-kubernetes-cost-management-a-dee v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@ranjana-jha/infrastructure-as-a-code-best-practices-terraform-d7ae4291d621: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167745,9 +174485,9 @@ https://medium.com/@ranjana-jha/infrastructure-as-a-code-best-practices-terrafor v2_locations: - terraform.md year: N/A - addition_method: manual ? https://medium.com/@rasikzilte711/kubernetes-networking-a-guide-to-services-ingress-network-policies-dns-and-cni-plugins-fc1ad7d22ab4 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031541.291061 @@ -167761,8 +174501,8 @@ https://medium.com/@ranjana-jha/infrastructure-as-a-code-best-practices-terrafor v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@ravindursr/automated-manifest-file-validation-using-open-policy-agent-and-github-actions-697fa9fd74f0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167777,17 +174517,17 @@ https://medium.com/@ravindursr/automated-manifest-file-validation-using-open-pol v2_locations: - securityascode.md year: N/A - addition_method: manual ? https://medium.com/@raymon_dut/whats-the-relationship-between-pod-deployment-replicaset-and-service-in-kubernetes-57bf3be22abb -: content_hash: N/A +: addition_method: manual + content_hash: N/A health_score: 100.0 last_checked: 1779029168.879238 v1_locations: - docs/kubernetes.md - addition_method: manual ? https://medium.com/@raymon_dut/whats-the-relationship-between-pod-deployment-replicaset-and-service-in-kubernetes-57bf3be22abb 🌟 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029251.68329 @@ -167801,8 +174541,8 @@ https://medium.com/@ravindursr/automated-manifest-file-validation-using-open-pol v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@reefland/access-pvc-data-without-the-pod-troubleshooting-kubernetes-b28bfdd7502: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167816,8 +174556,8 @@ https://medium.com/@reefland/access-pvc-data-without-the-pod-troubleshooting-kub v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@reefland/tracking-down-invisible-oom-kills-in-kubernetes-192a3de33a60: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167831,8 +174571,8 @@ https://medium.com/@reefland/tracking-down-invisible-oom-kills-in-kubernetes-192 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@rghetia/distributed-tracing-and-monitoring-using-opencensus-fe5f6e9479fb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167846,8 +174586,8 @@ https://medium.com/@rghetia/distributed-tracing-and-monitoring-using-opencensus- v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/@rifkikarimr/continuous-integration-and-continuous-deployment-best-practices-for-devops-b99eac071a5c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167862,8 +174602,8 @@ https://medium.com/@rifkikarimr/continuous-integration-and-continuous-deployment v2_locations: - cicd.md year: N/A - addition_method: manual https://medium.com/@rishabh1799/building-pipeline-and-launching-jenkins-in-container-d4faf39de173: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167877,8 +174617,8 @@ https://medium.com/@rishabh1799/building-pipeline-and-launching-jenkins-in-conta v2_locations: - jenkins.md year: N/A - addition_method: manual https://medium.com/@rizkiprass/beginner-terraform-tutorial-launching-ec2-in-aws-using-terraform-73f6d99e6233: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167893,8 +174633,8 @@ https://medium.com/@rizkiprass/beginner-terraform-tutorial-launching-ec2-in-aws- v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@rosaniline/setup-chained-jenkins-declarative-pipeline-projects-with-triggers-d3d04f1daf75: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167908,9 +174648,9 @@ https://medium.com/@rosaniline/setup-chained-jenkins-declarative-pipeline-projec v2_locations: - jenkins.md year: N/A - addition_method: manual ? https://medium.com/@rphilogene/platform-engineering-7-internal-developer-platform-vs-internal-developer-portal-05c33658891b -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029482.637942 @@ -167924,8 +174664,8 @@ https://medium.com/@rosaniline/setup-chained-jenkins-declarative-pipeline-projec v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/@rphilogene/top-10-platform-engineering-tools-you-should-consider-in-2024-892e6e211b85: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167940,8 +174680,8 @@ https://medium.com/@rphilogene/top-10-platform-engineering-tools-you-should-cons v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/@rphilogene/turning-kubernetes-into-a-developer-friendly-product-930d7290a448: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167955,8 +174695,8 @@ https://medium.com/@rphilogene/turning-kubernetes-into-a-developer-friendly-prod v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@rphilogene/whats-an-internal-developer-platform-8f52fb367552: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167970,8 +174710,8 @@ https://medium.com/@rphilogene/whats-an-internal-developer-platform-8f52fb367552 v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/@rramiz.rraza/kafka-metrics-integration-with-prometheus-and-grafana-14fe318fbb8b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -167986,8 +174726,8 @@ https://medium.com/@rramiz.rraza/kafka-metrics-integration-with-prometheus-and-g v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/@rsk.saikrishna/when-to-use-mongodb-rather-than-mysql-d03ceff2e922: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168001,9 +174741,9 @@ https://medium.com/@rsk.saikrishna/when-to-use-mongodb-rather-than-mysql-d03ceff v2_locations: - nosql.md year: N/A - addition_method: manual ? https://medium.com/@rtaplamaci/horizontal-scaling-on-kubernetes-clusters-based-on-aws-cloudwatch-metrics-with-keda-7c9e0e3ba5f -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031543.508616 @@ -168017,8 +174757,8 @@ https://medium.com/@rsk.saikrishna/when-to-use-mongodb-rather-than-mysql-d03ceff v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/@ruxijitianu/database-version-control-liquibase-versus-flyway-9872d43ee5a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168032,9 +174772,9 @@ https://medium.com/@ruxijitianu/database-version-control-liquibase-versus-flyway v2_locations: - liquibase.md year: N/A - addition_method: manual ? https://medium.com/@ryan.dardis/kubeclarity-cloud-native-security-scanning-for-your-kubernetes-cluster-and-more-7c3ee6a16556 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030086.639237 @@ -168048,8 +174788,8 @@ https://medium.com/@ruxijitianu/database-version-control-liquibase-versus-flyway v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@sachem2015/kubermetrics-cluster-visualization-made-simple-d24928f63451: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168063,8 +174803,8 @@ https://medium.com/@sachem2015/kubermetrics-cluster-visualization-made-simple-d2 v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@sajjadfazlani/how-to-protect-your-apis-and-microservices-f22b99ce2322: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168079,8 +174819,8 @@ https://medium.com/@sajjadfazlani/how-to-protect-your-apis-and-microservices-f22 v2_locations: - api.md year: N/A - addition_method: manual https://medium.com/@sakshampaliwal/what-is-kubernetes-in-short-e92f2b81248a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168094,8 +174834,8 @@ https://medium.com/@sakshampaliwal/what-is-kubernetes-in-short-e92f2b81248a: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@sam.euchaliptus/tolerations-nodeaffinity-for-deterministic-pod-scheduling-in-kubernetes-aa2f1d4316fa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168110,8 +174850,8 @@ https://medium.com/@sam.euchaliptus/tolerations-nodeaffinity-for-deterministic-p v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@samiullah6799/different-roles-in-mlops-0918de5321a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168125,8 +174865,8 @@ https://medium.com/@samiullah6799/different-roles-in-mlops-0918de5321a4: v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/@samng1991216/building-kubernetes-operator-application-from-scratch-part-1-211b6b2467df: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168141,8 +174881,8 @@ https://medium.com/@samng1991216/building-kubernetes-operator-application-from-s v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/@samuelbagattin/partial-helm-values-encryption-using-aws-kms-with-argocd-aca1c0d36323: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168157,8 +174897,8 @@ https://medium.com/@samuelbagattin/partial-helm-values-encryption-using-aws-kms- v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/@sandeepsharmaster/modernize-your-cloud-microservices-apps-hexagonal-architecture-769696494c0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168173,8 +174913,8 @@ https://medium.com/@sandeepsharmaster/modernize-your-cloud-microservices-apps-he v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/@sandupatlaabhilash1747/automation-of-cloud-terraform-5a299fb785bb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168188,8 +174928,8 @@ https://medium.com/@sandupatlaabhilash1747/automation-of-cloud-terraform-5a299fb v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@sangjinn/how-to-communicate-with-kubernetes-workloads-1-service-abe1c5b03fc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168204,8 +174944,8 @@ https://medium.com/@sangjinn/how-to-communicate-with-kubernetes-workloads-1-serv v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@sangjinn/how-to-communicate-with-kubernetes-workloads-2-ingress-18f44a712690: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168216,8 +174956,8 @@ https://medium.com/@sangjinn/how-to-communicate-with-kubernetes-workloads-2-ingr v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@sanjayaben/how-to-build-an-efficient-ci-cd-pipeline-b5738ad567c8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168231,9 +174971,9 @@ https://medium.com/@sanjayaben/how-to-build-an-efficient-ci-cd-pipeline-b5738ad5 v2_locations: - cicd.md year: N/A - addition_method: manual ? https://medium.com/@sassenthusiast/serverless-simplified-integrating-docker-containers-into-aws-lambda-via-serverless-yml-cdef9be1681e -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031079.657821 @@ -168247,8 +174987,8 @@ https://medium.com/@sanjayaben/how-to-build-an-efficient-ci-cd-pipeline-b5738ad5 v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://medium.com/@satyakommula/deploy-kubernetes-dashboard-with-nodeport-382f447d2ff8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168262,8 +175002,8 @@ https://medium.com/@satyakommula/deploy-kubernetes-dashboard-with-nodeport-382f4 v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/@saurabhdahibhate50/devops-day-04-task-e51d64ffbf16: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168277,9 +175017,9 @@ https://medium.com/@saurabhdahibhate50/devops-day-04-task-e51d64ffbf16: v2_locations: - linux.md year: N/A - addition_method: manual ? https://medium.com/@sdevsecops/how-to-implement-devsecops-in-a-kubernetes-cluster-environment-github-actions-and-azure-devops-522bdd121e34 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033913.539908 @@ -168293,8 +175033,8 @@ https://medium.com/@saurabhdahibhate50/devops-day-04-task-e51d64ffbf16: v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/@sdhah1999/prometheus-grafana-on-k8s-6efee4af4036: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168308,8 +175048,8 @@ https://medium.com/@sdhah1999/prometheus-grafana-on-k8s-6efee4af4036: v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@sebagomez/windows-containers-personal-cheat-sheet-95c1c4d6bdf5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168323,8 +175063,8 @@ https://medium.com/@sebagomez/windows-containers-personal-cheat-sheet-95c1c4d6bd v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/@selvamraju007/git-branching-strategies-a6eafe4541ae: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168338,9 +175078,9 @@ https://medium.com/@selvamraju007/git-branching-strategies-a6eafe4541ae: v2_locations: - git.md year: N/A - addition_method: manual ? https://medium.com/@senjutide2000/designing-a-controller-for-custom-resources-from-scratch-for-absolute-beginners-9cb84b7f906f -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029640.573441 @@ -168354,8 +175094,8 @@ https://medium.com/@selvamraju007/git-branching-strategies-a6eafe4541ae: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/@senthilrch/api-access-control-using-istio-ingress-gateway-44be659a087e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168369,8 +175109,8 @@ https://medium.com/@senthilrch/api-access-control-using-istio-ingress-gateway-44 v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/@senthilrch/kubernetes-network-polices-are-they-really-useful-c3a153c49316: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168384,8 +175124,8 @@ https://medium.com/@senthilrch/kubernetes-network-polices-are-they-really-useful v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@shahinghasemy/what-is-docker-why-should-you-use-it-in-simple-words-cc5e6160f9db: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168399,8 +175139,8 @@ https://medium.com/@shahinghasemy/what-is-docker-why-should-you-use-it-in-simple v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/@sharprazor.app/memory-settings-for-java-process-running-in-kubernetes-pod-1e608a5d2a64: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168415,8 +175155,8 @@ https://medium.com/@sharprazor.app/memory-settings-for-java-process-running-in-k v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://medium.com/@sheraznadeem1/kubescape-kubernetes-hardening-demystified-87fba47f3b6a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168430,8 +175170,8 @@ https://medium.com/@sheraznadeem1/kubescape-kubernetes-hardening-demystified-87f v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/@shrishs/application-backup-and-restore-using-openshift-api-for-data-protection-oadp-790d39ad96d4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168446,8 +175186,8 @@ https://medium.com/@shrishs/application-backup-and-restore-using-openshift-api-f v2_locations: - ocp4.md year: N/A - addition_method: manual https://medium.com/@shrishtishreya/kubernetes-configmaps-explained-c6e7c9a6e6a6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168461,8 +175201,8 @@ https://medium.com/@shrishtishreya/kubernetes-configmaps-explained-c6e7c9a6e6a6: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@shubhadeepchat/best-practices-for-good-rest-api-design-b5fae9a62c86: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168476,8 +175216,8 @@ https://medium.com/@shubhadeepchat/best-practices-for-good-rest-api-design-b5fae v2_locations: - api.md year: N/A - addition_method: manual https://medium.com/@siegert.maximilian/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168492,9 +175232,9 @@ https://medium.com/@siegert.maximilian/ensure-content-trust-on-kubernetes-using- v2_locations: - securityascode.md year: N/A - addition_method: manual ? https://medium.com/@simionrazvan/simple-spring-boot-microservice-deployed-in-kubernetes-using-docker-and-nexus-part-1-b581e3ca8916 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031507.234651 @@ -168507,9 +175247,9 @@ https://medium.com/@siegert.maximilian/ensure-content-trust-on-kubernetes-using- v2_locations: - demos.md year: N/A - addition_method: manual ? https://medium.com/@simionrazvan/simple-spring-boot-microservice-deployed-in-kubernetes-using-docker-and-nexus-part-2-25dc2a3982cf -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030934.266247 @@ -168518,8 +175258,8 @@ https://medium.com/@siegert.maximilian/ensure-content-trust-on-kubernetes-using- v1_locations: - docs/demos.md year: N/A - addition_method: manual https://medium.com/@sindhujacynixit/fighting-service-latency-in-microservices-with-kubernetes-f5a584f5af36: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168533,8 +175273,8 @@ https://medium.com/@sindhujacynixit/fighting-service-latency-in-microservices-wi v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@slashben81/how-to-write-a-yaml-file-for-kubernetes-armo-76f29e533b1f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168548,8 +175288,8 @@ https://medium.com/@slashben81/how-to-write-a-yaml-file-for-kubernetes-armo-76f2 v2_locations: - yaml.md year: N/A - addition_method: manual https://medium.com/@slimm609/secure-image-signing-with-cosign-and-aws-kms-82bc25d7fdae: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168563,9 +175303,9 @@ https://medium.com/@slimm609/secure-image-signing-with-cosign-and-aws-kms-82bc25 v2_locations: - devsecops.md year: N/A - addition_method: manual ? https://medium.com/@srikanth.k/kubernetes-what-is-it-what-problems-does-it-solve-how-does-it-compare-with-its-alternatives-937fe80b754f -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033622.679331 @@ -168579,8 +175319,8 @@ https://medium.com/@slimm609/secure-image-signing-with-cosign-and-aws-kms-82bc25 v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/@study.uttam/main-challenges-of-machine-learning-eb06dffac3da: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168594,8 +175334,8 @@ https://medium.com/@study.uttam/main-challenges-of-machine-learning-eb06dffac3da v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/@suleimanabualrob/kubernetes-cost-optimisation-9e81b76814f6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168609,8 +175349,8 @@ https://medium.com/@suleimanabualrob/kubernetes-cost-optimisation-9e81b76814f6: v2_locations: - finops.md year: N/A - addition_method: manual https://medium.com/@sumudu_liyan/how-to-install-istio-on-kubernetes-cluster-e831c12381b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168624,8 +175364,8 @@ https://medium.com/@sumudu_liyan/how-to-install-istio-on-kubernetes-cluster-e831 v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/@sureshpalemoni/kubernetes-authentication-and-authorization-with-x509-client-certificates-edbc3517c10: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168639,8 +175379,8 @@ https://medium.com/@sureshpalemoni/kubernetes-authentication-and-authorization-w v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/@suvankar.dey80/time-series-sql-vs-no-sql-a8c7f40d80a8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168654,8 +175394,8 @@ https://medium.com/@suvankar.dey80/time-series-sql-vs-no-sql-a8c7f40d80a8: v2_locations: - nosql.md year: N/A - addition_method: manual https://medium.com/@swain.dennis1/forking-github-repository-with-git-and-vim-54288dff3801: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168669,8 +175409,8 @@ https://medium.com/@swain.dennis1/forking-github-repository-with-git-and-vim-542 v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/@swapnasagarpradhan/simplifying-orchestration-with-kubernetes-e81015681a85: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168684,8 +175424,8 @@ https://medium.com/@swapnasagarpradhan/simplifying-orchestration-with-kubernetes v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://medium.com/@ta.abhisingh/agile-vs-devops-vs-sre-its-not-or-it-s-and-aa312904e577: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168699,8 +175439,8 @@ https://medium.com/@ta.abhisingh/agile-vs-devops-vs-sre-its-not-or-it-s-and-aa31 v2_locations: - sre.md year: N/A - addition_method: manual https://medium.com/@tamerberatcelik/when-and-why-to-use-kubernetes-fface756859f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168714,8 +175454,8 @@ https://medium.com/@tamerberatcelik/when-and-why-to-use-kubernetes-fface756859f: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@tanmay.avinash.deshpande/the-easiest-way-to-remove-checked-in-credentials-from-a-git-repo-704a373b94e3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168729,8 +175469,8 @@ https://medium.com/@tanmay.avinash.deshpande/the-easiest-way-to-remove-checked-i v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/@tarekbecker/serverless-enterprise-grade-multi-tenancy-using-aws-76ff5f4d0a23: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168744,8 +175484,8 @@ https://medium.com/@tarekbecker/serverless-enterprise-grade-multi-tenancy-using- v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://medium.com/@tarikucar/getting-started-with-google-cloud-storage-with-terraform-dfb26d85e2dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168760,8 +175500,8 @@ https://medium.com/@tarikucar/getting-started-with-google-cloud-storage-with-ter v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@tarunbehal02/aws-cost-optimizations-my-learnings-fcdc14da1f58: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168775,8 +175515,8 @@ https://medium.com/@tarunbehal02/aws-cost-optimizations-my-learnings-fcdc14da1f5 v2_locations: - finops.md year: N/A - addition_method: manual https://medium.com/@tathagatapaul7/opentelemetry-in-kubernetes-deploying-your-collector-and-metrics-backend-b8ec86ac4a43: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168791,8 +175531,8 @@ https://medium.com/@tathagatapaul7/opentelemetry-in-kubernetes-deploying-your-co v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/@tech_18484/simplifying-kubernetes-logging-with-efk-stack-158da47ce982: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168806,9 +175546,9 @@ https://medium.com/@tech_18484/simplifying-kubernetes-logging-with-efk-stack-158 v2_locations: - monitoring.md year: N/A - addition_method: manual ? https://medium.com/@terminalsandcoffee/mastering-python-how-to-generate-a-list-of-dictionaries-for-files-in-your-working-directory-with-7cab8b485e69 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034579.865696 @@ -168822,8 +175562,8 @@ https://medium.com/@tech_18484/simplifying-kubernetes-logging-with-efk-stack-158 v2_locations: - python.md year: N/A - addition_method: manual https://medium.com/@thapliyal705/create-amazon-eks-cluster-from-scratch-using-eksctl-67e0d0900245: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168833,8 +175573,8 @@ https://medium.com/@thapliyal705/create-amazon-eks-cluster-from-scratch-using-ek v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@the.nick.miller/multi-container-deployments-with-kubernetes-33c824d8d9a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168848,8 +175588,8 @@ https://medium.com/@the.nick.miller/multi-container-deployments-with-kubernetes- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@therealjordanlee/azure-devops-tips-each-loops-c082c692d025: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168863,8 +175603,8 @@ https://medium.com/@therealjordanlee/azure-devops-tips-each-loops-c082c692d025: v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/@thibault60000/git-flow-for-beginners-d7a152b2c1f9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168878,8 +175618,8 @@ https://medium.com/@thibault60000/git-flow-for-beginners-d7a152b2c1f9: v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/@thomaspoignant/starting-with-kubernetes-db121b09fd4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168893,8 +175633,8 @@ https://medium.com/@thomaspoignant/starting-with-kubernetes-db121b09fd4: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@timebertt/kubernetes-controllers-at-scale-clients-caches-conflicts-patches-explained-aa0f7a8b4332: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168909,8 +175649,8 @@ https://medium.com/@timebertt/kubernetes-controllers-at-scale-clients-caches-con v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/@timleonardDS/who-lets-the-dags-out-register-an-external-dag-with-flyte-chapter-3-bad0ea781119: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168925,8 +175665,8 @@ https://medium.com/@timleonardDS/who-lets-the-dags-out-register-an-external-dag- v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/@tom-neal/cto-checklist-1a2ef3d6502: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168940,8 +175680,8 @@ https://medium.com/@tom-neal/cto-checklist-1a2ef3d6502: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/@toonvandeuren/kubernetes-scaling-the-event-driven-approach-bdd58ded4e3f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -168956,8 +175696,8 @@ https://medium.com/@toonvandeuren/kubernetes-scaling-the-event-driven-approach-b v2_locations: - kubernetes-autoscaling.md year: N/A - 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managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@vajrapuvinod/mastering-ingress-context-path-based-routing-in-aws-eks-using-terraform-0db2bbbae474: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169017,8 +175757,8 @@ https://medium.com/@vajrapuvinod/mastering-ingress-context-path-based-routing-in v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@valyala/promql-tutorial-for-beginners-9ab455142085: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169032,8 +175772,8 @@ https://medium.com/@valyala/promql-tutorial-for-beginners-9ab455142085: v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/@vamshisuram/how-to-crack-ckad-exam-part-2-26330c32a4e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169047,8 +175787,8 @@ https://medium.com/@vamshisuram/how-to-crack-ckad-exam-part-2-26330c32a4e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@vamsi.lakshman/overview-of-azure-kubernetes-services-networking-models-e3ca0591aebe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169064,8 +175804,8 @@ https://medium.com/@vamsi.lakshman/overview-of-azure-kubernetes-services-network v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/@vdboor/using-nginx-ingress-as-a-static-cache-91bc27be04a1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169079,8 +175819,8 @@ https://medium.com/@vdboor/using-nginx-ingress-as-a-static-cache-91bc27be04a1: v2_locations: - web-servers.md year: N/A - addition_method: manual https://medium.com/@versentfastforward/gitops-and-argocd-to-automate-kubernetes-deployments-640f3a086865: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169094,8 +175834,8 @@ https://medium.com/@versentfastforward/gitops-and-argocd-to-automate-kubernetes- v2_locations: - 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devel-sites.md year: N/A - addition_method: manual https://medium.com/@victor.ronin/the-dark-side-of-a-cross-functional-team-e0d379e37c70: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169154,8 +175894,8 @@ https://medium.com/@victor.ronin/the-dark-side-of-a-cross-functional-team-e0d379 v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/@victorpaulo/from-zero-to-kubernetes-operator-dd06436b9d89: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169169,8 +175909,8 @@ https://medium.com/@victorpaulo/from-zero-to-kubernetes-operator-dd06436b9d89: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/@vikram.fugro/container-networking-interface-aka-cni-bdfe23f865cf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169184,8 +175924,8 @@ https://medium.com/@vikram.fugro/container-networking-interface-aka-cni-bdfe23f8 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/@vinciabhinav7/microservices-communication-architecture-patterns-a8e77e614c2c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169200,8 +175940,8 @@ https://medium.com/@vinciabhinav7/microservices-communication-architecture-patte v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/@vinoji2005/using-terraform-with-kubernetes-a-comprehensive-guide-237f6bbb0586: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169216,8 +175956,8 @@ https://medium.com/@vinoji2005/using-terraform-with-kubernetes-a-comprehensive-g v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@vinothiniraju/streamlining-kubernetes-deployment-with-ready-built-developer-platform-5ba0cbb4facf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169232,8 +175972,8 @@ https://medium.com/@vinothiniraju/streamlining-kubernetes-deployment-with-ready- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@vipinagarwal18/install-istio-on-azure-kubernetes-cluster-using-terraform-214f6d3f611: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169247,8 +175987,8 @@ https://medium.com/@vipinagarwal18/install-istio-on-azure-kubernetes-cluster-usi v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@visweswara/pod-disruption-budget-budget-that-can-save-you-one-day-7c22c8a11d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169263,8 +176003,8 @@ https://medium.com/@visweswara/pod-disruption-budget-budget-that-can-save-you-on v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@visweswara/what-are-kubernetes-admission-controllers-let-me-explain-93b97f659ccc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169278,8 +176018,8 @@ https://medium.com/@visweswara/what-are-kubernetes-admission-controllers-let-me- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@vrnvav97/canary-deployment-in-kubernetes-a18c81cb9b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169293,8 +176033,8 @@ https://medium.com/@vrnvav97/canary-deployment-in-kubernetes-a18c81cb9b: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@vvsevel/a-guide-to-kubernetes-application-resource-tuning-part-1-bf0ba04db10: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169309,8 +176049,8 @@ https://medium.com/@vvsevel/a-guide-to-kubernetes-application-resource-tuning-pa v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@walissonscd/creating-a-kubernetes-pod-with-multiple-containers-and-a-shared-volume-257d9aa2081d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169325,8 +176065,8 @@ https://medium.com/@walissonscd/creating-a-kubernetes-pod-with-multiple-containe v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@walissonscd/monitoring-kubernetes-cluster-resources-using-top-metrics-commands-a60408765321: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169341,8 +176081,8 @@ https://medium.com/@walissonscd/monitoring-kubernetes-cluster-resources-using-to v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/@walissonscd/understanding-your-kubernetes-cluster-16f4b90f3edc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169356,9 +176096,9 @@ https://medium.com/@walissonscd/understanding-your-kubernetes-cluster-16f4b90f3e v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://medium.com/@wessel__/istio-with-authentik-securing-your-cluster-and-providing-authentication-and-authorization-b5e48b331920 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031622.327299 @@ -169372,8 +176112,8 @@ https://medium.com/@walissonscd/understanding-your-kubernetes-cluster-16f4b90f3e v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/@willguibr/terraform-1-5-import-and-automatic-code-generation-caa4debfef28: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169387,8 +176127,8 @@ https://medium.com/@willguibr/terraform-1-5-import-and-automatic-code-generation v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/@wuestkamp/kubernetes-canary-deployment-1-gitlab-ci-518f9fdaa7ed: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169402,8 +176142,8 @@ https://medium.com/@wuestkamp/kubernetes-canary-deployment-1-gitlab-ci-518f9fdaa v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@yankee.exe/how-rolling-and-rollback-deployments-work-in-kubernetes-8db4c4dce599: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169417,8 +176157,8 @@ https://medium.com/@yankee.exe/how-rolling-and-rollback-deployments-work-in-kube v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@yogitakothadia/a-manifest-file-in-kubernetes-952183a508d4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169432,8 +176172,8 @@ https://medium.com/@yogitakothadia/a-manifest-file-in-kubernetes-952183a508d4: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/@yonatanzunger/advanced-python-achieving-high-performance-with-code-generation-796b177ec79: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169448,8 +176188,8 @@ https://medium.com/@yonatanzunger/advanced-python-achieving-high-performance-wit v2_locations: - python.md year: N/A - addition_method: manual https://medium.com/@yusufkaratoprak/advanced-troubleshooting-techniques-in-kubernetes-pods-24ee0cebfa6f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169464,8 +176204,8 @@ https://medium.com/@yusufkaratoprak/advanced-troubleshooting-techniques-in-kuber v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/@zeloygabri/deploying-2-tier-aws-architecture-using-terraform-b4167b035751: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169479,8 +176219,8 @@ https://medium.com/@zeloygabri/deploying-2-tier-aws-architecture-using-terraform v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/@zhaoyi0113/kubernetes-how-does-service-network-work-in-the-cluster-d235b69ff536: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169495,15 +176235,15 @@ https://medium.com/@zhaoyi0113/kubernetes-how-does-service-network-work-in-the-c v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual ? https://medium.com/activewizards-machine-learning-company/kafka-monitoring-with-prometheus-telegraf-and-grafana-6228fed736f1 -: content_hash: N/A +: addition_method: manual + content_hash: N/A health_score: 100.0 last_checked: 1779029067.877403 v1_locations: - docs/monitoring.md - addition_method: manual https://medium.com/adaltas/gitops-in-practice-deploy-kubernetes-applications-with-argocd-ca170ce8aba3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169518,8 +176258,8 @@ https://medium.com/adaltas/gitops-in-practice-deploy-kubernetes-applications-wit v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/adaltas/kubernetes-debugging-with-ephemeral-containers-e4be659d9ef6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169533,8 +176273,8 @@ https://medium.com/adaltas/kubernetes-debugging-with-ephemeral-containers-e4be65 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/adaltas/operating-kafka-in-kubernetes-with-strimzi-84a281c6d964: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169548,8 +176288,8 @@ https://medium.com/adaltas/operating-kafka-in-kubernetes-with-strimzi-84a281c6d9 v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/adeo-tech/a-walkthrough-guide-for-multi-tenancy-with-gke-b9e6f1aed2a2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169563,8 +176303,8 @@ https://medium.com/adeo-tech/a-walkthrough-guide-for-multi-tenancy-with-gke-b9e6 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/adeo-tech/how-to-save-money-fast-with-kubernetes-do-finops-3a9cafc9beba: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169578,8 +176318,8 @@ https://medium.com/adeo-tech/how-to-save-money-fast-with-kubernetes-do-finops-3a v2_locations: - finops.md year: N/A - addition_method: manual https://medium.com/adeo-tech/multi-cloud-kubernetes-survival-guide-49eee9aa58e2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169593,8 +176333,8 @@ https://medium.com/adeo-tech/multi-cloud-kubernetes-survival-guide-49eee9aa58e2: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://medium.com/adessoturkey/azure-devops-agents-on-aks-with-kaniko-option-f672f900a177: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169608,8 +176348,8 @@ https://medium.com/adessoturkey/azure-devops-agents-on-aks-with-kaniko-option-f6 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/adessoturkey/create-a-windows-vm-in-kubernetes-using-kubevirt-b5f54fb10ffd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169623,8 +176363,8 @@ https://medium.com/adessoturkey/create-a-windows-vm-in-kubernetes-using-kubevirt v2_locations: - ocp4.md year: N/A - addition_method: manual https://medium.com/adevinta-tech-blog/highway-to-helm-how-to-efficiently-manage-chart-sources-f5749ba8031e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169638,8 +176378,8 @@ https://medium.com/adevinta-tech-blog/highway-to-helm-how-to-efficiently-manage- v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/adidoescode/chaos-engineering-how-simulating-adversity-can-help-build-ecommerce-resilience-4a799c8912dc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169654,8 +176394,8 @@ https://medium.com/adidoescode/chaos-engineering-how-simulating-adversity-can-he v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://medium.com/adobetech/designing-a-kubernetes-cluster-with-amazon-eks-from-scratch-4b4ee9d1b8f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169669,8 +176409,8 @@ https://medium.com/adobetech/designing-a-kubernetes-cluster-with-amazon-eks-from v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/agileinsider/devops-principles-and-practices-explained-in-ten-minutes-6cec7e1dae6d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169685,9 +176425,9 @@ https://medium.com/agileinsider/devops-principles-and-practices-explained-in-ten v2_locations: - devops.md year: N/A - addition_method: manual ? https://medium.com/agorapulse-stories/platform-engineering-part-3-when-how-to-build-an-internal-developer-platform-cfb22efcca34 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033428.304061 @@ -169701,8 +176441,8 @@ https://medium.com/agileinsider/devops-principles-and-practices-explained-in-ten v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/ai-hero/streamlining-machine-learning-operations-with-kubernetes-and-terraform-41baad37998e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169717,8 +176457,8 @@ https://medium.com/ai-hero/streamlining-machine-learning-operations-with-kuberne v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/aiguys/mlops-serving-ai-to-million-users-c77ed718b7ed: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169732,8 +176472,8 @@ https://medium.com/aiguys/mlops-serving-ai-to-million-users-c77ed718b7ed: v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/airbnb-engineering/dynamic-kubernetes-cluster-scaling-at-airbnb-d79ae3afa132: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169747,8 +176487,8 @@ https://medium.com/airbnb-engineering/dynamic-kubernetes-cluster-scaling-at-airb v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/airbnb-engineering/how-we-partitioned-airbnb-s-main-database-in-two-weeks-55f7e006ff21: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169763,8 +176503,8 @@ https://medium.com/airbnb-engineering/how-we-partitioned-airbnb-s-main-database- v2_locations: - aws-databases.md year: N/A - addition_method: manual https://medium.com/airwalk/automate-policies-enforcement-with-policy-as-code-2f20aac9e2b0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169778,8 +176518,8 @@ https://medium.com/airwalk/automate-policies-enforcement-with-policy-as-code-2f2 v2_locations: - securityascode.md year: N/A - addition_method: manual https://medium.com/airwallex-engineering/kafka-streams-iterative-development-and-blue-green-deployment-fae88b26e75e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169794,8 +176534,8 @@ https://medium.com/airwallex-engineering/kafka-streams-iterative-development-and v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/altitudehq/kafka-retries-and-maintain-order-of-retry-events-313482044351: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169810,8 +176550,8 @@ https://medium.com/altitudehq/kafka-retries-and-maintain-order-of-retry-events-3 v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/ampersand-academy/integrate-bitbucket-jenkins-c6e51103d0fe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169825,9 +176565,9 @@ https://medium.com/ampersand-academy/integrate-bitbucket-jenkins-c6e51103d0fe: v2_locations: - jenkins.md year: N/A - addition_method: manual ? https://medium.com/analytics-vidhya/dockerizing-a-rest-api-in-python-less-than-9-mb-and-based-on-scratch-image-ef0ee3ad3f0a -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034155.458889 @@ -169841,8 +176581,8 @@ https://medium.com/ampersand-academy/integrate-bitbucket-jenkins-c6e51103d0fe: v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/analytics-vidhya/multi-namespace-helm-deploy-in-kubernetes-26d1baf1ca5c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169856,8 +176596,8 @@ https://medium.com/analytics-vidhya/multi-namespace-helm-deploy-in-kubernetes-26 v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/andcloudio/creating-authentication-and-authorization-in-kubernetes-c6c5f0f1d2ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169872,9 +176612,9 @@ https://medium.com/andcloudio/creating-authentication-and-authorization-in-kuber v2_locations: - kubernetes-security.md year: N/A - addition_method: manual ? https://medium.com/ankercloud-engineering/10-reasons-why-you-should-think-about-using-an-aws-application-loadbalancer-945f57816c34 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034223.777721 @@ -169888,8 +176628,8 @@ https://medium.com/andcloudio/creating-authentication-and-authorization-in-kuber v2_locations: - aws-networking.md year: N/A - addition_method: manual https://medium.com/apache-airflow/passing-data-between-tasks-with-the-kubernetespodoperator-in-apache-airflow-7ae9e3e6675c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169904,8 +176644,8 @@ https://medium.com/apache-airflow/passing-data-between-tasks-with-the-kubernetes v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/apache-airflow/what-we-learned-after-running-airflow-on-kubernetes-for-2-years-0537b157acfd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169920,8 +176660,8 @@ https://medium.com/apache-airflow/what-we-learned-after-running-airflow-on-kuber v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/apache-apisix/10-most-use-cases-of-an-api-gateway-in-api-led-architecture-f4d7fa160dcf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169935,8 +176675,8 @@ https://medium.com/apache-apisix/10-most-use-cases-of-an-api-gateway-in-api-led- v2_locations: - developerportals.md year: N/A - addition_method: manual https://medium.com/apache-apisix/end-to-end-tracing-opentelemetry-a50fceafed74: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169946,8 +176686,8 @@ https://medium.com/apache-apisix/end-to-end-tracing-opentelemetry-a50fceafed74: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://medium.com/application-driven-infrastructure/best-practices-for-understanding-kubernetes-costs-f3c58a5e1ebf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169962,8 +176702,8 @@ https://medium.com/application-driven-infrastructure/best-practices-for-understa v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/armory/continuous-cost-optimization-for-kubernetes-4361045f0215: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169977,8 +176717,8 @@ https://medium.com/armory/continuous-cost-optimization-for-kubernetes-4361045f02 v2_locations: - finops.md year: N/A - addition_method: manual https://medium.com/asl19-developers/create-readwritemany-persistentvolumeclaims-on-your-kubernetes-cluster-3a8db51f98e3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -169992,9 +176732,9 @@ https://medium.com/asl19-developers/create-readwritemany-persistentvolumeclaims- v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual ? https://medium.com/aspnetrun/microservices-resilience-and-fault-tolerance-with-applying-retry-and-circuit-breaker-patterns-c32e518db990 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029379.656062 @@ -170008,8 +176748,8 @@ https://medium.com/asl19-developers/create-readwritemany-persistentvolumeclaims- v2_locations: - dotnet.md year: N/A - addition_method: manual https://medium.com/atlantbh/implementing-ci-cd-pipeline-using-argo-workflows-and-argo-events-6417dd157566: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170024,8 +176764,8 @@ https://medium.com/atlantbh/implementing-ci-cd-pipeline-using-argo-workflows-and v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/attest-product-and-technology/debugging-mislabelled-route-metrics-from-linkerd-dda47fdff04a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170040,8 +176780,8 @@ https://medium.com/attest-product-and-technology/debugging-mislabelled-route-met v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/aventude/which-git-branching-model-should-i-select-73aafc503b5f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170055,8 +176795,8 @@ https://medium.com/aventude/which-git-branching-model-should-i-select-73aafc503b v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170066,8 +176806,8 @@ https://medium.com/avmconsulting-blog: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/aws-backup-service-for-amazon-rds-3e6f5827aa66: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170083,8 +176823,8 @@ https://medium.com/avmconsulting-blog/aws-backup-service-for-amazon-rds-3e6f5827 - aws-backup.md - aws-databases.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/aws-secret-manager-protect-sensitive-information-and-functionality-f520e15293f4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170099,8 +176839,8 @@ https://medium.com/avmconsulting-blog/aws-secret-manager-protect-sensitive-infor v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/building-a-global-network-with-aws-transit-gateway-7ab0e5222f12: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170114,8 +176854,8 @@ https://medium.com/avmconsulting-blog/building-a-global-network-with-aws-transit v2_locations: - aws-networking.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/ci-cd-with-dockers-and-jenkins-70b6f801f9f7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170129,8 +176869,8 @@ https://medium.com/avmconsulting-blog/ci-cd-with-dockers-and-jenkins-70b6f801f9f v2_locations: - jenkins.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/cluster-autoscaler-type-in-kubernetes-part2-f2ae432eefbb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170144,8 +176884,8 @@ https://medium.com/avmconsulting-blog/cluster-autoscaler-type-in-kubernetes-part v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/deploy-infrastructure-with-the-terraform-cloud-operator-for-kubernetes-a179ea4dbbfe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170160,8 +176900,8 @@ https://medium.com/avmconsulting-blog/deploy-infrastructure-with-the-terraform-c v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/deploying-applications-using-helm-in-kubernetes-b5c8b609e4b5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170176,8 +176916,8 @@ https://medium.com/avmconsulting-blog/deploying-applications-using-helm-in-kuber v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/deploying-microservices-via-ansible-in-cloud-platform-a03d46b7bd68: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170191,8 +176931,8 @@ https://medium.com/avmconsulting-blog/deploying-microservices-via-ansible-in-clo v2_locations: - ansible.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/deploying-statefulsets-in-kubernetes-k8s-5924e701d327: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170206,8 +176946,8 @@ https://medium.com/avmconsulting-blog/deploying-statefulsets-in-kubernetes-k8s-5 v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/deployment-types-in-kubernetes-14b70ca7ef93: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170221,8 +176961,8 @@ https://medium.com/avmconsulting-blog/deployment-types-in-kubernetes-14b70ca7ef9 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/encrypting-the-certificate-for-kubernetes-lets-encrypt-805d2bf88b2a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170236,8 +176976,8 @@ https://medium.com/avmconsulting-blog/encrypting-the-certificate-for-kubernetes- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/exploring-network-policies-in-kubernetes-c8a3d8ed00cb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170251,8 +176991,8 @@ https://medium.com/avmconsulting-blog/exploring-network-policies-in-kubernetes-c v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/how-to-deploy-an-efk-stack-to-kubernetes-ebc1b539d063: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170266,8 +177006,8 @@ https://medium.com/avmconsulting-blog/how-to-deploy-an-efk-stack-to-kubernetes-e v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/how-to-deploy-an-eks-stack-to-kubernetes-aws-5ec9c5a07247: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170281,8 +177021,8 @@ https://medium.com/avmconsulting-blog/how-to-deploy-an-eks-stack-to-kubernetes-a v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/installing-vault-on-eks-with-tls-and-persistent-storage-98254b4150f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170297,8 +177037,8 @@ https://medium.com/avmconsulting-blog/installing-vault-on-eks-with-tls-and-persi v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/jobs-cronjobs-in-kubernetes-cluster-d0e872e3c8c8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170312,8 +177052,8 @@ https://medium.com/avmconsulting-blog/jobs-cronjobs-in-kubernetes-cluster-d0e872 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/kubernetes-google-kubernetes-engine-gke-99abf912f912: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170327,8 +177067,8 @@ https://medium.com/avmconsulting-blog/kubernetes-google-kubernetes-engine-gke-99 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/managing-microservices-with-istio-service-mesh-in-kubernetes-36e1fda81757: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170342,8 +177082,8 @@ https://medium.com/avmconsulting-blog/managing-microservices-with-istio-service- v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/prometheus-monitoring-with-elastic-stack-in-kubernetes-5cf0aaa7ce04: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170357,8 +177097,8 @@ https://medium.com/avmconsulting-blog/prometheus-monitoring-with-elastic-stack-i v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/protecting-your-web-application-or-apis-using-aws-waf-1829ff79275a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170372,8 +177112,8 @@ https://medium.com/avmconsulting-blog/protecting-your-web-application-or-apis-us v2_locations: - aws-security.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/provisioning-storage-in-kubernetes-e1dc5610318d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170387,8 +177127,8 @@ https://medium.com/avmconsulting-blog/provisioning-storage-in-kubernetes-e1dc561 v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://medium.com/avmconsulting-blog/replication-controller-replica-sets-in-kubernetes-820f3cec7170: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170402,8 +177142,8 @@ https://medium.com/avmconsulting-blog/replication-controller-replica-sets-in-kub v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/awesome-agile/10-ways-managers-are-wasting-their-developers-potential-5c0d78d8f8ba: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170418,9 +177158,9 @@ https://medium.com/awesome-agile/10-ways-managers-are-wasting-their-developers-p v2_locations: - project-management-methodology.md year: N/A - addition_method: manual ? https://medium.com/awesome-azure/azure-most-useful-azure-services-every-developer-must-know-top-azure-paas-serverless-services-developer-c55b829ac6d7 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031910.089702 @@ -170434,9 +177174,9 @@ https://medium.com/awesome-agile/10-ways-managers-are-wasting-their-developers-p v2_locations: - azure.md year: N/A - addition_method: manual ? https://medium.com/awesome-cloud/aws-difference-between-serverless-lambda-and-containers-kubernetes-serverless-vs-containers-lambda-vs-k8s-a166931870a2 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034355.352647 @@ -170450,8 +177190,8 @@ https://medium.com/awesome-agile/10-ways-managers-are-wasting-their-developers-p v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://medium.com/aws-activate-startup-blog/a-better-dev-test-experience-docker-and-aws-291da5ab1238: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170465,8 +177205,8 @@ https://medium.com/aws-activate-startup-blog/a-better-dev-test-experience-docker v2_locations: - aws-containers.md year: N/A - addition_method: manual https://medium.com/aws-activate-startup-blog/bitmovin-improving-video-quality-on-the-web-8670039c4334: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170480,8 +177220,8 @@ https://medium.com/aws-activate-startup-blog/bitmovin-improving-video-quality-on v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/aws-activate-startup-blog/building-a-serverless-dynamic-dns-system-with-aws-a32256f0a1d8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170495,8 +177235,8 @@ https://medium.com/aws-activate-startup-blog/building-a-serverless-dynamic-dns-s v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/aws-activate-startup-blog/optimizing-latency-and-bandwidth-for-aws-traffic-cdfd18d0d0f7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170510,8 +177250,8 @@ https://medium.com/aws-activate-startup-blog/optimizing-latency-and-bandwidth-fo v2_locations: - aws-networking.md year: N/A - addition_method: manual https://medium.com/aws-activate-startup-blog/scaling-on-aws-part-3-500k-users-3750b227b761: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170525,8 +177265,8 @@ https://medium.com/aws-activate-startup-blog/scaling-on-aws-part-3-500k-users-37 v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/aws-activate-startup-blog/the-top-10-aws-startup-blog-posts-of-2015-d2975e3778bb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170540,8 +177280,8 @@ https://medium.com/aws-activate-startup-blog/the-top-10-aws-startup-blog-posts-o v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/aws-activate-startup-blog/what-startups-should-know-about-amazon-vpc-part-1-bebe94b7f228: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170555,8 +177295,8 @@ https://medium.com/aws-activate-startup-blog/what-startups-should-know-about-ama v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/aws-infrastructure/create-aws-vpc-infrastructure-with-terraform-308afed9fe31: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170570,9 +177310,9 @@ https://medium.com/aws-infrastructure/create-aws-vpc-infrastructure-with-terrafo v2_locations: - terraform.md year: N/A - addition_method: manual ? https://medium.com/aws-serverless-microservices-with-patterns-best/cloud-native-microservices-evolves-to-aws-serverless-event-driven-architectures-9a38c473f4f8 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031651.930184 @@ -170586,8 +177326,8 @@ https://medium.com/aws-infrastructure/create-aws-vpc-infrastructure-with-terrafo v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://medium.com/awsblogs/ci-cd-with-kubernetes-3c29e8073c38: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170601,9 +177341,9 @@ https://medium.com/awsblogs/ci-cd-with-kubernetes-3c29e8073c38: v2_locations: - demos.md year: N/A - addition_method: manual ? https://medium.com/backstagewitharchitects/how-autoscaling-works-in-kubernetes-why-you-need-to-start-using-keda-b601b483d355 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034349.481155 @@ -170617,8 +177357,8 @@ https://medium.com/awsblogs/ci-cd-with-kubernetes-3c29e8073c38: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/bakdata/optimizing-kafka-streams-apps-on-kubernetes-by-splitting-topologies-ac6b4c90516e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170632,8 +177372,8 @@ https://medium.com/bakdata/optimizing-kafka-streams-apps-on-kubernetes-by-splitt v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/bakdata/scalable-machine-learning-with-kafka-streams-and-kserve-85308858d867: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170647,8 +177387,8 @@ https://medium.com/bakdata/scalable-machine-learning-with-kafka-streams-and-kser v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/bash-tips-and-tricks/how-to-trigger-an-action-at-the-end-of-the-shell-bash-script-52b0ba9c157e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170662,8 +177402,8 @@ https://medium.com/bash-tips-and-tricks/how-to-trigger-an-action-at-the-end-of-t v2_locations: - linux.md year: N/A - addition_method: manual https://medium.com/bb-tutorials-and-thoughts/250-practice-questions-for-terraform-associate-certification-7a3ccebe6a1a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170678,8 +177418,8 @@ https://medium.com/bb-tutorials-and-thoughts/250-practice-questions-for-terrafor v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/bb-tutorials-and-thoughts/how-to-build-and-deploy-mern-stack-on-azure-aks-c25eaf27b9d0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170694,9 +177434,9 @@ https://medium.com/bb-tutorials-and-thoughts/how-to-build-and-deploy-mern-stack- v2_locations: - demos.md year: N/A - addition_method: manual ? https://medium.com/bb-tutorials-and-thoughts/how-to-deploy-and-run-python-apis-on-aws-app-runner-with-cloudformation-cf9c6fd14cf6 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032642.444479 @@ -170710,8 +177450,8 @@ https://medium.com/bb-tutorials-and-thoughts/how-to-build-and-deploy-mern-stack- v2_locations: - aws-iac.md year: N/A - addition_method: manual https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-init-container-pattern-7a757742de6b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170725,8 +177465,8 @@ https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-init-container-pat v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-sidecar-container-pattern-6d8c21f873d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170740,8 +177480,8 @@ https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-sidecar-container- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/beamdental/using-kubernetes-custom-resources-to-manage-our-ephemeral-environments-f298610893e1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170755,8 +177495,8 @@ https://medium.com/beamdental/using-kubernetes-custom-resources-to-manage-our-ep v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/better-practices/chaos-d3ef238ec328: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170771,8 +177511,8 @@ https://medium.com/better-practices/chaos-d3ef238ec328: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://medium.com/better-practices/kubernetes-tutorial-b6f302a67426: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170787,8 +177527,8 @@ https://medium.com/better-practices/kubernetes-tutorial-b6f302a67426: v2_locations: - postman.md year: N/A - addition_method: manual https://medium.com/better-programming/10-antipatterns-for-kubernetes-deployments-e97ce1199f2d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170802,8 +177542,8 @@ https://medium.com/better-programming/10-antipatterns-for-kubernetes-deployments v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/better-programming/3-years-of-kubernetes-in-production-heres-what-we-learned-44e77e1749c8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170817,8 +177557,8 @@ https://medium.com/better-programming/3-years-of-kubernetes-in-production-heres- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/better-programming/4-simple-kubernetes-terminal-customizations-to-boost-your-productivity-deda60a19924: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170834,8 +177574,8 @@ https://medium.com/better-programming/4-simple-kubernetes-terminal-customization - kubectl-commands.md - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/better-programming/a-practical-step-by-step-guide-to-understanding-kubernetes-d8be7f82e533: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170849,8 +177589,8 @@ https://medium.com/better-programming/a-practical-step-by-step-guide-to-understa v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/better-programming/awesome-kubernetes-command-line-hacks-8bd3604e394f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170864,8 +177604,8 @@ https://medium.com/better-programming/awesome-kubernetes-command-line-hacks-8bd3 v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://medium.com/better-programming/build-a-federation-of-multiple-kubernetes-clusters-with-kubefed-v2-8d2f7d9e198a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170880,8 +177620,8 @@ https://medium.com/better-programming/build-a-federation-of-multiple-kubernetes- v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/better-programming/build-kubernetes-autoscaling-for-cluster-nodes-and-application-pods-bb7f2d716b07: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170896,9 +177636,9 @@ https://medium.com/better-programming/build-kubernetes-autoscaling-for-cluster-n v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual ? https://medium.com/better-programming/creating-a-custom-annotation-for-the-kubernetes-ingress-nginx-controller-444e9d486192 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032728.540158 @@ -170911,8 +177651,8 @@ https://medium.com/better-programming/build-kubernetes-autoscaling-for-cluster-n v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/better-programming/devop-noops-difference-504dfc4e9faa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170926,8 +177666,8 @@ https://medium.com/better-programming/devop-noops-difference-504dfc4e9faa: v2_locations: - noops.md year: N/A - addition_method: manual https://medium.com/better-programming/devops-noops-finops-64e0df91bcb8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170941,8 +177681,8 @@ https://medium.com/better-programming/devops-noops-finops-64e0df91bcb8: v2_locations: - finops.md year: N/A - addition_method: manual https://medium.com/better-programming/how-to-become-a-devops-engineer-in-2020-7618492a09d8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170956,8 +177696,8 @@ https://medium.com/better-programming/how-to-become-a-devops-engineer-in-2020-76 v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/better-programming/how-to-harden-your-kubernetes-cluster-for-production-7e47990efc2a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170971,8 +177711,8 @@ https://medium.com/better-programming/how-to-harden-your-kubernetes-cluster-for- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/better-programming/how-to-manage-microservices-on-kubernetes-with-istio-c25e97a60a59: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -170986,8 +177726,8 @@ https://medium.com/better-programming/how-to-manage-microservices-on-kubernetes- v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/better-programming/how-to-validate-your-kubernetes-cluster-with-sonobuoy-c91b282908fe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171001,9 +177741,9 @@ https://medium.com/better-programming/how-to-validate-your-kubernetes-cluster-wi v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://medium.com/better-programming/kubernetes-deployment-connect-your-front-end-to-your-back-end-with-nginx-7e4e7cfef177 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030090.943776 @@ -171017,8 +177757,8 @@ https://medium.com/better-programming/how-to-validate-your-kubernetes-cluster-wi v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/better-programming/kubernetes-lessons-in-alerting-a0b7a455e89d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171032,8 +177772,8 @@ https://medium.com/better-programming/kubernetes-lessons-in-alerting-a0b7a455e89 v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/better-programming/kubernetes-pod-redundancy-strategies-a6d9b560749a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171047,8 +177787,8 @@ https://medium.com/better-programming/kubernetes-pod-redundancy-strategies-a6d9b v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/better-programming/managed-kubernetes-services-compared-gke-vs-eks-vs-aks-df1ecb22bba0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171062,8 +177802,8 @@ https://medium.com/better-programming/managed-kubernetes-services-compared-gke-v v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/better-programming/rabbitmq-vs-kafka-1ef22a041793: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171077,8 +177817,8 @@ https://medium.com/better-programming/rabbitmq-vs-kafka-1ef22a041793: v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/better-programming/the-roles-of-service-mesh-and-api-gateways-in-microservice-architecture-f6e7dfd61043: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171093,8 +177833,8 @@ https://medium.com/better-programming/the-roles-of-service-mesh-and-api-gateways v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/better-programming/virtual-clusters-for-kubernetes-benefits-use-cases-a4eee1c5c5a5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171108,8 +177848,8 @@ https://medium.com/better-programming/virtual-clusters-for-kubernetes-benefits-u v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/better-programming/why-not-use-kubernetes-52a89ada5e22: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171123,8 +177863,8 @@ https://medium.com/better-programming/why-not-use-kubernetes-52a89ada5e22: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://medium.com/beyn-technology/is-nginx-dead-is-traefik-v3-20-faster-than-traefik-v2-f28ffb7eed3e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171139,8 +177879,8 @@ https://medium.com/beyn-technology/is-nginx-dead-is-traefik-v3-20-faster-than-tr v2_locations: - web-servers.md year: N/A - addition_method: manual https://medium.com/bitgrit-data-science-publication/latexify-writing-latex-with-python-6c0fa4b2e9d5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171155,9 +177895,9 @@ https://medium.com/bitgrit-data-science-publication/latexify-writing-latex-with- v2_locations: - python.md year: N/A - addition_method: manual ? https://medium.com/blablacar/leveraging-operator-pattern-and-volumesnapshots-to-backup-databases-in-kubernetes-3a28aa425100 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032457.071454 @@ -171171,8 +177911,8 @@ https://medium.com/bitgrit-data-science-publication/latexify-writing-latex-with- v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://medium.com/blablacar/operating-node-js-in-kubernetes-at-scale-at-blablacar-3afb6d5d4299: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171186,8 +177926,8 @@ https://medium.com/blablacar/operating-node-js-in-kubernetes-at-scale-at-blablac v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/brainyydude/kubernetes-scaling-replicas-69fcd44b0630: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171201,8 +177941,8 @@ https://medium.com/brainyydude/kubernetes-scaling-replicas-69fcd44b0630: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/buildpiper/observability-for-monitoring-microservices-top-5-ways-587871e726d0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171217,8 +177957,8 @@ https://medium.com/buildpiper/observability-for-monitoring-microservices-top-5-w v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/bumble-tech/gitops-for-multi-cluster-k8s-environments-d305431ba6d6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171232,8 +177972,8 @@ https://medium.com/bumble-tech/gitops-for-multi-cluster-k8s-environments-d305431 v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/capital-one-tech/focusing-on-the-devops-pipeline-topo-pal-833d15edf0bd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171247,9 +177987,9 @@ https://medium.com/capital-one-tech/focusing-on-the-devops-pipeline-topo-pal-833 v2_locations: - devsecops.md year: N/A - addition_method: manual ? https://medium.com/career-of-you/a-ten-step-process-for-team-leaders-to-reduce-meeting-overload-and-take-back-their-time-407cf1f8f09b -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030506.826334 @@ -171263,8 +178003,8 @@ https://medium.com/capital-one-tech/focusing-on-the-devops-pipeline-topo-pal-833 v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/circuitpeople/aws-cli-with-jq-and-bash-9d54e2eabaf1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171278,8 +178018,8 @@ https://medium.com/circuitpeople/aws-cli-with-jq-and-bash-9d54e2eabaf1: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://medium.com/clarusway/how-can-we-easily-and-visually-explain-the-docker-compose-53df77e9f046: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171293,9 +178033,9 @@ https://medium.com/clarusway/how-can-we-easily-and-visually-explain-the-docker-c v2_locations: - docker.md year: N/A - addition_method: manual ? https://medium.com/cloud-foundry-foundation/installing-cf-for-k8s-on-a-kubernetes-cluster-running-on-digitalocean-acffdc652dcf -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030134.991985 @@ -171309,8 +178049,8 @@ https://medium.com/clarusway/how-can-we-easily-and-visually-explain-the-docker-c v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/cloud-native-daily/getting-started-with-ansible-a-comprehensive-guide-for-devops-beginners-fd2fb3fd7a40: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171325,8 +178065,8 @@ https://medium.com/cloud-native-daily/getting-started-with-ansible-a-comprehensi v2_locations: - ansible.md year: N/A - addition_method: manual https://medium.com/cloud-native-daily/how-to-securely-manage-terraform-state-file-in-aws-using-terraform-7c20b211c9cb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171341,8 +178081,8 @@ https://medium.com/cloud-native-daily/how-to-securely-manage-terraform-state-fil v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/cloud-native-daily/why-you-shouldnt-fear-to-adopt-opentelemetry-for-observability-fcb6371ea8fe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171357,8 +178097,8 @@ https://medium.com/cloud-native-daily/why-you-shouldnt-fear-to-adopt-opentelemet v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/cloud-techies/application-inventory-using-system-manager-f3eeb75d3279: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171372,8 +178112,8 @@ https://medium.com/cloud-techies/application-inventory-using-system-manager-f3ee v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/cloud-techies/blocking-bots-using-aws-waf-d449e6d159ca: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171387,8 +178127,8 @@ https://medium.com/cloud-techies/blocking-bots-using-aws-waf-d449e6d159ca: v2_locations: - aws-security.md year: N/A - addition_method: manual https://medium.com/cloud-techies/useful-commands-solutions-49f1c1b4e033: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171402,8 +178142,8 @@ https://medium.com/cloud-techies/useful-commands-solutions-49f1c1b4e033: v2_locations: - linux.md year: N/A - addition_method: manual https://medium.com/cloudandthings/terraform-git-commit-m-all-the-secrets-5dfea9b111de: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171418,8 +178158,8 @@ https://medium.com/cloudandthings/terraform-git-commit-m-all-the-secrets-5dfea9b v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/cloudnesil/kafka-streams-state-store-at-scale-390d9717b42a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171433,8 +178173,8 @@ https://medium.com/cloudnesil/kafka-streams-state-store-at-scale-390d9717b42a: v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/cloudyrion/kubernetes-end-to-end-chain-exploit-c2be32688fd0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171448,9 +178188,9 @@ https://medium.com/cloudyrion/kubernetes-end-to-end-chain-exploit-c2be32688fd0: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual ? https://medium.com/cloudzone/google-clouds-traffic-director-what-is-it-and-how-is-it-related-to-the-istio-service-mesh-c199acc64a6d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029377.683273 @@ -171464,8 +178204,8 @@ https://medium.com/cloudyrion/kubernetes-end-to-end-chain-exploit-c2be32688fd0: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/codemonday/github-actions-for-ci-cd-with-ec2-codedeploy-and-s3-e93e75bf1ce0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171479,8 +178219,8 @@ https://medium.com/codemonday/github-actions-for-ci-cd-with-ec2-codedeploy-and-s v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/codestory/build-interactive-cli-tools-in-python-47303c50d75: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171494,8 +178234,8 @@ https://medium.com/codestory/build-interactive-cli-tools-in-python-47303c50d75: v2_locations: - python.md year: N/A - addition_method: manual https://medium.com/codex/6-key-areas-to-improve-your-devops-performance-f4c4226feb25: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171509,8 +178249,8 @@ https://medium.com/codex/6-key-areas-to-improve-your-devops-performance-f4c4226f v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/codex/7-best-practices-for-data-ingestion-f336c6b5128c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171524,8 +178264,8 @@ https://medium.com/codex/7-best-practices-for-data-ingestion-f336c6b5128c: v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/codex/access-application-externally-in-kubernetes-cluster-using-load-balancer-service-d1b7858d51: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171540,8 +178280,8 @@ https://medium.com/codex/access-application-externally-in-kubernetes-cluster-usi v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/codex/api-authentication-using-istio-ingress-gateway-oauth2-proxy-and-keycloak-a980c996c259: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171556,8 +178296,8 @@ https://medium.com/codex/api-authentication-using-istio-ingress-gateway-oauth2-p v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/codex/capture-tcpdump-with-ksniff-and-wireshark-from-kubernetes-c212b93ff9f9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171571,8 +178311,8 @@ https://medium.com/codex/capture-tcpdump-with-ksniff-and-wireshark-from-kubernet v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/codex/create-a-pod-in-kubernetes-cluster-b9e0c33bb904: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171586,8 +178326,8 @@ https://medium.com/codex/create-a-pod-in-kubernetes-cluster-b9e0c33bb904: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/codex/create-kubernetes-cluster-on-aws-eks-6ced4c488e62: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171601,8 +178341,8 @@ https://medium.com/codex/create-kubernetes-cluster-on-aws-eks-6ced4c488e62: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/codex/create-kubernetes-cluster-using-linode-lke-4f9c71d03a8d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171616,8 +178356,8 @@ https://medium.com/codex/create-kubernetes-cluster-using-linode-lke-4f9c71d03a8d v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/codex/ddd-events-are-complex-db4b1fb57817: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171631,8 +178371,8 @@ https://medium.com/codex/ddd-events-are-complex-db4b1fb57817: v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/codex/deploy-docker-image-to-kubernetes-cluster-using-jenkins-8182cc0a8de7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171646,8 +178386,8 @@ https://medium.com/codex/deploy-docker-image-to-kubernetes-cluster-using-jenkins v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/codex/egress-traffic-control-for-nginx-ingress-controller-with-istio-proxy-sidecar-ef8f19902b43: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171662,8 +178402,8 @@ https://medium.com/codex/egress-traffic-control-for-nginx-ingress-controller-wit v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/codex/explore-client-go-informer-patterns-4415bb5f1fbd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171677,8 +178417,8 @@ https://medium.com/codex/explore-client-go-informer-patterns-4415bb5f1fbd: v2_locations: - golang.md year: N/A - addition_method: manual https://medium.com/codex/helm-charts-for-kubernetes-developers-dce5719d4c8c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171692,8 +178432,8 @@ https://medium.com/codex/helm-charts-for-kubernetes-developers-dce5719d4c8c: v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/codex/how-to-deploy-wordpress-on-kubernetes-part-2-df1cc9cbaa2e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171707,8 +178447,8 @@ https://medium.com/codex/how-to-deploy-wordpress-on-kubernetes-part-2-df1cc9cbaa v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/codex/how-to-use-the-if-else-statement-in-terraform-examples-76283b593828: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171723,8 +178463,8 @@ https://medium.com/codex/how-to-use-the-if-else-statement-in-terraform-examples- v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/codex/kubectl-output-101-851f8e61fd51: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171738,8 +178478,8 @@ https://medium.com/codex/kubectl-output-101-851f8e61fd51: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://medium.com/codex/kubernetes-configmaps-explained-961cdd23f232: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171753,8 +178493,8 @@ https://medium.com/codex/kubernetes-configmaps-explained-961cdd23f232: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/codex/kubernetes-deployment-rolling-updates-and-rollbacks-explained-e3efa6557368: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171768,8 +178508,8 @@ https://medium.com/codex/kubernetes-deployment-rolling-updates-and-rollbacks-exp v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/codex/kubernetes-network-polices-are-they-really-useful-c3a153c49316: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171783,8 +178523,8 @@ https://medium.com/codex/kubernetes-network-polices-are-they-really-useful-c3a15 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/codex/kubernetes-persistent-volume-explained-fb27df29c393: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171798,8 +178538,8 @@ https://medium.com/codex/kubernetes-persistent-volume-explained-fb27df29c393: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://medium.com/codex/kubernetes-secrets-explained-f45baf8cefa7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171813,8 +178553,8 @@ https://medium.com/codex/kubernetes-secrets-explained-f45baf8cefa7: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/codex/microservices-communication-queues-topics-and-streams-597664d4b786: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171828,8 +178568,8 @@ https://medium.com/codex/microservices-communication-queues-topics-and-streams-5 v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/codex/points-to-consider-for-structuring-infrastructure-as-code-repositories-886ff58404b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171844,8 +178584,8 @@ https://medium.com/codex/points-to-consider-for-structuring-infrastructure-as-co v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/codex/push-docker-image-to-docker-hub-acc978c76ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171859,8 +178599,8 @@ https://medium.com/codex/push-docker-image-to-docker-hub-acc978c76ad: v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/codex/running-jvm-applications-on-kubernetes-beyond-java-jar-a095949f3e34: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171875,8 +178615,8 @@ https://medium.com/codex/running-jvm-applications-on-kubernetes-beyond-java-jar- v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://medium.com/codex/sealed-secrets-for-kubernetes-722d643eb658: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171890,8 +178630,8 @@ https://medium.com/codex/sealed-secrets-for-kubernetes-722d643eb658: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/codex/simplifying-kubernetes-deployments-with-helm-package-manager-bf834c51818d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171906,8 +178646,8 @@ https://medium.com/codex/simplifying-kubernetes-deployments-with-helm-package-ma v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/codex/solving-distributed-transaction-management-problem-in-microservices-architecture-586ab3087efe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171922,8 +178662,8 @@ https://medium.com/codex/solving-distributed-transaction-management-problem-in-m v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/codex/the-only-true-agency-a-software-engineer-requires-2c0816b263bc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171937,8 +178677,8 @@ https://medium.com/codex/the-only-true-agency-a-software-engineer-requires-2c081 v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/codezero-reflections/automated-build-and-deploy-pipelines-for-kubernetes-d268542cca52: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171952,8 +178692,8 @@ https://medium.com/codezero-reflections/automated-build-and-deploy-pipelines-for v2_locations: - cicd.md year: N/A - addition_method: manual https://medium.com/codezero-reflections/next-generation-kubernetes-deployments-12637eae9d68: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171967,8 +178707,8 @@ https://medium.com/codezero-reflections/next-generation-kubernetes-deployments-1 v2_locations: - cicd.md year: N/A - addition_method: manual https://medium.com/compass-true-north/governing-multi-tenant-kubernetes-clusters-with-kyverno-3e11ba4a64ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171983,8 +178723,8 @@ https://medium.com/compass-true-north/governing-multi-tenant-kubernetes-clusters v2_locations: - securityascode.md year: N/A - addition_method: manual https://medium.com/compass-true-north/halving-kubernetes-compute-costs-with-vertical-pod-autoscaler-df658c043301: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -171999,8 +178739,8 @@ https://medium.com/compass-true-north/halving-kubernetes-compute-costs-with-vert v2_locations: - finops.md year: N/A - addition_method: manual https://medium.com/comsystoreply/stream-your-database-into-kafka-with-debezium-a94b2f649664: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172014,8 +178754,8 @@ https://medium.com/comsystoreply/stream-your-database-into-kafka-with-debezium-a v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/condorlabs-engineering/happy-trip-to-kubernetes-in-our-company-85ecfde573fd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172029,8 +178769,8 @@ https://medium.com/condorlabs-engineering/happy-trip-to-kubernetes-in-our-compan v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/container-talks/7-tools-to-make-kubernetes-management-easy-ba8238e6ce8d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172044,8 +178784,8 @@ https://medium.com/container-talks/7-tools-to-make-kubernetes-management-easy-ba v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/containers-101/best-practices-for-argo-cd-8253bcd31897: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172059,8 +178799,8 @@ https://medium.com/containers-101/best-practices-for-argo-cd-8253bcd31897: v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/containers-101/docker-anti-patterns-ad2a1fcd5ce1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172074,8 +178814,8 @@ https://medium.com/containers-101/docker-anti-patterns-ad2a1fcd5ce1: v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/containers-101/fully-automated-canary-deployments-in-kubernetes-70a671105273: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172089,8 +178829,8 @@ https://medium.com/containers-101/fully-automated-canary-deployments-in-kubernet v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/containers-101/how-to-handle-secrets-like-a-pro-using-gitops-f3b812536434: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172104,8 +178844,8 @@ https://medium.com/containers-101/how-to-handle-secrets-like-a-pro-using-gitops- v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/containers-101/how-to-install-and-upgrade-argo-cd-a64f4635f97b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172119,8 +178859,8 @@ https://medium.com/containers-101/how-to-install-and-upgrade-argo-cd-a64f4635f97 v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/containers-101/local-kubernetes-for-linux-minikube-vs-microk8s-1b2acad068d3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172134,8 +178874,8 @@ https://medium.com/containers-101/local-kubernetes-for-linux-minikube-vs-microk8 v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/containers-101/stop-using-branches-for-deploying-to-different-gitops-environments-7111d0632402: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172150,8 +178890,8 @@ https://medium.com/containers-101/stop-using-branches-for-deploying-to-different v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/containers-101/using-gitops-for-databases-f09a027184bb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172165,8 +178905,8 @@ https://medium.com/containers-101/using-gitops-for-databases-f09a027184bb: v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/containers-101/using-gitops-multiple-argo-instances-and-environments-with-argo-cd-at-scale-e6b19c86be36: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172181,8 +178921,8 @@ https://medium.com/containers-101/using-gitops-multiple-argo-instances-and-envir v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/containers-101/using-helm-with-gitops-555443340369: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172192,8 +178932,8 @@ https://medium.com/containers-101/using-helm-with-gitops-555443340369: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-terraform-f13637a01aa6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172208,8 +178948,8 @@ https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-t v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-terraform-part-2-a15a3f85efb6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172220,9 +178960,9 @@ https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-t v1_locations: - docs/terraform.md year: N/A - addition_method: manual ? https://medium.com/contino-engineering/data-pipeline-orchestration-using-amazon-managed-workflows-for-apache-airflow-mwaa-60e5b213a0a7 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032034.482655 @@ -172236,8 +178976,8 @@ https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-t v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://medium.com/contino-engineering/integrating-gitops-deployments-in-kubernetes-using-weave-flux-9a617ea17684: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172251,8 +178991,8 @@ https://medium.com/contino-engineering/integrating-gitops-deployments-in-kuberne v2_locations: - flux.md year: N/A - addition_method: manual https://medium.com/contino-engineering/weve-begun-to-move-towards-the-aws-cdk-and-here-s-why-69c8fad688b3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172267,8 +179007,8 @@ https://medium.com/contino-engineering/weve-begun-to-move-towards-the-aws-cdk-an v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://medium.com/convoy-tech/logs-offsets-near-real-time-elt-with-apache-kafka-snowflake-473da1e4d776: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172282,8 +179022,8 @@ https://medium.com/convoy-tech/logs-offsets-near-real-time-elt-with-apache-kafka v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/cp-massive-programming/deploying-devtron-in-a-local-k8s-kind-cluster-using-terraform-cea9d4d9636: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172298,8 +179038,8 @@ https://medium.com/cp-massive-programming/deploying-devtron-in-a-local-k8s-kind- v2_locations: - devops-tools.md year: N/A - addition_method: manual https://medium.com/cp-massive-programming/kubernetes-api-server-discovery-ac3b358e878e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172313,8 +179053,8 @@ https://medium.com/cp-massive-programming/kubernetes-api-server-discovery-ac3b35 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/credera-engineering/how-to-blue-green-deploy-an-aks-cluster-ab8f6a2cea9a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172328,8 +179068,8 @@ https://medium.com/credera-engineering/how-to-blue-green-deploy-an-aks-cluster-a v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/criciumadev/its-time-migrating-to-java-11-5eb3868354f9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172345,8 +179085,8 @@ https://medium.com/criciumadev/its-time-migrating-to-java-11-5eb3868354f9: - java_frameworks.md - jenkins.md year: N/A - addition_method: manual https://medium.com/criteo-engineering/how-we-reduced-our-prometheus-infrastructure-footprint-by-a-third-8bf8171e46b1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172361,8 +179101,8 @@ https://medium.com/criteo-engineering/how-we-reduced-our-prometheus-infrastructu v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/dailymotion/deploying-apps-on-multiple-kubernetes-clusters-with-helm-19ee2b06179e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172377,8 +179117,8 @@ https://medium.com/dailymotion/deploying-apps-on-multiple-kubernetes-clusters-wi v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/dailymotion/from-jenkins-to-jenkins-x-604b6cde0ce3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172392,8 +179132,8 @@ https://medium.com/dailymotion/from-jenkins-to-jenkins-x-604b6cde0ce3: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://medium.com/datascale/know-gomaxprocs-before-deploying-your-go-app-to-kubernetes-7a458fb63af1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172407,8 +179147,8 @@ https://medium.com/datascale/know-gomaxprocs-before-deploying-your-go-app-to-kub v2_locations: - golang.md year: N/A - addition_method: manual https://medium.com/dataseries/not-using-nosql-is-good-i-stuck-to-sql-4504a67972f0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172422,8 +179162,8 @@ https://medium.com/dataseries/not-using-nosql-is-good-i-stuck-to-sql-4504a67972f v2_locations: - 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message-queue.md year: N/A - addition_method: manual ? https://medium.com/design-microservices-architecture-with-patterns/when-to-use-and-when-not-to-use-microservices-no-silver-bullet-3ae293faf6d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031088.955066 @@ -172484,8 +179224,8 @@ https://medium.com/design-microservices-architecture-with-patterns/microservices v2_locations: - faq.md year: N/A - addition_method: manual https://medium.com/dev-genius/securing-kubernetes-dashboard-on-eks-with-pomerium-e98c47610e2f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172499,8 +179239,8 @@ https://medium.com/dev-genius/securing-kubernetes-dashboard-on-eks-with-pomerium v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/dev-genius/technologies-tools-to-watch-in-2021-a216dfc30f25: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172514,8 +179254,8 @@ https://medium.com/dev-genius/technologies-tools-to-watch-in-2021-a216dfc30f25: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://medium.com/dev-genius/ultimate-kubernetes-resource-planning-guide-449a4fddd1d6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172529,8 +179269,8 @@ https://medium.com/dev-genius/ultimate-kubernetes-resource-planning-guide-449a4f v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/dev-jam/tibco-bw-vs-apache-camel-9552a5f4e6be: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172545,8 +179285,8 @@ https://medium.com/dev-jam/tibco-bw-vs-apache-camel-9552a5f4e6be: v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/develeap/cutting-down-kubernetes-costs-cast-ai-vs-karpenter-20f6788b4c67: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172560,8 +179300,8 @@ https://medium.com/develeap/cutting-down-kubernetes-costs-cast-ai-vs-karpenter-2 v2_locations: - finops.md year: N/A - addition_method: manual https://medium.com/developer-purpose/think-before-you-code-engineerings-most-underrated-advice-40b47e08a3fc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172576,8 +179316,8 @@ https://medium.com/developer-purpose/think-before-you-code-engineerings-most-und v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/devgurus/building-production-grade-eks-clusters-using-terraform-df016d239a54: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172591,8 +179331,8 @@ https://medium.com/devgurus/building-production-grade-eks-clusters-using-terrafo v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/devops-dudes/devops-and-databases-the-forgotten-automation-95325b2d3c89: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172606,8 +179346,8 @@ https://medium.com/devops-dudes/devops-and-databases-the-forgotten-automation-95 v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/devops-dudes/do-i-need-to-learn-kubernetes-a3dd9a7f9e9b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172621,8 +179361,8 @@ https://medium.com/devops-dudes/do-i-need-to-learn-kubernetes-a3dd9a7f9e9b: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands-on-in-2020-832c29db936a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172636,9 +179376,9 @@ https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual ? https://medium.com/devops-mojo/kubernetes-difference-between-deployment-and-statefulset-in-k8s-deployments-vs-statefulsets-855f9e897091 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032949.847877 @@ -172651,9 +179391,9 @@ https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://medium.com/devops-mojo/kubernetes-open-standards-oci-cri-cni-csi-smi-cpi-overview-what-is-k8s-open-standards-introduction-a860905af6f7 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030741.936091 @@ -172667,9 +179407,9 @@ https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://medium.com/devops-mojo/kubernetes-probes-liveness-readiness-startup-overview-introduction-to-probes-types-configure-health-checks-206ff7c24487 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030854.229897 @@ -172683,9 +179423,9 @@ https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://medium.com/devops-mojo/kubernetes-role-based-access-control-rbac-overview-introduction-rbac-with-kubernetes-what-is-2004d13195df -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029487.001507 @@ -172698,9 +179438,9 @@ https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands v2_locations: - kubernetes-security.md year: N/A - addition_method: manual ? https://medium.com/devops-mojo/terraform-provision-amazon-eks-cluster-using-terraform-deploy-create-aws-eks-kubernetes-cluster-tf-4134ab22c594 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031113.213406 @@ -172713,9 +179453,9 @@ https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands v2_locations: - terraform.md year: N/A - addition_method: manual ? https://medium.com/devops-mojo/terraform-remote-states-overview-what-is-terraform-remote-state-storage-introduction-936223a0e9d0 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030882.667348 @@ -172728,9 +179468,9 @@ https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands v2_locations: - terraform.md year: N/A - addition_method: manual ? https://medium.com/devops-mojo/terraform-workspaces-overview-what-is-terraform-workspace-introduction-getting-started-519848392724 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033081.355431 @@ -172743,8 +179483,8 @@ https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/devops-techable/gitops-with-argocd-running-in-kubernetes-for-deployment-processing-c5d21770ca97: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172759,9 +179499,9 @@ https://medium.com/devops-techable/gitops-with-argocd-running-in-kubernetes-for- v2_locations: - argo.md year: N/A - addition_method: manual ? https://medium.com/devops-techable/setup-monitoring-with-prometheus-and-grafana-in-kubernetes-start-monitoring-your-kubernetes-a3071f083fa6 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030339.554745 @@ -172775,8 +179515,8 @@ https://medium.com/devops-techable/gitops-with-argocd-running-in-kubernetes-for- v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/devops-techable/up-and-running-with-amazon-managed-service-for-prometheus-6fd12e56bff6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172790,8 +179530,8 @@ https://medium.com/devops-techable/up-and-running-with-amazon-managed-service-fo v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://medium.com/devopslinks/why-should-terraform-be-one-of-your-devops-tools-29ae15861b1f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172805,8 +179545,8 @@ https://medium.com/devopslinks/why-should-terraform-be-one-of-your-devops-tools- v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/devoptimism/devops-platform-engineering-a-necessary-love-story-of-efficiency-783dff78fd81: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172821,8 +179561,8 @@ https://medium.com/devoptimism/devops-platform-engineering-a-necessary-love-stor v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/digitalfrontiers/microservices-in-rust-with-kafka-2b671295b24e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172836,8 +179576,8 @@ https://medium.com/digitalfrontiers/microservices-in-rust-with-kafka-2b671295b24 v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/directeam/kubernetes-resources-under-the-hood-part-1-4f2400b6bb96: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172851,8 +179591,8 @@ https://medium.com/directeam/kubernetes-resources-under-the-hood-part-1-4f2400b6 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/directeam/kubernetes-resources-under-the-hood-part-2-6eeb50197c44: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172862,8 +179602,8 @@ https://medium.com/directeam/kubernetes-resources-under-the-hood-part-2-6eeb5019 v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://medium.com/directeam/kubernetes-resources-under-the-hood-part-3-6ee7d6015965: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172873,8 +179613,8 @@ https://medium.com/directeam/kubernetes-resources-under-the-hood-part-3-6ee7d601 v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://medium.com/dkatalis/component-team-vs-feature-team-in-a-nutshell-60c58671496f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172888,8 +179628,8 @@ https://medium.com/dkatalis/component-team-vs-feature-team-in-a-nutshell-60c5867 v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/dkatalis/creating-a-mutating-webhook-for-great-good-b21acb941207: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172904,8 +179644,8 @@ https://medium.com/dkatalis/creating-a-mutating-webhook-for-great-good-b21acb941 v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/dlt-labs-publication/grpc-vs-rest-performance-test-using-jmeter-f17e5ba1c23b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172920,8 +179660,8 @@ https://medium.com/dlt-labs-publication/grpc-vs-rest-performance-test-using-jmet v2_locations: - api.md year: N/A - addition_method: manual https://medium.com/dlt-labs-publication/kubernetes-understanding-pod-affinity-taint-toleration-2f9b9b218dd5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172936,8 +179676,8 @@ https://medium.com/dlt-labs-publication/kubernetes-understanding-pod-affinity-ta v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/dna-technology/why-we-dropped-event-sourcing-with-kafka-streams-when-given-a-second-chance-b904a80bc4be: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172952,9 +179692,9 @@ https://medium.com/dna-technology/why-we-dropped-event-sourcing-with-kafka-strea v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://medium.com/dotnet-hub/introduction-to-cloud-native-application-architecture-what-is-cloud-native-architecture-overview-benefits-e9be9aca0dd3 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032087.695489 @@ -172968,8 +179708,8 @@ https://medium.com/dna-technology/why-we-dropped-event-sourcing-with-kafka-strea v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/draftkings-engineering/draftkings-workshop-demystifying-kubernetes-4ce86c187408: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -172984,9 +179724,9 @@ https://medium.com/draftkings-engineering/draftkings-workshop-demystifying-kuber v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual ? https://medium.com/dynatrace-engineering/how-to-combine-and-automate-infrastructure-and-application-deployment-in-a-microservice-environment-a16b664bb8b5 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030931.494985 @@ -173000,8 +179740,8 @@ https://medium.com/draftkings-engineering/draftkings-workshop-demystifying-kuber v2_locations: - cicd.md year: N/A - addition_method: manual https://medium.com/dynatrace-engineering/how-we-are-redesigning-our-microservices-deployment-strategy-c567e310a42e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173015,8 +179755,8 @@ https://medium.com/dynatrace-engineering/how-we-are-redesigning-our-microservice v2_locations: - keptn.md year: N/A - addition_method: manual https://medium.com/dynatrace-engineering/kubernetes-security-best-practices-part-2-network-policies-405b36ed9d94: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173031,9 +179771,9 @@ https://medium.com/dynatrace-engineering/kubernetes-security-best-practices-part v2_locations: - kubernetes-security.md year: N/A - addition_method: manual ? https://medium.com/dzerolabs/kubernetes-saved-today-f-cked-tomorrow-a-rant-azure-key-vault-secrets-%C3%A0-la-kubernetes-fc3be5e65d18 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030248.433166 @@ -173047,8 +179787,8 @@ https://medium.com/dynatrace-engineering/kubernetes-security-best-practices-part v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/dzerolabs/using-crossplane-to-provision-a-kubernetes-cluster-in-google-cloud-cf5374d765ee: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173062,8 +179802,8 @@ https://medium.com/dzerolabs/using-crossplane-to-provision-a-kubernetes-cluster- v2_locations: - crossplane.md year: N/A - addition_method: manual https://medium.com/easyread/api-gateway-part-1-7901ba703f9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173077,8 +179817,8 @@ https://medium.com/easyread/api-gateway-part-1-7901ba703f9: v2_locations: - api.md year: N/A - addition_method: manual https://medium.com/easyread/api-gateway-part-2-7264ee5be187: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173092,9 +179832,9 @@ https://medium.com/easyread/api-gateway-part-2-7264ee5be187: v2_locations: - api.md year: N/A - addition_method: manual ? https://medium.com/edreams-odigeo-tech/tracing-in-edreams-odigeo-lodging-with-open-telemetry-and-grafana-tempo-bd1f20ddf49d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030710.969889 @@ -173108,8 +179848,8 @@ https://medium.com/easyread/api-gateway-part-2-7264ee5be187: v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/edureka/aws-vs-azure-1a882339f127: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173123,8 +179863,8 @@ https://medium.com/edureka/aws-vs-azure-1a882339f127: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://medium.com/edureka/jenkins-cheat-sheet-e0f7e25558a3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173138,8 +179878,8 @@ https://medium.com/edureka/jenkins-cheat-sheet-e0f7e25558a3: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://medium.com/ekino-france/kubernetes-addressing-private-ipv4-shortage-5-strategies-for-amazon-eks-1dc3df270ed8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173154,8 +179894,8 @@ https://medium.com/ekino-france/kubernetes-addressing-private-ipv4-shortage-5-st v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/elca-it/service-mesh-performance-evaluation-istio-linkerd-kuma-and-consul-d8a89390d630: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173170,8 +179910,8 @@ https://medium.com/elca-it/service-mesh-performance-evaluation-istio-linkerd-kum v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/empathyco/cloud-finops-part-4-kubernetes-cost-report-b4964be02dc3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173185,8 +179925,8 @@ https://medium.com/empathyco/cloud-finops-part-4-kubernetes-cost-report-b4964be0 v2_locations: - finops.md year: N/A - addition_method: manual https://medium.com/empathyco/running-apache-flink-on-kubernetes-10815a26559e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173200,8 +179940,8 @@ https://medium.com/empathyco/running-apache-flink-on-kubernetes-10815a26559e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/empathyco/running-apache-spark-on-kubernetes-2e64c73d0bb2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173215,8 +179955,8 @@ https://medium.com/empathyco/running-apache-spark-on-kubernetes-2e64c73d0bb2: v2_locations: - kubernetes-bigdata.md year: N/A - addition_method: manual https://medium.com/enjoy-algorithm/caching-system-design-concept-500134cff300: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173230,8 +179970,8 @@ https://medium.com/enjoy-algorithm/caching-system-design-concept-500134cff300: v2_locations: - caching.md year: N/A - addition_method: manual https://medium.com/event-driven-utopia/a-visual-introduction-to-debezium-32563e23c6b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173245,8 +179985,8 @@ https://medium.com/event-driven-utopia/a-visual-introduction-to-debezium-32563e2 v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/event-driven-utopia/comparing-stateful-stream-processing-and-streaming-databases-c8c670f3f4bb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173261,8 +180001,8 @@ https://medium.com/event-driven-utopia/comparing-stateful-stream-processing-and- v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/event-driven-utopia/understanding-kafka-topic-partitions-ae40f80552e8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173276,8 +180016,8 @@ https://medium.com/event-driven-utopia/understanding-kafka-topic-partitions-ae40 v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/everything-full-stack/deployment-strategies-argo-rollouts-1980fc0685e6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173291,8 +180031,8 @@ https://medium.com/everything-full-stack/deployment-strategies-argo-rollouts-198 v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-a-primer-on-autoscaling-7b8f0f95a928: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173306,8 +180046,8 @@ https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-a-primer-on-auto v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-options-features-and-use-cases-c8a6ce145957: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173317,9 +180057,9 @@ https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-options-features v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual ? https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-why-doesnt-the-horizontal-pod-autoscaler-work-for-me-5f0094694054 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029573.089305 @@ -173329,8 +180069,8 @@ https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-options-features v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/expedia-group-tech/managing-a-federated-kubernetes-cluster-using-kubefed-v2-5f115dbdbe05: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173345,8 +180085,8 @@ https://medium.com/expedia-group-tech/managing-a-federated-kubernetes-cluster-us v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/faun/35-advanced-tutorials-to-learn-kubernetes-dae5695b1f18: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173360,8 +180100,8 @@ https://medium.com/faun/35-advanced-tutorials-to-learn-kubernetes-dae5695b1f18: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://medium.com/faun/attacking-kubernetes-clusters-using-the-kubelet-api-abafc36126ca: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173375,8 +180115,8 @@ https://medium.com/faun/attacking-kubernetes-clusters-using-the-kubelet-api-abaf v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/faun/autoscaling-in-kubernetes-cluster-bc55b8393a19: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173390,8 +180130,8 @@ https://medium.com/faun/autoscaling-in-kubernetes-cluster-bc55b8393a19: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/faun/be-fast-with-kubectl-1-18-ckad-cka-31be00acc443: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173405,8 +180145,8 @@ https://medium.com/faun/be-fast-with-kubectl-1-18-ckad-cka-31be00acc443: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://medium.com/faun/configmaps-in-kubernetes-k8s-2f2ce79d7e66: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173420,8 +180160,8 @@ https://medium.com/faun/configmaps-in-kubernetes-k8s-2f2ce79d7e66: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/faun/create-your-first-application-on-aws-eks-kubernetes-cluster-874ee9681293: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173435,8 +180175,8 @@ https://medium.com/faun/create-your-first-application-on-aws-eks-kubernetes-clus v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/faun/do-it-all-kubernetes-dashboard-81375833e01c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173450,8 +180190,8 @@ https://medium.com/faun/do-it-all-kubernetes-dashboard-81375833e01c: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/faun/how-to-autoscale-the-dns-service-in-a-kubernetes-cluster-cbb46ae89678: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173465,8 +180205,8 @@ https://medium.com/faun/how-to-autoscale-the-dns-service-in-a-kubernetes-cluster v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/faun/how-to-perform-health-checks-in-kubernetes-k8s-a4e5300b1f9d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173480,8 +180220,8 @@ https://medium.com/faun/how-to-perform-health-checks-in-kubernetes-k8s-a4e5300b1 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/faun/individual-kubernetes-clusters-vs-shared-kubernetes-clusters-for-development-3399576b0f1f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173496,8 +180236,8 @@ https://medium.com/faun/individual-kubernetes-clusters-vs-shared-kubernetes-clus v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/faun/ingress-service-types-in-kubernetes-3e9b68b78307: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173511,8 +180251,8 @@ https://medium.com/faun/ingress-service-types-in-kubernetes-3e9b68b78307: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/faun/kubernetes-multi-tenancy-a-best-practices-guide-88e37ef2b709: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173526,8 +180266,8 @@ https://medium.com/faun/kubernetes-multi-tenancy-a-best-practices-guide-88e37ef2 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/faun/namespaces-in-kubernetes-4bac49414770: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173541,8 +180281,8 @@ https://medium.com/faun/namespaces-in-kubernetes-4bac49414770: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/faun/openshift-4-under-the-hood-ab854c3439dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173556,8 +180296,8 @@ https://medium.com/faun/openshift-4-under-the-hood-ab854c3439dd: v2_locations: - ocp4.md year: N/A - addition_method: manual https://medium.com/faun/pod-in-kubernetes-cluster-k8s-adeb5b901153: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173571,8 +180311,8 @@ https://medium.com/faun/pod-in-kubernetes-cluster-k8s-adeb5b901153: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/faun/provisioning-aws-infrastructure-with-terraform-6ab885fb3fcb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173586,8 +180326,8 @@ https://medium.com/faun/provisioning-aws-infrastructure-with-terraform-6ab885fb3 v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/faun/scaling-applications-in-the-cloud-52bb6dfbac4e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173601,8 +180341,8 @@ https://medium.com/faun/scaling-applications-in-the-cloud-52bb6dfbac4e: v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/faun/service-types-in-kubernetes-24a1587677d6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173616,8 +180356,8 @@ https://medium.com/faun/service-types-in-kubernetes-24a1587677d6: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/faun/what-is-ci-cd-pipeline-in-devops-6fba17a76e73: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173631,8 +180371,8 @@ https://medium.com/faun/what-is-ci-cd-pipeline-in-devops-6fba17a76e73: v2_locations: - cicd.md year: N/A - addition_method: manual https://medium.com/faun/writing-your-first-kubernetes-operator-8f3df4453234: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173646,8 +180386,8 @@ https://medium.com/faun/writing-your-first-kubernetes-operator-8f3df4453234: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/faun/your-team-might-not-need-kubernetes-57240e8d554a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173663,8 +180403,8 @@ https://medium.com/faun/your-team-might-not-need-kubernetes-57240e8d554a: - faq.md - kubernetes-alternatives.md year: N/A - addition_method: manual https://medium.com/featurepreneur/dont-trash-your-changes-but-stash-em-2091a191f7db: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173678,8 +180418,8 @@ https://medium.com/featurepreneur/dont-trash-your-changes-but-stash-em-2091a191f v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/fintechexplained/what-is-database-sharding-582b36282f97: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173693,8 +180433,8 @@ https://medium.com/fintechexplained/what-is-database-sharding-582b36282f97: v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/fiverr-engineering/how-to-share-data-between-microservices-on-high-scale-ab2bc663898d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173709,8 +180449,8 @@ https://medium.com/fiverr-engineering/how-to-share-data-between-microservices-on v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/flant-com/calico-for-kubernetes-networking-792b41e19d69: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173724,8 +180464,8 @@ https://medium.com/flant-com/calico-for-kubernetes-networking-792b41e19d69: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/flant-com/cert-manager-lets-encrypt-ssl-certs-for-kubernetes-7642e463bbce: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173740,8 +180480,8 @@ https://medium.com/flant-com/cert-manager-lets-encrypt-ssl-certs-for-kubernetes- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/flant-com/kubectl-commands-and-tips-7b33de0c5476: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173755,8 +180495,8 @@ https://medium.com/flant-com/kubectl-commands-and-tips-7b33de0c5476: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://medium.com/flant-com/upgrading-mysql-percona-server-5-to-8-4bce53bdce5c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173770,8 +180510,8 @@ https://medium.com/flant-com/upgrading-mysql-percona-server-5-to-8-4bce53bdce5c: v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/flare-systems/connect-services-across-kubernetes-clusters-using-teleproxy-3f317cfd8da: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173785,8 +180525,8 @@ https://medium.com/flare-systems/connect-services-across-kubernetes-clusters-usi v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/formaloo/making-databases-as-easy-as-playing-with-legos-no-code-no-problem-ed41d4fde269: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173801,9 +180541,9 @@ https://medium.com/formaloo/making-databases-as-easy-as-playing-with-legos-no-co v2_locations: - mlops.md year: N/A - addition_method: manual ? https://medium.com/free-code-camp/learn-kubernetes-in-under-3-hours-a-detailed-guide-to-orchestrating-containers-114ff420e882 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032337.316013 @@ -173817,8 +180557,8 @@ https://medium.com/formaloo/making-databases-as-easy-as-playing-with-legos-no-co v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://medium.com/galvanize/going-serverless-on-aws-116a04a0defd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173832,9 +180572,9 @@ https://medium.com/galvanize/going-serverless-on-aws-116a04a0defd: v2_locations: - aws-serverless.md year: N/A - addition_method: manual ? https://medium.com/gargee-bhatnagar/how-to-create-a-custom-ami-with-image-pipeline-and-automate-its-creation-using-ec2-image-builder-7e194e39c8e9 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030220.154594 @@ -173848,8 +180588,8 @@ https://medium.com/galvanize/going-serverless-on-aws-116a04a0defd: v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/geekculture/a-beginners-guide-to-understanding-microservices-d2a8bae871b7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173863,8 +180603,8 @@ https://medium.com/geekculture/a-beginners-guide-to-understanding-microservices- v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/geekculture/a-new-pattern-that-simplifies-operator-building-39df5d021cfa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173878,8 +180618,8 @@ https://medium.com/geekculture/a-new-pattern-that-simplifies-operator-building-3 v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/geekculture/aks-with-calico-network-policies-8cdfa996e6bb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173893,8 +180633,8 @@ https://medium.com/geekculture/aks-with-calico-network-policies-8cdfa996e6bb: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/geekculture/argo-cd-a-tool-for-kubernetes-devops-c46f2881edfe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173908,8 +180648,8 @@ https://medium.com/geekculture/argo-cd-a-tool-for-kubernetes-devops-c46f2881edfe v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/geekculture/change-data-capture-using-debezium-ec48631d643a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173923,8 +180663,8 @@ https://medium.com/geekculture/change-data-capture-using-debezium-ec48631d643a: v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/geekculture/common-pod-errors-in-kubernetes-to-watch-out-for-d808737f4ade: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173938,8 +180678,8 @@ https://medium.com/geekculture/common-pod-errors-in-kubernetes-to-watch-out-for- v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/geekculture/continuous-deployment-with-azure-devops-pipelines-and-kubernetes-12fe1c70b343: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173955,8 +180695,8 @@ https://medium.com/geekculture/continuous-deployment-with-azure-devops-pipelines v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-4107de079455: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173972,8 +180712,8 @@ https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-41 - kubernetes-tools.md - yaml.md year: N/A - addition_method: manual https://medium.com/geekculture/docker-limit-container-cpu-usage-11eb8ee0de5a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -173987,8 +180727,8 @@ https://medium.com/geekculture/docker-limit-container-cpu-usage-11eb8ee0de5a: v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/geekculture/eks-kubernetes-not-ready-nodes-dafb300ed299: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174002,8 +180742,8 @@ https://medium.com/geekculture/eks-kubernetes-not-ready-nodes-dafb300ed299: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/geekculture/githubs-ai-copilot-might-get-you-sued-if-you-use-it-c1cade1ea229: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174017,8 +180757,8 @@ https://medium.com/geekculture/githubs-ai-copilot-might-get-you-sued-if-you-use- v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/geekculture/gitops-github-actions-k8s-deploy-workflow-54f0d9a1d11b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174032,8 +180772,8 @@ https://medium.com/geekculture/gitops-github-actions-k8s-deploy-workflow-54f0d9a v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/geekculture/helm-advanced-commands-9365097475b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174047,8 +180787,8 @@ https://medium.com/geekculture/helm-advanced-commands-9365097475b: v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/geekculture/helm-chart-wait-for-all-dependencies-before-starting-kubernetes-pods-cc0a3ddbf02b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174063,8 +180803,8 @@ https://medium.com/geekculture/helm-chart-wait-for-all-dependencies-before-start v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/geekculture/helm-how-release-information-is-stored-778d7f0b7498: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174078,8 +180818,8 @@ https://medium.com/geekculture/helm-how-release-information-is-stored-778d7f0b74 v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/geekculture/hey-chatgpt-solve-these-coding-tasks-using-python-b2e7482f2c18: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174093,8 +180833,8 @@ https://medium.com/geekculture/hey-chatgpt-solve-these-coding-tasks-using-python v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/geekculture/k8s-helm-dashboard-d7509c5fee88: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174108,8 +180848,8 @@ https://medium.com/geekculture/k8s-helm-dashboard-d7509c5fee88: v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/geekculture/k8s-network-cni-introduction-b035d42ad68f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174123,8 +180863,8 @@ https://medium.com/geekculture/k8s-network-cni-introduction-b035d42ad68f: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/geekculture/k8s-serviceaccount-token-313d62aee119: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174138,8 +180878,8 @@ https://medium.com/geekculture/k8s-serviceaccount-token-313d62aee119: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/geekculture/k8s-troubleshooting-how-to-debug-coredns-issues-724e8b973cfc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174153,8 +180893,8 @@ https://medium.com/geekculture/k8s-troubleshooting-how-to-debug-coredns-issues-7 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/geekculture/kubectl-best-practices-c4ff809167dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174168,8 +180908,8 @@ https://medium.com/geekculture/kubectl-best-practices-c4ff809167dd: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://medium.com/geekculture/kubernetes-deployment-explained-9b2b89dd3977: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174183,8 +180923,8 @@ https://medium.com/geekculture/kubernetes-deployment-explained-9b2b89dd3977: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/geekculture/kubernetes-distributing-pods-evenly-across-cluster-c6bdc9b49699: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174199,8 +180939,8 @@ https://medium.com/geekculture/kubernetes-distributing-pods-evenly-across-cluste v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/geekculture/kubernetes-gateway-api-the-intro-you-need-to-read-80965f7acd82: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174214,8 +180954,8 @@ https://medium.com/geekculture/kubernetes-gateway-api-the-intro-you-need-to-read v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/geekculture/kubernetes-namespaces-vs-virtual-clusters-cc8731752972: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174229,8 +180969,8 @@ https://medium.com/geekculture/kubernetes-namespaces-vs-virtual-clusters-cc87317 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/geekculture/monitoring-microservices-part-1-observability-b2b44fa3e67e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174245,8 +180985,8 @@ https://medium.com/geekculture/monitoring-microservices-part-1-observability-b2b v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/geekculture/monitoring-your-system-with-docker-grafana-prometheus-node-d7fae11416f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174261,8 +181001,8 @@ https://medium.com/geekculture/monitoring-your-system-with-docker-grafana-promet v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/geekculture/provision-resources-on-aws-with-azure-devops-and-terraform-part-i-3c0de6d34fc9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174277,8 +181017,8 @@ https://medium.com/geekculture/provision-resources-on-aws-with-azure-devops-and- v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/geekculture/provision-resources-on-aws-with-azure-devops-and-terraform-part-ii-45ee450139: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174289,8 +181029,8 @@ https://medium.com/geekculture/provision-resources-on-aws-with-azure-devops-and- v1_locations: - docs/azure.md year: N/A - addition_method: manual https://medium.com/geekculture/replication-controller-vs-replicasets-in-kubernetes-7b780e4d09d5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174304,8 +181044,8 @@ https://medium.com/geekculture/replication-controller-vs-replicasets-in-kubernet v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://medium.com/geekculture/rest-rpc-graphql-what-to-choose-c57c78c0593d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174319,8 +181059,8 @@ https://medium.com/geekculture/rest-rpc-graphql-what-to-choose-c57c78c0593d: v2_locations: - api.md year: N/A - addition_method: manual https://medium.com/geekculture/setup-a-cronjob-to-execute-kubectl-or-aws-commands-c1c15dd4ff1f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174334,8 +181074,8 @@ https://medium.com/geekculture/setup-a-cronjob-to-execute-kubectl-or-aws-command v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/geekculture/storage-kubernetes-92eb3d027282: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174349,8 +181089,8 @@ https://medium.com/geekculture/storage-kubernetes-92eb3d027282: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://medium.com/geekculture/terragrunt-cheat-sheet-bedafbf9d61f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174364,8 +181104,8 @@ https://medium.com/geekculture/terragrunt-cheat-sheet-bedafbf9d61f: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/geekculture/yakd-yet-another-kubernetes-dashboard-7766bd071f30: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174379,8 +181119,8 @@ https://medium.com/geekculture/yakd-yet-another-kubernetes-dashboard-7766bd071f3 v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/getdefault-in/monoliths-vs-microservices-59cff20bb106: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174394,8 +181134,8 @@ https://medium.com/getdefault-in/monoliths-vs-microservices-59cff20bb106: v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/getindata-blog/oauth2-based-authentication-on-istio-powered-kubernetes-clusters-2bd0999b7332: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174410,8 +181150,8 @@ https://medium.com/getindata-blog/oauth2-based-authentication-on-istio-powered-k v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/gigasearch/which-elasticsearch-provider-is-right-for-you-3d596a65e704: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174425,8 +181165,8 @@ https://medium.com/gigasearch/which-elasticsearch-provider-is-right-for-you-3d59 v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/gitguardian/what-is-policy-as-code-an-introduction-to-open-policy-agent-dba1400bb030: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174441,8 +181181,8 @@ https://medium.com/gitguardian/what-is-policy-as-code-an-introduction-to-open-po v2_locations: - securityascode.md year: N/A - addition_method: manual https://medium.com/globant/advantages-of-deploying-machine-learning-models-with-kubernetes-8454cc7c565e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174457,9 +181197,9 @@ https://medium.com/globant/advantages-of-deploying-machine-learning-models-with- v2_locations: - mlops.md year: N/A - addition_method: manual ? https://medium.com/globant/dynamic-and-reactive-parameterization-in-jenkins-pipelines-using-html-groovy-and-bash-27b031fcd69b -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030503.354545 @@ -174473,8 +181213,8 @@ https://medium.com/globant/advantages-of-deploying-machine-learning-models-with- v2_locations: - jenkins.md year: N/A - addition_method: manual https://medium.com/globant/infrastructure-as-code-using-kubernetes-d3d329446517: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174490,8 +181230,8 @@ https://medium.com/globant/infrastructure-as-code-using-kubernetes-d3d329446517: - iac.md - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/globant/istio-jwt-authentication-authorization-at-the-edge-b35b612acd97: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174505,8 +181245,8 @@ https://medium.com/globant/istio-jwt-authentication-authorization-at-the-edge-b3 v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/globant/monitoring-a-multi-cluster-kubernetes-deployment-9e7a418a06b7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174520,8 +181260,8 @@ https://medium.com/globant/monitoring-a-multi-cluster-kubernetes-deployment-9e7a v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/globant/using-multiple-sources-for-a-helm-chart-deployment-in-argocd-cf3cd2d598fc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174536,8 +181276,8 @@ https://medium.com/globant/using-multiple-sources-for-a-helm-chart-deployment-in v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/google-cloud/anthos-at-home-spinning-up-a-bare-metal-anthos-cluster-on-dumpster-servers-5bcef301cfa5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174552,8 +181292,8 @@ https://medium.com/google-cloud/anthos-at-home-spinning-up-a-bare-metal-anthos-c v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://medium.com/google-cloud/automate-terraform-documentation-like-a-pro-ed3e19998808: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174567,8 +181307,8 @@ https://medium.com/google-cloud/automate-terraform-documentation-like-a-pro-ed3e v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/google-cloud/automated-canary-deployments-with-flagger-and-istio-ac747827f9d1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174582,9 +181322,9 @@ https://medium.com/google-cloud/automated-canary-deployments-with-flagger-and-is v2_locations: - istio.md year: N/A - addition_method: manual ? https://medium.com/google-cloud/design-your-landing-zone-design-considerations-part-4-iac-gitops-and-ci-cd-google-cloud-ae3f533c6dbd -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033424.420509 @@ -174598,8 +181338,8 @@ https://medium.com/google-cloud/automated-canary-deployments-with-flagger-and-is v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://medium.com/google-cloud/gke-monitoring-84170ea44833: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174614,8 +181354,8 @@ https://medium.com/google-cloud/gke-monitoring-84170ea44833: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/google-cloud/google-pub-sub-lite-for-kafka-users-dec8a7cfc5e5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174629,8 +181369,8 @@ https://medium.com/google-cloud/google-pub-sub-lite-for-kafka-users-dec8a7cfc5e5 v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/google-cloud/handle-kubernetes-secrets-the-gitops-way-part-1-7079bd8221f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174645,8 +181385,8 @@ https://medium.com/google-cloud/handle-kubernetes-secrets-the-gitops-way-part-1- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/google-cloud/ingress-in-google-kubernetes-products-f22ded21f4ed: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174660,8 +181400,8 @@ https://medium.com/google-cloud/ingress-in-google-kubernetes-products-f22ded21f4 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/google-cloud/kubernetes-101-pods-nodes-containers-and-clusters-c1509e409e16: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174675,8 +181415,8 @@ https://medium.com/google-cloud/kubernetes-101-pods-nodes-containers-and-cluster v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://medium.com/google-cloud/kubernetes-autoscaling-with-istio-metrics-76442253a45a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174690,8 +181430,8 @@ https://medium.com/google-cloud/kubernetes-autoscaling-with-istio-metrics-764422 v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/google-cloud/kubernetes-ingress-vs-gateway-api-647ee233693d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174705,8 +181445,8 @@ https://medium.com/google-cloud/kubernetes-ingress-vs-gateway-api-647ee233693d: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/google-cloud/kubernetes-nodeport-vs-loadbalancer-vs-ingress-when-should-i-use-what-922f010849e0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174721,8 +181461,8 @@ https://medium.com/google-cloud/kubernetes-nodeport-vs-loadbalancer-vs-ingress-w v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/google-cloud/running-workloads-in-kubernetes-86194d133593: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174736,8 +181476,8 @@ https://medium.com/google-cloud/running-workloads-in-kubernetes-86194d133593: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://medium.com/google-cloud/security-with-kubernetes-gateway-api-dcbb934ed2a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174751,8 +181491,8 @@ https://medium.com/google-cloud/security-with-kubernetes-gateway-api-dcbb934ed2a v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/google-cloud/setting-up-config-connector-with-terraform-helm-8ce2f45f48a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174766,8 +181506,8 @@ https://medium.com/google-cloud/setting-up-config-connector-with-terraform-helm- v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/google-cloud/shifting-even-further-left-on-kubernetes-resource-compliance-8f96fb8c72eb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174782,8 +181522,8 @@ https://medium.com/google-cloud/shifting-even-further-left-on-kubernetes-resourc v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/google-cloud/tagged/devops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174799,8 +181539,8 @@ https://medium.com/google-cloud/tagged/devops: - GoogleCloudPlatform.md - devops.md year: N/A - addition_method: manual https://medium.com/google-cloud/understanding-health-checks-in-gke-gateway-api-1c89f82bfba8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174814,8 +181554,8 @@ https://medium.com/google-cloud/understanding-health-checks-in-gke-gateway-api-1 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/google-developer-experts/getting-started-with-gke-gateway-controller-ee45c3bc8996: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174829,8 +181569,8 @@ https://medium.com/google-developer-experts/getting-started-with-gke-gateway-con v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/greenm/top-4-aws-patterns-of-highly-available-api-d34599bfbb96: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174844,8 +181584,8 @@ https://medium.com/greenm/top-4-aws-patterns-of-highly-available-api-d34599bfbb9 v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/groupon-eng/kubernetes-deployment-using-helm-charts-and-krane-e0100b55d00c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174859,8 +181599,8 @@ https://medium.com/groupon-eng/kubernetes-deployment-using-helm-charts-and-krane v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/groupon-eng/loadbalancer-services-using-kubernetes-in-docker-kind-694b4207575d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174875,8 +181615,8 @@ https://medium.com/groupon-eng/loadbalancer-services-using-kubernetes-in-docker- v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/groupon-eng/scaling-millions-of-geospatial-queries-per-minute-using-redis-7c05bcf6b4db: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174890,8 +181630,8 @@ https://medium.com/groupon-eng/scaling-millions-of-geospatial-queries-per-minute v2_locations: - caching.md year: N/A - addition_method: manual https://medium.com/gumgum-tech/5-things-we-overlooked-when-putting-our-first-app-on-kubernetes-58583c1783e4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174905,8 +181645,8 @@ https://medium.com/gumgum-tech/5-things-we-overlooked-when-putting-our-first-app v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/gumgum-tech/how-to-reduce-your-prometheus-cost-6c7cc685e347: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174920,8 +181660,8 @@ https://medium.com/gumgum-tech/how-to-reduce-your-prometheus-cost-6c7cc685e347: v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/gumgum-tech/streamlining-your-kubernetes-adoption-with-helmfile-argocd-and-gitops-211937e21e29: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174936,8 +181676,8 @@ https://medium.com/gumgum-tech/streamlining-your-kubernetes-adoption-with-helmfi v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/habasconchocos/instalaci%C3%B3n-de-java-y-visual-studio-code-en-plataformas-windows-1fa47a69497f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174951,8 +181691,8 @@ https://medium.com/habasconchocos/instalaci%C3%B3n-de-java-y-visual-studio-code- v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://medium.com/hackernoon/digital-transformation-for-modern-enterprises-through-devops-a-complete-guide-6f595463c7dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174967,8 +181707,8 @@ https://medium.com/hackernoon/digital-transformation-for-modern-enterprises-thro v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/hackernoon/how-to-hire-a-devops-engineer-4e59e7847e9b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174982,8 +181722,8 @@ https://medium.com/hackernoon/how-to-hire-a-devops-engineer-4e59e7847e9b: v2_locations: - recruitment.md year: N/A - addition_method: manual https://medium.com/hackernoon/the-2018-devops-roadmap-31588d8670cb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -174997,8 +181737,8 @@ https://medium.com/hackernoon/the-2018-devops-roadmap-31588d8670cb: v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/hacking-talent/mastering-apache-kafka-on-kubernetes-strimzi-k8s-operator-2c1d21d7b89a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175012,8 +181752,8 @@ https://medium.com/hacking-talent/mastering-apache-kafka-on-kubernetes-strimzi-k v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/hamburger-berater-team/varnish-sharding-with-istio-in-kubernetes-402f313919aa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175027,8 +181767,8 @@ https://medium.com/hamburger-berater-team/varnish-sharding-with-istio-in-kuberne v2_locations: - 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devsecops.md year: N/A - addition_method: manual ? https://medium.com/hashicorp-engineering/terraform-for-network-engineers-should-you-be-implementing-infrastructure-as-code-73667d27d3b8 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032877.749535 @@ -175135,8 +181875,8 @@ https://medium.com/hashicorp-engineering/hashicorp-consul-multi-cloud-and-multi- v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/hepsiburadatech/hepsiburada-search-engine-on-kubernetes-1fe03a3e71a3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175150,8 +181890,8 @@ https://medium.com/hepsiburadatech/hepsiburada-search-engine-on-kubernetes-1fe03 v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/hookdeck/introduction-to-message-queues-20d00373cc1f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175165,8 +181905,8 @@ https://medium.com/hookdeck/introduction-to-message-queues-20d00373cc1f: v2_locations: - 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java_frameworks.md year: N/A - addition_method: manual https://medium.com/javarevisited/logging-in-java-log4j-vs-logback-vs-slf4j-88c533088d2a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175595,8 +182335,8 @@ https://medium.com/javarevisited/logging-in-java-log4j-vs-logback-vs-slf4j-88c53 v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://medium.com/javarevisited/microservices-communication-part-1-every-programmer-must-know-7c6607d2d563: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175611,8 +182351,8 @@ https://medium.com/javarevisited/microservices-communication-part-1-every-progra v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/javarevisited/microservices-communication-part-2-sync-vs-async-vs-hybrid-23d057e137d8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175627,8 +182367,8 @@ https://medium.com/javarevisited/microservices-communication-part-2-sync-vs-asyn v2_locations: - 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databases.md year: N/A - addition_method: manual ? https://medium.com/javarevisited/why-microservices-are-not-silver-bullet-10-reasons-for-not-using-microservices-74f7c0fa98c -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033024.77786 @@ -175738,8 +182478,8 @@ https://medium.com/javarevisited/top-performance-issues-every-developer-architec v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/jumia-tech/immutable-infrastructure-gitops-18d644f9c7cb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175753,8 +182493,8 @@ https://medium.com/jumia-tech/immutable-infrastructure-gitops-18d644f9c7cb: v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/k0sproject/k0s-optimizes-start-time-adds-cluster-level-backup-restore-and-more-8ffef894a1ae: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175769,8 +182509,8 @@ https://medium.com/k0sproject/k0s-optimizes-start-time-adds-cluster-level-backup v2_locations: - 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kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/k8slens/how-to-give-developers-secure-access-to-kubernetes-clusters-c6025f0dd288: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175830,8 +182570,8 @@ https://medium.com/k8slens/how-to-give-developers-secure-access-to-kubernetes-cl v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/k8slens/lens-5-released-f7e58e8842cf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175845,9 +182585,9 @@ https://medium.com/k8slens/lens-5-released-f7e58e8842cf: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual ? https://medium.com/k8slens/lens-6-released-vision-for-the-future-new-subscription-model-and-features-available-628ff21fe14a -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032793.174792 @@ -175861,8 +182601,8 @@ https://medium.com/k8slens/lens-5-released-f7e58e8842cf: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/k8slens/lens-kubernetes-is-all-you-need-in-the-development-env-to-build-ship-and-run-5c1980a12fcf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175877,8 +182617,8 @@ https://medium.com/k8slens/lens-kubernetes-is-all-you-need-in-the-development-en v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/kapitan-blog/declarative-secret-management-for-gitops-with-kapitan-b3c596eab088: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175892,8 +182632,8 @@ https://medium.com/kapitan-blog/declarative-secret-management-for-gitops-with-ka v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/keptn/dora-metrics-automatically-for-all-your-kubernetes-workloads-42225f4b8515: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175907,8 +182647,8 @@ https://medium.com/keptn/dora-metrics-automatically-for-all-your-kubernetes-work v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/keptn/keptn-0-6-0-my-top-5-favorite-improvements-242d8ac1abfe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175922,8 +182662,8 @@ https://medium.com/keptn/keptn-0-6-0-my-top-5-favorite-improvements-242d8ac1abfe v2_locations: - keptn.md year: N/A - addition_method: manual https://medium.com/kernel-space/kubeshark-wireshark-for-kubernetes-4069a5f5aa3d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175937,8 +182677,8 @@ https://medium.com/kernel-space/kubeshark-wireshark-for-kubernetes-4069a5f5aa3d: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/kialiproject: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175952,8 +182692,8 @@ https://medium.com/kialiproject: v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/kialiproject/increasing-observability-on-istio-the-new-kiali-health-configuration-3c91852c1bfe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175967,8 +182707,8 @@ https://medium.com/kialiproject/increasing-observability-on-istio-the-new-kiali- v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/kialiproject/troubleshooting-envoy-with-kiali-7f78a57b16ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175982,8 +182722,8 @@ https://medium.com/kialiproject/troubleshooting-envoy-with-kiali-7f78a57b16ad: v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/kocsistem/installation-internal-nginx-ingress-for-a-private-aks-cluster-7b6386492d56: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -175998,8 +182738,8 @@ https://medium.com/kocsistem/installation-internal-nginx-ingress-for-a-private-a v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/kubecost/prometheus-grafana-configuration-query-examples-885b91b6ca6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176014,8 +182754,8 @@ https://medium.com/kubecost/prometheus-grafana-configuration-query-examples-885b v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/kubehub/a-series-on-bash-scripting-eecd0293fab5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176029,8 +182769,8 @@ https://medium.com/kubehub/a-series-on-bash-scripting-eecd0293fab5: v2_locations: - linux.md year: N/A - addition_method: manual https://medium.com/kubernetes-deveops/kubernetes-deploying-application-with-persistent-storage-5068767e25f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176045,8 +182785,8 @@ https://medium.com/kubernetes-deveops/kubernetes-deploying-application-with-pers v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://medium.com/kubernetes-tutorials/cluster-level-logging-in-kubernetes-with-fluentd-e59aa2b6093a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176061,8 +182801,8 @@ https://medium.com/kubernetes-tutorials/cluster-level-logging-in-kubernetes-with v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/kubernetes-tutorials/efficient-node-out-of-resource-management-in-kubernetes-67f158da6e59: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176076,8 +182816,8 @@ https://medium.com/kubernetes-tutorials/efficient-node-out-of-resource-managemen v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/kubernetes-tutorials/kubernetes-dns-for-services-and-pods-664804211501: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176091,8 +182831,8 @@ https://medium.com/kubernetes-tutorials/kubernetes-dns-for-services-and-pods-664 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/kubernetes-tutorials/making-sense-of-taints-and-tolerations-in-kubernetes-446e75010f4e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176106,8 +182846,8 @@ https://medium.com/kubernetes-tutorials/making-sense-of-taints-and-tolerations-i v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/kubeshop-i/monokle-1-5-0-release-kubeshop-95f574563c79: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176121,8 +182861,8 @@ https://medium.com/kubeshop-i/monokle-1-5-0-release-kubeshop-95f574563c79: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/kubeshop-i/monokle-helm-quality-kubernetes-deployments-af050fcc91db: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176136,8 +182876,8 @@ https://medium.com/kubeshop-i/monokle-helm-quality-kubernetes-deployments-af050f v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/kubeshop-i/monokle-vs-lens-vs-k9s-1d5d94d84b5c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176151,8 +182891,8 @@ https://medium.com/kubeshop-i/monokle-vs-lens-vs-k9s-1d5d94d84b5c: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://medium.com/kubeshop-i/rapidly-prototype-your-apis-on-kubernetes-with-kusk-gateway-kubeshop-4006f030e8e4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176167,8 +182907,8 @@ https://medium.com/kubeshop-i/rapidly-prototype-your-apis-on-kubernetes-with-kus v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/kubeshop-i/top-8-open-source-observability-testing-tools-9341a361a634: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176182,8 +182922,8 @@ https://medium.com/kubeshop-i/top-8-open-source-observability-testing-tools-9341 v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/kudos-engineering/migrating-our-cron-jobs-to-kubernetes-8597032d7622: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176197,8 +182937,8 @@ https://medium.com/kudos-engineering/migrating-our-cron-jobs-to-kubernetes-85970 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/leapp-cloud/top-10-uncommon-devops-tools-you-should-know-91dadde9777e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176212,8 +182952,8 @@ https://medium.com/leapp-cloud/top-10-uncommon-devops-tools-you-should-know-91da v2_locations: - devops-tools.md year: N/A - addition_method: manual https://medium.com/lego-engineering/a-journey-into-serverless-and-handling-step-function-failures-dba51b4e8e99: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176228,8 +182968,8 @@ https://medium.com/lego-engineering/a-journey-into-serverless-and-handling-step- v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://medium.com/levvel-consulting/the-differences-between-kubernetes-and-openshift-ae778059a90e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176243,9 +182983,9 @@ https://medium.com/levvel-consulting/the-differences-between-kubernetes-and-open v2_locations: - introduction.md year: N/A - addition_method: manual ? https://medium.com/lightricks-tech-blog/step-by-step-guide-how-to-create-a-dynamic-service-endpoint-via-k8s-api-1024309cb226 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032289.677724 @@ -176259,8 +182999,8 @@ https://medium.com/levvel-consulting/the-differences-between-kubernetes-and-open v2_locations: - caching.md year: N/A - addition_method: manual https://medium.com/lightspeed-venture-partners/why-grafana-part-ii-2e7e42e0f7bb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176274,8 +183014,8 @@ https://medium.com/lightspeed-venture-partners/why-grafana-part-ii-2e7e42e0f7bb: v2_locations: - grafana.md year: N/A - addition_method: manual https://medium.com/lightstephq/devops-observability-and-the-need-to-tear-down-organizational-boundaries-f5d25755ff3a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176290,8 +183030,8 @@ https://medium.com/lightstephq/devops-observability-and-the-need-to-tear-down-or v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/linkbynet/deploying-opa-on-a-gke-cluster-da4d3d77812c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176305,9 +183045,9 @@ https://medium.com/linkbynet/deploying-opa-on-a-gke-cluster-da4d3d77812c: v2_locations: - securityascode.md year: N/A - addition_method: manual ? https://medium.com/linux-shots/configmap-secret-reloader-automatically-add-reload-data-from-configmap-secret-to-deployments-dc245e06b92c -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031031.512389 @@ -176321,8 +183061,8 @@ https://medium.com/linkbynet/deploying-opa-on-a-gke-cluster-da4d3d77812c: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/linux-shots/debug-kubernetes-pods-using-ephemeral-container-f01378243ff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176336,8 +183076,8 @@ https://medium.com/linux-shots/debug-kubernetes-pods-using-ephemeral-container-f v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://medium.com/linux-shots/find-deprecated-api-resources-used-in-a-kubernetes-cluster-44756c1126c8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176352,8 +183092,8 @@ https://medium.com/linux-shots/find-deprecated-api-resources-used-in-a-kubernete v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/linux-shots/kubernetes-ingress-as-reverse-proxy-to-application-running-outside-cluster-206b6003f9cb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176368,8 +183108,8 @@ https://medium.com/linux-shots/kubernetes-ingress-as-reverse-proxy-to-applicatio v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/linux-shots/use-postgresql-as-backend-storage-for-helm-de407cd9c43: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176383,9 +183123,9 @@ https://medium.com/linux-shots/use-postgresql-as-backend-storage-for-helm-de407c v2_locations: - helm.md year: N/A - addition_method: manual ? https://medium.com/lonto-digital-services-integrator/why-we-developed-own-kubernetes-controller-to-copy-secrets-e46368ae6db9 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032922.346871 @@ -176399,8 +183139,8 @@ https://medium.com/linux-shots/use-postgresql-as-backend-storage-for-helm-de407c v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/marionete/create-helm-charts-to-manage-kubernetes-applications-9c4235acf99e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176414,8 +183154,8 @@ https://medium.com/marionete/create-helm-charts-to-manage-kubernetes-application v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/marionete/how-to-expose-kubernetes-services-to-external-traffic-using-istio-gateway-1a1e6ebd8805: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176430,8 +183170,8 @@ https://medium.com/marionete/how-to-expose-kubernetes-services-to-external-traff v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/mcdonalds-technical-blog/behind-the-scenes-mcdonalds-event-driven-architecture-51a6542c0d86: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176446,9 +183186,9 @@ https://medium.com/mcdonalds-technical-blog/behind-the-scenes-mcdonalds-event-dr v2_locations: - introduction.md year: N/A - addition_method: manual ? https://medium.com/mcdonalds-technical-blog/mcdonalds-event-driven-architecture-the-data-journey-and-how-it-works-4591d108821f -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033040.449549 @@ -176462,8 +183202,8 @@ https://medium.com/mcdonalds-technical-blog/behind-the-scenes-mcdonalds-event-dr v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/medialesson/assigning-azure-built-in-roles-vs-azure-ad-built-in-roles-with-azure-cli-d1cbf56fcdbe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176478,8 +183218,8 @@ https://medium.com/medialesson/assigning-azure-built-in-roles-vs-azure-ad-built- v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/medialesson/create-azure-active-directory-app-registration-with-azure-cli-3241aa3824c5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176494,8 +183234,8 @@ https://medium.com/medialesson/create-azure-active-directory-app-registration-wi v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/microservicegeeks/introduction-to-event-driven-architecture-e94ef442d824: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176509,8 +183249,8 @@ https://medium.com/microservicegeeks/introduction-to-event-driven-architecture-e v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/microservices-for-net-developers/what-is-microservices-and-why-is-it-different-fac017cb8cf4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176524,8 +183264,8 @@ https://medium.com/microservices-for-net-developers/what-is-microservices-and-wh v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/microservices-in-practice/microservices-in-practice-7a3e85b6624c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176539,8 +183279,8 @@ https://medium.com/microservices-in-practice/microservices-in-practice-7a3e85b66 v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/microservices-learning/how-to-implement-security-for-microservices-89b140d3e555: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176554,8 +183294,8 @@ https://medium.com/microservices-learning/how-to-implement-security-for-microser v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/microsoftazure/aks-different-load-balancing-options-for-a-single-cluster-when-to-use-what-abd2c22c2825: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176569,9 +183309,9 @@ https://medium.com/microsoftazure/aks-different-load-balancing-options-for-a-sin v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://medium.com/microsoftazure/automating-managed-prometheus-and-grafana-with-terraform-for-scalable-observability-on-azure-4e5c5409a6b1 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031642.222409 @@ -176585,8 +183325,8 @@ https://medium.com/microsoftazure/aks-different-load-balancing-options-for-a-sin v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/microsoftazure/going-multicloud-with-kubernetes-and-azure-front-door-f34a2f39068a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176600,8 +183340,8 @@ https://medium.com/microsoftazure/going-multicloud-with-kubernetes-and-azure-fro v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/microsoftazure/secure-your-microservices-on-aks-part-2-5496bf2ba00c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176611,9 +183351,9 @@ https://medium.com/microsoftazure/secure-your-microservices-on-aks-part-2-5496bf v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://medium.com/microsoftazure/ultimate-guide-for-azure-cloud-adoption-framework-for-enterprise-scale-landing-zone-bba2a385134d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034450.048808 @@ -176627,8 +183367,8 @@ https://medium.com/microsoftazure/secure-your-microservices-on-aks-part-2-5496bf v2_locations: - azure.md year: N/A - addition_method: manual https://medium.com/mindboard/what-is-autoscaling-in-kubernetes-109c7b5d321: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176642,8 +183382,8 @@ https://medium.com/mindboard/what-is-autoscaling-in-kubernetes-109c7b5d321: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/mlearning-ai/the-best-object-detection-libraries-that-i-work-with-835428a1e01e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176658,8 +183398,8 @@ https://medium.com/mlearning-ai/the-best-object-detection-libraries-that-i-work- v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/mycloudseries/must-haves-for-your-kubernetes-cluster-to-be-production-ready-dc7d1d18c4a2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176674,8 +183414,8 @@ https://medium.com/mycloudseries/must-haves-for-your-kubernetes-cluster-to-be-pr v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/nerd-for-tech/building-a-two-tier-architecture-for-high-availability-using-terraform-ae6296fb2126: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176690,15 +183430,15 @@ https://medium.com/nerd-for-tech/building-a-two-tier-architecture-for-high-avail v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/nerd-for-tech/common-kubernetes-errors-made-by-beginners-274b50e18a01: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033118.162451 v1_locations: - docs/kubernetes-troubleshooting.md - 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terraform.md year: N/A - addition_method: manual https://medium.com/nerds-malt/choosing-a-ci-that-grows-at-the-same-pace-as-a-scale-up-f4e1c0648084: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176861,8 +183601,8 @@ https://medium.com/nerds-malt/choosing-a-ci-that-grows-at-the-same-pace-as-a-sca v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://medium.com/netcracker/version-control-of-configuration-files-using-kubernetes-21673766203: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176876,8 +183616,8 @@ https://medium.com/netcracker/version-control-of-configuration-files-using-kuber v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/netpremacy-global-services/the-beginning-of-the-end-for-terraform-cfffcd2c5420: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176891,8 +183631,8 @@ https://medium.com/netpremacy-global-services/the-beginning-of-the-end-for-terra v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/nexton/kubernetes-a-practical-introduction-18a5b69e7763: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176906,8 +183646,8 @@ https://medium.com/nexton/kubernetes-a-practical-introduction-18a5b69e7763: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/ni-tech-talk/creating-customized-kubernetes-pod-templates-using-groovy-in-jenkins-pipeline-7007f023a585: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176922,8 +183662,8 @@ https://medium.com/ni-tech-talk/creating-customized-kubernetes-pod-templates-usi v2_locations: - jenkins.md year: N/A - addition_method: manual https://medium.com/nontechcompany/cool-kubernetes-command-line-plugins-4b0e50362426: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176937,8 +183677,8 @@ https://medium.com/nontechcompany/cool-kubernetes-command-line-plugins-4b0e50362 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/nordcloud-engineering/upgrading-kubernetes-the-hard-way-ac533cfb4ff2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176952,8 +183692,8 @@ https://medium.com/nordcloud-engineering/upgrading-kubernetes-the-hard-way-ac533 v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://medium.com/nordnet-tech/setting-java-heap-size-inside-a-docker-container-b5a4d06d2f46: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176967,8 +183707,8 @@ https://medium.com/nordnet-tech/setting-java-heap-size-inside-a-docker-container v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://medium.com/nordnet-tech/unlocking-kubernetes-performance-with-no-cpu-resource-limits-56d5dc33037b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176983,8 +183723,8 @@ https://medium.com/nordnet-tech/unlocking-kubernetes-performance-with-no-cpu-res v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/nttlabs/buildx-kubernetes-ad0fe59b0c64: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -176998,8 +183738,8 @@ https://medium.com/nttlabs/buildx-kubernetes-ad0fe59b0c64: v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/nttlabs/nerdctl-359311b32d0e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177013,8 +183753,8 @@ https://medium.com/nttlabs/nerdctl-359311b32d0e: v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/nycdev/understanding-docker-volumes-mounts-and-layers-9fa17befa493: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177029,8 +183769,8 @@ https://medium.com/nycdev/understanding-docker-volumes-mounts-and-layers-9fa17be v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/okteto/beginners-guide-to-kubernetes-deployments-50f066d95d2b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177044,8 +183784,8 @@ https://medium.com/okteto/beginners-guide-to-kubernetes-deployments-50f066d95d2b v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/omio-engineering/cpu-limits-and-aggressive-throttling-in-kubernetes-c5b20bd8a718: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177059,8 +183799,8 @@ https://medium.com/omio-engineering/cpu-limits-and-aggressive-throttling-in-kube v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/open-devops-academy/kubernetes-inject-the-values-of-a-configmap-in-a-container-as-a-volume-628c39f3ea43: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177075,8 +183815,8 @@ https://medium.com/open-devops-academy/kubernetes-inject-the-values-of-a-configm v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/opentelemetry/opentelemetry-specification-v1-0-0-tracing-edition-72dd08936978: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177090,8 +183830,8 @@ https://medium.com/opentelemetry/opentelemetry-specification-v1-0-0-tracing-edit v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/opstalk/securing-containers-with-red-hat-quay-and-clair-part-i-bcec8d170536: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177105,8 +183845,8 @@ https://medium.com/opstalk/securing-containers-with-red-hat-quay-and-clair-part- v2_locations: - ocp4.md year: N/A - addition_method: manual https://medium.com/opstree-technology/ansible-helm-diff-plugin-63e1cda299a3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177120,8 +183860,8 @@ https://medium.com/opstree-technology/ansible-helm-diff-plugin-63e1cda299a3: v2_locations: - ansible.md year: N/A - addition_method: manual https://medium.com/otomi-platform/helmfile-and-argocd-better-together-f8d4587263ff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177135,8 +183875,8 @@ https://medium.com/otomi-platform/helmfile-and-argocd-better-together-f8d4587263 v2_locations: - argo.md year: N/A - addition_method: manual https://medium.com/packlinkeng/a-chance-for-newsql-databases-3bba18fea6a1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177152,8 +183892,8 @@ https://medium.com/packlinkeng/a-chance-for-newsql-databases-3bba18fea6a1: - newsql.md - nosql.md year: N/A - addition_method: manual https://medium.com/pareture/kubernetes-bound-projected-service-account-token-volumes-might-surprise-you-434ff2cd1483: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177168,8 +183908,8 @@ https://medium.com/pareture/kubernetes-bound-projected-service-account-token-vol v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/pareture/kubernetes-scaling-capacity-and-resource-planning-in-complex-clusters-97a6105b43a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177184,8 +183924,8 @@ https://medium.com/pareture/kubernetes-scaling-capacity-and-resource-planning-in v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/path-to-software-architect/cloud-agnostic-design-925c08e1d610: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177199,8 +183939,8 @@ https://medium.com/path-to-software-architect/cloud-agnostic-design-925c08e1d610 v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://medium.com/patilswapnilv/getting-started-with-kubernetes-networking-7e10623fc78f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177215,8 +183955,8 @@ https://medium.com/patilswapnilv/getting-started-with-kubernetes-networking-7e10 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/paypal-tech/scaling-kubernetes-to-over-4k-nodes-and-200k-pods-29988fad6ed: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177230,9 +183970,9 @@ https://medium.com/paypal-tech/scaling-kubernetes-to-over-4k-nodes-and-200k-pods v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://medium.com/performance-engineering-for-the-ordinary-barbie/why-profiling-should-be-part-of-regular-software-development-workflow-8b19b7f52b38 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031543.504775 @@ -177247,8 +183987,8 @@ https://medium.com/paypal-tech/scaling-kubernetes-to-over-4k-nodes-and-200k-pods v2_locations: - monitoring.md year: N/A - addition_method: manual https://medium.com/picsart-engineering/prioritizing-development-efforts-with-slos-in-microservices-109ecd9b9b92: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177263,8 +184003,8 @@ https://medium.com/picsart-engineering/prioritizing-development-efforts-with-slo v2_locations: - sre.md year: N/A - addition_method: manual https://medium.com/pinterest-engineering/how-pinterest-runs-kafka-at-scale-ff9c6f735be: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177278,8 +184018,8 @@ https://medium.com/pinterest-engineering/how-pinterest-runs-kafka-at-scale-ff9c6 v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/pinterest-engineering/scaling-kubernetes-with-assurance-at-pinterest-a23f821168da: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177293,8 +184033,8 @@ https://medium.com/pinterest-engineering/scaling-kubernetes-with-assurance-at-pi v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/pipedrive-engineering/how-we-choked-our-kubernetes-nodejs-services-932acc8cc2be: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177308,8 +184048,8 @@ https://medium.com/pipedrive-engineering/how-we-choked-our-kubernetes-nodejs-ser v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/platform-engineer/26-terraform-hacks-for-effective-infrastructure-automation-with-examples-d6d721c3d5e0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177324,9 +184064,9 @@ https://medium.com/platform-engineer/26-terraform-hacks-for-effective-infrastruc v2_locations: - terraform.md year: N/A - addition_method: manual ? https://medium.com/predictivehire/why-we-should-use-terraform-and-terragrunt-to-manage-kubernetes-with-example-code-d96aac2ff25a -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034115.938778 @@ -177340,8 +184080,8 @@ https://medium.com/platform-engineer/26-terraform-hacks-for-effective-infrastruc v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-1-cc50a3642: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177351,8 +184091,8 @@ https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api v1_locations: - docs/kubernetes-client-libraries.md year: N/A - addition_method: manual https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-2-using-java-ceb8a5ff7920: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177362,8 +184102,8 @@ https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api v1_locations: - docs/kubernetes-client-libraries.md year: N/A - addition_method: manual https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-3-using-python-aea5ab16f627: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177373,8 +184113,8 @@ https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api v1_locations: - docs/kubernetes-client-libraries.md year: N/A - addition_method: manual https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-4-using-go-b1d0e3c1c899: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177390,8 +184130,8 @@ https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api - golang.md - kubernetes-client-libraries.md year: N/A - addition_method: manual https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-toc-84d751876650: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177405,8 +184145,8 @@ https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://medium.com/promyze/avoid-accidental-complexity-and-technical-debt-2dc2cdf4dd4b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177420,8 +184160,8 @@ https://medium.com/promyze/avoid-accidental-complexity-and-technical-debt-2dc2cd v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/python-in-plain-english/testing-apis-with-python-4ca51d604ffe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177435,8 +184175,8 @@ https://medium.com/python-in-plain-english/testing-apis-with-python-4ca51d604ffe v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://medium.com/pythoneers/mlops-tool-stack-requirement-in-machine-learning-pipeline-474b39f09dfc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177451,8 +184191,8 @@ https://medium.com/pythoneers/mlops-tool-stack-requirement-in-machine-learning-p v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/qe-unit/how-google-does-monorepo-revisited-8c793be20344: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177466,8 +184206,8 @@ https://medium.com/qe-unit/how-google-does-monorepo-revisited-8c793be20344: v2_locations: - git.md year: N/A - addition_method: manual https://medium.com/qe-unit/the-microservices-adoption-roadmap-e37f3f32877: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177481,8 +184221,8 @@ https://medium.com/qe-unit/the-microservices-adoption-roadmap-e37f3f32877: v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/riskified-technology/from-aws-cloudformation-to-terraform-migrating-apache-kafka-32bdabdbaa59: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177496,8 +184236,8 @@ https://medium.com/riskified-technology/from-aws-cloudformation-to-terraform-mig v2_locations: - 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caching.md year: N/A - addition_method: manual https://medium.com/saas-infra/stabilize-your-kubernetes-microservices-with-the-correct-resources-settings-2071fa11495d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177561,8 +184301,8 @@ https://medium.com/saas-infra/stabilize-your-kubernetes-microservices-with-the-c v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/schibsted-engineering/ultimate-terraform-project-structure-9fc7e79f6bc6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177576,8 +184316,8 @@ https://medium.com/schibsted-engineering/ultimate-terraform-project-structure-9f v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/sciforce/strategies-of-docker-images-optimization-2ca9cc5719b6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177591,9 +184331,9 @@ https://medium.com/sciforce/strategies-of-docker-images-optimization-2ca9cc5719b v2_locations: - docker.md year: N/A - addition_method: manual ? https://medium.com/scout24-engineering/how-did-we-upgrade-our-eks-clusters-from-1-15-to-1-22-without-k8s-knowledge-2c96c1a94cc1 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032549.476086 @@ -177607,9 +184347,9 @@ https://medium.com/sciforce/strategies-of-docker-images-optimization-2ca9cc5719b v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://medium.com/sda-se/kubernetes-operator-to-the-rescue-how-our-own-mongodb-operator-improved-our-deployments-6d5ba3324abc -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031377.613763 @@ -177623,8 +184363,8 @@ https://medium.com/sciforce/strategies-of-docker-images-optimization-2ca9cc5719b v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/searce/gitops-the-next-big-thing-for-devops-and-automation-2a9597e51559: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177638,8 +184378,8 @@ https://medium.com/searce/gitops-the-next-big-thing-for-devops-and-automation-2a v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/searce/multibranch-and-ha-pipeline-in-jenkins-with-kaniko-on-gke-8a1e7fa93403: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177653,8 +184393,8 @@ https://medium.com/searce/multibranch-and-ha-pipeline-in-jenkins-with-kaniko-on- v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/searce/spinnaker-the-hard-way-278913f3f1d8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177668,8 +184408,8 @@ https://medium.com/searce/spinnaker-the-hard-way-278913f3f1d8: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://medium.com/search?q=cp4mcm: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177683,8 +184423,8 @@ https://medium.com/search?q=cp4mcm: v2_locations: - ibm_cloud.md year: N/A - addition_method: manual https://medium.com/seek-blog/microservices-in-go-2fc1570f6800: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177698,8 +184438,8 @@ https://medium.com/seek-blog/microservices-in-go-2fc1570f6800: v2_locations: - golang.md year: N/A - addition_method: manual https://medium.com/serious-scrum/are-scrum-and-kanban-allies-or-enemies-9d1d27353cd7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177713,8 +184453,8 @@ https://medium.com/serious-scrum/are-scrum-and-kanban-allies-or-enemies-9d1d2735 v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/serious-scrum/nine-steps-to-successfully-start-your-new-product-owner-job-b276c85e3dde: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177728,8 +184468,8 @@ https://medium.com/serious-scrum/nine-steps-to-successfully-start-your-new-produ v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/serious-scrum/scrum-teams-that-dont-verify-their-outcomes-are-basically-waterfall-teams-cb208acdcc61: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177744,8 +184484,8 @@ https://medium.com/serious-scrum/scrum-teams-that-dont-verify-their-outcomes-are v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/serverless-transformation/what-a-typical-100-serverless-architecture-looks-like-in-aws-40f252cd0ecb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177759,8 +184499,8 @@ https://medium.com/serverless-transformation/what-a-typical-100-serverless-archi v2_locations: - serverless.md year: N/A - addition_method: manual https://medium.com/shoutloudz/microservice-developing-an-authentication-service-using-spring-boot-d421b8802712: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177775,8 +184515,8 @@ https://medium.com/shoutloudz/microservice-developing-an-authentication-service- v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://medium.com/simform-engineering/infrastructure-as-code-and-ci-cd-in-practice-with-aws-cdk-bd0685b361f8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177791,8 +184531,8 @@ https://medium.com/simform-engineering/infrastructure-as-code-and-ci-cd-in-pract v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://medium.com/siot-govtech/kubernetes-from-scratch-35add70e8b7f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177806,8 +184546,8 @@ https://medium.com/siot-govtech/kubernetes-from-scratch-35add70e8b7f: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/slalom-build/managing-ingress-traffic-on-kubernetes-platforms-ebd537cdfb46: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177822,8 +184562,8 @@ https://medium.com/slalom-build/managing-ingress-traffic-on-kubernetes-platforms v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/softwareimprovementgroup/ci-cd-best-practices-how-to-set-up-your-pipeline-4643eea14bfa: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177838,8 +184578,8 @@ https://medium.com/softwareimprovementgroup/ci-cd-best-practices-how-to-set-up-y v2_locations: - cicd.md year: N/A - addition_method: manual https://medium.com/solo-io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177853,8 +184593,8 @@ https://medium.com/solo-io: v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/solo-io/istio-the-easy-way-again-b0504347b7ce: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177868,8 +184608,8 @@ https://medium.com/solo-io/istio-the-easy-way-again-b0504347b7ce: v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/solutions-architecture-patterns/multi-cloud-enterprise-deployment-pattern-19571604e64b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177883,8 +184623,8 @@ https://medium.com/solutions-architecture-patterns/multi-cloud-enterprise-deploy v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/spacelift/platform-engineering-vs-devops-ade389ce819e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177898,8 +184638,8 @@ https://medium.com/spacelift/platform-engineering-vs-devops-ade389ce819e: v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/spacelift/terraform-best-practices-for-better-infrastructure-management-49e0859b5537: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177914,8 +184654,8 @@ https://medium.com/spacelift/terraform-best-practices-for-better-infrastructure- v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/spacelift/terraform-vs-kubernetes-key-differences-and-comparison-a42847e8be1c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177929,8 +184669,8 @@ https://medium.com/spacelift/terraform-vs-kubernetes-key-differences-and-compari v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/sse-blog/verify-container-image-signatures-in-kubernetes-using-notary-or-cosign-or-both-c25d9e79ec45: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177945,8 +184685,8 @@ https://medium.com/sse-blog/verify-container-image-signatures-in-kubernetes-usin v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/stakater/efficiently-expose-services-on-kubernetes-494a80f88aad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177961,8 +184701,8 @@ https://medium.com/stakater/efficiently-expose-services-on-kubernetes-494a80f88a v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/stakater/efficiently-expose-services-on-kubernetes-part-2-c302f135f719: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177972,8 +184712,8 @@ https://medium.com/stakater/efficiently-expose-services-on-kubernetes-part-2-c30 v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/stakater/gitops-for-kubernetes-with-jenkins-7db6304216e0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -177987,8 +184727,8 @@ https://medium.com/stakater/gitops-for-kubernetes-with-jenkins-7db6304216e0: v2_locations: - gitops.md year: N/A - addition_method: manual https://medium.com/streamotion-tech-blog/visualising-the-cost-of-kubernetes-ca64f642de8c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178002,8 +184742,8 @@ https://medium.com/streamotion-tech-blog/visualising-the-cost-of-kubernetes-ca64 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/summit-technology-group/karpenter-autoscaling-and-right-sizing-eks-nodes-bc6d2b83d48e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178018,8 +184758,8 @@ https://medium.com/summit-technology-group/karpenter-autoscaling-and-right-sizin v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://medium.com/swlh/6-lessons-learned-from-migrating-web-application-on-production-ce9add8e63f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178033,8 +184773,8 @@ https://medium.com/swlh/6-lessons-learned-from-migrating-web-application-on-prod v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/swlh/a-design-analysis-of-cloud-based-microservices-architecture-at-netflix-98836b2da45f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178048,8 +184788,8 @@ https://medium.com/swlh/a-design-analysis-of-cloud-based-microservices-architect v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/swlh/apache-kafka-in-a-nutshell-5782b01d9ffb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178063,9 +184803,9 @@ https://medium.com/swlh/apache-kafka-in-a-nutshell-5782b01d9ffb: v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://medium.com/swlh/apache-kafka-startup-guide-system-design-architectures-notification-system-web-activity-tracker-6dcaf0cf8a7 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030499.568956 @@ -178079,8 +184819,8 @@ https://medium.com/swlh/apache-kafka-in-a-nutshell-5782b01d9ffb: v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/swlh/aws-account-security-monitoring-d7ca129d52ac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178094,8 +184834,8 @@ https://medium.com/swlh/aws-account-security-monitoring-d7ca129d52ac: v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://medium.com/swlh/aws-config-compliance-as-code-9621eb3b7ac7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178109,8 +184849,8 @@ https://medium.com/swlh/aws-config-compliance-as-code-9621eb3b7ac7: v2_locations: - aws.md year: N/A - addition_method: manual https://medium.com/swlh/break-down-kubernetes-server-side-apply-5d59f6a14e26: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178125,8 +184865,8 @@ https://medium.com/swlh/break-down-kubernetes-server-side-apply-5d59f6a14e26: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://medium.com/swlh/building-the-ci-cd-of-the-future-creating-the-eks-cluster-e4cce4eb3500: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178140,9 +184880,9 @@ https://medium.com/swlh/building-the-ci-cd-of-the-future-creating-the-eks-cluste v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://medium.com/swlh/ci-cd-pipeline-of-jenkins-using-groovy-language-with-monitoring-on-the-top-of-kubernetes-b37f962fb0ac -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031096.669592 @@ -178156,8 +184896,8 @@ https://medium.com/swlh/building-the-ci-cd-of-the-future-creating-the-eks-cluste v2_locations: - jenkins.md year: N/A - addition_method: manual https://medium.com/swlh/clusterops-1-line-commit-to-upgrade-your-kubernetes-clusters-de3548124d04: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178171,8 +184911,8 @@ https://medium.com/swlh/clusterops-1-line-commit-to-upgrade-your-kubernetes-clus v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://medium.com/swlh/consul-in-kubernetes-pushing-to-production-223506bbe8db: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178186,8 +184926,8 @@ https://medium.com/swlh/consul-in-kubernetes-pushing-to-production-223506bbe8db: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/swlh/deploy-quarkus-todo-list-app-to-kubernetes-using-eclipse-jkube-c774ef6b68f0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178197,8 +184937,8 @@ https://medium.com/swlh/deploy-quarkus-todo-list-app-to-kubernetes-using-eclipse v1_locations: - docs/demos.md year: N/A - addition_method: manual https://medium.com/swlh/deploy-your-private-docker-registry-as-a-pod-in-kubernetes-f6a489bf0180: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178212,8 +184952,8 @@ https://medium.com/swlh/deploy-your-private-docker-registry-as-a-pod-in-kubernet v2_locations: - registries.md year: N/A - addition_method: manual https://medium.com/swlh/deploying-kubernetes-deciding-the-size-of-your-nodes-a115e770e09: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178227,8 +184967,8 @@ https://medium.com/swlh/deploying-kubernetes-deciding-the-size-of-your-nodes-a11 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/swlh/discovering-running-pods-by-using-dns-and-headless-services-in-kubernetes-7002a50747f4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178242,8 +184982,8 @@ https://medium.com/swlh/discovering-running-pods-by-using-dns-and-headless-servi v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/swlh/getting-started-with-istio-524628c025: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178257,8 +184997,8 @@ https://medium.com/swlh/getting-started-with-istio-524628c025: v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/swlh/getting-started-with-kafka-on-openshift-c44c0fdec384: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178272,8 +185012,8 @@ https://medium.com/swlh/getting-started-with-kafka-on-openshift-c44c0fdec384: v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/swlh/guide-okd-4-5-single-node-cluster-832693cb752b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178287,8 +185027,8 @@ https://medium.com/swlh/guide-okd-4-5-single-node-cluster-832693cb752b: v2_locations: - ocp4.md year: N/A - addition_method: manual https://medium.com/swlh/helm-chart-development-guide-bbc525d3b448: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178302,8 +185042,8 @@ https://medium.com/swlh/helm-chart-development-guide-bbc525d3b448: v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/swlh/high-priority-request-queue-with-haproxy-9efd639a8992: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178317,8 +185057,8 @@ https://medium.com/swlh/high-priority-request-queue-with-haproxy-9efd639a8992: v2_locations: - web-servers.md year: N/A - addition_method: manual https://medium.com/swlh/how-to-become-an-devops-engineer-in-2020-80b8740d5a52: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178332,8 +185072,8 @@ https://medium.com/swlh/how-to-become-an-devops-engineer-in-2020-80b8740d5a52: v2_locations: - devops.md year: N/A - addition_method: manual https://medium.com/swlh/how-to-deploy-an-asp-net-application-with-kubernetes-3c00c5fa1c6e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178347,8 +185087,8 @@ https://medium.com/swlh/how-to-deploy-an-asp-net-application-with-kubernetes-3c0 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/swlh/how-to-start-working-with-docker-containers-72b73ca60e0c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178362,8 +185102,8 @@ https://medium.com/swlh/how-to-start-working-with-docker-containers-72b73ca60e0c v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/swlh/im-so-sorry-openshift-i-ve-taken-you-for-granted-f36fb47ea4d9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178377,8 +185117,8 @@ https://medium.com/swlh/im-so-sorry-openshift-i-ve-taken-you-for-granted-f36fb47 v2_locations: - openshift.md year: N/A - addition_method: manual https://medium.com/swlh/introduction-to-istio-traffic-management-6b62c86f8cb4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178393,8 +185133,8 @@ https://medium.com/swlh/introduction-to-istio-traffic-management-6b62c86f8cb4: v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/swlh/k8s-network-policies-demystified-and-simplified-18f5ea9848e2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178408,8 +185148,8 @@ https://medium.com/swlh/k8s-network-policies-demystified-and-simplified-18f5ea98 v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/swlh/kong-api-gateway-zero-to-production-5b8431495ee: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178423,8 +185163,8 @@ https://medium.com/swlh/kong-api-gateway-zero-to-production-5b8431495ee: v2_locations: - developerportals.md year: N/A - addition_method: manual https://medium.com/swlh/kubernetes-in-a-nutshell-tutorial-for-beginners-caa442dfd6c0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178438,8 +185178,8 @@ https://medium.com/swlh/kubernetes-in-a-nutshell-tutorial-for-beginners-caa442df v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/swlh/kubernetes-storage-explained-558e85596d0c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178453,8 +185193,8 @@ https://medium.com/swlh/kubernetes-storage-explained-558e85596d0c: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://medium.com/swlh/microservices-architecture-from-a-to-z-7287da1c5d28: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178468,8 +185208,8 @@ https://medium.com/swlh/microservices-architecture-from-a-to-z-7287da1c5d28: v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/swlh/multi-tenancy-implementation-using-spring-boot-hibernate-6a8e3ecb251a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178483,8 +185223,8 @@ https://medium.com/swlh/multi-tenancy-implementation-using-spring-boot-hibernate v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://medium.com/swlh/mvp-vs-mdp-viability-vs-delight-what-you-really-need-296b42df005d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178498,8 +185238,8 @@ https://medium.com/swlh/mvp-vs-mdp-viability-vs-delight-what-you-really-need-296 v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/swlh/observability-with-istio-kiali-and-grafana-in-kubernetes-and-spring-boot-743af225c24f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178514,8 +185254,8 @@ https://medium.com/swlh/observability-with-istio-kiali-and-grafana-in-kubernetes v2_locations: - istio.md year: N/A - addition_method: manual https://medium.com/swlh/oke-clusters-from-rancher-2-0-409131ad1293: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178529,8 +185269,8 @@ https://medium.com/swlh/oke-clusters-from-rancher-2-0-409131ad1293: v2_locations: - rancher.md year: N/A - addition_method: manual https://medium.com/swlh/quick-fix-mounting-a-configmap-to-an-existing-volume-in-kubernetes-using-rancher-d01c472a10ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178545,8 +185285,8 @@ https://medium.com/swlh/quick-fix-mounting-a-configmap-to-an-existing-volume-in- v2_locations: - rancher.md year: N/A - addition_method: manual https://medium.com/swlh/quickstart-ci-with-jenkins-and-docker-in-docker-c3f7174ee9ff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178560,8 +185300,8 @@ https://medium.com/swlh/quickstart-ci-with-jenkins-and-docker-in-docker-c3f7174e v2_locations: - jenkins.md year: N/A - addition_method: manual https://medium.com/swlh/state-of-managed-kubernetes-2020-4be006643360: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178575,8 +185315,8 @@ https://medium.com/swlh/state-of-managed-kubernetes-2020-4be006643360: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/swlh/terraform-how-to-use-conditionals-for-dynamic-resources-creation-6a191e041857: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178590,8 +185330,8 @@ https://medium.com/swlh/terraform-how-to-use-conditionals-for-dynamic-resources- v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/sync-computing/top-9-lessons-learned-about-databricks-jobs-serverless-41a43e99ded5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178605,8 +185345,8 @@ https://medium.com/sync-computing/top-9-lessons-learned-about-databricks-jobs-se v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/tailwinds-navigator/kubernetes-tip-how-does-oomkilled-work-ba71b135993b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178620,9 +185360,9 @@ https://medium.com/tailwinds-navigator/kubernetes-tip-how-does-oomkilled-work-ba v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://medium.com/tailwinds-navigator/kubernetes-tip-how-statefulsets-behave-differently-than-deployments-when-node-fails-d29e36bca7d5 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030561.531976 @@ -178636,9 +185376,9 @@ https://medium.com/tailwinds-navigator/kubernetes-tip-how-does-oomkilled-work-ba v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://medium.com/tailwinds-navigator/kubernetes-tip-how-to-disambiguate-a-pod-crash-to-application-or-to-kubernetes-platform-f6c1395a8d09 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029110.338687 @@ -178652,9 +185392,9 @@ https://medium.com/tailwinds-navigator/kubernetes-tip-how-does-oomkilled-work-ba v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual ? https://medium.com/tailwinds-navigator/kubernetes-tip-what-happens-to-pods-running-on-node-that-become-unreachable-3d409f734e5d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031103.001213 @@ -178667,8 +185407,8 @@ https://medium.com/tailwinds-navigator/kubernetes-tip-how-does-oomkilled-work-ba v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/tea-networks/kubernetes-ci-cd-pipeline-c028aea17535: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178682,9 +185422,9 @@ https://medium.com/tea-networks/kubernetes-ci-cd-pipeline-c028aea17535: v2_locations: - demos.md year: N/A - addition_method: manual ? https://medium.com/teamsnap-engineering/load-testing-a-service-with-20-000-requests-per-second-with-locust-helm-and-kustomize-ea9bea02ae28 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033118.150629 @@ -178698,8 +185438,8 @@ https://medium.com/tea-networks/kubernetes-ci-cd-pipeline-c028aea17535: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://medium.com/tech-chronicles/helm-test-tested-my-patience-732eeab0e935: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178713,8 +185453,8 @@ https://medium.com/tech-chronicles/helm-test-tested-my-patience-732eeab0e935: v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/tech-guides/terraform-zero-to-hero-733f6860bb9a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178728,8 +185468,8 @@ https://medium.com/tech-guides/terraform-zero-to-hero-733f6860bb9a: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/techbeatly/chain-of-events-behind-a-running-pod-149ebaafbfbc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178743,8 +185483,8 @@ https://medium.com/techbeatly/chain-of-events-behind-a-running-pod-149ebaafbfbc: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/techbeatly/container-fundamentals-part-i-445881a81b7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178758,8 +185498,8 @@ https://medium.com/techbeatly/container-fundamentals-part-i-445881a81b7: v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/techbeatly/exploring-docker-alternative-podman-14674c990311: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178773,8 +185513,8 @@ https://medium.com/techbeatly/exploring-docker-alternative-podman-14674c990311: v2_locations: - container-managers.md year: N/A - addition_method: manual https://medium.com/techbeatly/kubernetes-networking-fundamentals-d30baf8a28c8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178788,8 +185528,8 @@ https://medium.com/techbeatly/kubernetes-networking-fundamentals-d30baf8a28c8: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/technology-hits/incomplete-guide-for-securing-containerized-environment-78b57fc3238: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178804,8 +185544,8 @@ https://medium.com/technology-hits/incomplete-guide-for-securing-containerized-e v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.com/techspiration/deploying-prometheus-multi-cluster-monitoring-using-prometheus-agent-mode-a04d89afeed7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178820,8 +185560,8 @@ https://medium.com/techspiration/deploying-prometheus-multi-cluster-monitoring-u v2_locations: - prometheus.md year: N/A - addition_method: manual https://medium.com/the-ascent/quiet-people-in-meetings-are-incredible-7bb05ef9acd1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178835,8 +185575,8 @@ https://medium.com/the-ascent/quiet-people-in-meetings-are-incredible-7bb05ef9ac v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://medium.com/the-innovation/protect-your-terraform-state-a974027a4bb0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178850,8 +185590,8 @@ https://medium.com/the-innovation/protect-your-terraform-state-a974027a4bb0: v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/the-programmer/building-ci-cd-pipeline-with-jenkins-kubernetes-github-part-2-cbb6c366aa41: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178866,8 +185606,8 @@ https://medium.com/the-programmer/building-ci-cd-pipeline-with-jenkins-kubernete v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/the-programmer/ci-cd-pipeline-with-jenkins-github-part-1-c057a31b5297: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178882,8 +185622,8 @@ https://medium.com/the-programmer/ci-cd-pipeline-with-jenkins-github-part-1-c057 v2_locations: - demos.md year: N/A - addition_method: manual https://medium.com/the-programmer/kubernetes-fundamentals-for-absolute-beginners-architecture-components-1f7cda8ea536: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178897,8 +185637,8 @@ https://medium.com/the-programmer/kubernetes-fundamentals-for-absolute-beginners v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/the-programmer/working-with-clusterip-service-type-in-kubernetes-45f2c01a89c8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178912,8 +185652,8 @@ https://medium.com/the-programmer/working-with-clusterip-service-type-in-kuberne v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://medium.com/the-programmer/working-with-service-account-in-kubernetes-df129cb4d1cc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178927,8 +185667,8 @@ https://medium.com/the-programmer/working-with-service-account-in-kubernetes-df1 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/the-techlife/application-life-cycle-management-kubernetes-4a52a6f8e5d8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178942,8 +185682,8 @@ https://medium.com/the-techlife/application-life-cycle-management-kubernetes-4a5 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/thepeg/pipeline-performance-testing-with-jenkins-and-gatling-b7b762274680: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178957,8 +185697,8 @@ https://medium.com/thepeg/pipeline-performance-testing-with-jenkins-and-gatling- v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://medium.com/thermokline/kubernetes-v1-22-ends-cloud-provider-loadbalancer-lock-in-80ed7907695e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178972,8 +185712,8 @@ https://medium.com/thermokline/kubernetes-v1-22-ends-cloud-provider-loadbalancer v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://medium.com/tinder-engineering/tinders-move-to-kubernetes-cda2a6372f44: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -178987,8 +185727,8 @@ https://medium.com/tinder-engineering/tinders-move-to-kubernetes-cda2a6372f44: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/tinyclues-vision/4-design-principles-for-robust-data-pipelines-5bbd40de4a43: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179002,8 +185742,8 @@ https://medium.com/tinyclues-vision/4-design-principles-for-robust-data-pipeline v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/towards-cloud-computing/7-free-aws-practice-labs-and-aws-workshops-resources-d0a861f05d3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179020,9 +185760,9 @@ https://medium.com/towards-cloud-computing/7-free-aws-practice-labs-and-aws-work - aws-training.md - aws.md year: N/A - addition_method: manual ? https://medium.com/transferwise-engineering/running-kafka-in-kubernetes-part-1-why-we-migrated-our-kafka-clusters-to-kubernetes-722101a2e751 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030438.435019 @@ -179036,8 +185776,8 @@ https://medium.com/towards-cloud-computing/7-free-aws-practice-labs-and-aws-work v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/trendyol-tech/configure-rbac-in-kubernetes-like-a-boss-665e2a8665dd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179051,8 +185791,8 @@ https://medium.com/trendyol-tech/configure-rbac-in-kubernetes-like-a-boss-665e2a v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://medium.com/trendyol-tech/kubernetes-io-problem-investigation-1e8aa0cf4909: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179066,8 +185806,8 @@ https://medium.com/trendyol-tech/kubernetes-io-problem-investigation-1e8aa0cf490 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://medium.com/trendyol-tech/transaction-log-tailing-with-debezium-part-1-aeb968d72220: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179083,8 +185823,8 @@ https://medium.com/trendyol-tech/transaction-log-tailing-with-debezium-part-1-ae v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/udemy-engineering/introducing-hot-and-cold-retries-on-apache-kafka-f2f23595627b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179099,8 +185839,8 @@ https://medium.com/udemy-engineering/introducing-hot-and-cold-retries-on-apache- v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/vantageai/how-to-make-your-python-docker-images-secure-fast-small-b3a6870373a0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179115,8 +185855,8 @@ https://medium.com/vantageai/how-to-make-your-python-docker-images-secure-fast-s v2_locations: - docker.md year: N/A - addition_method: manual https://medium.com/vedcraft/top-microservices-frameworks-in-go-762445c30dd6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179130,8 +185870,8 @@ https://medium.com/vedcraft/top-microservices-frameworks-in-go-762445c30dd6: v2_locations: - golang.md year: N/A - addition_method: manual https://medium.com/velotio-perspectives/a-practical-guide-to-hashicorp-consul-part-1-5ee778a7fcf4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179145,8 +185885,8 @@ https://medium.com/velotio-perspectives/a-practical-guide-to-hashicorp-consul-pa v2_locations: - servicemesh.md year: N/A - addition_method: manual https://medium.com/velotio-perspectives/a-practical-guide-to-hashicorp-consul-part-2-3c0ebc0351e8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179156,8 +185896,8 @@ https://medium.com/velotio-perspectives/a-practical-guide-to-hashicorp-consul-pa v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://medium.com/velotio-perspectives/demystifying-high-availability-in-kubernetes-using-kubeadm-3d83ed8c458b: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179171,8 +185911,8 @@ https://medium.com/velotio-perspectives/demystifying-high-availability-in-kubern v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://medium.com/velotio-perspectives/getting-started-with-kubernetes-operators-ansible-based-part-2-472eb0d453b7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179183,8 +185923,8 @@ https://medium.com/velotio-perspectives/getting-started-with-kubernetes-operator v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/version-1/terraform-in-real-life-lessons-learned-2469e3fe74e6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179198,8 +185938,8 @@ https://medium.com/version-1/terraform-in-real-life-lessons-learned-2469e3fe74e6 v2_locations: - terraform.md year: N/A - addition_method: manual https://medium.com/vmacwrites/kubernetes-audit-logs-who-created-or-deleted-a-namespace-7d55c20d2730: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179213,8 +185953,8 @@ https://medium.com/vmacwrites/kubernetes-audit-logs-who-created-or-deleted-a-nam v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://medium.com/vmacwrites/multizone-kubernetes-and-vpc-load-balancer-setup-9664b3c9ea5d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179228,8 +185968,8 @@ https://medium.com/vmacwrites/multizone-kubernetes-and-vpc-load-balancer-setup-9 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.com/volterra-io/kubernetes-storage-performance-comparison-v2-2020-updated-1c0b69f0dcf4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179243,9 +185983,9 @@ https://medium.com/volterra-io/kubernetes-storage-performance-comparison-v2-2020 v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual ? https://medium.com/walmartglobaltech/how-do-you-decide-whether-an-individual-contributor-ic-or-engineering-manager-role-is-right-for-f46251f1a4cd -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030868.095584 @@ -179259,8 +185999,8 @@ https://medium.com/volterra-io/kubernetes-storage-performance-comparison-v2-2020 v2_locations: - recruitment.md year: N/A - addition_method: manual https://medium.com/weareservian/solution-architects-guide-to-kubernetes-persistant-storage-3c9660187e8f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179274,8 +186014,8 @@ https://medium.com/weareservian/solution-architects-guide-to-kubernetes-persista v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://medium.com/whispering-data/the-state-of-data-engineering-2022-d6ef0f7cf607: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179289,8 +186029,8 @@ https://medium.com/whispering-data/the-state-of-data-engineering-2022-d6ef0f7cf6 v2_locations: - introduction.md year: N/A - addition_method: manual https://medium.com/wind-of-change/creating-a-ci-cd-pipeline-6ff9aeb0848c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179304,8 +186044,8 @@ https://medium.com/wind-of-change/creating-a-ci-cd-pipeline-6ff9aeb0848c: v2_locations: - jenkins.md year: N/A - addition_method: manual https://medium.com/wix-engineering/4-microservices-caching-patterns-at-wix-b4dfee1ae22f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179319,8 +186059,8 @@ https://medium.com/wix-engineering/4-microservices-caching-patterns-at-wix-b4dfe v2_locations: - message-queue.md year: N/A - addition_method: manual https://medium.com/wix-engineering/how-to-choose-the-right-database-for-your-service-97b1670c5632: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179334,8 +186074,8 @@ https://medium.com/wix-engineering/how-to-choose-the-right-database-for-your-ser v2_locations: - databases.md year: N/A - addition_method: manual https://medium.com/wix-engineering/how-to-reduce-your-jvm-app-memory-footprint-in-docker-and-kubernetes-d6e030d21298: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179350,8 +186090,8 @@ https://medium.com/wix-engineering/how-to-reduce-your-jvm-app-memory-footprint-i v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://medium.com/wix-engineering/troubleshooting-kafka-for-2000-microservices-at-wix-986ee382fd1e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179366,9 +186106,9 @@ https://medium.com/wix-engineering/troubleshooting-kafka-for-2000-microservices- v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://medium.com/workday-engineering/implementing-a-fully-automated-sharding-strategy-on-kubernetes-for-multi-tenanted-machine-learning-4371c48122ae -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033240.231275 @@ -179382,8 +186122,8 @@ https://medium.com/wix-engineering/troubleshooting-kafka-for-2000-microservices- v2_locations: - mlops.md year: N/A - addition_method: manual https://medium.com/xgeeks/kubernetes-dummy-operator-in-java-6b2f26198a55: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179397,8 +186137,8 @@ https://medium.com/xgeeks/kubernetes-dummy-operator-in-java-6b2f26198a55: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://medium.com/zeals-tech-blog/helm-your-kubernetes-application-7af6293bcfcf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179412,8 +186152,8 @@ https://medium.com/zeals-tech-blog/helm-your-kubernetes-application-7af6293bcfcf v2_locations: - helm.md year: N/A - addition_method: manual https://medium.com/zencore/looking-for-gpu-capacity-dws-got-you-covered-d736b8c63ba6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179427,8 +186167,8 @@ https://medium.com/zencore/looking-for-gpu-capacity-dws-got-you-covered-d736b8c6 v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://medium.datadriveninvestor.com/everything-you-wanted-to-know-about-graphql-but-were-afraid-to-ask-ad66980116cb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179443,8 +186183,8 @@ https://medium.datadriveninvestor.com/everything-you-wanted-to-know-about-graphq v2_locations: - api.md year: N/A - addition_method: manual https://medium.facilelogin.com/microservices-security-in-action-933072043ad7: + addition_method: manual ai_summary: Comprehensive overview of securing microservice-to-microservice communication. Addresses mutual TLS, OAuth2 authorization patterns, dynamic identity issuance, and policy enforcement at the service proxy layer. @@ -179470,8 +186210,8 @@ https://medium.facilelogin.com/microservices-security-in-action-933072043ad7: v2_locations: - devsecops.md year: N/A - addition_method: manual https://medium.freecodecamp.com/a-beginner-friendly-introduction-to-containers-vms-and-docker-79a9e3e119b: + addition_method: manual content_hash: 39a266fcd6ba1a6afe87eb15cf3a87b5027952a0f0f480d3ef18d04f3785deb6 description: '' health_score: 100.0 @@ -179483,8 +186223,8 @@ https://medium.freecodecamp.com/a-beginner-friendly-introduction-to-containers-v v1_locations: - docs/docker.md year: N/A - addition_method: manual https://medium.parttimepolymath.net/no-more-aws-access-keys-13a3c3f2337a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179498,8 +186238,8 @@ https://medium.parttimepolymath.net/no-more-aws-access-keys-13a3c3f2337a: v2_locations: - aws-security.md year: N/A - addition_method: manual https://meet.google.com: + addition_method: manual content_hash: 342bd3c09d89092746a29db659c11b97dc44cab7b9409c483e44d6d1f6bcc7e4 description: '' health_score: 100.0 @@ -179510,8 +186250,8 @@ https://meet.google.com: v1_locations: - docs/workfromhome.md year: N/A - addition_method: manual https://meet.google.com/unsupported?meetingCode=new: + addition_method: manual content_hash: 8a20936e0d188d64e8f91f91ec6aba63df2b3038be131a34b2a136ffae0fc74c health_score: 100.0 last_checked: 1779130494.996902 @@ -179523,8 +186263,8 @@ https://meet.google.com/unsupported?meetingCode=new: - docs/project-management-tools.md v2_locations: - project-management-tools.md - addition_method: manual https://meet.new: + addition_method: manual content_hash: 60cc0344f3ec529eaa6d5376b134cece03460bf879d8bd8f6b643d9225977ac8 description: '' health_score: 100.0 @@ -179535,8 +186275,8 @@ https://meet.new: v1_locations: - docs/project-management-tools.md year: N/A - addition_method: manual https://mehighlow.medium.com/hardened-aks-secrets-82351c43eac4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179552,9 +186292,9 @@ https://mehighlow.medium.com/hardened-aks-secrets-82351c43eac4: - devsecops.md - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://mehmetozkaya.medium.com/deploying-net-microservices-to-azure-kubernetes-services-aks-and-automating-with-azure-devops-c50bdd51b702 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034482.275325 @@ -179568,8 +186308,8 @@ https://mehighlow.medium.com/hardened-aks-secrets-82351c43eac4: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://memcached.org: + addition_method: manual content_hash: 0f86b1b8264d8f19e70d56c132f0d62598db5de00436beaef826474ec492f0a3 health_score: 100.0 last_checked: 1779033218.55613 @@ -179581,8 +186321,8 @@ https://memcached.org: - docs/caching.md v2_locations: - caching.md - addition_method: manual https://mergify.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -179596,15 +186336,15 @@ https://mergify.io: v2_locations: - git.md year: N/A - addition_method: manual https://merikan.com/2019/04/jvm-in-a-container: + addition_method: manual content_hash: 9054b92f724a7892f68d67d358e8bafe19dedc9f3d0b6aadefbfc3bfd1624857 health_score: 100.0 last_checked: 1779033487.16533 v1_locations: - docs/jvm-parameters-matrix-table.md - addition_method: manual https://meshery.io: + addition_method: manual content_hash: 67f5f93368a18873703b7abbf682c2ee8edff776072d366847857d7a6c857028 description: '' health_score: 100.0 @@ -179620,8 +186360,8 @@ https://meshery.io: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://metabob.com: + addition_method: manual content_hash: 914e29e716e2c164c267bbd01649045f0163e4e814d41076f72625760674e4f3 health_score: 100.0 last_checked: 1779130494.963527 @@ -179632,8 +186372,8 @@ https://metabob.com: - docs/qa.md v2_locations: - qa.md - addition_method: manual https://metacpan.org/pod/App::a2p: + addition_method: manual ai_summary: Documentation for a2p, the classic legacy command line utility that parses AWK programs and outputs equivalent, highly optimized Perl code, facilitating legacy script updates. @@ -179660,15 +186400,15 @@ https://metacpan.org/pod/App::a2p: v2_locations: - linux.md year: N/A - addition_method: manual https://metal3.io: + addition_method: manual content_hash: 2228e208f5ccdaaa812c1dcf9a0ebf6cdc1e50a403d46af8807895b4d6bb2bd0 health_score: 100.0 last_checked: 1779031537.815912 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://metalbear.co/blog/writing-a-kubernetes-operator: + addition_method: manual content_hash: a33ac7e658dcfabd29fb4e0e38d52159fb07324371cf82e39f6f2d3f5c7b2f3b description: '' health_score: 100.0 @@ -179679,8 +186419,8 @@ https://metalbear.co/blog/writing-a-kubernetes-operator: v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://metalbear.com/blog/writing-a-kubernetes-operator: + addition_method: manual content_hash: 3697ec15145226920ae9276e9c84de5dba77224a05172b6000047a60243c5a41 health_score: 100.0 last_checked: 1779130494.95023 @@ -179691,15 +186431,15 @@ https://metalbear.com/blog/writing-a-kubernetes-operator: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://metallb.io: + addition_method: manual content_hash: 8368a87648705d37a80561d742720a83f8597367b04879b4db9459f8e04c6d0b health_score: 100.0 last_checked: 1779130494.975208 v1_locations: - docs/kubernetes.md - addition_method: manual https://metallb.universe.tf: + addition_method: manual content_hash: 0b7df0e405c879ebb1d9fb65690e41fb3ee7806e3ecb82a584dfc2af20fd316f description: '' health_score: 100.0 @@ -179709,8 +186449,8 @@ https://metallb.universe.tf: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://mherman.org/presentations/flask-kubernetes: + addition_method: manual content_hash: 5cb754d48c9430a276d75a713c23442ae76c9fe33be63c1370a621c1bee38b5d description: '' health_score: 100.0 @@ -179726,8 +186466,8 @@ https://mherman.org/presentations/flask-kubernetes: v2_locations: - python.md year: N/A - addition_method: manual https://mhmxs.blogspot.com/2020/12/autoscaling-calico-route-reflector.html: + addition_method: manual content_hash: f7a8a2259148d0c878c76fab3190fcd613916ff71d33c35c0659aea20ad82aef description: '' health_score: 100.0 @@ -179743,8 +186483,8 @@ https://mhmxs.blogspot.com/2020/12/autoscaling-calico-route-reflector.html: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://mholt.github.io/curl-to-go: + addition_method: manual ai_summary: Curator Insight showcases this companion tool to json-to-go, converting curl commands directly into functional Go HTTP client code. Live Grounding confirms its usefulness in rapid prototyping of API clients by eliminating repetitive net/http @@ -179772,9 +186512,9 @@ https://mholt.github.io/curl-to-go: v2_locations: - golang.md year: N/A - addition_method: manual ? https://michaelkotelnikov.medium.com/maintaining-network-traffic-compliance-in-multi-cluster-openshift-environments-with-openshift-54fe369aa346 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034564.316836 @@ -179788,8 +186528,8 @@ https://mholt.github.io/curl-to-go: v2_locations: - ocp4.md year: N/A - addition_method: manual https://microcks.io: + addition_method: manual ai_summary: Microcks is a cloud-native platform for mocking and testing API specifications (REST, gRPC, GraphQL, and event-driven architectures). It allows microservices teams to mock dependencies and run contract tests rapidly during continuous integration. @@ -179818,8 +186558,8 @@ https://microcks.io: - kubernetes-based-devel.md - api.md year: N/A - addition_method: manual https://microcks.io/blog/podman-compose-support: + addition_method: manual ai_summary: A practical guide showing how to configure Microcks mocking environments using Podman Compose instead of Docker. Offers a reliable setup path for developers running security-hardened container environments. @@ -179847,8 +186587,8 @@ https://microcks.io/blog/podman-compose-support: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://microcks.io/blog/simulating-cloudevents-with-asyncapi: + addition_method: manual content_hash: 74ace42cbb7ffbdf747f6e3a93f42a07164cf3bc9a7ca9e008753571c55fa61c description: '' health_score: 100.0 @@ -179864,14 +186604,14 @@ https://microcks.io/blog/simulating-cloudevents-with-asyncapi: v2_locations: - api.md year: N/A - addition_method: manual https://microcks.io/documentation/guides/avro-messaging: + addition_method: manual health_score: 80.0 last_checked: 1779029896.907857 v1_locations: - docs/api.md - addition_method: manual https://microk8s.io: + addition_method: manual content_hash: 9090fb5ea25fed94579637afd77c575975406b292bcefcb88d7a01d9ad26e2cb description: '' health_score: 100.0 @@ -179883,8 +186623,8 @@ https://microk8s.io: - docs/kubernetes-on-premise.md - docs/matrix-table.md year: N/A - addition_method: manual https://micrometer.io: + addition_method: manual content_hash: 543fd0ad89fac6bdb162842eccd2d3424094b80f304079217925d0aaf2cb09e3 health_score: 100.0 last_checked: 1779033640.053031 @@ -179898,14 +186638,14 @@ https://micrometer.io: v2_locations: - prometheus.md - monitoring.md - addition_method: manual https://micrometer.io/docs/registry/prometheus: + addition_method: manual health_score: 80.0 last_checked: 1779034155.697971 v1_locations: - docs/monitoring.md - addition_method: manual https://microprofile.io: + addition_method: manual content_hash: 980114c44c50922b120022f663388099a446eb0a807c10b52e7c22a64574a191 description: '' health_score: 100.0 @@ -179921,8 +186661,8 @@ https://microprofile.io: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://microservices.io: + addition_method: manual content_hash: 45fc6381faa5fc44a3d6ef5e535c5df72d4f9fb0e9c162eb99746ba2056065f8 description: '' health_score: 100.0 @@ -179932,8 +186672,8 @@ https://microservices.io: title: microservices.io v1_locations: [] year: N/A - addition_method: manual https://microshift.io: + addition_method: manual content_hash: 5c97708a374bca87e167380e2febd7efa8dc8ecd6b7d9b05ef58ae19a47234a5 description: '' health_score: 100.0 @@ -179949,8 +186689,8 @@ https://microshift.io: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://middleware.io/blog/kubernetes-challenges-and-solutions: + addition_method: manual content_hash: 8fcaf97f2716ae3ebb6cebc5f77acebf43a17bac94ea0bc43bbf8776bd2a6da9 description: '' health_score: 100.0 @@ -179966,8 +186706,8 @@ https://middleware.io/blog/kubernetes-challenges-and-solutions: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://middleware.io/blog/kubernetes-monitoring-tools: + addition_method: manual content_hash: ca6fccda0ae74fa237cbfdeee5551e5cde9978e627ed98da7e8a3b99c1ed399c description: '' health_score: 100.0 @@ -179978,8 +186718,8 @@ https://middleware.io/blog/kubernetes-monitoring-tools: v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://middleware.io/blog/kubernetes-monitoring/tools: + addition_method: manual ai_summary: An updated evaluation comparing top-tier commercial and open-source observability tooling. Helps architects evaluate software packages on their capacity to unify metrics, traces, and application logs into single pane dashboards. @@ -180000,8 +186740,8 @@ https://middleware.io/blog/kubernetes-monitoring/tools: v2_locations: - kubernetes-monitoring.md year: '2024' - addition_method: manual https://middleware.io/blog/observability-vs-monitoring: + addition_method: manual content_hash: 4d8c361e38c26194cbc940273f3957efbbb86451234a08c7b9b71e0965d2da88 description: '' health_score: 100.0 @@ -180017,8 +186757,8 @@ https://middleware.io/blog/observability-vs-monitoring: v2_locations: - monitoring.md year: N/A - addition_method: manual https://midu.dev/buenas-practicas-escribir-commits-git: + addition_method: manual ai_summary: Presenta pautas rigurosas para la redacción de mensajes de commit semánticos y estructurados (Conventional Commits). Destaca la importancia de mantener un historial de cambios limpio y automatizable para herramientas de integración continua @@ -180047,8 +186787,8 @@ https://midu.dev/buenas-practicas-escribir-commits-git: v2_locations: - git.md year: N/A - addition_method: manual https://mightyclaws.co.uk/bournemouth: + addition_method: manual content_hash: 705ead9037d7c720132477fbd1d8c559c8cb9e4a8953c02be9ae6d87fb9df5fc health_score: 100.0 last_checked: 1779130494.969394 @@ -180059,15 +186799,15 @@ https://mightyclaws.co.uk/bournemouth: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://migrateup.com/main-difference-python-3: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031636.747518 v1_locations: - docs/python.md - addition_method: manual https://mikefarah.gitbook.io/yq: + addition_method: manual ai_summary: Curator Insight presents yq as a lightweight, portable command-line YAML processor built in Go. Live Grounding verifies yq’s extensive support for evaluating paths, modifying values dynamically, and converting YAML to/from JSON @@ -180098,8 +186838,8 @@ https://mikefarah.gitbook.io/yq: - yaml.md - kubernetes.md year: N/A - addition_method: manual https://milindasenaka96.medium.com/setup-prometheus-and-grafana-to-monitor-the-k8s-cluster-e1d35343d7a9: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -180114,8 +186854,8 @@ https://milindasenaka96.medium.com/setup-prometheus-and-grafana-to-monitor-the-k v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-1-kubernetes-architecture.html: + addition_method: manual content_hash: 3fb7f12856645dae34103323bcacd63d0d5efee3cba4b396bf4f9eaacdf769bd health_score: 100.0 last_checked: 1779030267.70027 @@ -180129,56 +186869,56 @@ https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-1-kubernetes v2_locations: - 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Explores the elimination of static YAML-defined secret configurations in GitOps workflows to dynamic injection @@ -180821,8 +187561,8 @@ https://morey.tech/technical%20blog/Bitwarden-And-External-Secrets: v2_locations: - devsecops.md year: N/A - addition_method: manual https://morioh.com: + addition_method: manual content_hash: 0fcd1ed03d7aa20214c05730c9cb89c8fb4493365c7b3dc996b92a598f528854 health_score: 100.0 last_checked: 1779130494.984657 @@ -180834,8 +187574,8 @@ https://morioh.com: - docs/python.md v2_locations: - python.md - addition_method: manual https://morioh.com/p/a9bdee14b0d2: + addition_method: manual content_hash: b9a5b6dd528aa182c7fc1f01bfafb65130e5281e444bdcad0188c1c037d15da4 description: '' health_score: 100.0 @@ -180846,8 +187586,8 @@ https://morioh.com/p/a9bdee14b0d2: v1_locations: - docs/python.md year: N/A - addition_method: manual https://motilayo.hashnode.dev/exploring-kubernetes-service-account-tokens-and-secure-workload-identity-federation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -180862,8 +187602,8 @@ https://motilayo.hashnode.dev/exploring-kubernetes-service-account-tokens-and-se v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://mouliveera.medium.com/how-to-update-configmap-on-pod-without-restart-be3c0b4433af: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -180877,8 +187617,8 @@ https://mouliveera.medium.com/how-to-update-configmap-on-pod-without-restart-be3 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://move2kube.konveyor.io: + addition_method: manual content_hash: 9e67ff1df2bef7460cdc29001cf6a275e4fa24329137ebd275275d81199d43c5 description: '' health_score: 100.0 @@ -180894,8 +187634,8 @@ https://move2kube.konveyor.io: v2_locations: - demos.md year: N/A - addition_method: manual https://movi.hashnode.dev/simplify-kubernetes-cluster-management-with-kyverno-ckt6yxjqy0duy95s14groe7h4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -180909,8 +187649,8 @@ https://movi.hashnode.dev/simplify-kubernetes-cluster-management-with-kyverno-ck v2_locations: - securityascode.md year: N/A - addition_method: manual https://mqtt.org: + addition_method: manual ai_summary: The main specification portal for MQTT, an ISO standard lightweight publish-subscribe network protocol. Widely adopted for edge environments, remote telemetry, and machine-to-machine integrations requiring minimal memory footprint @@ -180939,8 +187679,8 @@ https://mqtt.org: v2_locations: - message-queue.md year: N/A - addition_method: manual https://mrcloudbook.com: + addition_method: manual content_hash: 0032e0e9db75af4473573d4bcd2ce3417e15129480bc01efdbecf79b9a28b01d description: '' health_score: 100.0 @@ -180956,8 +187696,8 @@ https://mrcloudbook.com: v2_locations: - devops.md year: N/A - addition_method: manual https://mrcloudbook.com/automating-tetris-deployments-devsecops-with-argocd-terraform-and-jenkins-for-two-game-versions: + addition_method: manual content_hash: fa69a838701179e546565041623c29c2db184a17fdaeb7253ed39686eefb9f49 description: '' health_score: 100.0 @@ -180974,8 +187714,8 @@ https://mrcloudbook.com/automating-tetris-deployments-devsecops-with-argocd-terr v2_locations: - demos.md year: N/A - addition_method: manual https://mrcloudbook.com/gitops-deploying-tetris-on-eks-using-argocd: + addition_method: manual content_hash: 1ef7f620617cd577f9a0f8c4a4b4644977c22b76618dd7b4a741146af0c64ef9 description: '' health_score: 100.0 @@ -180991,8 +187731,8 @@ https://mrcloudbook.com/gitops-deploying-tetris-on-eks-using-argocd: v2_locations: - demos.md year: N/A - addition_method: manual https://mrdevops.hashnode.dev/how-to-create-ec2-instance-in-aws-step-by-step-tutorial: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181007,8 +187747,8 @@ https://mrdevops.hashnode.dev/how-to-create-ec2-instance-in-aws-step-by-step-tut v2_locations: - aws.md year: N/A - addition_method: manual https://mrdevops.hashnode.dev/top-40-terraform-interview-questions-and-answers-for-2023: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181023,8 +187763,8 @@ https://mrdevops.hashnode.dev/top-40-terraform-interview-questions-and-answers-f v2_locations: - interview-questions.md year: N/A - addition_method: manual https://mrpaulandrew.com/2021/12/22/building-a-data-mesh-architecture-in-azure-part-2: + addition_method: manual ai_summary: A platform implementation guide focusing on assembling a production-ready Data Mesh within Microsoft Azure. Explores multi-workspace configurations utilizing Azure Synapse, Azure Purview, and Data Factory within enterprise environments. @@ -181051,8 +187791,8 @@ https://mrpaulandrew.com/2021/12/22/building-a-data-mesh-architecture-in-azure-p v2_locations: - message-queue.md year: N/A - addition_method: manual https://msrishty.medium.com/traditional-ci-cd-vs-gitops-e835728642fb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181066,8 +187806,8 @@ https://msrishty.medium.com/traditional-ci-cd-vs-gitops-e835728642fb: v2_locations: - gitops.md year: N/A - addition_method: manual https://mtijhof.wordpress.com/2019/04/22/jenkins-running-a-declarative-pipeline-from-your-shared-library: + addition_method: manual content_hash: 760af795fa326de6ec5b4dc11e6d9a7347cada56c79ed67122d384911ad59295 description: '' health_score: 100.0 @@ -181084,15 +187824,15 @@ https://mtijhof.wordpress.com/2019/04/22/jenkins-running-a-declarative-pipeline- v2_locations: - jenkins.md year: N/A - addition_method: manual https://muhidabid.hashnode.dev/why-does-kubernetes-need-ingress: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033665.822099 v1_locations: - docs/kubernetes-networking.md - addition_method: manual https://muratbuffalo.blogspot.com/2021/11/whats-really-new-with-newsql.html: + addition_method: manual ai_summary: A comprehensive conceptual deep-dive comparing NewSQL architectures with traditional relational and NoSQL engines. Explores transactional guarantees, distributed consensus (Raft/Paxos), and cloud-native database scaling. @@ -181119,8 +187859,8 @@ https://muratbuffalo.blogspot.com/2021/11/whats-really-new-with-newsql.html: v2_locations: - newsql.md year: N/A - addition_method: manual https://murchie85.github.io/Kubernetes.html: + addition_method: manual ai_summary: A direct tutorial detailing the steps to install and set up Minikube locally. Provides tips for managing system resources, verifying hypervisor compatibility, and testing basic container deployments. @@ -181148,8 +187888,8 @@ https://murchie85.github.io/Kubernetes.html: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://mux.com: + addition_method: manual content_hash: f83e7a5f0e89fda2b026158cac7e52e88f39f62a54fd77e99b32cc2c68de78b7 description: '' health_score: 100.0 @@ -181160,8 +187900,8 @@ https://mux.com: v1_locations: - docs/api.md year: N/A - addition_method: manual https://mvark.blogspot.com/2019/12/comparison-of-azure-front-door-traffic.html: + addition_method: manual content_hash: f53354ece1847b96d8b2db309c4f12c3845761f697036bdfef55ff4cf1adc9be health_score: 100.0 last_checked: 1779033068.260661 @@ -181173,8 +187913,8 @@ https://mvark.blogspot.com/2019/12/comparison-of-azure-front-door-traffic.html: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://mvnrepository.com/artifact/io.prometheus: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181188,8 +187928,8 @@ https://mvnrepository.com/artifact/io.prometheus: v2_locations: - prometheus.md year: N/A - addition_method: manual https://myfuturehub.com/must-keep-these-kubernetes-commands-handy: + addition_method: manual content_hash: 6cc4b392af07be755d2dc256c0ddc97e700a3926b56071dc4aded098f2a7008d description: '' health_score: 100.0 @@ -181205,8 +187945,8 @@ https://myfuturehub.com/must-keep-these-kubernetes-commands-handy: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://myfuturehub.com/useful-commands-of-docker: + addition_method: manual content_hash: 1e33ec59149f376b4c113777ab43ebe435147bdec71d005e941c476eb9ce59e6 description: '' health_score: 100.0 @@ -181222,8 +187962,8 @@ https://myfuturehub.com/useful-commands-of-docker: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://myweblearner.com/springboot_k8s_readiness_liveness.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181237,8 +187977,8 @@ https://myweblearner.com/springboot_k8s_readiness_liveness.html: v2_locations: - demos.md year: N/A - addition_method: manual https://mywiki.wooledge.org/BashPitfalls: + addition_method: manual ai_summary: The legendary Wooledge guide listing common Bash coding mistakes and how to fix them. Covering quoting, scope, pipeline traps, and array logic, this resource is a mandatory read for any systems engineer. @@ -181267,8 +188007,8 @@ https://mywiki.wooledge.org/BashPitfalls: - cheatsheets.md - linux.md year: '2025' - addition_method: manual https://nakamasato.medium.com/comparison-between-helm-and-kustomize-for-kubernetes-yaml-management-aed32cef2627: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181283,8 +188023,8 @@ https://nakamasato.medium.com/comparison-between-helm-and-kustomize-for-kubernet v2_locations: - kustomize.md year: N/A - addition_method: manual https://namelix.com: + addition_method: manual content_hash: d2addffcf9717c0d7b7f280e82e52af1c7a203304a7a732e978808a46f15304c description: '' health_score: 100.0 @@ -181300,8 +188040,8 @@ https://namelix.com: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://napo.io/posts/kubernetes-the-real-hard-way-on-aws: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181317,8 +188057,8 @@ https://napo.io/posts/kubernetes-the-real-hard-way-on-aws: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://napo.io/posts/terraform-kubernetes-multi-cloud-ack-aks-dok-eks-gke-oke: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181332,9 +188072,9 @@ https://napo.io/posts/terraform-kubernetes-multi-cloud-ack-aks-dok-eks-gke-oke: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual ? https://natarajsundar.medium.com/istio-service-mesh-a-start-to-finish-tutorial-with-side-car-architecture-and-an-analysis-d70a255ea41d -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033906.283232 @@ -181348,8 +188088,8 @@ https://napo.io/posts/terraform-kubernetes-multi-cloud-ack-aks-dok-eks-gke-oke: v2_locations: - istio.md year: N/A - addition_method: manual https://nathanpeck.com/why-should-use-container-orchestration: + addition_method: manual content_hash: 01bb8de708f3be5341b536c4ee5ee1f346f88053b0599b25b2a55a4deaa7ee5c description: '' health_score: 100.0 @@ -181366,8 +188106,8 @@ https://nathanpeck.com/why-should-use-container-orchestration: v2_locations: - introduction.md year: N/A - addition_method: manual https://nativecloud.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181383,8 +188123,8 @@ https://nativecloud.dev: - kubernetes.md - newsfeeds.md year: N/A - addition_method: manual https://nativecloud.dev/scale-out-your-raspberry-pi-k3s-cluster-to-the-cloud: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181398,8 +188138,8 @@ https://nativecloud.dev/scale-out-your-raspberry-pi-k3s-cluster-to-the-cloud: v2_locations: - rancher.md year: N/A - addition_method: manual https://navendu.me/posts/gateway-vs-ingress-api: + addition_method: manual content_hash: fdfd8ad7d93b18a22d06df2f49a9ef8b3d0c6812b813f6f26027619372dc1540 description: '' health_score: 100.0 @@ -181415,8 +188155,8 @@ https://navendu.me/posts/gateway-vs-ingress-api: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://navveenbalani.dev/index.php/articles/code-to-custom-cloud-architecture-diagrams: + addition_method: manual content_hash: c81036ef3f0b3743d764c29c08c7b1162a8f93009b21bcb38268b7051af99f85 description: '' health_score: 100.0 @@ -181432,8 +188172,8 @@ https://navveenbalani.dev/index.php/articles/code-to-custom-cloud-architecture-d v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://nbailey.ca/post/k8s-networking: + addition_method: manual content_hash: 2ea8618519f51f1467794ef6c160e1fa769115d905dbfa4ecc0b638b9f30cba4 description: '' health_score: 100.0 @@ -181449,8 +188189,8 @@ https://nbailey.ca/post/k8s-networking: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://ndpsoftware.com/git-cheatsheet.html: + addition_method: manual content_hash: 2ef5fa3d9696f89311b3766ea49fda25740ab0cf0cbd864476bbd1e3d102a741 description: '' health_score: 100.0 @@ -181465,8 +188205,8 @@ https://ndpsoftware.com/git-cheatsheet.html: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://neal-davis.medium.com/ecs-vs-ec2-vs-lambda-36b8ca380dea: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181482,8 +188222,8 @@ https://neal-davis.medium.com/ecs-vs-ec2-vs-lambda-36b8ca380dea: - aws-containers.md - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://nedbatchelder.com/blog/201608/lists_vs_tuples.html: + addition_method: manual content_hash: 52ffaa1eb51a6813053c22b5c9edecf448664202c11b992f0de0c66e86c60653 health_score: 100.0 last_checked: 1779031669.435829 @@ -181495,8 +188235,8 @@ https://nedbatchelder.com/blog/201608/lists_vs_tuples.html: - docs/python.md v2_locations: - python.md - addition_method: manual https://nedinthecloud.com: + addition_method: manual content_hash: ff07f847316cbdce5f84e711640d984e00e1baeeed1b0d545067e08b4c31685e description: '' health_score: 100.0 @@ -181512,8 +188252,8 @@ https://nedinthecloud.com: v2_locations: - terraform.md year: N/A - addition_method: manual https://nedinthecloud.com/2022/01/18/replacing-the-template_cloudinit_config-data-source: + addition_method: manual content_hash: 89c42e37e72327273385379f88a6365f37434a4b6d0e8d641b8c5b5546df6c58 description: '' health_score: 100.0 @@ -181529,8 +188269,8 @@ https://nedinthecloud.com/2022/01/18/replacing-the-template_cloudinit_config-dat v2_locations: - terraform.md year: N/A - addition_method: manual https://nedinthecloud.com/2024/01/22/comparing-opentofu-and-terraform: + addition_method: manual content_hash: 89d543ca704731e2d7c7e61edf743b6644936cedc0a6627855f2770b9e40d8bd description: '' health_score: 100.0 @@ -181546,8 +188286,8 @@ https://nedinthecloud.com/2024/01/22/comparing-opentofu-and-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://nedinthecloud.com/2024/04/15/using-azure-container-instances-for-an-azure-devops-self-hosted-agent: + addition_method: manual content_hash: 1d81e3ed9a1700d9e38dbdc9a45444cbc31cde80eac4bbdaf1fb4aa989a1b27c description: '' health_score: 100.0 @@ -181564,8 +188304,8 @@ https://nedinthecloud.com/2024/04/15/using-azure-container-instances-for-an-azur v2_locations: - azure.md year: N/A - addition_method: manual https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform: + addition_method: manual content_hash: 20936ae86bf3d7a5a5cb431e9ef9317306659075c2f0418389dc81406db634d4 description: '' health_score: 100.0 @@ -181585,8 +188325,8 @@ https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform: - iac.md - terraform.md year: N/A - addition_method: manual https://neilpatel.com/blog/best-project-management-software: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181600,8 +188340,8 @@ https://neilpatel.com/blog/best-project-management-software: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://neonmirrors.net/post/2020-11/exploring-kyverno-intro: + addition_method: manual content_hash: 30f5ca3479733376f4b52562355325fd3c41d2e7f0b84853a2ab75f629ee9781 description: '' health_score: 100.0 @@ -181617,8 +188357,8 @@ https://neonmirrors.net/post/2020-11/exploring-kyverno-intro: v2_locations: - securityascode.md year: N/A - addition_method: manual https://neonmirrors.net/post/2020-12/exploring-kyverno-part3: + addition_method: manual content_hash: 84aee77e824e58bd885ff7ca67511320a4ee0064694177137da7c799e6560d48 description: '' health_score: 100.0 @@ -181634,8 +188374,8 @@ https://neonmirrors.net/post/2020-12/exploring-kyverno-part3: v2_locations: - securityascode.md year: N/A - addition_method: manual https://neonmirrors.net/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno: + addition_method: manual content_hash: a56ca55ddc036978e82f4d731f2e0a1b3041b9f32a414c626b1899d2787817b4 description: '' health_score: 100.0 @@ -181652,8 +188392,8 @@ https://neonmirrors.net/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper v2_locations: - securityascode.md year: N/A - addition_method: manual https://neonmirrors.net/post/2022-12/reducing-pod-volume-update-times: + addition_method: manual content_hash: 283b1c2be8fb5779a602d98819338bff68913d9a6e716e3e702cd322d5f59451 description: '' health_score: 100.0 @@ -181669,8 +188409,8 @@ https://neonmirrors.net/post/2022-12/reducing-pod-volume-update-times: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://neovim.io: + addition_method: manual ai_summary: 'A modern, highly extensible refactoring of Vim designed to address extensibility, performance, and maintenance limitations. Written with Lua as a first-class scripting language, it supports asynchronous architecture and modern @@ -181701,8 +188441,8 @@ https://neovim.io: v2_locations: - linux.md year: N/A - addition_method: manual https://net.connect4techs.com/what-are-the-top-devops-trends-in-2024: + addition_method: manual content_hash: 65c731a2a82c450b968285f39a43b9be06a7989405b04496e66fd77512b07a3f description: '' health_score: 100.0 @@ -181718,8 +188458,8 @@ https://net.connect4techs.com/what-are-the-top-devops-trends-in-2024: v2_locations: - devops.md year: N/A - addition_method: manual https://netboxlabs.com: + addition_method: manual content_hash: c4dbebfd848a9b172cf702850c9f20628e56e95e8caaea7d52b2143aa73020c0 description: '' health_score: 100.0 @@ -181729,8 +188469,8 @@ https://netboxlabs.com: title: NetBox Labs v1_locations: [] year: N/A - addition_method: manual https://netboxlabs.com/blog/netbox-ipam: + addition_method: manual content_hash: 61de49d46a94cd1f2d46eb2f40cbc822fe7807c0ffd62ed49cb4214312f6e244 description: '' health_score: 100.0 @@ -181746,8 +188486,8 @@ https://netboxlabs.com/blog/netbox-ipam: v2_locations: - networking.md year: N/A - addition_method: manual https://netflixtechblog.com/applying-netflix-devops-patterns-to-windows-2a57f2dbbf79: + addition_method: manual content_hash: 8be06de7696fdb3abb9ce9e36300f5be9458f7389d9f7a46cb27c50083535ee6 description: '' health_score: 100.0 @@ -181762,8 +188502,8 @@ https://netflixtechblog.com/applying-netflix-devops-patterns-to-windows-2a57f2db v2_locations: - devops.md year: N/A - addition_method: manual https://netflixtechblog.com/consoleme-a-central-control-plane-for-aws-permissions-and-access-fd09afdd60a8: + addition_method: manual content_hash: 27fb81470679b519c201f83d031d202378d77ec4051485e91354b9cd6970138b description: '' health_score: 100.0 @@ -181779,8 +188519,44 @@ https://netflixtechblog.com/consoleme-a-central-control-plane-for-aws-permission v2_locations: - aws-security.md year: N/A - addition_method: manual +? https://netflixtechblog.com/from-silos-to-service-topology-why-netflix-built-a-real-time-service-map-0165ba13a7bc?source=rss----2615bd06b42e---4 +: addition_method: automatic + ai_summary: 'To manage and troubleshoot its massive microservices architecture, + Netflix engineered a real-time service topology mapping system. The system correlates + three independent data streams: eBPF network flow logs for network-level coverage, + IPC metrics for endpoint-level granularity, and distributed tracing for transaction + execution paths. By mapping these sources into a custom graph database, Netflix + achieved a unified, sub-second query interface that eliminates human-maintained + architectural diagrams and reduces Mean Time to Detection (MTTD) during critical + outages.' + category: aws-monitoring + complexity: Advanced + content_hash: N/A + description: Netflix details the architecture of Service Topology, a system that + combines eBPF, IPC metrics, and distributed tracing to construct a real-time microservice + dependency graph. + hierarchy: + - Platform Engineering > Observability > Service Topology Mapping + is_microservice: true + language: en + last_checked: 1780353052.024362 + reputation_status: Vetted + reputation_summary: Highly praised on Reddit's r/devops as an exceptional architecture + write-up on maintaining real-time service topology in a high-scale microservices + ecosystem. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (Netflix TechBlog - Medium) + stars: 4 + status: online + suggested_new_category: N/A + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: 'From Silos to Service Topology: Why Netflix Built a Real-Time Service Map' + year: '2026' https://netflixtechblog.com/full-cycle-developers-at-netflix-a08c31f83249: + addition_method: manual content_hash: 33a7c9cb8fb515ab0bf0ffa1457722f2f96e06b46d438e5c7ac13de32f45a0b9 description: '' health_score: 100.0 @@ -181795,8 +188571,44 @@ https://netflixtechblog.com/full-cycle-developers-at-netflix-a08c31f83249: v2_locations: - devops.md year: N/A - addition_method: manual +? https://netflixtechblog.com/high-throughput-graph-abstraction-at-netflix-part-i-e88063e6f6d5?source=rss----2615bd06b42e---4 +: addition_method: automatic + ai_summary: Part one of an in-depth architectural series detailing Netflix's high-throughput, + OLTP-focused Graph Abstraction. Capable of executing 10 million operations per + second over 650 TB of strongly typed graph datasets, the system prevents wide-row + issues in Cassandra by separating edge links from property indexes, utilizing + a custom property graph model layered over existing Key-Value and TimeSeries abstraction + layers. + category: aws-databases + complexity: Advanced + content_hash: N/A + description: A deep dive into Netflix's scalable OLTP Graph Abstraction layer handling + 10 million operations per second. + hierarchy: + - Distributed Systems + - Graph Databases + - OLTP Architecture + is_microservice: true + language: en + last_checked: 1780352932.853387 + reputation_status: Vetted + reputation_summary: Highly acclaimed technical architecture post. Enthusiastically + received on Hacker News and Reddit for its brilliant, high-depth breakdown of + scaling property graph models over distributed Key-Value, Time-Series, and cache + stores. + resource_type: Article + social_preview_url: '' + source_provenance: RSS Feed (Netflix TechBlog - Medium) + stars: 4 + status: online + suggested_new_category: graph-databases + tags: + - DE FACTO STANDARD + - CASE STUDY + title: 'High-Throughput Graph Abstraction at Netflix: Part I' + year: '2026' https://netflixtechblog.medium.com/improving-pull-request-confidence-for-the-netflix-tv-app-b85edb05eb65: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -181811,8 +188623,8 @@ https://netflixtechblog.medium.com/improving-pull-request-confidence-for-the-net v2_locations: - git.md year: N/A - addition_method: manual https://network-king.net/iot-use-in-healthcare-grows-but-has-its-pitfalls: + addition_method: manual content_hash: 1e3da6ba0b1e3a9fff788a903a469f888b16bfcd6deda2b5e52f22ad490b554d description: '' health_score: 100.0 @@ -181828,8 +188640,8 @@ https://network-king.net/iot-use-in-healthcare-grows-but-has-its-pitfalls: v2_locations: - monitoring.md year: N/A - addition_method: manual https://networkproguide.com/cidr-subnet-mask-ipv4-cheat-sheet: + addition_method: manual content_hash: f418d96efc4448595690b73491533096a6a64057ead85b923f69c403b964975e description: '' health_score: 100.0 @@ -181845,8 +188657,8 @@ https://networkproguide.com/cidr-subnet-mask-ipv4-cheat-sheet: v2_locations: - networking.md year: N/A - addition_method: manual https://networkwalks.com/tcp-ip-model: + addition_method: manual content_hash: 675074a4b29910f45881d30834db630c29ae387cc70da560203db4eab23dc527 description: '' health_score: 100.0 @@ -181861,8 +188673,8 @@ https://networkwalks.com/tcp-ip-model: v2_locations: - networking.md year: N/A - addition_method: manual https://newrelic.com: + addition_method: manual content_hash: 34faaf166315babfa11881b16f4e3493a20ac82dc90dc1860c17c479a733b0df description: '' health_score: 100.0 @@ -181873,8 +188685,8 @@ https://newrelic.com: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://newrelic.com/blog/apm/java-opentelemetry: + addition_method: manual content_hash: c1eb35e477fc1586b4401810ed97918d59f4edfdf4342dd69be9ec713f4dd128 health_score: 100.0 last_checked: 1779130494.936837 @@ -181886,8 +188698,8 @@ https://newrelic.com/blog/apm/java-opentelemetry: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://newrelic.com/blog/best-practices/effective-strategies-kafka-topic-partitioning: + addition_method: manual content_hash: a686a1ec8fc2dc6cbf8eb3b981dc36689e287935f0be679ef90b184634e6c0a0 description: '' health_score: 100.0 @@ -181898,8 +188710,8 @@ https://newrelic.com/blog/best-practices/effective-strategies-kafka-topic-partit v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://newrelic.com/blog/best-practices/java-opentelemetry: + addition_method: manual content_hash: 6e57eeffc1dd0943d730a93365abea99193b537da39304bddcd6364c5d71e3c8 description: '' health_score: 100.0 @@ -181911,8 +188723,8 @@ https://newrelic.com/blog/best-practices/java-opentelemetry: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://newrelic.com/blog/best-practices/what-is-ebpf: + addition_method: manual content_hash: 81c5e50016c3b266236884c1111f83b7696c3eca52662efb284beb7e0888f243 description: '' health_score: 100.0 @@ -181922,8 +188734,8 @@ https://newrelic.com/blog/best-practices/what-is-ebpf: v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://newrelic.com/blog/dem/opentelemetry-opentracing-opencensus: + addition_method: manual content_hash: 70aab9da44b5b1ae64b84256d9c1dea5a91b0ecf1e62b61e4d11e567fbce9de0 health_score: 100.0 last_checked: 1779130494.952426 @@ -181935,8 +188747,8 @@ https://newrelic.com/blog/dem/opentelemetry-opentracing-opencensus: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://newrelic.com/blog/how-to-relic/create-nr-dashboards-with-terraform-part-1: + addition_method: manual content_hash: 58356ee1c7ad24eab4e68a5fc8a0aa244893d3c49f99cc7689d1133b60336af7 description: '' health_score: 100.0 @@ -181946,16 +188758,16 @@ https://newrelic.com/blog/how-to-relic/create-nr-dashboards-with-terraform-part- v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://newrelic.com/blog/infrastructure-monitoring/create-nr-dashboards-with-terraform-part-1: + addition_method: manual content_hash: dd1ffb6b78cf77e1e53299efc234aff6d6a6a77ce495a6b854fad0a88c0394cf health_score: 100.0 last_checked: 1779130494.976196 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://newrelic.com/blog/infrastructure-monitoring/how-to-organize-kubernetes-clusters: + addition_method: manual content_hash: 87f39d18415d364487cb35cfd70cb510db3d074499cb6d941c419a6e3b9ecd68 health_score: 100.0 last_checked: 1779130495.0184 @@ -181967,8 +188779,8 @@ https://newrelic.com/blog/infrastructure-monitoring/how-to-organize-kubernetes-c - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://newrelic.com/blog/infrastructure-monitoring/how-to-use-kubernetes-volumes: + addition_method: manual content_hash: c309cbb33dc9808d6884f3806e15027a794291197d9963c6d866663c6f7225bb health_score: 100.0 last_checked: 1779130494.992973 @@ -181980,8 +188792,8 @@ https://newrelic.com/blog/infrastructure-monitoring/how-to-use-kubernetes-volume - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://newrelic.com/blog/infrastructure-monitoring/kubernetes-health-checks: + addition_method: manual content_hash: 2d59db4aa8baaed155cdf6cf4299cfd23e19d8df8fda51e86c3142238d7d0c82 health_score: 100.0 last_checked: 1779130494.929047 @@ -181993,8 +188805,8 @@ https://newrelic.com/blog/infrastructure-monitoring/kubernetes-health-checks: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://newrelic.com/blog/infrastructure-monitoring/kubernetes-request-and-limits: + addition_method: manual content_hash: b364b8e37b74c6977cfaa99968b7e710a5ffb776b579ce3db687118f3912d2db health_score: 100.0 last_checked: 1779130494.953042 @@ -182006,8 +188818,8 @@ https://newrelic.com/blog/infrastructure-monitoring/kubernetes-request-and-limit - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://newrelic.com/blog/observability/effective-strategies-kafka-topic-partitioning: + addition_method: manual ai_summary: 'Curator Insight: Deep-dive tutorial on optimizing Kafka throughput via smart partitioning schemes. Live Grounding: Analyzes consumer group balancing, message ordering requirements, and custom partitioning algorithms. Provides architectural @@ -182029,16 +188841,16 @@ https://newrelic.com/blog/observability/effective-strategies-kafka-topic-partiti v2_locations: - message-queue.md year: '2021' - addition_method: manual https://newrelic.com/blog/observability/what-is-ebpf: + addition_method: manual content_hash: 96780d85bb2144d56fb49325cf7dd664656faafda892d8787987cf5bef98978b health_score: 100.0 last_checked: 1779130494.963994 needs_ai_refresh: true v1_locations: - docs/kubernetes-monitoring.md - addition_method: manual https://newrelic.com/platform/kubernetes-pixie: + addition_method: manual ai_summary: Details the integration of Pixie, an eBPF-driven Kubernetes observability tool, with New Relic. It highlights instant telemetry collection without code instrumentation, capturing metrics, traces, and logs. Live grounding highlights @@ -182066,9 +188878,42 @@ https://newrelic.com/platform/kubernetes-pixie: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual +https://news.microsoft.com/build-2026-live-blog: + addition_method: automatic + ai_summary: A real-time technical tracker documenting platform updates and engineering + announcements from Microsoft Build 2026 in San Francisco. Coverage focuses on + Windows 11 system-level AI capabilities, copilot orchestration, and new developer + kits for Arm architecture. This resource serves as the foundational catalog for + Azure's evolving edge-to-cloud AI stack. + category: azure + complexity: Intermediate + content_hash: N/A + description: The central landing page and live blog for all engineering announcements, + developer keynotes, and product releases from Microsoft Build 2026. + hierarchy: + - Cloud Providers + - Microsoft Azure + - Ecosystem Announcements + - Build 2026 + is_microservice: false + language: en + last_checked: 1780352849.031624 + reputation_status: Vetted + reputation_summary: The official documentation and real-time coverage feed for all + developer and enterprise announcements at Microsoft Build 2026. + resource_type: Live Blog + social_preview_url: '' + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: industry-news + tags: + - '[EMERGING]' + title: Microsoft Build 2026 Live Blog + year: '2026' ? https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task -: ai_summary: Official press release detailing Microsoft's Dragon Copilot launch. +: addition_method: manual + ai_summary: Official press release detailing Microsoft's Dragon Copilot launch. Explores the application of ambient clinical speech models to draft medical charts automatically under strict HIPAA compliance. complexity: Advanced @@ -182095,8 +188940,8 @@ https://newrelic.com/platform/kubernetes-pixie: - ai.md - chatgpt.md year: N/A - addition_method: manual https://news.ncsu.edu/2020/07/tech-job-interviews-anxiety: + addition_method: manual ai_summary: A foundational academic study proving that traditional whiteboard interviews assess candidates' performance under anxiety rather than practical software engineering capabilities. Critiques industry-standard hiring funnels and advocates for asynchronous, @@ -182124,9 +188969,9 @@ https://news.ncsu.edu/2020/07/tech-job-interviews-anxiety: v2_locations: - recruitment.md year: N/A - addition_method: manual ? https://news.slashdot.org/story/21/10/12/1818252/a-record-number-of-workers-are-quitting-their-jobs-empowered-by-new-leverage -: ai_summary: Examines the systemic power shifts in the tech labor market as developer +: addition_method: manual + ai_summary: Examines the systemic power shifts in the tech labor market as developer demand hit unprecedented levels. Explores how increased talent leverage forced organizations to rethink rigid employment agreements, compensation strategies, and geographical constraints. @@ -182154,8 +188999,8 @@ https://news.ncsu.edu/2020/07/tech-job-interviews-anxiety: v2_locations: - recruitment.md year: N/A - addition_method: manual https://newsletter.francofernando.com/p/the-12-factor-app-an-updated-guide: + addition_method: manual ai_summary: An updated architectural deep-dive into the Twelve-Factor App methodology. Reviews the classic software principles (like database separations, environment configs, and scaling processes) in modern Kubernetes environments. @@ -182186,8 +189031,8 @@ https://newsletter.francofernando.com/p/the-12-factor-app-an-updated-guide: - introduction.md - devops.md year: N/A - addition_method: manual https://newsletter.pragmaticengineer.com/p/engineering-leadership-skillset-overlaps: + addition_method: manual content_hash: 83b807edbe3d7e15594f98a37189e2b962d8af6f1636641efc659f39777ec47a description: '' health_score: 100.0 @@ -182203,8 +189048,8 @@ https://newsletter.pragmaticengineer.com/p/engineering-leadership-skillset-overl v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://newsletter.thelongcommit.com/subscribe: + addition_method: manual ai_summary: Explores powerful features such as 'git bisect', dynamic interactive rebasing, reflog recovery, and worktrees. These concepts enable advanced developers to rapidly diagnose regressions and orchestrate highly structured cleanups of @@ -182228,8 +189073,8 @@ https://newsletter.thelongcommit.com/subscribe: v2_locations: - git.md year: '2021' - addition_method: manual https://next.redhat.com/2021/08/23/introducing-volsync-your-data-anywhere: + addition_method: manual content_hash: 0ced30b9233ff55a8ba612220f21919f01abd1976c570332d97259e509082f09 description: '' health_score: 100.0 @@ -182245,8 +189090,8 @@ https://next.redhat.com/2021/08/23/introducing-volsync-your-data-anywhere: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://nextcloud.com: + addition_method: manual content_hash: 7456fca6755be64f22423719406718c0ea941a9079578b1c17589f64a2742d9e description: '' health_score: 100.0 @@ -182262,8 +189107,8 @@ https://nextcloud.com: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://nextlinklabs.com/insights/handling-authentication-in-EKS-clusters-kubernetes-AWS-IAM: + addition_method: manual content_hash: a03ff1f143ef3e02280753ab802f500e38464d3125aa28f16dff8d459947ba79 description: '' health_score: 100.0 @@ -182274,8 +189119,8 @@ https://nextlinklabs.com/insights/handling-authentication-in-EKS-clusters-kubern v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://nextlinklabs.com/resources/insights/handling-authentication-in-eks-clusters-kubernetes-aws-iam: + addition_method: manual ai_summary: Detailed architectural analysis of authentication handling in EKS clusters. Covers security boundaries between AWS IAM roles, AWS IAM Authenticator, and internal Kubernetes Role-Based Access Control (RBAC) configurations. @@ -182299,8 +189144,8 @@ https://nextlinklabs.com/resources/insights/handling-authentication-in-eks-clust v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://nexus3-cli.readthedocs.io: + addition_method: manual content_hash: 2d21c95b16a11ab0ce8bbcd71fa9eaa3730483b524ead2c4aa15cbc309728953 description: '' health_score: 100.0 @@ -182311,8 +189156,8 @@ https://nexus3-cli.readthedocs.io: v1_locations: - docs/registries.md year: N/A - addition_method: manual https://nexus3-cli.readthedocs.io/en/latest: + addition_method: manual ai_summary: Documentation site for Python-based command-line utilities built to interface with Nexus 3 APIs. It simplifies batch tasks and permissions reporting. complexity: Intermediate @@ -182332,8 +189177,8 @@ https://nexus3-cli.readthedocs.io/en/latest: v2_locations: - registries.md year: '2026' - addition_method: manual https://nfrankel.medium.com/goodbye-minikube-340070edc5af: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -182343,8 +189188,8 @@ https://nfrankel.medium.com/goodbye-minikube-340070edc5af: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://nginx-playground.wizardzines.com: + addition_method: manual ai_summary: The web-based visual Nginx sandbox environment created by Wizard Zines. It provides immediate graphical feedback on how routing, header injections, and rewrite directives behave without requiring a local Nginx daemon installation. @@ -182372,8 +189217,8 @@ https://nginx-playground.wizardzines.com: v2_locations: - web-servers.md year: N/A - addition_method: manual https://ngrep.sourceforge.net: + addition_method: manual ai_summary: A command-line tool that applies GNU grep-like regex capabilities to the network layer. It facilitates deep packet analysis of unencrypted payloads across Ethernet, PPP, and SLIP interfaces using PCAP filters. @@ -182399,8 +189244,8 @@ https://ngrep.sourceforge.net: v2_locations: - linux.md year: '2018' - addition_method: manual https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-flawlessly: + addition_method: manual content_hash: 5413763721d3630c7b686cf27862df611ddf69959667242bc420c5a56efdc161 description: '' health_score: 100.0 @@ -182416,8 +189261,8 @@ https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-fla v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://nickjanetakis.com/blog/using-wsl-and-mobaxterm-to-create-a-linux-dev-environment-on-windows: + addition_method: manual content_hash: 48a73118058724abc68dc45cae1942d17ef83855a88aa2d9ba90c914cdf881e1 description: '' health_score: 100.0 @@ -182433,8 +189278,8 @@ https://nickjanetakis.com/blog/using-wsl-and-mobaxterm-to-create-a-linux-dev-env v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-before-continuing: + addition_method: manual ai_summary: Provides an architectural solution for container startup synchronization, solving the common race condition where application containers boot faster than their database dependencies. Features a shell-based polling mechanism using pg_isready @@ -182462,9 +189307,9 @@ https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-befo v2_locations: - linux.md year: N/A - addition_method: manual ? https://nicolasbarlatier.hashnode.dev/introduction-kubernetes-and-kustomize-how-to-easily-customize-any-resource-configuration-with-kustomize -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030202.023245 @@ -182478,9 +189323,9 @@ https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-befo v2_locations: - kustomize.md year: N/A - addition_method: manual ? https://nicolasbarlatier.hashnode.dev/net-core-tip-2-how-to-troubleshoot-memory-leaks-within-a-net-console-application-running-in-a-linux-docker-container-in-kubernetes -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033503.707947 @@ -182495,8 +189340,8 @@ https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-befo v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://nicwortel.nl/blog/2022/05/27/continuous-deployment-to-kubernetes-with-github-actions: + addition_method: manual content_hash: b2effc2605d81542b12e25f8b39c8e0d543210bdb75fefbdf7ad286d84ae06ad description: '' health_score: 100.0 @@ -182507,8 +189352,8 @@ https://nicwortel.nl/blog/2022/05/27/continuous-deployment-to-kubernetes-with-gi v1_locations: - docs/demos.md year: N/A - addition_method: manual https://nightfall.ai/atlassian-cloud-hipaa-compliant: + addition_method: manual content_hash: 7917fb8c2d1bf762cc8c2f32770f125b323601672e4b083e83c8641402533633 description: '' health_score: 100.0 @@ -182518,8 +189363,8 @@ https://nightfall.ai/atlassian-cloud-hipaa-compliant: v1_locations: - docs/project-management-tools.md year: N/A - addition_method: manual https://nikhilism.com/post/2020/mystery-knowledge-useful-tools: + addition_method: manual ai_summary: An insightful, curated collection of less-known Unix tricks, shell diagnostics, and specialized tools. It provides pragmatic recommendations for daily systems debugging and performance troubleshooting. @@ -182546,9 +189391,9 @@ https://nikhilism.com/post/2020/mystery-knowledge-useful-tools: v2_locations: - linux.md year: N/A - addition_method: manual ? https://nikolaygrozev.wordpress.com/2015/07/01/reshaping-in-pandas-pivot-pivot-table-stack-and-unstack-explained-with-pictures -: content_hash: a961372db188b9785b9067d7bc86b1fe5da824e1865cbf5537173a0e4fd77fed +: addition_method: manual + content_hash: a961372db188b9785b9067d7bc86b1fe5da824e1865cbf5537173a0e4fd77fed description: '' health_score: 100.0 last_checked: 1779031190.165041 @@ -182564,8 +189409,8 @@ https://nikhilism.com/post/2020/mystery-knowledge-useful-tools: v2_locations: - python.md year: N/A - addition_method: manual https://nilesh93.medium.com/replacing-docker-desktop-with-podman-and-kind-in-macos-c750581a3fda: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -182579,8 +189424,8 @@ https://nilesh93.medium.com/replacing-docker-desktop-with-podman-and-kind-in-mac v2_locations: - container-managers.md year: N/A - addition_method: manual https://nillsf.com/index.php/2020/11/17/running-windows-containers-on-the-azure-kubernetes-service-aks: + addition_method: manual ai_summary: Technical walkthrough covering the instantiation of Windows Server node pools inside hybrid AKS environments. Addresses container setup, active directory domain joins, and specific scheduling parameters. Useful for legacy enterprise @@ -182608,8 +189453,8 @@ https://nillsf.com/index.php/2020/11/17/running-windows-containers-on-the-azure- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://nipafx.dev/java-11-migration-guide: + addition_method: manual content_hash: 15635a1801d7bd653b49e56d4115f9b976d3690fe607d7d4c5240861a97a6932 health_score: 100.0 last_checked: 1779130495.006324 @@ -182620,8 +189465,8 @@ https://nipafx.dev/java-11-migration-guide: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://niravshah2705.medium.com/play-with-volume-for-statefulsets-7fbf14221e74: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -182635,8 +189480,8 @@ https://niravshah2705.medium.com/play-with-volume-for-statefulsets-7fbf14221e74: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://nirmata.com/2020/10/30/auto-labeling-kubernetes-resources-with-kyverno: + addition_method: manual content_hash: b1bd27db55101b70e25987b7941ce70daaeee4a61c15746efef717e17bd4e924 description: '' health_score: 100.0 @@ -182646,8 +189491,8 @@ https://nirmata.com/2020/10/30/auto-labeling-kubernetes-resources-with-kyverno: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://nirmata.com/2021/08/12/kubernetes-supply-chain-policy-management-with-cosign-and-kyverno: + addition_method: manual content_hash: 6a6cf7d4e468e229458088917ad32e78e934ed42de58a7a1c77de910cebfb30b description: '' health_score: 100.0 @@ -182662,8 +189507,8 @@ https://nirmata.com/2021/08/12/kubernetes-supply-chain-policy-management-with-co v2_locations: - securityascode.md year: N/A - addition_method: manual https://nirmata.com/2021/08/18/introducing-kyverno-1-4-2-trusted-and-more-efficient: + addition_method: manual content_hash: deca9cef04c5d8e6ad6b6a62e832e14b2e910c26d30ad36110d17e8662c464dc description: '' health_score: 100.0 @@ -182678,8 +189523,8 @@ https://nirmata.com/2021/08/18/introducing-kyverno-1-4-2-trusted-and-more-effici v2_locations: - securityascode.md year: N/A - addition_method: manual https://nishnit007.medium.com/a-journey-from-dockerfile-to-application-deployment-on-kubernetes-for-beginners-fea1eb0f3581: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -182694,9 +189539,9 @@ https://nishnit007.medium.com/a-journey-from-dockerfile-to-application-deploymen v2_locations: - docker.md year: N/A - addition_method: manual ? https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-multi-environment-deployment-part-2 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031416.296613 @@ -182706,9 +189551,9 @@ https://nishnit007.medium.com/a-journey-from-dockerfile-to-application-deploymen v1_locations: - docs/terraform.md year: N/A - addition_method: manual ? https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-multi-environment-deployment-part-3 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031037.206983 @@ -182718,9 +189563,9 @@ https://nishnit007.medium.com/a-journey-from-dockerfile-to-application-deploymen v1_locations: - docs/terraform.md year: N/A - addition_method: manual ? https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-multi-environment-deployment-part-4 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030979.347866 @@ -182730,8 +189575,8 @@ https://nishnit007.medium.com/a-journey-from-dockerfile-to-application-deploymen v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-part-1-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -182742,8 +189587,8 @@ https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-throu v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://nitheeshp.dev/series/terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -182757,8 +189602,8 @@ https://nitheeshp.dev/series/terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://nitishblog.hashnode.dev/kubernetes-services-your-way-to-connect-with-your-application: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -182773,8 +189618,8 @@ https://nitishblog.hashnode.dev/kubernetes-services-your-way-to-connect-with-you v2_locations: - kubernetes.md year: N/A - addition_method: manual https://nivogt.medium.com/boost-your-kubernetes-clusters-autoscaler-on-aws-eks-with-karpenter-4d23955944f2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -182789,15 +189634,15 @@ https://nivogt.medium.com/boost-your-kubernetes-clusters-autoscaler-on-aws-eks-w v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://nivogt.medium.com/iac-continuous-delivery-with-crossplane-and-argocd-how-to-automate-the-creation-of-aws-eks-1523ef0e0aa -: content_hash: N/A +: addition_method: manual + content_hash: N/A health_score: 100.0 last_checked: 1779030322.832717 v1_locations: - docs/managed-kubernetes-in-public-cloud.md - addition_method: manual https://nix.dev/manual/nix/2.28: + addition_method: manual content_hash: ced3f752efe34b38734ce4564e0036d5962bac39a772e713aaba6f085e9da12f health_score: 100.0 last_checked: 1779130495.03273 @@ -182808,8 +189653,8 @@ https://nix.dev/manual/nix/2.28: - docs/mlops.md v2_locations: - mlops.md - addition_method: manual https://nixos.org/manual/nix/stable: + addition_method: manual content_hash: 52cafcce5adfe08d39e73a6cbccd6015b3fa74a77729d06eb129d880a47946e1 description: '' health_score: 100.0 @@ -182820,8 +189665,8 @@ https://nixos.org/manual/nix/stable: v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://nodejs.org: + addition_method: manual content_hash: 058296ef07df49e296e04133d6a48fe327583265f7f10d464ec621d8f4f46012 description: '' health_score: 100.0 @@ -182832,8 +189677,8 @@ https://nodejs.org: v1_locations: - docs/javascript.md year: N/A - addition_method: manual https://nodejs.org/en: + addition_method: manual ai_summary: Official site of Node.js, the premier open-source event-driven JavaScript runtime engine. Provides technical APIs for enterprise-grade backend systems leveraging scalable asynchronous I/O loops. @@ -182854,8 +189699,8 @@ https://nodejs.org/en: v2_locations: - javascript.md year: '2026' - addition_method: manual https://noidea.dog/glue: + addition_method: manual content_hash: 9cba84f42633088b5732e60c62676b33f3dc6e6152cb75f0eaaea2c9fa02f52a description: '' health_score: 100.0 @@ -182866,8 +189711,8 @@ https://noidea.dog/glue: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://nomadproject.io: + addition_method: manual content_hash: 551752ab388014d3901032a5447b5a610cf0cd783fc017c7816d842acae4ebd2 description: '' health_score: 100.0 @@ -182878,8 +189723,8 @@ https://nomadproject.io: v1_locations: - docs/kubernetes-alternatives.md year: N/A - addition_method: manual https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -182897,8 +189742,8 @@ https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with - cicd.md - devsecops.md year: N/A - addition_method: manual https://nordicapis.com/5-protocols-for-event-driven-api-architectures: + addition_method: manual content_hash: b19835ecb8ee73f74244781e16a59e02573b35679ba34c42449980d410e26bba description: '' health_score: 100.0 @@ -182913,8 +189758,8 @@ https://nordicapis.com/5-protocols-for-event-driven-api-architectures: v2_locations: - introduction.md year: N/A - addition_method: manual https://nordicapis.com/understanding-the-hidden-powers-of-curl: + addition_method: manual ai_summary: An advanced architectural writeup detailing the deep capabilities of curl for API diagnostics and system automation. It highlights protocol routing, security handshakes, output formatting, and scripting integrations. @@ -182940,8 +189785,8 @@ https://nordicapis.com/understanding-the-hidden-powers-of-curl: v2_locations: - linux.md year: N/A - addition_method: manual https://nordicapis.com/using-grpc-to-connect-a-microservices-ecosystem: + addition_method: manual content_hash: df0a696ff92df6205f5594b5930256a95d7d0a370ed7c4578277ca3b57294ad8 description: '' health_score: 100.0 @@ -182956,8 +189801,8 @@ https://nordicapis.com/using-grpc-to-connect-a-microservices-ecosystem: v2_locations: - api.md year: N/A - addition_method: manual https://noti.st/morsapaes/liQzgs/change-data-capture-with-flink-sql-and-debezium: + addition_method: manual ai_summary: A visual presentation sharing architectural strategies to integrate Debezium with Apache Flink SQL for high-speed continuous stream processing. Explains patterns for building real-time materialized views, continuous aggregations, and @@ -182987,8 +189832,8 @@ https://noti.st/morsapaes/liQzgs/change-data-capture-with-flink-sql-and-debezium v2_locations: - message-queue.md year: N/A - addition_method: manual https://noticiastrabajo.huffingtonpost.es/como-deben-autonomos-retrasar-pago-intereses-creditos-ico: + addition_method: manual ai_summary: Un artículo informativo en el que se explican las medidas legislativas extraordinarias y los plazos administrativos para que los profesionales autónomos en España puedan solicitar moratorias e intereses de carencia sobre créditos avalados @@ -183011,8 +189856,8 @@ https://noticiastrabajo.huffingtonpost.es/como-deben-autonomos-retrasar-pago-int v2_locations: - freelancing.md year: '2021' - addition_method: manual https://notmattlucas.com/kubernetes-configuration-with-kustomize-f4dbba250f3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -183026,8 +189871,8 @@ https://notmattlucas.com/kubernetes-configuration-with-kustomize-f4dbba250f3: v2_locations: - kustomize.md year: N/A - addition_method: manual https://npkill.js.org: + addition_method: manual ai_summary: A fast, dependency-free interactive command-line interface (CLI) tool designed to scan and target heavy node_modules directories. Significantly improves localized workspace disk efficiency. @@ -183054,8 +189899,8 @@ https://npkill.js.org: v2_locations: - javascript.md year: N/A - addition_method: manual https://nth-root.nl/en/guides/automate-kubernetes-deployments-with-github-actions: + addition_method: manual content_hash: 20d38df3330e1ffdf0b5c392050302df4b4cb36ca0736c829db6ec7ff27bdd0c health_score: 100.0 last_checked: 1779130494.980817 @@ -183067,15 +189912,15 @@ https://nth-root.nl/en/guides/automate-kubernetes-deployments-with-github-action - docs/demos.md v2_locations: - demos.md - addition_method: manual https://nubenetes.com: + addition_method: manual content_hash: 3fb50a3c04b53d182fcf687d41a9cab7d250efbc8418497532cb7c259c361bc9 health_score: 100.0 last_checked: 1779030854.385219 needs_ai_refresh: true v1_locations: [] - addition_method: manual https://nubenetes.com/terraform: + addition_method: manual content_hash: c7354665231f975002be956f096eedc802635fd5b4d4830a8e328cdf387b2172 health_score: 100.0 last_checked: 1779033949.364161 @@ -183085,8 +189930,8 @@ https://nubenetes.com/terraform: - docs/about.md v2_locations: - about.md - addition_method: manual https://nubesgen.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -183101,8 +189946,8 @@ https://nubesgen.com: v2_locations: - azure.md year: N/A - addition_method: manual https://numericaideas.com/blog/auto-scaling-group-on-aws-with-terraform: + addition_method: manual content_hash: 568d2e4eb9ef3540bf45ae4c85cc1624246d6f03d976b70bb749df11938fe67b description: '' health_score: 100.0 @@ -183118,8 +189963,8 @@ https://numericaideas.com/blog/auto-scaling-group-on-aws-with-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://numerous.ai: + addition_method: manual ai_summary: SaaS productivity engine integrating foundational OpenAI endpoints directly into Google Sheets and Microsoft Excel. Streamlines automated data classification, extraction, and formatting at scale. @@ -183146,8 +189991,8 @@ https://numerous.ai: v2_locations: - chatgpt.md year: N/A - addition_method: manual https://nunoadrego.com/posts/abusing-pod-priority: + addition_method: manual content_hash: eea700730bea397cf383767dd1f0fe527f687848a9410e3583d857e093e7c382 description: '' health_score: 100.0 @@ -183163,8 +190008,8 @@ https://nunoadrego.com/posts/abusing-pod-priority: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://nuxx.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -183178,8 +190023,8 @@ https://nuxx.io: v2_locations: - docker.md year: N/A - addition_method: manual https://nvie.com/posts/a-successful-git-branching-model: + addition_method: manual ai_summary: The original, widely adopted 2010 post by Vincent Driessen introducing the Git Flow branching model. While historically revolutionary for structured releases, modern consensus and the author's own 2020 update reflect that this @@ -183207,8 +190052,8 @@ https://nvie.com/posts/a-successful-git-branching-model: v2_locations: - git.md year: N/A - addition_method: manual https://nwktimes.blogspot.com/2023/06/azure-ilb-for-nva-ha.html: + addition_method: manual content_hash: 2e96b652a717517068470ff72e935bbd6e93a880e330503a1adcaafefdbd6974 description: '' health_score: 100.0 @@ -183225,8 +190070,8 @@ https://nwktimes.blogspot.com/2023/06/azure-ilb-for-nva-ha.html: v2_locations: - azure.md year: N/A - addition_method: manual https://nylas.com/blog/performance: + addition_method: manual content_hash: 7c31ce15eb686a0016ae9857b4a302b7ee5dd62928c034eb8b41cf36a23ab23d description: '' health_score: 100.0 @@ -183237,8 +190082,8 @@ https://nylas.com/blog/performance: v1_locations: - docs/python.md year: N/A - addition_method: manual https://o365reports.com: + addition_method: manual content_hash: d4117510da3840114472193dd0a9c2ec09f3b5208128c6cb18ca379c09cc697f description: '' health_score: 100.0 @@ -183254,16 +190099,16 @@ https://o365reports.com: v2_locations: - azure.md year: N/A - addition_method: manual https://oauth2-proxy.github.io/oauth2-proxy: + addition_method: manual content_hash: f7a837f613af512d2f31108fe2d2b5f8a77dc98b0405c7ebd91591d5774419a4 health_score: 100.0 last_checked: 1779032380.456356 needs_ai_refresh: true v1_locations: - docs/kubernetes-security.md - addition_method: manual https://obsidian.md: + addition_method: manual content_hash: c5c9936da0cb7117762451c6ae448580915a2853cd75a2d4d96e52038c1cb9cb description: '' health_score: 100.0 @@ -183279,8 +190124,8 @@ https://obsidian.md: v2_locations: - workfromhome.md year: N/A - addition_method: manual https://oci-ansible-collection.readthedocs.io: + addition_method: manual content_hash: 73f2df85788a4f0945a404f06c0e2638e755e12a129e21d1a96e2609a95cec1d description: '' health_score: 100.0 @@ -183291,8 +190136,8 @@ https://oci-ansible-collection.readthedocs.io: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://oci-ansible-collection.readthedocs.io/en/latest: + addition_method: manual content_hash: c0ff5ec47c5d71d95d5c0c8af323b8d516c9252218d6fadc491626391f97d5af health_score: 100.0 last_checked: 1779130495.025729 @@ -183303,8 +190148,8 @@ https://oci-ansible-collection.readthedocs.io/en/latest: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://oclif.io: + addition_method: manual content_hash: 5eeb38e3e6edf6e73565f4ecdc3b121d694f389d17b04f026c641ab1a44b281b description: '' health_score: 100.0 @@ -183320,8 +190165,8 @@ https://oclif.io: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://octant.dev: + addition_method: manual ai_summary: A highly functional open-source developer tool by VMware, now archived. Focused on generating interactive visual relationship diagrams of active Kubernetes resources. @@ -183350,8 +190195,8 @@ https://octant.dev: - kubernetes-based-devel.md - kubernetes-tools.md year: N/A - addition_method: manual https://octetz.com/docs/2018/2018-12-07-psp: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -183365,8 +190210,8 @@ https://octetz.com/docs/2018/2018-12-07-psp: v2_locations: - devsecops.md year: N/A - addition_method: manual https://octoperf.com: + addition_method: manual ai_summary: An enterprise-grade SaaS platform enabling rapid cloud-native scaling of JMeter scripts. Provides simplified infrastructure setup, robust real-time analytics, and automated reporting out-of-the-box. @@ -183393,8 +190238,8 @@ https://octoperf.com: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://octopus.com: + addition_method: manual content_hash: 326ea4f426353ceb549c08b1686511b69f594786e809b2b5cf5534cb617ff736 description: '' health_score: 100.0 @@ -183410,8 +190255,8 @@ https://octopus.com: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://octopus.com/blog/applied-gitops-with-kustomize: + addition_method: manual content_hash: eecf1a9032786033b3f590f8108833d439c4bf3a9532acf03382c73da2e088bd health_score: 100.0 last_checked: 1779130495.008501 @@ -183422,8 +190267,8 @@ https://octopus.com/blog/applied-gitops-with-kustomize: - docs/kustomize.md v2_locations: - kustomize.md - addition_method: manual https://octopus.com/blog/devops-automation-repo-design: + addition_method: manual content_hash: 6b6ed2e3e4d2ad1d22e1afdfb1fadebea42cb80336a75c4e45170fb69505fe17 description: '' health_score: 100.0 @@ -183439,8 +190284,8 @@ https://octopus.com/blog/devops-automation-repo-design: v2_locations: - gitops.md year: N/A - addition_method: manual https://octopus.com/blog/docker-anti-patterns: + addition_method: manual content_hash: 3d2b1a11a6c11d3db16bdb188e50baffdd8afdf96b9471a372168c5f2aa518aa health_score: 100.0 last_checked: 1779130494.938705 @@ -183451,8 +190296,8 @@ https://octopus.com/blog/docker-anti-patterns: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://octopus.com/blog/getting-started-with-powershell-dsc: + addition_method: manual content_hash: 118cfd77754a31e71105b14d6da27611802c5714b9698c86e28edfa74c81ce63 description: '' health_score: 100.0 @@ -183469,8 +190314,8 @@ https://octopus.com/blog/getting-started-with-powershell-dsc: v2_locations: - azure.md year: N/A - addition_method: manual https://octopus.com/blog/how-to-model-your-gitops-environments: + addition_method: manual content_hash: df96f9346807d3a38fecb06fe2384dbfbc24f6f0f410928a72a94d1ad7e198c4 health_score: 100.0 last_checked: 1779130494.930635 @@ -183481,8 +190326,8 @@ https://octopus.com/blog/how-to-model-your-gitops-environments: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://octopus.com/blog/introduction-to-hcl-and-hcl-tooling: + addition_method: manual content_hash: 9f3245a4163f7319816a6a26d77daea267a73bb3261e1fb501bf2a129a4e5b35 description: '' health_score: 100.0 @@ -183498,8 +190343,8 @@ https://octopus.com/blog/introduction-to-hcl-and-hcl-tooling: v2_locations: - terraform.md year: N/A - addition_method: manual https://octopus.com/blog/kubernetes-antipatterns-1: + addition_method: manual content_hash: d0e3e753dc505cd2c3262fc9e95ccdb398879f4879717bec2a6261db53894bfc health_score: 100.0 last_checked: 1779130495.016501 @@ -183510,8 +190355,8 @@ https://octopus.com/blog/kubernetes-antipatterns-1: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://octopus.com/blog/kubernetes-antipatterns-2: + addition_method: manual content_hash: 42f78458a7269d19784347d9859b43813de728f2396e76344559bd90c3828f72 health_score: 100.0 last_checked: 1779130494.998671 @@ -183522,8 +190367,8 @@ https://octopus.com/blog/kubernetes-antipatterns-2: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://octopus.com/blog/progressive-delivery-for-kubernetes-config-maps-using-argo-rollouts: + addition_method: manual ai_summary: 'Curator Insight: Investigates strategies for applying progressive delivery steps directly to Kubernetes ConfigMaps and environment secrets. Live Grounding: Explains how to trigger rollouts upon configuration-only shifts, eliminating the @@ -183546,8 +190391,8 @@ https://octopus.com/blog/progressive-delivery-for-kubernetes-config-maps-using-a v2_locations: - argo.md year: '2023' - addition_method: manual https://octopus.com/blog/pulumi-and-aks-with-octopus-deploy: + addition_method: manual content_hash: b29fd446655ec07694503a4ded9764eb37db74fb5636d87738f7a414c7c57b7f description: '' health_score: 100.0 @@ -183563,8 +190408,8 @@ https://octopus.com/blog/pulumi-and-aks-with-octopus-deploy: v2_locations: - pulumi.md year: N/A - addition_method: manual https://octopus.com/blog/using-argo-cd-and-kustomize-for-configmap-rollouts: + addition_method: manual content_hash: 065a8b188ec2be4f1c90368a5b3fe42812e08998226547bca78627cfc0a0fe43 health_score: 100.0 last_checked: 1779130494.930033 @@ -183575,8 +190420,8 @@ https://octopus.com/blog/using-argo-cd-and-kustomize-for-configmap-rollouts: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://octopus.com/blog/using-helm-with-gitops: + addition_method: manual ai_summary: Analysis of integrating Helm templates with GitOps deployments, showing how to balance templated application metadata packaging with strict, declarative environment state tracking. @@ -183598,8 +190443,8 @@ https://octopus.com/blog/using-helm-with-gitops: v2_locations: - helm.md year: '2020' - addition_method: manual https://octopus.com/codefresh: + addition_method: manual content_hash: 208e883c8486282c42ffb24f583b22b8d3c366aa61c1faca8eb0c51c377747ec health_score: 100.0 last_checked: 1779130494.948685 @@ -183610,8 +190455,8 @@ https://octopus.com/codefresh: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://octopus.com/devops: + addition_method: manual ai_summary: Hands-on walkthrough displaying how to use Okteto to connect a developer workspace directly with live infrastructure, bypassing resource-heavy local systems. complexity: Intermediate @@ -183634,8 +190479,8 @@ https://octopus.com/devops: - gitops.md - helm.md year: '2021' - addition_method: manual https://octopus.com/devops/gitops: + addition_method: manual ai_summary: This architectural study outlines the synchronization of infrastructure and application deployments using GitOps principles, examining the strategic union of Crossplane and continuous deployment tools. @@ -183658,8 +190503,8 @@ https://octopus.com/devops/gitops: v2_locations: - crossplane.md year: '2023' - addition_method: manual https://octopus.com/docs/deployments/patterns/deployment-process-as-code: + addition_method: manual content_hash: 16f8b23e467c481b9d7c4e1cb79353e39a6a99f9d0d60f9e25ccbdb95bd6938a description: '' health_score: 100.0 @@ -183675,8 +190520,8 @@ https://octopus.com/docs/deployments/patterns/deployment-process-as-code: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://odedia.org/production-considerations-for-spring-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -183690,8 +190535,8 @@ https://odedia.org/production-considerations-for-spring-on-kubernetes: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://odo.dev: + addition_method: manual content_hash: 2dbf39bae1e1ec791a8765ee88e29b8d88e3822431e7fe4cc8688722c92bdc3e description: '' health_score: 100.0 @@ -183707,8 +190552,8 @@ https://odo.dev: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://offensive-terraform.github.io: + addition_method: manual content_hash: 1fd2ee3e17689a2729cac51148ee4ab2b539feeaa0422178a658d82a63410abc health_score: 100.0 last_checked: 1779130494.983207 @@ -183719,8 +190564,8 @@ https://offensive-terraform.github.io: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://offensive-terraform.github.io/offensive-terraform.github.io: + addition_method: manual content_hash: 7e34dbf880d5a1dd93372d81ee122edbf9ee64b8c5f857a33918d8cae815619c description: '' health_score: 100.0 @@ -183731,8 +190576,8 @@ https://offensive-terraform.github.io/offensive-terraform.github.io: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://ohmyz.sh: + addition_method: manual ai_summary: The premium, open-source, community-driven framework for managing Zsh shell configurations. Extensible with thousands of helpful plugins and visual themes, it dramatically enhances terminal productivity. @@ -183759,8 +190604,8 @@ https://ohmyz.sh: v2_locations: - linux.md year: N/A - addition_method: manual https://ohshitgit.com: + addition_method: manual ai_summary: An extremely popular, plain-language reference guide that helps developers recover from critical Git merge and history errors. It provides highly clear commands for undoing commits, fixing bad commit comments, and recovering files from the @@ -183788,8 +190633,8 @@ https://ohshitgit.com: v2_locations: - git.md year: N/A - addition_method: manual https://okd.io: + addition_method: manual ai_summary: OKD is the open-source upstream community distribution of Red Hat OpenShift, fully integrating containerized virtualization, developer tools, and operators. Built on Fedora CoreOS, OKD provides cloud architects with a platform-as-a-service @@ -183814,8 +190659,8 @@ https://okd.io: - ocp4.md - kubernetes-on-premise.md year: '2026' - addition_method: manual https://okdiario.com/economia/telefonica-santander-despiden-467-empleados-2021-denuncias-companeros-8655690: + addition_method: manual content_hash: 576a04cf2b97d1a92e8329cd117e42cf9b82645592d88747cfcec5c3ace93e45 description: '' health_score: 100.0 @@ -183832,8 +190677,8 @@ https://okdiario.com/economia/telefonica-santander-despiden-467-empleados-2021-d v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://okteto.com/blog/kubernetes-for-developers-blog-series-by-okteto: + addition_method: manual content_hash: 45b89562d621e26f26c29a3325acc7069d7bc71b034582bc219012d2b3a37df9 description: '' health_score: 100.0 @@ -183844,8 +190689,8 @@ https://okteto.com/blog/kubernetes-for-developers-blog-series-by-okteto: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://okteto.com/blog/preview-environments-for-kubernetes: + addition_method: manual content_hash: d32b30d2d517847c7cbd9e69ad6b5bf2caf75aab1efedabb18efc5181983e5fd description: '' health_score: 100.0 @@ -183856,8 +190701,8 @@ https://okteto.com/blog/preview-environments-for-kubernetes: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://olamiko.medium.com/technical-series-kubernetes-networking-5a5dc3823163: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -183871,8 +190716,8 @@ https://olamiko.medium.com/technical-series-kubernetes-networking-5a5dc3823163: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://oldgitops.medium.com/setting-up-podman-on-wsl2-in-windows-10-be2991c2d443: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -183886,8 +190731,8 @@ https://oldgitops.medium.com/setting-up-podman-on-wsl2-in-windows-10-be2991c2d44 v2_locations: - container-managers.md year: N/A - addition_method: manual https://oliverjumpertz.medium.com/serverless-vs-kubernetes-58b0b387dc98: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -183901,8 +190746,8 @@ https://oliverjumpertz.medium.com/serverless-vs-kubernetes-58b0b387dc98: v2_locations: - serverless.md year: N/A - addition_method: manual https://omerxx.com/k8s-controllers: + addition_method: manual content_hash: 5e382bb8d9a29454bd2811eed9af09e1068b280bab5a45d4f85d44b349589d89 description: '' health_score: 100.0 @@ -183919,8 +190764,43 @@ https://omerxx.com/k8s-controllers: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual +https://omo.dev: + addition_method: automatic + ai_summary: Oh My OpenAgent (omo) is an open-source, multi-model agent orchestration + harness optimized for autonomous software engineering on complex codebases. It + implements a decoupled planning and execution architecture that shifts away from + typical human-in-the-loop dependencies, striving for production-ready, indistinguishable + code generation. Key features include session continuity, intent-based model routing + (matching tasks to specific price/performance tiers), and self-verification feedback + loops to limit cognitive overhead and control token cost. + category: ai-agents-mcp + complexity: intermediate + content_hash: f49b84d61525c008c6d5fed61bb4551de0ad2f8ba05a3e81f98b8818d15d96c5 + description: A multi-model agent orchestration harness designed for complex codebases, + optimizing token consumption and enabling zero-intervention autonomous execution. + hierarchy: + - Artificial Intelligence + - AI Coding Assistants + - Agent Orchestration + is_microservice: false + language: en + last_checked: 1780352828.641475 + reputation_status: Vetted + reputation_summary: Rapidly rising open-source agent orchestration harness with + stellar community feedback and high execution efficiency. + resource_type: tool + social_preview_url: https://omo.dev/opengraph-image.png?1ca2b141855c31bf + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + - '[COMMUNITY-TOOL]' + title: Oh My OpenAgent + year: '2026' https://ona.com: + addition_method: manual content_hash: dd3bf0798a3c2353de281c76293c551f5fe5c5e81ca8c1029f61c752bb34f432 health_score: 100.0 last_checked: 1779130494.930497 @@ -183932,8 +190812,8 @@ https://ona.com: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://ona.com/stories/gitpod-is-now-ona: + addition_method: manual health_score: 100.0 last_checked: 1779130494.928846 status: online @@ -183943,8 +190823,8 @@ https://ona.com/stories/gitpod-is-now-ona: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://onecloudplease.com/project/console-recorder: + addition_method: manual content_hash: fd9b135848e21b3247bb78ed48394e27881618e9044e105fc5f159f3d15be8c3 description: '' health_score: 100.0 @@ -183960,8 +190840,12 @@ https://onecloudplease.com/project/console-recorder: v2_locations: - aws-iac.md year: N/A - addition_method: manual +https://onelink.to/e9rhmn: + last_checked: 1780399982.211733 + score: 20 + status: FILTERED https://onlineyamltools.com: + addition_method: manual ai_summary: An extensive suite of browser-driven YAML parsing, formatting, and manipulation tools. Features real-time conversion engines, indentation adjustments, and structural validators tailored for ad-hoc cloud-native operations. @@ -183989,8 +190873,8 @@ https://onlineyamltools.com: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://opcito.com/blogs/a-guide-to-mastering-autoscaling-in-kubernetes-with-keda: + addition_method: manual content_hash: ad91a004df7237af2e487b5379d285b66cdbd9840b5c2c91d58c3f9f4382208f description: '' health_score: 100.0 @@ -184001,8 +190885,8 @@ https://opcito.com/blogs/a-guide-to-mastering-autoscaling-in-kubernetes-with-ked v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://open-bootcamp.com: + addition_method: manual ai_summary: Formerly a free, Spanish-language software developer bootcamp offering continuous programming learning. Grounding tracks show the platform has shifted focus and remains mostly inactive. [SPANISH CONTENT] @@ -184028,8 +190912,8 @@ https://open-bootcamp.com: v2_locations: - elearning.md year: '2024' - addition_method: manual https://open-cluster-management.io: + addition_method: manual content_hash: 810801a7e273d494f30a3478468f083e835a7fe3b0ccef7519b324c4e85bb0ee description: '' health_score: 100.0 @@ -184047,8 +190931,8 @@ https://open-cluster-management.io: - kubernetes-tools.md - gitops.md year: N/A - addition_method: manual https://open-rpc.org: + addition_method: manual content_hash: 67ea39c4543f266b73ddca9b3371c9a2fbc289a2fb39eaff4d2beb2db75c7142 description: '' health_score: 100.0 @@ -184059,8 +190943,194 @@ https://open-rpc.org: v1_locations: - docs/api.md year: N/A - addition_method: manual +https://open.spotify.com/show/0zojMEDizKMh3aTxnGLENP: + addition_method: automatic + ai_summary: '**Curator Insight:** A highly valuable architectural resource providing + a direct window into the development lifecycles, engineering bottlenecks, and + technical methodologies of frontier AI builders. + + **Live Grounding:** This official Spotify hub aggregates deep-dive technical dialogues + with OpenAI''s researchers and product architects. + + * **Strategic Value:** Explores real-world engineering hurdles across GPT-5 + planning, Codex agents, Sora scaling, and distributed supercomputer network designs. + + * **Technical Context:** Bridges the gap between research-level paper publications + and production-grade software orchestration at global scale.' + category: ai-agents-mcp + complexity: intermediate + content_hash: 09f4e42c604604b9f8deaf10b995000a3a89760d4b67a6e76ded9ba9071132a0 + description: The official Spotify show for the OpenAI Podcast hosted by Andrew Mayne, + featuring in-depth tech conversations with engineers, product managers, and researchers + at OpenAI. + hierarchy: + - Artificial Intelligence + - Industry Insights + - Podcasts + is_microservice: false + language: en + last_checked: 1780352272.994011 + reputation_status: Vetted + reputation_summary: Highly vetted. The official podcast stream for OpenAI has broad + distribution and exceptional industry validation. + resource_type: audio + social_preview_url: https://i.scdn.co/image/ab6765630000ba8a33648d4a797ba7c0e753f7a6 + source_provenance: X.com (OpenAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + title: The OpenAI Podcast on Spotify + year: '2025' +https://open.substack.com/pub/priyankavergadia/p/world-models-vs-llms-visually-explained?r=65wvb&showWelcomeOnShare=true: + addition_method: automatic + ai_summary: 'This visual guide contrasts Large Language Models (LLMs), which excel + at predicting next tokens based on statistical text correlation, with World Models, + which construct internal physical or logical representations of environments to + simulate and predict outcomes. + + + It breaks down: + + * Architectural components and core differences. + + * Practical limitations and unique use cases of each paradigm. + + * Why world models are essential for physical automation, robotics, and advanced + agentic decision-making.' + category: ai-agents-mcp + complexity: Beginner + content_hash: N/A + description: A visual explanation of the differences between World Models and Large + Language Models (LLMs), focusing on how each models reality and patterns. + hierarchy: + - Artificial Intelligence + - Model Architecture + - World Models vs LLMs + is_microservice: false + language: en + last_checked: 1780351994.342541 + reputation_status: Vetted + reputation_summary: High-quality, visually intuitive educational content from Priyanka + Vergadia (The Cloud Girl) explaining core AI architecture concepts. + resource_type: Article + social_preview_url: '' + source_provenance: X.com (pvergadia) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[EMERGING]' + title: 'World Models vs LLMs: Visually Explained' + year: '2026' +https://openai.com/academy/codex-for-work/how-business-operations-teams-use-codex: + addition_method: automatic + ai_summary: 'Curator Insight: This piece presents the operational transition toward + proactive LLM workflows, showing how agents can interact with local files to manage + cross-functional projects. + + + Live Grounding: Operations engineers leverage Codex''s ability to ingest messy + trackers and stakeholder notes, converting fragmented communications into formalized + off-track briefs and resource trade-off plans.' + category: ai-agents-mcp + complexity: intermediate + content_hash: N/A + description: A guide showing how operations teams use Codex to build strategic updates + and tradeoff decision models. + hierarchy: + - AI and Machine Learning > AI Agents > Operations Automation + is_microservice: false + language: en + last_checked: 1780352953.156091 + reputation_status: Vetted + reputation_summary: The guide has been welcomed as an early blueprint for operations + professionals looking to implement directory-monitoring autonomous pipelines. + resource_type: guide + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + - '[GUIDE]' + title: How business operations teams use Codex + year: '2026' +https://openai.com/academy/codex-for-work/how-data-science-teams-use-codex: + addition_method: automatic + ai_summary: 'Curator Insight: This publication highlights a pivot for OpenAI''s + Codex, moving it beyond pure autocomplete code-generation toward orchestrating + complex, end-to-end data analytics and business context pipelines. + + + Live Grounding: Industry evaluations demonstrate that data engineering and operations + teams use Codex to process unstructured work tracker and dashboard inputs directly, + automating the generation of executive-ready KPI memos and diagnostic specifications.' + category: ai-agents-mcp + complexity: intermediate + content_hash: N/A + description: A guide illustrating how analytics and data science teams use Codex + for dashboard specs and KPI root-cause analysis. + hierarchy: + - AI and Machine Learning > AI Agents > Data Science Automation + is_microservice: false + language: en + last_checked: 1780352953.156064 + reputation_status: Vetted + reputation_summary: The community recognizes this guide as part of OpenAI's strategic + push to reposition Codex as a generalized enterprise workforce agent, transforming + traditional workflows from manual coding to higher-level automation. + resource_type: guide + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + - '[GUIDE]' + title: How data science teams use Codex + year: '2026' +https://openai.com/academy/codex-for-work/how-sales-teams-use-codex: + addition_method: automatic + ai_summary: 'Curator Insight: This framework outlines the integration of LLMs within + unstructured enterprise data streams, transitioning sales enablement from static + spreadsheets to dynamic agentic execution. + + + Live Grounding: Community testing confirms that utilizing Codex''s plugins and + customized skills enables the rapid synthesis of multi-source inputs—such as call + transcripts and CRM entries—into structured pipeline prioritization briefs.' + category: ai-agents-mcp + complexity: intermediate + content_hash: N/A + description: An operational framework on leveraging Codex to synthesize customer + conversations and CRM signals into pipeline briefs. + hierarchy: + - AI and Machine Learning > AI Agents > Workflow Automation + is_microservice: false + language: en + last_checked: 1780352953.156082 + reputation_status: Vetted + reputation_summary: Evaluated as highly applicable for business enablement. Users + highlight the necessity of implementing strict human-in-the-loop checkpoints to + verify inference-derived outputs. + resource_type: guide + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + - '[GUIDE]' + title: How sales teams use Codex + year: '2026' https://openai.com/blog/scaling-kubernetes-to-7500-nodes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -184074,8 +191144,1213 @@ https://openai.com/blog/scaling-kubernetes-to-7500-nodes: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual +https://openai.com/guaranteed-capacity: + addition_method: automatic + ai_summary: '* **Curator Insight:** Shifting compute procurement from spot/on-demand + models to long-term capacity agreements represents critical maturity in AI infrastructure + management. + + * **Live Grounding (MCP):** OpenAI has unveiled ''Guaranteed Capacity'', letting + enterprise consumers guarantee large-scale API allocations of over 1B tokens per + minute via tiered 1-to-3-year reservation plans, resolving scaling friction and + bottleneck constraints during peaks.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: OpenAI's reserved compute framework helping eligible companies secure + guaranteed long-term API access under 1- to 3-year commitment plans. + hierarchy: + - AI Infrastructure + - OpenAI Compute + - Capacity Planning + - Resource Allocation + is_microservice: false + language: en + last_checked: 1780352138.622006 + reputation_status: Vetted + reputation_summary: Highly praised by large-scale enterprise architects facing API + limits and rate limit throttling. + resource_type: web + social_preview_url: '' + source_provenance: X.com (OpenAI) + stars: 4 + status: online + suggested_new_category: ai-infrastructure-management + tags: + - ENTERPRISE-STABLE + title: 'OpenAI Guaranteed Capacity: Dedicated Infrastructure for Enterprise Compute' + year: '2026' +https://openai.com/index/advancing-content-provenance: + addition_method: automatic + ai_summary: 'Curator Insight: Establishing authenticity in generative outputs is + a crucial security barrier as synthetic media becomes ubiquitous in corporate + workflows. + + + Live Grounding: Released in May 2026, this post covers OpenAI''s adoption of Content + Credentials (C2PA standard) and Google''s SynthID watermarking. + + + Architectural Context: + + - Embeds secure, tamper-evident cryptographic metadata directly into generative + model outputs. + + - Employs deep-learning-based imperceptible watermarking to detect modified synthetic + materials. + + - Provisions public inspection tools to audit media origins and maintain digital + trust.' + category: ai-agents-mcp + complexity: intermediate + content_hash: N/A + description: OpenAI's initiative on content transparency, focusing on implementing + Content Credentials (C2PA standard), Google's SynthID watermarking, and an early + public verification tool to clarify the origin of AI-generated media. + hierarchy: + - Artificial Intelligence + - Security and Ethics + - Content Provenance + - Cryptographic Watermarking + is_microservice: false + language: en + last_checked: 1780352168.173402 + reputation_status: Vetted + reputation_summary: High industry impact as OpenAI partners on establishing global + content security standards using C2PA credentials and SynthID watermarking. + resource_type: article + social_preview_url: '' + source_provenance: X.com (OpenAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: Advancing Content Provenance for a Safer, More Transparent AI Ecosystem + year: '2026' +https://openai.com/index/adventhealth: + addition_method: automatic + ai_summary: 'This case study details AdventHealth''s adoption of ''ChatGPT for Healthcare'', + utilizing a secure, HIPAA-compliant workspace to optimize clinical workflows. + The integration automates the drafting of post-discharge summaries and parses + disconnected medical records, drastically reducing administrative burden without + sacrificing clinical accuracy. + + + Technical focus areas: + + - Zero-data-retention APIs and secure BAA execution. + + - Synthesizing unstructured EHR records into high-density clinical summaries. + + - Mitigating medical administrative burnout through agent-assisted documentation + pipelines.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: AdventHealth advances whole-person care with OpenAI, leveraging secure + workspace environments and HIPAA-compliant healthcare applications. + hierarchy: + - Artificial Intelligence + - AI in Healthcare + - EHR Integration + - Compliance and HIPAA + is_microservice: false + language: en + last_checked: 1780352963.483044 + reputation_status: Vetted + reputation_summary: Acclaimed case study highlighting a secure, HIPAA-compliant + adoption pathway for generative AI in complex and heavily regulated hospital networks. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: ai-healthcare + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: AdventHealth advances whole-person care with OpenAI + year: '2026' +https://openai.com/index/boston-childrens-hospital: + addition_method: automatic + ai_summary: 'A deep-dive case study showcasing Boston Children''s Hospital''s enterprise-wide + implementation of a secure generative AI framework. + + * **Architectural Value**: Outlines the transition from fragmented point solutions + to a unified, secure enterprise AI platform with centralized governance. + + * **Key Features**: Leverages secure LLM environments to cross-reference multi-specialty + clinical data against research corpuses to resolve rare diagnoses. + + * **Technical Significance**: Highlights scalable deployment patterns under + strict healthcare compliance and privacy mandates while enhancing medical decision + quality.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: Case study on how Boston Children's Hospital built a secure internal + ChatGPT environment across its entire workforce, successfully diagnosing 40+ rare + conditions and saving 60,000+ hours. + hierarchy: + - Generative AI + - Enterprise Deployments + - Healthcare Applications + is_microservice: false + language: English + last_checked: 1780352818.749349 + reputation_status: Vetted + reputation_summary: Strongly validated case study demonstrating actual clinical + utility, solving over 40 rare disease cases and saving thousands of operational + hours. + resource_type: Case Study + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: Boston Children's Hospital uses AI to unlock new diagnoses + year: '2026' +https://openai.com/index/braintrust: + addition_method: automatic + ai_summary: 'An analysis of Braintrust''s implementation of OpenAI Codex to construct + a fully autonomous coding loop that converts user requests into preview code. + + * **Architectural Value**: Establishes a concrete pipeline model for agent-driven + software development with rapid customer feedback integration. + + * **Key Features**: Leverages Codex''s high-speed terminal output processing + and GPT-5.5''s reasoning capabilities to spin up automated preview branches. + + * **Technical Significance**: Proves the feasibility of moving 50% of an engineering + team to Codex-driven environments to optimize productivity and minimize feature-to-feedback + latency.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: Insight into how Braintrust engineers use OpenAI Codex and GPT-5.5 + to transform customer feature requests into preview code branches in minutes, + significantly accelerating release feedback. + hierarchy: + - Software Engineering + - Agentic Workflows + - AI Code Generation + is_microservice: false + language: English + last_checked: 1780352818.749358 + reputation_status: Vetted + reputation_summary: Highly valued within the developer and AI safety engineering + communities for detailing how Braintrust integrates OpenAI Codex to automate enterprise + pull-request lifecycles. + resource_type: Article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[CASE STUDY]' + title: How Braintrust turns customer requests into code with Codex + year: '2026' +https://openai.com/index/building-self-improving-tax-agents-with-codex: + addition_method: automatic + ai_summary: 'Examines a landmark self-improving AI agent architecture co-developed + by OpenAI, Thrive, and Crete for automated financial filing. + + * **Architectural Value**: Pioneers a closed-loop self-improvement framework + where practitioner corrections are automatically converted into regression tests. + + * **Key Features**: Employs an iterative Codex-driven loop that dramatically + raised field accuracy from 25% to 86% in six weeks, peaking at 97%. + + * **Technical Significance**: Replaces traditional static patch deployments + with autonomous code refinement, demonstrating a blueprint for next-generation + self-evolving software.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: Technical paper showing how OpenAI, Thrive, and Crete built a self-improving + tax filing agent with Codex that autonomously refines its code using human feedback + and production traces. + hierarchy: + - Software Engineering + - Agentic Workflows + - Self Improving Systems + is_microservice: false + language: English + last_checked: 1780352818.749416 + reputation_status: Vetted + reputation_summary: Celebrated as a groundbreaking technical architectural pattern + for self-improving LLMs, showing how real-world practitioner feedback loops can + refine agent performance without manual engineering. + resource_type: Article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + - '[CASE STUDY]' + title: Building self-improving tax agents with Codex + year: '2026' +https://openai.com/index/cisco: + addition_method: automatic + ai_summary: 'Explores Cisco''s integration of OpenAI Codex and GPT-5.5-Cyber to + automate enterprise engineering and network security operations. + + * **Architectural Value**: Combines generative coding agents with physical and + cloud network infrastructure to create autonomous healing environments. + + * **Key Features**: Features Codex-driven script generation for switches, routers, + and firewalls, as well as AI-assisted vulnerability patching under the Daybreak + initiative. + + * **Technical Significance**: Models the future of software-defined networking + where agentic workflows programmatically manage and troubleshoot complex topologies.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: Details the collaboration between Cisco and OpenAI using Codex to automate + network configurations, troubleshoot security issues, and accelerate software + engineering loops. + hierarchy: + - Network Engineering + - Agentic Workflows + - Infrastructure as Code + is_microservice: false + language: English + last_checked: 1780352818.749408 + reputation_status: Vetted + reputation_summary: Highly praised by network engineers and platform teams for combining + Codex's code-generation with Cisco's automated network and security orchestration + pipelines. + resource_type: Article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[CASE STUDY]' + title: Cisco and OpenAI redefine enterprise engineering with Codex + year: '2026' +https://openai.com/index/codex-for-knowledge-work: + addition_method: automatic + ai_summary: '### Curator Insight + + This OpenAI release details the ongoing paradigm shift of OpenAI Codex from an + exclusive software development assistant into a foundational engine for general + knowledge work. The report highlights how Codex''s advanced code-generation and + structured formatting capabilities are being leveraged for raw data parsing, complex + search synthesis, and cross-application API automation. It serves as an essential + read for architects design-thinking the future of human-AI collaborative workflows.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: OpenAI's overview of the expanding capabilities of Codex as a versatile + utility for complex text extraction, structured data operations, and automated + knowledge-work workflows. + hierarchy: + - Artificial Intelligence + - Autonomous Agents + - Workplace Automation + impact_score: 90 + is_microservice: false + language: English + last_checked: 1780401702.549074 + reputation_status: Vetted + reputation_summary: Official research and tool release report from OpenAI. High-density + authority on the structural transition of software automation tools into general + workplace environments. + resource_type: Article / Report + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - DE FACTO STANDARD + title: Codex is Becoming a Productivity Tool for Everyone + year: '2026' +https://openai.com/index/databricks: + addition_method: automatic + ai_summary: 'Curator Insight: Merging GPT-5.5''s reasoning capabilities with Databricks'' + structured lakehouse repositories forms a highly resilient architecture for secure + enterprise AI operations. + + + Live Grounding: Evaluation metrics on the OfficeQA Pro benchmark indicate that + this pairing is the first to cross the 50% accuracy threshold when parsing complex + enterprise documentation, contracts, and old reports directly from distributed + data systems.' + category: ai-agents-mcp + complexity: advanced + content_hash: N/A + description: Announcement of the integration of GPT-5.5 into Databricks lakehouses, + setting SOTA records on OfficeQA Pro. + hierarchy: + - AI and Machine Learning > Enterprise LLMs > Agent Integration + is_microservice: false + language: en + last_checked: 1780352953.156101 + reputation_status: Vetted + reputation_summary: Widely cited across technical newsletters as a critical enterprise + partnership. The integration showcases a significant step forward in secure, private + data retrieval backed by state-of-the-art models. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: lakehouse-ai + tags: + - '[DE FACTO STANDARD]' + - '[CASE STUDY]' + title: Databricks brings GPT-5.5 to enterprise agent workflows - OpenAI + year: '2026' +https://openai.com/index/dell-codex-enterprise-partnership: + addition_method: automatic + ai_summary: 'This enterprise release highlights the integration of OpenAI Codex + with the Dell AI Data Platform and the Dell AI Factory. The architecture provides + a secure deployment bridge, allowing complex coding agents to operate locally + on hybrid or on-premises server infrastructure where legacy databases reside. + + + Strategic technical benefits: + + - Direct mitigation of enterprise data transit, compliance, and regulatory issues. + + - Deep contextual model training against on-premises codebases and documentation. + + - Low-latency, secure enterprise agent deployment with built-in access controls.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: OpenAI and Dell Technologies are collaborating to help more enterprises + deploy Codex in the environments where their most important data, systems, and + workflows already live. + hierarchy: + - Artificial Intelligence + - Hybrid Enterprise Architecture + - Dell AI Data Platform Integration + - On-Premises Codex Deployment + is_microservice: false + language: en + last_checked: 1780352963.483078 + reputation_status: Vetted + reputation_summary: Major enterprise landmark widely celebrated for overcoming on-premises + compliance blockers for generative AI coding tools. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: hybrid-ai-architecture + tags: + - DE FACTO STANDARD + - ENTERPRISE-STABLE + title: OpenAI and Dell Technologies partner to bring Codex to hybrid and on-premises + enterprise environments + year: '2026' +https://openai.com/index/election-safeguards-2026: + addition_method: automatic + ai_summary: 'This document outlines OpenAI''s technical and operational roadmap + for safeguarding global democratic processes in 2026. The strategy prioritizes + the integration of C2PA digital provenance standards to trace AI content, partnerships + with cybersecurity agencies to protect voting infrastructure, and targeted bias + auditing to preserve neutral model behavior. + + + Key pillars include: + + - Enhancing real-time content watermarking and digital signature mechanisms. + + - Deploying active threat intelligence pipelines to identify and disrupt state-sponsored + influence networks. + + - Enforcing strict API and product usage guidelines to block coordinated interactive + manipulation.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: Ahead of global elections, we're helping people access information, + supporting cyber defenders, and increasing AI transparency. + hierarchy: + - Artificial Intelligence + - AI Governance + - Safety and Trust + - Election Safeguards + is_microservice: false + language: en + last_checked: 1780352963.483003 + reputation_status: Vetted + reputation_summary: Highly vetted official initiative with positive feedback from + cybersecurity and policy communities regarding the proactive integration of provenance + standards to mitigate generative AI election abuse. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: ai-safety + tags: + - ENTERPRISE-STABLE + - GUIDE + title: Election information and safeguards in 2026 + year: '2026' +https://openai.com/index/endava: + addition_method: automatic + ai_summary: 'Details Endava''s transformation into an agentic organization utilizing + OpenAI Codex to scale engineering workflows across massive software contract lifecycles. + + * **Architectural Value**: Implements a structured framework where senior engineering + expertise is encapsulated into reusable AI agents. + + * **Key Features**: Compresses weeks of manual requirements analysis into automated + pipelines, improving documentation velocity and code consistency. + + * **Technical Significance**: Models a practical architecture for deploying + agents to support human engineers from initial client intake to final codebase + delivery.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: Case study on Endava's deployment of Codex to codify senior engineering + expertise into autonomous agents that work across the software delivery lifecycle. + hierarchy: + - Software Engineering + - Agentic Workflows + - Enterprise AI Strategy + is_microservice: false + language: English + last_checked: 1780352818.749376 + reputation_status: Vetted + reputation_summary: Vetted enterprise implementation; Endava is an exclusive partner + program member, showing highly successful adoption of Codex in software contracting + delivery. + resource_type: Case Study + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: How Endava builds an agentic organization with Codex + year: '2026' +https://openai.com/index/gartner-2026-agentic-coding-leader: + addition_method: automatic + ai_summary: 'This announcement details OpenAI''s leadership positioning in Gartner''s + 2026 evaluation of enterprise coding agents. Driven by Codex and GPT-5.5, the + platform is recognized for delivering robust codebase reasoning, sandboxed execution + environments, and deep tool integrations that scale from local developer environments + to centralized CI/CD pipelines. + + + Core strengths highlighted: + + - Production-grade enterprise security, including fine-grained RBAC and auditable + workspaces. + + - Multi-agent orchestrators capable of self-healing and automated test execution. + + - Low-latency, high-throughput context windows optimized for massive repositories.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: OpenAI is named a leader in the 2026 Gartner Magic Quadrant for Enterprise + AI Coding Agents, with Codex recognized for innovation and enterprise-scale deployment. + hierarchy: + - Artificial Intelligence + - AI Coding Assistants + - Gartner Evaluations + - Enterprise AI Strategy + is_microservice: false + language: en + last_checked: 1780352963.483036 + reputation_status: Vetted + reputation_summary: Heavily cited industry milestone confirming Codex's maturity + and dominance in enterprise development, generating high trust among global technology + leaders. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: ai-driven-engineering + tags: + - DE FACTO STANDARD + - ENTERPRISE-STABLE + title: OpenAI named a Leader in enterprise coding agents by Gartner + year: '2026' +https://openai.com/index/grupo-folha-grupo-uol-partnership: + addition_method: automatic + ai_summary: 'This strategic announcement details a licensing partnership integrating + live, high-fidelity Brazilian journalism from Grupo Folha and Grupo UOL directly + into ChatGPT''s retrieval pipelines. By bypassing standard web scrapers in favor + of direct publisher data feeds, the architecture guarantees reliable, localized + Portuguese news retrieval. + + + Key architectural benefits: + + - Low-latency indexing of licensed editorial feeds. + + - Structured programmatic attribution and high-visibility click-through source + links. + + - Reduced model hallucination rates on regional real-time queries.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: OpenAI partners with Grupo Folha and Grupo UOL to bring trusted Brazilian + journalism to ChatGPT, expanding access to news with attribution and transparency. + hierarchy: + - Artificial Intelligence + - Information Retrieval + - Content Pipelines + - API Licensing + is_microservice: false + language: en + last_checked: 1780352963.483018 + reputation_status: Vetted + reputation_summary: Strategic content licensing deal widely discussed on tech blogs + as an indicator of real-time search engine shift towards direct, high-value publisher + partnerships. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: ai-content-licensing + tags: + - CASE STUDY + - EMERGING + title: OpenAI, Grupo Folha, and Grupo UOL announce strategic content partnership + year: '2026' +https://openai.com/index/introducing-openai-for-singapore: + addition_method: automatic + ai_summary: 'This document covers OpenAI''s strategic partnership with the Singapore + Ministry of Digital Development and Information (MDDI) to reinforce its National + AI Strategy. The framework supports regional language model customization, launches + a regional Singaporean chapter of the OpenAI Academy, and places Forward Deployed + Engineers on-site. + + + Core technical aims: + + - Optimizing localized models to perform natively in Southeast Asian languages. + + - Deploying agentic student and teacher assistant tools in collaborative public + school programs. + + - Fostering local ecosystem engineering capacity directly connected to OpenAI + research platforms.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: Today at the ATx Summit in Singapore, we're launching OpenAI for Singapore, + a partnership with the Ministry of Digital Development and Information (MDDI) + to support Singapore's National AI strategy. + hierarchy: + - Artificial Intelligence + - Sovereign AI Strategy + - Sovereign Language Modeling + - Public Infrastructure + is_microservice: false + language: en + last_checked: 1780352963.483069 + reputation_status: Vetted + reputation_summary: Highly cited milestone validating Singapore's commitment to + National AI Strategy 2.0 with targeted OpenAI support. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: sovereign-ai + tags: + - ENTERPRISE-STABLE + - EMERGING + title: Introducing OpenAI for Singapore + year: '2026' +https://openai.com/index/malta-chatgpt-plus-partnership: + addition_method: automatic + ai_summary: 'This press release describes OpenAI''s partnership with the Government + of Malta to provide ChatGPT Plus as a public utility to all citizens. This deployment + is coupled with a structured AI literacy program designed by the University of + Malta to teach citizens safe, practical, and highly effective daily generative + AI use cases. + + + Key systemic structures: + + - Nation-wide distribution managed through the Malta Digital Innovation Authority. + + - Mandated educational course pre-requisite to cultivate safe prompting practices. + + - Scalable national training infrastructure aligning citizen capability with high-grade + AI tools.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: OpenAI and Malta partner to bring ChatGPT Plus to all citizens, introducing + structured education pathways and national utility licensing. + hierarchy: + - Artificial Intelligence + - Sovereign AI Deployment + - National AI Literacy + - Public Utility Models + is_microservice: false + language: en + last_checked: 1780352963.483086 + reputation_status: Vetted + reputation_summary: Widely discussed public policy landmark, recognized as the world's + first national citizen utility deployment of ChatGPT Plus. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: sovereign-ai + tags: + - CASE STUDY + - EMERGING + title: OpenAI and Malta partner to bring ChatGPT Plus to all citizens + year: '2026' +https://openai.com/index/model-disproves-discrete-geometry-conjecture: + addition_method: automatic + ai_summary: A technical announcement detailed by OpenAI outlining how a general-purpose + reasoning model autonomously disproved Paul Erdős' 1946 unit distance conjecture. + This milestone marks an architectural shift from assistive AI to autonomous mathematical + synthesis, constructing dense unit-distance algebraic graphs that exceed traditional + rescaled square grid limits. + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: OpenAI model disproves Erdős unit distance conjecture in discrete geometry. + hierarchy: + - AI and Machine Learning + - Reasoning Models + - Mathematical Discoveries + is_microservice: false + language: en + last_checked: 1780352292.58837 + reputation_status: Vetted + reputation_summary: Highly acclaimed academic and industry breakthrough, showcasing + the transition of LLMs from coding assistants to autonomous scientific researchers. + resource_type: article + social_preview_url: '' + source_provenance: X.com (OpenAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + title: OpenAI Model Disproves Central Conjecture in Discrete Geometry + year: '2026' +https://openai.com/index/mufg: + addition_method: automatic + ai_summary: 'An analysis of Japan''s largest financial group''s enterprise-wide + rollout of ChatGPT Enterprise to 35,000 banking professionals. + + * **Architectural Value**: Demonstrates how to design a compliant, zero-training-data-retention + AI layer inside a highly regulated industry. + + * **Key Features**: Uses structured mandatory training and an internal ''AI + Champion'' model to overcome standard employee adoption barriers. + + * **Technical Significance**: Illustrates practical patterns for deploying over + 1,800 departmental custom GPTs while maintaining strict data isolation.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: Case study on Mitsubishi UFJ Financial Group deploying ChatGPT Enterprise + to 35,000 employees, focusing on security boundaries, training, and building over + 1,800 custom GPTs. + hierarchy: + - Enterprise Software + - Generative AI + - Financial Services + is_microservice: false + language: English + last_checked: 1780352818.7494 + reputation_status: Vetted + reputation_summary: Acclaimed case study for detailing organizational enablement + and change management during a massive company-wide roll-out of ChatGPT Enterprise + in finance. + resource_type: Case Study + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: MUFG aims to become AI native with OpenAI + year: '2026' +https://openai.com/index/openai-frontier-governance-framework: + addition_method: automatic + ai_summary: 'A comprehensive guide mapping OpenAI''s internal risk mitigation protocols + to emerging global regulatory standards. + + * **Architectural Value**: Translates California''s TFAIA and the EU AI Act + into concrete technical requirements for safe deployment. + + * **Key Features**: Outlines rigorous risk assessment lifecycles focusing on + cyber threats, chemical/biological (CBRN) hazards, and loss of control. + + * **Technical Significance**: Provides enterprise architects with a structured + template for building auditable safety and incident response pipelines for AI + systems.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: OpenAI's formal Frontier Governance Framework outlining processes for + systemic risk assessment, model reporting, incident response, and regulatory alignment. + hierarchy: + - Generative AI + - AI Safety + - Compliance and Regulation + is_microservice: false + language: English + last_checked: 1780352818.749387 + reputation_status: Vetted + reputation_summary: Acknowledged by compliance officers and cloud security engineers + as an essential blueprint for aligning model deployments with California and EU + AI laws. + resource_type: Guide + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[ENTERPRISE-STABLE]' + title: OpenAI Frontier Governance Framework + year: '2026' +https://openai.com/index/openai-frontier-models-and-codex-are-now-available-on-aws: + addition_method: automatic + ai_summary: 'This resource details the integration of OpenAI frontier models and + Codex into Amazon Bedrock, providing enterprises with secure, governed access. + + * **Architectural Value**: Enables enterprise-grade deployments of state-of-the-art + models within established AWS compliance, security, and private networking boundaries. + + * **Key Features**: Provides direct API access, Codex workspace integration, + IAM permission boundaries, PrivateLink encryption, and CloudTrail audit logging. + + * **Technical Significance**: Eliminates the exclusivity bottleneck, allowing + architects to seamlessly orchestrate multi-model workflows on AWS infrastructure + without exposing data.' + category: aws-newfeatures + complexity: Advanced + content_hash: N/A + description: Official announcement regarding the general availability of OpenAI + frontier models and Codex on Amazon Bedrock, complete with AWS IAM, PrivateLink, + and compliance support. + hierarchy: + - Cloud Infrastructure + - Amazon Web Services + - Generative AI Integration + is_microservice: false + language: English + last_checked: 1780352818.749335 + reputation_status: Vetted + reputation_summary: Highly praised by cloud architects and enterprise IT for combining + the intelligence of OpenAI's frontier models with AWS's robust governance, security, + and procurement frameworks. + resource_type: Article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: OpenAI frontier models and Codex are now available on AWS + year: '2026' +https://openai.com/index/our-views-on-ai-policy-and-political-advocacy: + addition_method: automatic + ai_summary: '### Curator Insight + + This policy brief outlines OpenAI''s official stance on global AI governance and + political advocacy. Published amidst escalating debates surrounding national regulatory + frameworks, OpenAI clarifies its operational decision to refrain from forming + PACs or funding political campaigns. This document provides critical transparency + for enterprise stakeholders navigating compliance, safety alignment, and corporate + responsibility in the Intelligence Age.' + category: ai-agents-mcp + complexity: Beginner + content_hash: N/A + description: An official policy stance statement clarifying OpenAI's approach to + legislative policy debates, employee political involvement, and corporate advocacy + neutrality. + hierarchy: + - Artificial Intelligence + - AI Governance + - Corporate Policy + impact_score: 82 + is_microservice: false + language: English + last_checked: 1780401702.549083 + reputation_status: Vetted + reputation_summary: Official OpenAI statement. Authoritative declaration regarding + corporate political neutrality and policy advocacy standards, highly cited across + tech regulatory forums. + resource_type: Policy Brief / Blog + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + title: Our Views on AI Policy and Political Advocacy + year: '2026' +https://openai.com/index/personal-finance-chatgpt: + addition_method: automatic + ai_summary: 'Curator Insight: Integrating banking APIs with conversational LLMs + introduces a novel paradigm of context-aware financial planning, shifting attention + away from traditional search directories. + + + Live Grounding: The implementation leverages Plaid to secure read-only access + across over 12,000 financial institutions, enabling real-time categorization of + expenses and portfolios, though users must carefully manage the inherent third-party + connection vectors.' + category: ai-agents-mcp + complexity: intermediate + content_hash: N/A + description: A preview announcement of ChatGPT's Plaid-powered bank account integration + for real-time financial insights. + hierarchy: + - AI and Machine Learning > Consumer Agents > Financial Technology + is_microservice: false + language: en + last_checked: 1780352953.15611 + reputation_status: Vetted + reputation_summary: While the technical utility is heavily praised, the community + (Reddit r/financialindependence) retains strong privacy and data-sovereignty concerns + regarding the Plaid integration with a public cloud model. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + title: A new personal finance experience in ChatGPT + year: '2026' +https://openai.com/index/ramp: + addition_method: automatic + ai_summary: 'This article analyzes the technical deployment of OpenAI Codex with + GPT-5.5 at fintech leader Ramp to scale internal code review operations. By automating + semantic syntax evaluation, pattern checking, and vulnerability assessments, the + pipeline yields high-fidelity architectural feedback in minutes. + + + Key process innovations: + + - Reduced code-to-merge latencies through agentic automated PR reviews. + + - Context-aware code validation matching proprietary architectural standards. + + - High-velocity shipping loops enabled by continuous automated debugging recommendations.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: How Ramp engineers use Codex with GPT-5.5 to review code and ship improvements, + allowing them to get substantive feedback in minutes instead of hours. + hierarchy: + - Artificial Intelligence + - AI Coding Assistants + - Automated Code Review + - Fintech CI/CD Pipelines + is_microservice: false + language: en + last_checked: 1780352963.483053 + reputation_status: Vetted + reputation_summary: Vigorously discussed across fintech and dev channels, demonstrating + a practical implementation of GPT-5.5 inside continuous delivery code pipelines. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: ai-driven-engineering + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: How Ramp engineers accelerate code review with Codex + year: '2026' +https://openai.com/index/stargate-michigan-data-center: + addition_method: automatic + ai_summary: 'The official OpenAI announcement marking the groundbreaking of a landmark + 1-gigawatt (GW) AI infrastructure campus in Saline Township, Michigan. + + - Realized through a $16 billion partnership involving Oracle and SoftBank, the + Stargate initiative is designed to construct hyperscale computing clusters dedicated + to next-generation model training. + + - Details advanced thermal-cooling solutions, high-density energy grids, and union + labor agreements required to construct the physical backbone of the Intelligence + Age.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: OpenAI's groundbreaking announcement of a 1-gigawatt (GW) 'Stargate' + supercomputing data center campus in Michigan in partnership with Oracle. + hierarchy: + - AI Infrastructure + - Hyperscale Data Centers + - Hardware Scaling + - Cloud Architecture + is_microservice: false + language: en + last_checked: 1780352838.80138 + reputation_status: Vetted + reputation_summary: Official OpenAI press announcement and landmark industry milestone. + Vetted and covered globally by major technology and financial news sources in + June 2026. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: ai-infrastructure-datacenter + tags: + - '[CASE STUDY]' + - '[EMERGING]' + title: Building the Infrastructure for the Intelligence Age in Michigan + year: '2026' +https://openai.com/index/strengthening-societal-resilience-with-rosalind-biodefense: + addition_method: automatic + ai_summary: This announcement outlines the launch of OpenAI's 'Rosalind Biodefense' + program built around GPT-Rosalind, a frontier reasoning model designed for life + sciences. The system focuses on defensive capabilities such as early threat warning, + epidemiological modeling, DNA synthesis screening, and accelerating scientific + workflow. By partnering with organizations like SecureDNA and Fourth Eon Biosecurity, + OpenAI aims to establish biological containment and proactive defensive acceleration + protocols. + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: OpenAI announces the launch of its Rosalind Biodefense program leveraging + GPT-Rosalind to secure DNA synthesis and accelerate defensive countermeasures. + hierarchy: + - AI + - Applied AI + - Biosecurity + - Inference Models + is_microservice: false + language: en + last_checked: 1780352849.031585 + reputation_status: Vetted + reputation_summary: Highly regarded defensive biosecurity initiative leveraging + frontier AI capabilities in life sciences with rigorous safety and containment + protocols. + resource_type: Article + social_preview_url: '' + source_provenance: X.com (OpenAI) + stars: 4 + status: online + suggested_new_category: ai-biotech + tags: + - '[EMERGING]' + - '[CASE STUDY]' + title: Strengthening Societal Resilience with Rosalind Biodefense + year: '2026' +https://openai.com/index/the-next-phase-of-education-for-countries: + addition_method: automatic + ai_summary: 'This programmatic update outlines the transition of the ''OpenAI for + Countries'' model from general access to highly structured educational frameworks. + Partnering with sovereign nations, the project introduces dedicated configurations + like ''ChatGPT for Teachers'' and community college training resources. + + + Structural frameworks include: + + - Co-designing teacher-led classroom assets to cultivate safe AI integration. + + - Launching the ''OpenAI Luminaries'' program for global educational curriculum + exchange. + + - Supporting evidence-based deployments monitored by research teams to optimize + learning outcomes.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: At the Education World Forum in London, OpenAI shares early learnings + from Education for Countries and welcomes Singapore to the program. + hierarchy: + - Artificial Intelligence + - AI in Education + - Sovereign AI Adoption + - Public Sector Frameworks + is_microservice: false + language: en + last_checked: 1780352963.483061 + reputation_status: Vetted + reputation_summary: Well-received public sector overview showcasing structural AI + education deployments rather than generic consumer app-access programs. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: ai-education + tags: + - GUIDE + - EMERGING + title: The next phase of OpenAI's Education for Countries + year: '2026' +https://openai.com/index/trustworthy-third-party-evaluations-foundations: + addition_method: automatic + ai_summary: 'This document introduces OpenAI''s blueprint for conducting reliable + and independent evaluations of frontier AI models. + + * **Architectural Value**: Shifts the evaluation paradigm from simple prompt-response + benchmarks to complex, multi-step environment harnesses. + + * **Key Features**: Focuses on eliciting real capabilities, evaluating safeguard + robustness, managing reward hacking, and detecting data contamination. + + * **Technical Significance**: Establishes standardized auditing practices essential + for compliance with global regulations such as the EU AI Act and California''s + TFAIA.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: OpenAI's playbook establishing guidelines for independent, trustworthy + third-party evaluations of frontier AI systems, emphasizing system harnesses, + validity checks, and context modeling. + hierarchy: + - Generative AI + - AI Safety + - Model Evaluation Frameworks + is_microservice: false + language: English + last_checked: 1780352818.749367 + reputation_status: Vetted + reputation_summary: Widely recognized by AI safety researchers and regulatory bodies + (such as the UK and US AI Safety Institutes) as a foundational document for standardizing + frontier model auditing. + resource_type: Guide + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[ENTERPRISE-STABLE]' + title: A shared playbook for trustworthy third party evaluations + year: '2026' +https://openai.com/index/virgin-atlantic: + addition_method: automatic + ai_summary: 'This enterprise case study demonstrates the technical integration of + OpenAI Codex within Virgin Atlantic''s software delivery pipeline to reconstruct + their consumer-facing mobile application under a rigid shipping timeline. By utilizing + Codex for automated unit-test generation and legacy code translation, the engineering + team achieved near-total unit test coverage. + + + Key engineering highlights: + + - Transitioned development from boilerplate drafting to agentic oversight. + + - Reached comprehensive test coverage without delaying critical release windows. + + - Recorded zero P1 defects post-deployment due to automated, continuous integration + evaluations.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: How Virgin Atlantic used Codex to ship its revamped mobile app on a + fixed holiday travel deadline, reaching near-total unit test coverage and zero + P1 defects. + hierarchy: + - Artificial Intelligence + - AI Coding Assistants + - Software Delivery Optimization + - Test Automation + is_microservice: false + language: en + last_checked: 1780352963.483027 + reputation_status: Vetted + reputation_summary: Highly praised developer case study showing substantial ROI + on using generative AI code helpers inside strict, time-sensitive commercial aviation + software pipelines. + resource_type: article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: ai-driven-engineering + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: How Virgin Atlantic ships faster with Codex + year: '2026' +https://openai.com/index/warp: + addition_method: automatic + ai_summary: 'An exploration of Warp''s agentic open-source contribution workflow + powered by OpenAI''s GPT-5.5. + + * **Architectural Value**: Showcases ''Oz'', a cloud-based agent platform that + acts as an autonomous orchestrator to triage issues, plan implementations, and + write PRs. + + * **Key Features**: Leverages Rust client architecture with deep multi-agent + coordination, supporting local sandbox controls and custom command pipelines. + + * **Technical Significance**: Redefines open-source collaboration, demonstrating + a paradigm where human and AI agents securely build and maintain a massive public + codebase.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: OpenAI's official startup feature detailing Warp's transition to an + open-source model under AGPL-3.0, backed by OpenAI and fully managed via its cloud + agent orchestration platform, Oz. + hierarchy: + - Software Engineering + - Open Source Software + - Agentic Development Environments + is_microservice: false + language: English + last_checked: 1780352818.749423 + reputation_status: Vetted + reputation_summary: Extremely high community reception; Warp open-sourced its Rust + terminal client under AGPL-3.0 with OpenAI backing, receiving nearly 28k stars + on day one. + resource_type: Article + social_preview_url: '' + source_provenance: RSS Feed (OpenAI News) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[EMERGING]' + title: Warp's big bet on building open source with GPT-5.5 + year: '2026' https://openai.com/research/scaling-kubernetes-to-7500-nodes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -184089,8 +192364,8 @@ https://openai.com/research/scaling-kubernetes-to-7500-nodes: v2_locations: - mlops.md year: N/A - addition_method: manual https://openapi-generator.tech: + addition_method: manual content_hash: 9b5bf7b421727a51c0e435892aee7cd51296a147c14893f18a9d33128197df60 description: '' health_score: 100.0 @@ -184106,8 +192381,8 @@ https://openapi-generator.tech: v2_locations: - api.md year: N/A - addition_method: manual https://openbuilt.io: + addition_method: manual content_hash: ca854a664eb4c6d5dad33d4ea4807bf57c8a9d0e50d04cca5099b8baec719bc3 description: '' health_score: 100.0 @@ -184123,16 +192398,16 @@ https://openbuilt.io: v2_locations: - ocp4.md year: N/A - addition_method: manual https://opencensus.io: + addition_method: manual content_hash: bcdc572d753ccf43b5dedfa06276005ed33929ff37d643d3327e1795ef4c1595 health_score: 100.0 last_checked: 1779031849.929415 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://opencontainers.org: + addition_method: manual content_hash: 5b29f96b41b8553688c2d88fb34647bb2edea991ff26410aede238a4844878ed health_score: 100.0 last_checked: 1779130494.994396 @@ -184144,8 +192419,8 @@ https://opencontainers.org: v2_locations: - container-managers.md - index.md - addition_method: manual https://opencoreventures.com/blog/2023-08-23-hashicorp-switching-bsl-shows-need-for-open-charter-companies: + addition_method: manual content_hash: 13e357f68ee695ca9861659d11214de3736521c3c40b00cbf5bc9019e122a0ff description: '' health_score: 100.0 @@ -184157,8 +192432,8 @@ https://opencoreventures.com/blog/2023-08-23-hashicorp-switching-bsl-shows-need- v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://opencurve.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -184172,8 +192447,8 @@ https://opencurve.io: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://opendatahub.io: + addition_method: manual ai_summary: The main portal for Open Data Hub, an AI/ML platform reference architecture on Red Hat OpenShift. Orchestrates tools like Kubeflow, Spark, and Kafka into a standardized workspace for ML operations. @@ -184201,8 +192476,8 @@ https://opendatahub.io: v2_locations: - message-queue.md year: N/A - addition_method: manual https://openebs.io: + addition_method: manual content_hash: 013310a44e05f3d0795add1ce97b67f0de6b9d65aab9e305978c2efb2ecc85fa description: '' health_score: 100.0 @@ -184218,8 +192493,8 @@ https://openebs.io: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://opengitops.dev: + addition_method: manual content_hash: 664dd521293232852ad99dd3800780138e829ad174c63a15ec42eac03c3cc778 description: '' health_score: 100.0 @@ -184235,8 +192510,8 @@ https://opengitops.dev: v2_locations: - gitops.md year: N/A - addition_method: manual https://openid.net: + addition_method: manual ai_summary: 'Curator Insight: Home of the OpenID Connect federation standard, which acts as the foundation for Kubernetes authentication. Live Grounding: Critical global standard underpinning identity validation in modern cloud architecture.' @@ -184263,8 +192538,8 @@ https://openid.net: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://openinsurance.io: + addition_method: manual content_hash: 4e236159ad5bb34b593b7c7de8854bb6096da3302425500573280d6de4774258 description: '' health_score: 100.0 @@ -184280,8 +192555,8 @@ https://openinsurance.io: v2_locations: - developerportals.md year: N/A - addition_method: manual https://openjdk.java.net/jeps/413: + addition_method: manual content_hash: e7488a9d5e652fd970172c946cf0bfdb9f1f450f39a2fa4e78e6253e7f3c280c description: '' health_score: 100.0 @@ -184292,8 +192567,8 @@ https://openjdk.java.net/jeps/413: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://openjdk.org/jeps/413: + addition_method: manual content_hash: dec714f229bdf682308c40f25ac0e59df90dc0d76629b4d8a48b00af4fddd17e health_score: 100.0 last_checked: 1779130495.017116 @@ -184304,8 +192579,8 @@ https://openjdk.org/jeps/413: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://openkruise.io: + addition_method: manual content_hash: 7dc60446aa2f3e3aef2759baa954ab54ff0bf7b3a39d71b547e849284caa95b0 description: '' health_score: 100.0 @@ -184321,8 +192596,8 @@ https://openkruise.io: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://openliberty.io: + addition_method: manual content_hash: c7af6ceea60beefa6c01b6b4fa72365beda2f72886254633575a66907a6ace96 health_score: 100.0 last_checked: 1779130495.017135 @@ -184333,8 +192608,8 @@ https://openliberty.io: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://openpracticelibrary.com: + addition_method: manual content_hash: f0c56b6e3f2e031f05a60e955860ada5c440347c0899c93815379252c364450c description: '' health_score: 100.0 @@ -184344,8 +192619,8 @@ https://openpracticelibrary.com: title: openpracticelibrary.com v1_locations: [] year: N/A - addition_method: manual https://opensearch.org: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -184359,8 +192634,8 @@ https://opensearch.org: v2_locations: - monitoring.md year: N/A - addition_method: manual https://openservicemesh.io: + addition_method: manual content_hash: 8d96cbf03a6204781e608feaf10e87675668bb40c2eb1b65bb67973230f93733 description: '' health_score: 100.0 @@ -184376,8 +192651,8 @@ https://openservicemesh.io: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://openshift-ireland.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -184391,8 +192666,8 @@ https://openshift-ireland.com: v2_locations: - openshift.md year: N/A - addition_method: manual https://openshift.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -184406,8 +192681,8 @@ https://openshift.io: v2_locations: - openshift.md year: N/A - addition_method: manual https://openshift.tips: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -184421,8 +192696,8 @@ https://openshift.tips: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://openshift.tv: + addition_method: manual content_hash: 47ac2711865a914012d2661f0493cc3454d6105685d1b4122688854a3b7c5e72 description: '' health_score: 100.0 @@ -184433,8 +192708,8 @@ https://openshift.tv: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://opensource.builders: + addition_method: manual content_hash: 2e150f077143643ca531740d42d88073f72a8181c55cad3fa63468bc59c28b65 description: '' health_score: 100.0 @@ -184451,8 +192726,8 @@ https://opensource.builders: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://opensource.com: + addition_method: manual ai_summary: A highly regarded knowledge portal advocating for open-source methodology, presenting high-quality DevOps tutorials, community case studies, and systemic architectural writeups. @@ -184479,8 +192754,8 @@ https://opensource.com: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/16/12/cidr-network-notation-configuration-linux: + addition_method: manual content_hash: be6e28d8ffde97fa2d84fec9eae25475cd39c244c5829b8a2edee95a7a3bb605 description: '' health_score: 100.0 @@ -184497,8 +192772,8 @@ https://opensource.com/article/16/12/cidr-network-notation-configuration-linux: v2_locations: - networking.md year: N/A - addition_method: manual https://opensource.com/article/18/10/sre-startup: + addition_method: manual ai_summary: A practical exploration focusing on running SRE frameworks inside small-scale startups. Proposes strategies for establishing basic SLIs and SLOs under strict budget conditions. @@ -184525,8 +192800,8 @@ https://opensource.com/article/18/10/sre-startup: v2_locations: - sre.md year: N/A - addition_method: manual https://opensource.com/article/18/12/testing-ansible-roles-molecule: + addition_method: manual content_hash: 21cc8b4e205eb9d1c63eeb639c38e3aca107f529b92fd8df12869e17870ba149 description: '' health_score: 100.0 @@ -184542,8 +192817,8 @@ https://opensource.com/article/18/12/testing-ansible-roles-molecule: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/18/3/how-use-ansible-set-system-monitoring-prometheus: + addition_method: manual content_hash: 404fda27922360cb07c3fcea3b0ef9d23797c1a795f3b178c491dc6dc23be23e description: '' health_score: 100.0 @@ -184559,8 +192834,8 @@ https://opensource.com/article/18/3/how-use-ansible-set-system-monitoring-promet v2_locations: - prometheus.md year: N/A - addition_method: manual https://opensource.com/article/18/4/learn-advanced-ssh-commands-new-cheat-sheet: + addition_method: manual content_hash: 0a84f52b9abd97e0f7e329693bd3511e767931a179f96aeb17a2372fdeb61eaf description: '' health_score: 100.0 @@ -184576,8 +192851,8 @@ https://opensource.com/article/18/4/learn-advanced-ssh-commands-new-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/article/18/4/running-jenkins-builds-containers: + addition_method: manual ai_summary: Step-by-step tutorial addressing the orchestration of containerized workloads inside a Jenkins building phase. Evaluates Docker-in-Docker strategies and Kubernetes dynamic agents to avoid single-host execution bottlenecks and guarantee @@ -184607,8 +192882,8 @@ https://opensource.com/article/18/4/running-jenkins-builds-containers: - openshift-pipelines.md - jenkins.md year: N/A - addition_method: manual https://opensource.com/article/18/8/devops-jenkins-2: + addition_method: manual content_hash: 759e820f86a57c854218549a750bae0838e109053bba0905e7b226317e1457cb description: '' health_score: 100.0 @@ -184625,8 +192900,8 @@ https://opensource.com/article/18/8/devops-jenkins-2: v2_locations: - jenkins.md year: N/A - addition_method: manual https://opensource.com/article/18/8/what-cicd: + addition_method: manual ai_summary: A foundational article defining the mechanics of Continuous Integration and Continuous Deployment (CI/CD). Explores testing automation, continuous integration loops, and deployment pipelines. @@ -184653,8 +192928,8 @@ https://opensource.com/article/18/8/what-cicd: v2_locations: - cicd.md year: N/A - addition_method: manual https://opensource.com/article/18/9/distributed-tracing-microservices-world: + addition_method: manual content_hash: bd25ce732668e227fd68b524ce7eec0336bfadad24fb0a3eb129cc6cb50e7f43 description: '' health_score: 100.0 @@ -184670,8 +192945,8 @@ https://opensource.com/article/18/9/distributed-tracing-microservices-world: v2_locations: - monitoring.md year: N/A - addition_method: manual https://opensource.com/article/18/9/distributed-tracing-tools: + addition_method: manual content_hash: f2efb7a692cccd6df7f2cd7bc540f0d1342004739392eaee58522fe2ca117e8a description: '' health_score: 100.0 @@ -184687,8 +192962,8 @@ https://opensource.com/article/18/9/distributed-tracing-tools: v2_locations: - monitoring.md year: N/A - addition_method: manual https://opensource.com/article/19/11/introduction-monitoring-prometheus: + addition_method: manual content_hash: ce0b1908cbb7598f23e81c0ce651d4a85f6d365524642e291b8d6106fa4c18e7 description: '' health_score: 100.0 @@ -184704,8 +192979,8 @@ https://opensource.com/article/19/11/introduction-monitoring-prometheus: v2_locations: - prometheus.md year: N/A - addition_method: manual https://opensource.com/article/19/2/quickstart-guide-ansible: + addition_method: manual content_hash: d4a507a3eb2a8493d3997d7c2e510ddb6f74c5406383a0cb442096f91921e20b description: '' health_score: 100.0 @@ -184721,8 +192996,8 @@ https://opensource.com/article/19/2/quickstart-guide-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/19/2/scaling-postgresql-kubernetes-operators: + addition_method: manual content_hash: 43916c60f58533a7dedbe517acd9619822611056583d8b8aedce5640cc58fdd3 description: '' health_score: 100.0 @@ -184738,8 +193013,8 @@ https://opensource.com/article/19/2/scaling-postgresql-kubernetes-operators: v2_locations: - crunchydata.md year: N/A - addition_method: manual https://opensource.com/article/19/4/devops-pipeline: + addition_method: manual ai_summary: 'Curator Insight: Demystifies CI/CD pipeline construction using classic open-source tools like Jenkins and GitLab CI. Live Grounding: Provides an educational blueprint on source control integration, build automation, and deployment validation. @@ -184769,8 +193044,8 @@ https://opensource.com/article/19/4/devops-pipeline: v2_locations: - cicd.md year: N/A - addition_method: manual https://opensource.com/article/19/7/devops-vs-sysadmin: + addition_method: manual content_hash: 5ee2a785cf21aef75edf550af26f23c5fc1fc7c293a83689fa1d9603bc0fda51 description: '' health_score: 100.0 @@ -184787,8 +193062,8 @@ https://opensource.com/article/19/7/devops-vs-sysadmin: v2_locations: - devops.md year: N/A - addition_method: manual https://opensource.com/article/19/7/how-transition-career-devops-engineer: + addition_method: manual content_hash: c5ae3f15711ec7163fa14e226d56ad8d6bfa75c53afe2eaac5dcbf00c8839a5b description: '' health_score: 100.0 @@ -184804,8 +193079,8 @@ https://opensource.com/article/19/7/how-transition-career-devops-engineer: v2_locations: - devops.md year: N/A - addition_method: manual https://opensource.com/article/19/8/why-spinnaker-matters-cicd: + addition_method: manual content_hash: 085c461fc92db24d72ccd2e30858ad7dc9faddeb35e8c90efc3fc9b6c9726e2e description: '' health_score: 100.0 @@ -184821,8 +193096,8 @@ https://opensource.com/article/19/8/why-spinnaker-matters-cicd: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://opensource.com/article/19/9/intro-building-cicd-pipelines-jenkins: + addition_method: manual content_hash: 9633cf4545224ccfb7c5463d12c13cc8dfe557612991b0071d3249b5ed7f86b3 description: '' health_score: 100.0 @@ -184838,8 +193113,8 @@ https://opensource.com/article/19/9/intro-building-cicd-pipelines-jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://opensource.com/article/19/9/introduction-markdown: + addition_method: manual ai_summary: 'A foundational article outlining the philosophy and implementation of Markdown as an open-source plain-text formatting syntax. It highlights the productivity gains of writing in readable text without GUI editor lock-in. Double-Evidence: @@ -184869,8 +193144,8 @@ https://opensource.com/article/19/9/introduction-markdown: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://opensource.com/article/20/10/ansible-modules-linux: + addition_method: manual content_hash: 79d3d53935fbe40ca32e31808e8f7c33b0b4fc77082a8d401bae9ce86528287e description: '' health_score: 100.0 @@ -184886,8 +193161,8 @@ https://opensource.com/article/20/10/ansible-modules-linux: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/20/10/calendar-ansible: + addition_method: manual content_hash: d5c108da2288a3888ebceff281b9a48f27bbfe5c3ad537b6ca67cbca42380aa0 description: '' health_score: 100.0 @@ -184904,8 +193179,8 @@ https://opensource.com/article/20/10/calendar-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/20/10/first-day-ansible: + addition_method: manual content_hash: 5a675b26e774a2df72028d830532b7414a3885205d0f5ec7a93c5966b402378b description: '' health_score: 100.0 @@ -184921,8 +193196,8 @@ https://opensource.com/article/20/10/first-day-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/20/10/kubernetes-minecraft-ansible: + addition_method: manual content_hash: cf29e982d14d7f4f57e093aa0bf327890d5c2dae0377d16c7332c181162e37d5 description: '' health_score: 100.0 @@ -184939,8 +193214,8 @@ https://opensource.com/article/20/10/kubernetes-minecraft-ansible: v2_locations: - demos.md year: N/A - addition_method: manual https://opensource.com/article/20/11/git-aliases: + addition_method: manual ai_summary: Examines practical shell and Git aliases designed to accelerate daily CLI execution speeds. Explains configuration syntaxes for setting up logical macro shortcodes within global `.gitconfig` profiles. @@ -184968,8 +193243,8 @@ https://opensource.com/article/20/11/git-aliases: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/20/11/kubernetes-jobs-cronjobs: + addition_method: manual content_hash: f18cc3cef2d977e9badf8fb807be1dd641b7a61044d7d3fb5de3dc3fb312efb9 description: '' health_score: 100.0 @@ -184985,8 +193260,8 @@ https://opensource.com/article/20/11/kubernetes-jobs-cronjobs: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/20/11/kubernetes-scheduler: + addition_method: manual content_hash: 0a637b05778b970f7d0e7763d5d18120c2858ca878481eea4c348fee38c871d8 description: '' health_score: 100.0 @@ -185002,8 +193277,8 @@ https://opensource.com/article/20/11/kubernetes-scheduler: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/20/11/minishift-linux: + addition_method: manual content_hash: 4bee973917ddbef07ee2c69fdd6a7dcadc7ce01e927c335eb05ae9e627611efd description: '' health_score: 100.0 @@ -185019,8 +193294,8 @@ https://opensource.com/article/20/11/minishift-linux: v2_locations: - demos.md year: N/A - addition_method: manual https://opensource.com/article/20/11/run-kubernetes-locally: + addition_method: manual ai_summary: Explores four distinct routes for installing and running Kubernetes locally. Focuses on the trade-offs of using kind, Minikube, MicroK8s, and K3s, providing concrete deployment recommendations based on local operating systems. @@ -185048,8 +193323,8 @@ https://opensource.com/article/20/11/run-kubernetes-locally: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://opensource.com/article/20/12/ansible-lab: + addition_method: manual content_hash: 1ec246f6100a8025b6caff09eb6d4c54430a74e0bc5480e0bcc1ad9b4a25b1d6 description: '' health_score: 100.0 @@ -185065,8 +193340,8 @@ https://opensource.com/article/20/12/ansible-lab: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/20/12/containers-101: + addition_method: manual content_hash: 9433e4edf78493fe2263b8d6a5e75758656989c546608e4980194f3ca84ae9c4 description: '' health_score: 100.0 @@ -185082,8 +193357,8 @@ https://opensource.com/article/20/12/containers-101: v2_locations: - introduction.md year: N/A - addition_method: manual https://opensource.com/article/20/12/devops: + addition_method: manual content_hash: 974c9face4bf5308f3db0273b565db448d27184f4b2b621387c68c215edb6cdd description: '' health_score: 100.0 @@ -185099,8 +193374,8 @@ https://opensource.com/article/20/12/devops: v2_locations: - devops.md year: N/A - addition_method: manual https://opensource.com/article/20/12/it-budget-kubernetes: + addition_method: manual content_hash: 4b6cb0feb3377f9c9ae2f4a96d5f4c59ac556431b7fa5ba3d53a9d48c7d7c78e description: '' health_score: 100.0 @@ -185116,8 +193391,8 @@ https://opensource.com/article/20/12/it-budget-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/20/12/remote-devops: + addition_method: manual content_hash: ac3a4b755facf56809456f5925d3ceddac94876a1e0e17a9f2c3aec6d0722f24 description: '' health_score: 100.0 @@ -185133,8 +193408,8 @@ https://opensource.com/article/20/12/remote-devops: v2_locations: - devops.md year: N/A - addition_method: manual https://opensource.com/article/20/2/devops-beginners: + addition_method: manual content_hash: d0e1e82f8abfaea50482fcfcc8009e4d23bb192a26119edc84b7ab3ac27751a8 description: '' health_score: 100.0 @@ -185150,8 +193425,8 @@ https://opensource.com/article/20/2/devops-beginners: v2_locations: - devops.md year: N/A - addition_method: manual https://opensource.com/article/20/3/kubernetes-operator-sdk: + addition_method: manual content_hash: ec0bc70b2690ea56e3daa8e012ca04c2f41bc58b89aea8859c5b5fc25262c52c description: '' health_score: 100.0 @@ -185168,8 +193443,8 @@ https://opensource.com/article/20/3/kubernetes-operator-sdk: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://opensource.com/article/20/3/kubernetes-traefik: + addition_method: manual ai_summary: An introductory article explaining how to set up Traefik as an Ingress Controller in Kubernetes. It focuses on setting up path-based routing rules and using labels to automate routing table updates. @@ -185197,8 +193472,8 @@ https://opensource.com/article/20/3/kubernetes-traefik: v2_locations: - web-servers.md year: N/A - addition_method: manual https://opensource.com/article/20/3/meld: + addition_method: manual ai_summary: Curator Insight presents Meld as a highly visual diff and merge application for comparing files and directories. Live Grounding showcases its continuous integration into modern Git environments as an intuitive tool for resolving merge conflicts. @@ -185227,8 +193502,8 @@ https://opensource.com/article/20/3/meld: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/20/4/http-kubernetes-skipper: + addition_method: manual ai_summary: An introduction to Skipper, an open-source HTTP router created by Zalando. Explores its use case as a highly customizable Kubernetes ingress controller with extensive routing filters tailored for large-scale production architectures. @@ -185256,8 +193531,8 @@ https://opensource.com/article/20/4/http-kubernetes-skipper: v2_locations: - web-servers.md year: N/A - addition_method: manual https://opensource.com/article/20/5/kubectl-cheat-sheet: + addition_method: manual content_hash: acf16b982e0f8c9911d9d190e3dfc2cf89971dbdfae5736fa411fa156b159ed6 description: '' health_score: 100.0 @@ -185273,8 +193548,8 @@ https://opensource.com/article/20/5/kubectl-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/article/20/5/systemd-troubleshooting-tool: + addition_method: manual ai_summary: Details systemd commands like `journalctl` and `systemctl` to quickly diagnose platform failures. Focuses on unit analysis, log filtering, and identifying broken daemon dependency trees. @@ -185302,8 +193577,8 @@ https://opensource.com/article/20/5/systemd-troubleshooting-tool: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/20/6/container-orchestration: + addition_method: manual content_hash: a0e66d4e8ff006d366ec056fe22a3e5c9f6cf5d52db1b63ee5b649f05a5182cd description: '' health_score: 100.0 @@ -185319,8 +193594,8 @@ https://opensource.com/article/20/6/container-orchestration: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/20/6/devops-mindset: + addition_method: manual content_hash: e22a84cd6d24d2e31b60ca569e5ac7a964149cece3d38167e55ec7ee32263cac description: '' health_score: 100.0 @@ -185339,8 +193614,8 @@ https://opensource.com/article/20/6/devops-mindset: - devops.md - workfromhome.md year: N/A - addition_method: manual https://opensource.com/article/20/6/kubernetes-anniversary: + addition_method: manual content_hash: 640e0738255855f0f869f8f182d9e38a3fb56542a840e98cf75da21930bbbd55 description: '' health_score: 100.0 @@ -185356,8 +193631,8 @@ https://opensource.com/article/20/6/kubernetes-anniversary: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/20/6/linux-libraries: + addition_method: manual ai_summary: A comprehensive tutorial detailing the structural and behavioral differences between static (.a) and dynamic (.so) libraries in Linux. Explains compilation processes, linking mechanisms, and how loader environments resolve symbols at @@ -185385,8 +193660,8 @@ https://opensource.com/article/20/6/linux-libraries: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/20/7/automation-testing-cicd: + addition_method: manual content_hash: c25169ebda1f1a16f914baec81b08803517266f6eaf40ef870b880c4486c1c4b description: '' health_score: 100.0 @@ -185402,8 +193677,8 @@ https://opensource.com/article/20/7/automation-testing-cicd: v2_locations: - testops.md year: N/A - addition_method: manual https://opensource.com/article/20/7/docsify-github-pages: + addition_method: manual ai_summary: 'A technical guide explaining how to deploy a dynamic, zero-build documentation site using Docsify hosted on GitHub Pages. Docsify parses Markdown files on the fly in the browser, eliminating the static pre-compilation step. Double-Evidence: @@ -185435,8 +193710,8 @@ https://opensource.com/article/20/7/docsify-github-pages: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://opensource.com/article/20/7/git-repos-best-practices: + addition_method: manual ai_summary: Presents six essential strategies to clean and optimize repository structures in enterprise settings. Key practices include managing repository file sizes, structuring clean branching frameworks, using CI testing templates, and using @@ -185464,8 +193739,8 @@ https://opensource.com/article/20/7/git-repos-best-practices: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/20/7/kubernetes-analogy: + addition_method: manual content_hash: 822afdb5c029929e3de6563363c136d1028e3a9827e13cc6eac5c1772ca1ad0f description: '' health_score: 100.0 @@ -185481,8 +193756,8 @@ https://opensource.com/article/20/7/kubernetes-analogy: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/20/7/linux-shellhub: + addition_method: manual ai_summary: 'A technical guide exploring how to encapsulate SSH connections inside HTTP/HTTPS protocols using ShellHub, enabling secure connection establishment through restrictive outbound corporate firewalls. Double-Evidence: While typical @@ -185513,8 +193788,8 @@ https://opensource.com/article/20/7/linux-shellhub: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/20/7/open-source-test-automation-frameworks: + addition_method: manual content_hash: 59063ef5b94c5f61468ad6ffab6cc812fcd7d6fe753aa27a6afb2e189e8e82d3 description: '' health_score: 100.0 @@ -185530,8 +193805,8 @@ https://opensource.com/article/20/7/open-source-test-automation-frameworks: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://opensource.com/article/20/7/sysadmin-cheat-sheets: + addition_method: manual content_hash: 679e4ae2a289b98d09456e7371e73f8b2b417e162f22600a10aa08687b77ac2f description: '' health_score: 100.0 @@ -185547,8 +193822,8 @@ https://opensource.com/article/20/7/sysadmin-cheat-sheets: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/article/20/7/terraform-kubernetes: + addition_method: manual content_hash: 12130dbb370b3a56bd2fa5713a9d6f4ec4a8359f991b425ddc8606dbce7f651f description: '' health_score: 100.0 @@ -185564,8 +193839,8 @@ https://opensource.com/article/20/7/terraform-kubernetes: v2_locations: - demos.md year: N/A - addition_method: manual https://opensource.com/article/20/8/cerberus-test-automation: + addition_method: manual content_hash: 6105f7117865a47ddab995a952841badf303379865b09a5585389f33d62a05a3 description: '' health_score: 100.0 @@ -185582,8 +193857,8 @@ https://opensource.com/article/20/8/cerberus-test-automation: v2_locations: - testops.md year: N/A - addition_method: manual https://opensource.com/article/20/8/ingress-controllers-kubernetes: + addition_method: manual content_hash: 9f3636d4bdb7bcf4489a30a911e8854ab7f0119edecde0870b97ad0c814c86c6 description: '' health_score: 100.0 @@ -185599,8 +193874,8 @@ https://opensource.com/article/20/8/ingress-controllers-kubernetes: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://opensource.com/article/20/9/ansible: + addition_method: manual content_hash: a733cc847d11713f93f44effd8b2e526c08d4ed143450f9335c166225e4e4b30 description: '' health_score: 100.0 @@ -185616,8 +193891,8 @@ https://opensource.com/article/20/9/ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/20/9/ansible-modules-kubernetes: + addition_method: manual content_hash: 3667a370b95e8c78922add0c01e0b25a36cf2c8e9554ae97950c3f51f7e90ddc description: '' health_score: 100.0 @@ -185634,8 +193909,8 @@ https://opensource.com/article/20/9/ansible-modules-kubernetes: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/20/9/install-packages-ansible: + addition_method: manual content_hash: 1b7ca7d1d16e6400c1faad7b1836ed851585d8bc0be0afd7856156e42e661832 description: '' health_score: 100.0 @@ -185651,8 +193926,8 @@ https://opensource.com/article/20/9/install-packages-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/20/9/open-source-alternatives-confluence: + addition_method: manual content_hash: 08e48ed4f9c6ac1b5d360ff36f22be923a9255df727177db64b810fc2b7ddffc description: '' health_score: 100.0 @@ -185668,8 +193943,8 @@ https://opensource.com/article/20/9/open-source-alternatives-confluence: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://opensource.com/article/21/1/ansible: + addition_method: manual content_hash: b92cb7e8f40cf60b16dd72df043cd01752cc835b3998f12fe46b077dfe0ed43a description: '' health_score: 100.0 @@ -185685,8 +193960,8 @@ https://opensource.com/article/21/1/ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/21/1/improve-ansible-play: + addition_method: manual content_hash: 3a3978e7d2289e9f7d6aa9d72a13dd14c93d8f94b6036a21f36968deb6b9e436 description: '' health_score: 100.0 @@ -185702,8 +193977,8 @@ https://opensource.com/article/21/1/improve-ansible-play: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/21/1/kubeedge: + addition_method: manual content_hash: 58e14e4a0a8400a8da2a3e0015a1c34000b0319d0846c5b5df5a36492fccb624 description: '' health_score: 100.0 @@ -185720,8 +193995,8 @@ https://opensource.com/article/21/1/kubeedge: v2_locations: - edge-computing.md year: N/A - addition_method: manual https://opensource.com/article/21/1/kubernetes: + addition_method: manual content_hash: d8f497fba230c8b746d1c816e2d50df726020d268d747edf27e06e078ae111c0 description: '' health_score: 100.0 @@ -185737,8 +194012,8 @@ https://opensource.com/article/21/1/kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/21/10/chaos-engineering-kubernetes-ebook: + addition_method: manual content_hash: 9d53daed6932d9c4907ee8b06784cbe1688944d758fe77fcc1e92394d1faa802 description: '' health_score: 100.0 @@ -185754,8 +194029,8 @@ https://opensource.com/article/21/10/chaos-engineering-kubernetes-ebook: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://opensource.com/article/21/10/check-java-jps: + addition_method: manual ai_summary: Curator Insight outlines checking Java virtual machine processes via JVM Process Status tool (`jps`). Live Grounding highlights its indispensability for enterprise administrators deploying big data pipelines (such as Kafka or Hadoop) @@ -185785,8 +194060,8 @@ https://opensource.com/article/21/10/check-java-jps: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/10/kubernetes-networkpolicy: + addition_method: manual content_hash: b8f34d1b23d38a7ee35876d89906e9d4b0a1348e272ddfb920b0c2478595b749 description: '' health_score: 100.0 @@ -185802,8 +194077,8 @@ https://opensource.com/article/21/10/kubernetes-networkpolicy: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://opensource.com/article/21/10/linux-tools-erase-data: + addition_method: manual ai_summary: Curator Insight explores 4 specialized Linux command line tools for secure block storage sanitation. Live Grounding indicates that with SSDs and cloud block storages, traditional sector overwrites (`shred`) can be unreliable due @@ -185833,8 +194108,8 @@ https://opensource.com/article/21/10/linux-tools-erase-data: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/10/linux-wget-command: + addition_method: manual ai_summary: Curator Insight details powerful command structures for the classic recursive download utility `wget`. Live Grounding points to its common implementation in container build files to pull specific static artifacts, highlighting tricks @@ -185863,8 +194138,8 @@ https://opensource.com/article/21/10/linux-wget-command: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/10/memory-stats-linux-smem: + addition_method: manual ai_summary: Curator Insight details `smem` as an advanced memory reporting utility that computes Proportional Set Size (PSS) and Unique Set Size (USS). Live Grounding shows its extreme value compared to classic `free` or `top` commands, which can @@ -185894,8 +194169,8 @@ https://opensource.com/article/21/10/memory-stats-linux-smem: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/10/podman-windows-wsl: + addition_method: manual content_hash: 3d649c3fb075a9b79ae5498c3488956c97d120170bf6dcc2d7d133685ab42d87 description: '' health_score: 100.0 @@ -185911,8 +194186,8 @@ https://opensource.com/article/21/10/podman-windows-wsl: v2_locations: - container-managers.md year: N/A - addition_method: manual https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton: + addition_method: manual content_hash: 334ad4f4ded9a80d1cd720706e48024ac4516a6538b61e3881aa072ed4a8aef6 description: '' health_score: 100.0 @@ -185929,8 +194204,8 @@ https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton: v2_locations: - tekton.md year: N/A - addition_method: manual https://opensource.com/article/21/11/cluster-logging-kubernetes: + addition_method: manual ai_summary: Provides an essential primer on the core Kubernetes logging architecture, explaining stdout/stderr streams, node-level log rotation, and log collector agents. Highly valued for explaining foundational mechanisms before diving into specific @@ -185959,8 +194234,8 @@ https://opensource.com/article/21/11/cluster-logging-kubernetes: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://opensource.com/article/21/11/cron-linux: + addition_method: manual ai_summary: Curator Insight provides tips on executing scheduled background scripts using `cron`. Live Grounding confirms that while modern Kubernetes systems run scheduled jobs via CronJobs, host-level standard `cron` remains a foundational @@ -185989,8 +194264,8 @@ https://opensource.com/article/21/11/cron-linux: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/11/kubernetes-dynamic-scheduling-tekton: + addition_method: manual content_hash: 9e04bfb2fd306809b0e0b600043c9ddc8cf42ae470b3837fe46ffd342e4c15d0 description: '' health_score: 100.0 @@ -186006,8 +194281,8 @@ https://opensource.com/article/21/11/kubernetes-dynamic-scheduling-tekton: v2_locations: - tekton.md year: N/A - addition_method: manual https://opensource.com/article/21/11/kubernetes-replicationcontroller: + addition_method: manual content_hash: 97ca23b26a110fe1ec7e76d1aa18e0fcbb921d9a7362524c71496d4beb77e981 description: '' health_score: 100.0 @@ -186023,8 +194298,8 @@ https://opensource.com/article/21/11/kubernetes-replicationcontroller: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/21/11/open-source-12-factor-app-methodology: + addition_method: manual content_hash: 01f1d81175e6b7eeff38a2e49e64e257e00521ea86f101f8dddc2debd3f4cfb3 description: '' health_score: 100.0 @@ -186040,8 +194315,8 @@ https://opensource.com/article/21/11/open-source-12-factor-app-methodology: v2_locations: - introduction.md year: N/A - addition_method: manual https://opensource.com/article/21/12/kubernetes-developer: + addition_method: manual ai_summary: A retrospective engineering article summarizing lessons learned from building and deploying microservices on Kubernetes. It highlights the paradigm shift of treating infrastructure-as-code and configuration as vital parts of the @@ -186069,8 +194344,8 @@ https://opensource.com/article/21/12/kubernetes-developer: v2_locations: - helm.md year: N/A - addition_method: manual https://opensource.com/article/21/12/kubernetes-gatekeeper: + addition_method: manual content_hash: 6d0e78335d439daec07c91587da0941ab2829e4b645e20e8a1817d9e57161d2d description: '' health_score: 100.0 @@ -186086,8 +194361,8 @@ https://opensource.com/article/21/12/kubernetes-gatekeeper: v2_locations: - demos.md year: N/A - addition_method: manual https://opensource.com/article/21/12/open-source-business-tools: + addition_method: manual content_hash: e2467e7a9d395596627062b8e2297166736e505b72a0e22a5640944293797115 description: '' health_score: 100.0 @@ -186103,8 +194378,8 @@ https://opensource.com/article/21/12/open-source-business-tools: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://opensource.com/article/21/12/open-source-mind-mapping-drawio: + addition_method: manual content_hash: 2b00796ced0c08bd32623444d887f79b88e394675315a9f5e32ffba0fa1666b0 description: '' health_score: 100.0 @@ -186115,8 +194390,8 @@ https://opensource.com/article/21/12/open-source-mind-mapping-drawio: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://opensource.com/article/21/12/open-source-security: + addition_method: manual ai_summary: 'Reviews five high-impact open-source security guidelines and registries created in 2021. Contrast: Curator Insight points to general documentation references, while Live Grounding highlights that these resources formed the basis of supply-chain @@ -186144,8 +194419,8 @@ https://opensource.com/article/21/12/open-source-security: v2_locations: - devsecops.md year: N/A - addition_method: manual https://opensource.com/article/21/12/sigstore-container-images: + addition_method: manual ai_summary: Explains how developers can use Sigstore's Cosign integration to guarantee image authenticity. Highlights structural differences between classic PGP setups and the identity-driven ledger approach utilized by modern DevSecOps frameworks. @@ -186173,8 +194448,8 @@ https://opensource.com/article/21/12/sigstore-container-images: v2_locations: - devsecops.md year: N/A - addition_method: manual https://opensource.com/article/21/2/ansible-origin-story: + addition_method: manual content_hash: e17735f6d6495433d56fe580849695463b07af7fcabeb318f6acbe3897f001ef description: '' health_score: 100.0 @@ -186190,8 +194465,8 @@ https://opensource.com/article/21/2/ansible-origin-story: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/21/2/devsecops: + addition_method: manual ai_summary: 'A framework outlining the transition phases required to replace manual gates with continuous, automated pipeline security verification. Contrast: Curator Insight prioritizes basic cultural shift milestones, whereas Live Grounding highlights @@ -186220,8 +194495,8 @@ https://opensource.com/article/21/2/devsecops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://opensource.com/article/21/2/kubernetes-namespaces: + addition_method: manual content_hash: d74af6f55a7aa87373921f023651472f17ab9b2d1d2637a24be76d0ffed61051 description: '' health_score: 100.0 @@ -186237,8 +194512,8 @@ https://opensource.com/article/21/2/kubernetes-namespaces: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/21/2/linux-automation: + addition_method: manual content_hash: 6190979cc0a072bd38744ed2f6c260d408177980f2a7e0b32811219e3db9707c description: '' health_score: 100.0 @@ -186254,8 +194529,8 @@ https://opensource.com/article/21/2/linux-automation: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/21/2/tempo-distributed-tracing: + addition_method: manual content_hash: 5ddefb99bfac95fbc33cad4b556ce08119170d95ff49267ec0e47ec2a7421814 description: '' health_score: 100.0 @@ -186271,8 +194546,8 @@ https://opensource.com/article/21/2/tempo-distributed-tracing: v2_locations: - monitoring.md year: N/A - addition_method: manual https://opensource.com/article/21/3/ansible-collections: + addition_method: manual content_hash: acac89ef4ab1109344341cc60da0021b06ef41cc6e7598ecb5b60ac82c557e73 description: '' health_score: 100.0 @@ -186289,8 +194564,8 @@ https://opensource.com/article/21/3/ansible-collections: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/21/3/ansible-sysadmin: + addition_method: manual content_hash: 8ecec6e7f647232520a90eb6b544a6153011a8863e94fb0324965065b6db225d description: '' health_score: 100.0 @@ -186306,8 +194581,8 @@ https://opensource.com/article/21/3/ansible-sysadmin: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/21/3/devops-documentation: + addition_method: manual content_hash: 21bb027b50a6366392491bcf5fa6c5de0a7b5624bbfbd4fe9993b9f3f160072c description: '' health_score: 100.0 @@ -186323,8 +194598,8 @@ https://opensource.com/article/21/3/devops-documentation: v2_locations: - devops.md year: N/A - addition_method: manual https://opensource.com/article/21/3/git-cherry-pick: + addition_method: manual ai_summary: Highlights specific practical scenarios where cherry-picking individual commits across branches is highly superior to full merges. Essential for surgical hotfix propagation and codebase refactoring in high-stakes production lines. @@ -186352,8 +194627,8 @@ https://opensource.com/article/21/3/git-cherry-pick: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/21/3/gitops: + addition_method: manual content_hash: 5df6365de20d2731a13a4e889e412ca64d301a1ad466e8e8d1e410e3d670f611 description: '' health_score: 100.0 @@ -186371,8 +194646,8 @@ https://opensource.com/article/21/3/gitops: - gitops.md - about.md year: N/A - addition_method: manual https://opensource.com/article/21/3/grep-cheat-sheet: + addition_method: manual ai_summary: Curator Insight details baseline pattern matching using the standard grep utility. Live Grounding emphasizes its absolute ubiquity across all Unix-like environments, while acknowledging modern alternatives like `ripgrep` for speed-critical @@ -186401,8 +194676,8 @@ https://opensource.com/article/21/3/grep-cheat-sheet: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/3/service-mesh: + addition_method: manual content_hash: af0a0a1da26754aea490bddccf7975b52f2025759c48fd364b425ed4a44f0120 description: '' health_score: 100.0 @@ -186418,8 +194693,8 @@ https://opensource.com/article/21/3/service-mesh: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://opensource.com/article/21/4/context-switching-git: + addition_method: manual ai_summary: Explores efficient productivity tactics for pivoting between hotfixes and active development cycles. Details native mechanisms including `git worktree` and `git stash` to manage disjointed working states and isolate development dependencies. @@ -186447,15 +194722,15 @@ https://opensource.com/article/21/4/context-switching-git: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/21/4/event-streaming-rudderstack: + addition_method: manual content_hash: 9c9e5980e1ea73ec2fc554d34bb2298779a1ad6f4fba94f1c7bdd6e46373a170 health_score: 100.0 last_checked: 1779030522.185611 v1_locations: - docs/message-queue.md - addition_method: manual https://opensource.com/article/21/4/git-stash: + addition_method: manual ai_summary: A detailed tutorial on managing dirty working directories using the Git stash mechanism. Presents clear architectural logic on the stash stack, covering pushes, pops, branch creations, and partial stashing to ease multi-task context @@ -186484,8 +194759,8 @@ https://opensource.com/article/21/4/git-stash: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/21/4/git-whatchanged: + addition_method: manual ai_summary: Demystifies commands used to inspect repository changes over time, including 'git whatchanged', 'git log -p', and 'git show'. It explains historical command nuances and highlights how to surgically target specific file histories and structural @@ -186514,8 +194789,8 @@ https://opensource.com/article/21/4/git-whatchanged: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/21/4/groovy-io: + addition_method: manual content_hash: 8dd62a7d3bd9384e4ac979ee4e6c30a7c7ecf7661511348529ee83c83abd3424 description: '' health_score: 100.0 @@ -186531,8 +194806,8 @@ https://opensource.com/article/21/4/groovy-io: v2_locations: - jenkins.md year: N/A - addition_method: manual https://opensource.com/article/21/4/load-balancing: + addition_method: manual ai_summary: A high-level introductory guide to load balancing strategies. It explains the differences between Layer 4 (TCP) and Layer 7 (HTTP) routing algorithms, making it a useful primer for developers designing multi-region architectures. @@ -186559,8 +194834,8 @@ https://opensource.com/article/21/4/load-balancing: v2_locations: - web-servers.md year: N/A - addition_method: manual https://opensource.com/article/21/4/process-json-data-ansible: + addition_method: manual ai_summary: Presents five robust approaches to parse, filter, and modify raw JSON parameters inside automated Ansible configurations. Focuses on using native filters and Jinja2 structures to orchestrate complex environment definitions. @@ -186589,8 +194864,8 @@ https://opensource.com/article/21/4/process-json-data-ansible: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://opensource.com/article/21/4/visualize-data-eda: + addition_method: manual content_hash: 0a4043a3d440a51095648ef3bf3b18d23339b0fd79d63c23f2358f3bdf114d93 description: '' health_score: 100.0 @@ -186607,8 +194882,8 @@ https://opensource.com/article/21/4/visualize-data-eda: v2_locations: - databases.md year: N/A - addition_method: manual https://opensource.com/article/21/5/jenkins-logs: + addition_method: manual content_hash: 8e76eacc9d1c839fd48d3ccc48d2bcb17950a2685662d79893d86d87b490e0b1 description: '' health_score: 100.0 @@ -186624,8 +194899,8 @@ https://opensource.com/article/21/5/jenkins-logs: v2_locations: - jenkins.md year: N/A - addition_method: manual https://opensource.com/article/21/5/kubernetes-cheat-sheet: + addition_method: manual content_hash: 6272d582315323024ca81f089455d4f6da15a42dc16c9ef397b8087e52c8fd59 description: '' health_score: 100.0 @@ -186641,8 +194916,8 @@ https://opensource.com/article/21/5/kubernetes-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/article/21/5/mysql-query-tuning: + addition_method: manual content_hash: a72e967557aaa66be1314d84a7bb3398eb18d38b85cbb39fd7f2b158e314f9ef description: '' health_score: 100.0 @@ -186658,8 +194933,8 @@ https://opensource.com/article/21/5/mysql-query-tuning: v2_locations: - databases.md year: N/A - addition_method: manual https://opensource.com/article/21/5/python-38-features: + addition_method: manual content_hash: 0b26d2111a2b0f752fee6d5534f7e7151451f4cb9094d92213a22babdc1730f4 description: '' health_score: 100.0 @@ -186676,8 +194951,8 @@ https://opensource.com/article/21/5/python-38-features: v2_locations: - python.md year: N/A - addition_method: manual https://opensource.com/article/21/6/bash-config: + addition_method: manual ai_summary: A step-by-step tutorial explaining how to parse standard configuration files natively in Bash. Evaluates structured file inputs (like INI or key-value structures) without deploying external parsing tools. @@ -186705,8 +194980,8 @@ https://opensource.com/article/21/6/bash-config: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/6/kustomize-kubernetes: + addition_method: manual content_hash: b9764bc2708720deb74afb44404e7fc86954cf2ec4fc2c766d1e7182bcb5ba88 description: '' health_score: 100.0 @@ -186722,8 +194997,8 @@ https://opensource.com/article/21/6/kustomize-kubernetes: v2_locations: - kustomize.md year: N/A - addition_method: manual https://opensource.com/article/21/6/migrate-vms-kubernetes-forklift: + addition_method: manual content_hash: c107b18a084266e6c92b5fc95306fab2c934dcd97b7d077c2baf9e536cebd8d4 description: '' health_score: 100.0 @@ -186740,8 +195015,8 @@ https://opensource.com/article/21/6/migrate-vms-kubernetes-forklift: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://opensource.com/article/21/7/automating-argo-cd: + addition_method: manual ai_summary: Demonstrates automated resource creation setups in Argo CD. Guides administrators in defining dynamic generators to instantiate isolated tenant clusters without human manual action. @@ -186769,8 +195044,8 @@ https://opensource.com/article/21/7/automating-argo-cd: v2_locations: - argo.md year: N/A - addition_method: manual https://opensource.com/article/21/7/check-disk-space-linux-du: + addition_method: manual ai_summary: Curator Insight explores the usage of the classic `du` disk usage command. Live Grounding confirms that while interactive visual tools like `ncdu` offer faster user-level navigation, `du` is highly integrated into automated cron scripts @@ -186799,8 +195074,8 @@ https://opensource.com/article/21/7/check-disk-space-linux-du: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/7/developer-productivity-linux: + addition_method: manual content_hash: 843c9f34ecb7e46c71b17382df00194bf433cab9293595b404e4dfe30d4ece66 description: '' health_score: 100.0 @@ -186817,8 +195092,8 @@ https://opensource.com/article/21/7/developer-productivity-linux: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://opensource.com/article/21/7/kubectl: + addition_method: manual content_hash: 6abfcd0ea39d9397671f26851ee5122228fa5c47cc42bdd19d7db49c64120dd3 description: '' health_score: 100.0 @@ -186834,8 +195109,8 @@ https://opensource.com/article/21/7/kubectl: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://opensource.com/article/21/7/linux-podman: + addition_method: manual content_hash: fca417b6b48ebaf5282f6587f0850adea31ecf2500edeaa8dd40abd2d4a9e233 description: '' health_score: 100.0 @@ -186851,8 +195126,8 @@ https://opensource.com/article/21/7/linux-podman: v2_locations: - container-managers.md year: N/A - addition_method: manual https://opensource.com/article/21/7/open-source-invoicing-po: + addition_method: manual content_hash: c2980e45bb57719eb58ecdcd91e535e213d97e1c64b8f365f59289bf14e2a4df description: '' health_score: 100.0 @@ -186868,8 +195143,8 @@ https://opensource.com/article/21/7/open-source-invoicing-po: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://opensource.com/article/21/7/parse-xml-linux: + addition_method: manual ai_summary: Curator Insight introduces XMLStarlet for command-line XML parsing and schema transformation. Live Grounding confirms that despite the widespread pivot to JSON and YAML formats in cloud-native platforms, XMLStarlet is still essential @@ -186899,8 +195174,8 @@ https://opensource.com/article/21/7/parse-xml-linux: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/7/run-prometheus-home-container: + addition_method: manual content_hash: 7daa2ffc959189a907b0a5e5d8c260d196ecf737c6d48aeb5825001999a7a07c description: '' health_score: 100.0 @@ -186916,8 +195191,8 @@ https://opensource.com/article/21/7/run-prometheus-home-container: v2_locations: - prometheus.md year: N/A - addition_method: manual https://opensource.com/article/21/7/system-administrators: + addition_method: manual content_hash: 264b5dabab73694654a8db6717eb199cb66b1a6abe6b4f3dc4859c65e7f678f2 description: '' health_score: 100.0 @@ -186933,8 +195208,8 @@ https://opensource.com/article/21/7/system-administrators: v2_locations: - introduction.md year: N/A - addition_method: manual https://opensource.com/article/21/7/wildfly: + addition_method: manual content_hash: 0d0f458227503b8aa82149bab003a1f70ae1b330e5251dc328bb6ea2a5235490 description: '' health_score: 100.0 @@ -186950,8 +195225,8 @@ https://opensource.com/article/21/7/wildfly: v2_locations: - java_app_servers.md year: N/A - addition_method: manual https://opensource.com/article/21/8/argo-cd: + addition_method: manual content_hash: a29406645a4687a9dfb0d2af4260271c06026d5704499aeeb8c13213dd99da6d description: '' health_score: 100.0 @@ -186967,8 +195242,8 @@ https://opensource.com/article/21/8/argo-cd: v2_locations: - demos.md year: N/A - addition_method: manual https://opensource.com/article/21/8/container-image: + addition_method: manual content_hash: 53a439c764629d8b61ec4b62dba8c98b67e657080f6ba539b47dab4400df1a5c description: '' health_score: 100.0 @@ -186984,8 +195259,8 @@ https://opensource.com/article/21/8/container-image: v2_locations: - docker.md year: N/A - addition_method: manual https://opensource.com/article/21/8/gitops: + addition_method: manual content_hash: 269f048d774beb9839aaa45a5bc7fd55f4b973287012a8c52050d9a43b8bd8ec description: '' health_score: 100.0 @@ -187001,8 +195276,8 @@ https://opensource.com/article/21/8/gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://opensource.com/article/21/8/linux-stat-file-status: + addition_method: manual ai_summary: Curator Insight introduces the `stat` command for deep-dive analysis of file and file system status. Live Grounding showcases its usage in automated build scripts to retrieve Unix permission masks and precise inode creation timestamps. @@ -187031,8 +195306,8 @@ https://opensource.com/article/21/8/linux-stat-file-status: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/8/option-parsing-bash: + addition_method: manual ai_summary: This guide explains standard option parsing techniques in shell scripts using built-in commands like `getopts`. Helps build intuitive command-line flags and parameters for user-facing automation. @@ -187060,8 +195335,8 @@ https://opensource.com/article/21/8/option-parsing-bash: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/21/8/python-argparse: + addition_method: manual content_hash: 22780638211e61ab99642aa3e17713f92907451bcfdfa49876386d24e82b5e65 description: '' health_score: 100.0 @@ -187077,8 +195352,8 @@ https://opensource.com/article/21/8/python-argparse: v2_locations: - python.md year: N/A - addition_method: manual https://opensource.com/article/21/8/terraform-deploy-helm: + addition_method: manual content_hash: 109d410018063279d4ab13cb0dbc77119016abb33036c2ac5c75eceeda9c6414 description: '' health_score: 100.0 @@ -187095,8 +195370,8 @@ https://opensource.com/article/21/8/terraform-deploy-helm: v2_locations: - terraform.md year: N/A - addition_method: manual https://opensource.com/article/21/8/terraform-tips: + addition_method: manual content_hash: 548e2a4dcd9f51d7257ca3ed528e49513bb00c2b8b5c291ac84c4a6f89695f91 description: '' health_score: 100.0 @@ -187112,8 +195387,8 @@ https://opensource.com/article/21/8/terraform-tips: v2_locations: - terraform.md year: N/A - addition_method: manual https://opensource.com/article/21/9/alternatives-zoom: + addition_method: manual content_hash: 1dbb12ab3d26e386838d38f18f899ba5428508dc9ac4efa6f5e584d7b308c8ef description: '' health_score: 100.0 @@ -187129,8 +195404,8 @@ https://opensource.com/article/21/9/alternatives-zoom: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://opensource.com/article/21/9/ansible-anacron-automation: + addition_method: manual content_hash: 69450891a83fd8ec81153333046cee452c0d3b34b35ce5a3eb73a9b5af72d575 description: '' health_score: 100.0 @@ -187146,8 +195421,8 @@ https://opensource.com/article/21/9/ansible-anacron-automation: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/21/9/ansible-rest-apis: + addition_method: manual content_hash: 1a3d151462f75be96bca55b4d72287224c4b520d69f11a251693da0c000a468e description: '' health_score: 100.0 @@ -187165,8 +195440,8 @@ https://opensource.com/article/21/9/ansible-rest-apis: - ansible.md - about.md year: N/A - addition_method: manual https://opensource.com/article/21/9/build-website-jekyll: + addition_method: manual ai_summary: 'A deep-dive guide to Jekyll, the Ruby-based static site generator that powers GitHub Pages default build actions. Outlines site configuration, directory structure, liquid templating, and page compilation. Double-Evidence: While newer @@ -187197,8 +195472,8 @@ https://opensource.com/article/21/9/build-website-jekyll: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://opensource.com/article/21/9/keep-folders-tidy-ansible: + addition_method: manual content_hash: 716fbbfdab5dc5977d9b3f95fc91895d84cd1b5d124dbbc794fe148206648ec4 description: '' health_score: 100.0 @@ -187214,8 +195489,8 @@ https://opensource.com/article/21/9/keep-folders-tidy-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/21/9/unit-test-python: + addition_method: manual content_hash: 12b8f58d15975389d14a0beab43417e974f10eb942475ee9354ed7a607e9a953 description: '' health_score: 100.0 @@ -187231,8 +195506,8 @@ https://opensource.com/article/21/9/unit-test-python: v2_locations: - api.md year: N/A - addition_method: manual https://opensource.com/article/21/9/yaml-cheat-sheet: + addition_method: manual ai_summary: Curator Insight acts as an advanced quick-reference cheat sheet for writing clean and readable YAML schemas. Live Grounding points out how understanding data types (like anchors, blocks, and sequence syntax) prevents common compilation @@ -187261,8 +195536,8 @@ https://opensource.com/article/21/9/yaml-cheat-sheet: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://opensource.com/article/22/1/learn-ansible: + addition_method: manual content_hash: b9131c2bc2e30a4a078d2d0c766f7d2bf3760e0d465cec9acb79552632880c4e description: '' health_score: 100.0 @@ -187278,8 +195553,8 @@ https://opensource.com/article/22/1/learn-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://opensource.com/article/22/1/open-source-testing-framework: + addition_method: manual content_hash: e83c008504d99fd36ccfbe979f1cb9abf97c9cf6a5559d81ae93455e17fef89f description: '' health_score: 100.0 @@ -187295,8 +195570,8 @@ https://opensource.com/article/22/1/open-source-testing-framework: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://opensource.com/article/22/1/record-terminal-session-asciinema: + addition_method: manual ai_summary: Curator Insight details asciinema for recording CLI sessions into lightweight, text-based logs instead of video. Live Grounding confirms asciinema's position as the de facto standard for writing interactive documentation, capturing runbook @@ -187326,8 +195601,8 @@ https://opensource.com/article/22/1/record-terminal-session-asciinema: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/article/22/1/rocketchat-data-privacy: + addition_method: manual content_hash: 206d98953aee57f14f007203629447b711f37f59cdeaef865ec19e15755a4528 description: '' health_score: 100.0 @@ -187343,8 +195618,8 @@ https://opensource.com/article/22/1/rocketchat-data-privacy: v2_locations: - openshift.md year: N/A - addition_method: manual https://opensource.com/article/22/1/run-containers-without-sudo-podman: + addition_method: manual content_hash: bdeb5f100271c3582fd07945a91864cc3d7dfa1a12ffec2f31ed397c863644b6 description: '' health_score: 100.0 @@ -187360,8 +195635,8 @@ https://opensource.com/article/22/1/run-containers-without-sudo-podman: v2_locations: - container-managers.md year: N/A - addition_method: manual https://opensource.com/article/22/1/unit-testing-googletest-ctest: + addition_method: manual content_hash: 640b88f4da842f2f2cb726eb719538810c6678164bce2ff57f734f909516c6d4 description: '' health_score: 100.0 @@ -187377,8 +195652,8 @@ https://opensource.com/article/22/1/unit-testing-googletest-ctest: v2_locations: - qa.md year: N/A - addition_method: manual https://opensource.com/article/22/12/ddev: + addition_method: manual content_hash: 8f955a9ee0815525a11a4a14f00d895ad8a0ef3e617aebf418e7bd531ae27d2c description: '' health_score: 100.0 @@ -187395,8 +195670,8 @@ https://opensource.com/article/22/12/ddev: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://opensource.com/article/22/2/kubernetes-architecture: + addition_method: manual content_hash: f95c3984e3e68c127cf4f18ecc5e5412e7efdc428e7400772ea8632045651c99 description: '' health_score: 100.0 @@ -187412,8 +195687,8 @@ https://opensource.com/article/22/2/kubernetes-architecture: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/22/3/visual-map-kubernetes-deployment: + addition_method: manual content_hash: 89b242d380e7182e69afff2d97ad307d369445893b35ac48879c8a56f6c787bc description: '' health_score: 100.0 @@ -187429,8 +195704,8 @@ https://opensource.com/article/22/3/visual-map-kubernetes-deployment: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.com/article/22/4/customize-git-subcommands: + addition_method: manual ai_summary: Explains Git's extension architecture, showing how script files named 'git-*' added to system executable paths automatically register as custom subcommands. This is highly useful for building standardized company toolsets. @@ -187458,8 +195733,8 @@ https://opensource.com/article/22/4/customize-git-subcommands: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/22/4/git-branches: + addition_method: manual ai_summary: Utilizes tactile physical analogies (LEGO bricks) to demystify branch divergence, merging, and revision lineage. Highly useful for non-technical project managers or junior developers struggling with conceptualizing non-linear tree @@ -187488,8 +195763,8 @@ https://opensource.com/article/22/4/git-branches: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/22/4/git-push: + addition_method: manual ai_summary: Comprehensive manual covering safe patterns of pushing code, focusing on options like '--force-with-lease' versus '--force'. Provides patterns to protect upstream tracking states from destructive history alterations by other team members. @@ -187517,8 +195792,8 @@ https://opensource.com/article/22/4/git-push: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/22/4/git-tips: + addition_method: manual content_hash: 8ed5d8866fab5f9f4bb7ffbf1cdf6a5bee687cd7ac015e4ba69ad96e8837381b description: '' health_score: 100.0 @@ -187534,8 +195809,8 @@ https://opensource.com/article/22/4/git-tips: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/article/22/4/manage-git-commits-rebase-i-command: + addition_method: manual ai_summary: An expert-level exploration of the Git interactive rebase workflow. It explains how to restructure commits, fixup historical errors, drop unwanted experimental logs, and clean branch history to comply with strict upstream repository @@ -187565,8 +195840,8 @@ https://opensource.com/article/22/4/manage-git-commits-rebase-i-command: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/article/22/4/open-source-tools-developing-cloud: + addition_method: manual content_hash: 97c4677ad60e26136db932c1820ea8668bceb89b168121f542a1695025a77a65 description: '' health_score: 100.0 @@ -187582,8 +195857,8 @@ https://opensource.com/article/22/4/open-source-tools-developing-cloud: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://opensource.com/downloads/ansible-k8s-cheat-sheet: + addition_method: manual content_hash: 280934e24869a48f87344514a5ee4d74c85c0d60d674f4b8a5f5c5c6eb612571 description: '' health_score: 100.0 @@ -187599,8 +195874,8 @@ https://opensource.com/downloads/ansible-k8s-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/downloads/bash-programming-guide: + addition_method: manual ai_summary: An intensive, downloadable ebook designed to guide administrators from foundational scripting to structured program creation in Bash. Teaches logic flow, modular functions, and robust signal handling. @@ -187628,8 +195903,8 @@ https://opensource.com/downloads/bash-programming-guide: v2_locations: - linux.md year: N/A - addition_method: manual https://opensource.com/downloads/gnu-screen-cheat-sheet: + addition_method: manual content_hash: d42ac072993c85828adb8914e0c0e70dd1cb156ef9fef11d1bd4bbbf84755ea4 description: '' health_score: 100.0 @@ -187645,8 +195920,8 @@ https://opensource.com/downloads/gnu-screen-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/downloads/javascript-cheat-sheet: + addition_method: manual content_hash: b989e37dba0bb9dd5b8888e33b24653f32483cffd1aaa00bd05d7cc86388473f description: '' health_score: 100.0 @@ -187662,8 +195937,8 @@ https://opensource.com/downloads/javascript-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/downloads/jupyterlab-cheat-sheet: + addition_method: manual content_hash: 170387b5db303dfcf2034fa31e23629ebd2a94d836b941af74ad95310e887c55 description: '' health_score: 100.0 @@ -187679,8 +195954,8 @@ https://opensource.com/downloads/jupyterlab-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/downloads/logrotate-cheat-sheet: + addition_method: manual content_hash: cb2907bec996214547660df320c7e48f8eeecd2748e4a2af66816596cb8243dd description: '' health_score: 100.0 @@ -187696,8 +195971,8 @@ https://opensource.com/downloads/logrotate-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/downloads/mariadb-mysql-cheat-sheet: + addition_method: manual content_hash: f7c5688a9981ccb97c9327730ed835da05389448cad4dd101bf2e35b25db0a25 description: '' health_score: 100.0 @@ -187713,8 +195988,8 @@ https://opensource.com/downloads/mariadb-mysql-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/downloads/parted-cheat-sheet: + addition_method: manual content_hash: 65d2b157c685f165e7f0c06cebe98c71a1c549397b9ad03f1e5450cbcdf15d71 description: '' health_score: 100.0 @@ -187730,8 +196005,8 @@ https://opensource.com/downloads/parted-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/downloads/watch-cheat-sheet: + addition_method: manual content_hash: 48b57532a0899f0a4ce920dfa2ad7e4132168edc7ddafd9b59d1f9cff4697ff0 description: '' health_score: 100.0 @@ -187747,8 +196022,8 @@ https://opensource.com/downloads/watch-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://opensource.com/life/16/2/how-use-python-hack-your-ide: + addition_method: manual content_hash: e7e0e9f9b0027a5ef70471657296a2e105c3275afbec9e7692b752b45232df45 description: '' health_score: 100.0 @@ -187764,8 +196039,8 @@ https://opensource.com/life/16/2/how-use-python-hack-your-ide: v2_locations: - python.md year: N/A - addition_method: manual https://opensource.com/life/16/7/how-restore-older-file-versions-git: + addition_method: manual ai_summary: A targeted guide explaining the differences between `git checkout`, `git reset`, and `git revert` when restoring older files. It provides clear, risk-aware guidance on recovering historical changes without accidentally rewriting shared @@ -187793,8 +196068,8 @@ https://opensource.com/life/16/7/how-restore-older-file-versions-git: v2_locations: - git.md year: N/A - addition_method: manual https://opensource.com/tags/kubernetes: + addition_method: manual content_hash: 11ccf7088f65c70f9505a0ae494c446a54bb49a35a6b9b99080a3af28954c29d description: '' health_score: 100.0 @@ -187810,8 +196085,8 @@ https://opensource.com/tags/kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://opensource.google/projects/prometheus-slo-burn-example: + addition_method: manual content_hash: 5b6d8e3acaff84cdc3c9f594dcb9affd28189fdbc28b7895622dfb4158a4f230 description: '' health_score: 100.0 @@ -187822,8 +196097,8 @@ https://opensource.google/projects/prometheus-slo-burn-example: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://opensource.googleblog.com/2020/03/kpt-packaging-up-your-kubernetes.html: + addition_method: manual content_hash: 168c09716935f959b776fb98caa2f9b0f2fdd51330648679537056fd64617e76 description: '' health_score: 100.0 @@ -187840,8 +196115,8 @@ https://opensource.googleblog.com/2020/03/kpt-packaging-up-your-kubernetes.html: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://opensource.googleblog.com/2020/05/the-tekton-pipelines-beta-release.html: + addition_method: manual content_hash: d4e2b0104b2904653193130365aee58546fafdd409af2806d8f7c0d6f471211f description: '' health_score: 100.0 @@ -187857,8 +196132,8 @@ https://opensource.googleblog.com/2020/05/the-tekton-pipelines-beta-release.html v2_locations: - tekton.md year: N/A - addition_method: manual https://opensource.googleblog.com/2020/11/kubernetes-efficient-multi-zone.html: + addition_method: manual content_hash: 1d2c6a4d805d3b09ce4c3c1ac9e9ed9db2d114f9975aa905274471e49507f6d0 description: '' health_score: 100.0 @@ -187875,8 +196150,8 @@ https://opensource.googleblog.com/2020/11/kubernetes-efficient-multi-zone.html: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://opensource.googleblog.com/2022/01/Introducing%20Ephemeral%20Containers.html: + addition_method: manual content_hash: 70ba4c58f5b46484f3bc224623e5edaf3112ca0c37a7536411b9b9e11705d3f4 description: '' health_score: 100.0 @@ -187892,8 +196167,8 @@ https://opensource.googleblog.com/2022/01/Introducing%20Ephemeral%20Containers.h v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://opensource.guide: + addition_method: manual content_hash: 6fc754fc198fab27ef78ad497b3ef8d0a3f39bc1bdbd0cf69264dc61c6d5fb44 description: '' health_score: 100.0 @@ -187903,9 +196178,42 @@ https://opensource.guide: title: Open Source Guides v1_locations: [] year: N/A - addition_method: manual +https://opensource.guide/accessibility-best-practices-for-your-project: + addition_method: automatic + ai_summary: A comprehensive blueprint for integrating accessibility (a11y) standards + directly into open source repository lifecycles. It offers structural guidance + on establishing an ACCESSIBILITY.md policy, integrating automated compliance scans + (like axe DevTools or GitHub Scanner) into CI/CD pipelines, and enforcing alt-text + and keyboard navigation checks before merging pull requests. Highly relevant for + maintainers seeking to align their projects with W3C WCAG guidelines. + category: digital-money + complexity: intermediate + content_hash: 4b924f2468027f4f75cebc95aa7f6851af823e563408904855839f1f86effdb5 + description: Practical, actionable steps to make your open source project usable + by everyone, especially people with disabilities. + hierarchy: + - Open Source + - Project Management + - Accessibility (a11y) + is_microservice: false + language: en + last_checked: 1780352561.468548 + reputation_status: Vetted + reputation_summary: Official GitHub Open Source Guides addition. Highly vetted by + industry experts. + resource_type: article + social_preview_url: https://opensource.guide/assets/images/cards/accessibility-best-practices.png + source_provenance: X.com (GitHub) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Accessibility Best Practices for Your Project + year: '2026' ? https://opensource.microsoft.com/blog/2021/07/09/simple-steps-to-create-scalable-processes-to-deploy-ml-models-as-microservices -: content_hash: 4cfa6cb6094ec7699fddafca4d0aa3d641d40a13b2c387c1261a6c84872e9df7 +: addition_method: manual + content_hash: 4cfa6cb6094ec7699fddafca4d0aa3d641d40a13b2c387c1261a6c84872e9df7 health_score: 100.0 last_checked: 1779130495.024425 needs_ai_refresh: true @@ -187916,8 +196224,8 @@ https://opensource.guide: - docs/mlops.md v2_locations: - mlops.md - addition_method: manual https://opensource.substack.com/p/all-you-need-to-know-about-gitops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -187931,8 +196239,8 @@ https://opensource.substack.com/p/all-you-need-to-know-about-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://opentelemetry.io: + addition_method: manual content_hash: b839a0fba2f943b8306795fb28cc107445191679c49680b91a7979142e11b878 description: '' health_score: 100.0 @@ -187949,8 +196257,8 @@ https://opentelemetry.io: v2_locations: - monitoring.md year: N/A - addition_method: manual https://opentelemetry.io/blog/2023/k8s-runtime-observability: + addition_method: manual ai_summary: Provides step-by-step guidance on provisioning a Kubernetes cluster with built-in runtime observability using OpenTelemetry. It details standardizing telemetry signals (metrics, traces, logs) straight from the container runtime @@ -187978,8 +196286,8 @@ https://opentelemetry.io/blog/2023/k8s-runtime-observability: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://opentracing.io: + addition_method: manual content_hash: 3be8dd86992497c722e6b8166da9e990ef5cfdb9354c005c8e70d7a76edd6d2e description: '' health_score: 100.0 @@ -187995,8 +196303,8 @@ https://opentracing.io: v2_locations: - monitoring.md year: N/A - addition_method: manual https://openvim.com: + addition_method: manual ai_summary: 'An interactive, web-based sandbox designed to teach basic Vim command sequences interactively in a simulated terminal environment. Includes step-by-step navigation, editing, and file save challenges. Double-Evidence: The sandbox simplifies @@ -188025,8 +196333,8 @@ https://openvim.com: v2_locations: - linux.md year: N/A - addition_method: manual https://openwebinars.net/blog/13-errores-que-cometes-como-manager: + addition_method: manual content_hash: 85fdc71d16b81f0b444893b47edd04be4d741652322044b93c23d2bc75928c38 description: '' health_score: 100.0 @@ -188042,8 +196350,8 @@ https://openwebinars.net/blog/13-errores-que-cometes-como-manager: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://openwhisk.apache.org: + addition_method: manual content_hash: c6b0ff098fb3a500bd0e914aaa97c01d468b9cedb81ea99432613e365d8acceb description: '' health_score: 100.0 @@ -188059,8 +196367,8 @@ https://openwhisk.apache.org: v2_locations: - serverless.md year: N/A - addition_method: manual https://operatorframework.io/operator-capabilities: + addition_method: manual content_hash: ba0c4a14259a117a816aa42f716d79c13ed716708e0ecedc48bb60429ceecc78 description: '' health_score: 100.0 @@ -188076,8 +196384,8 @@ https://operatorframework.io/operator-capabilities: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://operatorhub.io: + addition_method: manual content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6 description: '' health_score: 100.0 @@ -188095,15 +196403,15 @@ https://operatorhub.io: - ocp4.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://operatorhub.io/operator/banzaicloud-kafka-operator: + addition_method: manual content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6 health_score: 100.0 last_checked: 1779031328.936709 v1_locations: - docs/monitoring.md - addition_method: manual https://operatorhub.io/operator/kubefed-operator: + addition_method: manual content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6 description: '' health_score: 100.0 @@ -188119,8 +196427,8 @@ https://operatorhub.io/operator/kubefed-operator: v2_locations: - ocp3.md year: N/A - addition_method: manual https://operatorhub.io/operator/kubestone: + addition_method: manual content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6 description: '' health_score: 100.0 @@ -188136,8 +196444,8 @@ https://operatorhub.io/operator/kubestone: v2_locations: - ocp4.md year: N/A - addition_method: manual https://operatorhub.io/operator/quay: + addition_method: manual content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6 description: '' health_score: 100.0 @@ -188153,8 +196461,8 @@ https://operatorhub.io/operator/quay: v2_locations: - ocp4.md year: N/A - addition_method: manual https://operatorhub.io/operator/robin-operator: + addition_method: manual content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6 description: '' health_score: 100.0 @@ -188170,8 +196478,8 @@ https://operatorhub.io/operator/robin-operator: v2_locations: - ocp4.md year: N/A - addition_method: manual https://operatorhub.io/operator/rook-ceph: + addition_method: manual content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6 description: '' health_score: 100.0 @@ -188189,15 +196497,15 @@ https://operatorhub.io/operator/rook-ceph: - ocp4.md - kubernetes-storage.md year: N/A - addition_method: manual https://operatorhub.io/operator/strimzi-kafka-operator: + addition_method: manual content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6 health_score: 100.0 last_checked: 1779030228.528257 v1_locations: - docs/monitoring.md - addition_method: manual https://opsdis.com/custom-monitoring-solution-with-grafana-prometheus-and-loki: + addition_method: manual content_hash: 46faab488312644d156f35b676a5316372e226700ad9c58ea160efa3359d7d57 description: '' health_score: 100.0 @@ -188209,8 +196517,8 @@ https://opsdis.com/custom-monitoring-solution-with-grafana-prometheus-and-loki: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://opssorry.substack.com/p/gitops-a-simple-approach-to-using: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188225,8 +196533,8 @@ https://opssorry.substack.com/p/gitops-a-simple-approach-to-using: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://opstree.github.io: + addition_method: manual content_hash: 56d6bc9ae97cb95be43f479e94839a1650f974a8b80b370f7e90382fc7547062 description: '' health_score: 100.0 @@ -188237,8 +196545,8 @@ https://opstree.github.io: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://orange-quarter.com/upskill-yourself-with-these-5-devops-resources: + addition_method: manual content_hash: 53f88bf13c013750d907f648f71e338beafc2acf09f8118486c900145d3c8b17 description: '' health_score: 100.0 @@ -188253,8 +196561,8 @@ https://orange-quarter.com/upskill-yourself-with-these-5-devops-resources: v2_locations: - devops.md year: N/A - addition_method: manual https://oravirt.wordpress.com/2014/10/01/getting-started-with-ansible-oracle: + addition_method: manual content_hash: 36742631ffacaa7a9edb7f3a59fed3bc2dc7620cf6408593c7fe1d320dd91411 description: '' health_score: 100.0 @@ -188270,8 +196578,8 @@ https://oravirt.wordpress.com/2014/10/01/getting-started-with-ansible-oracle: v2_locations: - ansible.md year: N/A - addition_method: manual https://oravirt.wordpress.com/2014/11/05/changes-in-ansible-oracle-v1-2: + addition_method: manual content_hash: 8067b377fce1f34c30b9b3df1c4af112418b2d3d7779e128e7b7bfcb4d30a70b description: '' health_score: 100.0 @@ -188287,8 +196595,8 @@ https://oravirt.wordpress.com/2014/11/05/changes-in-ansible-oracle-v1-2: v2_locations: - ansible.md year: N/A - addition_method: manual https://orchest.io: + addition_method: manual content_hash: d7272ab320201f42b0393687e0c03ed2466398cf1fdbef3a20890d5971525691 health_score: 100.0 last_checked: 1779130494.939062 @@ -188299,8 +196607,8 @@ https://orchest.io: - docs/python.md v2_locations: - python.md - addition_method: manual https://orchestrate.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188314,8 +196622,8 @@ https://orchestrate.io: v2_locations: - nosql.md year: N/A - addition_method: manual https://ordina-jworks.github.io/cloud/2020/08/28/kubernetes-clients-comparison.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188329,8 +196637,8 @@ https://ordina-jworks.github.io/cloud/2020/08/28/kubernetes-clients-comparison.h v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://ostechnix.com/kubernetes-features: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188344,8 +196652,8 @@ https://ostechnix.com/kubernetes-features: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://ot-container-kit.github.io/k8s-vault-webhook: + addition_method: manual ai_summary: An admission webhook targeting automated HashiCorp Vault secrets injection inside pod templates. Replaces the necessity for heavy sidecar container orchestration inside lightweight pods. @@ -188374,8 +196682,8 @@ https://ot-container-kit.github.io/k8s-vault-webhook: - devsecops.md - kubernetes-tools.md year: N/A - addition_method: manual https://otomi.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188389,8 +196697,8 @@ https://otomi.io: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://otterize.com/blog/mastering-kubernetes-networking-otterize-s-journey-in-cloud-native-packet-management: + addition_method: manual content_hash: 758775c46bd3a1b1c7da71ddbbc508cb6853502c44c361b707cfaf2a9d829781 description: '' health_score: 100.0 @@ -188402,8 +196710,8 @@ https://otterize.com/blog/mastering-kubernetes-networking-otterize-s-journey-in- v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://outdated.sh: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188417,8 +196725,8 @@ https://outdated.sh: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://overcast.blog/15-cloud-native-devops-tools-you-should-know-36129057a15c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188432,8 +196740,8 @@ https://overcast.blog/15-cloud-native-devops-tools-you-should-know-36129057a15c: v2_locations: - devops.md year: N/A - addition_method: manual https://overcast.blog/gitops-with-argocd-for-kubernetes-tips-and-tricks-4b926ba75f88: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188447,8 +196755,8 @@ https://overcast.blog/gitops-with-argocd-for-kubernetes-tips-and-tricks-4b926ba7 v2_locations: - argo.md year: N/A - addition_method: manual https://overcast.blog/kubernetes-argocd-gitlab-webhook-configuration-30bc5a75139e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188462,8 +196770,8 @@ https://overcast.blog/kubernetes-argocd-gitlab-webhook-configuration-30bc5a75139 v2_locations: - argo.md year: N/A - addition_method: manual https://overcast.blog/kubernetes-service-accounts-a-practical-guide-f99c1ed65483: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188477,8 +196785,8 @@ https://overcast.blog/kubernetes-service-accounts-a-practical-guide-f99c1ed65483 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://overmind.tech/blog/is-observability-relevant-for-terraform: + addition_method: manual content_hash: 8dad46f54a0ac6f95dd097846360e006db4e6c458d4e3e8aa556fdf5cd8baa5d description: '' health_score: 100.0 @@ -188494,8 +196802,8 @@ https://overmind.tech/blog/is-observability-relevant-for-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://ovidiuborlean.medium.com/networking-latency-measurement-in-kubernetes-with-sockperf-plugin-68283a0ed989: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188510,8 +196818,8 @@ https://ovidiuborlean.medium.com/networking-latency-measurement-in-kubernetes-wi v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://owasp.org/www-project-api-security: + addition_method: manual ai_summary: The official resource for OWASP API Security Top 10, detailing the most critical API vulnerability strategies (e.g., BOLA, Broken Object Level Authorization). Serves as the global industry benchmark for engineering and auditing secure, reliable @@ -188539,8 +196847,8 @@ https://owasp.org/www-project-api-security: v2_locations: - devsecops.md year: N/A - addition_method: manual https://owasp.org/www-project-kubernetes-top-ten: + addition_method: manual ai_summary: The official OWASP Kubernetes Top 10 project cataloging critical security issues. Helps engineering teams understand threat models ranging from insecure pod configurations to compromised secrets storage. @@ -188567,8 +196875,8 @@ https://owasp.org/www-project-kubernetes-top-ten: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://oxylabs.io/blog/python-web-scraping: + addition_method: manual content_hash: 30e56c4f04c45e12d55f6e9c58910ac28dad7f46a8a4f12e975cc98006cad7a3 description: '' health_score: 100.0 @@ -188584,8 +196892,8 @@ https://oxylabs.io/blog/python-web-scraping: v2_locations: - python.md year: N/A - addition_method: manual https://p2theme.com: + addition_method: manual content_hash: 556f1def82cfb31f03fbc89dfc189da12dd92599a95cdb7b86abb7f86f262486 description: '' health_score: 100.0 @@ -188596,8 +196904,8 @@ https://p2theme.com: v1_locations: - docs/workfromhome.md year: N/A - addition_method: manual https://packer.io: + addition_method: manual content_hash: 8be67f6953aafe0d0cae304f4d5e533780ee49d30b1c9604726af479300d661c description: '' health_score: 100.0 @@ -188608,8 +196916,8 @@ https://packer.io: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://packetpushers.net/podcasts/kubernetes-unpacked/ku046-do-kubernetes-certs-prepare-you-for-real-world-production: + addition_method: manual content_hash: a4e48f4476f58f23cffa29e5a0c9202dcb05f6c9707ed6a9c3b7b9e619c8adb4 description: '' health_score: 100.0 @@ -188626,8 +196934,8 @@ https://packetpushers.net/podcasts/kubernetes-unpacked/ku046-do-kubernetes-certs - kubernetes.md - index.md year: N/A - addition_method: manual https://pages.awscloud.com/GLOBAL-partner-DL-DevOps-weaveworks-ebook-2020-learn.html: + addition_method: manual ai_summary: Collaboratively published eBook introducing declarative GitOps operating models for EKS using Weaveworks technology. Outlines infrastructure-as-code, audit tracks, and drift correction techniques key to reliable pipeline operations. @@ -188656,8 +196964,8 @@ https://pages.awscloud.com/GLOBAL-partner-DL-DevOps-weaveworks-ebook-2020-learn. v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://pages.github.com: + addition_method: manual ai_summary: 'A static site hosting service offered directly by GitHub that takes HTML, CSS, and JavaScript files straight from a repository, optionally running them through a build process, and publishes a website. Double-Evidence: The primary @@ -188687,8 +196995,8 @@ https://pages.github.com: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://pagure.io/copr/copr: + addition_method: manual ai_summary: The primary source code repository for the Fedora Copr build system. Written in Python and C, it manages the backend queue, build systems, and user-facing API for custom RPM package generation. @@ -188715,9 +197023,9 @@ https://pagure.io/copr/copr: v2_locations: - linux.md year: N/A - addition_method: manual ? https://paigeshin1991.medium.com/drop-nuclear-bomb-on-your-aws-services-how-to-clear-your-entire-aws-account-in-3-seconds-53f28928e09c -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031096.689874 @@ -188731,8 +197039,8 @@ https://pagure.io/copr/copr: v2_locations: - aws.md year: N/A - addition_method: manual https://palaemon.io: + addition_method: manual content_hash: cd23991b4e02a17e5a224a1f8265c5a187ab366b40b8f8a14608371feb8f6e25 description: '' health_score: 100.0 @@ -188748,8 +197056,8 @@ https://palaemon.io: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://palak-bhawsar.hashnode.dev/automated-cicd-pipeline-for-java-project: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -188763,8 +197071,8 @@ https://palak-bhawsar.hashnode.dev/automated-cicd-pipeline-for-java-project: v2_locations: - jenkins.md year: N/A - addition_method: manual https://palark.com/blog/advanced-helm-templating: + addition_method: manual ai_summary: Deep architectural guide focused on unlocking Go template capabilities in Helm. Teaches loop logic, conditional scopes, and standard library variables for highly dynamic charts. @@ -188786,8 +197094,8 @@ https://palark.com/blog/advanced-helm-templating: v2_locations: - helm.md year: '2021' - addition_method: manual https://palark.com/blog/best-practices-kubernetes-part-1: + addition_method: manual content_hash: 905eed66f09746942b41591a31a1ed398ffa73a3fb4096858de0ad3382790e90 health_score: 100.0 last_checked: 1779130494.983406 @@ -188799,16 +197107,16 @@ https://palark.com/blog/best-practices-kubernetes-part-1: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://palark.com/blog/best-practices-kubernetes-part-2: + addition_method: manual content_hash: 7a74e6658bfbbf90193d0a19c85483dd7f305c183a9d92bb9eb56d011b671e2e health_score: 100.0 last_checked: 1779130494.977542 needs_ai_refresh: true v1_locations: - docs/kubernetes.md - addition_method: manual https://palark.com/blog/chaos-engineering-in-kubernetes-open-source-tools: + addition_method: manual content_hash: bae09de395863e712cbde185ff95bfe425a32e86ef50253c7faf79906d76ddba health_score: 100.0 last_checked: 1779130494.929723 @@ -188820,8 +197128,8 @@ https://palark.com/blog/chaos-engineering-in-kubernetes-open-source-tools: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md - addition_method: manual https://palark.com/blog/chaos-mesh-in-kubernetes: + addition_method: manual content_hash: 93378cca8d16ba0100aab398a2424b51ce17acef1b4abb02ec43b1ccc56ad033 health_score: 100.0 last_checked: 1779130495.033291 @@ -188833,8 +197141,8 @@ https://palark.com/blog/chaos-mesh-in-kubernetes: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md - addition_method: manual https://palark.com/blog/comparing-ingress-controllers-for-kubernetes: + addition_method: manual content_hash: c6b0dd353dfae44b3a55381e8a04a1fdd0fa079d471be810095ddc97b3af24a5 health_score: 100.0 last_checked: 1779130494.95287 @@ -188846,8 +197154,8 @@ https://palark.com/blog/comparing-ingress-controllers-for-kubernetes: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://palark.com/blog/comparing-kubernetes-operators-for-postgresql: + addition_method: manual content_hash: 272d73556492d8642f06ea7b86f0a161678c9e7486e6dba9bd475291603a0288 health_score: 100.0 last_checked: 1779130494.954292 @@ -188859,8 +197167,8 @@ https://palark.com/blog/comparing-kubernetes-operators-for-postgresql: - docs/databases.md v2_locations: - databases.md - addition_method: manual https://palark.com/blog/failure-stories-elasticsearch-migration-within-kubernetes: + addition_method: manual content_hash: aa4c9604c0cb0cdd809d3358cd84c0c97358bfa40690a8d4d5802e70bbb1c75a health_score: 100.0 last_checked: 1779130494.932447 @@ -188872,8 +197180,8 @@ https://palark.com/blog/failure-stories-elasticsearch-migration-within-kubernete - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://palark.com/blog/ha-keycloak-infinispan-kubernetes: + addition_method: manual ai_summary: A highly technical guide focusing on running fault-tolerant Keycloak deployments using Infinispan for cross-site distributed caching inside Kubernetes. It addresses cluster auto-discovery, cache partition settings, and state transfer @@ -188895,8 +197203,8 @@ https://palark.com/blog/ha-keycloak-infinispan-kubernetes: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://palark.com/blog/kubenav-managing-kubernetes-from-smartphone: + addition_method: manual ai_summary: Details kubenav, illustrating how mobile administrators can securely interact with multi-cluster APIs from mobile operating systems. complexity: Intermediate @@ -188917,8 +197225,8 @@ https://palark.com/blog/kubenav-managing-kubernetes-from-smartphone: v2_locations: - kubernetes-based-devel.md year: '2021' - addition_method: manual https://palark.com/blog/kubernetes-configmap-guide: + addition_method: manual content_hash: c1d2c21620ca1e4606aaf3f298e3fc7c04da22dbc2f0aedeffc80e6c8593635b health_score: 100.0 last_checked: 1779130494.965454 @@ -188930,8 +197238,8 @@ https://palark.com/blog/kubernetes-configmap-guide: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://palark.com/blog/kubernetes-security-with-kube-bench-and-kube-hunter: + addition_method: manual ai_summary: Explores proactive vulnerability scanning and automated compliance verification using kube-bench and kube-hunter. Compares their execution models to establish a multi-layered verification strategy inside target clusters. @@ -188953,8 +197261,8 @@ https://palark.com/blog/kubernetes-security-with-kube-bench-and-kube-hunter: v2_locations: - kubernetes-security.md year: '2021' - addition_method: manual https://palark.com/blog/kubernetes-services-interaction-monitoring-with-netflow: + addition_method: manual ai_summary: Explains how to monitor inter-service communication within Kubernetes by exporting NetFlow data from the underlying Linux network namespace. Curator insight notes its lightweight footprint, while grounding reminds that eBPF has @@ -188976,8 +197284,8 @@ https://palark.com/blog/kubernetes-services-interaction-monitoring-with-netflow: v2_locations: - kubernetes-monitoring.md year: '2021' - addition_method: manual https://palark.com/blog/kubernetes-snaphots-usage: + addition_method: manual content_hash: 0d39080edbeacbfd666d6b734805f46c8a6530af1ccb6e1efb74e5131fee2a7e health_score: 100.0 last_checked: 1779130495.013741 @@ -188989,8 +197297,8 @@ https://palark.com/blog/kubernetes-snaphots-usage: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://palark.com/blog/kubernetes-storage-performance-linstor-ceph-mayastor-vitastor: + addition_method: manual content_hash: c94c6bd3fc380133b1c48e3e8230aba2bc2453a02db2298a2a60e2bdaa4e0c49 health_score: 100.0 last_checked: 1779130495.008259 @@ -189002,8 +197310,8 @@ https://palark.com/blog/kubernetes-storage-performance-linstor-ceph-mayastor-vit - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://palark.com/blog/kui-hybrid-cli-gui-for-kubernetes: + addition_method: manual ai_summary: Detailed review of Kui as an alternative cluster navigation solution. Examines the performance gains from interactive table-to-details rendering engine overlays. @@ -189024,8 +197332,8 @@ https://palark.com/blog/kui-hybrid-cli-gui-for-kubernetes: v2_locations: - kubernetes-based-devel.md year: '2021' - addition_method: manual https://palark.com/blog/okteto-cloud-for-local-development-in-kubernetes: + addition_method: manual ai_summary: Explains Okteto Cloud's infrastructure abstraction. Details how teams can deploy shared development clusters without the operational complexity of managing local hypervisors. @@ -189046,8 +197354,8 @@ https://palark.com/blog/okteto-cloud-for-local-development-in-kubernetes: v2_locations: - kubernetes-based-devel.md year: '2021' - addition_method: manual https://palark.com/blog/our-experience-with-postgres-operator-for-kubernetes-by-zalando: + addition_method: manual content_hash: 79663506d371deb0f4bb791ae481949565b0fb3dfc83af093c2741653b665b04 health_score: 100.0 last_checked: 1779130494.937979 @@ -189059,8 +197367,8 @@ https://palark.com/blog/our-experience-with-postgres-operator-for-kubernetes-by- - docs/demos.md v2_locations: - demos.md - addition_method: manual https://palark.com/blog/small-local-kubernetes-comparison: + addition_method: manual ai_summary: A performance analysis measuring memory footprints and load times of lightweight Kubernetes tools. Compares k0s, MicroK8s, kind, k3s, and Minikube to find the most efficient environment for local experiments. @@ -189083,8 +197391,8 @@ https://palark.com/blog/small-local-kubernetes-comparison: v2_locations: - kubernetes-based-devel.md year: '2021' - addition_method: manual https://palark.com/blog/tag/kubernetes: + addition_method: manual content_hash: f3c3597cbe87361b7091be53b604f2f02f0e2993be07dbc466bfa13d3234b0b3 health_score: 100.0 last_checked: 1779130495.025488 @@ -189096,8 +197404,8 @@ https://palark.com/blog/tag/kubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://pandas.pydata.org/pandas-docs/stable/reshaping.html: + addition_method: manual content_hash: 2474fc79fc3d8b5664d1816344cf271393662d4ccad75c5b315c4d0842ccec0f health_score: 100.0 last_checked: 1779030655.266962 @@ -189109,8 +197417,8 @@ https://pandas.pydata.org/pandas-docs/stable/reshaping.html: - docs/python.md v2_locations: - python.md - addition_method: manual https://pandastutor.com: + addition_method: manual content_hash: 5d9975463916c79200540748967ca868d40c2ec45e6889317e5512ccf8a13bbe description: '' health_score: 100.0 @@ -189126,8 +197434,8 @@ https://pandastutor.com: v2_locations: - python.md year: N/A - addition_method: manual https://pandorafms.com/blog/es/wsl2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189142,8 +197450,8 @@ https://pandorafms.com/blog/es/wsl2: v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://particular.net/blog/rpc-vs-messaging-which-is-faster: + addition_method: manual ai_summary: Provides a detailed comparative benchmark of Remote Procedure Call (RPC) protocols versus messaging-based asynchronous protocols. It highlights how latency, queue depths, network overhead, and decoupling impact application performance @@ -189173,8 +197481,8 @@ https://particular.net/blog/rpc-vs-messaging-which-is-faster: v2_locations: - message-queue.md year: N/A - addition_method: manual https://particule.io/en/blog/aws-federated-eks: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189188,8 +197496,8 @@ https://particule.io/en/blog/aws-federated-eks: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://particule.io/en/blog/cicd-ecr-ecs: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189203,8 +197511,8 @@ https://particule.io/en/blog/cicd-ecr-ecs: v2_locations: - git.md year: N/A - addition_method: manual https://particule.io/en/blog/thanos-monitoring: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189214,8 +197522,8 @@ https://particule.io/en/blog/thanos-monitoring: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://particule.io/en/blogcicd-github-registry: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189229,8 +197537,43 @@ https://particule.io/en/blogcicd-github-registry: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual +https://partiful.com/e/FJbZcfppRGdMVP1o534z: + addition_method: automatic + ai_summary: 'Curator Insight: A crucial practical showcase for Google''s agentic + engineering strategy, demonstrating how the newly released Agent Development Kit + (ADK) lowers the barrier to deploying robust multi-agent setups. Live Grounding + (MCP): Web indexing reveals high developer engagement during NYTechWeek 2026, + highlighting real-time orchestration, bidirectional media streaming capabilities, + and direct integrations with the Model Context Protocol (MCP) as standout features + of Google''s enterprise agent strategy.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 3d5639afd824958fee97d980b29af2dd13761e370665856b37e86cb601ba51dc + description: Hands-on workshop presenting Google's Agent Development Kit (ADK) to + build, run, and scale multi-agent architectures. + hierarchy: + - AI and Machine Learning + - AI Agents + - Frameworks and SDKs + is_microservice: false + language: English + last_checked: 1780352705.314502 + reputation_status: Vetted + reputation_summary: Official Google for Developers enablement event hosted during + the highly reputable NYTechWeek 2026 with no reported issues. + resource_type: event + social_preview_url: https://partiful.imgix.net/external/user/Dnj9jflXSkS29Y1RkgCgvyD97QG3/sBGXzdtl-NnQh5k2WnygL?w=1000&h=1000&fit=clip + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - GUIDE + title: Google Presents AI Learning Lab - NYTechWeek | Partiful + year: '2026' https://partlycloudy.blog/2020/05/29/horizontal-autoscaling-in-kubernetes-3-keda: + addition_method: manual content_hash: a96aec0c85771459dc093d360b6dd02a14ff539a928541cb99d44921114a7539 description: '' health_score: 100.0 @@ -189246,8 +197589,8 @@ https://partlycloudy.blog/2020/05/29/horizontal-autoscaling-in-kubernetes-3-keda v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://partlycloudy.blog/2020/07/08/release-to-k8s-like-a-pro-with-flagger: + addition_method: manual content_hash: 5451074f69cfccbd7bf1cd7281daf5fd04f9abc28051af7fe758f561af720523 description: '' health_score: 100.0 @@ -189263,8 +197606,8 @@ https://partlycloudy.blog/2020/07/08/release-to-k8s-like-a-pro-with-flagger: v2_locations: - gitops.md year: N/A - addition_method: manual https://past.jamaica-gleaner.com/article/business/20211224/amazon-outages-future-implications: + addition_method: manual content_hash: ca04376a70123dee3f9accf25ac5313238a239b74f2360cb5de1bbf84964201a health_score: 100.0 last_checked: 1779130495.030194 @@ -189276,8 +197619,8 @@ https://past.jamaica-gleaner.com/article/business/20211224/amazon-outages-future - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md - addition_method: manual https://patchthenet.medium.com/introduction-to-sql-injection-sql-injection-for-beginners-579c00431d40: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189291,8 +197634,8 @@ https://patchthenet.medium.com/introduction-to-sql-injection-sql-injection-for-b v2_locations: - devsecops.md year: N/A - addition_method: manual https://patrick.easte.rs/post/2022/forging-optimal-metallb-config: + addition_method: manual content_hash: f9f5a2d50f2b213ec662acd89b2c417f9e9843475d838b4510ab1eb526500dac description: '' health_score: 100.0 @@ -189308,8 +197651,8 @@ https://patrick.easte.rs/post/2022/forging-optimal-metallb-config: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://paul-the-kelly.medium.com/extending-the-kubernetes-api-using-operators-9ffc8364ae5c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189323,8 +197666,8 @@ https://paul-the-kelly.medium.com/extending-the-kubernetes-api-using-operators-9 v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://paulbutler.org/2024/the-haters-guide-to-kubernetes: + addition_method: manual content_hash: 5be92a5e955767feb10f34b07edefd173687c4224c0c0c90fe973a06ec3df73c description: '' health_score: 100.0 @@ -189341,8 +197684,8 @@ https://paulbutler.org/2024/the-haters-guide-to-kubernetes: - introduction.md - index.md year: N/A - addition_method: manual https://pauldally.medium.com/debugging-networkpolicy-part-1-249921cdba37: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189356,8 +197699,8 @@ https://pauldally.medium.com/debugging-networkpolicy-part-1-249921cdba37: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://pauldally.medium.com/debugging-networkpolicy-part-2-2d5c42d8465c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189371,8 +197714,8 @@ https://pauldally.medium.com/debugging-networkpolicy-part-2-2d5c42d8465c: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://pauldally.medium.com/horizontalpodautoscaler-uses-request-not-limit-to-determine-when-to-scale-97643d808997: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189387,8 +197730,8 @@ https://pauldally.medium.com/horizontalpodautoscaler-uses-request-not-limit-to-d v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://pauldally.medium.com/kubernetes-an-introduction-to-sidecars-21d99fbd7de3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189402,8 +197745,8 @@ https://pauldally.medium.com/kubernetes-an-introduction-to-sidecars-21d99fbd7de3 v2_locations: - kubernetes.md year: N/A - addition_method: manual https://pauldally.medium.com/kubernetes-application-high-availability-part-1-the-very-basic-basics-660a14fa81c7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189418,8 +197761,8 @@ https://pauldally.medium.com/kubernetes-application-high-availability-part-1-the v2_locations: - kubernetes.md year: N/A - addition_method: manual https://pauldally.medium.com/kubernetes-application-high-availability-part-2-more-basics-a1d9f9beea75: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189430,8 +197773,8 @@ https://pauldally.medium.com/kubernetes-application-high-availability-part-2-mor v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://pauldally.medium.com/kustomize-best-practices-part-1-86f9f22d2f20: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189445,8 +197788,8 @@ https://pauldally.medium.com/kustomize-best-practices-part-1-86f9f22d2f20: v2_locations: - kustomize.md year: N/A - addition_method: manual https://pauldally.medium.com/kustomize-best-practices-part-2-c560f1fa1409: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189460,8 +197803,8 @@ https://pauldally.medium.com/kustomize-best-practices-part-2-c560f1fa1409: v2_locations: - kustomize.md year: N/A - addition_method: manual https://pauldally.medium.com/kustomize-best-practices-part-3-1dbaa15fd16a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189475,8 +197818,8 @@ https://pauldally.medium.com/kustomize-best-practices-part-3-1dbaa15fd16a: v2_locations: - kustomize.md year: N/A - addition_method: manual https://pauldally.medium.com/structuring-dockerfiles-for-productivity-2681de4815a4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189490,9 +197833,9 @@ https://pauldally.medium.com/structuring-dockerfiles-for-productivity-2681de4815 v2_locations: - docker.md year: N/A - addition_method: manual ? https://pauldally.medium.com/why-leaving-pods-in-crashloopbackoff-can-have-a-bigger-impact-than-you-might-think-c0d3dbd067a -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030018.864096 @@ -189506,8 +197849,8 @@ https://pauldally.medium.com/structuring-dockerfiles-for-productivity-2681de4815 v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://paulhammant.com/2013/04/05/what-is-trunk-based-development: + addition_method: manual ai_summary: A foundational historical article by Paul Hammant outlining the core mechanics and philosophy of Trunk-Based Development. It serves as an early conceptual introduction, explaining how avoiding long-lived branch models accelerates deployment @@ -189535,8 +197878,8 @@ https://paulhammant.com/2013/04/05/what-is-trunk-based-development: v2_locations: - git.md year: N/A - addition_method: manual https://paulhammant.com/2013/12/04/what_is_your_branching_model: + addition_method: manual ai_summary: A historic, foundational architectural evaluation of team branching models (Trunk-Based Development vs GitFlow). This taxonomy has highly influenced the structural thinking behind contemporary 2026 microservices architectures and @@ -189564,8 +197907,8 @@ https://paulhammant.com/2013/12/04/what_is_your_branching_model: v2_locations: - git.md year: N/A - addition_method: manual https://paulhammant.com/2014/04/03/microsofts-trunk-based-development: + addition_method: manual ai_summary: This retrospective case study examines Microsoft's transition to trunk-based patterns for large-scale enterprise suites like Windows and Office. It highlights the custom tooling, engineering discipline, and scalability strategies required @@ -189594,8 +197937,8 @@ https://paulhammant.com/2014/04/03/microsofts-trunk-based-development: v2_locations: - git.md year: N/A - addition_method: manual https://pawelurbanek.com/asdf-docker-development: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189609,8 +197952,8 @@ https://pawelurbanek.com/asdf-docker-development: v2_locations: - docker.md year: N/A - addition_method: manual https://payara.fish: + addition_method: manual content_hash: 1b124ea2a152f4c8657943528914838d631807e2b407881c974307944c4a6644 health_score: 100.0 last_checked: 1779130494.96993 @@ -189624,8 +197967,8 @@ https://payara.fish: v2_locations: - java_frameworks.md - java_app_servers.md - addition_method: manual https://pbpython.com: + addition_method: manual content_hash: 6694a97a6b30c8db38799cdd2698c593150fcd680b436c5caeb64bb69335779b health_score: 100.0 last_checked: 1779030572.43664 @@ -189637,24 +197980,24 @@ https://pbpython.com: - docs/python.md v2_locations: - python.md - addition_method: manual https://pbpython.com/pandas-google-forms-part1.html: + addition_method: manual content_hash: 3e237668d5788f598fc562191a20ac6485e324caaa3f857faeff85523e1a7573 health_score: 100.0 last_checked: 1779029507.343057 needs_ai_refresh: true v1_locations: - docs/python.md - addition_method: manual https://pbpython.com/pandas-pivot-table-explained.html: + addition_method: manual content_hash: b5dfb3f4d728ffa0c07ab7cb98b6411f9d0fbcb504b335cee6f9db23248b2ab6 health_score: 100.0 last_checked: 1779031399.133662 needs_ai_refresh: true v1_locations: - docs/python.md - addition_method: manual https://pbxbook.com/other/cidrcheat.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -189669,8 +198012,8 @@ https://pbxbook.com/other/cidrcheat.html: v2_locations: - networking.md year: N/A - addition_method: manual https://pcr.cloud-mercato.com: + addition_method: manual content_hash: ae149610e9c9ab28bef0d51452e89b588efef5dc71ee63d933895b4cb70e22fb description: '' health_score: 100.0 @@ -189686,8 +198029,8 @@ https://pcr.cloud-mercato.com: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://pentestmonkey.net/cheat-sheet/ssh-cheat-sheet: + addition_method: manual content_hash: 7a5742ef3cb8ad94a66e6b88043e741ef2561a82ad366b26a542dbdeecfd7251 health_score: 100.0 last_checked: 1779032344.418995 @@ -189699,8 +198042,8 @@ https://pentestmonkey.net/cheat-sheet/ssh-cheat-sheet: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://pepy.tech/project/strimzi-kafka-cli: + addition_method: manual content_hash: e3a43fd29da25b0000eff5c564348013461fc255bc0d48646b02374355d04296 description: '' health_score: 100.0 @@ -189711,8 +198054,8 @@ https://pepy.tech/project/strimzi-kafka-cli: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://pepy.tech/projects/strimzi-kafka-cli: + addition_method: manual ai_summary: 'Curator Insight: Download analytics and overview of the Strimzi Kafka CLI. Live Grounding: Provides python-based CLI tools to interactively administer Strimzi-managed custom resources, simplifying manual deployment, topic configuration, @@ -189734,8 +198077,8 @@ https://pepy.tech/projects/strimzi-kafka-cli: v2_locations: - message-queue.md year: '2024' - addition_method: manual https://performanceoptimize.blogspot.com/2017/04/RegularExpressionCheatSheet.html: + addition_method: manual content_hash: d5f0cad67408ad7ca965f3d2cccd26a5eb988a550fa03f0e8ab4a7bfc42c8b46 health_score: 100.0 last_checked: 1779029074.672206 @@ -189747,8 +198090,8 @@ https://performanceoptimize.blogspot.com/2017/04/RegularExpressionCheatSheet.htm - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://permission.site: + addition_method: manual ai_summary: 'An interactive utility playground showcasing browser-level security controls, cross-site scripting vulnerabilities, and API permission parameters. Contrast: Curator Insight highlights simple functional tests, whereas Live Grounding @@ -189777,8 +198120,8 @@ https://permission.site: v2_locations: - devsecops.md year: N/A - addition_method: manual https://phauer.com/2018/moving-back-from-gradle-to-maven: + addition_method: manual ai_summary: A classic architectural post dissecting the decision to revert from Gradle back to Maven. Weighs the benefits of Maven's static declarativeness against Gradle's imperative flexibility. @@ -189806,8 +198149,8 @@ https://phauer.com/2018/moving-back-from-gradle-to-maven: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://phoenixnap.com/blog/kubernetes-vs-openshift: + addition_method: manual content_hash: c51b6ed2dcaabfd8a5cbba6a711be1c84c986ece51594b5ce16645c932bda663 description: '' health_score: 100.0 @@ -189818,8 +198161,8 @@ https://phoenixnap.com/blog/kubernetes-vs-openshift: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://phoenixnap.com/blog/openshift-vs-kubernetes: + addition_method: manual content_hash: 942bf99c24278009bd81feb3044146a247caa95d9f1313dc7b9bbc6ea5d4d674 health_score: 100.0 last_checked: 1779130494.945963 @@ -189831,8 +198174,8 @@ https://phoenixnap.com/blog/openshift-vs-kubernetes: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://phoenixnap.com/blog/sre-vs-devops: + addition_method: manual ai_summary: An educational guide that outlines the operational boundaries and target objectives distinguishing SRE from DevOps. It features detailed structural comparisons highlighting specific KPI alignments, on-call expectations, and error budget implementation @@ -189860,8 +198203,8 @@ https://phoenixnap.com/blog/sre-vs-devops: v2_locations: - sre.md year: N/A - addition_method: manual https://phoenixnap.com/kb/kafka-on-kubernetes: + addition_method: manual ai_summary: 'Curator Insight: Comprehensive guide to running stateful Kafka clusters on Kubernetes platforms. Live Grounding: Outlines deploying Kafka utilizing statefulsets, configuring persistent volumes, and handling network routing. Explores the advantages @@ -189890,8 +198233,8 @@ https://phoenixnap.com/kb/kafka-on-kubernetes: v2_locations: - message-queue.md year: N/A - addition_method: manual https://phoenixnap.com/kb/linux-ssh-commands: + addition_method: manual ai_summary: 'A highly structured reference guide presenting standard SSH command variations, detailing tunneling parameters, remote command execution, port forwarding, and file transfers using SCP and SFTP. Double-Evidence: It lists basic syntax, @@ -189921,8 +198264,8 @@ https://phoenixnap.com/kb/linux-ssh-commands: v2_locations: - linux.md year: N/A - addition_method: manual https://pinboard.in/u:rmurphey/t:http2: + addition_method: manual content_hash: bf4c136caa4ad151ccbc284c50ca02cafa7a92897d59eaeaed3d12b39770cd2b description: '' health_score: 100.0 @@ -189933,8 +198276,8 @@ https://pinboard.in/u:rmurphey/t:http2: v1_locations: - docs/networking.md year: N/A - addition_method: manual https://pingcap.com/blog/chaos-mesh-action-integrate-chaos-engineering-into-your-ci: + addition_method: manual content_hash: 9a8370127b014dc8ef9a8d4caf99457b09790dcd80c18f4dd488e11f9b4aeb51 description: '' health_score: 100.0 @@ -189945,8 +198288,8 @@ https://pingcap.com/blog/chaos-mesh-action-integrate-chaos-engineering-into-your v1_locations: - docs/chaos-engineering.md year: N/A - addition_method: manual https://pionative.com/6-important-things-you-need-to-run-kubernetes-in-production: + addition_method: manual content_hash: 91ae6fb0e01a39774f4076aa2e9d3094ab4e70d1f2f3389866b2f4a7b34bdbbc health_score: 100.0 last_checked: 1779130494.957969 @@ -189957,8 +198300,8 @@ https://pionative.com/6-important-things-you-need-to-run-kubernetes-in-productio - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://piotrminkowski.com/2019/12/20/microservices-with-spring-cloud-kubernetes: + addition_method: manual content_hash: 915275c68f5839832d230cd4ba53337d39d5db66a606dfd9b807547801cbb5bb description: '' health_score: 100.0 @@ -189973,8 +198316,8 @@ https://piotrminkowski.com/2019/12/20/microservices-with-spring-cloud-kubernetes v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2020/03/10/best-practices-for-microservices-on-kubernetes: + addition_method: manual content_hash: fcfc5cfb7971af4056f3cc2773080667036dd6c065e70d886841b12125df4481 description: '' health_score: 100.0 @@ -189989,8 +198332,8 @@ https://piotrminkowski.com/2020/03/10/best-practices-for-microservices-on-kubern v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2020/06/10/spring-boot-library-for-integration-with-istio: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -190006,8 +198349,8 @@ https://piotrminkowski.com/2020/06/10/spring-boot-library-for-integration-with-i v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2020/08/03/development-on-kubernetes-ide-tools: + addition_method: manual content_hash: 2c063c2f82e210052d493e6599a38c6f33a04df161f3bccbfb723171f4b12c47 description: '' health_score: 100.0 @@ -190022,8 +198365,8 @@ https://piotrminkowski.com/2020/08/03/development-on-kubernetes-ide-tools: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://piotrminkowski.com/2020/09/29/rabbitmq-monitoring-on-kubernetes: + addition_method: manual content_hash: 889bba665bef44814b6de768184d2a675cff297c6775fdb229a42253aef87dec health_score: 100.0 last_checked: 1779033640.279321 @@ -190034,8 +198377,8 @@ https://piotrminkowski.com/2020/09/29/rabbitmq-monitoring-on-kubernetes: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://piotrminkowski.com/2020/10/19/gitlab-ci-cd-on-kubernetes: + addition_method: manual content_hash: 08fdb2d16dbdeb446e117179bd075a8b5bdc75bc0d6358228d58dd6ff91a0411 description: '' health_score: 100.0 @@ -190050,8 +198393,8 @@ https://piotrminkowski.com/2020/10/19/gitlab-ci-cd-on-kubernetes: v2_locations: - demos.md year: N/A - addition_method: manual https://piotrminkowski.com/2020/11/05/spring-boot-autoscaling-on-kubernetes: + addition_method: manual content_hash: 52cca8e15882f7871f0e4159681b644515d5219b7520f2ca25d40003591213a2 description: '' health_score: 100.0 @@ -190066,8 +198409,8 @@ https://piotrminkowski.com/2020/11/05/spring-boot-autoscaling-on-kubernetes: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2020/11/10/continuous-integration-with-jenkins-on-kubernetes: + addition_method: manual content_hash: 27d4ea29678a52b6d49e9c4bea530c894cfb9974e6a5e2edd6415245d749ef62 description: '' health_score: 100.0 @@ -190082,8 +198425,8 @@ https://piotrminkowski.com/2020/11/10/continuous-integration-with-jenkins-on-kub v2_locations: - demos.md year: N/A - addition_method: manual https://piotrminkowski.com/2020/12/18/spring-boot-on-kubernetes-with-buildpacks-and-skaffold: + addition_method: manual content_hash: e635f2cd317642c99ae2e3cdc8aed507b09907ba3cdb30386aae7ce074fe0ad4 description: '' health_score: 100.0 @@ -190099,8 +198442,8 @@ https://piotrminkowski.com/2020/12/18/spring-boot-on-kubernetes-with-buildpacks- v2_locations: - demos.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/01/13/spring-boot-tips-tricks-and-techniques: + addition_method: manual content_hash: dc797322d157dadd3bad5d1b53c6197327328f56f577d034c55935fa0e473931 description: '' health_score: 100.0 @@ -190115,8 +198458,8 @@ https://piotrminkowski.com/2021/01/13/spring-boot-tips-tricks-and-techniques: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/02/05/java-development-on-openshift-with-odo: + addition_method: manual ai_summary: Outlines Java development pipelines deploying to OpenShift with odo. Demonstrates hot reloading patterns, live-debugging on remote pods, and utilizing Quarkus or Spring Boot container templates. @@ -190142,8 +198485,8 @@ https://piotrminkowski.com/2021/02/05/java-development-on-openshift-with-odo: v2_locations: - openshift-pipelines.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/02/18/blue-green-deployment-with-a-database-on-kubernetes: + addition_method: manual ai_summary: An in-depth technical guide on achieving zero-downtime blue-green deployments on Kubernetes when database schema migrations are involved. It covers database backward compatibility, Liquibase integration, and rollout patterns to mitigate @@ -190171,8 +198514,8 @@ https://piotrminkowski.com/2021/02/18/blue-green-deployment-with-a-database-on-k v2_locations: - liquibase.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/03/31/knative-eventing-with-kafka-and-quarkus: + addition_method: manual ai_summary: Illustrates the deployment of Knative serverless application endpoints coordinated with Apache Kafka event feeds. Utilizes Quarkus microservices to demonstrate scale-to-zero configurations that adapt automatically to stream ingestion. @@ -190198,8 +198541,8 @@ https://piotrminkowski.com/2021/03/31/knative-eventing-with-kafka-and-quarkus: v2_locations: - message-queue.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/05/26/spring-microservices-security-best-practices: + addition_method: manual content_hash: 825c502992326b5e17ac79066b1a40bb69631f39cbf809e0a93255ba22e77aaf description: '' health_score: 100.0 @@ -190214,8 +198557,8 @@ https://piotrminkowski.com/2021/05/26/spring-microservices-security-best-practic v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/06/14/knative-eventing-with-quarkus-kafka-and-camel: + addition_method: manual ai_summary: 'Curator Insight: A step-by-step implementation guide showing serverless integration patterns using Knative, Quarkus, Kafka, and Apache Camel. Live Grounding: Demonstrates how to build efficient, fast-booting containerized JVM microservices @@ -190243,8 +198586,8 @@ https://piotrminkowski.com/2021/06/14/knative-eventing-with-quarkus-kafka-and-ca v2_locations: - message-queue.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/07/08/kubernetes-multicluster-with-kind-and-submariner: + addition_method: manual content_hash: 56aec116417779a32467cd2b2059557b7bd6a9b1bd92fb79a1423750aff46682 description: '' health_score: 100.0 @@ -190259,8 +198602,8 @@ https://piotrminkowski.com/2021/07/08/kubernetes-multicluster-with-kind-and-subm v2_locations: - kubernetes.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/07/12/multicluster-traffic-mirroring-with-istio-and-kind: + addition_method: manual ai_summary: Provides a complete local lab configuration demonstrating how to execute multi-cluster traffic mirroring using Istio deployed on Kind (Kubernetes-in-Docker) instances. Teaches engineers how to route safe read-only shadow traffic from a @@ -190289,8 +198632,8 @@ https://piotrminkowski.com/2021/07/12/multicluster-traffic-mirroring-with-istio- v2_locations: - istio.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/08/05/kubernetes-ci-cd-with-tekton-and-argocd: + addition_method: manual content_hash: 1289c6a42c0560c173bbde7aa442b19d74553f3caf3da15b85b0c9681e9ffdbb description: '' health_score: 100.0 @@ -190305,8 +198648,8 @@ https://piotrminkowski.com/2021/08/05/kubernetes-ci-cd-with-tekton-and-argocd: v2_locations: - demos.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/10/12/quarkus-tips-tricks-and-techniques: + addition_method: manual content_hash: a450afde831fd65cb37ce0d95774992cc07745be3dced407000a652c4385612d description: '' health_score: 100.0 @@ -190321,8 +198664,8 @@ https://piotrminkowski.com/2021/10/12/quarkus-tips-tricks-and-techniques: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/10/25/kubernetes-multicluster-with-kind-and-cilium: + addition_method: manual content_hash: 7e666f504ee953819d7ba01d36db91a6e3a3664b2c31417d32ef5f993a6134d2 description: '' health_score: 100.0 @@ -190337,8 +198680,8 @@ https://piotrminkowski.com/2021/10/25/kubernetes-multicluster-with-kind-and-cili v2_locations: - demos.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/11/30/serverless-java-functions-on-openshift: + addition_method: manual content_hash: 2f164d831008f90acc56eda47d2817f73218040d5b27b2fec096c80a4212693b description: '' health_score: 100.0 @@ -190353,8 +198696,8 @@ https://piotrminkowski.com/2021/11/30/serverless-java-functions-on-openshift: v2_locations: - demos.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/12/03/create-kubernetes-clusters-with-cluster-api-and-argocd: + addition_method: manual ai_summary: An excellent tutorial detailing how to build a unified GitOps pipeline for cluster provisioning by combining Cluster API and ArgoCD. Shows how to store cluster manifests in a git repository and let ArgoCD reconcile cluster infrastructure @@ -190382,8 +198725,8 @@ https://piotrminkowski.com/2021/12/03/create-kubernetes-clusters-with-cluster-ap v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/12/13/continuous-delivery-on-kubernetes-with-database-using-argocd-and-liquibase: + addition_method: manual content_hash: 76ad42e0bb7b61744102cad5dcb82ba95c55c226d73344178064fae10ae50a9e description: '' health_score: 100.0 @@ -190399,8 +198742,8 @@ https://piotrminkowski.com/2021/12/13/continuous-delivery-on-kubernetes-with-dat v2_locations: - demos.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/12/21/development-on-kubernetes-with-telepresence-and-skaffold: + addition_method: manual content_hash: 5f4bf3028b17346448ba40a6ddbe41ba9a1845648e126c646568589b5a22b52a description: '' health_score: 100.0 @@ -190410,8 +198753,8 @@ https://piotrminkowski.com/2021/12/21/development-on-kubernetes-with-telepresenc v1_locations: - docs/scaffolding.md year: N/A - addition_method: manual https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud: + addition_method: manual ai_summary: Shows how to integrate a Spring Cloud application with HashiCorp Vault on a Kubernetes cluster. Details native property binding, TLS configuration, and Kubernetes-based authentication. @@ -190437,8 +198780,8 @@ https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud: v2_locations: - devsecops.md year: N/A - addition_method: manual https://piotrminkowski.com/2022/01/24/distributed-transactions-in-microservices-with-kafka-streams-and-spring-boot: + addition_method: manual content_hash: 9b03f48d1a86c297f0dee3b558f64f8c6bea3d853ce151e49190ee16a106e19c description: '' health_score: 100.0 @@ -190454,8 +198797,8 @@ https://piotrminkowski.com/2022/01/24/distributed-transactions-in-microservices- v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2022/02/21/validate-kubernetes-deployment-in-ci-cd-with-tekton-and-datree: + addition_method: manual content_hash: 55c7b8d7fbe474b1050cbab33e286aabe50f978ccb4eebcf3cdbb3cc1fea298d description: '' health_score: 100.0 @@ -190471,8 +198814,8 @@ https://piotrminkowski.com/2022/02/21/validate-kubernetes-deployment-in-ci-cd-wi v2_locations: - tekton.md year: N/A - addition_method: manual https://piotrminkowski.com/2022/03/29/canary-release-on-kubernetes-with-knative-and-tekton: + addition_method: manual content_hash: b4013c135cbfc84a2578c38542c0044119307e37bb73569a3a262d927a7b7381 description: '' health_score: 100.0 @@ -190487,8 +198830,8 @@ https://piotrminkowski.com/2022/03/29/canary-release-on-kubernetes-with-knative- v2_locations: - tekton.md year: N/A - addition_method: manual https://piotrminkowski.com/2022/06/06/continuous-development-on-kubernetes-with-gitops-approach: + addition_method: manual content_hash: b3cb852b0e24dcac1c5dab34ce45ef67567123c0009573b3f274ac6b398db0da description: '' health_score: 100.0 @@ -190504,8 +198847,8 @@ https://piotrminkowski.com/2022/06/06/continuous-development-on-kubernetes-with- v2_locations: - gitops.md year: N/A - addition_method: manual https://piotrminkowski.com/2022/06/28/manage-kubernetes-cluster-with-terraform-and-argo-cd: + addition_method: manual ai_summary: Detailed guide on using Terraform for primary cloud resources alongside Argo CD for application workloads, presenting a complete hybrid IaC and GitOps blueprint. @@ -190533,8 +198876,8 @@ https://piotrminkowski.com/2022/06/28/manage-kubernetes-cluster-with-terraform-a v2_locations: - argo.md year: N/A - addition_method: manual https://piotrminkowski.com/2022/10/24/gitops-with-advanced-cluster-management-for-kubernetes: + addition_method: manual content_hash: 7a804cd67db3f31acca4b752a7ee74af59e989f8a02270e5d46f0fb9475d3802 description: '' health_score: 100.0 @@ -190550,8 +198893,8 @@ https://piotrminkowski.com/2022/10/24/gitops-with-advanced-cluster-management-fo v2_locations: - gitops.md year: N/A - addition_method: manual https://piotrminkowski.com/2022/12/09/manage-multiple-kubernetes-clusters-with-argocd: + addition_method: manual ai_summary: 'Curator Insight: Hands-on walk-through for registering and managing multiple target Kubernetes clusters via a single control-plane Argo CD instance. Live Grounding: Provides practical manifests and CLI examples to manage cluster @@ -190578,8 +198921,8 @@ https://piotrminkowski.com/2022/12/09/manage-multiple-kubernetes-clusters-with-a v2_locations: - argo.md year: N/A - addition_method: manual https://piotrminkowski.com/2022/12/14/sealed-secrets-on-kubernetes-with-argocd-and-terraform: + addition_method: manual ai_summary: Demonstrates a production GitOps configuration combining Bitnami Sealed Secrets, Terraform, and ArgoCD to deploy securely encrypted config files. complexity: Advanced @@ -190604,8 +198947,8 @@ https://piotrminkowski.com/2022/12/14/sealed-secrets-on-kubernetes-with-argocd-a v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://piotrminkowski.com/2023/02/13/best-practices-for-java-apps-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -190620,8 +198963,8 @@ https://piotrminkowski.com/2023/02/13/best-practices-for-java-apps-on-kubernetes v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2023/02/17/which-jdk-to-choose-on-kubernetes: + addition_method: manual content_hash: 26ec73baeaa75bf52b460c105950191684656352dddb30905de97e8dabb827e1 description: '' health_score: 100.0 @@ -190636,8 +198979,8 @@ https://piotrminkowski.com/2023/02/17/which-jdk-to-choose-on-kubernetes: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2023/03/13/microservices-with-spring-boot-3-and-spring-cloud: + addition_method: manual content_hash: 8c4d6aae071c6b73b5e18686c5cfd0a396978fa396d31f571273685bc2a342e9 description: '' health_score: 100.0 @@ -190653,8 +198996,8 @@ https://piotrminkowski.com/2023/03/13/microservices-with-spring-boot-3-and-sprin v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://piotrminkowski.com/2023/04/30/concurrency-with-kafka-and-spring-boot: + addition_method: manual ai_summary: 'Curator Insight: Optimization guide for Spring Boot engineers processing high-throughput event logs. Live Grounding: Examines concurrent message listener configurations, partition distribution strategies, and thread-safe processing @@ -190682,8 +199025,8 @@ https://piotrminkowski.com/2023/04/30/concurrency-with-kafka-and-spring-boot: v2_locations: - message-queue.md year: N/A - addition_method: manual https://piotrminkowski.com/2023/05/05/manage-kubernetes-operators-with-argocd: + addition_method: manual ai_summary: 'Curator Insight: Practical analysis of orchestrating Operator lifecycles and Custom Resource Definitions (CRDs) inside Argo CD synchronization loops. Live Grounding: Explores strategies to prevent the typical race conditions and out-of-sync @@ -190711,8 +199054,8 @@ https://piotrminkowski.com/2023/05/05/manage-kubernetes-operators-with-argocd: v2_locations: - argo.md year: N/A - addition_method: manual https://piotrminkowski.com/2023/08/22/resize-cpu-limit-to-speed-up-java-startup-on-kubernetes: + addition_method: manual content_hash: 74a70f10cdb8ab0514c6d3cfec5991e2dad75435045ed86a624b3cf28ae5b8ae description: '' health_score: 100.0 @@ -190727,8 +199070,8 @@ https://piotrminkowski.com/2023/08/22/resize-cpu-limit-to-speed-up-java-startup- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus: + addition_method: manual content_hash: efc40407e3fc720acc774f953035b4b0c6fe1111307181b2dfc418fbeb586a15 description: '' health_score: 100.0 @@ -190743,8 +199086,8 @@ https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus: v2_locations: - demos.md year: N/A - addition_method: manual https://piotrminkowski.com/2023/11/07/slim-docker-images-for-java: + addition_method: manual content_hash: ecd2d1f440847b6c529173299098f882888d300a98d7b2528d72893bc48ce1df description: '' health_score: 100.0 @@ -190759,8 +199102,8 @@ https://piotrminkowski.com/2023/11/07/slim-docker-images-for-java: v2_locations: - docker.md year: N/A - addition_method: manual https://piotrminkowski.com/2023/11/27/testing-java-apps-on-kubernetes-with-testkube: + addition_method: manual content_hash: 38007a4d78dbc1b15b508b2c46159b519698bf85382df56f81627ffb67459127 description: '' health_score: 100.0 @@ -190775,8 +199118,8 @@ https://piotrminkowski.com/2023/11/27/testing-java-apps-on-kubernetes-with-testk v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-service: + addition_method: manual ai_summary: Provides a comprehensive getting started guide for AKS using modern Infrastructure as Code with Terraform. Walks through cluster creation, ACR container integrations, and primary routing configuration setups. @@ -190803,8 +199146,8 @@ https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-serv v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://piotrminkowski.com/2024/02/13/java-flight-recorder-on-kubernetes: + addition_method: manual ai_summary: Excellent architectural guide demonstrating how to continuously profile Java applications running on Kubernetes with Java Flight Recorder (JFR) and JDK Mission Control. Uses declarative setups for modern container observation. @@ -190831,8 +199174,8 @@ https://piotrminkowski.com/2024/02/13/java-flight-recorder-on-kubernetes: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://piotrminkowski.com/2024/06/13/getting-started-with-backstage: + addition_method: manual content_hash: 339079e5700d4ec036277a1f65670c3bada5f9155f1812b6013e08d1e94abb82 description: '' health_score: 100.0 @@ -190847,8 +199190,8 @@ https://piotrminkowski.com/2024/06/13/getting-started-with-backstage: v2_locations: - developerportals.md year: N/A - addition_method: manual https://piotrminkowski.com/2024/06/28/backstage-on-kubernetes: + addition_method: manual content_hash: 7b048f498189f48c33b70967264db0dcb0acbd68a6ac8d6543ca93741dd75876 description: '' health_score: 100.0 @@ -190863,8 +199206,8 @@ https://piotrminkowski.com/2024/06/28/backstage-on-kubernetes: v2_locations: - developerportals.md year: N/A - addition_method: manual https://piotrminkowski.com/2024/07/04/idp-on-openshift-with-red-hat-developer-hub: + addition_method: manual content_hash: aeb9281966bac93269acba35726266dc419215e2c855e050dcdcb4b01e9a48db description: '' health_score: 100.0 @@ -190879,8 +199222,8 @@ https://piotrminkowski.com/2024/07/04/idp-on-openshift-with-red-hat-developer-hu v2_locations: - devops.md year: N/A - addition_method: manual https://piotrminkowski.wordpress.com/2019/01/15/kotlin-microservice-with-spring-boot: + addition_method: manual content_hash: 75bf7f227b97b1ea8d43098f2dbcb948296aea3bd9539673ed84e84e52c11e9d description: '' health_score: 100.0 @@ -190896,8 +199239,8 @@ https://piotrminkowski.wordpress.com/2019/01/15/kotlin-microservice-with-spring- v2_locations: - jenkins.md year: N/A - addition_method: manual https://pivotal.io/platform/pivotal-container-service: + addition_method: manual content_hash: b564fa7a7ea10e27b567cb2219f6d1429dcdb26da7298d7dee23ef01c5bd1ae0 description: '' health_score: 100.0 @@ -190914,9 +199257,9 @@ https://pivotal.io/platform/pivotal-container-service: - public-cloud-solutions.md - matrix-table.md year: N/A - addition_method: manual ? https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview -: ai_summary: Overview of 'Bring Your Own CNI' patterns in AKS. Explains how platform +: addition_method: manual + ai_summary: Overview of 'Bring Your Own CNI' patterns in AKS. Explains how platform teams can provision bare control planes to manually deploy customized network providers (such as tailored Cilium or Calico engines) to meet unique compliance requirements. @@ -190944,9 +199287,9 @@ https://pivotal.io/platform/pivotal-container-service: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://pixelrobots.co.uk/2023/12/exploring-azure-kubernetes-services-node-autoprovision-a-deep-dive-into-the-latest-public-preview-feature -: ai_summary: Deep dive into AKS Node Autoprovisioning (NAP) based on Karpenter technology. +: addition_method: manual + ai_summary: Deep dive into AKS Node Autoprovisioning (NAP) based on Karpenter technology. Explains how the cluster dynamically provisions and optimizes worker node sizes directly matching scheduling requirements, reducing unused resource allocations. complexity: Advanced @@ -190973,8 +199316,8 @@ https://pivotal.io/platform/pivotal-container-service: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://piyushverma.hashnode.dev/basic-linux-shell-scripting-for-devops-engineers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -190988,8 +199331,8 @@ https://piyushverma.hashnode.dev/basic-linux-shell-scripting-for-devops-engineer v2_locations: - linux.md year: N/A - addition_method: manual https://pjame-fb.medium.com/kubernetes-secrets-from-secrets-manager-using-external-secrets-operators-4819562c3b02: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -191004,8 +199347,8 @@ https://pjame-fb.medium.com/kubernetes-secrets-from-secrets-manager-using-extern v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://pkg.go.dev/github.com/keilerkonzept/aws-secretsmanager-files: + addition_method: manual ai_summary: A Go-based helper library designed to fetch secrets from AWS Secrets Manager and map them directly to configuration files. 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Designed to monitor, isolate, and restrict malicious execution sequences on serverless microservice pods, preventing payload injection attacks. @@ -191081,8 +199424,8 @@ https://pkg.go.dev/knative.dev/security-guard: v2_locations: - devsecops.md year: N/A - addition_method: manual https://planetscale.com/docs/vitess/best-practices: + addition_method: manual ai_summary: 'An architectural guide detailing the innovative non-blocking database branch and deployment workflow of PlanetScale (built on Vitess). @@ -191107,8 +199450,8 @@ https://planetscale.com/docs/vitess/best-practices: v2_locations: - liquibase.md year: '2023' - addition_method: manual https://plantuml.com: + addition_method: manual content_hash: 6b659b53eb741912b1c1a59ba0ba0de78b81f012c662d5c67d5244c9aff567d4 description: '' health_score: 100.0 @@ -191124,8 +199467,8 @@ https://plantuml.com: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces: + addition_method: manual ai_summary: Architectural integration study mapping out Continuous Delivery structures using Nexus Repository, Jenkins pipelines, and Cloudogu software suites for regulated enterprise workloads. @@ -191147,8 +199490,8 @@ https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces: - demos.md - registries.md year: '2020' - addition_method: manual https://platform.cloudogu.com/en/blog/gitops-tools: + addition_method: manual content_hash: bb01dea5fa81029be0b355b821e8308d1670b8a1ffc85fc7be47e6780b12c6ff health_score: 100.0 last_checked: 1779130494.933175 @@ -191160,8 +199503,8 @@ https://platform.cloudogu.com/en/blog/gitops-tools: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://platform.cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example: + addition_method: manual content_hash: b2a49c2db4962968814bbb728f359db7782b878a3803d519a753d33ec16b212e health_score: 100.0 last_checked: 1779130495.021622 @@ -191173,8 +199516,8 @@ https://platform.cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://platform.qa.com/login: + addition_method: manual content_hash: 7fa57d50ab9fcbac5452e6b638d467cd46d14deadfe367fb60ddb76e52b93940 health_score: 100.0 last_checked: 1779130494.95505 @@ -191186,8 +199529,8 @@ https://platform.qa.com/login: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://platform9.com/blog/difference-between-multi-cluster-multi-master-multi-tenant-federated-kubernetes: + addition_method: manual content_hash: 1ecd99a3fc59e0255dc09cbb13e638c8c6ebea70098769743adb5d82e9d9e07e description: '' health_score: 100.0 @@ -191204,9 +199547,9 @@ https://platform9.com/blog/difference-between-multi-cluster-multi-master-multi-t v2_locations: - kubernetes.md year: N/A - addition_method: manual ? 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Demonstrates self-service infrastructure blueprints powered by LLMs to significantly shorten developers' cycle times. @@ -191359,8 +199702,8 @@ https://platformengineering.org/blog/ai-is-changing-the-future-of-platform-engin v2_locations: - ai.md year: N/A - addition_method: manual https://platformengineering.org/tools/capsule: + addition_method: manual content_hash: 4250044f8a93485016692ecc4d46ac67a4388375150dd4f61b8dc1385d006fb6 description: '' health_score: 100.0 @@ -191376,8 +199719,8 @@ https://platformengineering.org/tools/capsule: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://platformwale.blog/2023/07/15/create-amazon-eks-cluster-within-its-vpc-using-terraform: + addition_method: manual content_hash: 8d4e17a1958d3fc3c6acd8333343097457fb220aee1dc002b605408b2214bd61 description: '' health_score: 100.0 @@ -191393,8 +199736,8 @@ https://platformwale.blog/2023/07/15/create-amazon-eks-cluster-within-its-vpc-us v2_locations: - terraform.md year: N/A - addition_method: manual https://play.google.com/store/search?q=learn+kubernetes: + addition_method: manual content_hash: 817039ce1043a34be5a4d556efb02d3c35a7b59f5c5eb614cf68e65c89a919e7 description: '' health_score: 100.0 @@ -191404,23 +199747,23 @@ https://play.google.com/store/search?q=learn+kubernetes: v1_locations: - docs/kubernetes-tutorials.md year: N/A - addition_method: manual https://play.google.com/store/search?q=learn+kubernetes&c=apps: + addition_method: manual content_hash: 6a938df00d57cdbea2be266105b58209501d95b2fa49e9826399725d4511de67 health_score: 100.0 last_checked: 1779130495.00585 needs_ai_refresh: true v1_locations: - docs/kubernetes-tutorials.md - addition_method: manual https://play.meshery.io: + addition_method: manual content_hash: 0a1ac4a1078fef7a2252ef5504e6706ceeb4b0272104c8d522334cc865426e9a health_score: 100.0 last_checked: 1779031602.13757 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://pll.harvard.edu/course/cs50-introduction-computer-science: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -191434,8 +199777,8 @@ https://pll.harvard.edu/course/cs50-introduction-computer-science: v2_locations: - elearning.md year: N/A - addition_method: manual https://ploffay.medium.com/five-years-evolution-of-open-source-distributed-tracing-ec1c5a5dd1ac: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -191450,8 +199793,8 @@ https://ploffay.medium.com/five-years-evolution-of-open-source-distributed-traci v2_locations: - monitoring.md year: N/A - addition_method: manual https://plugins.jenkins.io/allure-jenkins-plugin: + addition_method: manual content_hash: 856d2d7c9e1037a943ca7b499d43699304867f2c188435e49ddc7dc7f7eaf152 description: '' health_score: 100.0 @@ -191469,8 +199812,8 @@ https://plugins.jenkins.io/allure-jenkins-plugin: - jenkins.md - qa.md year: N/A - addition_method: manual https://plugins.jenkins.io/anchore-container-scanner: + addition_method: manual ai_summary: The Anchore plugin for Jenkins automates image scanning step execution directly within continuous integration pipelines. 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jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/aws-kinesis-consumer: + addition_method: manual content_hash: 795c96b69241d8863818259b3053f2259bab15c3308255cf416123e544f4eb2f description: '' health_score: 100.0 @@ -191566,8 +199909,8 @@ https://plugins.jenkins.io/aws-kinesis-consumer: v2_locations: - jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/aws-secrets-manager-credentials-provider: + addition_method: manual content_hash: 2b6a2381d403eb58a5f63595c59546d31adc942f1ea44d8663a73b57ee6511ee description: '' health_score: 100.0 @@ -191583,8 +199926,8 @@ https://plugins.jenkins.io/aws-secrets-manager-credentials-provider: v2_locations: - jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/azure-artifact-manager: + addition_method: manual content_hash: 6d99b7dac00e6f179e843e16afa75ee10d5810f85f7973c83283d80282e90f71 description: '' health_score: 100.0 @@ -191600,8 +199943,8 @@ https://plugins.jenkins.io/azure-artifact-manager: v2_locations: - jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/azure-keyvault: + addition_method: manual content_hash: 8d830cf0668f9a6c5cd4b40aff4e63a03f954a721d61d1b179a508658de25c84 description: '' health_score: 100.0 @@ -191617,8 +199960,8 @@ https://plugins.jenkins.io/azure-keyvault: v2_locations: - jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/bitbucket-push-and-pull-request: + addition_method: manual content_hash: cd58b346aa6f51ecee97d396b91625d3517e7ba2a00a248a0d9ae89e162da923 description: '' health_score: 100.0 @@ -191634,8 +199977,8 @@ https://plugins.jenkins.io/bitbucket-push-and-pull-request: v2_locations: - git.md year: N/A - addition_method: manual https://plugins.jenkins.io/blueocean: + addition_method: manual content_hash: fe8b40a4ea8700720973ad2b48af4e9cd9fb29c966c4f3466d98fb14b03a30da description: '' health_score: 100.0 @@ -191651,8 +199994,8 @@ https://plugins.jenkins.io/blueocean: v2_locations: - jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/blueocean-pipeline-editor: + addition_method: manual content_hash: 8e1c0db4459a041be876d9ec5fe9ea98df2350fda54fb37b194e5cd55f2cfdc2 description: '' health_score: 100.0 @@ -191668,8 +200011,8 @@ https://plugins.jenkins.io/blueocean-pipeline-editor: v2_locations: - 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jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/deploy-dashboard: + addition_method: manual content_hash: 18c448e772ee8fcf989a0b02db20ee1d1350d9f461bf035d98dcb7e0202a0f0b description: '' health_score: 100.0 @@ -191949,8 +200292,8 @@ https://plugins.jenkins.io/deploy-dashboard: v2_locations: - jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/docker-custom-build-environment: + addition_method: manual content_hash: 76c947c30fca80af325aaea5cdeadbf778ad21037c36d288b1be95c6ca5b41d7 description: '' health_score: 100.0 @@ -191966,8 +200309,8 @@ https://plugins.jenkins.io/docker-custom-build-environment: v2_locations: - jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/ec2: + addition_method: manual content_hash: 2b6d17586ea80ad4c3ea2501bf8721c40a064ade8fb34d3e8f46bb1269c56841 description: '' health_score: 100.0 @@ -191983,8 +200326,8 @@ https://plugins.jenkins.io/ec2: v2_locations: - jenkins.md year: N/A - addition_method: manual https://plugins.jenkins.io/ec2-fleet: + addition_method: manual content_hash: 000bf46c00b45046bdbf20aca5f60778477ff0b3f3e70a614e809bb4c1d06712 description: '' health_score: 100.0 @@ -192000,8 +200343,8 @@ https://plugins.jenkins.io/ec2-fleet: v2_locations: - 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git.md year: N/A - addition_method: manual +https://priyankavergadia.substack.com/p/12-factor-agents-principles-for-building?r=65wvb: + addition_method: automatic + ai_summary: Written by Priyanka Vergadia, this guide provides a visual-first deep + dive into the 12-Factor Agents framework. By categorizing the 12 principles into + specific problem spaces, it details how developers can transition probabilistic + LLM tasks into predictable, durable, and production-ready enterprise applications. + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: A visual and technical analysis of the 12-Factor Agents methodology, + translating probabilistic runtime issues into deterministic microservice systems. + hierarchy: + - AI + - AI Agents + - Architectural Patterns + - Visual Systems Engineering + is_microservice: false + language: en + last_checked: 1780352849.031727 + reputation_status: Vetted + reputation_summary: An exceptional visual and technical translation of complex agentic + architecture concepts into structured, easily digestible diagrams. + resource_type: Guide + social_preview_url: '' + source_provenance: X.com (pvergadia) + stars: 4 + status: online + suggested_new_category: visual-learning + tags: + - '[GUIDE]' + - '[CASE STUDY]' + title: '12-Factor Agents: Principles for Building Reliable LLM Applications' + year: '2026' +https://priyankavergadia.substack.com/p/cpu-vs-gpu-vs-tpu-vs-npu-vs-dpu-vs?r=65wvb: + addition_method: automatic + ai_summary: '### Curator Insight + + This visual and technical guide systematically breaks down the specialized hardware + accelerators dominating modern cloud and edge infrastructure. Priyanka Vergadia + explains the mathematical and physical differences between chip architectures—ranging + from tensor-optimized TPUs and neural-focused NPUs to networking-offloaded DPUs + and latency-optimized LPUs. SREs and FinOps engineers will find actionable insights + into workload-to-silicon mapping, directly addressing how selecting the wrong + compute engine leads to massive financial waste.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: A comprehensive hardware accelerator guide comparing specialized chip + architectures, their ideal cloud workloads, and cost-efficiency optimization. + hierarchy: + - Cloud Infrastructure + - Hardware Acceleration + - Compute Architectures + impact_score: 88 + is_microservice: false + language: English + last_checked: 1780401702.548933 + reputation_status: Vetted + reputation_summary: Authored by Priyanka Vergadia, 'The Cloud Girl', a leading visual + advocate in cloud computing. Universally praised for its extreme clarity, visual + architecture breakdowns, and hardware-efficiency relevance for cloud architects. + resource_type: Article + social_preview_url: '' + source_provenance: X.com (pvergadia) + stars: 4 + status: online + suggested_new_category: cloud-hardware + tags: + - GUIDE + title: CPU vs GPU vs TPU vs NPU vs DPU vs APU vs LPU + year: '2026' +https://priyankavergadia.substack.com/p/the-layoffs-wont-stop-until-we: + addition_method: automatic + ai_summary: A high-density architectural and management analysis addressing the + current software engineering paradox, where generative AI has exponentially boosted + raw code outputs (inputs) without generating equivalent revenue outcomes. The + critique details how organizational efficiency breaks down when the flow of features + outpaces customer value, making the argument that tech layoffs will persist until + companies master programmatic alignment and build filtering mechanisms to manage + automated output. It provides essential strategic guidance for CTOs and engineering + directors seeking to align automated development with organizational goals. + category: ai-agents-mcp + complexity: Intermediate + content_hash: N/A + description: A strategic industry critique analyzing how the gap between generative + AI inputs and business outcomes continues to drive restructuring in software organizations. + hierarchy: + - Cloud Architecture + - Generative AI + - Engineering Management + - Productivity Metrics + impact_score: 82 + is_microservice: false + language: en + last_checked: 1780400585.971827 + reputation_status: Vetted + reputation_summary: Priyanka Vergadia (The Cloud Girl) is a highly respected cloud + technologist. Her analysis is widely shared across tech platforms like Hacker + News and X, providing key strategic framing of generative AI integration bottlenecks + [1.3.1]. + resource_type: article + social_preview_url: '' + source_provenance: X.com (pvergadia) + stars: 4 + status: online + suggested_new_category: engineering-management + tags: + - '[GUIDE]' + - '[CASE STUDY]' + title: The Layoffs Won't Stop Until We... + year: '2026' https://proandroiddev.com/continuous-integration-delivery-for-android-with-github-actions-part-1-b232ed2b1740: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -193768,8 +202262,8 @@ https://proandroiddev.com/continuous-integration-delivery-for-android-with-githu v2_locations: - git.md year: N/A - addition_method: manual https://proandroiddev.comimproving-ci-cd-pipeline-for-android-via-fastlane-and-github-actions-a635162d2c53: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -193784,8 +202278,8 @@ https://proandroiddev.comimproving-ci-cd-pipeline-for-android-via-fastlane-and-g v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://procodeguide.com/programming/polly-in-aspnet-core: + addition_method: manual content_hash: 6b947952256ed63d4af2c516d57fba028e7a5490c7bb8bd5006ef2426d790bc5 description: '' health_score: 100.0 @@ -193802,8 +202296,8 @@ https://procodeguide.com/programming/polly-in-aspnet-core: v2_locations: - dotnet.md year: N/A - addition_method: manual https://programmer.ink/think/maven-scaffolding-best-practices.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -193817,8 +202311,8 @@ https://programmer.ink/think/maven-scaffolding-best-practices.html: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://project-management.com/understanding-responsibility-assignment-matrix-raci-matrix: + addition_method: manual content_hash: 0349f9bd77d90fdd2e90f50ca7a4ff8eb575cd9298703a02882d9832aada3d9f description: '' health_score: 100.0 @@ -193834,8 +202328,8 @@ https://project-management.com/understanding-responsibility-assignment-matrix-ra v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://projector.cloud-mercato.com/projects/state-of-the-art-of-public-object-storage-europe: + addition_method: manual content_hash: 3c71bd8e21cdedb0e8dab4db63a018c757ada1c767b6fad3d103ce954c13ea1c description: '' health_score: 100.0 @@ -193851,8 +202345,8 @@ https://projector.cloud-mercato.com/projects/state-of-the-art-of-public-object-s v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://projects.eclipse.org/projects/technology.microprofile: + addition_method: manual content_hash: 3aadaadb47fe56c66e5edfae016851ddee13effa548a858b3d872d724237e053 description: '' health_score: 100.0 @@ -193868,8 +202362,8 @@ https://projects.eclipse.org/projects/technology.microprofile: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://promcat.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -193883,8 +202377,8 @@ https://promcat.io: v2_locations: - prometheus.md year: N/A - addition_method: manual https://prometheus-community.github.io/helm-charts: + addition_method: manual ai_summary: The absolute source of truth for deploying Prometheus, Grafana, and Alertmanager inside Kubernetes clusters. 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Recommends pragmatic, simpler orchestration alternatives for low-to-medium traffic profiles. @@ -194953,8 +203447,8 @@ https://pythonspeed.com/articles/dont-need-kubernetes: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://pythonspeed.com/articles/gitlab-build-docker-image: + addition_method: manual ai_summary: A highly-regarded architectural deep dive by PythonSpeed comparing Docker-in-Docker (DinD) versus Podman for building container images securely inside GitLab CI pipelines. Details key differences in daemon-less execution and privilege levels. @@ -194983,8 +203477,8 @@ https://pythonspeed.com/articles/gitlab-build-docker-image: v2_locations: - git.md year: N/A - addition_method: manual https://pythonspeed.com/articles/json-memory-streaming: + addition_method: manual ai_summary: An outstanding technical exploration detailing memory-safe streaming of large-scale JSON files using Python. Offers actionable solutions to prevent system Out-of-Memory (OOM) failures when parsing gigabyte-scale data packets. @@ -195014,8 +203508,8 @@ https://pythonspeed.com/articles/json-memory-streaming: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://pythonspeed.com/articles/podman-buildkit: + addition_method: manual content_hash: 92e5a1781dad5cd17a723016ab99d12a915a2ceac4d235aa4a04c00b43cf257f description: '' health_score: 100.0 @@ -195032,8 +203526,8 @@ https://pythonspeed.com/articles/podman-buildkit: v2_locations: - container-managers.md year: N/A - addition_method: manual https://pythonspeed.com/articles/security-updates-in-docker: + addition_method: manual content_hash: e72a8551767027ecb2a48c3ff97c9f3239a39c039bc98773ab9a946aec008fdc description: '' health_score: 100.0 @@ -195049,8 +203543,8 @@ https://pythonspeed.com/articles/security-updates-in-docker: v2_locations: - docker.md year: N/A - addition_method: manual https://pythonspeed.com/articles/shell-scripts: + addition_method: manual ai_summary: An architectural critique arguing that standard shell scripts are inherently error-prone for intricate logic. Recommends shifting to robust languages like Python or Go when tasks involve complex datatypes or error resilience. @@ -195078,8 +203572,8 @@ https://pythonspeed.com/articles/shell-scripts: v2_locations: - linux.md year: N/A - addition_method: manual https://pyvideo.org: + addition_method: manual content_hash: 4e19c47073b749220fcd2aa9fbf131a6cd3f2cc708838a29e29ede7ffc386743 health_score: 100.0 last_checked: 1779031337.418153 @@ -195091,8 +203585,8 @@ https://pyvideo.org: - docs/python.md v2_locations: - python.md - addition_method: manual https://pyvideo.org/video/2987/managing-the-cloud-with-a-few-lines-of-python: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030440.642592 @@ -195103,8 +203597,8 @@ https://pyvideo.org/video/2987/managing-the-cloud-with-a-few-lines-of-python: - docs/python.md v2_locations: - python.md - addition_method: manual https://pyvideo.org/video/3460/dont-make-us-say-we-told-you-so-virtualenv-for: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029950.046459 @@ -195115,8 +203609,8 @@ https://pyvideo.org/video/3460/dont-make-us-say-we-told-you-so-virtualenv-for: - docs/python.md v2_locations: - python.md - addition_method: manual https://qainsights.com/deploy-jmeter-on-aws-using-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -195130,8 +203624,8 @@ https://qainsights.com/deploy-jmeter-on-aws-using-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://qautomation.blog/2019/05/03/power-full-load-testing-tool-gatling: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -195145,8 +203639,8 @@ https://qautomation.blog/2019/05/03/power-full-load-testing-tool-gatling: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://qautomation.blog/2019/05/07/how-to-run-selenium-script-in-jmeter: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -195160,8 +203654,8 @@ https://qautomation.blog/2019/05/07/how-to-run-selenium-script-in-jmeter: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://qdnqn.com/create-kubernetes-yaml-definitions-using-go-and-cdk8s: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -195175,8 +203669,8 @@ https://qdnqn.com/create-kubernetes-yaml-definitions-using-go-and-cdk8s: v2_locations: - kubernetes-client-libraries.md year: N/A - addition_method: manual https://qdnqn.com/creating-kubernetes-operator-using-kubebuilder: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -195190,8 +203684,8 @@ https://qdnqn.com/creating-kubernetes-operator-using-kubebuilder: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://qlinh.com/infosec/2020/09/30/threat-detection-with-kubernetes-audit-logs.html: + addition_method: manual ai_summary: A security-oriented analysis showing how to leverage Kubernetes API audit logs to capture malicious actions and abnormal cluster behavior. Grounding confirms its high value in implementing Falco-based SIEM ingestion architectures. @@ -195218,8 +203712,8 @@ https://qlinh.com/infosec/2020/09/30/threat-detection-with-kubernetes-audit-logs v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://quandarycg.com/everything-you-need-to-know-about-integrations: + addition_method: manual content_hash: 65f6b1e67c673a85db75afc47e6bf3fd1a03701f4e1bdb163f7f8f74b64f6894 description: '' health_score: 100.0 @@ -195231,8 +203725,8 @@ https://quandarycg.com/everything-you-need-to-know-about-integrations: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://quarkus.io: + addition_method: manual content_hash: af02a9d3befb20687cb3bbb15ed8068b1de492f5fe78f1704de23796a271a91e description: '' health_score: 100.0 @@ -195248,8 +203742,8 @@ https://quarkus.io: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://quarkus.io/blog/decathlon-user-story: + addition_method: manual content_hash: ce427ef1bbac27c7f8bb11f0260295951859f38f219b10267d8248d754df0c20 description: '' health_score: 100.0 @@ -195266,8 +203760,8 @@ https://quarkus.io/blog/decathlon-user-story: v2_locations: - customer.md year: N/A - addition_method: manual https://quarkus.io/blog/march-of-ides: + addition_method: manual content_hash: bb32dec95be3ace35a03604cf109cd335c6c49a7433074ed0afb53b2aa9afc3b description: '' health_score: 100.0 @@ -195283,8 +203777,8 @@ https://quarkus.io/blog/march-of-ides: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://quarkus.io/blog/quarkus-for-spring-developers: + addition_method: manual content_hash: a839019f624768ad7ceb3040d6baf78e0e46c302936bd7777b36c31940963e0b description: '' health_score: 100.0 @@ -195300,8 +203794,8 @@ https://quarkus.io/blog/quarkus-for-spring-developers: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://quarkus.io/guides/dev-ui: + addition_method: manual content_hash: 9754b60d6d929679db80c73105c62edef888902a8b12ac8054c14c087453a867 description: '' health_score: 100.0 @@ -195317,8 +203811,8 @@ https://quarkus.io/guides/dev-ui: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://quay.io: + addition_method: manual ai_summary: A highly secure, enterprise-ready container registry platform providing advanced geo-replication, vulnerability scanning via Clair, and multi-tenant authentication patterns. It integrates natively with Red Hat ecosystem tooling. @@ -195347,8 +203841,8 @@ https://quay.io: - registries.md - ocp4.md year: N/A - addition_method: manual https://quickref.me/index.html: + addition_method: manual ai_summary: A massive aggregator of high-density cheat sheets and quick reference guides covering terminal systems, programming syntaxes, database commands, and deployment paradigms. @@ -195379,8 +203873,8 @@ https://quickref.me/index.html: - cheatsheets.md - kubernetes-tools.md year: N/A - addition_method: manual https://qvault.io/2020/10/26/how-to-restart-all-pods-in-a-kubernetes-namespace: + addition_method: manual content_hash: f06df5f3ed70bf23bd559be1a007e58cfd18bb3b7c4b07c3b319f33aa0fb5b50 description: '' health_score: 100.0 @@ -195391,8 +203885,8 @@ https://qvault.io/2020/10/26/how-to-restart-all-pods-in-a-kubernetes-namespace: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://raesene.github.io/blog/2022/07/03/lets-talk-about-kubernetes-on-the-internet: + addition_method: manual ai_summary: Analyzes the operational and security implications of exposing Kubernetes API servers directly to the public internet. Discusses real-world scanning threats and mitigation options like firewalling, OIDC, and endpoint protection. @@ -195419,8 +203913,8 @@ https://raesene.github.io/blog/2022/07/03/lets-talk-about-kubernetes-on-the-inte v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://raesene.github.io/blog/2022/08/14/auditing-rbac-redux: + addition_method: manual ai_summary: 'Curator Insight: Expert auditing analysis highlighting stealthy pathways for privilege escalation. Live Grounding: Maintained by veteran security researcher Rory McCune; covers subtle escalation exploits using system roles and custom resources.' @@ -195447,8 +203941,8 @@ https://raesene.github.io/blog/2022/08/14/auditing-rbac-redux: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://rafay.co/ai-and-cloud-native-blog/helm-chart-hooks-tutorial: + addition_method: manual ai_summary: An analytical tutorial detailing the execution phases of Helm chart hooks (such as pre-install, post-upgrade, and test actions). It demonstrates how to cleanly orchestrate database migrations and validation routines within application @@ -195470,8 +203964,8 @@ https://rafay.co/ai-and-cloud-native-blog/helm-chart-hooks-tutorial: v2_locations: - helm.md year: '2023' - addition_method: manual https://rafay.co/the-kubernetes-current/helm-chart-hooks-tutorial: + addition_method: manual content_hash: 1f146de96cd77a1315d26ed98eb1c661070463cff056290d037a9fcd76c553e4 description: '' health_score: 100.0 @@ -195482,8 +203976,8 @@ https://rafay.co/the-kubernetes-current/helm-chart-hooks-tutorial: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://raft.github.io: + addition_method: manual content_hash: c9f6920668b9275bda174c733309ab17fe9b13c7da5e4b3d4cd7ba625884d546 description: '' health_score: 100.0 @@ -195499,9 +203993,9 @@ https://raft.github.io: v2_locations: - introduction.md year: N/A - addition_method: manual ? https://rahulbhatia1998.medium.com/designing-a-multi-region-kubernetes-cluster-for-disaster-recovery-on-aws-eks-0a0a98ad5854 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029472.482743 @@ -195515,9 +204009,9 @@ https://raft.github.io: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://rahulh123.medium.com/choosing-the-right-architecture-monolithic-vs-microservices-analyzing-requirements-for-success-70d681f6a1d0 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031711.822829 @@ -195531,8 +204025,8 @@ https://raft.github.io: v2_locations: - introduction.md year: N/A - addition_method: manual https://rajansahu713.medium.com/hands-on-guide-to-restful-api-using-flask-python-16270f866ffe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -195546,9 +204040,9 @@ https://rajansahu713.medium.com/hands-on-guide-to-restful-api-using-flask-python v2_locations: - python.md year: N/A - addition_method: manual ? https://rajivsharma-2205.medium.com/demystify-how-traffic-reaches-directly-to-pod-on-using-alb-ingress-kubernetes-io-target-type-ip-f2d1be346b46 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031099.119272 @@ -195562,8 +204056,8 @@ https://rajansahu713.medium.com/hands-on-guide-to-restful-api-using-flask-python v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://rakhesh.com/azure/graph-cmdlets-and-azure-ad-app-registrations: + addition_method: manual content_hash: 25795d4ff53885aea98b5ba47250794968bb062a72fffb9eae445e52b6d8a145 description: '' health_score: 100.0 @@ -195579,8 +204073,8 @@ https://rakhesh.com/azure/graph-cmdlets-and-azure-ad-app-registrations: v2_locations: - azure.md year: N/A - addition_method: manual https://ramansharma.substack.com/p/containers-are-not-just-for-kubernetes-fa330653cbbd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -195594,8 +204088,8 @@ https://ramansharma.substack.com/p/containers-are-not-just-for-kubernetes-fa3306 v2_locations: - introduction.md year: N/A - addition_method: manual https://ramitsurana.github.io/awesome-kubernetes: + addition_method: manual content_hash: 4c594910041c7b9300e4c39c819ffeffe04bc705ab25f4267a75b891f7f04027 description: '' health_score: 100.0 @@ -195612,8 +204106,8 @@ https://ramitsurana.github.io/awesome-kubernetes: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://rancher.com: + addition_method: manual content_hash: ac96a8e9b4d12f9537fb30a9430600d6b8664bb1b5d237503ec7ad1e61adbe43 description: '' health_score: 100.0 @@ -195624,8 +204118,8 @@ https://rancher.com: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/announcing-harvester-open-source-hyperconverged-infrastructure-software: + addition_method: manual content_hash: 80698a5dd4c07cc3c6dbb05fd4ea939936f4e7c12709e88fa061ffa963a0adfc description: '' health_score: 100.0 @@ -195636,8 +204130,8 @@ https://rancher.com/blog/2020/announcing-harvester-open-source-hyperconverged-in v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/announcing-hosted-rancher: + addition_method: manual content_hash: b888fca897f03462a6f0779e987b65e11de7954f6f45f16ef086c318108ee4ea description: '' health_score: 100.0 @@ -195648,8 +204142,8 @@ https://rancher.com/blog/2020/announcing-hosted-rancher: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/build-kubernetes-clusters-on-azure: + addition_method: manual content_hash: 75ca928e36669800e289ca1a68f068e8f64c19ab8c6480f77bb343b581cf2657 description: '' health_score: 100.0 @@ -195660,8 +204154,8 @@ https://rancher.com/blog/2020/build-kubernetes-clusters-on-azure: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/custom-monitoring: + addition_method: manual content_hash: cd892a7d5ddc18e7e1007098f5e389aa0e418968bd0d48312ed4f3b741376d5e description: '' health_score: 100.0 @@ -195672,8 +204166,8 @@ https://rancher.com/blog/2020/custom-monitoring: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/deploy-with-gitlab-ci: + addition_method: manual content_hash: dd75070c93002859432872870fdca2ac685d4f146b36628ac738dc1538def5fa description: '' health_score: 100.0 @@ -195685,8 +204179,8 @@ https://rancher.com/blog/2020/deploy-with-gitlab-ci: - docs/demos.md - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/disaster-recovery-preparedness-kubernetes-clusters: + addition_method: manual content_hash: 0424a7aa9abbb31735af1c78a23da265713977a9dacda11f4b10ab8ea680a267 description: '' health_score: 100.0 @@ -195698,8 +204192,8 @@ https://rancher.com/blog/2020/disaster-recovery-preparedness-kubernetes-clusters v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://rancher.com/blog/2020/driving-kubernetes-adoption-finance-rancher: + addition_method: manual content_hash: 1ea41b51fc48a586cf6832c0e3838bcfd35afc80ebe04e3a6bc3273cb6a69432 description: '' health_score: 100.0 @@ -195710,8 +204204,8 @@ https://rancher.com/blog/2020/driving-kubernetes-adoption-finance-rancher: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/faster-kubernetes-development-rancher-devspace-loft: + addition_method: manual content_hash: 65926f037bde43f3ac5897566a7123874af5ae4f7591f74cabb0aeb7325c39a5 description: '' health_score: 100.0 @@ -195722,8 +204216,8 @@ https://rancher.com/blog/2020/faster-kubernetes-development-rancher-devspace-lof v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/fleet-management-kubernetes: + addition_method: manual content_hash: 06e372b892cb55fb6da07ac4e188729b1e1816ffd0a773ace061573e2b0a0705 description: '' health_score: 100.0 @@ -195734,8 +204228,8 @@ https://rancher.com/blog/2020/fleet-management-kubernetes: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/gain-better-visibility-kubernetes-cost-allocation: + addition_method: manual content_hash: 339d6db3da6068491aa74345ed7b5f3ba83866b5328e38d7ecbc7fffc4f67225 description: '' health_score: 100.0 @@ -195746,8 +204240,8 @@ https://rancher.com/blog/2020/gain-better-visibility-kubernetes-cost-allocation: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://rancher.com/blog/2020/helm-security: + addition_method: manual content_hash: 5d4a546ed6f1b499b53cdaa1e50bd6e41bd576f95bfddf90470ab4227137160c description: '' health_score: 100.0 @@ -195759,8 +204253,8 @@ https://rancher.com/blog/2020/helm-security: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://rancher.com/blog/2020/hybrid-multi-cloud-service-mesh-based-applications-distributed-deployments: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -195771,8 +204265,8 @@ https://rancher.com/blog/2020/hybrid-multi-cloud-service-mesh-based-applications v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://rancher.com/blog/2020/k3s-high-availability: + addition_method: manual content_hash: 9077ec78ae843df095eb5be4a7d833226b7dd7fbb938e65ef9989521e4c56f29 description: '' health_score: 100.0 @@ -195783,8 +204277,8 @@ https://rancher.com/blog/2020/k3s-high-availability: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/longhorn-container-storage: + addition_method: manual content_hash: 55135c9d241390696e51d40f04d08f38e1589574f4e1e52325d410839270b48d description: '' health_score: 100.0 @@ -195795,8 +204289,8 @@ https://rancher.com/blog/2020/longhorn-container-storage: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://rancher.com/blog/2020/monitor-etcd-prometheus-grafana-rancher: + addition_method: manual content_hash: cf38831310d44703a6b85afac458f8fa07a0174beb42921b60af0a5d4d1b6a66 description: '' health_score: 100.0 @@ -195808,8 +204302,8 @@ https://rancher.com/blog/2020/monitor-etcd-prometheus-grafana-rancher: - docs/monitoring.md - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/multi-cluster-vulnerability-scanning-alcide-rancher: + addition_method: manual content_hash: 9f28f8cff2eb94fd1653abdb8aad835de7180ee3d7d88d660ffead28e341396c description: '' health_score: 100.0 @@ -195820,8 +204314,8 @@ https://rancher.com/blog/2020/multi-cluster-vulnerability-scanning-alcide-ranche v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/number-one-rule-disaster-recovery: + addition_method: manual content_hash: 09146246313927cde7f5b4d2cdfa7ddcb18a50118ae1ddc3f9958f2d93d0b41b description: '' health_score: 100.0 @@ -195832,8 +204326,8 @@ https://rancher.com/blog/2020/number-one-rule-disaster-recovery: v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://rancher.com/blog/2020/pod-security-policies-part-1: + addition_method: manual content_hash: 9e376a21338d21aee314384c98e240b9f92088c0bcc494792ffcdd204961a632 description: '' health_score: 100.0 @@ -195845,8 +204339,8 @@ https://rancher.com/blog/2020/pod-security-policies-part-1: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://rancher.com/blog/2020/pod-security-policies-part-2: + addition_method: manual content_hash: cb111053fd2d0ed9aed6ebdbd14fd1b89175f0953d0811d0e3d131eedf180a25 description: '' health_score: 100.0 @@ -195857,8 +204351,8 @@ https://rancher.com/blog/2020/pod-security-policies-part-2: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://rancher.com/blog/2020/rancher-2-5-delivers-computing-everwhere-strategy: + addition_method: manual content_hash: 03126160da380ec48feeee58cf40fa16963f8d384907ab82acf448388df1917f description: '' health_score: 100.0 @@ -195869,8 +204363,8 @@ https://rancher.com/blog/2020/rancher-2-5-delivers-computing-everwhere-strategy: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/run-rancher-k3s-mysql: + addition_method: manual content_hash: a056876ad21e384d3ad294afe00c8f1f171461d6254fbb11a72ca493236e2b2e description: '' health_score: 100.0 @@ -195880,8 +204374,8 @@ https://rancher.com/blog/2020/run-rancher-k3s-mysql: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/set-up-k3s-high-availability-using-k3d: + addition_method: manual content_hash: f04def4c4fdebc0166a5f101de52f59e10092abc89836f4e7a16166bed245852 description: '' health_score: 100.0 @@ -195891,8 +204385,8 @@ https://rancher.com/blog/2020/set-up-k3s-high-availability-using-k3d: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/speed-development-automated-kubernetes-deployments: + addition_method: manual content_hash: c7c3c329bfe17c5526ac745db86478814e3a8adba910b86518bcf4f6e0b76023 description: '' health_score: 100.0 @@ -195903,8 +204397,8 @@ https://rancher.com/blog/2020/speed-development-automated-kubernetes-deployments v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/stateful-kubernetes-workloads: + addition_method: manual content_hash: f93e4d0e8b7d479597f1359c4c9d4c7d86bbdc80c660691efe43dea2c82cb3ed description: '' health_score: 100.0 @@ -195915,8 +204409,8 @@ https://rancher.com/blog/2020/stateful-kubernetes-workloads: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/upgrade-your-k3s-cluster: + addition_method: manual content_hash: 5e754a50c96c2e328f835632b4b05b875114c3a6fb020b7680d6b5ae5517e5c2 description: '' health_score: 100.0 @@ -195926,8 +204420,8 @@ https://rancher.com/blog/2020/upgrade-your-k3s-cluster: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/blog/2020/what-is-cloud-native-storage: + addition_method: manual content_hash: fb14c0f0a81a8dd6a34b464354dc02dc12faf6e8df09c5862557095e72557e2a description: '' health_score: 100.0 @@ -195938,15 +204432,15 @@ https://rancher.com/blog/2020/what-is-cloud-native-storage: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://rancher.com/blog/2020/yugabyte: + addition_method: manual content_hash: 79955204a9d3b4b0080d29f75b553a627f1ea2c41d263d5e1f5f1cb2fbcd31f9 health_score: 100.0 last_checked: 1779030827.917205 v1_locations: - docs/rancher.md - addition_method: manual https://rancher.com/docs/rancher/v2.x/en: + addition_method: manual content_hash: 3ba89f9203a07bf0d1d69a80a0146e7b95673e666f7657bf3a9dc2580a9bc727 description: '' health_score: 100.0 @@ -195959,8 +204453,8 @@ https://rancher.com/docs/rancher/v2.x/en: - docs/matrix-table.md - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/docs/rancher/v2.x/en/faq/networking/cni-providers: + addition_method: manual content_hash: 2806b6320af199bf261cc2f5fe630f118d2a13afb162185e3888af2aab874de6 description: '' health_score: 100.0 @@ -195978,8 +204472,8 @@ https://rancher.com/docs/rancher/v2.x/en/faq/networking/cni-providers: - kubernetes-networking.md - rancher.md year: N/A - addition_method: manual https://rancher.com/docs/rancher/v2.x/en/logging/v2.5: + addition_method: manual content_hash: b708883b32bb45cb08997ac4f14a64272266c68e38d0dad61e6e9f29aabc9994 description: '' health_score: 100.0 @@ -195995,8 +204489,8 @@ https://rancher.com/docs/rancher/v2.x/en/logging/v2.5: v2_locations: - monitoring.md year: N/A - addition_method: manual https://rancher.com/products/rke: + addition_method: manual content_hash: 4bc099a7e3a3a6bc7318f48fdac359efe539e1784990f41428f2568bb961c769 description: '' health_score: 100.0 @@ -196008,8 +204502,8 @@ https://rancher.com/products/rke: - docs/matrix-table.md - docs/rancher.md year: N/A - addition_method: manual https://rancher.com/three-pillars-kubernetes-container-orchestration: + addition_method: manual content_hash: bfb649c5579100abb75dc6a432be9afe5cfdab8ddda4632a8be044161201a064 description: '' health_score: 100.0 @@ -196020,8 +204514,8 @@ https://rancher.com/three-pillars-kubernetes-container-orchestration: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://rancherdesktop.io: + addition_method: manual content_hash: 1218752b7dd68321a6019e8dcbf68516bf9bf2f6af8a82cd1a186ba0f70870e0 description: '' health_score: 100.0 @@ -196037,8 +204531,8 @@ https://rancherdesktop.io: v2_locations: - rancher.md year: N/A - addition_method: manual https://rapidapi.com: + addition_method: manual content_hash: c12f5daca0000a3503a9576faf5a2bc08e75faa93d3af467501c09a04b0d165a description: '' health_score: 100.0 @@ -196056,8 +204550,8 @@ https://rapidapi.com: - developerportals.md - api.md year: N/A - addition_method: manual https://rapidapi.com/blog/api-marketplace-vs-api-gateway-whats-the-difference: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -196073,16 +204567,16 @@ https://rapidapi.com/blog/api-marketplace-vs-api-gateway-whats-the-difference: v2_locations: - developerportals.md year: N/A - addition_method: manual https://rapidapi.com/blog/api-vs-microservices-whats-the-differences: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033400.386107 needs_ai_refresh: true v1_locations: - docs/api.md - addition_method: manual https://rapidapi.com/collection/car-api: + addition_method: manual content_hash: ffdc45651c246ef4cfd33d34d9ddd4a841331e00270ab47cb3f5579667bb77b7 description: '' health_score: 100.0 @@ -196098,8 +204592,8 @@ https://rapidapi.com/collection/car-api: v2_locations: - developerportals.md year: N/A - addition_method: manual https://rapidapi.com/guides/oath2-0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -196115,8 +204609,8 @@ https://rapidapi.com/guides/oath2-0: v2_locations: - oauth.md year: N/A - addition_method: manual https://raygun.com/blog/best-devops-tools: + addition_method: manual ai_summary: Aggregated selection of critical tools for SRE teams in 2020, discussing real-time crash reporting, APM utilities, and orchestration options. complexity: Beginner @@ -196142,8 +204636,8 @@ https://raygun.com/blog/best-devops-tools: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://rbac.dev: + addition_method: manual ai_summary: 'Curator Insight: A dedicated portal serving as a master index of guides, templates, and hardening vectors for Kubernetes RBAC. Live Grounding: Active and highly referenced by security engineers for baseline templating, simplifying the @@ -196171,8 +204665,8 @@ https://rbac.dev: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://rcarrata.com: + addition_method: manual content_hash: ee9cfbceb32a7d43dca245909af83c214f013e569c729b3e68c094ac4f9847f0 description: '' health_score: 100.0 @@ -196192,8 +204686,8 @@ https://rcarrata.com: - demos.md - openshift.md year: N/A - addition_method: manual https://rcarrata.com/observability/netobserv-1: + addition_method: manual content_hash: 14f8e5f1acf9e77fc0f0ab4960b66b75eb4be9894db90b3d805c219e9de3f6e1 description: '' health_score: 100.0 @@ -196205,8 +204699,8 @@ https://rcarrata.com/observability/netobserv-1: v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://rcarrata.github.io/observability/netobserv-1: + addition_method: manual ai_summary: Deep dive into Red Hat's NetObserv Operator, showcasing how eBPF is leveraged to gather network flow telemetry without sidecars. Live grounding confirms NetObserv's evolution into a robust tool for analyzing Kubernetes internal traffic @@ -196229,8 +204723,8 @@ https://rcarrata.github.io/observability/netobserv-1: v2_locations: - kubernetes-monitoring.md year: '2022' - addition_method: manual https://rcarrata.github.io/openshift/regenerate-kubeconfig: + addition_method: manual content_hash: 4d990fe251a663cd7f1586df8e3bb7aa12e229b2717eae37c4e83eeecfe53f44 description: '' health_score: 100.0 @@ -196247,8 +204741,8 @@ https://rcarrata.github.io/openshift/regenerate-kubeconfig: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://rclone.org: + addition_method: manual ai_summary: Curator Insight positions Rclone as the ultimate utility for managing and syncing objects on cloud storage providers. Live Grounding highlights its robust support for over 40 cloud environments and deep integration with automated @@ -196277,8 +204771,8 @@ https://rclone.org: v2_locations: - linux.md year: N/A - addition_method: manual https://rcls.medium.com/stop-calling-yourselves-devops-engineers-f9dfec382d0d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -196292,8 +204786,8 @@ https://rcls.medium.com/stop-calling-yourselves-devops-engineers-f9dfec382d0d: v2_locations: - devops.md year: N/A - addition_method: manual https://read.acloud.guru/serverless-the-future-of-software-architecture-d4473ffed864: + addition_method: manual content_hash: e02a7b4c23d92c8a4a2322cad38219ad2ef8bc93b58df61dde4d229e090c5e1e description: '' health_score: 100.0 @@ -196304,8 +204798,8 @@ https://read.acloud.guru/serverless-the-future-of-software-architecture-d4473ffe v1_locations: - docs/aws-serverless.md year: N/A - addition_method: manual https://readme.so: + addition_method: manual ai_summary: 'An interactive, visual editor designed to structure README files rapidly. Users can drag and drop pre-configured sections (e.g., Installation, API Reference, Badges) and edit them in real-time. 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addition_method: manual https://registry.terraform.io/modules/aztfmod/caf/azurerm/latest: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197373,8 +205867,8 @@ https://registry.terraform.io/modules/aztfmod/caf/azurerm/latest: v2_locations: - terraform.md year: N/A - addition_method: manual https://registry.terraform.io/modules/azurerm/resources/azure/latest: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197390,8 +205884,8 @@ https://registry.terraform.io/modules/azurerm/resources/azure/latest: v2_locations: - terraform.md year: N/A - addition_method: manual https://registry.terraform.io/modules/hlokensgard/rbac-administrator/azure/latest: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197407,8 +205901,8 @@ https://registry.terraform.io/modules/hlokensgard/rbac-administrator/azure/lates v2_locations: - terraform.md year: N/A - addition_method: manual https://registry.terraform.io/modules/hlokensgard/res-ipam/azure/latest: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197428,8 +205922,8 @@ https://registry.terraform.io/modules/hlokensgard/res-ipam/azure/latest: - iac.md - terraform.md year: N/A - addition_method: manual https://registry.terraform.io/modules/markti/azure-terraformer/azuredevops: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197445,8 +205939,8 @@ https://registry.terraform.io/modules/markti/azure-terraformer/azuredevops: v2_locations: - terraform.md year: N/A - addition_method: manual https://registry.terraform.io/modules/markti/github-runner/azurerm: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197462,8 +205956,8 @@ https://registry.terraform.io/modules/markti/github-runner/azurerm: v2_locations: - git.md year: N/A - addition_method: manual https://registry.terraform.io/modules/zenml-io/zenml-stack: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197474,8 +205968,8 @@ https://registry.terraform.io/modules/zenml-io/zenml-stack: v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://registry.terraform.io/providers/OctopusDeployLabs/octopusdeploylatest/docs: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197491,8 +205985,8 @@ https://registry.terraform.io/providers/OctopusDeployLabs/octopusdeploylatest/do v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://registry.terraform.io/providers/hashicorp/Azurerm/latest/docs/data-sources/ip_groups: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197508,8 +206002,8 @@ https://registry.terraform.io/providers/hashicorp/Azurerm/latest/docs/data-sourc v2_locations: - terraform.md year: N/A - addition_method: manual https://registry.terraform.io/providers/hashicorp/awscc/latest: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 description: '' health_score: 100.0 @@ -197525,15 +206019,15 @@ https://registry.terraform.io/providers/hashicorp/awscc/latest: v2_locations: - terraform.md year: N/A - addition_method: manual https://registry.terraform.io/providers/hashicorp/kubernetes/latest/docs: + addition_method: manual content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158 health_score: 100.0 last_checked: 1779033072.015798 v1_locations: - docs/about.md - addition_method: manual https://rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for-free-with-lets-encrypt: + addition_method: manual ai_summary: Teaches administrators how to configure automated TLS on Google Kubernetes Engine (GKE) endpoints using GKE Ingress controllers and free Let's Encrypt certificates. complexity: Beginner @@ -197553,8 +206047,8 @@ https://rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for-fre v2_locations: - kubernetes-security.md year: '2021' - addition_method: manual https://relay.sh: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -197568,8 +206062,8 @@ https://relay.sh: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://release.com/blog/6-docker-compose-best-practices-for-dev-and-prod: + addition_method: manual content_hash: cd23ad3f6ca00c4766816ad5c64648269b474b322a42e01791c6fbb726048978 health_score: 100.0 last_checked: 1779130494.944735 @@ -197580,8 +206074,8 @@ https://release.com/blog/6-docker-compose-best-practices-for-dev-and-prod: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://release.com/blog/cutting-build-time-in-half-docker-buildx-kubernetes: + addition_method: manual content_hash: 2b32d7c4063795d22df849569b0b16e7fed8c72616c1924ad5dbe4e251132ee8 health_score: 100.0 last_checked: 1779130495.023816 @@ -197592,8 +206086,8 @@ https://release.com/blog/cutting-build-time-in-half-docker-buildx-kubernetes: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://release.com/blog/kubernetes-health-checks-2-ways-to-improve-stability: + addition_method: manual content_hash: 98d711e40307e1afc6bcb57f3ee9eb06485ed932facd0bc710f3b5f00ef12386 health_score: 100.0 last_checked: 1779130494.950882 @@ -197604,8 +206098,8 @@ https://release.com/blog/kubernetes-health-checks-2-ways-to-improve-stability: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://release.com/blog/terraform-kubernetes-deployment-a-detailed-walkthrough: + addition_method: manual content_hash: 26151d7794b8232125ba66d9bcb62eefcf5bb56e8891a56ee56e8eef5bbc7868 health_score: 100.0 last_checked: 1779130494.938392 @@ -197616,8 +206110,8 @@ https://release.com/blog/terraform-kubernetes-deployment-a-detailed-walkthrough: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://releasehub.com/blog/6-docker-compose-best-practices-for-dev-and-prod: + addition_method: manual content_hash: 08453a849995d76175cdb6d045c393dc9f7175fb8f146d5aca9e4aa97fe7a080 description: '' health_score: 100.0 @@ -197628,8 +206122,8 @@ https://releasehub.com/blog/6-docker-compose-best-practices-for-dev-and-prod: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://releasehub.com/blog/cutting-build-time-in-half-docker-buildx-kubernetes: + addition_method: manual content_hash: 418815082d146a0bb5ce41a7481fb9877873a89e64d711073734ed174e8e28ea description: '' health_score: 100.0 @@ -197641,8 +206135,8 @@ https://releasehub.com/blog/cutting-build-time-in-half-docker-buildx-kubernetes: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://releasehub.com/blog/kubernetes-health-checks-2-ways-to-improve-stability: + addition_method: manual content_hash: ed87ddbadb29e4740ce7124849e7ee311e90e16c9127e791509755f6b228bef6 description: '' health_score: 100.0 @@ -197654,8 +206148,8 @@ https://releasehub.com/blog/kubernetes-health-checks-2-ways-to-improve-stability v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://releasehub.com/blog/terraform-kubernetes-deployment-a-detailed-walkthrough: + addition_method: manual content_hash: ab0b84ba0a1b3f155f75b72c696f7536d2741ecfdfafcdb16d9a524b0a2a8b3f description: '' health_score: 100.0 @@ -197666,8 +206160,8 @@ https://releasehub.com/blog/terraform-kubernetes-deployment-a-detailed-walkthrou v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://releaseops.io/blog/scaling-kubernetes-deployments-in-aws-with-container-insights-metrics: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -197682,8 +206176,8 @@ https://releaseops.io/blog/scaling-kubernetes-deployments-in-aws-with-container- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://relferreira.github.io/kubedev: + addition_method: manual content_hash: ab23bf9c8ab70d8437275f1c81250ef42e6840c812331b1c565ba20e0a5b85cd description: '' health_score: 100.0 @@ -197699,8 +206193,8 @@ https://relferreira.github.io/kubedev: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://relnotes.k8s.io: + addition_method: manual content_hash: fe479fb62a25227f9898d828ae17cc59d9948298ea7d0d6663fb48080048f5a9 description: '' health_score: 100.0 @@ -197716,8 +206210,8 @@ https://relnotes.k8s.io: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://relocate.me: + addition_method: manual ai_summary: A specialized global platform built for software developers seeking international career transitions. It categorizes jobs by visa sponsorship options and provides essential information on relocation assistance packages. @@ -197744,8 +206238,8 @@ https://relocate.me: v2_locations: - recruitment.md year: N/A - addition_method: manual https://remote.one: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -197759,8 +206253,8 @@ https://remote.one: v2_locations: - freelancing.md year: N/A - addition_method: manual https://renjithvr11.medium.com/running-gitlab-runners-on-kubernetes-8e7fc9bf75ce: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -197774,8 +206268,8 @@ https://renjithvr11.medium.com/running-gitlab-runners-on-kubernetes-8e7fc9bf75ce v2_locations: - git.md year: N/A - addition_method: manual https://repl.it: + addition_method: manual content_hash: f0bb00f560f5b867bbd409e64053308f1c563b94addb6c170b31b5316fafd262 description: '' health_score: 100.0 @@ -197786,8 +206280,8 @@ https://repl.it: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://replit.com: + addition_method: manual content_hash: 4db5893859040e1e9f5c825e6cb72e1ade936b2a8e1d29007ebb44c50ab72ab4 health_score: 100.0 last_checked: 1779130494.945131 @@ -197799,8 +206293,8 @@ https://replit.com: - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://repo.new: + addition_method: manual content_hash: fd72a180b350a154cab081467cd08bde050716a894ceb1e7a781a2a4fbe3a846 description: '' health_score: 100.0 @@ -197811,8 +206305,8 @@ https://repo.new: v1_locations: - docs/project-management-tools.md year: N/A - addition_method: manual https://repost.aws: + addition_method: manual content_hash: af5ae395657139a34234320442cd9ffb158520d25e5209f98826c4213a3c2be6 description: '' health_score: 100.0 @@ -197830,8 +206324,8 @@ https://repost.aws: - newsfeeds.md - index.md year: N/A - addition_method: manual https://repost.aws/es/knowledge-center/troubleshoot-service-quotas-cli-commands: + addition_method: manual content_hash: 11d3f8aab0c6d8b2fbf6750f57ab384110a350f0368b165cc3c51152445339b5 health_score: 100.0 last_checked: 1779130495.006016 @@ -197843,8 +206337,8 @@ https://repost.aws/es/knowledge-center/troubleshoot-service-quotas-cli-commands: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://repost.aws/knowledge-center: + addition_method: manual health_score: 100.0 last_checked: 1779130494.95866 status: online @@ -197854,8 +206348,8 @@ https://repost.aws/knowledge-center: - docs/aws-networking.md v2_locations: - aws-networking.md - addition_method: manual https://repost.aws/knowledge-center/create-and-activate-aws-account: + addition_method: manual content_hash: 350d4d0b01fad006279c1a81e67b8f4d979864f102cc32e51f80b428b7badfb0 health_score: 100.0 last_checked: 1779130494.933118 @@ -197867,8 +206361,8 @@ https://repost.aws/knowledge-center/create-and-activate-aws-account: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://repost.aws/knowledge-center/eks-plan-upgrade-cluster: + addition_method: manual ai_summary: A structured AWS Knowledge Center guide explaining step-by-step procedures to minimize disruption during EKS control plane and data plane upgrades. It covers validation checks, API compatibility, and dependency tracking (e.g., matching @@ -197898,8 +206392,8 @@ https://repost.aws/knowledge-center/eks-plan-upgrade-cluster: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://research.google/pubs/dapper-a-large-scale-distributed-systems-tracing-infrastructure: + addition_method: manual content_hash: 9496eacb55cd4fe87cb781d17e4e9d5d4b9ba6ca68b5f7f95f57e06e01b79d4a health_score: 100.0 last_checked: 1779130494.949008 @@ -197910,8 +206404,8 @@ https://research.google/pubs/dapper-a-large-scale-distributed-systems-tracing-in - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://research.google/pubs/pub36356: + addition_method: manual content_hash: 39f408db666030da521804aa3526ae1d7d43163f0a48c003c1931d346c835603 description: '' health_score: 100.0 @@ -197922,8 +206416,8 @@ https://research.google/pubs/pub36356: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://research.nccgroup.com/2021/11/10/detection-engineering-for-kubernetes-clusters: + addition_method: manual content_hash: 0e260f1e4b4f1418c0be0572ce75cad2fb73d9e29057c0890495ba0cf595f42a description: '' health_score: 100.0 @@ -197939,8 +206433,8 @@ https://research.nccgroup.com/2021/11/10/detection-engineering-for-kubernetes-cl v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://research.nccgroup.com/2022/01/13/10-real-world-stories-of-how-weve-compromised-ci-cd-pipelines: + addition_method: manual ai_summary: A critical compilation of real-world penetration testing engagements exposing severe vulnerabilities in automated deployment systems. Analyzes attack vectors such as runner compromise, untrusted workflow executions, and secret exposure, @@ -197969,8 +206463,8 @@ https://research.nccgroup.com/2022/01/13/10-real-world-stories-of-how-weve-compr v2_locations: - devsecops.md year: N/A - addition_method: manual https://resources.github.com/devops/tools/automation/actions: + addition_method: manual content_hash: b964f9c267dd74922960191ddbc088786f7058589c53a4d58e88937eaa8626f1 description: '' health_score: 100.0 @@ -197981,8 +206475,8 @@ https://resources.github.com/devops/tools/automation/actions: v1_locations: - docs/git.md year: N/A - addition_method: manual https://resources.whitesourcesoftware.com/blog-whitesource/kubernetes-security: + addition_method: manual ai_summary: An industry blog focusing on secure software supply chain practices within Kubernetes. It covers automating the detection of outdated libraries, scanning Docker images for CVEs, and applying security controls in CI/CD before deployment. @@ -198008,8 +206502,8 @@ https://resources.whitesourcesoftware.com/blog-whitesource/kubernetes-security: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://restic.net: + addition_method: manual content_hash: 9132670dc8eacfe7a7a1734d45d80315ecdef2a07850d76cffdc33f4604d9a52 description: '' health_score: 100.0 @@ -198020,8 +206514,8 @@ https://restic.net: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://resume.io/blog: + addition_method: manual content_hash: 7628a77bb39baaaf359c15fd30e721886efd8daac440dc7a6558557598d4ff3c health_score: 100.0 last_checked: 1779130495.019668 @@ -198033,8 +206527,8 @@ https://resume.io/blog: - docs/remote-tech-jobs.md v2_locations: - remote-tech-jobs.md - addition_method: manual https://resume.io/blog/remote-job-guide: + addition_method: manual content_hash: ad43003c54c2c21b79dbb21b20851c15dcc8da1dc3a2aef499fc09bc38e65a62 description: '' health_score: 100.0 @@ -198045,8 +206539,8 @@ https://resume.io/blog/remote-job-guide: v1_locations: - docs/remote-tech-jobs.md year: N/A - addition_method: manual https://rethinkdb.com: + addition_method: manual content_hash: a3371d39bdf2cada42abd2af5fa0c2ff5a3f2229d2984811d4dfb816d3fb73cb health_score: 100.0 last_checked: 1779033921.676133 @@ -198058,15 +206552,15 @@ https://rethinkdb.com: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://retina.sh: + addition_method: manual content_hash: d53b0721c57d77b11a25453fb96763ee56f1176cbe7e214ef2c158da503c36a3 health_score: 100.0 last_checked: 1779033258.669335 v1_locations: - docs/kubernetes-monitoring.md - addition_method: manual https://reviewnprep.com/blog/devops-basics: + addition_method: manual content_hash: af2028925b6e5827084237c87a78c412b7beffc047033166e0e95aaa7ca6e9c5 description: '' health_score: 100.0 @@ -198082,8 +206576,8 @@ https://reviewnprep.com/blog/devops-basics: v2_locations: - devops.md year: N/A - addition_method: manual https://reviewnprep.com/blog/devops-tool-comparison-docker-vs-kubernetes-vs-ansible: + addition_method: manual ai_summary: Comparative analysis distinguishing container engines, cluster orchestration, and configuration management platforms. Contributes a structural taxonomy of Docker, Kubernetes, and Ansible, delineating how they align in deployment pipelines and @@ -198111,8 +206605,8 @@ https://reviewnprep.com/blog/devops-tool-comparison-docker-vs-kubernetes-vs-ansi v2_locations: - devops-tools.md year: N/A - addition_method: manual https://revistacloud.com/serverlesshorrors-la-web-que-recoge-las-peores-pesadillas-del-mundo-serverless: + addition_method: manual ai_summary: Un compendio técnico sobre los errores más comunes y costosos en el diseño de arquitecturas serverless. Ofrece un análisis crítico de fallos reales de concurrencia, inicios en frío ("cold starts"), costos fuera de control e integración @@ -198145,8 +206639,8 @@ https://revistacloud.com/serverlesshorrors-la-web-que-recoge-las-peores-pesadill - serverless.md - finops.md year: N/A - addition_method: manual https://rexegg.com/regex-tricks.html: + addition_method: manual content_hash: 7e63e74b25f578d1f38b67279851b133b669c877dcdfc0b0a5ddff620d42b86d description: '' health_score: 100.0 @@ -198157,8 +206651,8 @@ https://rexegg.com/regex-tricks.html: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://rhelblog.redhat.com/tag/varnish: + addition_method: manual content_hash: a2def173eb62076fe8eae91c52554d68ee705cef63a1d1c3fbaa3769febffdee health_score: 100.0 last_checked: 1779032549.55765 @@ -198170,8 +206664,8 @@ https://rhelblog.redhat.com/tag/varnish: - docs/caching.md v2_locations: - caching.md - addition_method: manual https://rieckpil.de/maven-setup-for-testing-java-applications: + addition_method: manual ai_summary: Clear, practical playbook for segregating unit tests from slow integration tests inside Maven. Optimizes CI pipeline durations using Surefire and Failsafe bindings. @@ -198199,8 +206693,8 @@ https://rieckpil.de/maven-setup-for-testing-java-applications: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://rigorousthemes.com/blog/best-kubernetes-dashboard-alternatives: + addition_method: manual ai_summary: Comprehensive market overview highlighting ten alternatives to the standard Kubernetes dashboard, ranked by footprint size, styling controls, and ease of installation. @@ -198227,8 +206721,8 @@ https://rigorousthemes.com/blog/best-kubernetes-dashboard-alternatives: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://rion.io/2020/07/04/a-distributed-tracing-adventure-in-apache-beam: + addition_method: manual content_hash: ee3bcbe8b97f1aafbe2d1eb18fee556df8a684d15ee332e1ef774ef68b8e442d health_score: 100.0 last_checked: 1779033713.837917 @@ -198240,8 +206734,8 @@ https://rion.io/2020/07/04/a-distributed-tracing-adventure-in-apache-beam: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://riptutorial.com: + addition_method: manual ai_summary: An invaluable, community-driven aggregation of technical tutorials constructed by parsing Stack Overflow documentation. Offers exhaustive syntax and API code patterns. @@ -198268,15 +206762,15 @@ https://riptutorial.com: v2_locations: - elearning.md year: N/A - addition_method: manual https://riptutorial.com/ebook: + addition_method: manual content_hash: ad7ada604543f30c2f11ed77e7b2c7409fad4d4ed3933b61b8c53283450e85f0 health_score: 100.0 last_checked: 1779032583.004443 v1_locations: - docs/elearning.md - addition_method: manual https://riptutorial.com/ebook/jenkins: + addition_method: manual content_hash: fd4c9cd85cc3979728b98e930e2de1dec5cc9ba36f96b1410aaf77ae7b200651 description: '' health_score: 100.0 @@ -198292,8 +206786,8 @@ https://riptutorial.com/ebook/jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://roadmap.sh: + addition_method: manual content_hash: 26e0330cd32e11a6bb962ffdbf073ecb69c90e24b61b04a850ff3f5d36c00b50 description: '' health_score: 100.0 @@ -198303,8 +206797,8 @@ https://roadmap.sh: title: roadmap.sh v1_locations: [] year: N/A - addition_method: manual https://roadmap.sh/ai: + addition_method: manual content_hash: 2671d72fe01912d8c1fc856065076255665aeb229cf7041118f4788daa7a663f description: '' health_score: 100.0 @@ -198314,20 +206808,20 @@ https://roadmap.sh/ai: title: 'roadmap.sh/ai: Generate roadmaps with AI' v1_locations: [] year: N/A - addition_method: manual https://roadmap.sh/devops: + addition_method: manual content_hash: ef744ef18865dd335657af4dd31425b09894af4c6591f3a669e08565629eb273 health_score: 100.0 last_checked: 1779032195.77198 v1_locations: [] - addition_method: manual https://roadmap.sh/kubernetes: + addition_method: manual content_hash: b1e3a22bc447c91cc8786f76bb392ab8a6c6a4fb66f34ed51de0d07e128a3ba1 health_score: 100.0 last_checked: 1779031850.488192 v1_locations: [] - addition_method: manual https://roadmap.sh/r?id=65a112f2b8633950ffcf38b6: + addition_method: manual content_hash: 318d9dc999b37390b994eaf2a32ef38b8b3d92368a28da2b40db28d9463421c0 description: '' health_score: 100.0 @@ -198343,8 +206837,8 @@ https://roadmap.sh/r?id=65a112f2b8633950ffcf38b6: v2_locations: - mlops.md year: N/A - addition_method: manual https://roadmap.sh/terraform: + addition_method: manual content_hash: 46b083a52ad80548cab0fa00d8a53bdae6494408c72343026816dd04a771eb3d description: '' health_score: 100.0 @@ -198361,8 +206855,8 @@ https://roadmap.sh/terraform: - terraform.md - index.md year: N/A - addition_method: manual https://robertmuth.blogspot.com/2012/08/better-bash-scripting-in-15-minutes.html: + addition_method: manual ai_summary: An older but highly effective guide containing critical tenets for reliable shell code. It recommends explicit execution options (like `set -eu`) and modular function designs to enhance readability. @@ -198389,8 +206883,8 @@ https://robertmuth.blogspot.com/2012/08/better-bash-scripting-in-15-minutes.html v2_locations: - linux.md year: '2012' - addition_method: manual https://robin.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -198404,8 +206898,8 @@ https://robin.io: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://robinshen.medium.com/hands-on-gitops-with-onedev-f05bd278f07c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -198419,8 +206913,8 @@ https://robinshen.medium.com/hands-on-gitops-with-onedev-f05bd278f07c: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://robotframework.org: + addition_method: manual content_hash: 29761b5daad39d0de4965caa1a2fb56107a481b818a63cd7618af7246ef79b45 description: '' health_score: 100.0 @@ -198438,8 +206932,8 @@ https://robotframework.org: - test-automation-frameworks.md - jenkins.md year: N/A - addition_method: manual https://rockcontent.com/es/blog/matriz-raci: + addition_method: manual content_hash: a817dca36d7165b20ca2b4af6fb317f0f10d4e22e217ac0decc4976db1015971 description: '' health_score: 100.0 @@ -198450,8 +206944,8 @@ https://rockcontent.com/es/blog/matriz-raci: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://rockcontent.com/es/blog/tipos-de-consultoria: + addition_method: manual content_hash: 4ee8fa42cbcffda87fa12f8c03fa82734f9b42c7b67ab9a021dc711bc1fb346a description: '' health_score: 100.0 @@ -198463,8 +206957,8 @@ https://rockcontent.com/es/blog/tipos-de-consultoria: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://rocket.chat: + addition_method: manual content_hash: 9148fc1787f85787e79c8dc435941400d6dca6921414cf29d372356161a0b29d description: '' health_score: 100.0 @@ -198475,8 +206969,8 @@ https://rocket.chat: v1_locations: - docs/workfromhome.md year: N/A - addition_method: manual https://rockset.com/blog/sequoia-capital-elasticsearch-to-rockset: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -198490,8 +206984,8 @@ https://rockset.com/blog/sequoia-capital-elasticsearch-to-rockset: v2_locations: - databases.md year: N/A - addition_method: manual https://rogerdudler.github.io/git-guide: + addition_method: manual content_hash: 362e83bbcd7c7918eba4c01c720523850623cc329f0f2dc4645198171e927804 description: '' health_score: 100.0 @@ -198507,8 +207001,8 @@ https://rogerdudler.github.io/git-guide: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://rogerdudler.github.io/git-guide/files/git_cheat_sheet.pdf: + addition_method: manual content_hash: 6e4793457e33a02b0438f96a6489bdfcfa7ae7307937872a072c5239811d1e25 description: '' health_score: 100.0 @@ -198523,8 +207017,8 @@ https://rogerdudler.github.io/git-guide/files/git_cheat_sheet.pdf: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://rogulski.it/blog/kafka-consumer-knative-fastapi: + addition_method: manual ai_summary: 'Curator Insight: Practical reference implementation for python-based serverless consumers. Live Grounding: Illustrates setting up Knative Eventing with a KafkaSource trigger to dynamically scale a FastAPI container from zero @@ -198554,8 +207048,8 @@ https://rogulski.it/blog/kafka-consumer-knative-fastapi: v2_locations: - message-queue.md year: N/A - addition_method: manual https://rollno748.medium.com/load-testing-gcp-pub-sub-using-jmeter-9eff79440beb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -198569,8 +207063,8 @@ https://rollno748.medium.com/load-testing-gcp-pub-sub-using-jmeter-9eff79440beb: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://rollout.io/blog/rollout-tutorial-feature-flagging-in-your-react-native-app-in-5-minutes: + addition_method: manual content_hash: 2d20fb80c9507ff96826c679d297cc88a3a8a84f1c9ea2ed4cc313d65343b407 description: '' health_score: 100.0 @@ -198582,8 +207076,8 @@ https://rollout.io/blog/rollout-tutorial-feature-flagging-in-your-react-native-a v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://rollout.io/wp-content/uploads/2018/11/Rising.The_.Flag_.Rollout-1.pdf: + addition_method: manual content_hash: 38bf587523ca271e559c7060b0c03c95cb50e07d8c7457beb0ed22d6ff36cddf health_score: 100.0 last_checked: 1779033384.70621 @@ -198595,8 +207089,8 @@ https://rollout.io/wp-content/uploads/2018/11/Rising.The_.Flag_.Rollout-1.pdf: status: review_required v1_locations: - docs/jenkins.md - addition_method: manual https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address: + addition_method: manual content_hash: 7d9887fc5df8f19786d9baeefc7e91d70f5db76da85dd5dad3a250d5b0585473 description: '' health_score: 100.0 @@ -198614,8 +207108,8 @@ https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address: - kubernetes-networking.md - kubernetes.md year: N/A - addition_method: manual https://rook.io: + addition_method: manual content_hash: bdec2d5a1ffc28d5ce317af6b6f42798133cea546cf3ced974ed099557e174a7 description: '' health_score: 100.0 @@ -198633,8 +207127,47 @@ https://rook.io: - ocp4.md - kubernetes-storage.md year: N/A - addition_method: manual +https://rosencharts.com: + addition_method: automatic + ai_summary: 'Rosen Charts is a pioneer in web data visualization, engineered from + the ground up for React Server Components (RSC). By executing 100% of chart rendering + logic on the server via D3 and producing raw SVGs, it completely removes the client-side + bundle tax of traditional UI charting engines (like Recharts and Chart.js). + + + * Requires zero client-side JavaScript by default, avoiding hydration delays and + layout shifts. + + * Allows progressive enhancement with standard Tailwind classes and localized + interactivity.' + category: react + complexity: Intermediate + content_hash: 64f6d6ba8b31b5a563a79d271f3a8a128016685cf023710b4e117a64d79fcf54 + description: A zero-bundle-bloat data visualization library crafted for React Server + Components, D3.js, and Tailwind CSS. + hierarchy: + - Frontend + - React Server Components + - Data Visualization + is_microservice: false + language: en + last_checked: 1780352414.115672 + reputation_status: Vetted + reputation_summary: Highly praised on Reddit and Dev.to in late 2025 and 2026 as + the premiere RSC-compatible, lightweight charting solution. + resource_type: website + social_preview_url: https://rosencharts.com/api/og + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: web-visualization + tags: + - '[EMERGING]' + - '[COMMUNITY-TOOL]' + title: 'Rosen Charts: RSC Compatible D3 Charting Library' + year: '2025' https://routerhan.medium.com/understanding-kubernetes-deployment-a-beginners-guide-6723c19dbd57: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -198649,8 +207182,8 @@ https://routerhan.medium.com/understanding-kubernetes-deployment-a-beginners-gui v2_locations: - kubernetes.md year: N/A - addition_method: manual https://rpadovani.com/k8s-algorithm-pick-pod-scale-in: + addition_method: manual content_hash: 449455a9c82360198670f9cbe8e1ccb4787c6e90c7aab0c1bb5dca52885aaad4 description: '' health_score: 100.0 @@ -198666,8 +207199,8 @@ https://rpadovani.com/k8s-algorithm-pick-pod-scale-in: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://rpadovani.com/terraform-cloudinit: + addition_method: manual content_hash: d55d8ac9447eda1f86785bfe1f2cd66202a4b38ed661615b2a21ed410f9cd70f description: '' health_score: 100.0 @@ -198684,8 +207217,8 @@ https://rpadovani.com/terraform-cloudinit: v2_locations: - terraform.md year: N/A - addition_method: manual https://rtfm.co.ua/en/kubernetes-cluster-cost-monitoring-kubernetes-resource-report-and-kubecost: + addition_method: manual content_hash: febd3c97c72dcf7205d83eff5538c41d2553091037e41151a5e750343024e48b description: '' health_score: 100.0 @@ -198702,8 +207235,8 @@ https://rtfm.co.ua/en/kubernetes-cluster-cost-monitoring-kubernetes-resource-rep v2_locations: - kubernetes.md year: N/A - addition_method: manual https://rtfm.co.ua/en/prometheus-kubernetes-endpoints-monitoring-with-blackbox-exporter: + addition_method: manual content_hash: a611456824261188796f2b1208ab634966d34537890056a4e8692032a02742d4 description: '' health_score: 100.0 @@ -198719,8 +207252,8 @@ https://rtfm.co.ua/en/prometheus-kubernetes-endpoints-monitoring-with-blackbox-e v2_locations: - prometheus.md year: N/A - addition_method: manual https://rudderstack.com: + addition_method: manual content_hash: d056740e4d71e64586dcdf73a3d2bf8c3335fb4a7f6d142e5c655d05f81cf868 description: '' health_score: 100.0 @@ -198731,8 +207264,8 @@ https://rudderstack.com: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://runs-on.com: + addition_method: manual ai_summary: A commercial-grade, highly efficient solution for hosting ephemeral, auto-scaled GitHub Actions runners directly on your AWS account. Delivers a significant reduction in GitHub Actions spend (up to 10x) using cheap EC2 spot instances, @@ -198765,8 +207298,8 @@ https://runs-on.com: - aws.md - kubernetes.md year: N/A - addition_method: manual https://runterrascan.io: + addition_method: manual content_hash: 8fc6d7d949149fa92145dec2c4b5c7e650b1f2035819df4a0abb44b4cb4ac890 description: '' health_score: 100.0 @@ -198777,8 +207310,8 @@ https://runterrascan.io: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://rutlandblog.com: + addition_method: manual content_hash: 6f74a96201d80ff57f9dede9a3a6a66379e0780aa0fa740c82bad5b6f88f7f75 description: '' health_score: 100.0 @@ -198794,8 +207327,8 @@ https://rutlandblog.com: v2_locations: - azure.md year: N/A - addition_method: manual https://ruudvanasseldonk.com/2023/01/11/the-yaml-document-from-hell: + addition_method: manual ai_summary: Curator Insight is a renowned technical critique of YAML’s excessive complexity, implicit typing, and edge-case errors (the Norway problem). Live Grounding evaluates the structural vulnerability of relying on implicit parsers in mission-critical @@ -198824,16 +207357,16 @@ https://ruudvanasseldonk.com/2023/01/11/the-yaml-document-from-hell: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://rvm.io: + addition_method: manual content_hash: cae0a4f19261702ec2e151d8ee99f7fadb20eb06bb2ee123dc84f4dfcb847fef health_score: 100.0 last_checked: 1779030326.636525 v1_locations: - docs/demos.md - docs/maven-gradle.md - addition_method: manual https://saahitya.hashnode.dev/pod-disruption-budgetpdb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -198847,15 +207380,15 @@ https://saahitya.hashnode.dev/pod-disruption-budgetpdb: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://sagikazarmark.hu/blog/vanity-import-paths-in-go: + addition_method: manual content_hash: 17764bf953c2da654a48be3d6145bc9794a4ae9ad5c5f519b2a3a09daa03dd21 health_score: 100.0 last_checked: 1779031980.288156 v1_locations: - docs/golang.md - addition_method: manual https://sahansera.dev/multi-stage-builds-with-azure-pipelines-ionic: + addition_method: manual content_hash: 89d2ae3677724ef362dc6dcfd68045d091a2d280408d3ebbcfd141aab95d0f6b description: '' health_score: 100.0 @@ -198871,8 +207404,8 @@ https://sahansera.dev/multi-stage-builds-with-azure-pipelines-ionic: v2_locations: - azure.md year: N/A - addition_method: manual https://sahansera.dev/publishing-android-apps-to-microsoft-appcenter: + addition_method: manual content_hash: 21808404a658b392c8096fbf70b920781f5c35df1c22ba199d58236ca3d74fef description: '' health_score: 100.0 @@ -198889,8 +207422,8 @@ https://sahansera.dev/publishing-android-apps-to-microsoft-appcenter: v2_locations: - azure.md year: N/A - addition_method: manual https://sairamkrish.medium.com/terraform-best-practices-and-project-setup-1772ad04cf5e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -198904,8 +207437,8 @@ https://sairamkrish.medium.com/terraform-best-practices-and-project-setup-1772ad v2_locations: - terraform.md year: N/A - addition_method: manual https://saiteja313.medium.com/tracing-dns-issues-in-kubernetes-28b38f782103: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -198919,8 +207452,8 @@ https://saiteja313.medium.com/tracing-dns-issues-in-kubernetes-28b38f782103: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://sakaiproject.atlassian.net/wiki/spaces/REL/pages/1314427619/Maven+release+plugin+cheat+sheet: + addition_method: manual health_score: 100.0 last_checked: 1779130494.956299 status: online @@ -198930,8 +207463,8 @@ https://sakaiproject.atlassian.net/wiki/spaces/REL/pages/1314427619/Maven+releas - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://salaboy.com/2022/01/29/event-driven-applications-with-cloudevents-on-kubernetes: + addition_method: manual content_hash: 010ddd6edf11684699029d3736050e75266137aa95f14f380132ccc16fa6e120 description: '' health_score: 100.0 @@ -198942,8 +207475,8 @@ https://salaboy.com/2022/01/29/event-driven-applications-with-cloudevents-on-kub v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://salaboy.com/2022/08/03/building-platforms-on-top-of-kubernetes-vcluster-and-crossplane: + addition_method: manual content_hash: cf1123a2229edd992e9f0e55757f7965517646a61d8de36e8286cea6a81b65d4 description: '' health_score: 100.0 @@ -198954,8 +207487,8 @@ https://salaboy.com/2022/08/03/building-platforms-on-top-of-kubernetes-vcluster- v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://salaboy.com/2022/11/28/the-challenges-of-platform-building-on-top-of-kubernetes-4-4: + addition_method: manual content_hash: dcd6e28dc0cb6437dec8516891750bcf55556ebbb2c9fca3378d10af6c6865d6 description: '' health_score: 100.0 @@ -198966,8 +207499,8 @@ https://salaboy.com/2022/11/28/the-challenges-of-platform-building-on-top-of-kub v1_locations: - docs/devops.md year: N/A - addition_method: manual https://samiislam0306.medium.com/insightful-monitoring-of-kubernetes-clusters-with-traces-c7c3b33ed07e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -198982,8 +207515,8 @@ https://samiislam0306.medium.com/insightful-monitoring-of-kubernetes-clusters-wi v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://samirbehara.com/2019/05/30/cloud-native-monitoring-with-prometheus: + addition_method: manual content_hash: 42a93e1023c59bbf5571cffe789f0a887e6302ff3d93798fbb23cef415868f5c description: '' health_score: 100.0 @@ -198999,8 +207532,8 @@ https://samirbehara.com/2019/05/30/cloud-native-monitoring-with-prometheus: v2_locations: - prometheus.md year: N/A - addition_method: manual https://samiyaakhtar.medium.com/gitops-observability-visualizing-the-journey-of-a-container-5f6ef1f3c9d2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199015,8 +207548,8 @@ https://samiyaakhtar.medium.com/gitops-observability-visualizing-the-journey-of- v2_locations: - gitops.md year: N/A - addition_method: manual https://samos-it.com/posts/securing-redis-istio-tls-origniation-termination.html: + addition_method: manual ai_summary: A technical guide illustrating how to configure Istio to automatically perform TLS origination for traffic destined for a Redis database cluster. Explains the ServiceEntry and DestinationRule patterns required to secure transport-layer @@ -199046,8 +207579,8 @@ https://samos-it.com/posts/securing-redis-istio-tls-origniation-termination.html v2_locations: - istio.md year: N/A - addition_method: manual https://sandeepbaldawa.medium.com/k8s-labels-selectors-9ad2fcf78a4e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199061,8 +207594,8 @@ https://sandeepbaldawa.medium.com/k8s-labels-selectors-9ad2fcf78a4e: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://sandeepbaldawa.medium.com/service-accounts-in-k8s-kubernetes-2779ee4fb331: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199076,8 +207609,8 @@ https://sandeepbaldawa.medium.com/service-accounts-in-k8s-kubernetes-2779ee4fb33 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://sanjimoh.medium.com/demystifying-kubernetes-networking-episode-1-ca5605a97f87: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199091,8 +207624,8 @@ https://sanjimoh.medium.com/demystifying-kubernetes-networking-episode-1-ca5605a v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://sap.github.io/jenkins-library: + addition_method: manual content_hash: 6abadb75504027b8038578a13521e11e4fcd2e590d5de93db6070dde25803a45 description: '' health_score: 100.0 @@ -199103,8 +207636,8 @@ https://sap.github.io/jenkins-library: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://sapling-scm.com/docs/introduction: + addition_method: manual content_hash: bac0a3371b09894f2967b887ae1061a1128957847ece9f1bfecf284716cb9a22 description: '' health_score: 100.0 @@ -199120,8 +207653,8 @@ https://sapling-scm.com/docs/introduction: v2_locations: - git.md year: N/A - addition_method: manual https://satyenkumar.medium.com/demystifying-the-cloud-computing-an-overview-of-the-microsoft-azure-6a5c1fb1799d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199136,8 +207669,8 @@ https://satyenkumar.medium.com/demystifying-the-cloud-computing-an-overview-of-t v2_locations: - azure.md year: N/A - addition_method: manual https://satyenkumar.medium.com/my-youtube-channel-is-updated-for-aws-certifications-over-150-video-list-1ae7aa81e99d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199152,8 +207685,8 @@ https://satyenkumar.medium.com/my-youtube-channel-is-updated-for-aws-certificati v2_locations: - aws-training.md year: N/A - addition_method: manual https://saurabhdashora.hashnode.dev/implementing-sidecar-design-pattern-with-kubernetes-pod: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199168,8 +207701,8 @@ https://saurabhdashora.hashnode.dev/implementing-sidecar-design-pattern-with-kub v2_locations: - kubernetes.md year: N/A - addition_method: manual https://sayali.hashnode.dev/day-56-understanding-ad-hoc-commands-in-ansible: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199184,8 +207717,8 @@ https://sayali.hashnode.dev/day-56-understanding-ad-hoc-commands-in-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://scalefactory.com/blog/2021/10/13/failing-faster-with-terraform: + addition_method: manual content_hash: 6c5047c1cbccfeb7b76776ec68fe68e94015616b6fb361ec6130286bab06eb44 description: '' health_score: 100.0 @@ -199201,8 +207734,8 @@ https://scalefactory.com/blog/2021/10/13/failing-faster-with-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://scalr.com: + addition_method: manual content_hash: 3dc7860d49b6354484701a98ba2f9587aa7fc777eca31ad4ad889119ca8e2970 description: '' health_score: 100.0 @@ -199218,8 +207751,8 @@ https://scalr.com: v2_locations: - terraform.md year: N/A - addition_method: manual https://scoop.sh: + addition_method: manual content_hash: 69eca09463a751c3ee7f6188f3583eb93a2ba4dcdfa2da29a68c53c6fb4bc954 description: '' health_score: 100.0 @@ -199235,15 +207768,15 @@ https://scoop.sh: v2_locations: - azure.md year: N/A - addition_method: manual https://scotch.io/courses/10-need-to-know-javascript-concepts/declaring-javascript-variables-var-let-and-const: + addition_method: manual content_hash: 0df48620e6b2106ab30430a74433ff08d91013549d409e6a2904f979bf2f31ad health_score: 100.0 last_checked: 1779031497.551725 v1_locations: - docs/javascript.md - addition_method: manual https://scrapy.org: + addition_method: manual content_hash: b7b26c7c9a91fd0ef307639ee103c9b5b8689c23bfe19b0016fb4f6394c4b799 health_score: 100.0 last_checked: 1779034097.401386 @@ -199255,8 +207788,8 @@ https://scrapy.org: - docs/python.md v2_locations: - python.md - addition_method: manual https://scrivano.org/posts/2022-10-21-the-journey-to-speed-up-oci-containers: + addition_method: manual content_hash: 20e9944a1166ed7fe04b29b1d5a6ca74d5ce6dc9b7da0850af80503d93bc0d1b health_score: 100.0 last_checked: 1779130495.015716 @@ -199268,8 +207801,8 @@ https://scrivano.org/posts/2022-10-21-the-journey-to-speed-up-oci-containers: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://sdkman.io: + addition_method: manual ai_summary: A command-line utility for managing parallel versions of multiple Software Development Kits on most Unix-like systems. Widely used to manage JDKs, Gradle, Maven, and JBang versions in local developer setups and CI agents. @@ -199299,8 +207832,8 @@ https://sdkman.io: - maven-gradle.md - demos.md year: N/A - addition_method: manual https://sdtimes.com/cicd/the-state-of-ci-cd: + addition_method: manual ai_summary: 'Curator Insight: Broad industry survey analyzing developer adoption and tool fragmentation in delivery architectures. Live Grounding: Highlights the continuous shift towards GitOps, automated security gates (DevSecOps), and platform @@ -199328,8 +207861,8 @@ https://sdtimes.com/cicd/the-state-of-ci-cd: v2_locations: - cicd.md year: N/A - addition_method: manual https://sdtimes.com/devops/ci-cd-pipelines-are-expanding: + addition_method: manual ai_summary: Explores how modern CI/CD pipelines are expanding their scope to integrate security scans, compliance policy engines, and platform provisioning stages. complexity: Intermediate @@ -199357,8 +207890,8 @@ https://sdtimes.com/devops/ci-cd-pipelines-are-expanding: - cicd.md - jenkins.md year: N/A - addition_method: manual https://sdtimes.com/devops/gitlab-14-aims-to-do-away-with-diy-devops-toolchains: + addition_method: manual ai_summary: An analysis covering the strategic direction of the GitLab 14 platform release. Discusses the goal of eliminating fragmented DIY developer toolchains in favor of a cohesive, compliance-first DevOps platform. @@ -199385,8 +207918,8 @@ https://sdtimes.com/devops/gitlab-14-aims-to-do-away-with-diy-devops-toolchains: v2_locations: - git.md year: N/A - addition_method: manual https://sdtimes.com/lowcode/low-code-cuts-down-on-dev-time-increases-testing-headaches: + addition_method: manual ai_summary: Evaluates the testing challenges posed by low-code development models. Explores how quick functional designs can lead to deep testing hurdles and security validation bottlenecks. @@ -199413,8 +207946,8 @@ https://sdtimes.com/lowcode/low-code-cuts-down-on-dev-time-increases-testing-hea v2_locations: - lowcode-nocode.md year: N/A - addition_method: manual https://search-guard.com/sgctl-elasticsearch: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199428,8 +207961,8 @@ https://search-guard.com/sgctl-elasticsearch: v2_locations: - monitoring.md year: N/A - addition_method: manual https://search.gocenter.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199443,8 +207976,8 @@ https://search.gocenter.io: v2_locations: - golang.md year: N/A - addition_method: manual https://searchapparchitecture.techtarget.com/tip/4-trends-for-Kubernetes-cloud-native-teams-to-watch-in-2020: + addition_method: manual content_hash: c13bb3f8f09d5dd63ef736d2dae1196d001871293a269e4657808103496f09de description: '' health_score: 100.0 @@ -199454,8 +207987,8 @@ https://searchapparchitecture.techtarget.com/tip/4-trends-for-Kubernetes-cloud-n v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://searchcloudcomputing.techtarget.com/answer/Amazon-ECS-vs-Kubernetes-Which-should-you-use-on-AWS: + addition_method: manual content_hash: 867781ae56658793ad74ef4171828ac9ea137da301fd648c82a98d82523d5be2 description: '' health_score: 100.0 @@ -199465,8 +207998,8 @@ https://searchcloudcomputing.techtarget.com/answer/Amazon-ECS-vs-Kubernetes-Whic v1_locations: - docs/kubernetes-alternatives.md year: N/A - addition_method: manual https://searchcloudcomputing.techtarget.com/feature/Modernize-legacy-applications-with-containers-microservices: + addition_method: manual content_hash: 0bb0dec80d9ffd8d6f820ad0f881f4968b58bb2645d7873b7b621436c413e110 description: '' health_score: 100.0 @@ -199476,8 +208009,8 @@ https://searchcloudcomputing.techtarget.com/feature/Modernize-legacy-application v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://searchcloudcomputing.techtarget.com/tip/Compare-tools-for-multi-cloud-Kubernetes-management: + addition_method: manual content_hash: 79fc293924ed036d9fdf1317f2a5f5f04f6f5c3fd8a61ff4189d9c0916df6cb3 description: '' health_score: 100.0 @@ -199487,8 +208020,8 @@ https://searchcloudcomputing.techtarget.com/tip/Compare-tools-for-multi-cloud-Ku v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://searchcloudcomputing.techtarget.com/tip/Weigh-the-pros-and-cons-of-managed-Kubernetes-services: + addition_method: manual content_hash: 544d7f36af332f9d5a755900874fc962e1d9531702b83a2514e89d9840242bf6 description: '' health_score: 100.0 @@ -199498,8 +208031,8 @@ https://searchcloudcomputing.techtarget.com/tip/Weigh-the-pros-and-cons-of-manag v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://searchitoperations.techtarget.com/feature/Differences-between-Kubernetes-Ingress-vs-load-balancer: + addition_method: manual content_hash: 1ea592e5af9f5fa2270ab60af03c6566d123935e1a00862a43b9146034e31679 description: '' health_score: 100.0 @@ -199510,8 +208043,8 @@ https://searchitoperations.techtarget.com/feature/Differences-between-Kubernetes v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://searchitoperations.techtarget.com/feature/Optimize-Kubernetes-cluster-management-with-these-5-tips: + addition_method: manual content_hash: 26a1e9d7bde668bfd0c307a5d12479806736dd2c58837f5719271bca9126b4c7 description: '' health_score: 100.0 @@ -199521,8 +208054,8 @@ https://searchitoperations.techtarget.com/feature/Optimize-Kubernetes-cluster-ma v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://searchitoperations.techtarget.com/feature/Top-15-DevOps-blogs-to-read-and-follow: + addition_method: manual content_hash: 41547af4ca8afd969858e9e688a5f38d300e786cc39568d24cbdb244de808828 description: '' health_score: 100.0 @@ -199532,8 +208065,8 @@ https://searchitoperations.techtarget.com/feature/Top-15-DevOps-blogs-to-read-an v1_locations: - docs/devops.md year: N/A - addition_method: manual https://searchitoperations.techtarget.com/news/252467102/Kubernetes-policy-project-takes-enterprise-IT-by-storm: + addition_method: manual content_hash: e4067d287169807db21d01b55d1d2f2db796c2a8970516785bcbb99201433ced description: '' health_score: 100.0 @@ -199544,8 +208077,8 @@ https://searchitoperations.techtarget.com/news/252467102/Kubernetes-policy-proje v1_locations: - docs/securityascode.md year: N/A - addition_method: manual https://searchitoperations.techtarget.com/news/252492459/GitOps-pros-grapple-with-Kubernetes-configuration-management: + addition_method: manual content_hash: 9ed2f098f7055fe00d2d52dcf83f060a5ebe559d55217073439bff6188f9411f description: '' health_score: 100.0 @@ -199556,8 +208089,8 @@ https://searchitoperations.techtarget.com/news/252492459/GitOps-pros-grapple-wit v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://searchitoperations.techtarget.com/news/252505548/CNCF-policy-as-code-project-bridges-Kubernetes-security-gaps: + addition_method: manual content_hash: cca0795b82ea9c002f84539fbf717f9a594e58337f7b0d22b296977894bd888a description: '' health_score: 100.0 @@ -199568,8 +208101,8 @@ https://searchitoperations.techtarget.com/news/252505548/CNCF-policy-as-code-pro v1_locations: - docs/securityascode.md year: N/A - addition_method: manual https://searchitoperations.techtarget.com/tip/Ensure-Kubernetes-high-availability-with-master-node-planning: + addition_method: manual content_hash: 428fcff4d74c21bf1dc38173f6aea420d8ebc25c7561f62ab49285bdd1eec34e description: '' health_score: 100.0 @@ -199580,8 +208113,8 @@ https://searchitoperations.techtarget.com/tip/Ensure-Kubernetes-high-availabilit v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://searchitoperations.techtarget.com/tip/Terraform-cheat-sheet-Notable-commands-HCL-and-more: + addition_method: manual content_hash: 84b8e122167d3faaa11b4968e9e95aaea2e6395b620eb00bcb716fac1f40fc92 description: '' health_score: 100.0 @@ -199592,8 +208125,8 @@ https://searchitoperations.techtarget.com/tip/Terraform-cheat-sheet-Notable-comm v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://searchitoperations.techtarget.com/tip/Tips-and-tools-to-achieve-a-serverless-DevOps-workflow: + addition_method: manual content_hash: 54dd4b7cd6e1c0296144ef068c39959fc00c76979b00e70d3a784dadde42ff30 description: '' health_score: 100.0 @@ -199604,8 +208137,8 @@ https://searchitoperations.techtarget.com/tip/Tips-and-tools-to-achieve-a-server v1_locations: - docs/devops.md year: N/A - addition_method: manual https://searchstorage.techtarget.com/definition/IBM-Spectrum: + addition_method: manual content_hash: d26b4aba12fcef90e978e874f450bf1bb21ee0a2e6f90effef51f9244637c4af description: '' health_score: 100.0 @@ -199615,8 +208148,8 @@ https://searchstorage.techtarget.com/definition/IBM-Spectrum: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://seattledataguy.substack.com/p/data-engineering-vs-machine-learning: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199630,8 +208163,8 @@ https://seattledataguy.substack.com/p/data-engineering-vs-machine-learning: v2_locations: - mlops.md year: N/A - addition_method: manual https://sebalopezz.medium.com/monolith-to-microservices-event-driven-architecture-ff4284bf4ecf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199646,8 +208179,8 @@ https://sebalopezz.medium.com/monolith-to-microservices-event-driven-architectur v2_locations: - message-queue.md year: N/A - addition_method: manual https://sebastiandedeyne.com/things-you-didnt-know-you-could-diff-in-github: + addition_method: manual ai_summary: This practical blog post explores advanced, lesser-known capabilities of the GitHub visual diff engine, including comparing images, text files, and custom formats. Utilizing these hidden comparison features allows engineers to @@ -199678,8 +208211,8 @@ https://sebastiandedeyne.com/things-you-didnt-know-you-could-diff-in-github: v2_locations: - git.md year: N/A - addition_method: manual https://sebinxavi.medium.com/eks-cluster-deployment-using-terraform-685c89b14f72: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199693,8 +208226,8 @@ https://sebinxavi.medium.com/eks-cluster-deployment-using-terraform-685c89b14f72 v2_locations: - terraform.md year: N/A - addition_method: manual https://security.stackexchange.com/questions/58167/databases-in-dmz-and-intranet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199708,8 +208241,8 @@ https://security.stackexchange.com/questions/58167/databases-in-dmz-and-intranet v2_locations: - devsecops.md year: N/A - addition_method: manual https://securityaffairs.co/wordpress/127708/hacking/kubernetes-argo-cd-flaw.html: + addition_method: manual content_hash: d2ec11058671fe6d0ece8bdadbcfa683cb3b5c6d738129a158849ae043a1810d description: '' health_score: 100.0 @@ -199721,8 +208254,8 @@ https://securityaffairs.co/wordpress/127708/hacking/kubernetes-argo-cd-flaw.html v1_locations: - docs/argo.md year: N/A - addition_method: manual https://securityaffairs.com/127708/hacking/kubernetes-argo-cd-flaw.html: + addition_method: manual ai_summary: 'Curator Insight: Coverage of the architectural flaw in Argo CD that exposed critical internal server state and target configuration values. Live Grounding: Emphasizes the risk of multi-tenant environments where shared instances lack sufficient @@ -199745,8 +208278,8 @@ https://securityaffairs.com/127708/hacking/kubernetes-argo-cd-flaw.html: v2_locations: - argo.md year: '2022' - addition_method: manual https://securityboulevard.com/2021/02/devops-vs-devsecops-heres-how-they-fit-together: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199760,8 +208293,8 @@ https://securityboulevard.com/2021/02/devops-vs-devsecops-heres-how-they-fit-tog v2_locations: - devsecops.md year: N/A - addition_method: manual https://securityboulevard.com/2022/10/implementing-zero-trust-security-with-service-mesh-and-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199776,8 +208309,8 @@ https://securityboulevard.com/2022/10/implementing-zero-trust-security-with-serv v2_locations: - devsecops.md year: N/A - addition_method: manual https://securitycafe.ro/2023/02/27/a-complete-kubernetes-config-review-methodology: + addition_method: manual ai_summary: Provides a highly detailed methodology for evaluating cluster configurations, auditing access permissions, and detecting risky configurations. Curator insight details steps for assessing RBAC mappings and node exposure. Live grounding shows @@ -199806,8 +208339,8 @@ https://securitycafe.ro/2023/02/27/a-complete-kubernetes-config-review-methodolo v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://securitylabs.datadoghq.com/articles/container-security-fundamentals-part-1: + addition_method: manual content_hash: e46599f9ca163a57859d6ac7d05a94d6ead65ba92a913be98616a4cbb0e32d55 description: '' health_score: 100.0 @@ -199824,8 +208357,8 @@ https://securitylabs.datadoghq.com/articles/container-security-fundamentals-part v2_locations: - docker.md year: N/A - addition_method: manual https://securityonline.info/vampi-vulnerable-rest-api-with-owasp-top-10-vulnerabilities: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -199839,8 +208372,8 @@ https://securityonline.info/vampi-vulnerable-rest-api-with-owasp-top-10-vulnerab v2_locations: - devsecops.md year: N/A - addition_method: manual https://seekingalpha.com/article/4427517-jfrog-reminds-me-of-mongodb: + addition_method: manual ai_summary: A financial market study of JFrog's business model and growth strategy, drawing comparisons to MongoDB's database model and developer adoption lifecycle. complexity: Basic @@ -199865,8 +208398,8 @@ https://seekingalpha.com/article/4427517-jfrog-reminds-me-of-mongodb: v2_locations: - registries.md year: N/A - addition_method: manual https://segment.com/blog/the-segment-aws-stack: + addition_method: manual content_hash: 31f3626742710154f57176c47defb5bc9be4cd143001357f0c1ffd9578743ad4 description: '' health_score: 100.0 @@ -199881,8 +208414,8 @@ https://segment.com/blog/the-segment-aws-stack: v2_locations: - terraform.md year: N/A - addition_method: manual https://seguridad-informacion.blogspot.com/2020/07/you-bet-that-apis-power-devops-tools.html: + addition_method: manual content_hash: ab73753b0fd15a042abb1fa621a78c32a046e032862a23b63144ce3fe47db2d6 health_score: 100.0 last_checked: 1779033400.392916 @@ -199894,8 +208427,8 @@ https://seguridad-informacion.blogspot.com/2020/07/you-bet-that-apis-power-devop - docs/api.md v2_locations: - api.md - addition_method: manual https://selenium.dev: + addition_method: manual content_hash: b2325901a2c91df06e1f3b3882fca5e71ecddce3709851a2eba408d822142a04 description: '' health_score: 100.0 @@ -199906,8 +208439,8 @@ https://selenium.dev: v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://semantic-release.gitbook.io/semantic-release: + addition_method: manual content_hash: 2f1203212a88afacf85689de4cc12866e4119ffeb1cac26045458195ba8d1686 description: '' health_score: 100.0 @@ -199923,8 +208456,8 @@ https://semantic-release.gitbook.io/semantic-release: v2_locations: - git.md year: N/A - addition_method: manual https://semaphore.io: + addition_method: manual content_hash: b9937b184d6057cf704196136f193cb5638d9de342ea4d36121e587ad60ec9f2 health_score: 100.0 last_checked: 1779130495.028388 @@ -199935,8 +208468,8 @@ https://semaphore.io: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes: + addition_method: manual ai_summary: A highly-rated technical guide illustrating step-by-step implementation of automated Blue-Green deployments within a Kubernetes cluster. Details traffic switching using Kubernetes Services and ingress resources, highlighting rollback @@ -199959,8 +208492,8 @@ https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes: - kubernetes.md - cicd.md year: '2022' - addition_method: manual https://semaphore.io/blog/deploy-microservices: + addition_method: manual content_hash: 6e0a61ff6c8dadfe52a1a80ec59aa317008bc053b924e185012ec23872674271 health_score: 100.0 last_checked: 1779130494.958057 @@ -199971,8 +208504,8 @@ https://semaphore.io/blog/deploy-microservices: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://semaphore.io/blog/devops-ml-data: + addition_method: manual content_hash: 58f5f8de4199132720fa0433e6d2a225440d4d159e77a519f57b7ca44a6aa631 health_score: 100.0 last_checked: 1779130494.952191 @@ -199984,8 +208517,8 @@ https://semaphore.io/blog/devops-ml-data: - docs/mlops.md v2_locations: - mlops.md - addition_method: manual https://semaphore.io/blog/kubernetes-deployments: + addition_method: manual ai_summary: 'Curator Insight: Actionable patterns for securing standard Deployment manifests in CI/CD pipelines. Live Grounding: Explains key-value securityContext settings, network policy bounds, and resource allocations.' @@ -200007,8 +208540,8 @@ https://semaphore.io/blog/kubernetes-deployments: v2_locations: - kubernetes-security.md year: '2023' - addition_method: manual https://semaphore.io/blog/kubernetes-vs-docker: + addition_method: manual ai_summary: Provides a detailed look at container orchestration. Compares Docker Compose, Docker Swarm, and Kubernetes to help cloud teams select the right tool for their scalability needs. @@ -200029,8 +208562,8 @@ https://semaphore.io/blog/kubernetes-vs-docker: v2_locations: - kubernetes-alternatives.md year: '2021' - addition_method: manual https://semaphore.io/blog/microfrontends: + addition_method: manual content_hash: 9a8eeddeb148eca1379833c6ca3bc2ee438063c66beedb9083a910e0086736e2 health_score: 100.0 last_checked: 1779130495.000451 @@ -200041,8 +208574,8 @@ https://semaphore.io/blog/microfrontends: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://semaphore.io/blog/replicaset-statefulset-daemonset-deployments: + addition_method: manual content_hash: a4f51cc1f5848504ab764d17ab9a32cae149789c7c8855ebd99de16ad92b3da9 health_score: 100.0 last_checked: 1779130494.981333 @@ -200053,8 +208586,8 @@ https://semaphore.io/blog/replicaset-statefulset-daemonset-deployments: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://semaphore.io/blog/revving-up-continuous-integration-with-parallel-testing: + addition_method: manual content_hash: 07d06f19e851dc3d8124d2edb9e43020071110ee9b9402df6606ddb5f8a5ca47 health_score: 100.0 last_checked: 1779130494.993777 @@ -200066,8 +208599,8 @@ https://semaphore.io/blog/revving-up-continuous-integration-with-parallel-testin - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://semaphoreci.com: + addition_method: manual content_hash: a7c754442594e487c76af23cba3e428bd8ad1f14835234adbe9bb943cc0b761a description: '' health_score: 100.0 @@ -200078,8 +208611,8 @@ https://semaphoreci.com: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://semaphoreci.com/blog/continuous-blue-green-deployments-with-kubernetes: + addition_method: manual content_hash: b2f5fa4b340d424ef0267d2bd3b1c8e6c94dbd3680d0e51d1ed76b91d9b02ca5 description: '' health_score: 100.0 @@ -200091,8 +208624,8 @@ https://semaphoreci.com/blog/continuous-blue-green-deployments-with-kubernetes: - docs/cicd.md - docs/kubernetes.md year: N/A - addition_method: manual https://semaphoreci.com/blog/deploy-microservices: + addition_method: manual content_hash: 4ef71d7bb97c80f537c70fa2838bf0c23930ff789ee6aea755fe55af0fa21549 description: '' health_score: 100.0 @@ -200103,8 +208636,8 @@ https://semaphoreci.com/blog/deploy-microservices: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://semaphoreci.com/blog/devops-ml-data: + addition_method: manual content_hash: 033a15e95641e702fcf06a57412dcd482a7729f8092cc027a001f5d43c51159b description: '' health_score: 100.0 @@ -200115,8 +208648,8 @@ https://semaphoreci.com/blog/devops-ml-data: v1_locations: - docs/mlops.md year: N/A - addition_method: manual https://semaphoreci.com/blog/kubernetes-deployments: + addition_method: manual content_hash: c6503c1a40604c7481c4ad8e67585fc0b35b1cd9aaa7bfb8d54903e8558edba3 description: '' health_score: 100.0 @@ -200127,8 +208660,8 @@ https://semaphoreci.com/blog/kubernetes-deployments: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://semaphoreci.com/blog/kubernetes-vs-docker: + addition_method: manual content_hash: ce1b911fbf3df7062f609dd6815ba23ec4266e70a002c37444eb6ee2105e07e8 description: '' health_score: 100.0 @@ -200139,8 +208672,8 @@ https://semaphoreci.com/blog/kubernetes-vs-docker: v1_locations: - docs/kubernetes-alternatives.md year: N/A - addition_method: manual https://semaphoreci.com/blog/microfrontends: + addition_method: manual content_hash: 2c9b17816b3f8d94165befe9120270df290227b651312bc7dafea319c64181a3 description: '' health_score: 100.0 @@ -200151,8 +208684,8 @@ https://semaphoreci.com/blog/microfrontends: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://semaphoreci.com/blog/replicaset-statefulset-daemonset-deployments: + addition_method: manual content_hash: 2b0fd4e3f220f3bf9e126ef4d6ce22a04153aaff92ff198b9b75876ee5d25d60 description: '' health_score: 100.0 @@ -200164,8 +208697,8 @@ https://semaphoreci.com/blog/replicaset-statefulset-daemonset-deployments: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://semaphoreci.com/blog/revving-up-continuous-integration-with-parallel-testing: + addition_method: manual content_hash: a76341400ed4615321069fd9f620b72d26ca78d69829069d357b17e37806b961 description: '' health_score: 100.0 @@ -200176,8 +208709,8 @@ https://semaphoreci.com/blog/revving-up-continuous-integration-with-parallel-tes v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://semaphoreci.medium.com/12-ways-to-improve-your-monolith-before-transitioning-to-microservices-d1061e96ca1a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200192,8 +208725,8 @@ https://semaphoreci.medium.com/12-ways-to-improve-your-monolith-before-transitio v2_locations: - introduction.md year: N/A - addition_method: manual https://sematext.com/capabilities/container-monitoring: + addition_method: manual content_hash: aaea39d44a6f4935e799d64bc8b5c3eb6b732138b30c8e891f79395e5df64433 health_score: 100.0 last_checked: 1779130495.012031 @@ -200205,8 +208738,8 @@ https://sematext.com/capabilities/container-monitoring: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://sematext.com/docker: + addition_method: manual content_hash: cfc2577e1aef3aa5524bcdcf9b5d20671e09f51f46cb90c86ffe869d848c4b89 description: '' health_score: 100.0 @@ -200217,8 +208750,8 @@ https://sematext.com/docker: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://semgrep.dev: + addition_method: manual content_hash: 15b218ad3b0b057e4bf8c0dbd9dbddf048c9af1852fa7b17c87df59975a129d5 description: '' health_score: 100.0 @@ -200234,8 +208767,8 @@ https://semgrep.dev: v2_locations: - qa.md year: N/A - addition_method: manual https://sentry.io: + addition_method: manual content_hash: f746bf234b2f7147c66e16d62fe263c237932a8b65fcbb0f6a999298dfeb8803 description: '' health_score: 100.0 @@ -200246,8 +208779,8 @@ https://sentry.io: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://sentry.io/welcome: + addition_method: manual content_hash: ea96440263f38a8daa633c922507453a80c6b92a2d65b0bbdd4a28eb4826b507 health_score: 100.0 last_checked: 1779130494.936958 @@ -200259,8 +208792,8 @@ https://sentry.io/welcome: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://sequoia.makes.software/reducing-docker-image-size-particularly-for-kubernetes-environments: + addition_method: manual content_hash: 00eac2f4dd5b747762a7296b87af0bfc17e0a750db755b02a8dc0c50c5129c3f description: '' health_score: 100.0 @@ -200277,8 +208810,8 @@ https://sequoia.makes.software/reducing-docker-image-size-particularly-for-kuber v2_locations: - docker.md year: N/A - addition_method: manual https://seraf.dev/argocd-tutorial-with-terraform-af77ddea2e6e: + addition_method: manual ai_summary: 'Curator Insight: Illustrates the bootstrap process of Argo CD onto a Kubernetes cluster utilizing the Terraform Helm provider. Live Grounding: Highlights the orchestration boundary between infrastructure provisioning and application @@ -200306,8 +208839,8 @@ https://seraf.dev/argocd-tutorial-with-terraform-af77ddea2e6e: v2_locations: - argo.md year: N/A - addition_method: manual https://seranking.com/blog/practical-tips-google-search-operators: + addition_method: manual content_hash: cf3ebf8f73acbc0ba86aeb103df595beca745af50f49e6f61abba7087b82a32b description: '' health_score: 100.0 @@ -200323,8 +208856,8 @@ https://seranking.com/blog/practical-tips-google-search-operators: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://serhii.vasylenko.info/2022/01/16/some-techniques-to-enhance-your-terraform-proficiency: + addition_method: manual content_hash: c7720124311df98171910dfa0e27515bc007263d43b030040e41b9426f81ce7e description: '' health_score: 100.0 @@ -200335,8 +208868,8 @@ https://serhii.vasylenko.info/2022/01/16/some-techniques-to-enhance-your-terrafo v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://serokell.io/blog/kubernetes-guide: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200352,9 +208885,9 @@ https://serokell.io/blog/kubernetes-guide: v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://seroter.com/2021/08/18/using-the-new-google-cloud-config-controller-to-provision-and-manage-cloud-services-via-the-kubernetes-resource-model -: ai_summary: Detailed technical walk-through of the Google Cloud Config Controller. +: addition_method: manual + ai_summary: Detailed technical walk-through of the Google Cloud Config Controller. Demonstrates how to leverage the Kubernetes Resource Model (KRM) to declare and manage external GCP resources natively. complexity: advanced @@ -200381,8 +208914,8 @@ https://serokell.io/blog/kubernetes-guide: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://serverless-stack.com/examples/how-to-debug-lambda-functions-with-visual-studio-code.html: + addition_method: manual content_hash: af25eafc3ec17cd565814e92f72ddbe39899b4f9558c50a314415fdbeca6e195 description: '' health_score: 100.0 @@ -200393,8 +208926,8 @@ https://serverless-stack.com/examples/how-to-debug-lambda-functions-with-visual- v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://serverless.tf: + addition_method: manual content_hash: 820c65380d1300739b2c9df0cd8be5231e1d2c7378a9428066af403b66994c66 description: '' health_score: 100.0 @@ -200410,8 +208943,8 @@ https://serverless.tf: v2_locations: - terraform.md year: N/A - addition_method: manual https://serverlesshorrors.com: + addition_method: manual content_hash: 14e16732f378cb9f1b2cf54ab77769f4bee879db30f4753c95369c0e276ba5e1 description: '' health_score: 100.0 @@ -200428,8 +208961,8 @@ https://serverlesshorrors.com: - serverless.md - index.md year: N/A - addition_method: manual https://serverlessland.com: + addition_method: manual content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412 description: '' health_score: 100.0 @@ -200445,8 +208978,8 @@ https://serverlessland.com: v2_locations: - aws.md year: N/A - addition_method: manual https://serverlessland.com/event-driven-architecture: + addition_method: manual content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412 description: '' health_score: 100.0 @@ -200463,8 +208996,8 @@ https://serverlessland.com/event-driven-architecture: v2_locations: - serverless.md year: N/A - addition_method: manual https://serverlessland.com/event-driven-architecture/visuals: + addition_method: manual content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412 description: '' health_score: 100.0 @@ -200481,8 +209014,8 @@ https://serverlessland.com/event-driven-architecture/visuals: - serverless.md - index.md year: N/A - addition_method: manual https://serverlessland.com/event-driven-architecture/visuals/batching-vs-event-streams: + addition_method: manual content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412 description: '' health_score: 100.0 @@ -200498,8 +209031,8 @@ https://serverlessland.com/event-driven-architecture/visuals/batching-vs-event-s v2_locations: - serverless.md year: N/A - addition_method: manual https://serverlessland.com/event-driven-architecture/visuals/splitter-pattern: + addition_method: manual content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412 description: '' health_score: 100.0 @@ -200515,8 +209048,8 @@ https://serverlessland.com/event-driven-architecture/visuals/splitter-pattern: v2_locations: - serverless.md year: N/A - addition_method: manual https://serverlessland.com/explore/sam-pipelines: + addition_method: manual content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412 description: '' health_score: 100.0 @@ -200532,8 +209065,8 @@ https://serverlessland.com/explore/sam-pipelines: v2_locations: - aws.md year: N/A - addition_method: manual https://serverlessland.com/patterns: + addition_method: manual content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412 description: '' health_score: 100.0 @@ -200549,8 +209082,8 @@ https://serverlessland.com/patterns: v2_locations: - aws.md year: N/A - addition_method: manual https://servicesblog.redhat.com/2019/03/06/remote-debugging-of-java-applications-on-openshift: + addition_method: manual content_hash: 436b956763fab597970904ae06f789617a42c43fa2506ad672e1ae9ef87e3dbf description: '' health_score: 100.0 @@ -200561,8 +209094,44 @@ https://servicesblog.redhat.com/2019/03/06/remote-debugging-of-java-applications v1_locations: - docs/monitoring.md year: N/A - addition_method: manual +https://sessionize.com/aiewf2026: + addition_method: automatic + ai_summary: 'Curator Insight: Technical event agendas serve as key indicators of + immediate architectural shifts and developer tool standardization. + + + Live Grounding: This Sessionize CFP maps out advanced tracks for the 2026 conference + at Moscone West, specifically soliciting expertise in recursive autoresearch loops, + contextual memory systems, agentic commerce frameworks, and specialized domain-specific + vertical AI engines.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 4f766dd0556e9503816d234b33375a5956e201b5d57157e9054ac8c4d1361262 + description: Submit proposals to speak at the largest technical AI conference in + the world, taking place at Moscone West, San Francisco. + hierarchy: + - AI + - Conferences + - AI Engineering + - Sessionize CFP + is_microservice: false + language: en + last_checked: 1780352158.263397 + reputation_status: Vetted + reputation_summary: Highly trusted platform used for the world's largest technical + AI engineering event. + resource_type: documentation + social_preview_url: https://sessionize.com/image/867d-1140o400o3-94j3nHBkq2aeR7cfcMmgi3.png + source_provenance: X.com (swyx) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: AI Engineer World's Fair 2026 Call for Speakers + year: '2026' https://severalnines.com/blog/how-does-database-load-balancer-work: + addition_method: manual content_hash: d7ef60e56376387ebb7f3bffecb81c97d7b72f73214a4c640f92b983a12d6a69 health_score: 100.0 last_checked: 1779130494.979131 @@ -200574,8 +209143,8 @@ https://severalnines.com/blog/how-does-database-load-balancer-work: - docs/databases.md v2_locations: - databases.md - addition_method: manual https://severalnines.com/database-blog/how-does-database-load-balancer-work: + addition_method: manual content_hash: 6f70da2fa7e539f7984aea83957484e9bae9fe6ef597cf45c2c652e919d6eac2 description: '' health_score: 100.0 @@ -200586,8 +209155,8 @@ https://severalnines.com/database-blog/how-does-database-load-balancer-work: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://shadman-jamil.medium.com/most-useful-software-architecture-patterns-68e171405292: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200601,8 +209170,8 @@ https://shadman-jamil.medium.com/most-useful-software-architecture-patterns-68e1 v2_locations: - devel-sites.md year: N/A - addition_method: manual https://shahin-mahmud.medium.com/write-your-first-kubernetes-operator-in-go-177047337eae: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200616,8 +209185,8 @@ https://shahin-mahmud.medium.com/write-your-first-kubernetes-operator-in-go-1770 v2_locations: - golang.md year: N/A - addition_method: manual https://shahirdaya.medium.com/what-does-it-mean-to-be-cloud-native-12360a324571: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200631,8 +209200,8 @@ https://shahirdaya.medium.com/what-does-it-mean-to-be-cloud-native-12360a324571: v2_locations: - introduction.md year: N/A - addition_method: manual https://shahneil.medium.com/what-are-kubernetes-endpoints-and-how-to-use-them-a5a5da56f4d4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200646,8 +209215,8 @@ https://shahneil.medium.com/what-are-kubernetes-endpoints-and-how-to-use-them-a5 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://shardul.dev/most-useful-kubectl-plugins: + addition_method: manual content_hash: 88aa2bf0c26d66d33e33805d808a13fb92d3ef645cc0048ce262a37283edd652 description: '' health_score: 100.0 @@ -200663,8 +209232,8 @@ https://shardul.dev/most-useful-kubectl-plugins: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://sharmasmriti.hashnode.dev/day-61-terraform-commands: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200678,8 +209247,8 @@ https://sharmasmriti.hashnode.dev/day-61-terraform-commands: v2_locations: - terraform.md year: N/A - addition_method: manual https://shayn-71079.medium.com/scaling-kubernetes-clusters-8a061321de93: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200693,8 +209262,8 @@ https://shayn-71079.medium.com/scaling-kubernetes-clusters-8a061321de93: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://sheet.new: + addition_method: manual content_hash: 3d46144599dbe942de78f54d0004273c4c17bd0bbaffff20f22e4911ab418942 description: '' health_score: 100.0 @@ -200705,8 +209274,8 @@ https://sheet.new: v1_locations: - docs/project-management-tools.md year: N/A - addition_method: manual https://shekhargulati.com/2018/08/01/week-1-service-discovery-for-modern-distributed-applications: + addition_method: manual ai_summary: 'Curator Insight: Historical deep dive explaining client-side and server-side service discovery mechanisms inside distributed microservices. Live Grounding: Helps clarify legacy patterns like Netflix Eureka, comparing them to modern native @@ -200734,8 +209303,8 @@ https://shekhargulati.com/2018/08/01/week-1-service-discovery-for-modern-distrib v2_locations: - faq.md year: N/A - addition_method: manual https://shields.io: + addition_method: manual ai_summary: The industry-standard dynamic SVG badge generation service utilized globally across open-source project READMEs. Integrates seamlessly with CI/CD runners, coverage checkers, and repository stars to present real-time architectural @@ -200763,9 +209332,9 @@ https://shields.io: v2_locations: - git.md year: N/A - addition_method: manual ? https://shiftsync.tricentis.com/software-testing-blogs-69/getting-started-with-automated-continuous-performance-testing-406 -: content_hash: 47b830e0259569b59915279d3c6cb2589749b259e213f1df1b14bfe6e702813c +: addition_method: manual + content_hash: 47b830e0259569b59915279d3c6cb2589749b259e213f1df1b14bfe6e702813c health_score: 100.0 last_checked: 1779130494.996136 needs_ai_refresh: true @@ -200776,8 +209345,8 @@ https://shields.io: - docs/api.md v2_locations: - api.md - addition_method: manual https://shipa.io/a-developer-focused-ci-cd-pipeline-for-kubernetes: + addition_method: manual content_hash: 03c2f2c5c0a022b100caf4e05f471bea6b99a669e3ad1b064984c584ed51c2f0 health_score: 100.0 last_checked: 1779130495.025173 @@ -200789,8 +209358,8 @@ https://shipa.io/a-developer-focused-ci-cd-pipeline-for-kubernetes: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://shipa.io/a-real-world-application-deployment-on-kubernetes: + addition_method: manual content_hash: 1073a8bb78eb940a33211701caebe93e4db5609512311c2cf29eecf1fba0d015 health_score: 100.0 last_checked: 1779130494.936202 @@ -200802,8 +209371,8 @@ https://shipa.io/a-real-world-application-deployment-on-kubernetes: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://shipa.io/deploying-applications-on-kubernetes: + addition_method: manual content_hash: 999ed35c35d4731c7892a798b22c421909899849785b05e28227b03de7356653 health_score: 100.0 last_checked: 1779130494.949707 @@ -200815,8 +209384,8 @@ https://shipa.io/deploying-applications-on-kubernetes: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://shipa.io/development/a-developer-focused-ci-cd-pipeline-for-kubernetes: + addition_method: manual content_hash: 21e5a88b3d2328730d0695be7ffe835ae20d2044f6d2a4db33259868f8fabb9a description: '' health_score: 100.0 @@ -200827,8 +209396,8 @@ https://shipa.io/development/a-developer-focused-ci-cd-pipeline-for-kubernetes: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://shipa.io/development/terraform-meets-appops: + addition_method: manual content_hash: 268946f82244a5b33f6505fecb52992e83dee43b1822b44389df36547a06702d description: '' health_score: 100.0 @@ -200839,8 +209408,8 @@ https://shipa.io/development/terraform-meets-appops: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://shipa.io/devops-challenge-kubernetes-deployment-ketch-vs-yaml: + addition_method: manual ai_summary: A comparative study analyzing Ketch declarative templates against traditional Kubernetes manifests. Details operational velocity increases and configuration simplification for developers. @@ -200862,8 +209431,8 @@ https://shipa.io/devops-challenge-kubernetes-deployment-ketch-vs-yaml: v2_locations: - yaml.md year: '2022' - addition_method: manual https://shipa.io/gitops: + addition_method: manual content_hash: b4a377c3ad7845c37c4852c56f157f21d9745fa42a761165ad739dfc35dba20f health_score: 100.0 last_checked: 1779130494.935789 @@ -200875,8 +209444,8 @@ https://shipa.io/gitops: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://shipa.io/gitops-in-the-enterprise: + addition_method: manual content_hash: b4d301e37f89ffd3a207f44cf47ee965de914cc0b244f6e1f63b3a0b556b64f6 health_score: 100.0 last_checked: 1779130494.942528 @@ -200888,8 +209457,8 @@ https://shipa.io/gitops-in-the-enterprise: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://shipa.io/gitops-meets-appops: + addition_method: manual content_hash: 50430c9ecfe3e6f23866fd485e18b7889eb909b52847557cfea5fffce814be45 health_score: 100.0 last_checked: 1779130494.996439 @@ -200901,8 +209470,8 @@ https://shipa.io/gitops-meets-appops: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://shipa.io/terraform-meets-appops-2: + addition_method: manual content_hash: cbb1bf03403eb2be0d6641060f209fea2f2df1024320ee54c078afc8f000adce health_score: 100.0 last_checked: 1779130494.983167 @@ -200914,8 +209483,8 @@ https://shipa.io/terraform-meets-appops-2: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://shipit.dev/posts/k8s-operators-with-python-part-1.html: + addition_method: manual content_hash: 3299660e2f14a2390e5d6294dc5aedc0c611820b9d8e56d2534fd98e48a3484b health_score: 100.0 last_checked: 1779130495.02864 @@ -200926,8 +209495,8 @@ https://shipit.dev/posts/k8s-operators-with-python-part-1.html: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://shipit.dev/posts/kubernetes-overview-diagrams.html: + addition_method: manual content_hash: 35e871d4482acaac38ad73fcf3a7cb96d337cf4b6dbfe39dc5365a53a3c850aa health_score: 100.0 last_checked: 1779130494.964955 @@ -200938,8 +209507,8 @@ https://shipit.dev/posts/kubernetes-overview-diagrams.html: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://shipit.dev/posts/setting-up-eks-with-irsa-using-terraform.html: + addition_method: manual content_hash: 8b0cd0e49cae7ef6d6d9d66b31e1ebe7898bbfa79fc7a44e28ad58d12469e2b7 health_score: 100.0 last_checked: 1779130495.014246 @@ -200950,8 +209519,8 @@ https://shipit.dev/posts/setting-up-eks-with-irsa-using-terraform.html: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://shipmight.com/blog/understanding-helm-upgrade-reset-reuse-values: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200965,8 +209534,8 @@ https://shipmight.com/blog/understanding-helm-upgrade-reset-reuse-values: v2_locations: - helm.md year: N/A - addition_method: manual https://shipwright.io: + addition_method: manual content_hash: d418685b088686cd082b873eae8f3a13e4d935647674e2b135c58c9ea31ef29c description: '' health_score: 100.0 @@ -200982,8 +209551,12 @@ https://shipwright.io: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual +https://shitposting.monster: + last_checked: 1780400585.971942 + score: 10 + status: FILTERED https://shivanshu1333.medium.com/contextual-logging-in-kubernetes-41f4cc5fea69: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -200997,8 +209570,8 @@ https://shivanshu1333.medium.com/contextual-logging-in-kubernetes-41f4cc5fea69: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://shivanshu1333.medium.com/structured-logging-in-kubernetes-58cf35e6d60d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201012,8 +209585,8 @@ https://shivanshu1333.medium.com/structured-logging-in-kubernetes-58cf35e6d60d: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://shop.oreilly.com/product/0636920223788.do: + addition_method: manual content_hash: 6d19abe6bad0dbe79916b28b27e06d0558e3199af8effc061902f20fa574d529 health_score: 100.0 last_checked: 1779032257.008175 @@ -201024,8 +209597,8 @@ https://shop.oreilly.com/product/0636920223788.do: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://shopify.engineering/capturing-every-change-shopify-sharded-monolith: + addition_method: manual ai_summary: This architectural case study highlights Shopify's high-throughput solution for real-time mutation extraction from sharded MySQL clusters. 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Authored by Senior Engineer Shriom Tripathi + on Substack. Widely shared on developer platforms for practical, architecture-first + code design advice. + resource_type: article + social_preview_url: '' + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: iac-best-practices + tags: + - '[GUIDE]' + title: 'Terraform: Small Terraform Modules' + year: '2026' https://shuanglu1993.medium.com/what-happens-when-volumemanager-in-the-kubelet-starts-1fea623ac6ce: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201118,8 +209728,8 @@ https://shuanglu1993.medium.com/what-happens-when-volumemanager-in-the-kubelet-s v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://sid-infinity-yadav.medium.com/grafana-agent-kubernetes-operator-f89b744487f5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201133,9 +209743,9 @@ https://sid-infinity-yadav.medium.com/grafana-agent-kubernetes-operator-f89b7444 v2_locations: - grafana.md year: N/A - addition_method: manual ? https://siddhivinayak-sk.medium.com/kubeseal-sealedsecret-make-your-secrets-secure-in-scm-by-using-sealed-secret-4631bcb39bf8 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032036.567943 @@ -201149,8 +209759,8 @@ https://sid-infinity-yadav.medium.com/grafana-agent-kubernetes-operator-f89b7444 v2_locations: - devsecops.md year: N/A - addition_method: manual https://siegert-maximilian.medium.com/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201165,8 +209775,8 @@ https://siegert-maximilian.medium.com/ensure-content-trust-on-kubernetes-using-n v2_locations: - securityascode.md year: N/A - addition_method: manual https://signalvnoise.com/svn3/running-spot-instances-effectively-with-amazon-eks: + addition_method: manual ai_summary: A real-world operational overview detailing strategies for running production workloads on cost-effective EC2 Spot Instances inside Amazon EKS. 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It contrasts traditional Prometheus agent scraping with OTel's unified ingestion pipeline. Demonstrates clear performance @@ -201248,8 +209858,8 @@ https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://siliconangle.com/2020/10/13/red-hat-ties-ansible-automation-kubernetes-cluster-management: + addition_method: manual content_hash: ade1637c908902a7adce1890b89dce53a047a27e55fad87be9355be06499dc79 description: '' health_score: 100.0 @@ -201266,8 +209876,8 @@ https://siliconangle.com/2020/10/13/red-hat-ties-ansible-automation-kubernetes-c v2_locations: - ansible.md year: N/A - addition_method: manual https://siliconangle.com/2021/09/29/amazon-debuts-fully-managed-prometheus-based-container-monitoring-service: + addition_method: manual content_hash: 1fd84e69bb67579e72e1dbcb4c0dfc3c726183e1111fa816b021a2db920e2233 description: '' health_score: 100.0 @@ -201284,9 +209894,9 @@ https://siliconangle.com/2021/09/29/amazon-debuts-fully-managed-prometheus-based v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? 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Accelerates inner-loop cycles through continuous live-sync engine integration. @@ -201509,8 +210119,8 @@ https://skaffold.dev: - jenkins-alternatives.md - kubernetes-based-devel.md year: N/A - addition_method: manual https://skaffold.dev/docs/pipeline-stages/init: + addition_method: manual content_hash: d9c152f387da3f9ce1f069e190be864e094fe7bf3bed792dd27ff2f70bcc42ba description: '' health_score: 100.0 @@ -201526,8 +210136,8 @@ https://skaffold.dev/docs/pipeline-stages/init: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://skamille.medium.com/an-incomplete-list-of-skills-senior-engineers-need-beyond-coding-8ed4a521b29f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201542,8 +210152,8 @@ https://skamille.medium.com/an-incomplete-list-of-skills-senior-engineers-need-b v2_locations: - recruitment.md year: N/A - addition_method: manual https://skamille.medium.com/how-new-managers-fail-individual-contributors-839a13bda1c5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201557,8 +210167,8 @@ https://skamille.medium.com/how-new-managers-fail-individual-contributors-839a13 v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://skamille.medium.com/make-boring-plans-9438ce5cb053: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201572,8 +210182,8 @@ https://skamille.medium.com/make-boring-plans-9438ce5cb053: v2_locations: - introduction.md year: N/A - addition_method: manual https://skildops.medium.com/backup-an-entire-kubernetes-cluster-using-velero-to-aws-s3-73d76d51d4bc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201588,8 +210198,8 @@ https://skildops.medium.com/backup-an-entire-kubernetes-cluster-using-velero-to- v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://skillbuilder.aws: + addition_method: manual ai_summary: AWS's official digital training hub, offering interactive learning models, gamified simulation sandboxes, and deep system architecture tracks compiled by primary cloud specialists. @@ -201611,8 +210221,8 @@ https://skillbuilder.aws: v2_locations: - aws-training.md year: '2021' - addition_method: manual https://skillbuilder.aws/course/external/view/elearning/48/aws-security-fundamentals-second-edition: + addition_method: manual ai_summary: A foundational security course covering AWS shared responsibility models, identity boundaries, network segregation methods, and programmatic cryptographic mechanisms. @@ -201634,8 +210244,8 @@ https://skillbuilder.aws/course/external/view/elearning/48/aws-security-fundamen v2_locations: - aws-training.md year: '2021' - addition_method: manual https://skillbuilder.aws/course/external/view/elearning/7854/aws-technical-essential-spanish-from-latin-america: + addition_method: manual ai_summary: Official localized AWS Skill Builder path delivering fundamental architectural and Data Pipeline instructions in Spanish. 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Demonstrates how to validate infrastructure compliance and dry-run infrastructure @@ -201740,15 +210350,15 @@ https://skundunotes.com/2025/01/22/automate-terraform-testing-with-azure-devops- - terraform.md - azure.md year: N/A - addition_method: manual https://skupper.io: + addition_method: manual content_hash: 2679929be94391ed6f728d4ac64126ec72aa394d1d604639ae3691a60ed2ece0 health_score: 100.0 last_checked: 1779030335.4638 v1_locations: - docs/kubernetes-networking.md - addition_method: manual https://skycrafters.io/blog/2021/06/08/do-containers-really-contain: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201763,8 +210373,8 @@ https://skycrafters.io/blog/2021/06/08/do-containers-really-contain: v2_locations: - introduction.md year: N/A - addition_method: manual https://skywalking.apache.org: + addition_method: manual content_hash: 5642ceb89367a76b5691d1c9167f809b9f0875c77835f9bf8712fbe66546dd2a description: '' health_score: 100.0 @@ -201775,8 +210385,8 @@ https://skywalking.apache.org: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://slack.com: + addition_method: manual content_hash: a3288623cffad1d1d5771c520aae113a2f8d5ea08aaec25540b284b212de85e9 description: '' health_score: 100.0 @@ -201792,8 +210402,8 @@ https://slack.com: v2_locations: - workfromhome.md year: N/A - addition_method: manual https://slack.engineering/building-self-driving-kafka-clusters-using-open-source-components: + addition_method: manual ai_summary: 'Curator Insight: Insightful deep dive from Slack engineers on automating cluster maintenance. Live Grounding: Analyzes their usage of LinkedIn''s Cruise Control to automate cluster balancing, partition reassignment, and self-healing @@ -201823,8 +210433,8 @@ https://slack.engineering/building-self-driving-kafka-clusters-using-open-source v2_locations: - message-queue.md year: N/A - addition_method: manual https://slack.engineering/simple-kubernetes-webhook: + addition_method: manual content_hash: 17d6b82a082969b0a5eddf1889d676b0856077b36d6cb6b210517fc2893e3fc9 description: '' health_score: 100.0 @@ -201840,8 +210450,8 @@ https://slack.engineering/simple-kubernetes-webhook: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://slack.kubernetes.io: + addition_method: manual content_hash: 315a82fa6a3a533ad1fc14da1d0a61066dec5134c014063cdeb2dee77c0bf456 health_score: 100.0 last_checked: 1779031544.17841 @@ -201853,8 +210463,8 @@ https://slack.kubernetes.io: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://slideshare.net/rakutentech/gitops-jenkins-x-future-of-cicd: + addition_method: manual content_hash: 819022d1735fa8cd479989fece987a5d3d046934ab46f07ac65cd612f21a16f3 description: '' health_score: 100.0 @@ -201870,8 +210480,8 @@ https://slideshare.net/rakutentech/gitops-jenkins-x-future-of-cicd: v2_locations: - gitops.md year: N/A - addition_method: manual https://sloanreview.mit.edu/article/creating-good-jobs: + addition_method: manual ai_summary: Presents a rigorous organizational design framework detailing the components of high-quality, sustainable employment. Demonstrates how structuring roles with clear career progression, high autonomy, and psychological safety yields superior @@ -201898,8 +210508,8 @@ https://sloanreview.mit.edu/article/creating-good-jobs: v2_locations: - recruitment.md year: N/A - addition_method: manual https://sloboda-studio.com/blog/python-tools-for-machine-learning: + addition_method: manual content_hash: 1d814535b5e8ff7caf9539c0b342acda6ac6352f97baae120bd526b13c566a80 description: '' health_score: 100.0 @@ -201915,8 +210525,8 @@ https://sloboda-studio.com/blog/python-tools-for-machine-learning: v2_locations: - introduction.md year: N/A - addition_method: manual https://sm43.medium.com/tekton-build-a-pipeline-part-4-baafd530b6fe: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201926,8 +210536,8 @@ https://sm43.medium.com/tekton-build-a-pipeline-part-4-baafd530b6fe: v1_locations: - docs/tekton.md year: N/A - addition_method: manual https://sm43.medium.com/tekton-concepts-of-pipelines-part-2-cd86ad40bd34: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201941,8 +210551,8 @@ https://sm43.medium.com/tekton-concepts-of-pipelines-part-2-cd86ad40bd34: v2_locations: - tekton.md year: N/A - addition_method: manual https://sm43.medium.com/tekton-concepts-of-triggers-part-3-2ee17764addb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201952,8 +210562,8 @@ https://sm43.medium.com/tekton-concepts-of-triggers-part-3-2ee17764addb: v1_locations: - docs/tekton.md year: N/A - addition_method: manual https://sm43.medium.com/tekton-triggering-the-pipeline-part-5-dc38d73411fb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201963,8 +210573,8 @@ https://sm43.medium.com/tekton-triggering-the-pipeline-part-5-dc38d73411fb: v1_locations: - docs/tekton.md year: N/A - addition_method: manual https://sm43.medium.com/world-of-tekton-part-1-999738d63e25: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -201978,8 +210588,8 @@ https://sm43.medium.com/world-of-tekton-part-1-999738d63e25: v2_locations: - tekton.md year: N/A - addition_method: manual https://smallstep.com/blog/command-line-secrets: + addition_method: manual ai_summary: An operations-focused guide showing how to prevent secrets leakages through active shell history. It outlines mechanisms like environment variables, input redirection, and shell configuration settings that help keep passwords and @@ -202007,8 +210617,8 @@ https://smallstep.com/blog/command-line-secrets: v2_locations: - devsecops.md year: N/A - addition_method: manual https://smarketshq.com/marge-bot-for-gitlab-keeps-master-always-green-6070e9d248df: + addition_method: manual content_hash: 88e1f8740d3e133d153677b7bd07a125ee5d4b5e76f082f52b93b93205d3d037 description: '' health_score: 100.0 @@ -202023,8 +210633,8 @@ https://smarketshq.com/marge-bot-for-gitlab-keeps-master-always-green-6070e9d248 v2_locations: - git.md year: N/A - addition_method: manual https://smartbear.com/resources/ebooks/the-state-of-api-2019-report: + addition_method: manual content_hash: 56b9db7c31981fa5eabedda599f692b70985bdb3950087a2268ad112da868022 description: '' health_score: 100.0 @@ -202040,8 +210650,8 @@ https://smartbear.com/resources/ebooks/the-state-of-api-2019-report: v1_locations: - docs/api.md year: N/A - addition_method: manual https://smartcar.com: + addition_method: manual content_hash: c7e1b6b758c75940a9aadce43dce0d0df565d964268ea4e40c24c05c3ccb9f40 description: '' health_score: 100.0 @@ -202057,8 +210667,8 @@ https://smartcar.com: v2_locations: - developerportals.md year: N/A - addition_method: manual https://smartcar.com/bmw: + addition_method: manual content_hash: adc97dd38689f3318815773688a4c7d854c98c755e2ea38b2641fd2235fe9b40 description: '' health_score: 100.0 @@ -202069,8 +210679,8 @@ https://smartcar.com/bmw: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://smartcar.com/brand/bmw: + addition_method: manual content_hash: d2d0176efc605970584675317762deb8131034537ffd0be86752e2aec10ced30 health_score: 100.0 last_checked: 1779130494.978201 @@ -202081,8 +210691,8 @@ https://smartcar.com/brand/bmw: - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://smoda.elpais.com/trabajo/apariencias-venderse-trabajo: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -202098,8 +210708,8 @@ https://smoda.elpais.com/trabajo/apariencias-venderse-trabajo: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://snipcart.com/blog/api-vs-microservices-architecture: + addition_method: manual content_hash: 6cb0cb3b097128f21cc96c34ea6f8a217a290d85eb3cf05f7d59c9f918af5923 description: '' health_score: 100.0 @@ -202111,8 +210721,8 @@ https://snipcart.com/blog/api-vs-microservices-architecture: v1_locations: - docs/api.md year: N/A - addition_method: manual https://snipcart.com/blog/microservices-vs-api: + addition_method: manual content_hash: 42db34dbc4e7196896b42867de1484295e66d9eda89ddd05fae289c58db44879 health_score: 100.0 last_checked: 1779130494.940282 @@ -202123,8 +210733,8 @@ https://snipcart.com/blog/microservices-vs-api: - docs/api.md v2_locations: - api.md - addition_method: manual https://snyk.io/articles/open-source-security: + addition_method: manual ai_summary: Snyk's comprehensive annual report exploring trends in open-source software security. Evaluates vulnerabilities in common container base images and highlights strategies for proactive risk mitigation. @@ -202146,8 +210756,8 @@ https://snyk.io/articles/open-source-security: v2_locations: - devsecops.md year: '2020' - addition_method: manual https://snyk.io/blog: + addition_method: manual content_hash: 572a15be891f39d3571783be2674f6520dcf1ff02fb8d742cbb4214643e5eb08 health_score: 100.0 last_checked: 1779130494.971866 @@ -202159,8 +210769,8 @@ https://snyk.io/blog: - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://snyk.io/blog/10-docker-image-security-best-practices: + addition_method: manual content_hash: 8aad60a0ae3809f3d51164c832c75f4b3f52608a266937466f72cac1d51949ac description: '' health_score: 100.0 @@ -202176,8 +210786,8 @@ https://snyk.io/blog/10-docker-image-security-best-practices: v2_locations: - docker.md year: N/A - addition_method: manual https://snyk.io/blog/10-kubernetes-security-context-settings-you-should-understand: + addition_method: manual ai_summary: A comprehensive guide on utilizing the Kubernetes `securityContext` API to enforce Pod and container-level boundaries. Curator insight details foundational settings like `runAsNonRoot`, `readOnlyRootFilesystem`, and `allowPrivilegeEscalation`. @@ -202206,8 +210816,8 @@ https://snyk.io/blog/10-kubernetes-security-context-settings-you-should-understa v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://snyk.io/blog/10-serverless-security-best-practices: + addition_method: manual ai_summary: Establishes ten foundational practices for safeguarding serverless application runtimes. Promotes strict boundary isolation, defense against event-data injection attacks, minimal IAM privilege mapping, and specialized continuous logging schemas. @@ -202234,8 +210844,8 @@ https://snyk.io/blog/10-serverless-security-best-practices: v2_locations: - devsecops.md year: N/A - addition_method: manual https://snyk.io/blog/securing-open-source-dependencies-snyk-visual-studio-code-extension: + addition_method: manual content_hash: 4b0749440f04ac6c28d3c9d690236cb1a73929ce8597f061cef7dc3aecdba15d description: '' health_score: 100.0 @@ -202252,8 +210862,8 @@ https://snyk.io/blog/securing-open-source-dependencies-snyk-visual-studio-code-e v2_locations: - visual-studio.md year: N/A - addition_method: manual https://snyk.io/blog/shipping-kubernetes-native-applications-with-confidence: + addition_method: manual content_hash: bda8f6e87cbb40ac0de1cf0daecd62e963e095273b208b91bb05a380f2fa3909 description: '' health_score: 100.0 @@ -202269,8 +210879,8 @@ https://snyk.io/blog/shipping-kubernetes-native-applications-with-confidence: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://snyk.io/open-source-security-report: + addition_method: manual content_hash: 1b2cee379f2c54c90264d798af521193ca913ad30395b21aef7d92da8581ca14 description: '' health_score: 100.0 @@ -202281,8 +210891,8 @@ https://snyk.io/open-source-security-report: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://snyk.io/product/container-vulnerability-management: + addition_method: manual content_hash: b8861aff17ba60b031e7170b45b885816293f94e031a3d7d95c840c48213f7b4 health_score: 100.0 last_checked: 1779130494.937889 @@ -202294,8 +210904,8 @@ https://snyk.io/product/container-vulnerability-management: - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://socket.dev/blog/introducing-socket: + addition_method: manual ai_summary: An architectural introduction to Socket's active package monitoring system. Evaluates structural anomalies in dependencies by tracing suspicious network calls, API system changes, and permission escalations. @@ -202322,8 +210932,8 @@ https://socket.dev/blog/introducing-socket: v2_locations: - devsecops.md year: N/A - addition_method: manual https://socket.io: + addition_method: manual content_hash: a5475ce963ffd3c43e6bce984cd7f4693af0e344abdd130445309ad927f6530c description: '' health_score: 100.0 @@ -202339,8 +210949,8 @@ https://socket.io: v2_locations: - api.md year: N/A - addition_method: manual https://softobiz.com/microservice-orchestration-with-zeebe-and-kafka: + addition_method: manual content_hash: bf12def9ec7ccc5f183eba7ddb60665f79f830349b141f39155dbe148f075113 health_score: 100.0 last_checked: 1779130495.025468 @@ -202350,9 +210960,9 @@ https://softobiz.com/microservice-orchestration-with-zeebe-and-kafka: - docs/message-queue.md v2_locations: - message-queue.md - addition_method: manual ? https://softwareengineering.stackexchange.com/questions/436567/what-is-the-best-practice-about-microservice-architecture-for-consuming-many-sto -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032789.815025 @@ -202366,8 +210976,8 @@ https://softobiz.com/microservice-orchestration-with-zeebe-and-kafka: v2_locations: - databases.md year: N/A - addition_method: manual https://softwareengineeringdaily.com/2019/01/11/why-is-storage-on-kubernetes-is-so-hard: + addition_method: manual content_hash: db207a13f589eaad58e1a5d834309cf039de3c748c8a90536aa6d3dceedf7d6d description: '' health_score: 100.0 @@ -202383,8 +210993,8 @@ https://softwareengineeringdaily.com/2019/01/11/why-is-storage-on-kubernetes-is- v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://softwareengineeringdaily.com/2020/02/13/setting-the-stage-for-platform-engineering: + addition_method: manual content_hash: 9204b3d4a87bc072c9f78069c896ef1ffc29db16898ec6b4d64e87b1555726ba description: '' health_score: 100.0 @@ -202402,8 +211012,8 @@ https://softwareengineeringdaily.com/2020/02/13/setting-the-stage-for-platform-e - devops.md - introduction.md year: N/A - addition_method: manual https://softwareengineeringdaily.com/2020/12/16/kafka-applications-with-tim-berglund-repeat: + addition_method: manual ai_summary: A podcast conversation detailing real-world patterns for building highly decoupled event-driven systems. Explores streaming architecture choices, data evolution, and microservice communication patterns with Tim Berglund. @@ -202431,8 +211041,8 @@ https://softwareengineeringdaily.com/2020/12/16/kafka-applications-with-tim-berg v2_locations: - message-queue.md year: N/A - addition_method: manual https://softwareengineeringdaily.com/2020/12/29/kubernetes-vs-serverless-with-matt-ward-repeat: + addition_method: manual content_hash: 08ccb1881ac36a7e0f3c9c79cbd6db242f4e454d51911e1b6c3b33c91518e6e5 description: '' health_score: 100.0 @@ -202451,8 +211061,8 @@ https://softwareengineeringdaily.com/2020/12/29/kubernetes-vs-serverless-with-ma - introduction.md - api.md year: N/A - addition_method: manual https://softwareengineeringdaily.com/2021/01/22/redpanda-kafka-alternative-with-alexander-gallego: + addition_method: manual ai_summary: An analytical podcast interview featuring Redpanda founder Alexander Gallego. Delves into the C++ implementation details, thread-per-core architectures, and the structural decisions that differentiate Redpanda from JVM-based event @@ -202482,8 +211092,8 @@ https://softwareengineeringdaily.com/2021/01/22/redpanda-kafka-alternative-with- v2_locations: - message-queue.md year: N/A - addition_method: manual https://softwarequickguide.com/what-is-performance-testing-and-performance-testing-tools: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -202498,8 +211108,8 @@ https://softwarequickguide.com/what-is-performance-testing-and-performance-testi v2_locations: - qa.md year: N/A - addition_method: manual https://sookocheff.com/post/kubernetes/understanding-kubernetes-networking-model: + addition_method: manual content_hash: b5ab85b04c3e5a090dc387c40199f9f76727bb2ce92e1e62c81e080e148e14a4 description: '' health_score: 100.0 @@ -202515,8 +211125,8 @@ https://sookocheff.com/post/kubernetes/understanding-kubernetes-networking-model v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://soshace.com: + addition_method: manual ai_summary: Developer hiring platform focusing on professional web engineers specializing in Angular, React, Vue, Node.js, and Python. complexity: Intermediate @@ -202542,8 +211152,8 @@ https://soshace.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://sosiv.io: + addition_method: manual content_hash: c100ce6779c61cbc5241c412351913f2c569cbaf30b83e71b7785ffc0ccfbdc8 health_score: 100.0 last_checked: 1779130495.016967 @@ -202554,8 +211164,8 @@ https://sosiv.io: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://sosiv.io/post/a-deep-dive-into-kubernetes-resource-requests-and-limits: + addition_method: manual content_hash: 4ea2e26b54057f6a7edf436da90542a8d5cd78bfd2860f7656771b97f15a4477 description: '' health_score: 100.0 @@ -202566,8 +211176,8 @@ https://sosiv.io/post/a-deep-dive-into-kubernetes-resource-requests-and-limits: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://source.coveo.com/2021/11/11/prometheus-at-scale: + addition_method: manual content_hash: bb27e785b6097c159885e55c2ea73584fbffa43b05718c5db91fa54615a38edc description: '' health_score: 100.0 @@ -202583,8 +211193,8 @@ https://source.coveo.com/2021/11/11/prometheus-at-scale: v2_locations: - prometheus.md year: N/A - addition_method: manual https://sourceforge.net/projects/winpython: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034109.345541 @@ -202595,8 +211205,8 @@ https://sourceforge.net/projects/winpython: - docs/python.md v2_locations: - python.md - addition_method: manual https://sourceware.org/systemtap: + addition_method: manual content_hash: 016c0fe35fc827a8d5babe139b401131eb1cb22eb3cd6ee5430b2d3ee9a9699a description: '' health_score: 100.0 @@ -202612,15 +211222,15 @@ https://sourceware.org/systemtap: v2_locations: - qa.md year: N/A - addition_method: manual https://space-cloud.io: + addition_method: manual content_hash: 693f3d895de36c5b3c56fe973454bc39e7de0209577deb9e08d86b8bafa768f8 health_score: 100.0 last_checked: 1779031600.477695 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://spacelift.io: + addition_method: manual content_hash: 6e1e9747c4f86b6a95cfe03f1eb319134d99c50d69bb1b8917a150efe55d0abc description: '' health_score: 100.0 @@ -202636,8 +211246,8 @@ https://spacelift.io: v2_locations: - terraform.md year: N/A - addition_method: manual https://spacelift.io/blog/ansible-vs-terraform: + addition_method: manual content_hash: ec3e7858583c8c0d66f7b5fbbdb98dc0ef1d4614402c146c8a42693b67565f17 description: '' health_score: 100.0 @@ -202654,16 +211264,16 @@ https://spacelift.io/blog/ansible-vs-terraform: v2_locations: - iac.md year: N/A - addition_method: manual https://spacelift.io/blog/aws-s3-cp: + addition_method: manual content_hash: a4aa5cdb493b559dff61f5a12b362518405ba0e2433b9e95526e92a44bec904c health_score: 100.0 last_checked: 1779031596.112188 needs_ai_refresh: true v1_locations: - docs/aws-tools-scripts.md - addition_method: manual https://spacelift.io/blog/azure-terraform-export: + addition_method: manual content_hash: 40d2caf41051f6587d5c7ddc0957c777e55202fb52011b87a01612668b1b1073 description: '' health_score: 100.0 @@ -202679,8 +211289,8 @@ https://spacelift.io/blog/azure-terraform-export: v2_locations: - terraform.md year: N/A - addition_method: manual https://spacelift.io/blog/docker-volumes: + addition_method: manual content_hash: 8fff4f035e05d0af7e6eb06e38b2ca0848b3ddc365160575a63a14c02701b16e description: '' health_score: 100.0 @@ -202696,8 +211306,8 @@ https://spacelift.io/blog/docker-volumes: v2_locations: - docker.md year: N/A - addition_method: manual https://spacelift.io/blog/how-to-provision-aws-eks-kubernetes-cluster-with-terraform: + addition_method: manual content_hash: c2d08cce9b4e1e0e28d7b4a8f7293cdfc158ed0263ffe4e9ddd38b1841571381 description: '' health_score: 100.0 @@ -202708,8 +211318,8 @@ https://spacelift.io/blog/how-to-provision-aws-eks-kubernetes-cluster-with-terra v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://spacelift.io/blog/infrastructure-as-code-with-generic-ci-cd: + addition_method: manual content_hash: 2585fe129bcb2026db407d23152058c6a15056cc1cc9da392fcdc416d47941b7 description: '' health_score: 100.0 @@ -202725,8 +211335,8 @@ https://spacelift.io/blog/infrastructure-as-code-with-generic-ci-cd: v2_locations: - iac.md year: N/A - addition_method: manual https://spacelift.io/blog/kubernetes-architecture: + addition_method: manual content_hash: ffb39494304175416dad93f6e56f59abae16d758015cba3a5d471c8d41851666 description: '' health_score: 100.0 @@ -202742,8 +211352,8 @@ https://spacelift.io/blog/kubernetes-architecture: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://spacelift.io/blog/kubernetes-ci-cd: + addition_method: manual ai_summary: 'Curator Insight: Practical guide mapping pipeline design patterns specifically for deployment into Kubernetes. Live Grounding: Outlines declarative configuration, helm packaging, namespace scoping, and secret management patterns. Essential for @@ -202773,8 +211383,8 @@ https://spacelift.io/blog/kubernetes-ci-cd: v2_locations: - cicd.md year: N/A - addition_method: manual https://spacelift.io/blog/kubernetes-cronjob: + addition_method: manual content_hash: b43bfedd0fae3baba66602204e46e91bae1b295f3fa9d3b1f278ee1ba821c76a description: '' health_score: 100.0 @@ -202790,8 +211400,8 @@ https://spacelift.io/blog/kubernetes-cronjob: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://spacelift.io/blog/kubernetes-persistent-volumes: + addition_method: manual content_hash: ebd9e9a77db329367fb56d2cf741aab510028b337bb95a809511ed671a29ec93 description: '' health_score: 100.0 @@ -202807,8 +211417,8 @@ https://spacelift.io/blog/kubernetes-persistent-volumes: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://spacelift.io/blog/terraform-backends: + addition_method: manual content_hash: 6cd6a17eb959096bd761774c26d52976dd157dc74c3083ae83279dd1033f98aa description: '' health_score: 100.0 @@ -202824,8 +211434,8 @@ https://spacelift.io/blog/terraform-backends: v2_locations: - terraform.md year: N/A - addition_method: manual https://spacelift.io/blog/terraform-best-practices: + addition_method: manual content_hash: 25bca6c737e21c2a93845fa98e8b378d56c29dbe36341a7824199b62f917cd62 description: '' health_score: 100.0 @@ -202841,8 +211451,8 @@ https://spacelift.io/blog/terraform-best-practices: v2_locations: - terraform.md year: N/A - addition_method: manual https://spacelift.io/blog/terraform-eks: + addition_method: manual content_hash: e8b72a73355259f9baa90e52e5de67064d4cab74ef0ac03cc490b9ed97455d4b health_score: 100.0 last_checked: 1779130495.011479 @@ -202854,8 +211464,8 @@ https://spacelift.io/blog/terraform-eks: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://spacelift.io/blog/terraform-files: + addition_method: manual content_hash: ea8bbf8f7063893f369ed9faf5d4b86d8160dccea65969e6883e0745677e2f97 description: '' health_score: 100.0 @@ -202871,8 +211481,8 @@ https://spacelift.io/blog/terraform-files: v2_locations: - terraform.md year: N/A - addition_method: manual https://spacelift.io/blog/terraform-tools: + addition_method: manual content_hash: a3324613ea8d996ad5b17c42c6baebf4742abf75ab1a463d6cc8ec1d59bf4762 description: '' health_score: 100.0 @@ -202888,8 +211498,8 @@ https://spacelift.io/blog/terraform-tools: v2_locations: - terraform.md year: N/A - addition_method: manual https://spacelift.io/blog/what-is-terraform-cloud: + addition_method: manual content_hash: 30b08944bfc419aa1c461cd6205b178e8d0677f0ba223201f95048b6613b1e4b description: '' health_score: 100.0 @@ -202905,8 +211515,8 @@ https://spacelift.io/blog/what-is-terraform-cloud: v2_locations: - terraform.md year: N/A - addition_method: manual https://spacelift.io/blog/yaml: + addition_method: manual ai_summary: Curator Insight delivers a broad technical guide connecting basic YAML formatting rules directly to advanced DevOps tools. Live Grounding shows its practical utility in structuring pipelines, defining IaC policies, and working across Terraform, @@ -202935,8 +211545,8 @@ https://spacelift.io/blog/yaml: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://spanish.entrepreneur.com: + addition_method: manual ai_summary: Provides a self-diagnostic framework composed of ten strategic evaluation questions designed to gauge leadership efficacy and maturity. Promotes reflective coaching and output-driven organizational alignment. [SPANISH CONTENT] @@ -202959,8 +211569,8 @@ https://spanish.entrepreneur.com: - project-management-methodology.md - recruitment.md year: '2021' - addition_method: manual https://speakerdeck.com/devinjeon/kubernetes-pod-internals-with-the-fundamentals-of-containers: + addition_method: manual content_hash: 39162e6fc3783deeecb1e1b8333040be5c1da6a1cddfc0517b894c0a49595d55 description: '' health_score: 100.0 @@ -202976,8 +211586,8 @@ https://speakerdeck.com/devinjeon/kubernetes-pod-internals-with-the-fundamentals v2_locations: - kubernetes.md year: N/A - addition_method: manual https://speakerdeck.com/devopslx/cd-and-optimized-cloud-spend?slide=12: + addition_method: manual ai_summary: 'Curator Insight: Presentation slides clarifying the crucial distinction between ad-hoc bash scripting and declarative platform-based CD. Live Grounding: Contrasts custom deploy scripts with scalable container-based rollout engines. @@ -203005,8 +211615,8 @@ https://speakerdeck.com/devopslx/cd-and-optimized-cloud-spend?slide=12: v2_locations: - cicd.md year: N/A - addition_method: manual https://speakerdeck.com/keisukeyamashita/introduction-to-spinnaker-managed-pipeline-templates: + addition_method: manual content_hash: 16b63cf4b1ed3077755c0b9025fae3524fe383f6e4e295fbb785b577852e3082 description: '' health_score: 100.0 @@ -203022,8 +211632,8 @@ https://speakerdeck.com/keisukeyamashita/introduction-to-spinnaker-managed-pipel v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://speakerdeck.com/keisukeyamashita/spinnaker-application-management-by-terraform-plugins: + addition_method: manual content_hash: bc0091979d09e5ae7cceea9b084cf734dc3930db0c58a037d148d67eac1ee7c8 description: '' health_score: 100.0 @@ -203039,8 +211649,8 @@ https://speakerdeck.com/keisukeyamashita/spinnaker-application-management-by-ter v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://speakerdeck.com/lemiorhan/10-git-anti-patterns-you-should-be-aware-of: + addition_method: manual ai_summary: Visual, highly instructional slide deck cataloging 10 catastrophic Git practices commonly observed in industry. Covers mismanaging branches, commit pollution, and incorrect rebases. Perfect for team training and retrofitting coding standards. @@ -203067,8 +211677,8 @@ https://speakerdeck.com/lemiorhan/10-git-anti-patterns-you-should-be-aware-of: v2_locations: - git.md year: N/A - addition_method: manual https://speakerdeck.com/mabulgu/apache-kafka-with-red-hat-amq-streams: + addition_method: manual ai_summary: An informative slide presentation charting Apache Kafka deployments on OpenShift via Red Hat AMQ Streams. Visualizes operator behaviors and declarative infrastructure patterns. @@ -203096,8 +211706,8 @@ https://speakerdeck.com/mabulgu/apache-kafka-with-red-hat-amq-streams: v2_locations: - message-queue.md year: N/A - addition_method: manual https://speakerdeck.com/mhausenblas/kubecologne-keynote-troubleshooting-kubernetes-apps: + addition_method: manual content_hash: a582b263f637c3b88b4300fe8160afdec11e69b6d84810faf2d3fc7f05a4a5a7 description: '' health_score: 100.0 @@ -203113,8 +211723,8 @@ https://speakerdeck.com/mhausenblas/kubecologne-keynote-troubleshooting-kubernet v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://speakerdeck.com/thockin/code-review-in-kubernetes: + addition_method: manual content_hash: 289d1f554943f7aa76bf8e36b9868f3bc4c5a6f32622b2b5d5f9846e5bb3302b description: '' health_score: 100.0 @@ -203130,8 +211740,8 @@ https://speakerdeck.com/thockin/code-review-in-kubernetes: v2_locations: - qa.md year: N/A - addition_method: manual https://speakerdeck.com/thockin/kubernetes-and-networks-why-is-this-so-dang-hard: + addition_method: manual content_hash: 34ad8ed04f85bda663ad7447bf61118a3b43f410b1ec0da4665cce7f67bb920b description: '' health_score: 100.0 @@ -203147,8 +211757,8 @@ https://speakerdeck.com/thockin/kubernetes-and-networks-why-is-this-so-dang-hard v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://speakerdeck.com/victorrentea/profiling-a-java-application-at-devdays-2023: + addition_method: manual ai_summary: High-density presentation slide deck dissecting execution profiling tools. Teaches identification of CPU hotspots, thread lock contention, and high garbage creation loops. @@ -203175,8 +211785,8 @@ https://speakerdeck.com/victorrentea/profiling-a-java-application-at-devdays-202 v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://spectrum.ieee.org/software-eating-car: + addition_method: manual content_hash: 538328cb31b0b52ac5b7ab25e4db99f777adaa5ae97f97b23908f260820abb2c description: '' health_score: 100.0 @@ -203192,8 +211802,8 @@ https://spectrum.ieee.org/software-eating-car: v2_locations: - introduction.md year: N/A - addition_method: manual https://speedlancer.com: + addition_method: manual ai_summary: Managed micro-task platform offering high-speed delivery of design, content writing, and technical tasks within pre-negotiated hourly windows. complexity: Beginner @@ -203219,8 +211829,8 @@ https://speedlancer.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://spinnaker.io: + addition_method: manual content_hash: 2d10660d13edb71f8eb2bd4beb08a6f7a5e7be5f1b4796d6b3f4fdf17f6acf84 health_score: 100.0 last_checked: 1779130494.929437 @@ -203231,8 +211841,8 @@ https://spinnaker.io: - 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addition_method: manual https://spring.io/projects/spring-cloud/-kubernetes: + addition_method: manual health_score: 64.0 last_checked: 1779130494.93787 tags: @@ -203583,8 +212193,8 @@ https://spring.io/projects/spring-cloud/-kubernetes: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://sqlpd.com: + addition_method: manual ai_summary: An interactive, gamified SQL training playground where users act as police detectives to solve technical cases using structured queries. 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Mandatory standard reference. @@ -203700,8 +212310,8 @@ https://sre.google: v2_locations: - sre.md year: N/A - addition_method: manual https://sre.google/prodcast: + addition_method: manual ai_summary: Google SRE's official podcast platform, offering in-depth conversations on production readiness, disaster simulation, massive database scale, and global network engineering. This serves as an elite audio-learning resource for cloud @@ -203729,8 +212339,8 @@ https://sre.google/prodcast: v2_locations: - sre.md year: N/A - addition_method: manual https://sre.google/resources/practices-and-processes/art-of-slos: + addition_method: manual ai_summary: An essential training handbook from Google covering the foundational concepts of setting, calculating, and maintaining Service Level Objectives. 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It defines the 'Four Golden Signals'—latency, traffic, errors, and saturation—providing practical blueprints to prevent alert @@ -203820,15 +212430,15 @@ https://sre.google/sre-book/monitoring-distributed-systems: - monitoring.md - sre.md year: N/A - addition_method: manual https://sre.google/sre-book/table-of-contents: + addition_method: manual content_hash: 947060a29b57996cbf4f31566b3988b2ea86d46421c14362d103fb374e37301e health_score: 100.0 last_checked: 1779034571.749179 v1_locations: - docs/sre.md - addition_method: manual https://sst.dev/blog/moving-away-from-cdk: + addition_method: manual content_hash: 055bab3670d79f9a74e8d8280effe5cd6ceb958b37593687d7ad130c888be2a4 health_score: 100.0 last_checked: 1779130494.990342 @@ -203839,8 +212449,8 @@ https://sst.dev/blog/moving-away-from-cdk: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://sst.dev/blog/moving-away-from-cdk.html: + addition_method: manual content_hash: 61cc618a0698c5c486c007ad725b35c46eedc6adb6d30cb9c529ffe87c4deaaf description: '' health_score: 100.0 @@ -203852,8 +212462,8 @@ https://sst.dev/blog/moving-away-from-cdk.html: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://stackify.com/function-as-a-service-serverless-architecture: + addition_method: manual content_hash: a5dedc63c1f0e43c44111534c000dcd36831d308dad99a740a1518a31d506143 description: '' health_score: 100.0 @@ -203870,8 +212480,8 @@ https://stackify.com/function-as-a-service-serverless-architecture: v2_locations: - serverless.md year: N/A - addition_method: manual https://stackify.com/kubernetes-docker-deployments: + addition_method: manual content_hash: 3e40510896def8fcc0c78ef4495211bb7b6aa931853e4484e81134e80d0b8477 description: '' health_score: 100.0 @@ -203887,8 +212497,8 @@ https://stackify.com/kubernetes-docker-deployments: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://stackify.com/who-will-dominate-in-the-future-net-or-java: + addition_method: manual content_hash: c5b048e3bc44dfd4f112ffcf79ddf550fba2f192c2c70adc7827f2890ff1d02d description: '' health_score: 100.0 @@ -203904,8 +212514,8 @@ https://stackify.com/who-will-dominate-in-the-future-net-or-java: v2_locations: - dotnet.md year: N/A - addition_method: manual https://stackoverflow.blog/2020/03/16/how-event-driven-architecture-solves-modern-web-app-problems: + addition_method: manual ai_summary: A highly clear explanation of how event-driven patterns resolve high concurrency and cross-system latency challenges. 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By consolidating debugging information and best @@ -204129,8 +212739,8 @@ https://stackoverflow.blog/2021/09/22/gitlab-launches-collective-on-stack-overfl v2_locations: - git.md year: N/A - addition_method: manual https://stackoverflow.blog/2021/12/20/fulfilling-the-promise-of-ci-cd: + addition_method: manual ai_summary: 'Curator Insight: Identifies operational gaps preventing organizations from achieving real CI/CD performance. Live Grounding: Explores why tooling isn''t a silver bullet, focusing instead on internal developer advocacy and shifting @@ -204158,8 +212768,8 @@ https://stackoverflow.blog/2021/12/20/fulfilling-the-promise-of-ci-cd: v2_locations: - cicd.md year: N/A - addition_method: manual https://stackoverflow.blog/2022/01/10/the-great-resignation-is-here-what-does-that-mean-for-developers: + addition_method: manual content_hash: b58ddeddfea5a209a8635da9eccb31fc0d060420b7de76768cd90a052f68f55d description: '' health_score: 100.0 @@ -204171,8 +212781,8 @@ https://stackoverflow.blog/2022/01/10/the-great-resignation-is-here-what-does-th v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://stackoverflow.blog/2022/12/28/the-great-resignation-is-here-what-does-that-mean-for-developers: + addition_method: manual ai_summary: Analyzes developer-specific survey data concerning job security, motivation, and professional expectations during market transformations. 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addition_method: manual https://stackoverflow.com/collectives/ci-cd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204241,8 +212851,8 @@ https://stackoverflow.com/collectives/ci-cd: title: CI/CD Collective v1_locations: [] year: N/A - addition_method: manual https://stackoverflow.com/collectives/gitlab: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204259,8 +212869,8 @@ https://stackoverflow.com/collectives/gitlab: - index.md - newsfeeds.md year: N/A - addition_method: manual https://stackoverflow.com/collectives/go: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204275,8 +212885,8 @@ https://stackoverflow.com/collectives/go: - index.md - newsfeeds.md year: N/A - addition_method: manual https://stackoverflow.com/collectives/google-cloud: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204286,8 +212896,8 @@ https://stackoverflow.com/collectives/google-cloud: v1_locations: - docs/newsfeeds.md year: N/A - addition_method: manual https://stackoverflow.com/collectives/wso2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204296,8 +212906,8 @@ https://stackoverflow.com/collectives/wso2: title: WSO2 Collective v1_locations: [] year: N/A - addition_method: manual https://stackoverflow.com/questions/11763376/difference-between-netstat-and-ss-in-linux: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031900.575898 @@ -204307,9 +212917,9 @@ https://stackoverflow.com/questions/11763376/difference-between-netstat-and-ss-i - docs/linux.md v2_locations: - linux.md - addition_method: manual ? https://stackoverflow.com/questions/161224/what-are-the-differences-between-the-different-saving-methods-in-hibernate/54907032?stw=2 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034497.329255 @@ -204323,8 +212933,8 @@ https://stackoverflow.com/questions/11763376/difference-between-netstat-and-ss-i v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://stackoverflow.com/questions/1761601/is-the-usage-of-stored-procedures-a-bad-practice: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204338,8 +212948,8 @@ https://stackoverflow.com/questions/1761601/is-the-usage-of-stored-procedures-a- v2_locations: - databases.md year: N/A - addition_method: manual https://stackoverflow.com/questions/2573135/python-progression-path-from-apprentice-to-guru: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204353,8 +212963,8 @@ https://stackoverflow.com/questions/2573135/python-progression-path-from-apprent v2_locations: - python.md year: N/A - addition_method: manual https://stackoverflow.com/questions/26003298/how-to-setup-local-git-with-local-blessed-repo-integration-manager-workflow: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204364,8 +212974,8 @@ https://stackoverflow.com/questions/26003298/how-to-setup-local-git-with-local-b v1_locations: - docs/git.md year: N/A - addition_method: manual https://stackoverflow.com/questions/27820309/bot-to-automatically-reverse-github-pull-request-merges: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204379,8 +212989,8 @@ https://stackoverflow.com/questions/27820309/bot-to-automatically-reverse-github v2_locations: - git.md year: N/A - addition_method: manual https://stackoverflow.com/questions/34319156/create-dictionary-from-splitted-strings-from-list-of-strings: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030957.735602 @@ -204390,8 +213000,8 @@ https://stackoverflow.com/questions/34319156/create-dictionary-from-splitted-str - docs/python.md v2_locations: - python.md - addition_method: manual https://stackoverflow.com/questions/41341823/running-oracle-sql-scripts-with-ansible-playbook: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204405,8 +213015,8 @@ https://stackoverflow.com/questions/41341823/running-oracle-sql-scripts-with-ans v2_locations: - 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kubectl-commands.md year: N/A - addition_method: manual https://stackoverflow.com/questions/56214715/accessing-the-kubernetes-rest-end-points-using-bearer-token: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204513,15 +213123,15 @@ https://stackoverflow.com/questions/56214715/accessing-the-kubernetes-rest-end-p v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://stackoverflow.com/questions/57107282/prometheus-and-activemq-integration: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033335.794885 v1_locations: - docs/grafana.md - addition_method: manual https://stackoverflow.com/questions/58019605/how-can-we-programmatically-approve-merge-requests-in-gitlab: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204536,8 +213146,8 @@ https://stackoverflow.com/questions/58019605/how-can-we-programmatically-approve v2_locations: - git.md year: N/A - addition_method: manual https://stackoverflow.com/questions/59518363/is-that-possible-to-deploy-an-openshift-or-kubernetes-in-dmz-zone: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204552,8 +213162,8 @@ https://stackoverflow.com/questions/59518363/is-that-possible-to-deploy-an-opens v2_locations: - openshift.md year: N/A - addition_method: manual https://stackoverflow.com/questions/72657318/how-is-flyte-tailored-to-data-and-machine-learning: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204567,8 +213177,8 @@ https://stackoverflow.com/questions/72657318/how-is-flyte-tailored-to-data-and-m v2_locations: - mlops.md year: N/A - addition_method: manual https://stackoverflow.com/questions/8087184/problems-installing-python3-on-rhel: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034208.086819 @@ -204578,15 +213188,15 @@ https://stackoverflow.com/questions/8087184/problems-installing-python3-on-rhel: - docs/python.md v2_locations: - python.md - addition_method: manual https://stackoverflow.com/questions/tagged/nexus3: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033092.321515 v1_locations: - docs/registries.md - addition_method: manual https://stackpulse.com/blog/automated-kubernetes-pod-restarting-analysis-with-stackpulse: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204600,8 +213210,8 @@ https://stackpulse.com/blog/automated-kubernetes-pod-restarting-analysis-with-st v2_locations: - monitoring.md year: N/A - addition_method: manual https://stackpulse.com/blog/challenges-of-running-services-with-k8s-reliably: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204615,8 +213225,8 @@ https://stackpulse.com/blog/challenges-of-running-services-with-k8s-reliably: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://stackpulse.com/blog/https-stackpulse-com-blog-kubernetes-production-best-practices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204631,8 +213241,8 @@ https://stackpulse.com/blog/https-stackpulse-com-blog-kubernetes-production-best v2_locations: - kubernetes.md year: N/A - addition_method: manual https://stackpulse.com/blog/monoliths-vs-microservices-best-practices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204647,8 +213257,8 @@ https://stackpulse.com/blog/monoliths-vs-microservices-best-practices: v2_locations: - sre.md year: N/A - addition_method: manual https://stackpulse.com/blog/monoliths-vs-microservices-challenges: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204663,8 +213273,8 @@ https://stackpulse.com/blog/monoliths-vs-microservices-challenges: v2_locations: - sre.md year: N/A - addition_method: manual https://stackpulse.com/blog/no-sre-is-not-the-new-devops-unless-it-is: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204678,8 +213288,8 @@ https://stackpulse.com/blog/no-sre-is-not-the-new-devops-unless-it-is: v2_locations: - sre.md year: N/A - addition_method: manual https://stackshare.io/stackups/kubernetes-vs-portainer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204693,8 +213303,8 @@ https://stackshare.io/stackups/kubernetes-vs-portainer: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://stackstorm.com: + addition_method: manual content_hash: 2125c4744c5af3da71f7c9f09f582e76102a0bd24dfce0944c70f2b34418f341 description: '' health_score: 100.0 @@ -204710,8 +213320,8 @@ https://stackstorm.com: v2_locations: - stackstorm.md year: N/A - addition_method: manual https://starkephillip.com/the-effects-of-remote-work-on-company-culture: + addition_method: manual content_hash: e4202a627e2c824a7b83c8404af1a9e66b9db976f1ce231a0cbc5bb915d8b0db description: '' health_score: 100.0 @@ -204727,8 +213337,8 @@ https://starkephillip.com/the-effects-of-remote-work-on-company-culture: v2_locations: - remote-tech-jobs.md year: N/A - addition_method: manual https://start.spring.io: + addition_method: manual content_hash: e0c93a5d074814ad5cee9220dea5da727228dcc014f96c06210236bff5f0c0d5 description: '' health_score: 100.0 @@ -204744,8 +213354,8 @@ https://start.spring.io: v2_locations: - demos.md year: N/A - addition_method: manual https://statemanagement.substack.com/p/hating-the-code-of-others: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204759,8 +213369,8 @@ https://statemanagement.substack.com/p/hating-the-code-of-others: v2_locations: - devops.md year: N/A - addition_method: manual https://static.brandonpotter.com/kubernetes/DeploymentBuilder.html: + addition_method: manual content_hash: 2b5c13fdda15b451fe7efeb4e8d6aa0a60d461f1fc57476ea8e28f179ea36715 description: '' health_score: 100.0 @@ -204776,8 +213386,8 @@ https://static.brandonpotter.com/kubernetes/DeploymentBuilder.html: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://static.sched.com/hosted_files/kccncna19/f7/kubecon-us-2019-mt-wg-deep-dive.pdf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204794,9 +213404,9 @@ https://static.sched.com/hosted_files/kccncna19/f7/kubecon-us-2019-mt-wg-deep-di v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://static.sched.com/hosted_files/kccncna20/02/A%20Walk%20Through%20the%20Kubernetes%20UI%20Landscape%20%28KubeCon%20Talk%202020%29.pdf -: ai_summary: A deep KubeCon presentation evaluating Kubernetes dashboard architectural +: addition_method: manual + ai_summary: A deep KubeCon presentation evaluating Kubernetes dashboard architectural styles, usability trade-offs, and administrative security models. complexity: Intermediate content_hash: N/A @@ -204821,8 +213431,8 @@ https://static.sched.com/hosted_files/kccncna19/f7/kubecon-us-2019-mt-wg-deep-di v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://staticnat.com/setting-up-python-on-osx: + addition_method: manual content_hash: 7c1747b2ebf5241d86ebdb48d84e292834df874f7f35b52a74b314ec21f904ba health_score: 100.0 last_checked: 1779030596.64922 @@ -204834,8 +213444,8 @@ https://staticnat.com/setting-up-python-on-osx: - docs/python.md v2_locations: - python.md - addition_method: manual https://stats.jenkins.io: + addition_method: manual content_hash: 72dfe91f40b09978f094e6cf2f770e4790d5f251e25fd52b20adfede5363f741 health_score: 100.0 last_checked: 1779031431.17247 @@ -204847,8 +213457,8 @@ https://stats.jenkins.io: - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://status.aws.amazon.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -204859,8 +213469,8 @@ https://status.aws.amazon.com: v1_locations: - docs/aws.md year: N/A - addition_method: manual https://steampipe.io: + addition_method: manual ai_summary: A zero-dependency CLI tool that allows querying of APIs and cloud infrastructure (AWS, Azure, GitHub, etc.) dynamically using Postgres-compatible SQL. It simplifies cloud infrastructure compliance, security audits, and resource inspection by exposing @@ -204890,8 +213500,8 @@ https://steampipe.io: - cloud-asset-inventory.md - aws-tools-scripts.md year: N/A - addition_method: manual https://steampipe.io/blog/github-security-tips: + addition_method: manual ai_summary: Illustrates three essential infrastructure approaches for auditing and fortifying organization-level GitHub setups. Emphasizes automated policy validation using infrastructure-as-code and least-privilege token validation. @@ -204919,8 +213529,8 @@ https://steampipe.io/blog/github-security-tips: v2_locations: - git.md year: N/A - addition_method: manual https://steampunk.si/blog/let-us-give-ansible-a-rest: + addition_method: manual content_hash: 03299671f4e539e0cdbbfe91fa91efcc53ea40c7725d1ef1b5e30281f6ad5a63 description: '' health_score: 100.0 @@ -204936,8 +213546,8 @@ https://steampunk.si/blog/let-us-give-ansible-a-rest: v2_locations: - ansible.md year: N/A - addition_method: manual https://steampunk.si/blog/managing-infrastructure-using-ansible-tower: + addition_method: manual content_hash: f598cbfb5a47d7f6bc28fc927dc7a347e31cc402a2a14c24813aa3274bb09e97 description: '' health_score: 100.0 @@ -204953,8 +213563,8 @@ https://steampunk.si/blog/managing-infrastructure-using-ansible-tower: v2_locations: - ansible.md year: N/A - addition_method: manual https://stedolan.github.io/jq: + addition_method: manual content_hash: d7c0ad2d260c4f72a7ea8893da572acb43a9482a367438dd292d4b5bfcadf10f description: '' health_score: 100.0 @@ -204965,8 +213575,12 @@ https://stedolan.github.io/jq: v1_locations: - docs/yaml.md year: N/A - addition_method: manual +https://stelfstartup.com: + last_checked: 1780401152.315773 + score: 10 + status: FILTERED https://stelligent.github.io/config-lint: + addition_method: manual content_hash: 54893d1303a24ec98d4130dae56b66d16a99b2a08fd717078335a4fb874ce75c description: '' health_score: 100.0 @@ -204977,8 +213591,8 @@ https://stelligent.github.io/config-lint: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://stevehorsfield.wordpress.com/2019/08/13/devops-tricks-templating-yaml-files: + addition_method: manual ai_summary: Curator Insight describes command-line methods and workflow scripts to generate complex YAML manifests dynamically. Live Grounding emphasizes the trade-offs of scripting configurations versus migrating to native Kubernetes Templating @@ -205007,8 +213621,8 @@ https://stevehorsfield.wordpress.com/2019/08/13/devops-tricks-templating-yaml-fi - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://stevelasker.blog/2018/03/01/docker-tagging-best-practices-for-tagging-and-versioning-docker-images: + addition_method: manual content_hash: dcde72f2bee623f4f1e3733bf2ba6fbe373104f5b8d1f32673cac54bb5b545ee description: '' health_score: 100.0 @@ -205025,8 +213639,8 @@ https://stevelasker.blog/2018/03/01/docker-tagging-best-practices-for-tagging-an v2_locations: - docker.md year: N/A - addition_method: manual https://storageclass.info/csidrivers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205040,8 +213654,8 @@ https://storageclass.info/csidrivers: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://store.docker.com/editions/community/docker-ce-desktop-windows: + addition_method: manual content_hash: ddfdffeef3900b32415f699c64cdec71100c564739316f2351488e58429b84d3 description: '' health_score: 100.0 @@ -205053,8 +213667,8 @@ https://store.docker.com/editions/community/docker-ce-desktop-windows: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://stories.schubergphilis.com/terraform-aws-management-using-your-google-account-cfe5ea70c75: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205069,8 +213683,8 @@ https://stories.schubergphilis.com/terraform-aws-management-using-your-google-ac v2_locations: - terraform.md year: N/A - addition_method: manual https://storiesfromtheherd.com/unpacking-observability-a-beginners-guide-833258a0591f: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205084,8 +213698,8 @@ https://storiesfromtheherd.com/unpacking-observability-a-beginners-guide-833258a v2_locations: - monitoring.md year: N/A - addition_method: manual https://stormforge.io: + addition_method: manual content_hash: e5b4ba7f1fd924317a0eef74f0c12b5aad196e934195588e190e0c2f09ea9c02 description: '' health_score: 100.0 @@ -205102,8 +213716,8 @@ https://stormforge.io: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://streamingsystems.net: + addition_method: manual ai_summary: 'The definitive conceptual companion to the Apache Beam and Google Cloud Dataflow models of stream processing. @@ -205134,8 +213748,8 @@ https://streamingsystems.net: v2_locations: - message-queue.md year: '2018' - addition_method: manual https://strimzi.io: + addition_method: manual ai_summary: 'Curator Insight: The leading open-source CNCF sandbox operator platform for running Kafka on Kubernetes. Live Grounding: Orchestrates secure topologies, cluster expansion, user management, and seamless rolling upgrades using fully @@ -205163,15 +213777,15 @@ https://strimzi.io: v2_locations: - message-queue.md year: N/A - addition_method: manual https://strimzi.io/blog/2019/10/14/improving-prometheus-metrics: + addition_method: manual content_hash: ac0b8c6d9c8a948b8c42289656ceb245a2fb224221812734bff911108f64a45f health_score: 100.0 last_checked: 1779033612.238978 v1_locations: - docs/monitoring.md - addition_method: manual https://strimzi.io/blog/2020/08/05/using-open-policy-agent-with-strimzi-and-apache-kafka: + addition_method: manual ai_summary: A detailed security-focused guide illustrating the integration of Open Policy Agent (OPA) with Strimzi and Apache Kafka. Explains how to enforce centralized, declarative, and fine-grained access control policies across streaming clusters. @@ -205199,8 +213813,8 @@ https://strimzi.io/blog/2020/08/05/using-open-policy-agent-with-strimzi-and-apac v2_locations: - message-queue.md year: N/A - addition_method: manual https://strimzi.io/blog/2020/10/15/producer-tuning: + addition_method: manual ai_summary: 'Curator Insight: Diagnostic guide to fine-tuning publisher performance. Live Grounding: Explains structural impacts of compression types (lz4, zstd), batch.size configurations, linger.ms, and broker request limits on latency and @@ -205228,8 +213842,8 @@ https://strimzi.io/blog/2020/10/15/producer-tuning: v2_locations: - message-queue.md year: N/A - addition_method: manual https://strimzi.io/blog/2021/01/07/consumer-tuning: + addition_method: manual ai_summary: 'Curator Insight: In-depth study on maximizing consumer ingestion performance. Live Grounding: Analyzes consumer fetch sizes, commit mechanisms, partition assignments, and session timeout options to prevent unneeded offset rebalancing in enterprise @@ -205257,8 +213871,8 @@ https://strimzi.io/blog/2021/01/07/consumer-tuning: v2_locations: - message-queue.md year: N/A - addition_method: manual https://strimzi.io/blog/2021/07/05/upgrade-improvements: + addition_method: manual ai_summary: 'Curator Insight: Direct technical update from the Strimzi maintainers regarding Kafka upgrade orchestration. Live Grounding: Details the architectural improvements in Strimzi''s reconciliation loops, enabling automated, zero-downtime @@ -205286,8 +213900,8 @@ https://strimzi.io/blog/2021/07/05/upgrade-improvements: v2_locations: - message-queue.md year: N/A - addition_method: manual https://strimzi.io/blog/2021/07/22/using-kubernetes-config-provider-to-load-data-from-secrets-and-config-maps: + addition_method: manual ai_summary: This blog post details the implementation of the Strimzi Kubernetes Config Provider. It demonstrates how to decouple configurations from code by directly mapping Kafka properties to Kubernetes-managed infrastructure configurations. @@ -205316,8 +213930,8 @@ https://strimzi.io/blog/2021/07/22/using-kubernetes-config-provider-to-load-data v2_locations: - message-queue.md year: N/A - addition_method: manual https://strimzi.io/blog/2021/08/18/using-http-bridge-as-a-kubernetes-sidecar: + addition_method: manual ai_summary: An exploration of deploy-time design patterns using the Strimzi HTTP Bridge as a Kubernetes sidecar container. This integration simplifies microservices communications by providing standard HTTP REST endpoints to interact with underlying @@ -205346,8 +213960,8 @@ https://strimzi.io/blog/2021/08/18/using-http-bridge-as-a-kubernetes-sidecar: v2_locations: - message-queue.md year: N/A - addition_method: manual https://stu2b50.dev/posts/things-you-wante9665: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205361,8 +213975,8 @@ https://stu2b50.dev/posts/things-you-wante9665: v2_locations: - git.md year: N/A - addition_method: manual https://stupidpythonideas.blogspot.com.es/2015/05/if-you-dont-like-exceptions-you-dont.html: + addition_method: manual content_hash: 7e5373b57e407ab134905e91cd61d720d87d7bfc0a2b25a43d4947e9689f7d47 health_score: 100.0 last_checked: 1779031111.399182 @@ -205374,8 +213988,75 @@ https://stupidpythonideas.blogspot.com.es/2015/05/if-you-dont-like-exceptions-yo - docs/python.md v2_locations: - python.md - addition_method: manual +https://stwipe.com: + addition_method: automatic + ai_summary: A satirical mock-API created by the Duckbill Group mimicking Stripe's + payment infrastructure. Featuring a single robust endpoint (`POST /v1/yes`) that + guarantees 100% success with zero error handling, the project serves as a humorous + demonstration of simplified API design principles and developer-centric parody. + category: uncategorized + complexity: Beginner + content_hash: 6e502c5e7493f1b2223f85143be986cdfb194dd0ca18ad5dea14d472ff311a71 + description: Stwipe is the financial primitive for the world's most demanding economy. + Series A. Backed by people who should know better. + hierarchy: + - Web Development + - API parody + - Humor + is_microservice: false + language: English + last_checked: 1780352581.792276 + reputation_status: Vetted + reputation_summary: A popular developer satire project created by the Duckbill Group, + widely shared on Twitter and HN for its humorous take on Stripe's complexity. + resource_type: website + social_preview_url: https://stwipe.com/og.png + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: devops-humor + tags: + - '[COMMUNITY-TOOL]' + title: Stwipe — Payments infrastructure for people who cannot be reasoned with + year: '2024' +https://substack.com/@pvergadia: + addition_method: automatic + ai_summary: The official Substack of Priyanka Vergadia (Cloud Girl) delivering highly + visual, jargon-free technical guides and frameworks for cloud and AI architects. + The newsletter focuses heavily on real-world engineering concerns, including the + '7 layers of AI stack,' the economics of running multi-agent workflows, token + optimization, and robust error-handling for production-grade LLM deployments. + Highly valuable for bridging the gap between raw code and executive architectural + design. + category: newsfeeds + complexity: intermediate + content_hash: N/A + description: Visual guides, deep dives, and practical frameworks on Cloud Architecture, + Generative AI engineering, and multi-agent systems designed for engineers and + tech leaders. + hierarchy: + - Cloud Architecture + - Education + - Newsletters and Frameworks + is_microservice: false + language: en + last_checked: 1780352561.468562 + reputation_status: Vetted + reputation_summary: Authored by Priyanka Vergadia (The Cloud Girl), former Google + Cloud leader, highly regarded for visual and structural cloud and AI engineering + insights. + resource_type: platform + social_preview_url: '' + source_provenance: X.com (pvergadia) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Cloud Girl Substack by Priyanka Vergadia + year: '2026' https://sumanprasad.hashnode.dev/a-beginners-guide-to-ingress-and-ingress-controllers-in-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205390,8 +214071,8 @@ https://sumanprasad.hashnode.dev/a-beginners-guide-to-ingress-and-ingress-contro v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://sumanprasad.hashnode.dev/everything-about-kubernetes-services-discovery-load-balancing-networking: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205406,8 +214087,8 @@ https://sumanprasad.hashnode.dev/everything-about-kubernetes-services-discovery- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://sumanthkumarc.medium.com/debugging-namespace-deletion-issue-in-kubernetes-f6f8b40a4368: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205421,8 +214102,8 @@ https://sumanthkumarc.medium.com/debugging-namespace-deletion-issue-in-kubernete v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://sumanthkumarc.medium.com/kubernetes-rbac-update-default-clusterroles-without-editing-them-ef206254e0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205437,8 +214118,8 @@ https://sumanthkumarc.medium.com/kubernetes-rbac-update-default-clusterroles-wit v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://sunnykkc13.medium.com/deep-dive-into-kubernetes-238258c9a536: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205452,8 +214133,8 @@ https://sunnykkc13.medium.com/deep-dive-into-kubernetes-238258c9a536: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://supabase.com: + addition_method: manual content_hash: be3acc9ea66f4ed8d6132b52130c12535e0d92249d2259d9d0abb25826ba7003 description: '' health_score: 100.0 @@ -205469,8 +214150,8 @@ https://supabase.com: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://superfastpython.com/python-concurrency-choose-api: + addition_method: manual content_hash: 27491907fb09af0ef48de8a37d67c199132470034924a94d4a7c1ca6f31c905d description: '' health_score: 100.0 @@ -205486,8 +214167,8 @@ https://superfastpython.com/python-concurrency-choose-api: v2_locations: - python.md year: N/A - addition_method: manual https://superfastpython.com/thread-deadlock-in-python: + addition_method: manual content_hash: 7989a8a0c13680e7b5bde1ce847b830e47b4421b1016642cb3cc35643a76ded7 description: '' health_score: 100.0 @@ -205503,8 +214184,8 @@ https://superfastpython.com/thread-deadlock-in-python: v2_locations: - python.md year: N/A - addition_method: manual https://superfastpython.com/threading-vs-multiprocessing-in-python: + addition_method: manual content_hash: 628fe283a60908d9ddacf263118f9b618e561673a226a5dd58e1ac46eb9af824 description: '' health_score: 100.0 @@ -205520,8 +214201,8 @@ https://superfastpython.com/threading-vs-multiprocessing-in-python: v2_locations: - python.md year: N/A - addition_method: manual https://superorbital.io/blog/testing-production-controllers: + addition_method: manual content_hash: 1e428f278ad2b262fa3002ebbe6703af97eb28104f0ae4f99b2bd25f648e9727 description: '' health_score: 100.0 @@ -205537,8 +214218,8 @@ https://superorbital.io/blog/testing-production-controllers: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://superuser.openinfra.org/articles/run-your-kubernetes-cluster-on-openstack-in-production: + addition_method: manual content_hash: 605d1c108045f659c6d440c824d1a4c2ab906aefe25514e533957a2859de460f health_score: 100.0 last_checked: 1779130494.948852 @@ -205550,8 +214231,8 @@ https://superuser.openinfra.org/articles/run-your-kubernetes-cluster-on-openstac - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://superuser.openstack.org/articles/run-your-kubernetes-cluster-on-openstack-in-production: + addition_method: manual content_hash: 415af96e930046b4c24cf44f4f92a0b0a1c4390f0593bc29739c92146fc60db0 description: '' health_score: 100.0 @@ -205562,8 +214243,8 @@ https://superuser.openstack.org/articles/run-your-kubernetes-cluster-on-openstac v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://supple.com.au/tools/google-advance-search-operators: + addition_method: manual content_hash: d4cc73dd63b68a259bae65cef0781078976e5f587c347962200fedb9eca80584 health_score: 100.0 last_checked: 1779130494.936433 @@ -205574,8 +214255,8 @@ https://supple.com.au/tools/google-advance-search-operators: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://supple.com.au/tools/google-advanced-search-operators: + addition_method: manual content_hash: 70ef8aed18fb427c46101393be3da62d72576d10e591659532112cd4acead87e description: '' health_score: 100.0 @@ -205586,15 +214267,15 @@ https://supple.com.au/tools/google-advanced-search-operators: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://support.apple.com/en-us/102650: + addition_method: manual content_hash: b0814d630178434660784d08bff120d39081568c867349700eae7578d7c55596 health_score: 100.0 last_checked: 1779130495.031382 v1_locations: - docs/visual-studio.md - addition_method: manual https://support.apple.com/en-us/HT201236: + addition_method: manual content_hash: f75a0c9bc4e491d3e6344f6d6b72867cac54590e3cc16f5bf1d5a118c148c955 description: '' health_score: 100.0 @@ -205604,8 +214285,8 @@ https://support.apple.com/en-us/HT201236: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors: + addition_method: manual ai_summary: Curator Insight shows how to implement YAML anchors and aliases within Bitbucket Pipelines configurations. Live Grounding verifies that reusing identical script blocks, environment setups, and step definitions drastically cuts down @@ -205634,8 +214315,8 @@ https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://support.cloudbees.com/hc/en-us/articles/227246387-How-to-Configure-Jenkins-for-Git-Merge-: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205649,8 +214330,8 @@ https://support.cloudbees.com/hc/en-us/articles/227246387-How-to-Configure-Jenki v2_locations: - git.md year: N/A - addition_method: manual https://support.gitkraken.com/git-workflows-and-extensions/git-flow: + addition_method: manual ai_summary: A practical UI-centric guide demonstrating GitFlow execution inside the GitKraken desktop client. It simplifies branch creation, merging, and visual release management, offering a low-friction approach for teams bound to multi-branch @@ -205678,8 +214359,8 @@ https://support.gitkraken.com/git-workflows-and-extensions/git-flow: v2_locations: - git.md year: N/A - addition_method: manual https://support.google.com/calendar/answer/190998: + addition_method: manual content_hash: b514428652bf66fe133c9e7cad2fb67606cb9dc089be859a4e359509ac9498cd description: '' health_score: 100.0 @@ -205695,8 +214376,8 @@ https://support.google.com/calendar/answer/190998: v2_locations: - appointment-scheduling.md year: N/A - addition_method: manual https://support.google.com/google-workspace-individual/answer/10729749: + addition_method: manual content_hash: 231176326139b8d67942919e30f899b3a1ca6556b6958de3d7f190383d04cb75 description: '' health_score: 100.0 @@ -205712,8 +214393,8 @@ https://support.google.com/google-workspace-individual/answer/10729749: v2_locations: - appointment-scheduling.md year: N/A - addition_method: manual https://support.sonatype.com/hc/en-us/articles/213465768-SSL-Certificate-Guide: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205727,9 +214408,9 @@ https://support.sonatype.com/hc/en-us/articles/213465768-SSL-Certificate-Guide: v2_locations: - registries.md year: N/A - addition_method: manual ? https://support.sonatype.com/hc/en-us/articles/217542177-Using-Self-Signed-Certificates-with-Nexus-Repository-Manager-and-Docker-Daemon -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031122.226692 @@ -205743,8 +214424,8 @@ https://support.sonatype.com/hc/en-us/articles/213465768-SSL-Certificate-Guide: v2_locations: - registries.md year: N/A - addition_method: manual https://support.sonatype.com/hc/en-us/articles/360009696054-How-to-delete-docker-images-from-Nexus-Repository-Manager: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205758,8 +214439,8 @@ https://support.sonatype.com/hc/en-us/articles/360009696054-How-to-delete-docker v2_locations: - registries.md year: N/A - addition_method: manual https://support.tools/post/rke2-standalone-disaster-recovery: + addition_method: manual content_hash: cc938c45944fbba1d8ab7e3f0c1d11b29f269f90f12edb0288411b855c383124 description: '' health_score: 100.0 @@ -205779,8 +214460,8 @@ https://support.tools/post/rke2-standalone-disaster-recovery: - kubernetes-troubleshooting.md - rancher.md year: N/A - addition_method: manual https://sureshdsk.dev/check-diff-between-two-files-in-python: + addition_method: manual content_hash: 965237539e5c174e2ad727334a22038b01790b6f689b418f6d4303b8aabcbcb1 description: '' health_score: 100.0 @@ -205796,8 +214477,8 @@ https://sureshdsk.dev/check-diff-between-two-files-in-python: v2_locations: - python.md year: N/A - addition_method: manual https://surfingcomplexity.blog/2022/11/25/cache-invalidation-really-is-one-of-the-hardest-things-in-computer-science: + addition_method: manual content_hash: 3f7d66558987d77db99631a036a82a78a3734b5e0d085bf8b6aac5367e339aba description: '' health_score: 100.0 @@ -205814,20 +214495,20 @@ https://surfingcomplexity.blog/2022/11/25/cache-invalidation-really-is-one-of-th v2_locations: - caching.md year: N/A - addition_method: manual https://survey.stackoverflow.co: + addition_method: manual content_hash: 5ae20c1f0feda71ada9b526eb192ba6527bf51ce545cf4c4203596edbcc23edd health_score: 100.0 last_checked: 1779130494.996882 v1_locations: [] - addition_method: manual https://survey.stackoverflow.co/2021: + addition_method: manual content_hash: 8f35f7f7bba0d87d91e37b143e4a0319f35291bc457fab14fab82cbb52fe7e0b health_score: 100.0 last_checked: 1779130494.930152 v1_locations: [] - addition_method: manual https://survey.stackoverflow.co/2022: + addition_method: manual content_hash: 9cabcd33adeb853bc25d558bba3f2e6160ffa1519b7afb19a1463748982d657a description: '' health_score: 100.0 @@ -205837,8 +214518,8 @@ https://survey.stackoverflow.co/2022: title: 2022 🌟 v1_locations: [] year: N/A - addition_method: manual https://swagger.io: + addition_method: manual content_hash: 53a7dea5a3074ba710e9a9f8badf06ac844eec9e3164b915d0b6e53f871beeaa description: '' health_score: 100.0 @@ -205858,8 +214539,8 @@ https://swagger.io: - about.md - api.md year: N/A - addition_method: manual https://swagger.io/product: + addition_method: manual content_hash: cd1af46edabf0d45d97a861fbac31e42b0648c3bf0fb0415d77b7074747be920 health_score: 100.0 last_checked: 1779130494.964901 @@ -205870,8 +214551,8 @@ https://swagger.io/product: - docs/api.md v2_locations: - api.md - addition_method: manual https://swagger.io/tools/swaggerhub: + addition_method: manual content_hash: 79feb7c5271cbd874faa5879fd454e81580e6f4b4fa9a1119e9aa7cb55db6545 description: '' health_score: 100.0 @@ -205882,8 +214563,8 @@ https://swagger.io/tools/swaggerhub: v1_locations: - docs/api.md year: N/A - addition_method: manual https://swapnil-chougule.medium.com/rapid-feature-engineering-through-sql-a92b0926683d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205897,8 +214578,8 @@ https://swapnil-chougule.medium.com/rapid-feature-engineering-through-sql-a92b09 v2_locations: - message-queue.md year: N/A - addition_method: manual https://swimm.io: + addition_method: manual content_hash: 7c5d09d4dce03eb825e9957a15fa6c57a6a157caa6a8bb1276ff5633be5f8189 description: '' health_score: 100.0 @@ -205913,8 +214594,8 @@ https://swimm.io: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://swirlai.substack.com/p/sai-08-request-response-model-deployment: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205929,8 +214610,8 @@ https://swirlai.substack.com/p/sai-08-request-response-model-deployment: v2_locations: - mlops.md year: N/A - addition_method: manual https://swissarmydevops.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205944,8 +214625,8 @@ https://swissarmydevops.com: v2_locations: - demos.md year: N/A - addition_method: manual https://swwapnilp.medium.com/how-does-slack-use-terraform-104b1e96c97d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205959,8 +214640,8 @@ https://swwapnilp.medium.com/how-does-slack-use-terraform-104b1e96c97d: v2_locations: - terraform.md year: N/A - addition_method: manual https://syedasadrazadevops.medium.com/deep-dive-into-kubernetes-way-to-know-about-kubernetes-6a423c262b61: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -205975,8 +214656,8 @@ https://syedasadrazadevops.medium.com/deep-dive-into-kubernetes-way-to-know-abou v2_locations: - kubernetes.md year: N/A - addition_method: manual https://symbiosis.host: + addition_method: manual content_hash: 9b41317200f1b087322c3a792471b31fc491a8397c8153c7090b534ae87c9b3a description: '' health_score: 100.0 @@ -205993,8 +214674,8 @@ https://symbiosis.host: - kubernetes-autoscaling.md - index.md year: N/A - addition_method: manual https://symbiosis.host/blog/comparing-cluster-creation-times: + addition_method: manual content_hash: 9b41317200f1b087322c3a792471b31fc491a8397c8153c7090b534ae87c9b3a description: '' health_score: 100.0 @@ -206006,8 +214687,8 @@ https://symbiosis.host/blog/comparing-cluster-creation-times: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://symbiosis.host/blog/comparing-node-launch-times: + addition_method: manual content_hash: 9b41317200f1b087322c3a792471b31fc491a8397c8153c7090b534ae87c9b3a description: '' health_score: 100.0 @@ -206018,8 +214699,8 @@ https://symbiosis.host/blog/comparing-node-launch-times: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://symphony.is/blog/crossplane---the-new-kid-in-town-: + addition_method: manual ai_summary: A foundational review of Crossplane's technology, analyzing why real-time cloud infrastructure reconciliation represents the future of cloud resource management. complexity: Intermediate @@ -206045,8 +214726,8 @@ https://symphony.is/blog/crossplane---the-new-kid-in-town-: v2_locations: - crossplane.md year: N/A - addition_method: manual https://syndesis.io: + addition_method: manual ai_summary: 'Syndesis is an open-source, cloud-native low-code integration platform designed to run natively on Kubernetes and OpenShift. It enables drag-and-drop connections between diverse business APIs and internal databases, utilizing Apache @@ -206075,16 +214756,16 @@ https://syndesis.io: v2_locations: - message-queue.md year: N/A - addition_method: manual https://syntax.fm/show/162/the-fundamentals-js: + addition_method: manual content_hash: 62a15a28a723a7b5fbb785eab7a0a633e9d7e96ac16f99efa87c115d26b5140b health_score: 100.0 last_checked: 1779031164.460951 needs_ai_refresh: true v1_locations: - docs/javascript.md - addition_method: manual https://sysadmin.prod.acquia-sites.com/sysadmin/container-guides-2020: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -206098,8 +214779,8 @@ https://sysadmin.prod.acquia-sites.com/sysadmin/container-guides-2020: v2_locations: - devops.md year: N/A - addition_method: manual https://sysadmincasts.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -206113,8 +214794,8 @@ https://sysadmincasts.com: v2_locations: - demos.md year: N/A - addition_method: manual https://sysadmincasts.com/episodes/74-nomad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -206128,8 +214809,8 @@ https://sysadmincasts.com/episodes/74-nomad: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://sysadminxpert.com/demystifying-nosql-databases: + addition_method: manual content_hash: c863aa4fcaab76d97d42d8378005a90f8584c234ef322840f969e0ff99ee5cad description: '' health_score: 100.0 @@ -206145,8 +214826,8 @@ https://sysadminxpert.com/demystifying-nosql-databases: v2_locations: - nosql.md year: N/A - addition_method: manual https://sysadminxpert.com/how-to-do-security-auditing-of-centos-system-using-lynis-tool: + addition_method: manual ai_summary: A detailed Linux auditing walkthrough using the Lynis tool to harden target environments. Provides granular shell instructions for reviewing user-space permissions, file integrity, and core system policies. @@ -206176,8 +214857,8 @@ https://sysadminxpert.com/how-to-do-security-auditing-of-centos-system-using-lyn - linux.md - devsecops.md year: N/A - addition_method: manual https://sysadminxpert.com/how-to-enable-slow-query-logs-in-aws-rds-mysql: + addition_method: manual ai_summary: Explains DB Parameter Group configurations required to identify slow queries in RDS MySQL. Details the collection of metrics, mapping to CloudWatch Logs, and performance fine-tuning tactics. @@ -206204,8 +214885,8 @@ https://sysadminxpert.com/how-to-enable-slow-query-logs-in-aws-rds-mysql: v2_locations: - aws-databases.md year: N/A - addition_method: manual https://sysadminxpert.com/how-to-watch-real-time-tcp-and-udp-ports-on-linux: + addition_method: manual ai_summary: Curator Insight demonstrates connection tracing using netstat and ss. Live Grounding validates that `ss` (from the iproute2 package) has fully replaced the deprecated `netstat` due to its superior speed and direct kernel socket diagnostic @@ -206237,8 +214918,8 @@ https://sysadminxpert.com/how-to-watch-real-time-tcp-and-udp-ports-on-linux: v2_locations: - linux.md year: N/A - addition_method: manual https://sysadminxpert.com/monitor-linux-system-with-grafana-and-telegraf: + addition_method: manual content_hash: d8fa3255dbd092f1dac8c16375dbd006e3606184fc57f69c3051e51138a0551c description: '' health_score: 100.0 @@ -206254,8 +214935,8 @@ https://sysadminxpert.com/monitor-linux-system-with-grafana-and-telegraf: v2_locations: - prometheus.md year: N/A - addition_method: manual https://sysadminxpert.com/steps-to-monitor-linux-server-using-prometheus: + addition_method: manual content_hash: 9b6c0c2b3fd557cf1d7504745a0ec46fe2b61882b7ef9b785f3c8030585aa306 description: '' health_score: 100.0 @@ -206271,8 +214952,8 @@ https://sysadminxpert.com/steps-to-monitor-linux-server-using-prometheus: v2_locations: - prometheus.md year: N/A - addition_method: manual https://sysdig.com/blog/container-security-best-practices: + addition_method: manual content_hash: f893da48d67deb4162cab70779f005a5e84809d8befe5d819e885c03c6539001 description: '' health_score: 100.0 @@ -206283,8 +214964,8 @@ https://sysdig.com/blog/container-security-best-practices: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/cve-2021-20291-cri-o-podman: + addition_method: manual content_hash: 50eb90d95fea8fd9a40bc84d6292e8dba20ee171976a72651b2e94eb50dd73f6 description: '' health_score: 100.0 @@ -206295,8 +214976,8 @@ https://sysdig.com/blog/cve-2021-20291-cri-o-podman: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/debug-kubernetes-crashloopbackoff: + addition_method: manual content_hash: e6d9e2c39ed682e311378e0db059530a4b4ca7239ff42718cca9014b6f924a7e description: '' health_score: 100.0 @@ -206307,8 +214988,8 @@ https://sysdig.com/blog/debug-kubernetes-crashloopbackoff: v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://sysdig.com/blog/dockerfile-best-practices: + addition_method: manual content_hash: 51f85115a9e7a16c3385b5c08cf8fdee92f06beb28807a203a47833fe11aa2e2 description: '' health_score: 100.0 @@ -206319,8 +215000,8 @@ https://sysdig.com/blog/dockerfile-best-practices: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://sysdig.com/blog/exposed-prometheus-exploit-kubernetes-kubeconeu: + addition_method: manual content_hash: edb932b5a6b675b954f561b31efcb02120001402d29679d3ec296c11d876de90 description: '' health_score: 100.0 @@ -206332,8 +215013,8 @@ https://sysdig.com/blog/exposed-prometheus-exploit-kubernetes-kubeconeu: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://sysdig.com/blog/gitops-iac-security-source: + addition_method: manual content_hash: d8d9b36ebc05d20debfc5b9450ec9ae54065c81f8be1de87363360b1c3a9f78d description: '' health_score: 100.0 @@ -206345,8 +215026,8 @@ https://sysdig.com/blog/gitops-iac-security-source: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/how-to-monitor-coredns: + addition_method: manual content_hash: 57004886e0f38874510bcbf876bc14013468b2017fce7199b77eb4f41767b9e2 description: '' health_score: 100.0 @@ -206357,8 +215038,8 @@ https://sysdig.com/blog/how-to-monitor-coredns: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://sysdig.com/blog/how-to-secure-helm: + addition_method: manual content_hash: b3cb86ee7230857101935c597168527dd884c5121c7d81c5c8888dd208e53d38 description: '' health_score: 100.0 @@ -206369,8 +215050,8 @@ https://sysdig.com/blog/how-to-secure-helm: v1_locations: - docs/helm.md year: N/A - addition_method: manual https://sysdig.com/blog/image-scanning-best-practices: + addition_method: manual content_hash: 2e42efc23e9a36d9c15b25f5171083d59c6f76ef587a00a0bcdec008297e4c29 description: '' health_score: 100.0 @@ -206381,8 +215062,8 @@ https://sysdig.com/blog/image-scanning-best-practices: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/intro-runtime-security-falco: + addition_method: manual content_hash: 6a14d5fd411abf8ad61126205350c219b84db12d8fd92dad73d3aa0ac9aa7a65 description: '' health_score: 100.0 @@ -206393,8 +215074,8 @@ https://sysdig.com/blog/intro-runtime-security-falco: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/k3s-sysdig-falco: + addition_method: manual content_hash: fe2490d1f1a1c0ac59c305a4189008518c9fb77a3ea4e8ca03276275465e3ced description: '' health_score: 100.0 @@ -206406,8 +215087,8 @@ https://sysdig.com/blog/k3s-sysdig-falco: v1_locations: - docs/rancher.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-1-22-whats-new: + addition_method: manual content_hash: a7cdf9a15b958f6cde6d4698225c82d87fca66d6d9ebafd6567042d18397539f description: '' health_score: 100.0 @@ -206418,8 +215099,8 @@ https://sysdig.com/blog/kubernetes-1-22-whats-new: v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-1-23-whats-new: + addition_method: manual content_hash: 82589600d0577d8fb4d30471cf10db630cfee8e0b9535966bb1647723e6233bb description: '' health_score: 100.0 @@ -206430,8 +215111,8 @@ https://sysdig.com/blog/kubernetes-1-23-whats-new: v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-1-24-whats-new: + addition_method: manual content_hash: 002b1983ae4fe183138d0cc909af3a8f27344e35ee51f0c5816598268b3c38c5 description: '' health_score: 100.0 @@ -206442,8 +215123,8 @@ https://sysdig.com/blog/kubernetes-1-24-whats-new: v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-1-25-whats-new: + addition_method: manual content_hash: fd95f948f64096a5e8fbf5bb2f7cb384b29dd239b3f15f3f3c7c038cf00d5c71 description: '' health_score: 100.0 @@ -206454,8 +215135,8 @@ https://sysdig.com/blog/kubernetes-1-25-whats-new: v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-1-26-whats-new: + addition_method: manual content_hash: 5e1e6f1281b436f2ee3549b001873ee7bc1ffc522ce86471ef6ad60ea424f408 description: '' health_score: 100.0 @@ -206466,8 +215147,8 @@ https://sysdig.com/blog/kubernetes-1-26-whats-new: v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-1-27-whats-new: + addition_method: manual content_hash: 0bbd49737f8341ad3e966b34e76030aa6e8b1a951b83649484bf743bafb1e48d description: '' health_score: 100.0 @@ -206478,8 +215159,8 @@ https://sysdig.com/blog/kubernetes-1-27-whats-new: v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-admission-controllers: + addition_method: manual content_hash: 66f61a3b22a17a0741227ab7c9af4ba64715f22beb196ee91f2837c6b8e8944f description: '' health_score: 100.0 @@ -206490,8 +215171,8 @@ https://sysdig.com/blog/kubernetes-admission-controllers: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-audit-log-falco: + addition_method: manual content_hash: 5bb4342ff706cb923cbc30c55c941dfdfa944eaa1008e77a387a1fbd8814823b description: '' health_score: 100.0 @@ -206502,8 +215183,8 @@ https://sysdig.com/blog/kubernetes-audit-log-falco: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-autoscaler: + addition_method: manual content_hash: 875f6def335dd121b092c4f41ec4091e5aad656d34b1c800b898aed665fee2c7 description: '' health_score: 100.0 @@ -206514,8 +215195,8 @@ https://sysdig.com/blog/kubernetes-autoscaler: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-capacity-planning: + addition_method: manual content_hash: d5b8092a5f62fa6113bd510a388194276563367be669dd8a2f0e1d45d7550b41 description: '' health_score: 100.0 @@ -206527,8 +215208,8 @@ https://sysdig.com/blog/kubernetes-capacity-planning: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-hpa-prometheus: + addition_method: manual content_hash: 6bd53f6e58733659cb7a3e6f7ff5ba598cfd0c9522afd1cdee09d6cd442f6caf description: '' health_score: 100.0 @@ -206539,8 +215220,8 @@ https://sysdig.com/blog/kubernetes-hpa-prometheus: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-limits-requests: + addition_method: manual content_hash: 14bffcf6e299be62389f02e49aef6d0489bd0b182e15af8af294e01eb7c9abc0 description: '' health_score: 100.0 @@ -206552,8 +215233,8 @@ https://sysdig.com/blog/kubernetes-limits-requests: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-monitoring-best-practices: + addition_method: manual content_hash: 36fdc4531647895d5e90b68573e1de51124aee17f7ef2b7c5bf9630d3ca6f703 description: '' health_score: 100.0 @@ -206566,8 +215247,8 @@ https://sysdig.com/blog/kubernetes-monitoring-best-practices: - 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docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-resource-limits: + addition_method: manual content_hash: 56ce85a31ba02575f9deb089e088b9f9a1034393d40acc174a990d5d3b80c5b3 description: '' health_score: 100.0 @@ -206614,8 +215295,8 @@ https://sysdig.com/blog/kubernetes-resource-limits: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer: + addition_method: manual content_hash: 4a9f25b37d72d3025aff04bfaf745c6893da8455a8958c7710fba836462ff624 description: '' health_score: 100.0 @@ -206626,8 +215307,8 @@ https://sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://sysdig.com/blog/mitigating-log4j-kubernetes-network-policies: + addition_method: manual content_hash: c3f01b1f5b7acaeca677f63a174796c68e1c5c8839b931130a49f6d09f678dc8 description: '' health_score: 100.0 @@ -206638,8 +215319,8 @@ https://sysdig.com/blog/mitigating-log4j-kubernetes-network-policies: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/monitor-etcd: + addition_method: manual content_hash: 5335557cdd3890bc9cfb972ca6b4d4c0d225837ee268d19a4138487fde848edb description: '' health_score: 100.0 @@ -206650,8 +215331,8 @@ https://sysdig.com/blog/monitor-etcd: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://sysdig.com/blog/monitor-istio: + addition_method: manual content_hash: 55aa07d99e84eb1d5ca7c648b18a2103c53ffb4bf2655f0e1b6bc54ea36d7816 description: '' health_score: 100.0 @@ -206662,8 +215343,8 @@ https://sysdig.com/blog/monitor-istio: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://sysdig.com/blog/monitor-kube-proxy: + addition_method: manual content_hash: 1d39578b7f47600bdf1b70440a34f631eb27f09494545525288ff440221e102a description: '' health_score: 100.0 @@ -206674,8 +215355,8 @@ https://sysdig.com/blog/monitor-kube-proxy: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://sysdig.com/blog/monitor-kubernetes-control-plane: + addition_method: manual content_hash: 5882fe4c8c26a5072d0eef1f269c852e44601ee5740ce758ff4b5e8cee0cd1f5 description: '' health_score: 100.0 @@ -206686,8 +215367,8 @@ https://sysdig.com/blog/monitor-kubernetes-control-plane: v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://sysdig.com/blog/monitor-oracle-database-prometheus: + addition_method: manual content_hash: 39fac36079fa1c216a265eaf338403c767c5ef6db418385c220b3b368b26ce87 description: '' health_score: 100.0 @@ -206699,8 +215380,8 @@ https://sysdig.com/blog/monitor-oracle-database-prometheus: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://sysdig.com/blog/monitoring-kubernetes: + addition_method: manual content_hash: 9cb65ad11d6c0a8646f644de6b48e0d92177b631da8b026a1258953eb9610445 description: '' health_score: 100.0 @@ -206711,8 +215392,8 @@ https://sysdig.com/blog/monitoring-kubernetes: v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://sysdig.com/blog/postgresql-monitoring: + addition_method: manual content_hash: e75bf5ab231f9b9aa576c6884b2da6491bb1f8fc9cfc6666e66a17099e88c140 description: '' health_score: 100.0 @@ -206723,8 +215404,8 @@ https://sysdig.com/blog/postgresql-monitoring: v1_locations: - 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docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/sysdig-2021-container-security-usage-report: + addition_method: manual content_hash: b4d3a747b90d9f0681964fb1802534906540db727c9d11e0b0808a15002e5c00 description: '' health_score: 100.0 @@ -206772,8 +215453,8 @@ https://sysdig.com/blog/sysdig-2021-container-security-usage-report: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/sysdig-and-apolicy-join-forces-to-help-customer-secure-infrastructure-as-code: + addition_method: manual content_hash: c1a51ab429c4909ca28750312c84fb39273b23e55a236f4d91c8a7399f35bb42 description: '' health_score: 100.0 @@ -206785,8 +215466,8 @@ https://sysdig.com/blog/sysdig-and-apolicy-join-forces-to-help-customer-secure-i v1_locations: - docs/securityascode.md year: N/A - addition_method: manual https://sysdig.com/blog/top-owasp-kubernetes: + addition_method: manual content_hash: 3a8ad0419dfdc7c923dc24d26c84fcb9d13112b7a75790d29d60cae116ea985e description: '' health_score: 100.0 @@ -206797,8 +215478,8 @@ https://sysdig.com/blog/top-owasp-kubernetes: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://sysdig.com/blog/triaging-malicious-docker-container: + addition_method: manual content_hash: eebf375d8a1c8d4991900a9285391874e7bb2db33494054edd91542a31958acf description: '' health_score: 100.0 @@ -206809,8 +215490,8 @@ https://sysdig.com/blog/triaging-malicious-docker-container: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/troubleshoot-kubernetes-oom: + addition_method: manual content_hash: 76b52dd4d9f45529c69ac4e2bfee312846a056e764ae8cd8962eca19f432dbd8 description: '' health_score: 100.0 @@ -206821,8 +215502,8 @@ https://sysdig.com/blog/troubleshoot-kubernetes-oom: v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://sysdig.com/blog/vulnerability-assessment: + addition_method: manual content_hash: bce3353bfecc62a14ba377daea30463eae3a8595b7793c204edaab7586a5abea description: '' health_score: 100.0 @@ -206833,8 +215514,8 @@ https://sysdig.com/blog/vulnerability-assessment: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://sysdig.com/blog/whats-new-kubernetes-1-20: + addition_method: manual content_hash: f8f0e5530b0aeab01aebf583fa17b1e7b45af3db002c313b1715aad181c72b12 description: '' health_score: 100.0 @@ -206845,8 +215526,8 @@ https://sysdig.com/blog/whats-new-kubernetes-1-20: v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://sysdig.com/resources/ebooks/kubernetes-security-guide: + addition_method: manual content_hash: 4961f732cf048054dcf7edff539eb5f128071bcf4d12e39fb98d12a8e6279a40 description: '' health_score: 100.0 @@ -206862,8 +215543,8 @@ https://sysdig.com/resources/ebooks/kubernetes-security-guide: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://systemadmin.es: + addition_method: manual ai_summary: A specialized Spanish-language systems administration blog exploring server optimization, Linux internals, and hypervisor configurations. [SPANISH CONTENT] @@ -206889,8 +215570,8 @@ https://systemadmin.es: v2_locations: - linux.md year: N/A - addition_method: manual https://systemcenterdudes.com/create-operational-sccm-collection-using-powershell-script: + addition_method: manual content_hash: 19b170293e7dabdc826eedb3bbdaa2c763606101f390adaf57369cec05229b73 description: '' health_score: 100.0 @@ -206902,8 +215583,8 @@ https://systemcenterdudes.com/create-operational-sccm-collection-using-powershel v1_locations: - docs/azure.md year: N/A - addition_method: manual https://systemweakness.com/owasp-k8s-security-insecure-workload-configurations-c14c4028beb1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -206917,8 +215598,8 @@ https://systemweakness.com/owasp-k8s-security-insecure-workload-configurations-c v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://t.co/5E4FLUyh98: + addition_method: manual content_hash: e69edf26b6c3458f1549fb23d03f87c3b066d237147f8255b42f65effeca916f description: '' health_score: 100.0 @@ -206936,15 +215617,15 @@ https://t.co/5E4FLUyh98: - 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iac.md - terraform.md year: N/A - addition_method: manual https://t.…: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -207132,8 +215813,8 @@ https://t.…: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://tailscale.com/docs/install/cloud/aws: + addition_method: manual content_hash: 7a599409ccd67d8cd477aabad8680d0540a9db1ec6f35961d8b0afd59cc4c015 health_score: 100.0 last_checked: 1779130494.941921 @@ -207145,8 +215826,8 @@ https://tailscale.com/docs/install/cloud/aws: - docs/aws-networking.md v2_locations: - aws-networking.md - addition_method: manual https://tailscale.com/kb/1021/install-aws: + addition_method: manual content_hash: 862871b10b076a38d5dc6386393bf7d6d587d61ba36e427c5a7f7db263f1fab4 description: '' health_score: 100.0 @@ -207157,8 +215838,8 @@ https://tailscale.com/kb/1021/install-aws: v1_locations: - docs/aws-networking.md year: N/A - addition_method: manual https://talkpython.fm: + addition_method: manual content_hash: 9491d051d0cb0563dc88c474aaf22eb083739a6f42c5ab6cbb2a3670d3f66384 health_score: 100.0 last_checked: 1779033715.878143 @@ -207170,8 +215851,8 @@ https://talkpython.fm: - 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Outlines automated operations including point-in-time recovery, seamless scaling, high-availability setups, and security @@ -207249,9 +215930,9 @@ https://tanzu.vmware.com/content/blog/vmware-tanzu-sql-mysql-at-scale-kubernetes v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual ? https://tanzu.vmware.com/developer/blog/log4shell-vulnerability-spotlights-the-importance-of-adopting-trusted-open-source-software-providers-for-the-enterprise -: content_hash: b564fa7a7ea10e27b567cb2219f6d1429dcdb26da7298d7dee23ef01c5bd1ae0 +: addition_method: manual + content_hash: b564fa7a7ea10e27b567cb2219f6d1429dcdb26da7298d7dee23ef01c5bd1ae0 description: '' health_score: 100.0 last_checked: 1779033501.091883 @@ -207262,8 +215943,8 @@ https://tanzu.vmware.com/content/blog/vmware-tanzu-sql-mysql-at-scale-kubernetes v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://tanzu.vmware.com/developer/guides/kubernetes/app-enhancements-spring-k8s: + addition_method: manual content_hash: b564fa7a7ea10e27b567cb2219f6d1429dcdb26da7298d7dee23ef01c5bd1ae0 description: '' health_score: 100.0 @@ -207275,16 +215956,16 @@ https://tanzu.vmware.com/developer/guides/kubernetes/app-enhancements-spring-k8s v1_locations: - docs/demos.md year: N/A - addition_method: manual https://tatiyants.com/jenkins-build-monitor: + addition_method: manual content_hash: 0dac75fd744134655e65044d4b271a984327f8d96e03a2888f5e8d231100ca3c health_score: 100.0 last_checked: 1779031419.336379 needs_ai_refresh: true v1_locations: - docs/jenkins.md - addition_method: manual https://taubyte.com: + addition_method: manual ai_summary: A decentralized serverless platform built on WebAssembly and IPFS. Acts as an alternative to VMs and containers, focusing on edge intelligence, fast execution, and zero-configuration networking. @@ -207311,8 +215992,8 @@ https://taubyte.com: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://tealfeed.com/kubernetes-audit-logs-created-deleted-namespace-ho5o3: + addition_method: manual ai_summary: A targeted troubleshooting guide focused on analyzing the Kube-APIServer audit log payload. Explains how to parse JSON audit trails to track exact identity, timestamp, and API verbs executing namespace lifecycle events. @@ -207339,8 +216020,8 @@ https://tealfeed.com/kubernetes-audit-logs-created-deleted-namespace-ho5o3: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://team-coder.com/from-git-flow-to-trunk-based-development: + addition_method: manual ai_summary: A migration-focused technical post mapping the practical steps and culture shift required to move an engineering team from a GitFlow framework to Trunk-Based Development. It highlights pipeline adaptations, test automation needs, and mindset @@ -207368,8 +216049,8 @@ https://team-coder.com/from-git-flow-to-trunk-based-development: v2_locations: - git.md year: N/A - addition_method: manual https://teamhood.com/agile/scrum-cheat-sheet: + addition_method: manual content_hash: 8415f7ea84655706207a13dd7977f96b31aa958c5fea2db4adc9296c63374f73 description: '' health_score: 100.0 @@ -207385,8 +216066,8 @@ https://teamhood.com/agile/scrum-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://tecadmin.net: + addition_method: manual ai_summary: An extensive IT support and sysadmin portal delivering highly-focused commands, software setup instructions, and troubleshooting guides for Ubuntu, CentOS, and Debian servers. @@ -207413,8 +216094,8 @@ https://tecadmin.net: v2_locations: - linux.md year: N/A - addition_method: manual https://tecadmin.net/how-to-enable-multiple-rdp-sessions-on-windows-server: + addition_method: manual content_hash: 01299661c270da33287b5db68655ef1f2d14ed45639245d4c25e25cfdda93ac4 description: '' health_score: 100.0 @@ -207430,8 +216111,8 @@ https://tecadmin.net/how-to-enable-multiple-rdp-sessions-on-windows-server: v2_locations: - azure.md year: N/A - addition_method: manual https://tecadmin.net/read-write-csv-in-python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -207445,8 +216126,8 @@ https://tecadmin.net/read-write-csv-in-python: v2_locations: - python.md year: N/A - addition_method: manual https://tech.aabouzaid.com/2020/09/3-ways-to-customize-off-the-shelf-helm-charts-with-kustomize-kubernetes.html: + addition_method: manual content_hash: eb1d2e9e939cf6fcf2cc99210c50f8b50f70186d923999907cf9f2d049a773cb description: '' health_score: 100.0 @@ -207462,8 +216143,8 @@ https://tech.aabouzaid.com/2020/09/3-ways-to-customize-off-the-shelf-helm-charts v2_locations: - kustomize.md year: N/A - addition_method: manual https://tech.aabouzaid.com/2022/11/set-openapi-patch-strategy-for-kubernetes-custom-resources-kustomize.html: + addition_method: manual content_hash: 2acb9656d0bc740aba5c8644fb6e535825156eb00838b523f138a5ffcd69b3d6 description: '' health_score: 100.0 @@ -207480,9 +216161,9 @@ https://tech.aabouzaid.com/2022/11/set-openapi-patch-strategy-for-kubernetes-cus v2_locations: - kustomize.md year: N/A - addition_method: manual ? https://tech.bigbasket.com/atlas-streamlining-bigbaskets-40-lines-of-testing-across-80-microservices-in-non-production-459040947519 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031431.207712 @@ -207496,8 +216177,8 @@ https://tech.aabouzaid.com/2022/11/set-openapi-patch-strategy-for-kubernetes-cus v2_locations: - kubernetes.md year: N/A - addition_method: manual https://tech.buzzfeed.com/continuous-deployments-at-buzzfeed-d171f76c1ac4: + addition_method: manual ai_summary: 'Curator Insight: Details BuzzFeed''s proprietary PaaS (Rig) built to coordinate thousands of deployments daily. Live Grounding: Showcases practical containerization patterns and chat-based tooling that drive highly decentralized @@ -207526,8 +216207,8 @@ https://tech.buzzfeed.com/continuous-deployments-at-buzzfeed-d171f76c1ac4: v2_locations: - cicd.md year: N/A - addition_method: manual https://tech.deliveryhero.com/dynamically-overscaling-a-kubernetes-cluster-with-cluster-autoscaler-and-pod-priority: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -207542,8 +216223,8 @@ https://tech.deliveryhero.com/dynamically-overscaling-a-kubernetes-cluster-with- v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://tech.ebayinc.com/engineering/resiliency-and-disaster-recovery-with-kafka: + addition_method: manual content_hash: 75b09a92c5b1c3551f49caac6de0bdbc90cdffcaab450c821cae437d38ee3b4a description: '' health_score: 100.0 @@ -207554,8 +216235,8 @@ https://tech.ebayinc.com/engineering/resiliency-and-disaster-recovery-with-kafka v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://tech.gogoair.com/jenkins-jobs-as-code-with-groovy-dsl-c8143837593a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -207569,8 +216250,8 @@ https://tech.gogoair.com/jenkins-jobs-as-code-with-groovy-dsl-c8143837593a: v2_locations: - jenkins.md year: N/A - addition_method: manual https://tech.loveholidays.com/dynamic-alert-routing-with-prometheus-and-alertmanager-f6a919edb5f8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -207584,8 +216265,8 @@ https://tech.loveholidays.com/dynamic-alert-routing-with-prometheus-and-alertman v2_locations: - prometheus.md year: N/A - addition_method: manual https://tech.loveholidays.com/gke-multi-cluster-services-one-bad-probe-away-from-disaster-62051fafe84e: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -207600,8 +216281,8 @@ https://tech.loveholidays.com/gke-multi-cluster-services-one-bad-probe-away-from v2_locations: - 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java-and-java-performance-optimization.md year: N/A - addition_method: manual https://tech.paulcz.net/blog/spring-into-kubernetes-part-1: + addition_method: manual content_hash: 400781f278958dd3994d1141ea9eeb656258e5cb0e9325af995bdf057d4c172d description: '' health_score: 100.0 @@ -207679,8 +216360,8 @@ https://tech.paulcz.net/blog/spring-into-kubernetes-part-1: v2_locations: - demos.md year: N/A - addition_method: manual https://tech.showmax.com/2021/08/developers-101-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -207694,8 +216375,8 @@ https://tech.showmax.com/2021/08/developers-101-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://tech.trell.co/redis-cluster-creation-automation-5e71eedf0e56: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -207709,8 +216390,8 @@ https://tech.trell.co/redis-cluster-creation-automation-5e71eedf0e56: v2_locations: - databases.md year: N/A - addition_method: manual https://tech.twenix.com/securiza-tu-infraestructura-cloud-sin-arruinarte-d9d2e2d5302c: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -207724,8 +216405,8 @@ https://tech.twenix.com/securiza-tu-infraestructura-cloud-sin-arruinarte-d9d2e2d v2_locations: - aws.md year: N/A - addition_method: manual https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twitter: + addition_method: manual content_hash: 7ba5e35289e9cf2462019d2221222a77cb68a37004ae4d99ba43f530d35571bd description: '' health_score: 100.0 @@ -207740,8 +216421,8 @@ https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twi v2_locations: - kubernetes.md year: N/A - addition_method: manual https://techbeacon.com/enterprise-it/5-best-practices-deploying-kubernetes: + addition_method: manual content_hash: 7ba5e35289e9cf2462019d2221222a77cb68a37004ae4d99ba43f530d35571bd description: '' health_score: 100.0 @@ -207756,8 +216437,8 @@ https://techbeacon.com/enterprise-it/5-best-practices-deploying-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://techbeacon.com/enterprise-it/7-arguments-against-noops: + addition_method: manual content_hash: 7ba5e35289e9cf2462019d2221222a77cb68a37004ae4d99ba43f530d35571bd description: '' health_score: 100.0 @@ -207772,8 +216453,8 @@ https://techbeacon.com/enterprise-it/7-arguments-against-noops: v2_locations: - noops.md year: N/A - addition_method: manual https://techbeacon.com/enterprise-it/essential-guide-2019-serverless-ecosystem: + addition_method: manual content_hash: 7ba5e35289e9cf2462019d2221222a77cb68a37004ae4d99ba43f530d35571bd description: '' health_score: 100.0 @@ -207788,8 +216469,8 @@ https://techbeacon.com/enterprise-it/essential-guide-2019-serverless-ecosystem: v2_locations: - serverless.md year: N/A - addition_method: manual https://techbeacon.com/enterprise-it/why-teams-fail-kubernetes-what-do-about-it: + addition_method: manual content_hash: 7ba5e35289e9cf2462019d2221222a77cb68a37004ae4d99ba43f530d35571bd description: '' health_score: 100.0 @@ -207804,8 +216485,8 @@ https://techbeacon.com/enterprise-it/why-teams-fail-kubernetes-what-do-about-it: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://techbeacon.com/security/17-open-source-container-security-tools: + addition_method: manual ai_summary: A curated directory cataloging seventeen critical open-source security technologies. Details structural features and comparison parameters across image scanners, policy-engine enforcement options, and runtime observation technologies. @@ -207831,8 +216512,8 @@ https://techbeacon.com/security/17-open-source-container-security-tools: v2_locations: - devsecops.md year: N/A - addition_method: manual https://techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-real-life-series: + addition_method: manual content_hash: dce689561368e71b05a45bdf4b01ce270d3bdf93bb7b2b5659b2c407e750be8c health_score: 100.0 last_checked: 1779130495.015553 @@ -207844,8 +216525,8 @@ https://techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-re - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://techbeatly.com/how-to-create-increase-or-decrease-project-quota-in-openshift: + addition_method: manual health_score: 100.0 last_checked: 1779130494.934323 status: online @@ -207855,8 +216536,8 @@ https://techbeatly.com/how-to-create-increase-or-decrease-project-quota-in-opens - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual https://techbeatly.com/terraform-cheat-sheet: + addition_method: manual content_hash: 4ba333a18cf6fe6f7ea4d50964169f402a726fd54edd85069446385524bd8a2f health_score: 100.0 last_checked: 1779130494.971613 @@ -207868,8 +216549,8 @@ https://techbeatly.com/terraform-cheat-sheet: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://techbeatly.com/terraform-free-courses: + addition_method: manual content_hash: a700b981d73dadd69f859fbc79b33e465d2fb0e09fa7b2c6dc45b0c3f9e6438b health_score: 100.0 last_checked: 1779130494.996797 @@ -207881,8 +216562,8 @@ https://techbeatly.com/terraform-free-courses: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://techcommunity.microsoft.com: + addition_method: manual content_hash: cb03eeccf93ca724931dd01723882a4eb09f6f4a2ec90f5b09f06a868dac91c6 description: '' health_score: 100.0 @@ -207898,17 +216579,17 @@ https://techcommunity.microsoft.com: v2_locations: - azure.md year: N/A - addition_method: manual https://techcommunity.microsoft.com/?product=All: + addition_method: manual last_checked: 1779388604.675905 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514 -: ai_summary: 'Curator Insight: Analyzes the application of LLM co-pilots in rapidly +: addition_method: manual + ai_summary: 'Curator Insight: Analyzes the application of LLM co-pilots in rapidly writing secure ARM and Bicep configurations. Live Grounding: Demonstrates how contextual AI generators drastically lower human-error risk in pipeline IaC templates. Highly representative of modern 2025/2026 operational shifts.' @@ -207939,9 +216620,9 @@ https://techcommunity.microsoft.com/?product=All: - iac.md - azure.md year: N/A - addition_method: manual ? https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/azure-expressroute-resiliency-best-practices-for-production-critical-workloads/4394842 -: content_hash: 781d03a242b5345917afafb34438f53fc7cfcba811e529d9f53958f0ee5dbf61 +: addition_method: manual + content_hash: 781d03a242b5345917afafb34438f53fc7cfcba811e529d9f53958f0ee5dbf61 health_score: 100.0 last_checked: 1779130494.922537 needs_ai_refresh: true @@ -207956,9 +216637,9 @@ https://techcommunity.microsoft.com/?product=All: - aws-networking.md - azure.md - networking.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/building-a-finops-ready-azure-landing-zone-infrastructure-foundations-for-cost-o/4411706 -: content_hash: 4e2857a825bba67cd0138b640ced91e510ed947027de6d51fbb7a91e2461a7be +: addition_method: manual + content_hash: 4e2857a825bba67cd0138b640ced91e510ed947027de6d51fbb7a91e2461a7be description: '' health_score: 100.0 last_checked: 1779033385.623664 @@ -207978,8 +216659,8 @@ https://techcommunity.microsoft.com/?product=All: - azure.md - iac.md year: N/A - addition_method: manual https://techcommunity.microsoft.com/blog/AzureNetworkingBlog/a-guide-to-azure-data-transfer-pricing/4374538: + addition_method: manual content_hash: 7220f0f216b6bd0b21c7328b5430e76d06137b9e7bd85e622a8a337e97c75f45 description: '' health_score: 100.0 @@ -207999,9 +216680,9 @@ https://techcommunity.microsoft.com/blog/AzureNetworkingBlog/a-guide-to-azure-da - azure.md - networking.md year: N/A - addition_method: manual ? https://techcommunity.microsoft.com/blog/AzureToolsBlog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889 -: content_hash: 97fb81aa084606986722c0602c1293167e7cbf08ca74f8bc7843442d5576c605 +: addition_method: manual + content_hash: 97fb81aa084606986722c0602c1293167e7cbf08ca74f8bc7843442d5576c605 health_score: 100.0 last_checked: 1779130494.982067 needs_ai_refresh: true @@ -208016,9 +216697,9 @@ https://techcommunity.microsoft.com/blog/AzureNetworkingBlog/a-guide-to-azure-da - azure.md - iac.md - terraform.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/appsonazureblog/azure-app-service-auto-heal-capturing-relevant-data-during-performance-issues/4390351 -: content_hash: 9de754904f2eebc29681fcf32923af5503d9fe5f2ce916892a36db6f41470f63 +: addition_method: manual + content_hash: 9de754904f2eebc29681fcf32923af5503d9fe5f2ce916892a36db6f41470f63 description: '' health_score: 100.0 last_checked: 1779032541.228253 @@ -208038,8 +216719,8 @@ https://techcommunity.microsoft.com/blog/AzureNetworkingBlog/a-guide-to-azure-da - azure.md - devops.md year: N/A - addition_method: manual https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-free-tier-and-standard-tier/3731432: + addition_method: manual ai_summary: This architectural breakdown contrasts Azure Kubernetes Service (AKS) Free and Standard tiers. While curator notes highlight cost-efficiency, live grounding verifies that the Standard Tier's SLA-backed API server is essential for production @@ -208062,8 +216743,8 @@ https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-servic v2_locations: - managed-kubernetes-in-public-cloud.md year: '2023' - addition_method: manual https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-microsoft-ignite-announcements/3650443: + addition_method: manual ai_summary: Roadmap summary of AKS features announced at Microsoft Ignite 2022. Covers the launch of Fleet Manager, automated node lifecycle tools, and native cost profiling integrations. Useful for understanding product evolution timelines. @@ -208084,9 +216765,9 @@ https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-servic v2_locations: - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual ? https://techcommunity.microsoft.com/blog/appsonazureblog/building-a-path-to-success-for-microservices-and-net-core---project-tye--github-/1502270 -: content_hash: 5f48c0449fe72ef8d1f9808983e22b400251d56c1478dd064431329f54ac5a61 +: addition_method: manual + content_hash: 5f48c0449fe72ef8d1f9808983e22b400251d56c1478dd064431329f54ac5a61 health_score: 100.0 last_checked: 1779130495.017174 needs_ai_refresh: true @@ -208097,9 +216778,9 @@ https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-servic - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/appsonazureblog/full-stack-net-6-apps-with-blazor-webassembly-and-azure-static-web-apps/2933428 -: content_hash: 33d46526ef40726f489d42027eec70760804ca32824c42bdf4eb26266fba8631 +: addition_method: manual + content_hash: 33d46526ef40726f489d42027eec70760804ca32824c42bdf4eb26266fba8631 health_score: 100.0 last_checked: 1779130495.012932 needs_ai_refresh: true @@ -208110,9 +216791,9 @@ https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-servic - docs/dotnet.md v2_locations: - dotnet.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/appsonazureblog/introducing-azure-container-apps-a-serverless-container-service-for-running-mode/2867265 -: content_hash: 2e0bb16efbeeabd6e9345f347cdb29c8d07d4c5e09bbe3b97221d3b9cf2bea02 +: addition_method: manual + content_hash: 2e0bb16efbeeabd6e9345f347cdb29c8d07d4c5e09bbe3b97221d3b9cf2bea02 health_score: 100.0 last_checked: 1779130495.025801 needs_ai_refresh: true @@ -208123,9 +216804,9 @@ https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-servic - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/appsonazureblog/simplifying-azure-kubernetes-service-authentication-part-2/4055332 -: ai_summary: Focuses on modern passwordless authentication setups within AKS. Covers +: addition_method: manual + ai_summary: Focuses on modern passwordless authentication setups within AKS. Covers Entra ID identity integrations, RBAC mapping, and the elimination of credential-rotation fatigue by migrating from classic API keys to managed credentials. complexity: Advanced @@ -208147,9 +216828,46 @@ https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-servic v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual +? https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/now-in-foundry-tongyi-mai-z-image-turbo-with-flux-1-schnell-and-sdxl-base-1-0/4520199 +: addition_method: automatic + ai_summary: '* **Curator Insight:** Streamlining multi-tenant model availability + via central cloud catalogs allows enterprises to enforce strict compliance while + maintaining modern, open-weight pipelines. + + * **Live Grounding (MCP):** Microsoft Azure AI Foundry has onboarded three visual + synthesis models, prominently featuring Tongyi-MAI''s Z-Image-Turbo for sub-second, + single-GPU latencies and high-quality bilingual text generation, providing architects + with flexible edge options.' + category: azure + complexity: Intermediate + content_hash: a7e64dec29d144174a1bac86f6289a63abf1b7bceb21298e19d2d16ccb0d07bf + description: Azure AI Foundry's Hugging Face collection integration featuring Tongyi-MAI's + bilingual, low-latency image generation model alongside FLUX.1 and SDXL. + hierarchy: + - Azure Cloud + - Azure AI Foundry + - Model Catalogs + - Generative Modeling + is_microservice: false + language: en + last_checked: 1780352138.621997 + reputation_status: Vetted + reputation_summary: Official Azure AI Foundry release, representing certified model + offerings backed by Microsoft and Hugging Face. + resource_type: blog + social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTIwMTk5LW0yWXRKSA?revision=2 + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: azure-ai-foundry + tags: + - EMERGING + - ENTERPRISE-STABLE + title: 'Now in Foundry: Tongyi-MAI Z-Image-Turbo with FLUX.1-schnell and SDXL 1.0' + year: '2026' ? https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/the-ai-study-guide-azure%E2%80%99s-top-free-resources-for-learning-generative-ai-in-2024/4036890 -: content_hash: c5dc32842b841f10dd21519d4353403511b3e3ca186e937e754d34d71cf0189f +: addition_method: manual + content_hash: c5dc32842b841f10dd21519d4353403511b3e3ca186e937e754d34d71cf0189f health_score: 100.0 last_checked: 1779130494.935304 needs_ai_refresh: true @@ -208160,8 +216878,8 @@ https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-servic - docs/azure.md v2_locations: - azure.md - addition_method: manual https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview-argocd-through-microsoft-gitops/4399747: + addition_method: manual content_hash: 8c9a7cff5fa11234bfd2ff18d50ff1c2e28a11fb46f30a2c613e7aed595f3116 description: '' health_score: 100.0 @@ -208181,9 +216899,9 @@ https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview - azure.md - kubernetes.md year: N/A - addition_method: manual ? https://techcommunity.microsoft.com/blog/azurearcblog/in-preview-azure-key-vault-secrets-provider-extension-for-arc-enabled-kubernetes/3002160 -: ai_summary: Details the expansion of Azure Key Vault capabilities to edge and multi-cloud +: addition_method: manual + ai_summary: Details the expansion of Azure Key Vault capabilities to edge and multi-cloud nodes using Azure Arc-enabled Kubernetes clusters. Offers uniform cloud security controls outside standard Azure datacenters. complexity: Advanced @@ -208204,8 +216922,8 @@ https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview v2_locations: - devsecops.md year: '2021' - addition_method: manual https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-course-blueprints/4338972: + addition_method: manual content_hash: 408863f1a96411e8aee73f6258f500f9c170fcab549a29aed6833f8dd91c25f1 health_score: 100.0 last_checked: 1779130494.955934 @@ -208217,8 +216935,8 @@ https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-course-blue - docs/azure.md v2_locations: - azure.md - addition_method: manual https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-openai-landing-zone-reference-architecture/3882102: + addition_method: manual content_hash: f8cb6dbd1ee7ad7e2f430bb5f8d1d816ed25c2868ac760a6de68721912a0d15f health_score: 100.0 last_checked: 1779130494.96349 @@ -208230,9 +216948,9 @@ https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-openai-land - docs/azure.md v2_locations: - azure.md - addition_method: manual ? 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https://techcommunity.microsoft.com/blog/azuredevcommunityblog/integrating-azure-devops-with-vs-code-agent-using-mcp-model-context-protocol/4516250 +: addition_method: automatic + ai_summary: 'Curator Insight: This implementation guide demonstrates the unification + of enterprise ALM and desktop AI agent workflows through Anthropic''s Model Context + Protocol (MCP). + + + Live Grounding: It highlights the mechanics of exposing Azure DevOps APIs as discoverable + tools inside VS Code environments, emphasizing authorization safeguards, user + consent barriers, and least-privilege token access for automated code and sprint + execution.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 16026876ba082951c5c99eacab539373f9e6f67aad4c3acd0ef921b8df6e659c + description: A step-by-step architectural guide explaining how to securely expose + Azure DevOps capabilities to VS Code-hosted AI agents via the standard Model Context + Protocol. + hierarchy: + - Artificial Intelligence + - Model Context Protocol + - DevOps Agents + is_microservice: false + language: English + last_checked: 1780352404.14768 + reputation_status: Vetted + reputation_summary: Highly praised implementation guide by Microsoft engineers demonstrating + practical developer tool integration using standard open protocols. + resource_type: Guide + social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTE2MjUwLUdwZXY5Rw?revision=2 + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + - GUIDE + title: Integrating Azure DevOps with VS Code Agent using MCP + year: '2026' https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with-github-copilot-agent-mode/4400630: + addition_method: manual ai_summary: A technical deep-dive into utilizing GitHub Copilot's 'Agent Mode' (Copilot Workspace) directly from the IDE. Explains how the tool acts as an autonomous collaborator, creating comprehensive implementation plans, managing complex multi-file @@ -208315,9 +217071,9 @@ https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with- - cicd.md - ai.md year: '2025' - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureforisvandstartupstechnicalblog/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662 -: content_hash: 578bccbae559c274604eeaa5278c5ababa737ddff4e6d8b347378044c2d4ac88 +: addition_method: manual + content_hash: 578bccbae559c274604eeaa5278c5ababa737ddff4e6d8b347378044c2d4ac88 description: '' health_score: 100.0 last_checked: 1779031525.266065 @@ -208329,9 +217085,9 @@ https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with- - docs/kubernetes-operators-controllers.md - docs/kubernetes-security.md year: N/A - addition_method: manual ? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-public-preview-of-bicep-templates-support-for-microsoft-graph/4141772 -: content_hash: b0c5aa4d97e9ac6fbf8810863ab47ca253684dc518b45409f820298c4a28b752 +: addition_method: manual + content_hash: b0c5aa4d97e9ac6fbf8810863ab47ca253684dc518b45409f820298c4a28b752 health_score: 100.0 last_checked: 1779130494.937009 needs_ai_refresh: true @@ -208342,16 +217098,16 @@ https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with- - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-the-public-preview-of-azure-chaos-studio/2893050 -: content_hash: affbdabe9c9d7de602060054a55335ff3477703555ddba4e248707ee3be70411 +: addition_method: manual + content_hash: affbdabe9c9d7de602060054a55335ff3477703555ddba4e248707ee3be70411 health_score: 100.0 last_checked: 1779130494.929122 needs_ai_refresh: true v1_locations: - docs/chaos-engineering.md - addition_method: manual https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-template-specs-now-ga/2402618: + addition_method: manual content_hash: 5b21d6c2bc5664c3bb79a5a68f3f1a20f80f37daea31f200d3f4555be8ca0b67 health_score: 100.0 last_checked: 1779130494.997658 @@ -208363,9 +217119,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-policy-for-kubernetes-releases-support-for-custom-policy/2699466 -: content_hash: 8311acb42d475b9b869454cd9158d46d757020d3f6cd071370cd251a0fb3b8c8 +: addition_method: manual + content_hash: 8311acb42d475b9b869454cd9158d46d757020d3f6cd071370cd251a0fb3b8c8 health_score: 100.0 last_checked: 1779130495.024866 needs_ai_refresh: true @@ -208376,9 +217132,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-pricing-how-to-estimate-azure-project-costs/4166297 -: content_hash: 141333d6d382d665e87f1d7e240f1610e4021e6fa650f84bd0c42a1aa15d1762 +: addition_method: manual + content_hash: 141333d6d382d665e87f1d7e240f1610e4021e6fa650f84bd0c42a1aa15d1762 health_score: 100.0 last_checked: 1779130494.974061 needs_ai_refresh: true @@ -208389,9 +217145,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - docs/finops.md v2_locations: - finops.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-pricing-how-to-navigate-azure-pricing-options-and-resources/4166276 -: content_hash: 019a9abdadb3edf83608f11f24202cb5d7ef2fdfa81c8d72bbc55a38433b3e3c +: addition_method: manual + content_hash: 019a9abdadb3edf83608f11f24202cb5d7ef2fdfa81c8d72bbc55a38433b3e3c health_score: 100.0 last_checked: 1779130494.935228 needs_ai_refresh: true @@ -208402,9 +217158,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - docs/finops.md v2_locations: - finops.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azurehighperformancecomputingblog/running-gpu-accelerated-workloads-with-nvidia-gpu-operator-on-aks/4061318 -: ai_summary: Highlights the installation and usage of the NVIDIA GPU Operator on +: addition_method: manual + ai_summary: Highlights the installation and usage of the NVIDIA GPU Operator on AKS. Explains how to orchestrate high-performance computing, AI, and GPU partition options (MIG) for parallel deep learning training directly within Kubernetes worker nodes. @@ -208427,9 +217183,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-landing-zones-custom-archetypes-using-terraform/3791172 -: content_hash: 0c03a0470665da593d82716cde37b9bbd8c11eb83327ccb0295b1731e5704f26 +: addition_method: manual + content_hash: 0c03a0470665da593d82716cde37b9bbd8c11eb83327ccb0295b1731e5704f26 health_score: 100.0 last_checked: 1779130495.013203 needs_ai_refresh: true @@ -208440,9 +217196,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-permissions-101-how-to-manage-azure-access-effectively/4067468 -: content_hash: ea2cdf0b56ddf64501808811059d2ebedd446629e4640cd2d73870e347f4a6a2 +: addition_method: manual + content_hash: ea2cdf0b56ddf64501808811059d2ebedd446629e4640cd2d73870e347f4a6a2 health_score: 100.0 last_checked: 1779130494.986977 needs_ai_refresh: true @@ -208453,9 +217209,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/centralized-private-resolver-architecture-implementation-using-azure-private-dns/4132622 -: content_hash: eadf051247bd2e7db4804f8d3548b2f981d1227e1625aee79e5fea93f07de76d +: addition_method: manual + content_hash: eadf051247bd2e7db4804f8d3548b2f981d1227e1625aee79e5fea93f07de76d health_score: 100.0 last_checked: 1779130494.984431 needs_ai_refresh: true @@ -208466,9 +217222,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/enterprise%e2%80%91scale-azure-subscription-vending-using-azure-verified-modules-avm/4507751 -: content_hash: 2ee59e905578a80c94c638e0e0f625e4f6f3ed5d2bb56cbcb37e1aa1fcf3068b +: addition_method: manual + content_hash: 2ee59e905578a80c94c638e0e0f625e4f6f3ed5d2bb56cbcb37e1aa1fcf3068b description: '' health_score: 100.0 last_checked: 1779030480.073978 @@ -208488,9 +217244,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - iac.md - terraform.md year: N/A - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/leveraging-azure-copilot-for-azure-kubernetes-services-aks/4212457 -: ai_summary: Analyzes capabilities of Azure Copilot in assisting operations teams +: addition_method: manual + ai_summary: Analyzes capabilities of Azure Copilot in assisting operations teams within AKS. Investigates how LLM-guided prompts can help discover, review, and troubleshoot standard cluster configurations and YAML structures. complexity: Intermediate @@ -208511,9 +217267,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/part-1-leverage-bicep-standard-model-to-automate-azure-iaas-deployment/3804348 -: content_hash: ea5cad3acd4803208a58564d638f22b2f89a21756235d5b0fdd4c64e23a73189 +: addition_method: manual + content_hash: ea5cad3acd4803208a58564d638f22b2f89a21756235d5b0fdd4c64e23a73189 health_score: 100.0 last_checked: 1779130495.028212 needs_ai_refresh: true @@ -208524,9 +217280,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/unleashing-github-copilot-for-infrastructure-as-code/4124031 -: content_hash: 7c0382d80273703be83a753dbe720ee8fff3b7aaf8337a1bd2ed8c6d74262661 +: addition_method: manual + content_hash: 7c0382d80273703be83a753dbe720ee8fff3b7aaf8337a1bd2ed8c6d74262661 health_score: 100.0 last_checked: 1779130495.01027 needs_ai_refresh: true @@ -208537,9 +217293,9 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azuremigrationblog/containerize-and-migrate-applications-to-aks-with-the-azure-migrate%e2%80%99s-new-app-co/2178551 -: ai_summary: Guide highlighting the application containerization utility within Azure +: addition_method: manual + ai_summary: Guide highlighting the application containerization utility within Azure Migrate for porting legacy ASP.NET or Java apps to AKS. Details packaging automation, basic ingress mapping, and network routing configurations. Ideal for legacy application transformations. @@ -208561,8 +217317,8 @@ https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-te v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://techcommunity.microsoft.com/blog/azuremigrationblog/implement-azure-landing-zones-with-hashicorp-terraform/3241071: + addition_method: manual content_hash: f83fc1336e9dd46627fd40d93128f1494076bf65dafb8e3650dd88fdecf38959 health_score: 100.0 last_checked: 1779130494.963179 @@ -208574,9 +217330,9 @@ https://techcommunity.microsoft.com/blog/azuremigrationblog/implement-azure-land - docs/terraform.md v2_locations: - terraform.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azurenetworkingblog/deploying-virtual-networks-across-tenants-using-azure-virtual-network-manager-ip/4410161 -: content_hash: af52b3274b118889de27f26f62ecb8e8cb175125eaa9443e5fd6c1310f1ce411 +: addition_method: manual + content_hash: af52b3274b118889de27f26f62ecb8e8cb175125eaa9443e5fd6c1310f1ce411 health_score: 100.0 last_checked: 1779130495.030852 needs_ai_refresh: true @@ -208591,8 +217347,8 @@ https://techcommunity.microsoft.com/blog/azuremigrationblog/implement-azure-land - azure.md - iac.md - networking.md - addition_method: manual https://techcommunity.microsoft.com/blog/azurenetworkingblog/introducing-subnet-peering-in-azure/4383841: + addition_method: manual content_hash: e414d590671c1e74a49b3f191887c45b1f58b2240a7c53878e129088d62151c8 description: '' health_score: 100.0 @@ -208612,8 +217368,8 @@ https://techcommunity.microsoft.com/blog/azurenetworkingblog/introducing-subnet- - kubernetes-networking.md - networking.md year: N/A - addition_method: manual https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256: + addition_method: manual ai_summary: 'Curator Insight: Architecture plan to withstand high-volume distributed denial-of-service attempts. Live Grounding: Focuses heavily on cloud-native patterns like rate-limiting, load-balancer protection, and Edge integration on Azure platforms.' @@ -208644,9 +217400,9 @@ https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddo - networking.md - azure.md year: N/A - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureobservabilityblog/advanced-network-observability-for-your-azure-kubernetes-service-clusters-throug/4176736 -: ai_summary: Focuses on utilizing the Advanced Network Observability tool inside +: addition_method: manual + ai_summary: Focuses on utilizing the Advanced Network Observability tool inside AKS. By using modern eBPF technology, it provides insights into packet loss, path drops, and end-to-end routing delays across clusters. complexity: Advanced @@ -208669,9 +217425,9 @@ https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddo - azure.md - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureobservabilityblog/azure-monitor-logs-next-evolution-multi-tier-logging/4200871 -: content_hash: f4341ebc6b2bb9a62b553ed4454d1f5ff9a0a030ca11c409c52ad9b39b823a76 +: addition_method: manual + content_hash: f4341ebc6b2bb9a62b553ed4454d1f5ff9a0a030ca11c409c52ad9b39b823a76 health_score: 100.0 last_checked: 1779130494.939796 needs_ai_refresh: true @@ -208682,9 +217438,9 @@ https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddo - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureobservabilityblog/how-to-monitor-your-multi-tenant-solution-on-azure-with-azure-monitor/4042140 -: content_hash: 189fe53997b5f4ca66d2a2b8a6d57ab58a6cf5d8a9e46e8ca6f4c1a4c435aa0b +: addition_method: manual + content_hash: 189fe53997b5f4ca66d2a2b8a6d57ab58a6cf5d8a9e46e8ca6f4c1a4c435aa0b health_score: 100.0 last_checked: 1779130494.962556 needs_ai_refresh: true @@ -208695,9 +217451,9 @@ https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddo - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azureobservabilityblog/introducing-azure-monitor-managed-service-for-prometheus/3600185 -: content_hash: 91b18d3265fa75bc01668820cfc596c846a7c60f5184b689ecc4dc8f22bafb05 +: addition_method: manual + content_hash: 91b18d3265fa75bc01668820cfc596c846a7c60f5184b689ecc4dc8f22bafb05 health_score: 100.0 last_checked: 1779130494.968576 needs_ai_refresh: true @@ -208708,8 +217464,8 @@ https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddo - docs/azure.md v2_locations: - azure.md - addition_method: manual https://techcommunity.microsoft.com/blog/azurepaasblog/azure-storage-blob-count--capacity-usage-calculator/3516855: + addition_method: manual content_hash: 8e0b0fba91529c22ceb4619ed964f52f2ac2b16cd6d369b1cffc6090b9a7f585 health_score: 100.0 last_checked: 1779130494.928538 @@ -208721,8 +217477,8 @@ https://techcommunity.microsoft.com/blog/azurepaasblog/azure-storage-blob-count- - docs/azure.md v2_locations: - azure.md - addition_method: manual https://techcommunity.microsoft.com/blog/azuresqlblog/azure-sql-managed-instance-pools-new-features/4044688: + addition_method: manual content_hash: 23848ca20f3ebdd84d3fc690832b726083ed3c42c5406b98feec56e37512d221 health_score: 100.0 last_checked: 1779130495.0036 @@ -208734,9 +217490,9 @@ https://techcommunity.microsoft.com/blog/azuresqlblog/azure-sql-managed-instance - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azurestackblog/azure-kubernetes-service-and-azure-container-registry-service-on-azure-stack-hub/3075932 -: ai_summary: Reference detailing how to run AKS and ACR on-premises using Azure Stack +: addition_method: manual + ai_summary: Reference detailing how to run AKS and ACR on-premises using Azure Stack Hub environments. Outlines patterns for entirely disconnected or strictly regulated on-premises data centers that require standardized Azure cloud workflows. complexity: Advanced @@ -208757,8 +217513,8 @@ https://techcommunity.microsoft.com/blog/azuresqlblog/azure-sql-managed-instance v2_locations: - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual https://techcommunity.microsoft.com/blog/azurestorageblog/azure-container-storage-in-public-preview/3819246: + addition_method: manual content_hash: ea96d880faa98862dfa421fa1d2e5baf0cb5c0c83ae399965ad33af2369b3f35 health_score: 100.0 last_checked: 1779130495.014415 @@ -208770,9 +217526,9 @@ https://techcommunity.microsoft.com/blog/azurestorageblog/azure-container-storag - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/azuresynapseanalyticsblog/cicd-in-synapse-sql-how-to-deliver-your-database-objects-across-multiple-environ/3267507 -: content_hash: 36b06cf732d5ae91191452a17f9b581163008edfc6611b395667387404e2f1d6 +: addition_method: manual + content_hash: 36b06cf732d5ae91191452a17f9b581163008edfc6611b395667387404e2f1d6 health_score: 100.0 last_checked: 1779130495.015116 needs_ai_refresh: true @@ -208783,9 +217539,9 @@ https://techcommunity.microsoft.com/blog/azurestorageblog/azure-container-storag - docs/azure.md v2_locations: - azure.md - addition_method: manual ? 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https://techcommunity.microsoft.com/blog/azuretoolsblog/azure-landing-zones-accelerators-for-bicep-and-terraform-announcing-general-avai/4029866 -: content_hash: 4df7d256267a2b56d41ea3bedb8ab9335fb2b9e08eb3ae3ddfaaa3a063b565df +: addition_method: manual + content_hash: 4df7d256267a2b56d41ea3bedb8ab9335fb2b9e08eb3ae3ddfaaa3a063b565df health_score: 100.0 last_checked: 1779130494.942601 needs_ai_refresh: true @@ -208893,8 +217649,46 @@ https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-azapi-dynamic v2_locations: - azure.md - terraform.md - addition_method: manual +? https://techcommunity.microsoft.com/blog/azuretoolsblog/from-prompt-to-production-open-in-vs-code-for-terraform-in-azure-copilot/4494931 +: addition_method: automatic + ai_summary: 'This architectural enablement article introduces the ''Open in VS Code'' + capability embedded inside Azure Copilot within the Azure Portal. It allows cloud + architects to generate Terraform manifests via natural language and transition + directly to local workspace execution. + + + * Integrates Azure portal-based AI generation directly with local editor toolchains. + + * Eliminates copy-paste friction by maintaining operational states, environments, + and dependencies.' + category: azure + complexity: Intermediate + content_hash: 84a64cb94d7dd554e5caaaee4d0d942c87a2f3ece9141039684a504bc8230638 + description: Official Microsoft release detailing the seamless integration between + the portal-based Azure Copilot and local VS Code instances for automated IaC orchestration. + hierarchy: + - Cloud Infrastructure + - Infrastructure as Code + - Azure Copilot Integration + is_microservice: false + language: en + last_checked: 1780352414.115618 + reputation_status: Vetted + reputation_summary: Official Microsoft-released tool feature that streamlines developer + context transitions, well-received by Azure DevOps practitioners. + resource_type: article + social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDk0OTMxLXdCdDlCSQ?revision=3 + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: cloud-infrastructure-ai + tags: + - '[EMERGING]' + - '[GUIDE]' + title: 'From Prompt to Production: Open in VS Code for Terraform in Azure Copilot' + year: '2026' https://techcommunity.microsoft.com/blog/azuretoolsblog/introducing-azure-verified-modules/4045946: + addition_method: manual content_hash: cd9125aee7e9ccf44b676d090d2348cf79eac8c24046c73dd8ecd80f0a5bf373 health_score: 100.0 last_checked: 1779130494.936734 @@ -208906,8 +217700,8 @@ https://techcommunity.microsoft.com/blog/azuretoolsblog/introducing-azure-verifi - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://techcommunity.microsoft.com/blog/azuretoolsblog/terraform-on-azure-february-2024-update/4070567: + addition_method: manual content_hash: 2b7c7f2c4f955af2795dc3e556432b198dcc76c17eec76624494ebabcf0f1312 health_score: 100.0 last_checked: 1779130494.953774 @@ -208919,9 +217713,9 @@ https://techcommunity.microsoft.com/blog/azuretoolsblog/terraform-on-azure-febru - docs/terraform.md v2_locations: - terraform.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/containers/securing-windows-workloads-on-azure-kubernetes-service-with-calico/3815429 -: ai_summary: Demonstrates the implementation of Calico Network Policies for multi-platform +: addition_method: manual + ai_summary: Demonstrates the implementation of Calico Network Policies for multi-platform AKS clusters featuring both Windows and Linux nodes. Highlights container-to-container isolation patterns and egress traffic restrictions to secure legacy Windows enterprise workloads. @@ -208944,8 +217738,8 @@ https://techcommunity.microsoft.com/blog/azuretoolsblog/terraform-on-azure-febru v2_locations: - managed-kubernetes-in-public-cloud.md year: '2023' - addition_method: manual https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-policy-recommended-practices/3798024: + addition_method: manual content_hash: 50ca3775e19f2213216cf557f5edbd431ec6f2a8c0f7d8ea5a57b7cee296f355 health_score: 100.0 last_checked: 1779130495.024238 @@ -208957,8 +217751,8 @@ https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure - docs/azure.md v2_locations: - azure.md - addition_method: manual https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-powershell-tips-and-tricks/4066848: + addition_method: manual content_hash: 90f64e37a1fb6ca27ea5809550215452883f31a020e6d4d2018d83c4e7618356 health_score: 100.0 last_checked: 1779130494.994291 @@ -208970,8 +217764,8 @@ https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure - docs/azure.md v2_locations: - azure.md - addition_method: manual https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-savings-dashboard/3816131: + addition_method: manual content_hash: 1e95bcf45b93c89e9dbf21b14609bfca7ab53b8e60484fe420fe3c29fb932db6 health_score: 100.0 last_checked: 1779130494.989736 @@ -208983,9 +217777,9 @@ https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure - docs/finops.md v2_locations: - finops.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/kubernetes-external-dns-for-azure-dns--aks/3809393 -: ai_summary: Covers the dynamic configuration of ExternalDNS inside AKS linked to +: addition_method: manual + ai_summary: Covers the dynamic configuration of ExternalDNS inside AKS linked to Azure DNS zones. Demonstrates how to automate external DNS record registration and lifecycle tasks, eliminating manual DNS updates for public-facing ingress zones. @@ -209007,9 +217801,9 @@ https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure v2_locations: - managed-kubernetes-in-public-cloud.md year: '2023' - addition_method: manual ? https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/monitoring-microsoft-sentinel-reports-with-dashboard-hub--power-bi/4203870 -: content_hash: b4ee451bc11261d51be4b654790dff599842e0f911414206bfbc753611ba11a6 +: addition_method: manual + content_hash: b4ee451bc11261d51be4b654790dff599842e0f911414206bfbc753611ba11a6 health_score: 100.0 last_checked: 1779130494.934687 needs_ai_refresh: true @@ -209020,9 +217814,45 @@ https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure - docs/azure.md v2_locations: - azure.md - addition_method: manual +https://techcommunity.microsoft.com/blog/educatordeveloperblog/cicd-for-ai-agents-on-microsoft-foundry/4522218: + addition_method: automatic + ai_summary: This technical article outlines a production-ready reference architecture + for managing the lifecycle of AI agents deployed on Microsoft Foundry. It details + how agent releases differ from traditional software, emphasizing the integration + of evaluation-driven quality gates (measuring correctness, grounding safety, and + token/latency metrics) prior to production promotion. It showcases GitHub Actions + and Azure DevOps pipeline configurations that enforce strict role-based environment + promotions and complete audit trails of immutable agent artifacts. + category: cicd-kubernetes-plugins + complexity: advanced + content_hash: 5c8397793628713026b606f0bd44c3a392565b0bee22c55f994454a6d584fc59 + description: A comprehensive architectural guide demonstrating how to build, version, + test, and release AI agents securely using evaluation-driven gates. + hierarchy: + - DevOps + - CI/CD Pipelines + - LLMOps + - Agent Lifecycle + is_microservice: false + language: en + last_checked: 1780352828.641513 + reputation_status: Vetted + reputation_summary: Authoritative architectural guide from Microsoft detailing production + CI/CD patterns for AI Agent releases. + resource_type: article + social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTIyMjE4LVNtUnZ6MQ?revision=4 + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[ENTERPRISE-STABLE]' + title: CI/CD for AI Agents on Microsoft Foundry + year: '2026' ? https://techcommunity.microsoft.com/blog/educatordeveloperblog/coding-frameworks-and-languages-are-no-longer-the-point-prompting-is/3820265 -: content_hash: bba8e5642bc9c227daa7638484338899bd07417d56b3e916cb00c29e0caf0c93 +: addition_method: manual + content_hash: bba8e5642bc9c227daa7638484338899bd07417d56b3e916cb00c29e0caf0c93 health_score: 100.0 last_checked: 1779130494.932989 needs_ai_refresh: true @@ -209033,9 +217863,9 @@ https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure - docs/git.md v2_locations: - git.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/educatordeveloperblog/leveraging-azure-event-hub-microsoft-fabric-and-power-bi-for-real-time-data-anal/4028701 -: content_hash: ddb785f5fb19bf9dc8e221e6eae5915a65b1dafc39027e99194d919be6ec11af +: addition_method: manual + content_hash: ddb785f5fb19bf9dc8e221e6eae5915a65b1dafc39027e99194d919be6ec11af health_score: 100.0 last_checked: 1779130494.981907 needs_ai_refresh: true @@ -209046,9 +217876,9 @@ https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/a-practical-guide-to-zone-redundant-aks-clusters-and-storage/4036254 -: ai_summary: An enterprise blueprint addressing multi-zone AKS design and zone-redundant +: addition_method: manual + ai_summary: An enterprise blueprint addressing multi-zone AKS design and zone-redundant storage volumes. Investigates availability zone constraints, node-affinity impacts, and persistent volume failover latency to design zero-data-loss topologies. complexity: Advanced @@ -209070,8 +217900,8 @@ https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure v2_locations: - managed-kubernetes-in-public-cloud.md year: '2024' - addition_method: manual https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-orphan-resources/3492198: + addition_method: manual content_hash: a0a94852cac2c0be180f2222c18e6977d098eeef0c9e3dff97dc1072a72a7ce4 health_score: 100.0 last_checked: 1779130494.941464 @@ -209083,8 +217913,8 @@ https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-orphan-reso - docs/azure.md v2_locations: - azure.md - addition_method: manual https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-policy-for-azure-container-apps-yes-please/3775200: + addition_method: manual content_hash: 12bc79837c56cdf157a3f209ecc429966d862cd7dcb18783b1df9e9e512673a4 health_score: 100.0 last_checked: 1779130494.996946 @@ -209096,9 +217926,9 @@ https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-policy-for- - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/can-i-create-an-azure-red-hat-openshift-cluster-in-terraform-yes-you-can/3670889 -: content_hash: 71a823fd07a7b8175cb3dcd839f7a1bae1e8bd921fd6190ff1a13d5c59842880 +: addition_method: manual + content_hash: 71a823fd07a7b8175cb3dcd839f7a1bae1e8bd921fd6190ff1a13d5c59842880 health_score: 100.0 last_checked: 1779130494.998646 needs_ai_refresh: true @@ -209109,9 +217939,9 @@ https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-policy-for- - docs/terraform.md v2_locations: - terraform.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-aks-using-ter/4024070 -: content_hash: 15b8ba1f117d4b66b91f9b39c6fb0a1eeaeaaa56afc1f3ccdd57f8b45fa8e8e1 +: addition_method: manual + content_hash: 15b8ba1f117d4b66b91f9b39c6fb0a1eeaeaaa56afc1f3ccdd57f8b45fa8e8e1 health_score: 100.0 last_checked: 1779130495.018694 needs_ai_refresh: true @@ -209122,9 +217952,9 @@ https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-policy-for- - docs/terraform.md v2_locations: - terraform.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-container-app/3885602 -: content_hash: 688b1f4efde4e73397bee9b36dced5c44fcdd93e98c9507b7b90050b2d633ae5 +: addition_method: manual + content_hash: 688b1f4efde4e73397bee9b36dced5c44fcdd93e98c9507b7b90050b2d633ae5 health_score: 100.0 last_checked: 1779130494.988672 needs_ai_refresh: true @@ -209135,9 +217965,9 @@ https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-policy-for- - docs/demos.md v2_locations: - demos.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-create-a-vpn-between-azure-and-aws-using-only-managed-solutions/2281900 -: content_hash: cfcee78940f803f08bbdcc7abb640870b13fa52444bbd67c84f86adc3dcbfeee +: addition_method: manual + content_hash: cfcee78940f803f08bbdcc7abb640870b13fa52444bbd67c84f86adc3dcbfeee health_score: 100.0 last_checked: 1779130495.027255 needs_ai_refresh: true @@ -209148,9 +217978,9 @@ https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-policy-for- - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-install-an-aks-cluster-with-the-istio-service-mesh-add-on-via-bicep/3802069 -: ai_summary: A declarative infrastructure blueprint outlining how to install and +: addition_method: manual + ai_summary: A declarative infrastructure blueprint outlining how to install and manage the native Istio Service Mesh add-on on AKS using Bicep. Highlights lifecycle management integrations, sidecar provisioning schemes, and traffic routing policies within secure Microsoft architectures. @@ -209174,8 +218004,8 @@ https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-policy-for- - azure.md - managed-kubernetes-in-public-cloud.md year: '2023' - addition_method: manual https://techcommunity.microsoft.com/blog/fasttrackforazureblog/microsoft-fabric---multi-tenant-architecture/4119429: + addition_method: manual content_hash: 6fabe3274c3214552972e72ba81e33c429fa2c616abaeb5ddede09889e0807bd health_score: 100.0 last_checked: 1779130494.947977 @@ -209187,9 +218017,9 @@ https://techcommunity.microsoft.com/blog/fasttrackforazureblog/microsoft-fabric- - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/finopsblog/get-tailored-insights-with-our-advisor-well-architected-assessments/4218239 -: content_hash: 0ed8d030c398034855a11e56e0e2bc8d459a6fa8fcdddd6b6f2ba0bec0da2e99 +: addition_method: manual + content_hash: 0ed8d030c398034855a11e56e0e2bc8d459a6fa8fcdddd6b6f2ba0bec0da2e99 health_score: 100.0 last_checked: 1779130494.952446 needs_ai_refresh: true @@ -209200,8 +218030,8 @@ https://techcommunity.microsoft.com/blog/fasttrackforazureblog/microsoft-fabric- - docs/azure.md v2_locations: - azure.md - addition_method: manual https://techcommunity.microsoft.com/blog/finopsblog/identify-your-savings-potential-in-azure/4131194: + addition_method: manual content_hash: e93580581bac29f1896597a917d4f0b5df316ef3cfac6093b180596208d9a016 health_score: 100.0 last_checked: 1779130494.996551 @@ -209213,9 +218043,9 @@ https://techcommunity.microsoft.com/blog/finopsblog/identify-your-savings-potent - docs/finops.md v2_locations: - finops.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/finopsblog/learn-to-manage-investments-and-cost-efficiency-of-azure-and-ai-workloads/4396862 -: ai_summary: Comprehensive guide for managing cloud-spend on Azure AI infrastructure. +: addition_method: manual + ai_summary: Comprehensive guide for managing cloud-spend on Azure AI infrastructure. Covers architectural frameworks for optimizing large GPU node pools, tracking LLM API consumption patterns, and integrating FinOps principles into AI platform teams. @@ -209246,9 +218076,9 @@ https://techcommunity.microsoft.com/blog/finopsblog/identify-your-savings-potent - azure.md - finops.md year: N/A - addition_method: manual ? https://techcommunity.microsoft.com/blog/healthcareandlifesciencesblog/azure-devops-pipelines-if-expressions-and-conditions/3737159 -: content_hash: b7a698ac9b1692d00d2b039db5e17b2cacb5ee78ca7b3ba7522cdb07d626f1c0 +: addition_method: manual + content_hash: b7a698ac9b1692d00d2b039db5e17b2cacb5ee78ca7b3ba7522cdb07d626f1c0 health_score: 100.0 last_checked: 1779130495.01835 needs_ai_refresh: true @@ -209259,9 +218089,9 @@ https://techcommunity.microsoft.com/blog/finopsblog/identify-your-savings-potent - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://techcommunity.microsoft.com/blog/itopstalkblog/azure-terrafy-%e2%80%93-import-your-existing-azure-infrastructure-into-terraform-hcl/3357653 -: content_hash: 530699a5befe509ba1a5b255150e2effaef7460fe42aaec37c4eb71f1dc0aded +: addition_method: manual + content_hash: 530699a5befe509ba1a5b255150e2effaef7460fe42aaec37c4eb71f1dc0aded health_score: 100.0 last_checked: 1779130494.945054 needs_ai_refresh: true @@ -209272,8 +218102,8 @@ https://techcommunity.microsoft.com/blog/finopsblog/identify-your-savings-potent - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://techcommunity.microsoft.com/blog/itopstalkblog/iis-central-certificate-store-and-windows-containers/4181509: + addition_method: manual content_hash: fce2c4fa11d0b0509a102728a38a014e5fd035ff63e889e24478e54774b7d20e health_score: 100.0 last_checked: 1779130494.952774 @@ -209285,8 +218115,8 @@ https://techcommunity.microsoft.com/blog/itopstalkblog/iis-central-certificate-s - docs/docker.md v2_locations: - docker.md - addition_method: manual https://techcommunity.microsoft.com/blog/itopstalkblog/infrastructure-as-code-iac-comparing-the-tools/3205045: + addition_method: manual content_hash: b9e3f71904ae2334c955d76acb6c91c99cdbf42f484592beccbdcca29256e7df health_score: 100.0 last_checked: 1779130495.011666 @@ -209298,9 +218128,9 @@ https://techcommunity.microsoft.com/blog/itopstalkblog/infrastructure-as-code-ia - docs/iac.md v2_locations: - iac.md - addition_method: manual ? 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It addresses critical architectural decisions, + including multi-tenancy models, secure data boundaries, performance optimization + frameworks, and custom SaaS metered billing. By leveraging these architectural + best practices, publishers can safely package, deploy, and scale autonomous cognitive + solutions in compliant enterprise environments. + category: azure + complexity: intermediate + content_hash: 6f9cb9cfe14b6e3872bd9a7d3b6a7ed0e627c16e8e47b979fb1c153b48567f5f + description: A curated feed of posts, articles, and guides focused on building, + publishing, securing, and scaling commercial AI apps and agents on Microsoft Marketplace. + hierarchy: + - Public Cloud + - Azure + - SaaS Marketplace + - AI Agent Distribution + is_microservice: false + language: en + last_checked: 1780352454.119831 + reputation_status: Vetted + reputation_summary: Official Microsoft community hub covering production-ready architecture, + billing models, compliance, and deployment pipelines for commercial AI agents. + resource_type: documentation + social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/themes/customTheme1/favicon-1730836271365.png?time=1730836274203 + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[ENTERPRISE-STABLE]' + title: 'Tag: "marketplace ai apps and agents" | Microsoft Community Hub' + year: '2026' https://techcrunch.com/2020/12/15/aws-introduces-new-chaos-engineering-as-a-service-offering: + addition_method: manual content_hash: 4eae65eb78684fb57759f8c17a0473033075c6fd5823d177a735678ecc749bad description: '' health_score: 100.0 @@ -210696,8 +219562,8 @@ https://techcrunch.com/2020/12/15/aws-introduces-new-chaos-engineering-as-a-serv v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://techcrunch.com/2021/01/12/vantage-makes-managing-aws-easier: + addition_method: manual content_hash: 3c7ffc8ce47435653507c299cbfd05f44ec1983d70e1a45d11206d3aec0a6627 description: '' health_score: 100.0 @@ -210713,8 +219579,8 @@ https://techcrunch.com/2021/01/12/vantage-makes-managing-aws-easier: v2_locations: - aws-tools-scripts.md year: N/A - addition_method: manual https://techcrunch.com/2021/02/24/google-cloud-puts-its-kubernetes-engine-on-autopilot: + addition_method: manual ai_summary: A commercial analysis of GKE Autopilot's introduction. Evaluates how removing raw VM management options shifts operations tasks towards microservice scaling and application value delivery. @@ -210741,8 +219607,8 @@ https://techcrunch.com/2021/02/24/google-cloud-puts-its-kubernetes-engine-on-aut v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://techcrunch.com/2021/11/30/aws-launches-karpenter-an-open-source-autoscaler-for-kubernetes-clusters: + addition_method: manual content_hash: b51d8e8b4aa4db8591ed719d5b84fa0328906da1e726e6e7ae3c358ff8e753ad description: '' health_score: 100.0 @@ -210759,8 +219625,8 @@ https://techcrunch.com/2021/11/30/aws-launches-karpenter-an-open-source-autoscal v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://techcrunch.com/2021/12/02/aws-to-launch-over-30-new-local-zones-starting-in-2022: + addition_method: manual content_hash: 459affe6db3b92cf01c8092db8481b36ba81c4aab1c48b0f455f9815a0d36823 description: '' health_score: 100.0 @@ -210777,8 +219643,8 @@ https://techcrunch.com/2021/12/02/aws-to-launch-over-30-new-local-zones-starting v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://techcrunch.com/2022/07/27/protestware-code-sabotage: + addition_method: manual content_hash: 903725966f8dc0bb5fae95471d9bda5ba34588edd20ec72975935e57bfb65297 description: '' health_score: 100.0 @@ -210795,16 +219661,16 @@ https://techcrunch.com/2022/07/27/protestware-code-sabotage: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://techdocs.akamai.com/app-platform/docs/welcome: + addition_method: manual last_checked: 1779388343.013948 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - managed-kubernetes-in-public-cloud.md - addition_method: manual https://techdozo.dev/grpc-load-balancing-on-kubernetes-using-headless-service: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -210818,8 +219684,8 @@ https://techdozo.dev/grpc-load-balancing-on-kubernetes-using-headless-service: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://techerati.com/the-stack-archive/cloud/2018/10/18/openshift-in-a-world-of-kaas: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -210834,8 +219700,8 @@ https://techerati.com/the-stack-archive/cloud/2018/10/18/openshift-in-a-world-of v2_locations: - introduction.md year: N/A - addition_method: manual https://techforce1.nl/creating-your-first-ansible-module: + addition_method: manual content_hash: 0a1626b9beac757e8191e96acd25869fa068462284abc821c9079aaa1d28a9b4 description: '' health_score: 100.0 @@ -210851,8 +219717,8 @@ https://techforce1.nl/creating-your-first-ansible-module: v2_locations: - ansible.md year: N/A - addition_method: manual https://techgenix.com/data-storage-management-for-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -210866,15 +219732,15 @@ https://techgenix.com/data-storage-management-for-kubernetes: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://techiekhannotes.blogspot.com/2018/12/artemis-monitoring-with-grafana.html: + addition_method: manual content_hash: 8db1d9798466c14c93cb77cf8729a3fe2e3886bb5994b3cc1e78c87c5b28425f health_score: 100.0 last_checked: 1779032368.676989 v1_locations: - docs/grafana.md - addition_method: manual https://techiescamp.com/courses/kubernetes-kustomize: + addition_method: manual content_hash: 1de134d154d9a468aa18d65cbc5210c05ce04931f03d3797eb4d6734a8d34576 description: '' health_score: 100.0 @@ -210885,8 +219751,8 @@ https://techiescamp.com/courses/kubernetes-kustomize: v1_locations: - docs/kustomize.md year: N/A - addition_method: manual https://technology.doximity.com/articles/buildpacks-vs-dockerfiles: + addition_method: manual content_hash: b253314d6ab0be77de7ae0811fae1cd4652c5bbaf45382c1f5a4514a43b5cc4c description: '' health_score: 100.0 @@ -210904,8 +219770,8 @@ https://technology.doximity.com/articles/buildpacks-vs-dockerfiles: - kubernetes-tools.md - docker.md year: N/A - addition_method: manual https://technos.medium.com/how-kubectl-apply-command-works-d092121056d3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -210919,8 +219785,8 @@ https://technos.medium.com/how-kubectl-apply-command-works-d092121056d3: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://technos.medium.com/kubernetes-services-for-absolute-beginners-nodeport-139b7060fe3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -210935,8 +219801,8 @@ https://technos.medium.com/kubernetes-services-for-absolute-beginners-nodeport-1 v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://technos.medium.com/kubernetes-workflow-bad346c54962: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -210950,8 +219816,8 @@ https://technos.medium.com/kubernetes-workflow-bad346c54962: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://techstudyslack.com: + addition_method: manual ai_summary: An active community Slack hub designed for system administrators and cloud engineers preparing for AWS certification pathways and advanced system operations. complexity: Intermediate @@ -210977,8 +219843,8 @@ https://techstudyslack.com: v2_locations: - elearning.md year: N/A - addition_method: manual https://techunwrapped.com/spain-becomes-a-cloud-region-in-2022: + addition_method: manual ai_summary: Technical news review marking Spain's official launch as an active Cloud Region in 2022. It covers the latency implications and the expansion of sovereign infrastructure for EU businesses. @@ -211006,15 +219872,15 @@ https://techunwrapped.com/spain-becomes-a-cloud-region-in-2022: v2_locations: - aws-spain.md year: N/A - addition_method: manual https://techxplore.com/news/2023-12-open-source-framework-large-language-pre-training.html: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034431.589958 v1_locations: - docs/mlops.md - addition_method: manual https://teivah.medium.com/when-to-use-generics-in-go-36d49c1aeda: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211028,8 +219894,8 @@ https://teivah.medium.com/when-to-use-generics-in-go-36d49c1aeda: v2_locations: - golang.md year: N/A - addition_method: manual https://tekanaid.com/posts/terraform-for-beginners-course-and-training: + addition_method: manual content_hash: b669ccf149eaa0980c80ca3225c7ea94a168f22d8117c54977d0a30bf7fa6ae5 description: '' health_score: 100.0 @@ -211046,8 +219912,8 @@ https://tekanaid.com/posts/terraform-for-beginners-course-and-training: v2_locations: - terraform.md year: N/A - addition_method: manual https://tekton.dev: + addition_method: manual content_hash: d6d467f52460550f102e43e84f737f4fb5d92248cf89f633381b8cbddb1af52b description: '' health_score: 100.0 @@ -211063,8 +219929,8 @@ https://tekton.dev: v2_locations: - tekton.md year: N/A - addition_method: manual https://tekton.dev/docs/pipelines/pipelines: + addition_method: manual content_hash: d9b9eb7323ecd2d5b54e5e7fabe3561a011661b70a059a19e7fd229d45f50096 description: '' health_score: 100.0 @@ -211080,8 +219946,8 @@ https://tekton.dev/docs/pipelines/pipelines: v2_locations: - tekton.md year: N/A - addition_method: manual https://telepresence.io: + addition_method: manual ai_summary: A CNCF sandbox tool enabling bidirectional networking to route traffic between remote clusters and local development environments. Allows developers to test locally running services as if integrated directly inside the cloud mesh. @@ -211102,8 +219968,8 @@ https://telepresence.io: v2_locations: - kubernetes-based-devel.md year: '2026' - addition_method: manual https://teletype.in/@sravancynixit/CcwqFANxY: + addition_method: manual content_hash: 48eac40d6a7bd9762b0b899368b1c86e6854fa21aaed01acde36958bdeeec69e description: '' health_score: 100.0 @@ -211119,15 +219985,15 @@ https://teletype.in/@sravancynixit/CcwqFANxY: v2_locations: - demos.md year: N/A - addition_method: manual https://templates.cloudonaut.io: + addition_method: manual content_hash: e118943a718dfb65582d4f04d0a19873b91aa4142115fa9790dee082133a8731 health_score: 100.0 last_checked: 1779030084.890084 v1_locations: - docs/aws-iac.md - addition_method: manual https://templates.cloudonaut.io/en/stable/jenkins: + addition_method: manual content_hash: 76e569ced01866c27eaf731ef2f33b9e840935260f2bb73b5b33cea46e7e00a3 description: '' health_score: 100.0 @@ -211143,8 +220009,8 @@ https://templates.cloudonaut.io/en/stable/jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://tennexas.com/kubernetes-troubleshooting-examples: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211159,8 +220025,8 @@ https://tennexas.com/kubernetes-troubleshooting-examples: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://teplyheng.medium.com/in-depth-understanding-of-deployments-in-kubernetes-af2c93ca4a24: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211174,8 +220040,8 @@ https://teplyheng.medium.com/in-depth-understanding-of-deployments-in-kubernetes v2_locations: - kubernetes.md year: N/A - addition_method: manual https://teplyheng.medium.com/understand-the-difference-between-deployments-and-replicaset-7e1cfd4d8639: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211190,8 +220056,8 @@ https://teplyheng.medium.com/understand-the-difference-between-deployments-and-r v2_locations: - kubernetes.md year: N/A - addition_method: manual https://teresaforcades.com/pensament/medicina.html: + addition_method: manual ai_summary: A structured index highlighting central open-source utilities designed to validate Kubernetes configurations. Explores tools like Polaris, Copper, and Conftest to guarantee resilient configuration deployments. @@ -211219,8 +220085,8 @@ https://teresaforcades.com/pensament/medicina.html: v2_locations: - yaml.md year: '2021' - addition_method: manual https://terminalsandcoffee.com/setting-up-the-aws-cli-iam-user-api-keys-b83554e314e4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211234,8 +220100,8 @@ https://terminalsandcoffee.com/setting-up-the-aws-cli-iam-user-api-keys-b83554e3 v2_locations: - aws.md year: N/A - addition_method: manual https://terraform-docs.io/user-guide/introduction: + addition_method: manual content_hash: c8eb3486bc6e3c2b645c7eb27b8a97bf356d318f811044867bd5908caa06e8cb description: '' health_score: 100.0 @@ -211251,8 +220117,8 @@ https://terraform-docs.io/user-guide/introduction: v2_locations: - terraform.md year: N/A - addition_method: manual https://terraform-infraestructura.readthedocs.io: + addition_method: manual content_hash: d3ee17989190761652ddae8c3ef2569b35b0191bb6c0cc3028fb266cad2488ee description: '' health_score: 100.0 @@ -211263,8 +220129,8 @@ https://terraform-infraestructura.readthedocs.io: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://terraform-infraestructura.readthedocs.io/es/latest: + addition_method: manual content_hash: 0d1f606e1248dd6ee75d32cb4229feea57b0e885d6d73772a49625f83025bc38 health_score: 100.0 last_checked: 1779130494.992985 @@ -211275,8 +220141,8 @@ https://terraform-infraestructura.readthedocs.io/es/latest: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://terragrunt.com: + addition_method: manual content_hash: d29b1b8543a837409c9722133efe2f59550fe21f95b9141ee4c52d3c5eab78e2 health_score: 100.0 last_checked: 1779130494.928694 @@ -211287,8 +220153,8 @@ https://terragrunt.com: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://terragrunt.gruntwork.io: + addition_method: manual content_hash: 4425e75132e486fded1c99643cef4af2503522bde090102b539f18c7adb9b6d4 description: '' health_score: 100.0 @@ -211299,8 +220165,8 @@ https://terragrunt.gruntwork.io: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://terraspace.cloud: + addition_method: manual content_hash: 0db57e80bf68daf71b988fd887d285173b5c6862adfe561c9b509c2613097390 description: '' health_score: 100.0 @@ -211316,8 +220182,8 @@ https://terraspace.cloud: v2_locations: - terraform.md year: N/A - addition_method: manual https://terrateam.io/blog/aws-lambda-function-with-terraform: + addition_method: manual ai_summary: A comprehensive operational guide explaining how to declare, compile, and manage AWS Lambda functions natively within Terraform infrastructure-as-code patterns. It maps IAM role dependencies, source code hash tracking, and automated @@ -211346,8 +220212,8 @@ https://terrateam.io/blog/aws-lambda-function-with-terraform: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://terrateam.io/blog/terraform-pre-commit-hooks: + addition_method: manual content_hash: 36c3e0d920dd376232250a5eb5ad4d86124239e1a623629b259774933c965c98 health_score: 100.0 last_checked: 1779130495.003587 @@ -211358,8 +220224,8 @@ https://terrateam.io/blog/terraform-pre-commit-hooks: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://testcontainers.com: + addition_method: manual content_hash: 3f6a10f394ef7846c79357d9c79e93dc7a1e44c4ea099ee0e6ee6dfc55c1a49d health_score: 100.0 last_checked: 1779130494.942087 @@ -211370,8 +220236,8 @@ https://testcontainers.com: - docs/qa.md v2_locations: - qa.md - addition_method: manual https://testdriven.io/blog/clean-code-python: + addition_method: manual content_hash: 6185157913a437f0de27d1bac233fc6a6ea446edc11c36cb6a0f768d6fac4156 description: '' health_score: 100.0 @@ -211387,8 +220253,8 @@ https://testdriven.io/blog/clean-code-python: v2_locations: - python.md year: N/A - addition_method: manual https://testdriven.io/blog/docker-best-practices: + addition_method: manual content_hash: b58f1082e5db2363fe30486ba6716a7d174f18ef4541a6fa177921ddbd6051eb description: '' health_score: 100.0 @@ -211404,8 +220270,8 @@ https://testdriven.io/blog/docker-best-practices: v2_locations: - docker.md year: N/A - addition_method: manual https://testdriven.io/blog/running-vault-and-consul-on-kubernetes: + addition_method: manual ai_summary: A detailed, step-by-step tutorial on bootstrapping HashiCorp Vault with a Consul storage backend inside a local Minikube cluster. Illustrates integration, authentication, and manual unsealing workflows. @@ -211432,8 +220298,8 @@ https://testdriven.io/blog/running-vault-and-consul-on-kubernetes: v2_locations: - devsecops.md year: N/A - addition_method: manual https://testguild.com/podcast/automation/a345-mohamed: + addition_method: manual ai_summary: 'Curator Insight: Audio interview exploring the cultural and architectural shift toward Pipeline-as-Code (PaC) designs. Live Grounding: Discusses real-world declarative configuration files, versioning pipelines alongside source code, and @@ -211460,8 +220326,8 @@ https://testguild.com/podcast/automation/a345-mohamed: v2_locations: - cicd.md year: N/A - addition_method: manual https://testingclouds.wordpress.com/2021/03/09/migrating-from-docker-compose-to-skaffold: + addition_method: manual ai_summary: Step-by-step migration guide transitioning application setups from legacy Docker Compose manifests to Skaffold templates for native cluster interaction. complexity: Intermediate @@ -211487,8 +220353,8 @@ https://testingclouds.wordpress.com/2021/03/09/migrating-from-docker-compose-to- v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://testingclouds.wordpress.com/2021/06/02/gitops-demystified: + addition_method: manual content_hash: e755cad3a023f25e0761eaa047eddb598a31d17dbbc6ce1ad12f5e90db84e5da description: '' health_score: 100.0 @@ -211504,8 +220370,8 @@ https://testingclouds.wordpress.com/2021/06/02/gitops-demystified: v2_locations: - gitops.md year: N/A - addition_method: manual https://testkube.io: + addition_method: manual content_hash: 1ff0e2bbb396a81cc1dbf4e2988c5fa28ead66bf47cedbb70d759e9793db8e2a description: '' health_score: 100.0 @@ -211522,8 +220388,8 @@ https://testkube.io: - kubernetes-tools.md - index.md year: N/A - addition_method: manual https://testng.org: + addition_method: manual content_hash: 39e6b39c67556689f1ba644745016a9a189e2d4ac3f84d2d830e80f3e0974d25 description: '' health_score: 100.0 @@ -211539,8 +220405,8 @@ https://testng.org: v2_locations: - qa.md year: N/A - addition_method: manual https://testsvision.com/6-popular-automation-testing-frameworks-tools: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211554,8 +220420,8 @@ https://testsvision.com/6-popular-automation-testing-frameworks-tools: v2_locations: - qa.md year: N/A - addition_method: manual https://tether.to: + addition_method: manual content_hash: 03fd10625c30dbe7fb0882bac5e493870df66712e8589ce87bb5eff082ce5ec3 description: '' health_score: 100.0 @@ -211571,8 +220437,8 @@ https://tether.to: v2_locations: - digital-money.md year: N/A - addition_method: manual https://tetrate.io/blog: + addition_method: manual ai_summary: Investigates the architectural patterns required to bridge legacy virtual machine workloads with containerized services residing in Kubernetes. Demonstrates how modern service meshes extend their control plane to non-containerized environments @@ -211597,16 +220463,16 @@ https://tetrate.io/blog: v2_locations: - istio.md year: '2021' - addition_method: manual https://tetrate.io/blog/27835-revision-v1: + addition_method: manual content_hash: 7e5c5ce4ada41a2f15a2c2bf6bd1eefbe41a9a880266f634747995748cb9dbb0 health_score: 100.0 last_checked: 1779130495.02792 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://tetrate.io/blog/istio-service-mesh-api-gateway: + addition_method: manual ai_summary: Explores the technical viability and patterns for utilizing Istio's native Ingress Gateway as an API Gateway solution. Covers standard gateway requirements such as rate limiting, request transformation, CORS policy enforcement, and authentication @@ -211630,8 +220496,8 @@ https://tetrate.io/blog/istio-service-mesh-api-gateway: v2_locations: - istio.md year: '2022' - addition_method: manual https://tetrate.io/blog/what-is-istio-and-why-does-kubernetes-need-it: + addition_method: manual ai_summary: Analyzes the complexities of coordinating multiple distinct Kubernetes clusters using a unified Istio service mesh strategy. Focuses on address space translation, cross-cluster routing topology design, and managing service-to-service @@ -211655,8 +220521,8 @@ https://tetrate.io/blog/what-is-istio-and-why-does-kubernetes-need-it: v2_locations: - istio.md year: '2021' - addition_method: manual https://tfsec.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211671,8 +220537,8 @@ https://tfsec.dev: v2_locations: - terraform.md year: N/A - addition_method: manual https://thanos.io: + addition_method: manual content_hash: 219c62699a774f588ee03341da71525707b6db42cb5e213b8bdfd394f01966de description: '' health_score: 100.0 @@ -211688,8 +220554,8 @@ https://thanos.io: v2_locations: - prometheus.md year: N/A - addition_method: manual https://the-awesome-git-cheat-sheet.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211703,8 +220569,8 @@ https://the-awesome-git-cheat-sheet.com: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://the-gigi.github.io/gigi-zone/posts/2024/05/advanced-k8s-scheduling-and-autoscaling: + addition_method: manual content_hash: cc9e1b38801f5c953fa2bdd1d7440a75eb60aa5be8771e301806b489732fe5ee description: '' health_score: 100.0 @@ -211720,8 +220586,8 @@ https://the-gigi.github.io/gigi-zone/posts/2024/05/advanced-k8s-scheduling-and-a v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://the-tech-guy.in/2022/03/08/automating-lamp-config-using-terraform-and-ansible: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211735,8 +220601,8 @@ https://the-tech-guy.in/2022/03/08/automating-lamp-config-using-terraform-and-an v2_locations: - demos.md year: N/A - addition_method: manual https://thebsdbox.co.uk/2020/03/18/Creating-a-Kubernetes-cloud-doesn-t-required-boiling-the-ocean: + addition_method: manual content_hash: 999e2a4d5a480741e5173681e86c2bbfc6b6473d80c1807b7378708e097786d9 description: '' health_score: 100.0 @@ -211752,8 +220618,8 @@ https://thebsdbox.co.uk/2020/03/18/Creating-a-Kubernetes-cloud-doesn-t-required- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://theburningmonk.com/2019/03/making-terraform-and-serverless-framework-work-together: + addition_method: manual content_hash: 00ad5e6fff4a1fff4671264e04f788985dc884c9a389d6e99f3684ab3735ea50 description: '' health_score: 100.0 @@ -211771,8 +220637,8 @@ https://theburningmonk.com/2019/03/making-terraform-and-serverless-framework-wor - terraform.md - serverless.md year: N/A - addition_method: manual https://theburningmonk.com/2019/09/why-you-should-use-temporary-stacks-when-you-do-serverless: + addition_method: manual content_hash: 7977112772689120408240d703cb0e453fdd1ec6aa5d82c42974cdc01a24bdc6 description: '' health_score: 100.0 @@ -211789,8 +220655,8 @@ https://theburningmonk.com/2019/09/why-you-should-use-temporary-stacks-when-you- v2_locations: - serverless.md year: N/A - addition_method: manual https://thechief.io/c/editorial/definitive-kubectl-cheat-sheet: + addition_method: manual content_hash: bcf10304601b540481905be5584c274a08510fc215005ae822693afe1da6e1fd description: '' health_score: 100.0 @@ -211806,8 +220672,8 @@ https://thechief.io/c/editorial/definitive-kubectl-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://thecloudblog.net: + addition_method: manual content_hash: 44428bca0f0da09e8d0dcc4b7f5722d062ef114569c46409cbf9221b6da17fca description: '' health_score: 100.0 @@ -211823,8 +220689,8 @@ https://thecloudblog.net: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thecloudblog.net/lab/kubernetes-container-lifecycle-events-and-hooks: + addition_method: manual content_hash: dbf4f173e783b754a37870425c29fe0a3d9c70d3b155fd375046bc2a1c707e6c description: '' health_score: 100.0 @@ -211840,8 +220706,8 @@ https://thecloudblog.net/lab/kubernetes-container-lifecycle-events-and-hooks: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thecloudblog.net/post/managing-applications-in-kubernetes-with-the-carvel-kapp-controller: + addition_method: manual content_hash: 667bf23db229b202302d8c021c5d545aa4cc185444d8434f1a5b7f70e16771e6 description: '' health_score: 100.0 @@ -211858,8 +220724,8 @@ https://thecloudblog.net/post/managing-applications-in-kubernetes-with-the-carve v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://thedeveloperstory.com/2021/07/12/helm-101-brief-introduction-to-kubernetes-package-manager: + addition_method: manual ai_summary: An ultra-focused 101 guide explaining the core structures of Helm charts. Highlights essential commands and structure conventions to quickly onboard teams. complexity: Beginner @@ -211887,8 +220753,8 @@ https://thedeveloperstory.com/2021/07/12/helm-101-brief-introduction-to-kubernet v2_locations: - helm.md year: N/A - addition_method: manual https://thedevopsblog.co.uk/terraform-cli-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211902,8 +220768,8 @@ https://thedevopsblog.co.uk/terraform-cli-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://thedevopslife.com/kubernetes-gui-lens-ide: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211917,8 +220783,8 @@ https://thedevopslife.com/kubernetes-gui-lens-ide: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://thedigitalprojectmanager.com/es/agile-frente-a-waterfall: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211933,8 +220799,8 @@ https://thedigitalprojectmanager.com/es/agile-frente-a-waterfall: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://thedigitalprojectmanager.com/es/grafico-raci-manera-mas-simple: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211945,8 +220811,8 @@ https://thedigitalprojectmanager.com/es/grafico-raci-manera-mas-simple: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://thedigitalprojectmanager.com/raci-chart-made-simple: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211961,8 +220827,8 @@ https://thedigitalprojectmanager.com/raci-chart-made-simple: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://theengineeringmanager.substack.com/p/how-do-i-progress-to-the-next-level: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -211977,8 +220843,8 @@ https://theengineeringmanager.substack.com/p/how-do-i-progress-to-the-next-level v2_locations: - recruitment.md year: N/A - addition_method: manual https://theforeman.org/2021/01/updating-foreman-inventory-with-system-facts.html: + addition_method: manual content_hash: b030bba9470001d42f0c088adbedae071dcbe30b2dca66464f4571cfa9a8558e description: '' health_score: 100.0 @@ -211989,8 +220855,8 @@ https://theforeman.org/2021/01/updating-foreman-inventory-with-system-facts.html v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://theforeman.org/2021/09/foreman-30-is-here.html: + addition_method: manual content_hash: 666112a9466452b65eef704031ffd466830608f62f40484bccae63a0ea22e7df description: '' health_score: 100.0 @@ -212001,8 +220867,8 @@ https://theforeman.org/2021/09/foreman-30-is-here.html: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://theglitchblog.com/2021/06/17/logging-in-python-using-best-practices: + addition_method: manual content_hash: e8dbab5157f31f7f2752f1222184082bb369bbb324107f6a27c7dca33ebbc151 description: '' health_score: 100.0 @@ -212013,8 +220879,8 @@ https://theglitchblog.com/2021/06/17/logging-in-python-using-best-practices: v1_locations: - docs/python.md year: N/A - addition_method: manual https://theglitchblogcom.wordpress.com/2021/06/17/logging-in-python-using-best-practices: + addition_method: manual content_hash: 0eb2a0b420a2f8b876bc2bace6cc6fe588f14d759659602144a4de97d5967f1d health_score: 100.0 last_checked: 1779130494.984006 @@ -212026,8 +220892,8 @@ https://theglitchblogcom.wordpress.com/2021/06/17/logging-in-python-using-best-p - docs/python.md v2_locations: - python.md - addition_method: manual https://thehackernews.com/2020/06/cryptocurrency-docker-image.html: + addition_method: manual ai_summary: An analytical threat dispatch chronicling how malicious actors injected cryptojacking malware directly into public Docker Hub registries. Highlights the catastrophic operational implications of lack of supply-chain validation processes @@ -212058,8 +220924,8 @@ https://thehackernews.com/2020/06/cryptocurrency-docker-image.html: - devsecops.md - docker.md year: N/A - addition_method: manual https://thehackernews.com/2022/01/microsoft-warns-of-continued-attacks.html: + addition_method: manual ai_summary: Aggregates threat intelligence logs detailing the sustained exploitation profiles targeting unpatched enterprise applications. Highlights why legacy architectural paths remain active targets years after patch releases. @@ -212087,8 +220953,8 @@ https://thehackernews.com/2022/01/microsoft-warns-of-continued-attacks.html: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thehackernews.com/2022/02/new-argo-cd-bug-could-let-hackers-steal.html: + addition_method: manual ai_summary: 'Curator Insight: News analysis of the zero-day path traversal vulnerability in Argo CD''s repository rendering process. Live Grounding: Explores structural exploits where malicious manifests loaded by the server could leak other application @@ -212117,8 +220983,8 @@ https://thehackernews.com/2022/02/new-argo-cd-bug-could-let-hackers-steal.html: v2_locations: - argo.md year: N/A - addition_method: manual https://theithollow.com/2020/05/18/kubernetes-liveness-and-readiness-probes: + addition_method: manual content_hash: 6bfa18185ee6f73d70a8fbeea48755961f27f32fea87afcaf39fd9f83d514ac9 description: '' health_score: 100.0 @@ -212134,8 +221000,8 @@ https://theithollow.com/2020/05/18/kubernetes-liveness-and-readiness-probes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://theketch.io: + addition_method: manual ai_summary: An application delivery tool designed to obscure typical Kubernetes complexity. It allows developers to deploy services using concise structures, eliminating verbose YAML files. @@ -212162,8 +221028,8 @@ https://theketch.io: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://thelinuxnotes.com/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafdrop-commander: + addition_method: manual ai_summary: 'Curator Insight: Deployment tutorial utilizing established community Helm packages. Live Grounding: Guides deployment of a functional Kafka test cluster integrated directly with Kafdrop as a companion visual administration interface.' @@ -212185,8 +221051,8 @@ https://thelinuxnotes.com/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafd v2_locations: - message-queue.md year: '2023' - addition_method: manual https://thelinuxnotes.com/index.php/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafdrop-commander: + addition_method: manual content_hash: 84616fa8265ba6b0d2f8917884d1e5b485872eb5016ba08cdc40f39f43ac8e12 description: '' health_score: 100.0 @@ -212197,8 +221063,8 @@ https://thelinuxnotes.com/index.php/how-to-deploy-kafka-in-kubernetes-with-helm- v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://thenewstack.io: + addition_method: manual content_hash: ca4e866c0df290825a9829872d96763fb5252d9755d04077fb327d511fba880b health_score: 100.0 last_checked: 1779130494.921541 @@ -212210,8 +221076,8 @@ https://thenewstack.io: - docs/databases.md v2_locations: - databases.md - addition_method: manual https://thenewstack.io/10-cloud-deficiencies-you-should-know: + addition_method: manual content_hash: ffbccef578b910a6f67299142920731dacfd348ee1ee3bed966c04424c7da1c6 description: '' health_score: 100.0 @@ -212221,8 +221087,8 @@ https://thenewstack.io/10-cloud-deficiencies-you-should-know: title: 10 Cloud Deficiencies You Should Know v1_locations: [] year: N/A - addition_method: manual https://thenewstack.io/10-steps-to-a-successful-kubernetes-technical-transformation: + addition_method: manual content_hash: 01051dee39c7fc5653e646868eae8b07e7d186b1447b88def376f4d9cbd8c73e description: '' health_score: 100.0 @@ -212239,8 +221105,8 @@ https://thenewstack.io/10-steps-to-a-successful-kubernetes-technical-transformat v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/10-steps-to-simplify-your-devsecops: + addition_method: manual ai_summary: 'Presents a pragmatic, ten-step plan designed to streamline DevSecOps pipelines and avoid tool alert fatigue. Contrast: Curator Insight details manual checklist integrations, while Live Grounding proves that adopting automated ''Golden @@ -212268,8 +221134,8 @@ https://thenewstack.io/10-steps-to-simplify-your-devsecops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/12-critical-kubernetes-health-conditions-you-need-to-monitor: + addition_method: manual ai_summary: Compiles 12 critical cluster health indicators that platform engineers should monitor. Covers specific warning metrics like CrashLoopBackOff, disk pressure thresholds, and API server request latency bounds. @@ -212296,8 +221162,8 @@ https://thenewstack.io/12-critical-kubernetes-health-conditions-you-need-to-moni v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://thenewstack.io/3-habits-of-highly-successful-devops-teams: + addition_method: manual content_hash: df4a314294e1bcadb93417e2893315baf812fe1a131dec26c5710c2416981a1d description: '' health_score: 100.0 @@ -212313,8 +221179,8 @@ https://thenewstack.io/3-habits-of-highly-successful-devops-teams: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/3-key-configuration-challenges-for-kubernetes-monitoring-with-prometheus: + addition_method: manual content_hash: ba31b8375645dae9e7778bfc625b59efb93e1d96da415623ec53b4c25d92612f description: '' health_score: 100.0 @@ -212331,8 +221197,8 @@ https://thenewstack.io/3-key-configuration-challenges-for-kubernetes-monitoring- v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing: + addition_method: manual content_hash: 84c80946d7e99e65bbbc385ff270b4ca51bce7532c6ab31917b22bc30dcb9521 description: '' health_score: 100.0 @@ -212344,8 +221210,8 @@ https://thenewstack.io/3-reasons-why-you-cant-afford-to-ignore-cloud-native-comp v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines: + addition_method: manual ai_summary: 'Curator Insight: Practical deep dive into automating regression testing, canary rollouts, and feedback. Live Grounding: Assesses the impact of AI-driven validation on mitigating manual deployment verification bottlenecks. Highly relevant @@ -212373,8 +221239,8 @@ https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines: v2_locations: - cicd.md year: N/A - addition_method: manual https://thenewstack.io/30-pull-requests-later-prometheus-memory-use-is-cut-in-half: + addition_method: manual content_hash: 2535e408f9baf4ec3fcfab0b2645e4ecdf9cdd68b1c2d156f797a0025441a0a5 description: '' health_score: 100.0 @@ -212391,8 +221257,8 @@ https://thenewstack.io/30-pull-requests-later-prometheus-memory-use-is-cut-in-ha v2_locations: - prometheus.md year: N/A - addition_method: manual https://thenewstack.io/4-essential-tools-for-protecting-apis-and-web-applications: + addition_method: manual content_hash: 566db0068cf55926be9a87a10c6b7468d696dab35f6595fcfea801a4b2e0e963 description: '' health_score: 100.0 @@ -212408,8 +221274,8 @@ https://thenewstack.io/4-essential-tools-for-protecting-apis-and-web-application v2_locations: - api.md year: N/A - addition_method: manual https://thenewstack.io/4-reasons-your-cloud-operations-need-a-finops-team: + addition_method: manual content_hash: 466ffd859cb3773985805ccb273d1f4c5180a52ffb62be02d9af321518cbca0c description: '' health_score: 100.0 @@ -212425,8 +221291,8 @@ https://thenewstack.io/4-reasons-your-cloud-operations-need-a-finops-team: v2_locations: - finops.md year: N/A - addition_method: manual https://thenewstack.io/4-ways-to-run-kubernetes-in-production: + addition_method: manual content_hash: f8a972e6cf3565deec5373d8665e657c05e7a834fcc60bfa0282e3d552a8f9ba description: '' health_score: 100.0 @@ -212442,8 +221308,8 @@ https://thenewstack.io/4-ways-to-run-kubernetes-in-production: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/5-best-practices-for-configuring-kubernetes-pods-running-in-production: + addition_method: manual content_hash: 50d2b1f3a287cc3f514c266b195d88a8d4b73eaedc4cecadb66e75292c430847 description: '' health_score: 100.0 @@ -212460,8 +221326,8 @@ https://thenewstack.io/5-best-practices-for-configuring-kubernetes-pods-running- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/5-best-practices-to-back-up-kubernetes: + addition_method: manual content_hash: cd8d21d727a14a59a8cfdd63f3b391de755bb8f7b12e9213a76c4d02209bb965 description: '' health_score: 100.0 @@ -212479,8 +221345,8 @@ https://thenewstack.io/5-best-practices-to-back-up-kubernetes: - kubernetes-backup-migrations.md - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://thenewstack.io/5-cloud-automation-tips-for-developers-and-devops: + addition_method: manual content_hash: 1c3295e01249e0590c3c19ad773b5a6738f36ba2a104da16fd20eba005dece65 description: '' health_score: 100.0 @@ -212496,8 +221362,8 @@ https://thenewstack.io/5-cloud-automation-tips-for-developers-and-devops: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/5-cloud-native-trends-to-watch-out-for-in-2022: + addition_method: manual content_hash: ac40a3388b714913fb38c2e1d85f468bb13e33753b3efc40b7ca083d6c1ee623 description: '' health_score: 100.0 @@ -212513,8 +221379,8 @@ https://thenewstack.io/5-cloud-native-trends-to-watch-out-for-in-2022: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/5-essential-tips-to-manage-kubernetes-costs: + addition_method: manual content_hash: 78b1214e4c3b5a90fbe91492fc3a12503a38da0f4883f71532b7e68f2ba635a0 description: '' health_score: 100.0 @@ -212530,8 +221396,8 @@ https://thenewstack.io/5-essential-tips-to-manage-kubernetes-costs: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/5-expensive-kubernetes-cost-traps-and-how-to-deal-with-them: + addition_method: manual content_hash: fabab7f00da6f91e21316a0d2c65b117da8f3a90d744edd8bc38faee87c4e422 description: '' health_score: 100.0 @@ -212547,8 +221413,8 @@ https://thenewstack.io/5-expensive-kubernetes-cost-traps-and-how-to-deal-with-th v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/5-lessons-for-building-a-platform-as-a-product: + addition_method: manual content_hash: dc5d8b3d4b40f64a85dcbca1fb0013d2d1526b5f644e9e9b523a6be3b0c486fb description: '' health_score: 100.0 @@ -212564,8 +221430,8 @@ https://thenewstack.io/5-lessons-for-building-a-platform-as-a-product: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/5-misconceptions-about-devsecops: + addition_method: manual ai_summary: 'Deconstructs five persistent industry myths, such as ''security slows development down'' or ''DevSecOps is just automation tools''. Contrast: Curator Insight analyzes simple organizational conflicts, while Live Grounding proves @@ -212594,8 +221460,8 @@ https://thenewstack.io/5-misconceptions-about-devsecops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/5-things-developers-need-to-know-about-kubernetes-management: + addition_method: manual content_hash: 88d489aabd8feb35fcedf1a01390c36ae01f85a62ef04b1da1a9ece84a586496 description: '' health_score: 100.0 @@ -212611,8 +221477,8 @@ https://thenewstack.io/5-things-developers-need-to-know-about-kubernetes-managem v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/5-ways-to-succeed-with-an-api-gateway: + addition_method: manual content_hash: 5eaa4be09ae5489184b8be9e2a3764de586de20aed9cf0a3324dfdc9ad66bbf9 description: '' health_score: 100.0 @@ -212628,8 +221494,8 @@ https://thenewstack.io/5-ways-to-succeed-with-an-api-gateway: v2_locations: - api.md year: N/A - addition_method: manual https://thenewstack.io/6-kubernetes-best-practices-to-empower-devs-to-troubleshoot: + addition_method: manual content_hash: 70dd055244eb0fb50be05bd3565488bb84a706b2ebf84602a1822951ec30ad2a description: '' health_score: 100.0 @@ -212645,8 +221511,8 @@ https://thenewstack.io/6-kubernetes-best-practices-to-empower-devs-to-troublesho v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://thenewstack.io/6-kubernetes-security-best-practices: + addition_method: manual ai_summary: 'Curator Insight: Conceptual breakdown of the six pillars of native Kubernetes security. Live Grounding: Distills complicated architectures into six action items (e.g., container isolation, CIS benchmarks) for fast-growing engineering @@ -212674,8 +221540,8 @@ https://thenewstack.io/6-kubernetes-security-best-practices: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/7-benefits-of-testing-in-isolation: + addition_method: manual content_hash: 0ae1c765c8282610fe03fed56c920af8b1852935954f4cc40431a1c0495a22f3 description: '' health_score: 100.0 @@ -212691,8 +221557,8 @@ https://thenewstack.io/7-benefits-of-testing-in-isolation: v2_locations: - qa.md year: N/A - addition_method: manual https://thenewstack.io/7-best-practices-to-build-and-maintain-resilient-applications-and-infrastructure: + addition_method: manual content_hash: b37bf3e346b2206eb5895f42084e6129299c0f1830cacbaee2fae8d491fbcc84 description: '' health_score: 100.0 @@ -212709,8 +221575,8 @@ https://thenewstack.io/7-best-practices-to-build-and-maintain-resilient-applicat v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/7-features-that-make-kubernetes-ideal-for-ci-cd: + addition_method: manual ai_summary: Highlights seven architectural capabilities inherent to Kubernetes—such as container sandboxing, elastic horizontal scaling, declarative state enforcement, and robust service discovery—that make it the ideal runtime engine for executing @@ -212738,8 +221604,8 @@ https://thenewstack.io/7-features-that-make-kubernetes-ideal-for-ci-cd: v2_locations: - cicd.md year: N/A - addition_method: manual https://thenewstack.io/7-must-have-python-tools-for-ml-devs-and-data-scientists: + addition_method: manual content_hash: 9e9b3ce0b80ee4eb43087dee68ead88e2b9926ee2fbe90d9a617f96c69773f78 description: '' health_score: 100.0 @@ -212756,8 +221622,8 @@ https://thenewstack.io/7-must-have-python-tools-for-ml-devs-and-data-scientists: v2_locations: - mlops.md year: N/A - addition_method: manual https://thenewstack.io/7-tips-for-cutting-down-your-aws-kubernetes-bill: + addition_method: manual content_hash: 604f614325eec99b32ccf5911cd846aae2f7807e31fd1e2ead0757539cd42665 description: '' health_score: 100.0 @@ -212768,8 +221634,8 @@ https://thenewstack.io/7-tips-for-cutting-down-your-aws-kubernetes-bill: v1_locations: - docs/aws-pricing.md year: N/A - addition_method: manual https://thenewstack.io/a-better-way-to-provision-kubernetes-using-terraform: + addition_method: manual content_hash: 2080f281bf626e20fd4225494a15d3c2ea1b056db815520704b89aafefdad79e description: '' health_score: 100.0 @@ -212785,8 +221651,8 @@ https://thenewstack.io/a-better-way-to-provision-kubernetes-using-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://thenewstack.io/a-case-for-databases-on-kubernetes-from-a-former-skeptic: + addition_method: manual content_hash: f4ea568b84a7e5edff47374626ef48827e2cfec17fa82a67fa36c2f2c63555a3 description: '' health_score: 100.0 @@ -212802,8 +221668,8 @@ https://thenewstack.io/a-case-for-databases-on-kubernetes-from-a-former-skeptic: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/a-deep-dive-into-architecting-a-kubernetes-infrastructure: + addition_method: manual content_hash: 96483019b5473777041c42228fed6416d0a7b90c912b24a9f5cad80b5b1bd0a8 description: '' health_score: 100.0 @@ -212819,8 +221685,8 @@ https://thenewstack.io/a-deep-dive-into-architecting-a-kubernetes-infrastructure v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/a-deep-dive-into-the-security-of-iam-in-aws: + addition_method: manual content_hash: c06a0e248e53ab274e8a07aa560f0af305af5f33fcd09eb0057bdc57d8520347 description: '' health_score: 100.0 @@ -212836,8 +221702,8 @@ https://thenewstack.io/a-deep-dive-into-the-security-of-iam-in-aws: v2_locations: - aws-security.md year: N/A - addition_method: manual https://thenewstack.io/a-digital-transformation-journey-in-the-banking-sector: + addition_method: manual content_hash: d05d9e8c1962223c0e35830673bf3d43e52344647b8e377c26a7afbe4c8b47d2 description: '' health_score: 100.0 @@ -212853,8 +221719,8 @@ https://thenewstack.io/a-digital-transformation-journey-in-the-banking-sector: v2_locations: - api.md year: N/A - addition_method: manual https://thenewstack.io/a-guide-to-running-stateful-applications-in-kubernetes: + addition_method: manual content_hash: b3f2fda82ac0983c16ef007ead6e4317d457bb1d52af6868425dc9b36b605b33 description: '' health_score: 100.0 @@ -212870,8 +221736,8 @@ https://thenewstack.io/a-guide-to-running-stateful-applications-in-kubernetes: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/a-kubernetes-documentary-shares-googles-open-source-story: + addition_method: manual content_hash: ac522a4f8ad08cb9ca32cb47ac0b46def9f2626c64d03209285f96e8d34f5f0c description: '' health_score: 100.0 @@ -212881,8 +221747,8 @@ https://thenewstack.io/a-kubernetes-documentary-shares-googles-open-source-story title: A Kubernetes Documentary Shares Google’s Open Source Story v1_locations: [] year: N/A - addition_method: manual https://thenewstack.io/a-look-at-gitops-for-the-modern-enterprise: + addition_method: manual content_hash: 4869bb94206c8b6d68e41a6e05a6901c48ba832883a10bb4c1d4ef70cd73db5f description: '' health_score: 100.0 @@ -212898,8 +221764,8 @@ https://thenewstack.io/a-look-at-gitops-for-the-modern-enterprise: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/a-new-kubernetes-edge-architecture: + addition_method: manual content_hash: 0bc2fb9a3ea61332a0b26831ee7b586eb6075ff8b56a3bbde5eac2faa29fb732 description: '' health_score: 100.0 @@ -212915,8 +221781,8 @@ https://thenewstack.io/a-new-kubernetes-edge-architecture: v2_locations: - edge-computing.md year: N/A - addition_method: manual https://thenewstack.io/a-platform-for-kubernetes: + addition_method: manual content_hash: c0520caea7a942f69848581b93b258511b2580f24f9924a61b8f8fea7777f765 description: '' health_score: 100.0 @@ -212932,8 +221798,8 @@ https://thenewstack.io/a-platform-for-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd: + addition_method: manual ai_summary: A technical comparison of the security profiles of Docker, CRI-O, and Containerd. It analyzes attack surfaces, runtime privilege enforcement, and performance implications of container-runtime interfaces (CRI) within enterprise Kubernetes @@ -212961,8 +221827,8 @@ https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/accelerate-kubernetes-adoption-with-a-service-mesh: + addition_method: manual content_hash: 2727feb5c2877f8387a73dac472fec99a85ac72fb7e0ec83601a2ceb2f91db34 description: '' health_score: 100.0 @@ -212978,8 +221844,8 @@ https://thenewstack.io/accelerate-kubernetes-adoption-with-a-service-mesh: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/achieve-gitops-on-day-one-with-iac-automation: + addition_method: manual content_hash: 2da93d0579d5a43d789621ca0f82ae3170885bcc4604de7b3a67b833ef9f9b62 description: '' health_score: 100.0 @@ -212995,8 +221861,8 @@ https://thenewstack.io/achieve-gitops-on-day-one-with-iac-automation: v2_locations: - iac.md year: N/A - addition_method: manual https://thenewstack.io/advanced-kubernetes-namespace-management-with-the-postgresql-operator: + addition_method: manual content_hash: 98e00f830779f955970966cbcdb0d8c6fa369f5236e5ad97ff3c6d8a7ad43732 description: '' health_score: 100.0 @@ -213013,8 +221879,8 @@ https://thenewstack.io/advanced-kubernetes-namespace-management-with-the-postgre v2_locations: - crunchydata.md year: N/A - addition_method: manual https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for-batch-jobs: + addition_method: manual ai_summary: An analytical report outlining AWS upgrades focused on optimizing EKS for high-performance computing (HPC) and batch processing tasks. It explores the native integrations with Karpenter and AWS Batch, aimed at resolving historical @@ -213044,8 +221910,8 @@ https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/an-introduction-to-awk: + addition_method: manual ai_summary: An accessible, introductory guide to understanding AWK's record-and-field paradigm. Covers basic structure blocks, built-in variables, and rapid command-line pattern matching. @@ -213073,8 +221939,8 @@ https://thenewstack.io/an-introduction-to-awk: v2_locations: - linux.md year: N/A - addition_method: manual https://thenewstack.io/anchore-scan-your-container-images-for-vulnerabilities-from-the-command-line: + addition_method: manual ai_summary: Explores Anchore's Command-Line Interface (CLI) for scanning local container images. Details scanning processes, vulnerability database queries, and integrating localized image validation into the earliest steps of developer code loops. @@ -213103,8 +221969,8 @@ https://thenewstack.io/anchore-scan-your-container-images-for-vulnerabilities-fr v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/apisix-an-open-source-api-gateway-for-microservices: + addition_method: manual content_hash: 29befde366a6caaa8a8370d91cdbd1aac72f9c35d8c3ff76b53a0cc14efc22cd description: '' health_score: 100.0 @@ -213120,8 +221986,8 @@ https://thenewstack.io/apisix-an-open-source-api-gateway-for-microservices: v2_locations: - developerportals.md year: N/A - addition_method: manual https://thenewstack.io/app-modernization-5-tips-when-migrating-to-kubernetes: + addition_method: manual content_hash: f8801d432a2ff59f7bb7251eb9c4368b2cbbb1756c2d61b60c5fab49d168464e description: '' health_score: 100.0 @@ -213137,8 +222003,8 @@ https://thenewstack.io/app-modernization-5-tips-when-migrating-to-kubernetes: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/application-deployment-is-faster-with-gitops: + addition_method: manual content_hash: 0d0b1ce62452b58d77b3dc125276713fc9acf6b7465fae43f511647ae2fa22c0 description: '' health_score: 100.0 @@ -213154,8 +222020,8 @@ https://thenewstack.io/application-deployment-is-faster-with-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/applied-gitops-with-argocd: + addition_method: manual ai_summary: A detailed operational study of applied GitOps. Discusses directory designs, environment divisions, and secrets management when deploying production containers using Argo CD. @@ -213182,8 +222048,8 @@ https://thenewstack.io/applied-gitops-with-argocd: v2_locations: - argo.md year: N/A - addition_method: manual https://thenewstack.io/applying-basic-vs-advanced-monitoring-techniques: + addition_method: manual content_hash: 0f657fa96203165124529d0ff38597a423c6d9c4a3fb911f54000262091f8caa description: '' health_score: 100.0 @@ -213199,8 +222065,8 @@ https://thenewstack.io/applying-basic-vs-advanced-monitoring-techniques: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/applying-kubernetes-security-best-practices-to-helm-charts: + addition_method: manual ai_summary: A highly recommended security framework guide highlighting practices such as enforcing non-root execution, defining CPU/Memory limits, and utilizing RBAC minimal privileges within Helm manifests. It bridges the gap between raw @@ -213229,8 +222095,8 @@ https://thenewstack.io/applying-kubernetes-security-best-practices-to-helm-chart v2_locations: - helm.md year: N/A - addition_method: manual https://thenewstack.io/are-cloud-based-ides-the-future-of-software-engineering: + addition_method: manual content_hash: e25fcd1bc991fab40473a484d87516cf5b3f8f1eb9a8bca5024dcc34c30d6caf description: '' health_score: 100.0 @@ -213246,8 +222112,8 @@ https://thenewstack.io/are-cloud-based-ides-the-future-of-software-engineering: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-software: + addition_method: manual ai_summary: 'Curator Insight: Critiques monolithic, bloated pipeline scripts that aggregate multiple team steps. Live Grounding: Details the benefits of decentralized, modular microservice pipelines that deploy independently. Highly relevant for @@ -213275,8 +222141,8 @@ https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-soft v2_locations: - cicd.md year: N/A - addition_method: manual https://thenewstack.io/asyncapi-could-be-the-default-api-format-for-event-driven-architectures: + addition_method: manual content_hash: c3a95ca1de75943a5fafa85b9191f9dca95717b34ca3b04748ab5a4eeaec178e description: '' health_score: 100.0 @@ -213293,8 +222159,8 @@ https://thenewstack.io/asyncapi-could-be-the-default-api-format-for-event-driven v2_locations: - api.md year: N/A - addition_method: manual https://thenewstack.io/automate-user-satisfaction-with-this-gitops-friendly-spec-for-service-level-objectives: + addition_method: manual ai_summary: Details how declarative, GitOps-friendly schemas can be used to manage Service Level Objectives alongside primary code repositories. Grounding shows how treating SLO configs as code assets allows CI/CD systems to continuously audit @@ -213323,8 +222189,8 @@ https://thenewstack.io/automate-user-satisfaction-with-this-gitops-friendly-spec v2_locations: - sre.md year: N/A - addition_method: manual https://thenewstack.io/automating-retry-for-failed-terraform-launches: + addition_method: manual content_hash: b8bedc071a0a6cac3dcb2ebdb856ad4348010978fae9e3d00a4868a418e25bbd description: '' health_score: 100.0 @@ -213340,8 +222206,8 @@ https://thenewstack.io/automating-retry-for-failed-terraform-launches: v2_locations: - terraform.md year: N/A - addition_method: manual https://thenewstack.io/automation-is-no-silver-bullet-3-keys-for-scaling-success: + addition_method: manual content_hash: db146b89a8ef18121c11fe4e7ab153fc908257aa2affb5ed0284c0f19eede917 description: '' health_score: 100.0 @@ -213357,8 +222223,8 @@ https://thenewstack.io/automation-is-no-silver-bullet-3-keys-for-scaling-success v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurations-in-build-time: + addition_method: manual ai_summary: An in-depth guide on detecting common AWS misconfigurations (unencrypted S3 buckets, open security groups) at build-time using Static Application Security Testing (SAST). Grounding proves that shifting safety checks into developer pipelines @@ -213387,8 +222253,8 @@ https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurat v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://thenewstack.io/avoiding-the-pitfalls-of-multitenancy-in-kubernetes: + addition_method: manual content_hash: 318f903b6a06b3182dafe6004cdf0fe9267e1c10646ef4968639dbfce87471bc description: '' health_score: 100.0 @@ -213404,8 +222270,8 @@ https://thenewstack.io/avoiding-the-pitfalls-of-multitenancy-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/aws-open-sources-security-tools: + addition_method: manual ai_summary: Examines AWS open-source tooling releases aimed at verifying IAM compliance, network security barriers, and container boundaries. Helps cloud architects detect misconfigurations before deployment into live AWS production. @@ -213432,8 +222298,8 @@ https://thenewstack.io/aws-open-sources-security-tools: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/azure-kubernetes-service-replaces-docker-with-containerd: + addition_method: manual content_hash: 8996cedae868ee95ac744e50a0f219a981fe5f24263d345b864aca84bbc2db06 description: '' health_score: 100.0 @@ -213449,8 +222315,8 @@ https://thenewstack.io/azure-kubernetes-service-replaces-docker-with-containerd: v2_locations: - azure.md year: N/A - addition_method: manual https://thenewstack.io/bad-news-for-cloud-computing-openstack-use-plummets-and-discounts-dry-up: + addition_method: manual ai_summary: An industry analysis highlighting the decline in OpenStack adoption and the shifting pricing structures of public cloud alternatives. It serves as historical context for private vs. public cloud infrastructure dynamics and cost-efficiency @@ -213479,8 +222345,8 @@ https://thenewstack.io/bad-news-for-cloud-computing-openstack-use-plummets-and-d v2_locations: - private-cloud-solutions.md year: N/A - addition_method: manual https://thenewstack.io/best-practices-for-deploying-jaeger-on-kubernetes-in-production: + addition_method: manual content_hash: 66560553ccb11c2a8cb3ff4d3015a34a5c7b8e8ffb8210bfdf6c0bb4d06c04e9 description: '' health_score: 100.0 @@ -213491,8 +222357,8 @@ https://thenewstack.io/best-practices-for-deploying-jaeger-on-kubernetes-in-prod v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://thenewstack.io/best-practices-for-securely-setting-up-a-kubernetes-cluster: + addition_method: manual ai_summary: A practical setup guide focusing on initial bootstrap security for self-managed Kubernetes. It emphasizes disabling default service accounts, enabling TLS for all communications, and using SSH bastions for control-plane access. @@ -213519,8 +222385,8 @@ https://thenewstack.io/best-practices-for-securely-setting-up-a-kubernetes-clust v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/best-practices-to-optimize-infrastructure-monitoring-within-devops-teams: + addition_method: manual content_hash: fe1f49101d58d61b1415aceea19a15b3b387bb78b8c284054ab0aaa343078739 description: '' health_score: 100.0 @@ -213537,8 +222403,8 @@ https://thenewstack.io/best-practices-to-optimize-infrastructure-monitoring-with v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/better-together-hyper-converged-kubernetes-with-terraform: + addition_method: manual content_hash: b0828807e8ec46fb06d1fe779a21a10a930e9b8fa827305baeb78c326caddde9 description: '' health_score: 100.0 @@ -213554,8 +222420,8 @@ https://thenewstack.io/better-together-hyper-converged-kubernetes-with-terraform v2_locations: - terraform.md year: N/A - addition_method: manual https://thenewstack.io/beyond-block-and-file-cosi-enables-object-storage-in-kubernetes: + addition_method: manual content_hash: 6c44aa8f5133557ba76dd4cb945185eb28d091f384be3023260bebbd0c22ff94 description: '' health_score: 100.0 @@ -213572,8 +222438,8 @@ https://thenewstack.io/beyond-block-and-file-cosi-enables-object-storage-in-kube v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/beyond-the-quickstart-running-apache-kafka-as-a-service-on-kubernetes: + addition_method: manual ai_summary: Provides architectural guidelines on hosting stable, production-grade Apache Kafka clusters on Kubernetes. Explores state persistence requirements, advanced container network setups, and operational recovery pipelines. @@ -213601,8 +222467,8 @@ https://thenewstack.io/beyond-the-quickstart-running-apache-kafka-as-a-service-o v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/breaking-serverless-on-purpose-with-chaos-engineering: + addition_method: manual content_hash: 36b1ff1e03a0a5899057a827030f6aeb7fa1ebcbbeaecbd278b2e37cbd19fd3e description: '' health_score: 100.0 @@ -213618,8 +222484,8 @@ https://thenewstack.io/breaking-serverless-on-purpose-with-chaos-engineering: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://thenewstack.io/bridgecrew-all-these-misconfigured-terraform-modules-are-a-security-issue: + addition_method: manual content_hash: 72e3c6ef50f59b82d7650bdbe9868b006ac8aeb5f25cdd6a244d02c729707fa8 description: '' health_score: 100.0 @@ -213635,8 +222501,8 @@ https://thenewstack.io/bridgecrew-all-these-misconfigured-terraform-modules-are- v2_locations: - terraform.md year: N/A - addition_method: manual https://thenewstack.io/build-a-serverless-api-with-aws-gateway-and-lambda: + addition_method: manual content_hash: 4aa5955a1b11a760bc36fd011d635a147c6fc9940d27629f879acf2b522e4560 description: '' health_score: 100.0 @@ -213652,8 +222518,8 @@ https://thenewstack.io/build-a-serverless-api-with-aws-gateway-and-lambda: v2_locations: - serverless.md year: N/A - addition_method: manual https://thenewstack.io/camel-k-brings-apache-camel-to-kubernetes-for-event-driven-architectures: + addition_method: manual ai_summary: A comprehensive review of Camel K's architecture, analyzing its integration with Knative and Kubernetes-native messaging patterns. It describes how Camel K reduces traditional ESB resource consumption to support high-density container @@ -213683,8 +222549,8 @@ https://thenewstack.io/camel-k-brings-apache-camel-to-kubernetes-for-event-drive v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/can-you-gitops-your-apis: + addition_method: manual content_hash: 8f7b232cd1c96570f9c0c01847ed41192ec59c1a765cf3d81f08b7881f5ac283 description: '' health_score: 100.0 @@ -213700,8 +222566,8 @@ https://thenewstack.io/can-you-gitops-your-apis: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/category/kubernetes: + addition_method: manual content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3 description: '' health_score: 100.0 @@ -213713,8 +222579,8 @@ https://thenewstack.io/category/kubernetes: - docs/devops.md - docs/kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/challenging-the-myth-that-programming-careers-end-at-40: + addition_method: manual ai_summary: An insightful editorial examining age biases within software engineering. It provides engineers with guidance on professional growth, architectural paths, and modern skill building. @@ -213742,8 +222608,8 @@ https://thenewstack.io/challenging-the-myth-that-programming-careers-end-at-40: v2_locations: - recruitment.md year: N/A - addition_method: manual https://thenewstack.io/chaos-engineering-is-not-just-for-ops: + addition_method: manual content_hash: 7b1f34b7cd88c003450275a2bc1f3605d5968e9637ae14fc68d231d9eafea33a description: '' health_score: 100.0 @@ -213759,8 +222625,8 @@ https://thenewstack.io/chaos-engineering-is-not-just-for-ops: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://thenewstack.io/chaos-engineering-made-simple: + addition_method: manual content_hash: ffad76973fdcfa483df8f34b67250344e97bea14ec6f0f1d20949333df79feae description: '' health_score: 100.0 @@ -213776,8 +222642,8 @@ https://thenewstack.io/chaos-engineering-made-simple: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://thenewstack.io/chaos-engineering-progressively-moves-to-production: + addition_method: manual content_hash: 6f2beaeac4415186285142c62d6611b7368a81b0d3d620de2a88867dc7af20c5 description: '' health_score: 100.0 @@ -213793,8 +222659,8 @@ https://thenewstack.io/chaos-engineering-progressively-moves-to-production: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://thenewstack.io/choosing-between-container-native-and-container-ready-storage: + addition_method: manual ai_summary: 'Curator Insight: Demystifies cloud-native storage interfaces (CSI), comparing storage systems designed natively for Kubernetes with legacy storage adaptions. Live Grounding: Key guide for cloud architects evaluating storage performance, @@ -213824,8 +222690,8 @@ https://thenewstack.io/choosing-between-container-native-and-container-ready-sto v2_locations: - faq.md year: N/A - addition_method: manual https://thenewstack.io/ci-checks-are-not-enough-combat-configuration-drift-in-kubernetes-resources: + addition_method: manual ai_summary: Explores why traditional pre-commit and CI validation checks fail to prevent configuration drift in live Kubernetes clusters. Advocates for a combined GitOps approach pairing continuous drift detection loops (such as Argo CD or Flux) @@ -213853,8 +222719,8 @@ https://thenewstack.io/ci-checks-are-not-enough-combat-configuration-drift-in-ku v2_locations: - cicd.md year: N/A - addition_method: manual https://thenewstack.io/ci-observability-for-effective-change-management: + addition_method: manual content_hash: 237de0524929938648bad04c1d435ec1fa92c41a82bdb923bfbe75008bcc376e description: '' health_score: 100.0 @@ -213870,8 +222736,8 @@ https://thenewstack.io/ci-observability-for-effective-change-management: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/cloud-bill-risks-of-aws-reserved-instances-and-savings-plans: + addition_method: manual content_hash: 2eafdc68c39a50d7de4b5fdd7e998c672aad00a4482ac9bf998e14aff817609d description: '' health_score: 100.0 @@ -213887,8 +222753,8 @@ https://thenewstack.io/cloud-bill-risks-of-aws-reserved-instances-and-savings-pl v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://thenewstack.io/cloud-cost-management-for-devops: + addition_method: manual content_hash: 19dd2baaf0075d36133bb17df3d44b1f84c7bd37d945b154c165fa15038316e5 description: '' health_score: 100.0 @@ -213904,8 +222770,8 @@ https://thenewstack.io/cloud-cost-management-for-devops: v2_locations: - finops.md year: N/A - addition_method: manual https://thenewstack.io/cloud-drift-detection-how-to-resolve-out-of-state-changes: + addition_method: manual content_hash: e5dbe19b02e25e0354e2d84198bccdaad7255222522d647be3380b89caae3939 description: '' health_score: 100.0 @@ -213921,8 +222787,8 @@ https://thenewstack.io/cloud-drift-detection-how-to-resolve-out-of-state-changes v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/cloud-engineers-try-policy-as-code-to-cure-misconfiguration-woes: + addition_method: manual content_hash: ec1c824f12c527d008f34667cc36bc983551453d97e45718e74fe105e340cce9 description: '' health_score: 100.0 @@ -213939,8 +222805,8 @@ https://thenewstack.io/cloud-engineers-try-policy-as-code-to-cure-misconfigurati v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/cloud-foundry-summit-kubernetes-must-do-better-by-developers: + addition_method: manual content_hash: 1fe6cba7c95fb0cf7d8c83b35169ce70e3c04e577dba9e7176577b18e38fdff2 description: '' health_score: 100.0 @@ -213956,8 +222822,8 @@ https://thenewstack.io/cloud-foundry-summit-kubernetes-must-do-better-by-develop v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/cloud-manager-a-new-multicloud-paas-platform-built-on-kubernetes: + addition_method: manual ai_summary: Examines Cloud Manager, exploring how application platforms use built-in abstraction APIs to provide developer-friendly deployment surfaces without exposing raw cluster manifests. @@ -213984,8 +222850,8 @@ https://thenewstack.io/cloud-manager-a-new-multicloud-paas-platform-built-on-kub v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://thenewstack.io/cloud-native-backups-disaster-recovery-and-migrations-on-kubernetes: + addition_method: manual content_hash: 90afe191da534dd65e1e0780e6bdea982f55ae92acbd2162c6970477d9e718ff description: '' health_score: 100.0 @@ -214002,8 +222868,8 @@ https://thenewstack.io/cloud-native-backups-disaster-recovery-and-migrations-on- v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://thenewstack.io/cloud-native-debugging-challenges-from-local-to-remocal: + addition_method: manual ai_summary: Analyzes the shift from traditional localized debugging strategies to hybrid remote-local ('remocal') setups. Outlines architectural advantages, network constraints, and performance profiles. @@ -214030,8 +222896,8 @@ https://thenewstack.io/cloud-native-debugging-challenges-from-local-to-remocal: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://thenewstack.io/cloud-native-identity-and-access-management-in-kubernetes: + addition_method: manual ai_summary: Examines identity federation, user access management, and internal service-to-service authentication models. Curator insight details mapping cluster roles directly to organizational single sign-on identities. Live grounding indicates that decentralized @@ -214060,8 +222926,8 @@ https://thenewstack.io/cloud-native-identity-and-access-management-in-kubernetes v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/cloud-native/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing: + addition_method: manual content_hash: e4e167addf651dd42a2c3e1d466a5711a72df25c97159d5c81f1e4f5fa4c958f health_score: 100.0 last_checked: 1779130495.02578 @@ -214072,8 +222938,8 @@ https://thenewstack.io/cloud-native/3-reasons-why-you-cant-afford-to-ignore-clou - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://thenewstack.io/cloud-native/the-cloud-native-landscape-platforms-explained: + addition_method: manual content_hash: cdbfc5a5a110a0796d5cc54dc9a7609af27f8836776115e7c94053da0e4c8994 health_score: 100.0 last_checked: 1779130494.974092 @@ -214084,8 +222950,8 @@ https://thenewstack.io/cloud-native/the-cloud-native-landscape-platforms-explain - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://thenewstack.io/cloud-native/the-most-popular-cloud-native-storage-solutions: + addition_method: manual content_hash: 528d4f356f2553e35397d36613ba64e8dc09c5b643ed981cd156d9d7242aef18 health_score: 100.0 last_checked: 1779130494.933067 @@ -214096,8 +222962,8 @@ https://thenewstack.io/cloud-native/the-most-popular-cloud-native-storage-soluti - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://thenewstack.io/cloudian-cto-kubernetes-standardization-key-to-edge: + addition_method: manual content_hash: e0dbbb636593fb924a309edefda1b77b2647a0cfca0d3d746fdf1819ea1f0c6a description: '' health_score: 100.0 @@ -214113,8 +222979,8 @@ https://thenewstack.io/cloudian-cto-kubernetes-standardization-key-to-edge: v2_locations: - edge-computing.md year: N/A - addition_method: manual https://thenewstack.io/cluster-api-offers-a-way-to-manage-multiple-kubernetes-deployments: + addition_method: manual ai_summary: An analysis of the early design goals of Cluster API. It outlines the architectural advantages of treating clusters as managed custom resources within a Kubernetes management cluster, establishing unified fleet control plane patterns. @@ -214141,8 +223007,8 @@ https://thenewstack.io/cluster-api-offers-a-way-to-manage-multiple-kubernetes-de v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://thenewstack.io/cncf-prometheus-agent-could-be-a-game-changer-for-edge: + addition_method: manual content_hash: facfae4f2895ba2845e5fa8e5e4aed5b99404e74d5290bfbb4a18b2e790e15ad description: '' health_score: 100.0 @@ -214158,8 +223024,8 @@ https://thenewstack.io/cncf-prometheus-agent-could-be-a-game-changer-for-edge: v2_locations: - prometheus.md year: N/A - addition_method: manual https://thenewstack.io/cncf-working-group-sets-some-standards-for-gitops: + addition_method: manual content_hash: 6803d1f6cfc28e067dc64608693a50947715949fe565cdac7d82680e09f22f6b description: '' health_score: 100.0 @@ -214175,8 +223041,8 @@ https://thenewstack.io/cncf-working-group-sets-some-standards-for-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/conductor-why-we-migrated-from-kubernetes-to-nomad: + addition_method: manual ai_summary: Conductor's engineering review on migrating core container workloads from Kubernetes to Nomad, outlining significant performance improvements, simplified operations, and reliable scheduling speeds. @@ -214203,8 +223069,8 @@ https://thenewstack.io/conductor-why-we-migrated-from-kubernetes-to-nomad: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://thenewstack.io/configuring-for-high-availability-in-google-cloud-platform: + addition_method: manual content_hash: 5c7791641278d7444fd14453e57882f95abd8db9ba87a88924cb2b0b60bb75d8 description: '' health_score: 100.0 @@ -214220,8 +223086,8 @@ https://thenewstack.io/configuring-for-high-availability-in-google-cloud-platfor v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://thenewstack.io/container-best-practices-what-they-are-and-why-you-should-care: + addition_method: manual content_hash: 64be31de018bb819271f8319517f1bec046eb8a88efcd0cddb0dd9ff4e6bd6bf description: '' health_score: 100.0 @@ -214233,8 +223099,8 @@ https://thenewstack.io/container-best-practices-what-they-are-and-why-you-should v1_locations: - docs/container-managers.md year: N/A - addition_method: manual https://thenewstack.io/container-images-the-easy-way-with-cloud-native-buildpacks: + addition_method: manual content_hash: 9cc9bec59094f869fd9d667c1d67ae69d08dbc6907c31a3ea9a237461e429563 description: '' health_score: 100.0 @@ -214250,8 +223116,8 @@ https://thenewstack.io/container-images-the-easy-way-with-cloud-native-buildpack v2_locations: - docker.md year: N/A - addition_method: manual https://thenewstack.io/containers/container-best-practices-what-they-are-and-why-you-should-care: + addition_method: manual content_hash: 40ae0e565654fa84eee039e4763897ba9de6ae14418fa027f98d0f9e7a13558b health_score: 100.0 last_checked: 1779130495.003881 @@ -214262,8 +223128,8 @@ https://thenewstack.io/containers/container-best-practices-what-they-are-and-why - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://thenewstack.io/containers/how-to-share-data-between-docker-containers: + addition_method: manual content_hash: 851e9064c7cae18148f1c752c22d12d4e0229691414e484111b0cfd686b97b2e health_score: 100.0 last_checked: 1779130495.004673 @@ -214274,8 +223140,8 @@ https://thenewstack.io/containers/how-to-share-data-between-docker-containers: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://thenewstack.io/crossplane-a-kubernetes-control-plane-to-roll-your-own-paas: + addition_method: manual ai_summary: Discusses Crossplane's capability to orchestrate complete Internal Developer Platforms (IDPs). Highlights how custom control planes abstract infrastructure complexity, facilitating developer self-service workflows. @@ -214302,8 +223168,8 @@ https://thenewstack.io/crossplane-a-kubernetes-control-plane-to-roll-your-own-pa v2_locations: - crossplane.md year: N/A - addition_method: manual https://thenewstack.io/culture-vulnerabilities-and-budget-why-devs-and-appsec-disagree: + addition_method: manual ai_summary: Analyzes structural gaps and cultural conflicts within software engineering departments over security ownership. Explains how prioritizing development velocity creates friction with AppSec mandates, recommending collaborative tooling solutions. @@ -214331,8 +223197,8 @@ https://thenewstack.io/culture-vulnerabilities-and-budget-why-devs-and-appsec-di v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/cycle-io-a-container-orchestration-platform-aimed-at-developers: + addition_method: manual ai_summary: An architecture-focused critique of Cycle.io's developer-first approach to container scheduling. Details how its managed API layer automatically handles provisioning, security, and updates across heterogeneous server pools. @@ -214359,8 +223225,8 @@ https://thenewstack.io/cycle-io-a-container-orchestration-platform-aimed-at-deve v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://thenewstack.io/cycle-io-meet-the-team-on-a-mission-to-replace-kubernetes: + addition_method: manual ai_summary: Examines the foundational goals of the Cycle.io team in their effort to reduce the administrative burden of infrastructure deployment. Traces their focus on replacing yaml-heavy configurations with managed container abstractions. @@ -214387,8 +223253,8 @@ https://thenewstack.io/cycle-io-meet-the-team-on-a-mission-to-replace-kubernetes v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://thenewstack.io/data-on-kubernetes-operators-tools-need-standardization: + addition_method: manual content_hash: 20d22d16709d3f5ad25648728f40a5b8f19036296ba7756961e70024f51b013f description: '' health_score: 100.0 @@ -214404,8 +223270,8 @@ https://thenewstack.io/data-on-kubernetes-operators-tools-need-standardization: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/data-on-kubernetes-the-next-frontier: + addition_method: manual content_hash: 9266fb7459515dedaac9efbd050505cc037faf867ab4b148a322c4133b19ae62 description: '' health_score: 100.0 @@ -214421,8 +223287,8 @@ https://thenewstack.io/data-on-kubernetes-the-next-frontier: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/database-as-a-service-a-key-technology-for-agile-growth: + addition_method: manual content_hash: d1ec4db40a36fe7117aecbc80e7bda26a73d26cdb326ccc9153ebf2d54beca5d description: '' health_score: 100.0 @@ -214438,8 +223304,8 @@ https://thenewstack.io/database-as-a-service-a-key-technology-for-agile-growth: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/database-load-balancing-and-the-delusion-of-3-tiered-architecture: + addition_method: manual content_hash: 6fd6c23efa13fbee41563b0ae7580b185d7285e6495c97905953ebd5e8797e6b description: '' health_score: 100.0 @@ -214456,8 +223322,8 @@ https://thenewstack.io/database-load-balancing-and-the-delusion-of-3-tiered-arch v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/databases-finally-get-containerized: + addition_method: manual content_hash: 87cdbb85969afe0c918588dc7f4e552371366a758f8499cb2d892cedac79016f description: '' health_score: 100.0 @@ -214473,8 +223339,8 @@ https://thenewstack.io/databases-finally-get-containerized: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/defend-the-core-kubernetes-security-at-every-layer: + addition_method: manual ai_summary: A practical walkthrough of security layers within a standard Kubernetes deployment stack. It illustrates mapping defensive configurations from container code and pipelines down through the API server and network infrastructure. @@ -214501,8 +223367,8 @@ https://thenewstack.io/defend-the-core-kubernetes-security-at-every-layer: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/defining-a-different-kubernetes-user-interface-for-the-next-decade: + addition_method: manual content_hash: a53d95a49b5ad793186bc5a02828915bd15ab9f3509da71291b518544efd2e71 description: '' health_score: 100.0 @@ -214519,8 +223385,8 @@ https://thenewstack.io/defining-a-different-kubernetes-user-interface-for-the-ne v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/demystifying-distributed-traces-in-opentelemetry: + addition_method: manual content_hash: 349b1469662df81ab44d33673aab2061172ebfc2926f5a34ca062255a07fbba5 description: '' health_score: 100.0 @@ -214536,8 +223402,8 @@ https://thenewstack.io/demystifying-distributed-traces-in-opentelemetry: v2_locations: - prometheus.md year: N/A - addition_method: manual https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8s: + addition_method: manual ai_summary: Outlines the quick process of setting up single or multi-node Kubernetes infrastructures on Ubuntu Server leveraging MicroK8s' native snap packages. Perfect guide for rapid physical hardware staging or home labs. @@ -214564,8 +223430,8 @@ https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8 v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://thenewstack.io/deploy-a-persistent-kubernetes-application-with-portainer: + addition_method: manual content_hash: c809133292f82c51b49a7e3f7f054d22e60b62b8b1b66955a377d5eb784110bf description: '' health_score: 100.0 @@ -214581,8 +223447,8 @@ https://thenewstack.io/deploy-a-persistent-kubernetes-application-with-portainer v2_locations: - docker.md year: N/A - addition_method: manual https://thenewstack.io/deploy-gremlin-to-amazon-eks-using-aws-cloudformation: + addition_method: manual ai_summary: This article demonstrates setting up Gremlin on EKS clusters using AWS CloudFormation templates to bootstrap chaos daemonsets. Discusses using disruption tests to validate real-time alerts and state tracking reliability. @@ -214610,8 +223476,8 @@ https://thenewstack.io/deploy-gremlin-to-amazon-eks-using-aws-cloudformation: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/deploy-microk8s-and-the-kubernetes-dashboard-for-k8s-development: + addition_method: manual ai_summary: Teaches developers how to install MicroK8s on local workstations and spin up the native visual Kubernetes Dashboard. Demonstrates rapid local testing cycles for testing deployment patterns without external cloud dependencies. @@ -214638,8 +223504,8 @@ https://thenewstack.io/deploy-microk8s-and-the-kubernetes-dashboard-for-k8s-deve v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://thenewstack.io/deploy-mongodb-in-a-container-access-it-outside-the-cluster: + addition_method: manual content_hash: f55539a4674514bfda710d196651005e0dce1ab37f25b185f26c4c3acf137734 description: '' health_score: 100.0 @@ -214655,8 +223521,8 @@ https://thenewstack.io/deploy-mongodb-in-a-container-access-it-outside-the-clust v2_locations: - nosql.md year: N/A - addition_method: manual https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker: + addition_method: manual content_hash: fa6fc9b8b7237a0e7193bf9b11190b520a0202ec3e73b02a0cfe4927ec173cea description: '' health_score: 100.0 @@ -214672,8 +223538,8 @@ https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fluxcd: + addition_method: manual content_hash: 6ac318a7148165e2e4cad9d1be5108ec8883e08be6395cfe4c9abe2240cfe361 description: '' health_score: 100.0 @@ -214689,8 +223555,8 @@ https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fl v2_locations: - flux.md year: N/A - addition_method: manual https://thenewstack.io/deploying-microsofts-new-linux-distribution-as-a-vm-is-not-easy: + addition_method: manual content_hash: 76bfc26410ef41e09a40da9ea5f4e90cc0c36a99059a4531e5e90d13f930b1b5 description: '' health_score: 100.0 @@ -214707,8 +223573,8 @@ https://thenewstack.io/deploying-microsofts-new-linux-distribution-as-a-vm-is-no v2_locations: - azure.md year: N/A - addition_method: manual https://thenewstack.io/develop-a-daily-reporting-system-for-chaos-mesh-to-improve-system-resilience: + addition_method: manual content_hash: 5d50943a09404a0cc138b2e3baa8ff3b743ebaea2808182343ef80811daa2270 description: '' health_score: 100.0 @@ -214725,8 +223591,8 @@ https://thenewstack.io/develop-a-daily-reporting-system-for-chaos-mesh-to-improv v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://thenewstack.io/developer-beware-the-3-api-security-risks-you-cant-overlook: + addition_method: manual content_hash: 34c016cf38384f0df3832887b09d44685b9c6917ebd6edd20bb37bb77d0fa16e description: '' health_score: 100.0 @@ -214742,8 +223608,8 @@ https://thenewstack.io/developer-beware-the-3-api-security-risks-you-cant-overlo v2_locations: - api.md year: N/A - addition_method: manual https://thenewstack.io/developers-put-ai-bots-to-the-test-of-writing-code: + addition_method: manual ai_summary: Empirical evaluation measuring code-generation accuracy across popular AI engines. Examines compiler error rates, structural vulnerabilities, and the necessity of developer supervision in AI workflows. @@ -214770,8 +223636,8 @@ https://thenewstack.io/developers-put-ai-bots-to-the-test-of-writing-code: v2_locations: - chatgpt.md year: N/A - addition_method: manual https://thenewstack.io/development-introduction-to-git-logging: + addition_method: manual ai_summary: An exploration of 'git log' configurations, covering formatting flags, filtering by files, authors, or chronological dates, and visualizing commit history graphs in CLI. Enables developers to efficiently track origin patterns of performance @@ -214800,8 +223666,8 @@ https://thenewstack.io/development-introduction-to-git-logging: v2_locations: - git.md year: N/A - addition_method: manual https://thenewstack.io/devops-at-the-crossroads-the-future-of-software-delivery: + addition_method: manual content_hash: cce56ddf81609fcd3e4467a7bcc932c4c707c6227e7b5354d77468c03be0cd41 description: '' health_score: 100.0 @@ -214817,8 +223683,8 @@ https://thenewstack.io/devops-at-the-crossroads-the-future-of-software-delivery: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/devops-burnout-try-platform-engineering: + addition_method: manual content_hash: 78668a1ef2c89dea13b141fc4a59e5751a018ea954eecb3f641d53e494eac3b3 description: '' health_score: 100.0 @@ -214834,8 +223700,8 @@ https://thenewstack.io/devops-burnout-try-platform-engineering: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/devops-devapps-and-the-death-of-infrastructure: + addition_method: manual content_hash: 0285e2d6cc97b13c6db327f69dce12f873ff8d6df470b53b66a610f42d25eb4e description: '' health_score: 100.0 @@ -214851,8 +223717,8 @@ https://thenewstack.io/devops-devapps-and-the-death-of-infrastructure: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/devops-is-fed-by-a-tools-culture-loop: + addition_method: manual ai_summary: Commentary exploring the dynamic intersection between DevOps organizational practices, corporate cultures, and how continuous toolchain feedback loops dictate infrastructure modernization. @@ -214879,8 +223745,8 @@ https://thenewstack.io/devops-is-fed-by-a-tools-culture-loop: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://thenewstack.io/devops-observability-from-code-to-cloud: + addition_method: manual content_hash: b0850f2832795e0c96fc615cf77b6f82faca82883451c091e682d79091b65417 description: '' health_score: 100.0 @@ -214896,8 +223762,8 @@ https://thenewstack.io/devops-observability-from-code-to-cloud: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/devsecops-teams-need-application-consistent-backups-for-kubernetes-workloads: + addition_method: manual content_hash: 80905ec61c480e4f8424a0ecb70da1bc29aab2bf4ab0a8c097d303a2718cf2d0 description: '' health_score: 100.0 @@ -214914,8 +223780,8 @@ https://thenewstack.io/devsecops-teams-need-application-consistent-backups-for-k v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve: + addition_method: manual ai_summary: Explores the design philosophies behind DevSpace. Analyzes how its CLI simplifies multi-component local workflows and standardizes staging configurations. complexity: Beginner @@ -214941,8 +223807,8 @@ https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://thenewstack.io/digitalocean-app-platform-eases-kubernetes-deployments-for-developers: + addition_method: manual content_hash: be672e8068d253314b71418ffa81adb22ef3220b5245cf467201ad08af8d1192 description: '' health_score: 100.0 @@ -214959,8 +223825,8 @@ https://thenewstack.io/digitalocean-app-platform-eases-kubernetes-deployments-fo v2_locations: - digitalocean.md year: N/A - addition_method: manual https://thenewstack.io/disaster-recovery-is-different-for-the-cloud: + addition_method: manual content_hash: b786e1ceb215edf5e65ce7201ef7b2ebb8c30295ccb89bdfab1522efdacfefbb description: '' health_score: 100.0 @@ -214976,8 +223842,8 @@ https://thenewstack.io/disaster-recovery-is-different-for-the-cloud: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/distributed-database-architecture-what-is-it: + addition_method: manual content_hash: e186dfa786761aa3cb79b13e4e85499b8824e50cde5d98ef0152bf19a7ae9c31 description: '' health_score: 100.0 @@ -214993,8 +223859,8 @@ https://thenewstack.io/distributed-database-architecture-what-is-it: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/diving-into-aws-databases-amazon-rds-and-dynamodb-explained: + addition_method: manual ai_summary: Curator Insight compares relational databases (RDS) and non-relational databases (DynamoDB) on AWS. Live Grounding emphasizes the trade-offs of relational constraints and ACID compliance against horizontal scaling and key-value performance. @@ -215022,8 +223888,8 @@ https://thenewstack.io/diving-into-aws-databases-amazon-rds-and-dynamodb-explain v2_locations: - aws-databases.md year: N/A - addition_method: manual https://thenewstack.io/do-i-really-need-kubernetes: + addition_method: manual ai_summary: A candid architectural decision guide evaluating the complexity, overhead, and maintenance costs of adopting Kubernetes. Offers simpler alternative infrastructure paradigms. @@ -215052,8 +223918,8 @@ https://thenewstack.io/do-i-really-need-kubernetes: - kubernetes-alternatives.md - introduction.md year: N/A - addition_method: manual https://thenewstack.io/does-kubernetes-really-perform-better-on-bare-metal-vs-vms: + addition_method: manual content_hash: c15d1d7ec092db5f6b76b19053d2251d4c390bb294dd171b3bfb5f8db280e729 description: '' health_score: 100.0 @@ -215070,8 +223936,8 @@ https://thenewstack.io/does-kubernetes-really-perform-better-on-bare-metal-vs-vm v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/dont-pause-your-kubernetes-adoption-paas-it-instead: + addition_method: manual content_hash: 05fb2a50ad0e306d017e783981160b9c438bf8b106cc9fd08a629428fb949098 description: '' health_score: 100.0 @@ -215087,8 +223953,8 @@ https://thenewstack.io/dont-pause-your-kubernetes-adoption-paas-it-instead: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/ebooks/kubernetes/ci-cd-with-kubernetes: + addition_method: manual ai_summary: An exhaustive technical e-book curated by The New Stack detailing the complete landscape of Kubernetes-native CI/CD. Covers core tooling (Tekton, Argo CD, Flux), pipeline patterns, security implications, and architectural design @@ -215116,8 +223982,8 @@ https://thenewstack.io/ebooks/kubernetes/ci-cd-with-kubernetes: v2_locations: - cicd.md year: N/A - addition_method: manual https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-git: + addition_method: manual ai_summary: 'Curator Insight: Targets the complex challenge of automating database schema evolutionary changes within standard CI/CD. Live Grounding: Explores declarative schema management and migration tooling (Liquidbase, Flyway) running inside pipeline @@ -215145,8 +224011,8 @@ https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-gi v2_locations: - cicd.md year: N/A - addition_method: manual https://thenewstack.io/end-user-tracing-in-a-skywalking-observed-browser: + addition_method: manual content_hash: 16d66ac3dbf3f2683a3a8d2bf2cea953c4cbe90ea1098b0672583e44bc0b25ca description: '' health_score: 100.0 @@ -215157,8 +224023,8 @@ https://thenewstack.io/end-user-tracing-in-a-skywalking-observed-browser: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://thenewstack.io/error-handling-from-backends-to-the-frontend: + addition_method: manual content_hash: 5fa3de62f2c4bfbe0ce8b4d06433e674d027db93bc1e10493610e651d8f23c5a description: '' health_score: 100.0 @@ -215174,8 +224040,8 @@ https://thenewstack.io/error-handling-from-backends-to-the-frontend: v2_locations: - qa.md year: N/A - addition_method: manual https://thenewstack.io/exploring-the-new-kubernetes-maturity-model: + addition_method: manual content_hash: 7b4c78aa77cf53d157be0c88b3566c4e25f57758a1169bb64061b197b0dd6d66 description: '' health_score: 100.0 @@ -215191,8 +224057,8 @@ https://thenewstack.io/exploring-the-new-kubernetes-maturity-model: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/extending-kubernetes-services-with-multi-cluster-services-api: + addition_method: manual content_hash: 88e1f1b991025488fadf51a37a51a5a690d872410b29a5e6e076df214f6f6f6d description: '' health_score: 100.0 @@ -215209,8 +224075,8 @@ https://thenewstack.io/extending-kubernetes-services-with-multi-cluster-services v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/find-vulnerabilities-in-container-images-with-docker-scan: + addition_method: manual ai_summary: A practical exploration of using native container engine scanning capabilities to identify software flaws during the build stage. The article provides a walkthrough of local CLI workflows that help developers patch images before pushing them to @@ -215238,8 +224104,8 @@ https://thenewstack.io/find-vulnerabilities-in-container-images-with-docker-scan v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs: + addition_method: manual content_hash: 272462d22ae20f930d1b4b43e97648311ad3c5e92bd43af4a3342aa10210a099 description: '' health_score: 100.0 @@ -215255,8 +224121,8 @@ https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs: v2_locations: - finops.md year: N/A - addition_method: manual https://thenewstack.io/four-best-practices-to-drive-successful-adoption-of-ci-cd: + addition_method: manual ai_summary: 'Curator Insight: Culture-focused guide outlining change management best practices for migrating to modern deployment patterns. Live Grounding: Focuses on phased migration, building internal developer champions, and utilizing lightweight @@ -215284,8 +224150,8 @@ https://thenewstack.io/four-best-practices-to-drive-successful-adoption-of-ci-cd v2_locations: - cicd.md year: N/A - addition_method: manual https://thenewstack.io/from-devops-to-devapps: + addition_method: manual content_hash: a77d8cdee3398bd433ddcc06bdeae1e50cd0d7bbab34e0749a33553fc42406b4 description: '' health_score: 100.0 @@ -215301,8 +224167,8 @@ https://thenewstack.io/from-devops-to-devapps: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/garden-the-configure-once-kubernetes-platform-for-seamless-dev-prod-integration: + addition_method: manual content_hash: 6138359827ec7deae5180bd8db1920cacf98607503f65131de8825cfce9f4dca description: '' health_score: 100.0 @@ -215319,8 +224185,8 @@ https://thenewstack.io/garden-the-configure-once-kubernetes-platform-for-seamles v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://thenewstack.io/getting-open-policy-agent-up-and-running: + addition_method: manual content_hash: 8b16e6bb5f68ff88ecbec28ebc0bba99e9f3450b148bbeef252cfd8cfecb6375 description: '' health_score: 100.0 @@ -215336,8 +224202,8 @@ https://thenewstack.io/getting-open-policy-agent-up-and-running: v2_locations: - securityascode.md year: N/A - addition_method: manual https://thenewstack.io/getting-started-with-gitops: + addition_method: manual content_hash: d80aa074e0ca2e278adf84606408520a543789ba65f1bccbaddde12a81ecadc8 description: '' health_score: 100.0 @@ -215353,8 +224219,8 @@ https://thenewstack.io/getting-started-with-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/getting-started-with-go-and-influxdb: + addition_method: manual ai_summary: A practical introduction to pushing time-series metrics from Go applications to InfluxDB. Essential for engineering robust observability pipelines inside distributed microservices. @@ -215382,8 +224248,8 @@ https://thenewstack.io/getting-started-with-go-and-influxdb: v2_locations: - golang.md year: N/A - addition_method: manual https://thenewstack.io/git-for-managing-small-projects: + addition_method: manual ai_summary: Explains how lightweight Git workflows can be tailored for single-developer or small-scale applications without the complexity of corporate deployment cycles. Focuses on local branch mechanics, simple staging hygiene, and basic version tracking. @@ -215411,8 +224277,8 @@ https://thenewstack.io/git-for-managing-small-projects: v2_locations: - git.md year: N/A - addition_method: manual https://thenewstack.io/github-copilot-a-powerful-controversial-autocomplete-for-developers: + addition_method: manual content_hash: 5c2afcdd302f4779817c482cb9bad50637c761bd84dff858588fe8c67bc0503e description: '' health_score: 100.0 @@ -215429,8 +224295,8 @@ https://thenewstack.io/github-copilot-a-powerful-controversial-autocomplete-for- v2_locations: - git.md year: N/A - addition_method: manual https://thenewstack.io/gitops-as-an-evolution-of-kubernetes: + addition_method: manual content_hash: 12a1c4d38a3f18fc2e6a4501050bdd8d2f373517a1a5da2c72d4c22a7464bc49 description: '' health_score: 100.0 @@ -215446,8 +224312,8 @@ https://thenewstack.io/gitops-as-an-evolution-of-kubernetes: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/gitops-at-home-automate-code-deploys-with-kubernetes-and-flux: + addition_method: manual content_hash: 8ac44184bed13903bef08a8a1d4e81b6ca55a30e94a117bfc23ae5e2bd2093fc description: '' health_score: 100.0 @@ -215464,8 +224330,8 @@ https://thenewstack.io/gitops-at-home-automate-code-deploys-with-kubernetes-and- v2_locations: - flux.md year: N/A - addition_method: manual https://thenewstack.io/gitops-on-kubernetes-deciding-between-argo-cd-and-flux: + addition_method: manual ai_summary: A critical analysis of Argo CD versus Flux. Compares Argo CD's visual multi-cluster design against Flux's low-footprint git-reconciling architecture to optimize strategic platform choices. @@ -215492,8 +224358,8 @@ https://thenewstack.io/gitops-on-kubernetes-deciding-between-argo-cd-and-flux: v2_locations: - argo.md year: N/A - addition_method: manual https://thenewstack.io/gitops-use-cases-you-may-not-have-considered: + addition_method: manual content_hash: 139d5c3ecf256b7aec65d20db7fa9098423405f765d0a2b7def7345fed511374 description: '' health_score: 100.0 @@ -215509,8 +224375,8 @@ https://thenewstack.io/gitops-use-cases-you-may-not-have-considered: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/gitpod-brings-automated-environments-to-jetbrains-ides: + addition_method: manual content_hash: aafc02559d49afbc15700225ef53358b4c1b38ff068b23c786510c21fd48849d description: '' health_score: 100.0 @@ -215521,8 +224387,8 @@ https://thenewstack.io/gitpod-brings-automated-environments-to-jetbrains-ides: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://thenewstack.io/gitpod-open-sources-a-holistic-ide: + addition_method: manual content_hash: 402885f7f87b78cd77d25093e48eeefb8def24726a41d0342d73f5bb7f6325b8 description: '' health_score: 100.0 @@ -215538,8 +224404,8 @@ https://thenewstack.io/gitpod-open-sources-a-holistic-ide: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://thenewstack.io/gitpod-openvscode-server-brings-visual-studio-code-to-the-browser: + addition_method: manual content_hash: c0cca13454948acb31145ec415ba5754f965d2a0530d0b6319c31be0d132f259 description: '' health_score: 100.0 @@ -215551,8 +224417,8 @@ https://thenewstack.io/gitpod-openvscode-server-brings-visual-studio-code-to-the v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://thenewstack.io/godaddys-innovative-project-to-secure-and-rotate-kubernetes-secrets: + addition_method: manual content_hash: 38f90e49141bddf744cc5c548995b81e0f1ac63bd5b660ee46a31afee8ce93de description: '' health_score: 100.0 @@ -215563,8 +224429,8 @@ https://thenewstack.io/godaddys-innovative-project-to-secure-and-rotate-kubernet v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://thenewstack.io/google-and-oracle-cloud-adoption-doubles-among-enterprises-3: + addition_method: manual content_hash: 2fae21f3d0391ec440649b32b063c630b76bbf99a1adae9a6482d3753ef26dc8 description: '' health_score: 100.0 @@ -215580,8 +224446,42 @@ https://thenewstack.io/google-and-oracle-cloud-adoption-doubles-among-enterprise v2_locations: - introduction.md year: N/A - addition_method: manual +https://thenewstack.io/google-axion-kubernetes-arm: + addition_method: automatic + ai_summary: 'Curator Insight: A key operational analysis of custom cloud CPU scaling, + explaining how ARM execution inside Kubernetes has matured from an engineering + migration into a simple GKE scheduling choice. Live Grounding (MCP): Case studies + show that GKE''s compute classes enable seamless dynamic routing between Axion + and x86 node pools, drastically optimizing cluster operations by focusing on cost-efficiency + metrics like tokens per watt for high-throughput workloads.' + category: kubernetes + complexity: Advanced + content_hash: 51f44d47bf673c4be9444300d252711505558e30a705969bd68aea9fcfd1a873 + description: Evaluating Google's custom, Arm-based Axion CPU inside Google Kubernetes + Engine (GKE) production environments. + hierarchy: + - Cloud Infrastructure + - Kubernetes Platforms + - Custom Silicon and ARM + is_microservice: false + language: English + last_checked: 1780352705.314724 + reputation_status: Vetted + reputation_summary: Highly valued resource in cloud-native circles, illustrating + the mature, production-grade state of Google's custom ARM silicon. + resource_type: article + social_preview_url: https://cdn.thenewstack.io/media/2026/04/b24017f0-thumbnail-5.png + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: '' + tags: + - CASE STUDY + - GUIDE + title: A year in, Google wants its Axion processors to feel like a scheduling decision + year: '2026' https://thenewstack.io/google-introduces-clusterfuzzlite-security-tool-for-ci-cd: + addition_method: manual content_hash: c12aa1f47c9c9b3f4a3a51cdeb528c9ab5bbaed012add141645ff747f2924ace description: '' health_score: 100.0 @@ -215597,8 +224497,8 @@ https://thenewstack.io/google-introduces-clusterfuzzlite-security-tool-for-ci-cd v2_locations: - qa.md year: N/A - addition_method: manual https://thenewstack.io/google-sre-site-reliability-engineering-at-a-global-scale: + addition_method: manual ai_summary: A retrospective analysis of Google's journey in creating the modern SRE discipline to address unprecedented internet scale. It focuses on the core organizational policy that SRE teams must devote at least 50% of their bandwidth @@ -215626,9 +224526,9 @@ https://thenewstack.io/google-sre-site-reliability-engineering-at-a-global-scale v2_locations: - sre.md year: N/A - addition_method: manual ? https://thenewstack.io/google-traffic-director-and-the-l7-internal-load-balancer-intermingles-cloud-native-and-legacy-workloads -: content_hash: a2b8deaa738c18f8a5bbe153d8ad6af421685f94098a9d393a18578dd453a995 +: addition_method: manual + content_hash: a2b8deaa738c18f8a5bbe153d8ad6af421685f94098a9d393a18578dd453a995 description: '' health_score: 100.0 last_checked: 1779032583.066846 @@ -215644,8 +224544,8 @@ https://thenewstack.io/google-sre-site-reliability-engineering-at-a-global-scale v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/googles-new-autopilot-for-kubernetes: + addition_method: manual ai_summary: Examines GKE Autopilot structural designs from an administrator point of view. Explains differences in scaling strategies, pod sizing mechanics, and embedded security parameters relative to traditional nodes. @@ -215672,8 +224572,8 @@ https://thenewstack.io/googles-new-autopilot-for-kubernetes: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/governance-risk-and-compliance-with-kubernetes: + addition_method: manual content_hash: 80117df59f0ce080dc55dd235ba732c5cfcc700b37a9292a5a0f0256619b4099 description: '' health_score: 100.0 @@ -215689,8 +224589,8 @@ https://thenewstack.io/governance-risk-and-compliance-with-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/grafana-7-5-controversial-pie-charts-and-loki-alerts: + addition_method: manual content_hash: 3ed90000a81316b6325184b22ae8b06f65256902b9894e2158d3c50ebf63ecf0 description: '' health_score: 100.0 @@ -215706,8 +224606,8 @@ https://thenewstack.io/grafana-7-5-controversial-pie-charts-and-loki-alerts: v2_locations: - grafana.md year: N/A - addition_method: manual https://thenewstack.io/grafana-8-0-rethinks-alerts-and-visualizations: + addition_method: manual content_hash: 228dea2f159cc7b5732da6f7acf13ad8427a67ded26d1e79268fe56c1bf50a86 description: '' health_score: 100.0 @@ -215723,8 +224623,8 @@ https://thenewstack.io/grafana-8-0-rethinks-alerts-and-visualizations: v2_locations: - grafana.md year: N/A - addition_method: manual https://thenewstack.io/grafana-adds-logging-to-its-enterprise-observability-stack: + addition_method: manual content_hash: f5c6d5aef120d0a9748d304d55c27740370bdbc5178f7af49a25d8af0c87c3c0 description: '' health_score: 100.0 @@ -215741,8 +224641,8 @@ https://thenewstack.io/grafana-adds-logging-to-its-enterprise-observability-stac v2_locations: - grafana.md year: N/A - addition_method: manual https://thenewstack.io/grafana-is-not-worried-about-aws-commercialization: + addition_method: manual content_hash: 7e5bd2388b10b8fa3c23e5ccd49292e3f3859fad3c482a7cea01175ce913b163 description: '' health_score: 100.0 @@ -215758,8 +224658,8 @@ https://thenewstack.io/grafana-is-not-worried-about-aws-commercialization: v2_locations: - grafana.md year: N/A - addition_method: manual https://thenewstack.io/grafana-wants-to-democratize-cloud-native-metrics: + addition_method: manual content_hash: 75c7f41bfbb386ef88df9f84e57a913e98885e07c577c084ae35fdfbc0fcf385 description: '' health_score: 100.0 @@ -215775,8 +224675,8 @@ https://thenewstack.io/grafana-wants-to-democratize-cloud-native-metrics: v2_locations: - grafana.md year: N/A - addition_method: manual https://thenewstack.io/grafana-wants-to-help-you-avoid-getting-dinged-by-kubernetes-costs: + addition_method: manual content_hash: 5d98b86af8d8d14cef5df450bd35eedbffc15f849c9560a4a17c971540574f6e description: '' health_score: 100.0 @@ -215793,8 +224693,8 @@ https://thenewstack.io/grafana-wants-to-help-you-avoid-getting-dinged-by-kuberne v2_locations: - finops.md year: N/A - addition_method: manual https://thenewstack.io/growing-adoption-of-observability-powers-business-transformation: + addition_method: manual content_hash: 81d59dc2e97cebe88cf5a2381abfceee184df9aca0decf20c46b593e5ab057e7 description: '' health_score: 100.0 @@ -215810,8 +224710,8 @@ https://thenewstack.io/growing-adoption-of-observability-powers-business-transfo v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/guido-van-rossums-ambitious-plans-for-improving-python-performance: + addition_method: manual content_hash: 96689d30b8a6cc9f6b43f32814fa78d13981ef8a018f71f07db22fc7a97476b9 description: '' health_score: 100.0 @@ -215828,8 +224728,8 @@ https://thenewstack.io/guido-van-rossums-ambitious-plans-for-improving-python-pe v2_locations: - python.md year: N/A - addition_method: manual https://thenewstack.io/guis-cli-apis-learn-basic-terms-of-infrastructure-as-code: + addition_method: manual content_hash: 4cd556a95e93e9be362f07f58961324428a9b62b6d851f9085e8d82b7fcd794d description: '' health_score: 100.0 @@ -215845,8 +224745,8 @@ https://thenewstack.io/guis-cli-apis-learn-basic-terms-of-infrastructure-as-code v2_locations: - iac.md year: N/A - addition_method: manual https://thenewstack.io/haproxy-kubernetes-ingress-controller-moves-outside-the-cluster: + addition_method: manual content_hash: 823630493991e83a8ac782e06eef9ee259b995e9428352e28dfe308aad87fcaa description: '' health_score: 100.0 @@ -215863,8 +224763,8 @@ https://thenewstack.io/haproxy-kubernetes-ingress-controller-moves-outside-the-c v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://thenewstack.io/hashicorp-adds-consul-and-vault-to-cloud-platform-for-aws: + addition_method: manual content_hash: af50547ee57c63031f615a956830538bc49f10c887728eceb325bbc0efb1e290 description: '' health_score: 100.0 @@ -215880,8 +224780,8 @@ https://thenewstack.io/hashicorp-adds-consul-and-vault-to-cloud-platform-for-aws v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://thenewstack.io/hashicorp-vault-operator-manages-kubernetes-secrets: + addition_method: manual content_hash: f4fa50cb1629a0966ac03ad43cafd2d547c938b8d7d143f73cee7af26bb39ef7 description: '' health_score: 100.0 @@ -215897,8 +224797,8 @@ https://thenewstack.io/hashicorp-vault-operator-manages-kubernetes-secrets: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://thenewstack.io/hashicorps-releases-hcp-vault-to-combat-secrets-management-fatigue: + addition_method: manual ai_summary: Analyzes the rollout of HashiCorp Cloud Platform (HCP) Vault. Discusses how managed Vault mitigates operationally intensive cluster setup, maintenance, and compliance tasks for enterprise infrastructure. @@ -215926,8 +224826,8 @@ https://thenewstack.io/hashicorps-releases-hcp-vault-to-combat-secrets-managemen v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/have-containers-will-travel-why-gitops-is-essential-for-multicloud: + addition_method: manual content_hash: b94ad9ec467a3bf12eb57de33591d92c4384d14e3feda3fe6ff06f0162dd3c14 description: '' health_score: 100.0 @@ -215944,8 +224844,8 @@ https://thenewstack.io/have-containers-will-travel-why-gitops-is-essential-for-m v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/how-airbnb-and-twitter-cut-back-on-microservice-complexities: + addition_method: manual content_hash: ea81cf5d7066df253c36fcba9bbeea7a7f903aa51f9e5576d25e37e5d02cfe40 description: '' health_score: 100.0 @@ -215961,8 +224861,8 @@ https://thenewstack.io/how-airbnb-and-twitter-cut-back-on-microservice-complexit v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/how-daily-dev-built-a-low-budget-serverless-scraping-pipeline-for-online-articles: + addition_method: manual content_hash: ab44f6d222ad57ecaf5bc015af5c3bc74ecd55bc3585421a09247f1cdba8214b description: '' health_score: 100.0 @@ -215979,8 +224879,8 @@ https://thenewstack.io/how-daily-dev-built-a-low-budget-serverless-scraping-pipe v2_locations: - serverless.md year: N/A - addition_method: manual https://thenewstack.io/how-deutsche-telekom-manages-edge-infrastructure-with-gitops: + addition_method: manual content_hash: 6b9db06f94b2df3ed0832b8cc68fa1b60f27ccca30ab0c6baa7b5f9af865283c description: '' health_score: 100.0 @@ -215996,8 +224896,8 @@ https://thenewstack.io/how-deutsche-telekom-manages-edge-infrastructure-with-git v2_locations: - customer.md year: N/A - addition_method: manual https://thenewstack.io/how-do-applications-run-on-kubernetes: + addition_method: manual content_hash: c16ed90a271b977f8f1c9fe0bca5ae1ab64f60a53354116573f7db98f93edbf5 description: '' health_score: 100.0 @@ -216013,8 +224913,8 @@ https://thenewstack.io/how-do-applications-run-on-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/how-do-authentication-and-authorization-differ: + addition_method: manual ai_summary: A simplified conceptual guide parsing out authentication (who you are) from authorization (what you are permitted to do) inside software systems. Clarifies technical patterns such as SAML, OIDC, RBAC, and ABAC implementations for microservices. @@ -216042,8 +224942,8 @@ https://thenewstack.io/how-do-authentication-and-authorization-differ: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/how-does-kubernetes-work: + addition_method: manual content_hash: c39ac235025d38a328c380d824cb9cb4b1ec496f453af361f6fe76625ecf4847 description: '' health_score: 100.0 @@ -216059,8 +224959,8 @@ https://thenewstack.io/how-does-kubernetes-work: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/how-drift-detection-and-iac-help-maintain-a-secure-infrastructure: + addition_method: manual content_hash: d0792c93d57b321bfa2edb7afbc40c0be3834cb58d113e4c5420d896e19ffde2 description: '' health_score: 100.0 @@ -216076,8 +224976,8 @@ https://thenewstack.io/how-drift-detection-and-iac-help-maintain-a-secure-infras v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/how-gitops-benefits-from-security-as-code: + addition_method: manual ai_summary: 'Explains the intersection of Security-as-Code and GitOps continuous reconciliation pipelines. Contrast: Curator Insight champions basic commit-level auditing, while Live Grounding shows that production architectures use real-time @@ -216106,8 +225006,8 @@ https://thenewstack.io/how-gitops-benefits-from-security-as-code: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/how-is-platform-engineering-different-from-devops-and-sre: + addition_method: manual content_hash: b5dfe4bc0222e120a6f2e767a548306717dae5ade5de2668de33eadd450dd99d description: '' health_score: 100.0 @@ -216123,8 +225023,8 @@ https://thenewstack.io/how-is-platform-engineering-different-from-devops-and-sre v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/how-k3s-portworx-and-calico-can-serve-as-a-foundation-of-cloud-native-edge-infrastructure: + addition_method: manual content_hash: e1ea81f2eabcfd9133240d67f6cb96bbf7bf285d3a1d6626cd0d00982c5d3371 description: '' health_score: 100.0 @@ -216141,8 +225041,8 @@ https://thenewstack.io/how-k3s-portworx-and-calico-can-serve-as-a-foundation-of- v2_locations: - rancher.md year: N/A - addition_method: manual https://thenewstack.io/how-keptn-automatically-configures-prometheus-ecosystems: + addition_method: manual content_hash: c4f17cf8604e4f2e331491f8f1c0324d5335c615f071ab985ebc9f28b22ebb78 description: '' health_score: 100.0 @@ -216158,8 +225058,8 @@ https://thenewstack.io/how-keptn-automatically-configures-prometheus-ecosystems: v2_locations: - keptn.md year: N/A - addition_method: manual https://thenewstack.io/how-kubernetes-and-database-operators-drive-the-data-revolution: + addition_method: manual content_hash: 42971681e27760e487069d665f1f1e4ab28b54c02274914c3b57b4739eb1d0b6 description: '' health_score: 100.0 @@ -216175,8 +225075,8 @@ https://thenewstack.io/how-kubernetes-and-database-operators-drive-the-data-revo v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/how-kubernetes-provides-networking-and-storage-to-applications: + addition_method: manual content_hash: 2537b25c1c4af4cb04e6f3c89e195414b98dc3ed3c38e45aa7391d10823659cf description: '' health_score: 100.0 @@ -216192,8 +225092,8 @@ https://thenewstack.io/how-kubernetes-provides-networking-and-storage-to-applica v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-first-api-attacks: + addition_method: manual ai_summary: Tracks the structural evolution of security exploits in the Kubernetes ecosystem, transitioning from simple API credential bypasses to sophisticated container escape patterns and side-channel eBPF-based exploits. Outlines lessons @@ -216223,8 +225123,8 @@ https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-fir v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/how-opentelemetry-works-with-kubernetes: + addition_method: manual content_hash: bd86f250e815f493371543763d2bb2183866bd5761f2019f67db5e51eaf547ff description: '' health_score: 100.0 @@ -216240,8 +225140,8 @@ https://thenewstack.io/how-opentelemetry-works-with-kubernetes: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/how-platform-ops-teams-should-think-about-api-strategy: + addition_method: manual content_hash: fefdbc54225f67914d0d91592e5f2b9e970651fd9221e53b91a9040d2a5a52ea description: '' health_score: 100.0 @@ -216257,8 +225157,8 @@ https://thenewstack.io/how-platform-ops-teams-should-think-about-api-strategy: v2_locations: - api.md year: N/A - addition_method: manual https://thenewstack.io/how-radical-api-design-changed-the-way-we-access-databases: + addition_method: manual content_hash: 12b63f4e37feb9f1075874a438de5b8a44e7011db8a88bffbb3f6ce7a1d1ab23 description: '' health_score: 100.0 @@ -216274,8 +225174,8 @@ https://thenewstack.io/how-radical-api-design-changed-the-way-we-access-database v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/how-service-mesh-can-help-devops-achieve-business-goals: + addition_method: manual content_hash: 61a0a1411cfa8fabbf4e2eb1a3eaad140d1e8f286a2d54dbf28f1360900d357c description: '' health_score: 100.0 @@ -216291,8 +225191,8 @@ https://thenewstack.io/how-service-mesh-can-help-devops-achieve-business-goals: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/how-testcontainers-is-demonstrating-value-as-a-key-ci-tool: + addition_method: manual content_hash: f10dc204d22c803ec211962628a54a6d7b2052a8fb95acc17db1a07756348780 description: '' health_score: 100.0 @@ -216303,8 +225203,8 @@ https://thenewstack.io/how-testcontainers-is-demonstrating-value-as-a-key-ci-too v1_locations: - docs/qa.md year: N/A - addition_method: manual https://thenewstack.io/how-the-sre-experience-is-changing-with-cloud-native: + addition_method: manual ai_summary: This high-density industry analysis examines how the rise of complex cloud-native architectures shifts SRE responsibilities. It addresses how microservices, service meshes, and dynamic scheduling require SREs to move from simple system @@ -216334,8 +225234,8 @@ https://thenewstack.io/how-the-sre-experience-is-changing-with-cloud-native: - sre.md - about.md year: N/A - addition_method: manual https://thenewstack.io/how-to-achieve-api-governance: + addition_method: manual content_hash: e5911c6d131ae5bb27b9b6ab77419e7f1e5584436bc8fe2e1e77eafcd388c3e4 description: '' health_score: 100.0 @@ -216351,8 +225251,8 @@ https://thenewstack.io/how-to-achieve-api-governance: v2_locations: - api.md year: N/A - addition_method: manual https://thenewstack.io/how-to-analyze-code-and-find-vulnerabilities-with-sonarqube: + addition_method: manual ai_summary: Hands-on guide to running static analyzers against real codebases using SonarQube scanners, configuring quality gates, and reviewing vulnerability alerts. complexity: Intermediate @@ -216379,8 +225279,8 @@ https://thenewstack.io/how-to-analyze-code-and-find-vulnerabilities-with-sonarqu v2_locations: - sonarqube.md year: N/A - addition_method: manual https://thenewstack.io/how-to-choose-and-model-time-series-databases: + addition_method: manual content_hash: 702cfeba29280ec45878dd06dab4695aaede2e193a56c3b8a7a1c1d49faaf0d9 description: '' health_score: 100.0 @@ -216396,8 +225296,8 @@ https://thenewstack.io/how-to-choose-and-model-time-series-databases: v2_locations: - nosql.md year: N/A - addition_method: manual https://thenewstack.io/how-to-deploy-kubernetes-with-kubeadm-and-containerd: + addition_method: manual ai_summary: Examines the modern approach to cluster provisioning by leveraging the containerd CRI runtime directly with kubeadm. Explains how to drop docker-shim and configure systemic dependencies, systemd cgroup drivers, and network configurations @@ -216425,8 +225325,8 @@ https://thenewstack.io/how-to-deploy-kubernetes-with-kubeadm-and-containerd: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://thenewstack.io/how-to-ensure-your-serverless-database-stays-serverless: + addition_method: manual content_hash: 7c3dbfb67a601c1086fc4552d429e822bf5229a6b7ae0f30282b70858ff74740 description: '' health_score: 100.0 @@ -216442,8 +225342,8 @@ https://thenewstack.io/how-to-ensure-your-serverless-database-stays-serverless: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/how-to-evaluate-kubernetes-cloud-providers: + addition_method: manual content_hash: 61e16fb774a00c7ddf2392e3b11a1111e19c535f1e3e96e04d92b7c16792c33f description: '' health_score: 100.0 @@ -216459,8 +225359,8 @@ https://thenewstack.io/how-to-evaluate-kubernetes-cloud-providers: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://thenewstack.io/how-to-get-started-with-data-streaming: + addition_method: manual ai_summary: A beginner-to-intermediate guide outlining initial workflows for setting up real-time stream ingestion and processing pipelines. It reviews primary tooling such as Apache Kafka and Apache Flink. It offers guidance on mapping traditional @@ -216489,8 +225389,8 @@ https://thenewstack.io/how-to-get-started-with-data-streaming: v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/how-to-get-the-most-out-of-gitops: + addition_method: manual content_hash: 9004063d1e2fbde6c4277bcc939a58f411cee4734f08da78e1c521308c4c668c description: '' health_score: 100.0 @@ -216506,8 +225406,8 @@ https://thenewstack.io/how-to-get-the-most-out-of-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/how-to-install-the-sonarqube-security-analysis-platform: + addition_method: manual ai_summary: Step-by-step deployment guide detailing how to host SonarQube locally or on dedicated infrastructure, including database dependencies and JVM configurations. complexity: Intermediate @@ -216534,8 +225434,8 @@ https://thenewstack.io/how-to-install-the-sonarqube-security-analysis-platform: v2_locations: - sonarqube.md year: N/A - addition_method: manual https://thenewstack.io/how-to-make-the-most-of-kubernetes-environment-variables: + addition_method: manual content_hash: bbf073f5fb27a36650454c9250ff2cc33d0bfe7d11bfe11f2ddb32e6da6b70aa description: '' health_score: 100.0 @@ -216551,8 +225451,8 @@ https://thenewstack.io/how-to-make-the-most-of-kubernetes-environment-variables: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/how-to-put-a-gui-on-ansible-using-semaphore: + addition_method: manual content_hash: 25e766174081a035ada2ea070915293ce2264a54b5778837a2f9050f3a8492ee description: '' health_score: 100.0 @@ -216568,8 +225468,8 @@ https://thenewstack.io/how-to-put-a-gui-on-ansible-using-semaphore: v2_locations: - ansible.md year: N/A - addition_method: manual https://thenewstack.io/how-to-run-a-cassandra-operation-in-docker: + addition_method: manual content_hash: 5f257afcc31f63dbb3bc21856afe5e99aae2fd80a288e1e724274b1b34161b78 description: '' health_score: 100.0 @@ -216580,8 +225480,8 @@ https://thenewstack.io/how-to-run-a-cassandra-operation-in-docker: v1_locations: - docs/nosql.md year: N/A - addition_method: manual https://thenewstack.io/how-to-run-docker-in-rootless-mode: + addition_method: manual content_hash: ad46f2c72e984f0d600380456995f3c09259a696c428b0cc5c4b97d6ee45c013 description: '' health_score: 100.0 @@ -216597,8 +225497,8 @@ https://thenewstack.io/how-to-run-docker-in-rootless-mode: v2_locations: - docker.md year: N/A - addition_method: manual https://thenewstack.io/how-to-secure-kubernetes-the-os-of-the-cloud: + addition_method: manual ai_summary: Compares the security architecture of Kubernetes to traditional operating systems, identifying the key layers requiring abstraction-level security. Curator insight advocates for a shift in perspective, treating API access as the primary @@ -216627,8 +225527,8 @@ https://thenewstack.io/how-to-secure-kubernetes-the-os-of-the-cloud: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/how-to-share-data-between-docker-containers: + addition_method: manual content_hash: b957cb52fc51af88ce24e974d49f3e7317cd296277c5f7642330676533e7e89e description: '' health_score: 100.0 @@ -216639,8 +225539,8 @@ https://thenewstack.io/how-to-share-data-between-docker-containers: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://thenewstack.io/how-we-built-preview-environments-on-kubernetes-and-aws: + addition_method: manual ai_summary: This architectural case study reviews building dynamic preview environments on Amazon EKS. Outlines how to automate sandbox teardown, schedule resources effectively, and route unique domain endpoints back to feature-branch deployments. @@ -216669,8 +225569,8 @@ https://thenewstack.io/how-we-built-preview-environments-on-kubernetes-and-aws: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/iac-cloud-misconfiguration-tools-too-noisy-without-context: + addition_method: manual content_hash: 72f00d2ab7a7b53b382161bb41b1c56076bcf4ade75d0e8c0328f50b2cf92d46 description: '' health_score: 100.0 @@ -216686,8 +225586,8 @@ https://thenewstack.io/iac-cloud-misconfiguration-tools-too-noisy-without-contex v2_locations: - iac.md year: N/A - addition_method: manual https://thenewstack.io/ibm-red-hat-bring-load-aware-resource-management-to-kubernetes: + addition_method: manual content_hash: 9fdf3c204998e10af71391d5143d81226fff4ee4f6f95e77fc0e23b1192bdd6c description: '' health_score: 100.0 @@ -216705,8 +225605,8 @@ https://thenewstack.io/ibm-red-hat-bring-load-aware-resource-management-to-kuber - ocp4.md - kubernetes-tools.md year: N/A - addition_method: manual https://thenewstack.io/ignore-prior-instructions-ai-still-befuddled-by-basic-reasoning: + addition_method: manual ai_summary: Investigates systemic logical failure modes and vulnerability trends in current generation frontier LLMs. Critically reviews prompt injection risks, reasoning limits, and validation architectures needed for secure enterprise AI @@ -216734,8 +225634,8 @@ https://thenewstack.io/ignore-prior-instructions-ai-still-befuddled-by-basic-rea v2_locations: - ai.md year: N/A - addition_method: manual https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd: + addition_method: manual ai_summary: 'Curator Insight: Direct correlation of continuous delivery maturity with developer cognitive load and retention. Live Grounding: Explores the internal developer platform (IDP) model, emphasizing self-service portal deployment mechanisms. @@ -216764,8 +225664,8 @@ https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of- v2_locations: - cicd.md year: N/A - addition_method: manual https://thenewstack.io/infrastructure-as-code-6-best-practices-for-securing-applications: + addition_method: manual ai_summary: 'Presents six foundational guidelines for securing IaC templates before cloud deployments. Contrast: Curator Insight limits its scope to simple template linters, while Live Grounding confirms that evaluating IaC using declarative Policy-as-Code @@ -216795,8 +225695,8 @@ https://thenewstack.io/infrastructure-as-code-6-best-practices-for-securing-appl v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/infrastructure-as-code-increase-security-scale-development: + addition_method: manual content_hash: 081c7db533135f1885cc5d9a9d7ad29618a53b149fc17dcac0a929210a3469d1 description: '' health_score: 100.0 @@ -216812,8 +225712,8 @@ https://thenewstack.io/infrastructure-as-code-increase-security-scale-developmen v2_locations: - iac.md year: N/A - addition_method: manual https://thenewstack.io/infrastructure-as-code-or-cloud-platforms-you-decide: + addition_method: manual content_hash: b0f301db11f3ed26f7d676df2f0860d72134d4f1474d0e5d0d2f832663092210 description: '' health_score: 100.0 @@ -216829,8 +225729,8 @@ https://thenewstack.io/infrastructure-as-code-or-cloud-platforms-you-decide: v2_locations: - iac.md year: N/A - addition_method: manual https://thenewstack.io/ingress-controllers-the-more-the-merrier: + addition_method: manual content_hash: 25cee06e182aab24b5cb8e3881cd0024e38f66dab7471b043a48bfcd0a895347 description: '' health_score: 100.0 @@ -216846,8 +225746,8 @@ https://thenewstack.io/ingress-controllers-the-more-the-merrier: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://thenewstack.io/ingress-controllers-the-swiss-army-knife-of-kubernetes: + addition_method: manual content_hash: 942e1f66b845534ee7769b8e518ba6e9fbcf8ed17b152541fe24501fc29601dd description: '' health_score: 100.0 @@ -216863,8 +225763,8 @@ https://thenewstack.io/ingress-controllers-the-swiss-army-knife-of-kubernetes: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops: + addition_method: manual ai_summary: Investigates critical operational gaps in legacy AIOps frameworks. Advocates for linking telemetry analysis with execution-centric automation backends (like Ansible or Kubernetes controllers) to achieve self-healing loops. @@ -216891,8 +225791,8 @@ https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops: v2_locations: - ai.md year: N/A - addition_method: manual https://thenewstack.io/intention-as-code-making-self-healing-infrastructure-work: + addition_method: manual content_hash: dc9e37b4a96af51eba3f6c0371525b1c26e4b59b84c536b57071f86f261b599f description: '' health_score: 100.0 @@ -216908,8 +225808,8 @@ https://thenewstack.io/intention-as-code-making-self-healing-infrastructure-work v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/introducing-cloneset-production-grade-kubernetes-deployment-crd: + addition_method: manual content_hash: 907bb18184224fcad94b45eccfdb11b02d2a670ced3123dc4bac213bd4bdaba3 description: '' health_score: 100.0 @@ -216926,8 +225826,8 @@ https://thenewstack.io/introducing-cloneset-production-grade-kubernetes-deployme v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/is-a-multicloud-strategy-right-for-your-organization: + addition_method: manual content_hash: 8b8d7d58e81839e65add6225d575673c965cabba66bdb691b53aa995e5c8f97a description: '' health_score: 100.0 @@ -216943,8 +225843,8 @@ https://thenewstack.io/is-a-multicloud-strategy-right-for-your-organization: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://thenewstack.io/is-linkerd-winning-the-service-mesh-race: + addition_method: manual content_hash: 235567b8297ed775fe2e217db5dbb007dcba8f3fdd49ac4cf438aa011ac60eac description: '' health_score: 100.0 @@ -216960,8 +225860,8 @@ https://thenewstack.io/is-linkerd-winning-the-service-mesh-race: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/istio-1-10-improves-scalability-and-revision-control: + addition_method: manual ai_summary: Highlights the key technical improvements delivered in the Istio 1.10 release, with a strong focus on canary control plane upgrades, safer discovery mechanisms, and memory consumption optimizations. Shows how sidecar injection @@ -216990,8 +225890,8 @@ https://thenewstack.io/istio-1-10-improves-scalability-and-revision-control: v2_locations: - istio.md year: N/A - addition_method: manual https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools: + addition_method: manual content_hash: d224b70982a53247b87afed21d1f7c429bbe4c1c1e99f9a05c26ba31c3dbc009 description: '' health_score: 100.0 @@ -217007,8 +225907,8 @@ https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/jetstack-secure-promises-to-ease-kubernetes-tls-security: + addition_method: manual ai_summary: Analyzes Jetstack Secure, an enterprise platform wrapping the open-source cert-manager tool to orchestrate certificates. Curator insight details how this service helps operationalize automated certificate renewal across multi-cluster @@ -217037,8 +225937,8 @@ https://thenewstack.io/jetstack-secure-promises-to-ease-kubernetes-tls-security: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/just-how-challenging-is-state-in-kubernetes: + addition_method: manual content_hash: 429ee9b06e1729ad8073ddd890b8fdfa71cdad59d57400eeba95e25425993da2 description: '' health_score: 100.0 @@ -217049,8 +225949,8 @@ https://thenewstack.io/just-how-challenging-is-state-in-kubernetes: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://thenewstack.io/k8s-backup-and-disaster-recovery-is-more-important-than-ever: + addition_method: manual content_hash: ad411c3e393ac6f5041d3a43f39975bd09766f152e981306365620655a015254 description: '' health_score: 100.0 @@ -217067,8 +225967,8 @@ https://thenewstack.io/k8s-backup-and-disaster-recovery-is-more-important-than-e v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet: + addition_method: manual content_hash: bcf55108e2a02a2b660e49e74035c0dac68c81d19f49934273f14b8901861526 description: '' health_score: 100.0 @@ -217087,8 +225987,8 @@ https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet: - cheatsheets.md - kubernetes-autoscaling.md year: N/A - addition_method: manual https://thenewstack.io/k8spin-provides-multitenant-isolation-for-kubernetes: + addition_method: manual content_hash: e298a85548b04610a50e1c08c6415985ad45eee9773e6eaa608adf93eaa3c4b8 description: '' health_score: 100.0 @@ -217104,8 +226004,8 @@ https://thenewstack.io/k8spin-provides-multitenant-isolation-for-kubernetes: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://thenewstack.io/kafka-on-kubernetes-should-you-adopt-a-managed-solution: + addition_method: manual ai_summary: 'Curator Insight: Strategic evaluation of managed SaaS Kafka setups versus DIY operator approaches on Kubernetes. Live Grounding: Compares total cost of ownership (TCO), maintenance scaling, day-2 operations complexity, and custom @@ -217133,8 +226033,8 @@ https://thenewstack.io/kafka-on-kubernetes-should-you-adopt-a-managed-solution: v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/kasten-k10-v4-5-grafana-observability-more-edge-support: + addition_method: manual content_hash: e7731fd2e71c42b5af861755ebc04158f4dc1105ce64eed780e8d869fb549e3c description: '' health_score: 100.0 @@ -217150,8 +226050,8 @@ https://thenewstack.io/kasten-k10-v4-5-grafana-observability-more-edge-support: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://thenewstack.io/key-basic-principles-to-secure-kubernetes-future: + addition_method: manual ai_summary: Discusses evolutionary principles designed to ensure the long-term robustness of cloud-native systems. Curator insight stresses the necessity of secure-by-default configurations and standardized API control planes. Live grounding supports that @@ -217180,8 +226080,8 @@ https://thenewstack.io/key-basic-principles-to-secure-kubernetes-future: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/kserve-a-robust-and-extensible-cloud-native-model-server: + addition_method: manual content_hash: d07bf024db6bd06f65f51fc6fdd56c875cf236dd81105ed596d1d7da7de560db description: '' health_score: 100.0 @@ -217197,8 +226097,8 @@ https://thenewstack.io/kserve-a-robust-and-extensible-cloud-native-model-server: v2_locations: - mlops.md year: N/A - addition_method: manual https://thenewstack.io/kubecon-14000-more-engineers-have-their-gitops-basics-down: + addition_method: manual content_hash: 3fb46002c042d4979266f0a4b9ce20e8109218acb6de8e4bda6ea6adfa29d360 description: '' health_score: 100.0 @@ -217215,8 +226115,8 @@ https://thenewstack.io/kubecon-14000-more-engineers-have-their-gitops-basics-dow v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/kubecost-monitor-kubernetes-costs-with-kubectl: + addition_method: manual content_hash: 75aa612d6e873c1441d5f23e387151e4690410dec4f482315020ef5fca3d2f93 description: '' health_score: 100.0 @@ -217232,8 +226132,8 @@ https://thenewstack.io/kubecost-monitor-kubernetes-costs-with-kubectl: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubermatic-kubernetes-platform-beats-complexity-through-automation: + addition_method: manual content_hash: 87a3fbe0e54c36e57d3acd9734b879ed060108a79de67391ce6f4e35d1385579 description: '' health_score: 100.0 @@ -217250,8 +226150,8 @@ https://thenewstack.io/kubermatic-kubernetes-platform-beats-complexity-through-a v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes: + addition_method: manual content_hash: 90ac515e807efc64e8349b7e8c7c0714a20767de557ec214cb2318b05d803e87 health_score: 100.0 last_checked: 1779130494.949328 @@ -217268,8 +226168,8 @@ https://thenewstack.io/kubernetes: - devops.md - kubernetes-networking.md - kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes-1-20-enhances-the-operator-experience-and-brings-new-features-to-the-container-runtime: + addition_method: manual content_hash: 2baf3140d845e0a57186b6e084474bd1eec484a9bb22d6f70d7f3ca5c75e8039 description: '' health_score: 100.0 @@ -217286,8 +226186,8 @@ https://thenewstack.io/kubernetes-1-20-enhances-the-operator-experience-and-brin v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-1-20-lands-with-44-enhancements: + addition_method: manual content_hash: 332641f2ce3cfde2cf34d8e84bd35e026f30e687dd06b494247d9ba611d9602d description: '' health_score: 100.0 @@ -217303,8 +226203,8 @@ https://thenewstack.io/kubernetes-1-20-lands-with-44-enhancements: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-1-21-brings-a-new-memory-manager-more-flexible-scheduling: + addition_method: manual content_hash: 9f2f8299c40ce6171b7b9372fdb4debe821445a982f5f14014206a1efd4f4c5a description: '' health_score: 100.0 @@ -217321,8 +226221,8 @@ https://thenewstack.io/kubernetes-1-21-brings-a-new-memory-manager-more-flexible v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-1-23-dual-stack-ipv4-ipv6-cronjobs-ephemeral-volumes: + addition_method: manual content_hash: 1d56eb13a85a2964d7f259c9bea7698327526d50ba9eef70122b84654dc259f6 description: '' health_score: 100.0 @@ -217339,8 +226239,8 @@ https://thenewstack.io/kubernetes-1-23-dual-stack-ipv4-ipv6-cronjobs-ephemeral-v v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-1-27-arrives: + addition_method: manual content_hash: 149220393a11cb56ace036ffd4161193e612671d73de027c809a5b6634de6dd5 description: '' health_score: 100.0 @@ -217356,8 +226256,8 @@ https://thenewstack.io/kubernetes-1-27-arrives: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-1-28-accommodates-the-service-mesh-sudden-outages: + addition_method: manual content_hash: 0be8d56ab2e1f06191892170d17879a82a5d6c36fa014f402b694189c9cfe43b description: '' health_score: 100.0 @@ -217373,8 +226273,8 @@ https://thenewstack.io/kubernetes-1-28-accommodates-the-service-mesh-sudden-outa v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-an-examination-of-major-attacks: + addition_method: manual ai_summary: Examines real-world attack vectors and high-profile security incidents targeted at Kubernetes infrastructure, including cryptojacking and dashboard exposure. Curator insight breaks down the progression of an attack from initial access to @@ -217403,8 +226303,8 @@ https://thenewstack.io/kubernetes-an-examination-of-major-attacks: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-and-the-next-generation-of-paas: + addition_method: manual content_hash: 8884521a97b44fa29284943056476820537e8a178758fa1535bd84acb08e8210 description: '' health_score: 100.0 @@ -217422,8 +226322,8 @@ https://thenewstack.io/kubernetes-and-the-next-generation-of-paas: - introduction.md - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-at-scale-without-gitops-is-a-bad-idea: + addition_method: manual content_hash: 73a939f8487f8db6ffe775d316a3fe312fec1bdb0ccaf6df234c0f841d6ef12c description: '' health_score: 100.0 @@ -217442,8 +226342,8 @@ https://thenewstack.io/kubernetes-at-scale-without-gitops-is-a-bad-idea: - about.md - index.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-ci-cd-pipelines-explained: + addition_method: manual ai_summary: 'Curator Insight: Translates general CI/CD definitions specifically to containerized applications and orchestration systems. Live Grounding: Explains the roles of registries, ingress configurations, and continuous delivery loops @@ -217471,8 +226371,8 @@ https://thenewstack.io/kubernetes-ci-cd-pipelines-explained: v2_locations: - cicd.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-daemonsets-a-detailed-introductory-tutorial: + addition_method: manual content_hash: cb3beb8ec585df4be298a3ba868ef05d60cad2ff93dbd050fee0a5fcd06e60ef description: '' health_score: 100.0 @@ -217487,8 +226387,8 @@ https://thenewstack.io/kubernetes-daemonsets-a-detailed-introductory-tutorial: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-evolution-from-microservices-to-batch-processing-powerhouse: + addition_method: manual content_hash: 300db13b3b8f21ccd02b4d75073410bb4d1a247b7b276fadffa2b40d1b9d1691 description: '' health_score: 100.0 @@ -217506,8 +226406,8 @@ https://thenewstack.io/kubernetes-evolution-from-microservices-to-batch-processi - introduction.md - index.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-health-checks-using-probes: + addition_method: manual content_hash: 36199f830d781c32ba763505c0e6346584f9e53c86c8e20888b3831e7c0aad5e description: '' health_score: 100.0 @@ -217522,8 +226422,8 @@ https://thenewstack.io/kubernetes-health-checks-using-probes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-horror-stories: + addition_method: manual content_hash: 8b4f457d9f26f445fab37c4c340b80ee7a275a8f9801a92ec84b4ea406229208 description: '' health_score: 100.0 @@ -217538,8 +226438,8 @@ https://thenewstack.io/kubernetes-horror-stories: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-is-not-just-about-containers-its-about-the-api: + addition_method: manual content_hash: 8ad16959dfeedd46d9e800018dd957d384db217daa92123c54f5cab1f78d7d07 description: '' health_score: 100.0 @@ -217555,8 +226455,8 @@ https://thenewstack.io/kubernetes-is-not-just-about-containers-its-about-the-api v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-is-the-new-standard-for-computing-including-the-edge: + addition_method: manual content_hash: 5af811022842df8324f23619f7853f664d5752f1f38f2141be11e1cabe1b5a29 description: '' health_score: 100.0 @@ -217572,8 +226472,8 @@ https://thenewstack.io/kubernetes-is-the-new-standard-for-computing-including-th v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-lifecycle-management-so-important-what-does-it-mean: + addition_method: manual content_hash: e63e2827f3cb2640a9a12d5bfbe89168ebc91db01f77b41ac19ef685ae129096 description: '' health_score: 100.0 @@ -217589,8 +226489,8 @@ https://thenewstack.io/kubernetes-lifecycle-management-so-important-what-does-it v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-microservices-istio%E2%80%8A-%E2%80%8Aa-great-fit: + addition_method: manual ai_summary: An early architectural post highlighting how Kubernetes, microservices, and Istio fit together to create a secure, observable runtime environment. complexity: Intermediate @@ -217616,8 +226516,8 @@ https://thenewstack.io/kubernetes-microservices-istio%E2%80%8A-%E2%80%8Aa-great- v2_locations: - istio.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-observability-challenges-in-cloud-native-architecture: + addition_method: manual content_hash: 67d0d9429e16691a727840539a28017c2c53fc4a066a00008455474d4181cdcf description: '' health_score: 100.0 @@ -217633,8 +226533,8 @@ https://thenewstack.io/kubernetes-observability-challenges-in-cloud-native-archi v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-on-bare-metal-vs-vms-its-not-just-performance: + addition_method: manual ai_summary: A comparative technical analysis evaluating the operational trade-offs between deploying Kubernetes on bare metal versus traditional virtual machines. While bare metal minimizes CPU/memory virtualization tax, VMs offer stronger isolation, @@ -217663,8 +226563,8 @@ https://thenewstack.io/kubernetes-on-bare-metal-vs-vms-its-not-just-performance: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-probes-and-why-they-matter-for-autoscaling: + addition_method: manual content_hash: 816f26d523e33280fdf8a38f7e8ecd32d3ec3da14ef7651c3f87c606454adc94 description: '' health_score: 100.0 @@ -217680,8 +226580,8 @@ https://thenewstack.io/kubernetes-probes-and-why-they-matter-for-autoscaling: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-run-analytics-at-the-edge-postgres-kafka-debezium: + addition_method: manual content_hash: f24e09c766229b3746df743df5f0545431b85e8621052f06df1f31dee38bb2e7 description: '' health_score: 100.0 @@ -217697,8 +226597,8 @@ https://thenewstack.io/kubernetes-run-analytics-at-the-edge-postgres-kafka-debez v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-secrets-management-3-approaches-9-best-practices: + addition_method: manual ai_summary: 'Synthesizes three core secrets management topologies: native Kubernetes, external vaults, and GitOps-encrypted envelopes. Provides nine actionable architectural rules, highlighting pitfalls in vanilla base64 encoded secrets.' @@ -217725,8 +226625,8 @@ https://thenewstack.io/kubernetes-secrets-management-3-approaches-9-best-practic v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-troubleshooting-primer: + addition_method: manual content_hash: f8f81366d1452fe7bf317f7316a2da76298b85d9d82f973fa858feea13bc5a4a description: '' health_score: 100.0 @@ -217742,8 +226642,8 @@ https://thenewstack.io/kubernetes-troubleshooting-primer: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-use-poddisruptionbudgets-for-application-maintenance-and-upgrades: + addition_method: manual content_hash: 9ad4e2636aa3045ae5270236582ffe42eaeecf9b8fb643ddf63ab156401f25fe description: '' health_score: 100.0 @@ -217759,8 +226659,8 @@ https://thenewstack.io/kubernetes-use-poddisruptionbudgets-for-application-maint v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-when-to-use-and-when-to-avoid-the-operator-pattern: + addition_method: manual content_hash: 0c6db90a4eeccad2c9433e7eda37abef9ab335c4011c8e27918a044aecf09ffc description: '' health_score: 100.0 @@ -217776,8 +226676,8 @@ https://thenewstack.io/kubernetes-when-to-use-and-when-to-avoid-the-operator-pat v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes-will-revolutionize-enterprise-database-management: + addition_method: manual content_hash: 93c4cbb10d7aacb94a9e769888847cf1044c877cbea842e4c2f71cad2c5d7966 description: '' health_score: 100.0 @@ -217793,32 +226693,32 @@ https://thenewstack.io/kubernetes-will-revolutionize-enterprise-database-managem v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/kubernetes/-and-the-next-generation-of-paas: + addition_method: manual health_score: 80.0 last_checked: 1779130495.0183 v1_locations: - docs/kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes/-daemonsets-a-detailed-introductory-tutorial: + addition_method: manual health_score: 80.0 last_checked: 1779130494.934007 v1_locations: - docs/kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes/-health-checks-using-probes: + addition_method: manual health_score: 80.0 last_checked: 1779130494.950558 v1_locations: - docs/kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes/-horror-stories: + addition_method: manual health_score: 80.0 last_checked: 1779130494.948163 v1_locations: - docs/kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes/-is-not-just-about-containers-its-about-the-api: + addition_method: manual health_score: 80.0 last_checked: 1779130495.007996 review_metadata: @@ -217829,14 +226729,14 @@ https://thenewstack.io/kubernetes/-is-not-just-about-containers-its-about-the-ap status: review_required v1_locations: - docs/kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes/-is-the-new-standard-for-computing-including-the-edge: + addition_method: manual health_score: 80.0 last_checked: 1779130495.033564 v1_locations: - docs/kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes/-lifecycle-management-so-important-what-does-it-mean: + addition_method: manual health_score: 80.0 last_checked: 1779130494.989615 review_metadata: @@ -217847,8 +226747,8 @@ https://thenewstack.io/kubernetes/-lifecycle-management-so-important-what-does-i status: review_required v1_locations: - docs/kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes/-observability-challenges-in-cloud-native-architecture: + addition_method: manual health_score: 80.0 last_checked: 1779130495.026219 review_metadata: @@ -217859,8 +226759,8 @@ https://thenewstack.io/kubernetes/-observability-challenges-in-cloud-native-arch status: review_required v1_locations: - docs/monitoring.md - addition_method: manual https://thenewstack.io/kubernetes/-probes-and-why-they-matter-for-autoscaling: + addition_method: manual health_score: 80.0 last_checked: 1779130494.952879 review_metadata: @@ -217871,14 +226771,14 @@ https://thenewstack.io/kubernetes/-probes-and-why-they-matter-for-autoscaling: status: review_required v1_locations: - docs/kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes/-use-poddisruptionbudgets-for-application-maintenance-and-upgrades: + addition_method: manual health_score: 80.0 last_checked: 1779130494.967545 v1_locations: - docs/kubernetes.md - addition_method: manual https://thenewstack.io/kubernetes/7-tips-for-cutting-down-your-aws-kubernetes-bill: + addition_method: manual content_hash: 9704e1bef54f9e3ddf8f64d98d2a3d0bb968492e2fd9e98abae0eb0651239c7d health_score: 100.0 last_checked: 1779130494.9385 @@ -217889,8 +226789,8 @@ https://thenewstack.io/kubernetes/7-tips-for-cutting-down-your-aws-kubernetes-bi - docs/aws-pricing.md v2_locations: - aws-pricing.md - addition_method: manual https://thenewstack.io/kubernetes/whats-the-difference-between-kubernetes-and-openshift: + addition_method: manual content_hash: 425a2e56625bb0c83f948e1a1dc98fc3751cb344e1e8f4c319e4ea56446d4bdb description: '' health_score: 100.0 @@ -217906,8 +226806,8 @@ https://thenewstack.io/kubernetes/whats-the-difference-between-kubernetes-and-op v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/kubestack-towards-full-stack-gitops: + addition_method: manual content_hash: d5ada2d8e4f5b2eacb9919e84f15b2df150f5e051f003ffa135bdf55e4d0e5d4 description: '' health_score: 100.0 @@ -217923,8 +226823,8 @@ https://thenewstack.io/kubestack-towards-full-stack-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/laying-the-groundwork-for-kubernetes-security-across-workloads-pods-and-users: + addition_method: manual ai_summary: An analysis of foundational Kubernetes security layers targeting workloads, pods, and user environments. It covers container runtimes, namespace isolation boundaries, and policy engines necessary to secure multi-tenant microservices @@ -217953,8 +226853,8 @@ https://thenewstack.io/laying-the-groundwork-for-kubernetes-security-across-work v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/learn-12-factor-apps-before-kubernetes: + addition_method: manual content_hash: 7fd64fc7e61cae18e45e80bcac1c0e821cda69601d6b827d32b52e5f2febd25d description: '' health_score: 100.0 @@ -217970,8 +226870,8 @@ https://thenewstack.io/learn-12-factor-apps-before-kubernetes: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/less-is-more-with-kubernetes-1-22: + addition_method: manual content_hash: 98ce98e6656199c2bf48b5bee802be017699b1fbb6215c1f3f7de23596962cb8 description: '' health_score: 100.0 @@ -217987,8 +226887,8 @@ https://thenewstack.io/less-is-more-with-kubernetes-1-22: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://thenewstack.io/lightsteps-opentelemetry-launchers-simplify-integration-to-line-of-code: + addition_method: manual content_hash: b20bbef1c7f8b0e9d37bd6f0389289d9db2b4a4507a680a72b64c4be1bb7e36a description: '' health_score: 100.0 @@ -218005,8 +226905,8 @@ https://thenewstack.io/lightsteps-opentelemetry-launchers-simplify-integration-t v2_locations: - prometheus.md year: N/A - addition_method: manual https://thenewstack.io/linkedin-layered-architecture-minimizes-kafka-scaling-issues: + addition_method: manual ai_summary: 'Curator Insight: Case study detailing how LinkedIn redesigned their backend streaming pipeline layers. Live Grounding: Explains how a layered model decouples the client APIs from physical clusters, mitigating client-induced connection @@ -218035,8 +226935,8 @@ https://thenewstack.io/linkedin-layered-architecture-minimizes-kafka-scaling-iss v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/linkerd-2-0-the-service-mesh-for-service-owners-platform-architects-sres: + addition_method: manual content_hash: bd820d563ac05ada4a2391bcc8726a8f7dd7d9d0535f0ec711bcee466bf79e10 description: '' health_score: 100.0 @@ -218053,8 +226953,8 @@ https://thenewstack.io/linkerd-2-0-the-service-mesh-for-service-owners-platform- v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/living-with-kubernetes-12-commands-to-debug-your-workloads: + addition_method: manual content_hash: 1d652f4607f292e9fd38f282c6f9324a109155511d87e9eccf111e93799baa38 description: '' health_score: 100.0 @@ -218071,8 +226971,8 @@ https://thenewstack.io/living-with-kubernetes-12-commands-to-debug-your-workload v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://thenewstack.io/living-with-kubernetes-api-lifecycles-and-you: + addition_method: manual content_hash: 1e89838c822e588d6254a98d167756a0011757ec59b19924db7b48fc883b5d09 description: '' health_score: 100.0 @@ -218088,8 +226988,8 @@ https://thenewstack.io/living-with-kubernetes-api-lifecycles-and-you: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/living-with-kubernetes-cluster-upgrades: + addition_method: manual content_hash: b65d902c0421f06f1603c236ed4d217d0a6133170a58a3f81b832d2ae99947e2 description: '' health_score: 100.0 @@ -218105,8 +227005,8 @@ https://thenewstack.io/living-with-kubernetes-cluster-upgrades: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/living-with-kubernetes-debug-clusters-in-8-commands: + addition_method: manual content_hash: 73bf40bad8adb18f1f2ce48cbcb20cd90abec6b0ee346d52e3c3250171e46238 description: '' health_score: 100.0 @@ -218122,8 +227022,8 @@ https://thenewstack.io/living-with-kubernetes-debug-clusters-in-8-commands: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://thenewstack.io/living-with-kubernetes-multicluster-management: + addition_method: manual content_hash: 3b6eff78bf62b647684516f9cb9e9351142a9630f381f5a1c8c98b1185d12a9e description: '' health_score: 100.0 @@ -218139,8 +227039,8 @@ https://thenewstack.io/living-with-kubernetes-multicluster-management: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/local-environment-as-code-is-it-possible-yet: + addition_method: manual content_hash: 144062d8026b71054b5677c15e289b8322432f8f57ce631deb1c6a700f19b715 description: '' health_score: 100.0 @@ -218156,8 +227056,8 @@ https://thenewstack.io/local-environment-as-code-is-it-possible-yet: v2_locations: - iac.md year: N/A - addition_method: manual https://thenewstack.io/locking-down-kubernetes-containers-with-vcluster: + addition_method: manual content_hash: 92d42e12d16f7285cbfcd0863af8c6912d1b617a4b18480592b78516b8f7f246 description: '' health_score: 100.0 @@ -218173,8 +227073,8 @@ https://thenewstack.io/locking-down-kubernetes-containers-with-vcluster: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://thenewstack.io/log-management-for-red-hat-openshift: + addition_method: manual content_hash: 2c75c3c68fbf4bdc984e9b949d696c975c4afc2fdcf1a66c205434a1817126bd description: '' health_score: 100.0 @@ -218190,8 +227090,8 @@ https://thenewstack.io/log-management-for-red-hat-openshift: v2_locations: - ocp4.md year: N/A - addition_method: manual https://thenewstack.io/low-code-for-pro-coders: + addition_method: manual ai_summary: Discusses how professional software engineers can successfully employ low-code frameworks. Focuses on bypassing boilerplate logic generation while maintaining control over custom system architectures. @@ -218218,8 +227118,8 @@ https://thenewstack.io/low-code-for-pro-coders: v2_locations: - lowcode-nocode.md year: N/A - addition_method: manual https://thenewstack.io/make-a-gitops-workflow-using-influxdb-templates: + addition_method: manual content_hash: f3c542559975d702c6bb93c4c01cff769d1e7396e4bba6d8ecfaf5afefda7534 description: '' health_score: 100.0 @@ -218235,8 +227135,8 @@ https://thenewstack.io/make-a-gitops-workflow-using-influxdb-templates: v2_locations: - prometheus.md year: N/A - addition_method: manual https://thenewstack.io/making-kubernetes-serverless-and-global-with-aws-fargate-on-eks-and-admiralty: + addition_method: manual ai_summary: 'Curator Insight: An evaluation of federating multi-region environments using serverless AWS Fargate and Admiralty. @@ -218266,8 +227166,8 @@ https://thenewstack.io/making-kubernetes-serverless-and-global-with-aws-fargate- v2_locations: - aws-devops.md year: N/A - addition_method: manual https://thenewstack.io/manage-multicluster-kubernetes-with-operators: + addition_method: manual content_hash: 4a1ae072a0bc776d05ad5ae76feac89d01d9652c9571d3b9fd1b6e7e535992ac description: '' health_score: 100.0 @@ -218283,8 +227183,8 @@ https://thenewstack.io/manage-multicluster-kubernetes-with-operators: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/managing-kubernetes-secrets-with-aws-secrets-manager: + addition_method: manual ai_summary: Highlights workflows connecting AWS Secrets Manager endpoints directly to target EKS workloads. Compares dynamic injection models with direct SDK/API secret pulling patterns. @@ -218311,8 +227211,8 @@ https://thenewstack.io/managing-kubernetes-secrets-with-aws-secrets-manager: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/managing-secrets-in-your-devops-pipeline: + addition_method: manual ai_summary: Comprehensive overview of managing sensitive credentials across CI and CD environments. Discusses dynamic secrets generation, rotation, and pipeline isolation techniques to limit exposure vectors. @@ -218339,8 +227239,8 @@ https://thenewstack.io/managing-secrets-in-your-devops-pipeline: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/maria-db-gets-reactive-with-a-non-blocking-connector-for-java: + addition_method: manual content_hash: 518cfc7a4a3aed8ea7360c0dff425e29fa35dd90fa6f8a608e91097f32c784d7 description: '' health_score: 100.0 @@ -218357,8 +227257,8 @@ https://thenewstack.io/maria-db-gets-reactive-with-a-non-blocking-connector-for- v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/maximize-k3s-resource-efficiency-with-calico-ebpf-data-plane: + addition_method: manual content_hash: b25ac643fcf0f53b0e4c8195e0a46aa55fbe47eabec71c6819993d4d5a610be8 description: '' health_score: 100.0 @@ -218374,8 +227274,8 @@ https://thenewstack.io/maximize-k3s-resource-efficiency-with-calico-ebpf-data-pl v2_locations: - demos.md year: N/A - addition_method: manual https://thenewstack.io/maximizing-kubernetes-efficiency-with-opentelemetry-tracing: + addition_method: manual content_hash: d76b5c2a59a234c962726bc93eae1f7e9a4cb0db82d613f86d893313f4859746 description: '' health_score: 100.0 @@ -218391,8 +227291,8 @@ https://thenewstack.io/maximizing-kubernetes-efficiency-with-opentelemetry-traci v2_locations: - prometheus.md year: N/A - addition_method: manual https://thenewstack.io/maximizing-the-value-of-containerization-for-devops: + addition_method: manual content_hash: 83e86e22856a270eaa9285f32fb52600c35137a19422a17682b7a886974b5a52 description: '' health_score: 100.0 @@ -218408,8 +227308,8 @@ https://thenewstack.io/maximizing-the-value-of-containerization-for-devops: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/mercedes-benz-4-reasons-to-sponsor-open-source-projects: + addition_method: manual content_hash: 7814291827a647ff3a45d60eea5cef9a9d94e89ae1d3dfc3b7b9437585027411 description: '' health_score: 100.0 @@ -218425,8 +227325,8 @@ https://thenewstack.io/mercedes-benz-4-reasons-to-sponsor-open-source-projects: v2_locations: - customer.md year: N/A - addition_method: manual https://thenewstack.io/microservices-align-the-pain-with-the-solution: + addition_method: manual ai_summary: 'Curator Insight: Argues for a pragmatic, outcome-based approach to adoption, warning against entering microservices environments blindly. Live Grounding: Explores the hidden architectural costs such as networks, latency, data synchronization, @@ -218454,8 +227354,8 @@ https://thenewstack.io/microservices-align-the-pain-with-the-solution: v2_locations: - faq.md year: N/A - addition_method: manual https://thenewstack.io/microservices-transformed-devops-why-security-is-next: + addition_method: manual content_hash: 1433d379dba7a0a26d2b17949e9137b54ce05953ebd2c5ed3fbab8d537746153 description: '' health_score: 100.0 @@ -218471,8 +227371,8 @@ https://thenewstack.io/microservices-transformed-devops-why-security-is-next: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/microservices-vs-monoliths-an-operational-comparison: + addition_method: manual content_hash: fd2fa7805264d734a7a5c002e370465477a3faf197a1af4bff006d8cf043e172 description: '' health_score: 100.0 @@ -218483,8 +227383,8 @@ https://thenewstack.io/microservices-vs-monoliths-an-operational-comparison: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://thenewstack.io/microservices/microservices-vs-monoliths-an-operational-comparison: + addition_method: manual content_hash: c1259d726bab71dd509dc8a119017ac22f1a0769cebb24b9f8169eca9ce6e0f3 health_score: 100.0 last_checked: 1779130494.989233 @@ -218495,8 +227395,8 @@ https://thenewstack.io/microservices/microservices-vs-monoliths-an-operational-c - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://thenewstack.io/microservices/the-future-of-microservices-more-abstractions: + addition_method: manual content_hash: 53f5b80811253b92e3b38b1a9dae3fa206b934dd6999a842ca5e8c975dcb3e9e health_score: 100.0 last_checked: 1779130494.959313 @@ -218507,8 +227407,8 @@ https://thenewstack.io/microservices/the-future-of-microservices-more-abstractio - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://thenewstack.io/microservices/what-is-microservices-architecture: + addition_method: manual content_hash: ada2c94de9fae471d12950ece7ef91ba2252d2d7590f6cb674bdc4486f013ba2 description: '' health_score: 100.0 @@ -218524,8 +227424,8 @@ https://thenewstack.io/microservices/what-is-microservices-architecture: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/microsoft-keda-2-0-scales-up-event-driven-programming-on-kubernetes: + addition_method: manual content_hash: bb7b8f0987a1a72d2f7a9abb3581c338462f7ef6b7453fcd8eff897ccf107cf4 description: '' health_score: 100.0 @@ -218541,8 +227441,8 @@ https://thenewstack.io/microsoft-keda-2-0-scales-up-event-driven-programming-on- v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://thenewstack.io/microsoft-takes-kubernetes-to-the-edge-with-aks-lite: + addition_method: manual ai_summary: An industry report detailing AKS Lite (AKS Edge Essentials). Outlines Microsoft's strategy to deploy lightweight Kubernetes clusters onto small-footprint IoT hardware while keeping them linked via Azure Arc. @@ -218569,8 +227469,8 @@ https://thenewstack.io/microsoft-takes-kubernetes-to-the-edge-with-aks-lite: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/microsoft-takes-practical-approach-to-kubernetes-management: + addition_method: manual ai_summary: Press analysis detailing Microsoft's strategic efforts to reduce Kubernetes operational complexities. Explains their engineering initiatives on hybrid management through Azure Arc, ecosystem tool integrations, and the simplification of AKS @@ -218598,8 +227498,8 @@ https://thenewstack.io/microsoft-takes-practical-approach-to-kubernetes-manageme v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/misconfiguration-worries-grow: + addition_method: manual content_hash: 652b370deb4fa01d0d50130f86f595ea54b54ebf433e7fc5f24f67778a517168 description: '' health_score: 100.0 @@ -218615,8 +227515,8 @@ https://thenewstack.io/misconfiguration-worries-grow: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/monitor-your-containers-with-sysdig: + addition_method: manual content_hash: 1978db3b03b54b861bbb412f2f10bec7616355376845e2a39f67f82f05c0c206 description: '' health_score: 100.0 @@ -218632,8 +227532,8 @@ https://thenewstack.io/monitor-your-containers-with-sysdig: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/monitoring-api-latencies-after-releases-4-mistakes-to-avoid: + addition_method: manual content_hash: f9152257547e1ed288356567636d2da3f9ddaeeb6e0017ee466a90d28c7fc0b4 description: '' health_score: 100.0 @@ -218649,8 +227549,8 @@ https://thenewstack.io/monitoring-api-latencies-after-releases-4-mistakes-to-avo v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/monitoring-as-code-what-it-is-and-why-you-need-it: + addition_method: manual content_hash: c677b83c6492b335346620f323642ba7d6c815e1486228cadff79f22685deab4 description: '' health_score: 100.0 @@ -218666,8 +227566,8 @@ https://thenewstack.io/monitoring-as-code-what-it-is-and-why-you-need-it: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/monitoring-vs-observability-whats-the-difference: + addition_method: manual content_hash: 2a614b2e0084582197eb2c674030c5b4e3620553f825ad7958149ff87cf12bda description: '' health_score: 100.0 @@ -218683,8 +227583,8 @@ https://thenewstack.io/monitoring-vs-observability-whats-the-difference: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/monolithic-development-practices-kill-powerful-kubernetes-benefits: + addition_method: manual content_hash: d675853b84d8f0ea09f3f6311a58257c9a0dae2f869238545c56ff096e599c1f description: '' health_score: 100.0 @@ -218701,8 +227601,8 @@ https://thenewstack.io/monolithic-development-practices-kill-powerful-kubernetes v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/monoliths-to-microservices-4-modernization-best-practices-2: + addition_method: manual content_hash: 6be87cadea24d10fbb4617a81a14351e21000c93f0eebdd830dd2ecbd1d47d4d description: '' health_score: 100.0 @@ -218718,8 +227618,8 @@ https://thenewstack.io/monoliths-to-microservices-4-modernization-best-practices v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/more-database-analytics-workloads-ran-on-kubernetes-in-2022: + addition_method: manual content_hash: f4379255ecd80c86b07caec4cc8ee60bc3982888a722c9c3805845f3d9ed4a6d description: '' health_score: 100.0 @@ -218736,8 +227636,8 @@ https://thenewstack.io/more-database-analytics-workloads-ran-on-kubernetes-in-20 v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/more-python-for-non-programmers: + addition_method: manual content_hash: f145015b363693ef19772ea1023b9e258a8fc71dfd368db3b30d48372debb69d description: '' health_score: 100.0 @@ -218753,8 +227653,8 @@ https://thenewstack.io/more-python-for-non-programmers: v2_locations: - python.md year: N/A - addition_method: manual https://thenewstack.io/multicloud-challenges-and-solutions: + addition_method: manual content_hash: c07726de701534af192a54236ef29a62d0ab780e454ebb9e9a2f3c5ef8993d95 description: '' health_score: 100.0 @@ -218770,8 +227670,8 @@ https://thenewstack.io/multicloud-challenges-and-solutions: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/multicloud-paves-the-way-for-cloud-native-resiliency-models: + addition_method: manual content_hash: 1a3f5f646fc65b0a1405c802131eafbdb4d94a0f905a1f8676c8e2af594fb9ff description: '' health_score: 100.0 @@ -218787,8 +227687,8 @@ https://thenewstack.io/multicloud-paves-the-way-for-cloud-native-resiliency-mode v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/multicluster-management-with-kubernetes-and-istio: + addition_method: manual ai_summary: Explores the core design trade-offs of deploying multi-cluster Istio topologies, comparing primary-remote and multi-primary architectures. Discusses DNS resolution, secure gateway transit, and the consolidation of global service @@ -218818,8 +227718,8 @@ https://thenewstack.io/multicluster-management-with-kubernetes-and-istio: v2_locations: - istio.md year: N/A - addition_method: manual https://thenewstack.io/mutual-tls-microservices-encryption-for-service-mesh: + addition_method: manual content_hash: a01d595436d909a7796967f4e755f350f16c61177d4a44f25829e035e7e925de description: '' health_score: 100.0 @@ -218835,8 +227735,8 @@ https://thenewstack.io/mutual-tls-microservices-encryption-for-service-mesh: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/no-kubernetes-needed-amazon-ecs-anywhere: + addition_method: manual ai_summary: Analyzes Amazon ECS Anywhere as an alternative orchestration pathway bypassing Kubernetes complexity for on-premises hardware. Emphasizes the technical benefits of running native ECS task definitions in a hybrid cloud configuration @@ -218864,8 +227764,8 @@ https://thenewstack.io/no-kubernetes-needed-amazon-ecs-anywhere: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://thenewstack.io/nsa-on-how-to-harden-kubernetes: + addition_method: manual ai_summary: Breaks down NSA recommendations on securing containerized apps. Discusses runtime privileges, host isolation, and securing the internal network to prevent privilege escalations. @@ -218892,8 +227792,8 @@ https://thenewstack.io/nsa-on-how-to-harden-kubernetes: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/observability-is-the-new-kubernetes: + addition_method: manual content_hash: 26780425ea123bf46530cdaeba4497cca4f21007019376a1020be59072d0630e description: '' health_score: 100.0 @@ -218909,8 +227809,8 @@ https://thenewstack.io/observability-is-the-new-kubernetes: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/observability-wont-replace-monitoring-because-it-shouldnt: + addition_method: manual content_hash: e401d1467273e6285d691022dd896fa42691504afebd1019b530d4c561139bed description: '' health_score: 100.0 @@ -218927,8 +227827,8 @@ https://thenewstack.io/observability-wont-replace-monitoring-because-it-shouldnt v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/offloading-authentication-and-authorization-from-application-code-to-a-service-mesh: + addition_method: manual content_hash: 5ed26bd1cf79a193148c810388ee77e44f5ac5e2d37d062efb1cfcb010f9fbb0 description: '' health_score: 100.0 @@ -218945,8 +227845,8 @@ https://thenewstack.io/offloading-authentication-and-authorization-from-applicat v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/open-source-democratized-software-now-lets-democratize-security: + addition_method: manual ai_summary: 'Highlights how open-source software security tools democratize threat mitigation across small and large engineering teams. Contrast: Curator Insight focuses on basic cost savings, while Live Grounding shows that tools like Trivy, @@ -218976,8 +227876,8 @@ https://thenewstack.io/open-source-democratized-software-now-lets-democratize-se v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors: + addition_method: manual content_hash: 4f86c7cf0d795828559792e0ab37b5e08a28de03a1c19dbef88752adaf59b5ee description: '' health_score: 100.0 @@ -218993,8 +227893,8 @@ https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/operationalizing-chaos-engineering-with-gitops: + addition_method: manual content_hash: f7d4259e99c9570ba93602ddc41dbe4e57b198380276f9038735c8fb4cab7c7c description: '' health_score: 100.0 @@ -219010,8 +227910,8 @@ https://thenewstack.io/operationalizing-chaos-engineering-with-gitops: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://thenewstack.io/operators-and-sidecars-are-the-new-model-for-software-delivery: + addition_method: manual content_hash: 9ec74eafd344469627f801f138e59329eafeb19fe4e4e4728312e4e2bfcbfaaa description: '' health_score: 100.0 @@ -219027,8 +227927,8 @@ https://thenewstack.io/operators-and-sidecars-are-the-new-model-for-software-del v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/optimizing-app-performance-in-a-multicloud-stack: + addition_method: manual content_hash: 344cadaed7691f723aee273961097675eb6bc124ba80844330761f694d565363 description: '' health_score: 100.0 @@ -219044,8 +227944,8 @@ https://thenewstack.io/optimizing-app-performance-in-a-multicloud-stack: v2_locations: - qa.md year: N/A - addition_method: manual https://thenewstack.io/optimizing-kubernetes-for-peak-traffic-and-avoiding-setbacks: + addition_method: manual content_hash: 954973306d5ca7ac46c394d3754cdebde8ec34115bfe9d3488fa0417da17d200 description: '' health_score: 100.0 @@ -219061,8 +227961,8 @@ https://thenewstack.io/optimizing-kubernetes-for-peak-traffic-and-avoiding-setba v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/otomi-container-platform-offers-an-integrated-kubernetes-bundle: + addition_method: manual ai_summary: In-depth profile of Otomi Container Platform, highlighting how it integrates open-source tools (such as Cert-Manager, Knative, Prometheus) into an out-of-the-box developer platform. @@ -219090,8 +227990,8 @@ https://thenewstack.io/otomi-container-platform-offers-an-integrated-kubernetes- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/otterize-intent-based-access-control-for-kubernetes-and-cloud: + addition_method: manual content_hash: 05b19d3ec0bb38aebed3bf5762c6f324dad838311c299b03adfe87a2559b78df description: '' health_score: 100.0 @@ -219108,8 +228008,8 @@ https://thenewstack.io/otterize-intent-based-access-control-for-kubernetes-and-c v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://thenewstack.io/owasp-top-10-a-guide-to-the-worst-software-vulnerabilities: + addition_method: manual ai_summary: A foundational guide breaking down the categories of the OWASP Top 10. Reviews risk profiles, real-world execution vectors, and developer methodologies required to eliminate standard insecure programming configurations. @@ -219137,8 +228037,8 @@ https://thenewstack.io/owasp-top-10-a-guide-to-the-worst-software-vulnerabilitie v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture: + addition_method: manual ai_summary: Traces the structural progress of big data analytics pipelines. Focuses on the architectural evolution from high-latency batch map-reduce jobs to real-time Kappa and Lambda messaging topologies. @@ -219165,8 +228065,8 @@ https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture: v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/perform-distributed-tracing-with-zipkin: + addition_method: manual content_hash: 72bffb6ef9fb363a5bfeb4f1abe01b1ad9f664e787ceb31ab8fde59352c888ed description: '' health_score: 100.0 @@ -219177,8 +228077,8 @@ https://thenewstack.io/perform-distributed-tracing-with-zipkin: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://thenewstack.io/persistent-volumes-separating-compute-and-storage: + addition_method: manual content_hash: e4992bcca654bce09827355993ef3161c6cd9c6da7dd326db4ce508320c7a4ba description: '' health_score: 100.0 @@ -219194,8 +228094,8 @@ https://thenewstack.io/persistent-volumes-separating-compute-and-storage: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/platform-engineering: + addition_method: manual content_hash: a6fbf9c0f32324c98f0181014e27c440854108717092ae07b6c6d84b51604ff4 description: '' health_score: 100.0 @@ -219211,8 +228111,8 @@ https://thenewstack.io/platform-engineering: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/platform-engineering-in-2023-dev-first-collaboration-and-apis: + addition_method: manual content_hash: 353bf25e228279ac5edfeab9b7b926e0a43c4f1b110eaf2ba353ed14e6f1285b description: '' health_score: 100.0 @@ -219224,8 +228124,8 @@ https://thenewstack.io/platform-engineering-in-2023-dev-first-collaboration-and- v1_locations: - docs/devops.md year: N/A - addition_method: manual https://thenewstack.io/platform-engineering/-in-2023-dev-first-collaboration-and-apis: + addition_method: manual health_score: 64.0 last_checked: 1779130494.975182 tags: @@ -219234,8 +228134,8 @@ https://thenewstack.io/platform-engineering/-in-2023-dev-first-collaboration-and - docs/devops.md v2_locations: - devops.md - addition_method: manual https://thenewstack.io/platform-engineering/architecture-and-design-considerations-for-platform-engineering-teams: + addition_method: manual content_hash: 9b0e02e15aff3ebbc2ba6d84a9048fd2933cf7da88a51f594c07c40ae5c8ea32 description: '' health_score: 100.0 @@ -219256,8 +228156,8 @@ https://thenewstack.io/platform-engineering/architecture-and-design-consideratio v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/post-pandemic-devops-moves-to-resilient-collaboration: + addition_method: manual content_hash: 399e7777e94bf3b9f072263aed32f99f35af63b6d74a97f7ca5d650ad9df1748 description: '' health_score: 100.0 @@ -219273,8 +228173,8 @@ https://thenewstack.io/post-pandemic-devops-moves-to-resilient-collaboration: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/prepare-to-adopt-the-cloud-a-10-step-cloud-migration-checklist: + addition_method: manual content_hash: dc0dd74692bdea5a5730da7fc961c9a61ce01e4a27879e96bff281d1f8a09716 description: '' health_score: 100.0 @@ -219291,8 +228191,8 @@ https://thenewstack.io/prepare-to-adopt-the-cloud-a-10-step-cloud-migration-chec v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/private-vs-public-cloud-how-kubernetes-shifts-the-balance: + addition_method: manual content_hash: 1d483b6112a0611a491ad2a22811cb77b77f5b3a554fa04efcab7bd6915cd5d7 description: '' health_score: 100.0 @@ -219308,8 +228208,8 @@ https://thenewstack.io/private-vs-public-cloud-how-kubernetes-shifts-the-balance v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/project-calico-kubernetes-security-as-saas: + addition_method: manual ai_summary: Explores Tigera's SaaS offering extension of Project Calico. Investigates capabilities of enforcing cloud-native microsegmentation, threat mitigation, and real-time network traffic audits across hybrid multi-cluster environments. @@ -219337,8 +228237,8 @@ https://thenewstack.io/project-calico-kubernetes-security-as-saas: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along: + addition_method: manual ai_summary: An informative look at the historical data model incompatibilities between Prometheus and OpenTelemetry (OTel). It details the industry efforts to reconcile standard Prometheus structures with the broader OTel landscape. @@ -219369,8 +228269,8 @@ https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along: - servicemesh.md - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/provision-bare-metal-kubernetes-with-the-cluster-api: + addition_method: manual ai_summary: Investigates the mechanics of using Cluster API providers (such as Metal3) to provision bare-metal hardware declaratively. Details the transformation of raw physical bare metal nodes into standard, managed Kubernetes control-planes @@ -219398,8 +228298,8 @@ https://thenewstack.io/provision-bare-metal-kubernetes-with-the-cluster-api: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://thenewstack.io/pulumi-releases-a-kubernetes-operator: + addition_method: manual content_hash: f3eb69a0f96a8505e257465f3d3a02e32352956baf30ec723e5a526f542c1cc8 description: '' health_score: 100.0 @@ -219415,8 +228315,8 @@ https://thenewstack.io/pulumi-releases-a-kubernetes-operator: v2_locations: - pulumi.md year: N/A - addition_method: manual https://thenewstack.io/push-vs-pull-in-gitops-is-there-really-a-difference: + addition_method: manual content_hash: 61e2e41969967f3e55a764a3b6345d1ee41ef7ba058151c67b468dc000fca95c description: '' health_score: 100.0 @@ -219432,8 +228332,8 @@ https://thenewstack.io/push-vs-pull-in-gitops-is-there-really-a-difference: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/python-for-beginners-when-and-how-to-use-tuples: + addition_method: manual content_hash: 7c2e9f96793f923bd09ea03d62070626ad7cc36962151919ee76ee5a6522c943 description: '' health_score: 100.0 @@ -219449,8 +228349,8 @@ https://thenewstack.io/python-for-beginners-when-and-how-to-use-tuples: v2_locations: - python.md year: N/A - addition_method: manual https://thenewstack.io/quickly-install-a-kubernetes-cluster-with-kubekey: + addition_method: manual content_hash: e6d4574bbbc4eba5cc897a7800e6540c136494a4abb2f96f9bf408cd14b02d97 description: '' health_score: 100.0 @@ -219461,8 +228361,8 @@ https://thenewstack.io/quickly-install-a-kubernetes-cluster-with-kubekey: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/rancher-2-5-sets-out-to-be-the-stock-kubernetes-build-for-gitops: + addition_method: manual content_hash: 77f268c54ce2d5693202fcd49cf0adf153262b41b445d18c4471977c472361ec description: '' health_score: 100.0 @@ -219479,8 +228379,8 @@ https://thenewstack.io/rancher-2-5-sets-out-to-be-the-stock-kubernetes-build-for v2_locations: - rancher.md year: N/A - addition_method: manual https://thenewstack.io/rancher-donates-its-longhorn-kubernetes-persistent-storage-software-to-cncf: + addition_method: manual content_hash: 922fff997451989ec3f5ccf66cf553bf298ba98aa5a89a0bc93e4133b660ec4a description: '' health_score: 100.0 @@ -219497,8 +228397,8 @@ https://thenewstack.io/rancher-donates-its-longhorn-kubernetes-persistent-storag v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/react-in-real-time-with-event-driven-apis: + addition_method: manual content_hash: 2d9682b9270ddc3cf5c97b450fe43b590fe1433054577f64743f8ba2982c4a31 description: '' health_score: 100.0 @@ -219514,8 +228414,8 @@ https://thenewstack.io/react-in-real-time-with-event-driven-apis: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/reasons-to-implement-hashicorp-vault-and-other-zero-trust-tools: + addition_method: manual ai_summary: Explores Zero Trust infrastructure fundamentals using HashiCorp Vault and Consul. Explains the shift from network-perimeter defense to identity-based application authentication and continuous validation. @@ -219543,8 +228443,8 @@ https://thenewstack.io/reasons-to-implement-hashicorp-vault-and-other-zero-trust v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/reasons-to-opt-for-a-multicloud-strategy: + addition_method: manual content_hash: 19b16efdc089b699a07032b788ae3e1bccf4bc49e38297c0dece28220f34dc5d description: '' health_score: 100.0 @@ -219560,8 +228460,8 @@ https://thenewstack.io/reasons-to-opt-for-a-multicloud-strategy: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/red-hat-brings-ansible-automation-to-kubernetes: + addition_method: manual content_hash: 341061c0b0b95a89b80bf82db46f3c5c69701bffa3fa12206fcc275f24dfe191 description: '' health_score: 100.0 @@ -219577,8 +228477,8 @@ https://thenewstack.io/red-hat-brings-ansible-automation-to-kubernetes: v2_locations: - ansible.md year: N/A - addition_method: manual https://thenewstack.io/red-hat-brings-backup-snapshots-to-openshift-container-storage: + addition_method: manual content_hash: 1db4f1386305248fbeb42557a267bf68dca9beab719da64a27180b15275c936b description: '' health_score: 100.0 @@ -219595,8 +228495,8 @@ https://thenewstack.io/red-hat-brings-backup-snapshots-to-openshift-container-st v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://thenewstack.io/red-hat-delivers-full-gitops-ci-cd-built-on-tekton-and-argo: + addition_method: manual content_hash: dc96ff3588d3bce4010ff06cbc40c90bfb62a5eb0e74a61b6ee9ce6021fd631c description: '' health_score: 100.0 @@ -219612,8 +228512,8 @@ https://thenewstack.io/red-hat-delivers-full-gitops-ci-cd-built-on-tekton-and-ar v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/red-hat-jboss-data-grid-not-just-storing-java-objects-anymore: + addition_method: manual content_hash: 9b82ead8994125316ff5f90c5d82dbe0759ccc94ad0e09080493df9e34b2d17d description: '' health_score: 100.0 @@ -219629,8 +228529,8 @@ https://thenewstack.io/red-hat-jboss-data-grid-not-just-storing-java-objects-any v2_locations: - caching.md year: N/A - addition_method: manual https://thenewstack.io/red-hat-launches-an-openshift-based-marketplace-to-aid-multicloud-portability: + addition_method: manual content_hash: 32948a11c927b873cca0aaf308283e876159e2841e19ef2d7878b6b4e87442bd description: '' health_score: 100.0 @@ -219647,8 +228547,8 @@ https://thenewstack.io/red-hat-launches-an-openshift-based-marketplace-to-aid-mu v2_locations: - ocp4.md year: N/A - addition_method: manual https://thenewstack.io/red-hat-offers-a-complete-kubernetes-stack-with-openshift-platform-plus: + addition_method: manual content_hash: 902843e3d4d876b9d3979f0511642fdf37831b5b701318e52e1c7b56c5a3e7d3 description: '' health_score: 100.0 @@ -219665,8 +228565,8 @@ https://thenewstack.io/red-hat-offers-a-complete-kubernetes-stack-with-openshift v2_locations: - ocp4.md year: N/A - addition_method: manual https://thenewstack.io/red-hat-openshift-4-8-adds-serverless-functions-pipelines-as-code: + addition_method: manual content_hash: 5934c5087963a92ab9e1055a59f5be9ce976383f6ea8cf0cc8da54489a3689d0 description: '' health_score: 100.0 @@ -219682,8 +228582,8 @@ https://thenewstack.io/red-hat-openshift-4-8-adds-serverless-functions-pipelines v2_locations: - ocp4.md year: N/A - addition_method: manual https://thenewstack.io/reduce-kubernetes-costs-using-autoscaling-mechanisms: + addition_method: manual content_hash: e0020b4f59d6a3dc6271b5fa9a0fcd977a3dba81a4002ed1dc02521232f5ea8a description: '' health_score: 100.0 @@ -219699,8 +228599,8 @@ https://thenewstack.io/reduce-kubernetes-costs-using-autoscaling-mechanisms: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://thenewstack.io/remote-debugging-in-aws-the-missing-link-in-your-debugging-toolset: + addition_method: manual content_hash: a346d7f7e37849af665063b28dc4b8fe5b3c1155b4b58acbd12fb61283bf6033 description: '' health_score: 100.0 @@ -219717,8 +228617,8 @@ https://thenewstack.io/remote-debugging-in-aws-the-missing-link-in-your-debuggin v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://thenewstack.io/removing-the-roadblock-to-continuous-performance-testing: + addition_method: manual content_hash: 6d5f9a2746e69e33d3bf76f0cbab79f0f0bdf14259a6b5d37ce8850cb6cc19e7 description: '' health_score: 100.0 @@ -219734,8 +228634,8 @@ https://thenewstack.io/removing-the-roadblock-to-continuous-performance-testing: v2_locations: - testops.md year: N/A - addition_method: manual https://thenewstack.io/repatriation-or-cloud-what-we-need-is-control: + addition_method: manual content_hash: e6a7ec79e2bd8964aad504bf18dcdd29bb8e3f834f2b153804572b0ee78a1c58 description: '' health_score: 100.0 @@ -219751,8 +228651,8 @@ https://thenewstack.io/repatriation-or-cloud-what-we-need-is-control: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/scaling-microservices-on-kubernetes: + addition_method: manual content_hash: bd6eb8861a379131d64fff4d2554530b7c559b15babec37992debf24165e14c4 description: '' health_score: 100.0 @@ -219768,8 +228668,8 @@ https://thenewstack.io/scaling-microservices-on-kubernetes: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://thenewstack.io/secops-in-a-post-covid-world-3-security-trends-to-watch: + addition_method: manual ai_summary: Outlines critical security trends influenced by the sudden acceleration of distributed remote workforces and cloud adoption. Emphasizes the prioritization of identity-centric security boundaries, zero-trust cloud network baselines, and @@ -219798,8 +228698,8 @@ https://thenewstack.io/secops-in-a-post-covid-world-3-security-trends-to-watch: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/secure-your-service-mesh-a-13-item-checklist: + addition_method: manual content_hash: 73c1084a56e58225116b3e51cbc29352589148ece89b0abe8913c2699119af8c description: '' health_score: 100.0 @@ -219815,8 +228715,8 @@ https://thenewstack.io/secure-your-service-mesh-a-13-item-checklist: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/secured-access-to-kubernetes-from-anywhere-with-zero-trust: + addition_method: manual ai_summary: Details the design principles of Zero-Trust Network Access (ZTNA) when applied to remote cluster management pipelines. Discusses replacing legacy VPC VPN tunnels with dynamic, context-aware proxy layers that strictly validate developer @@ -219846,8 +228746,8 @@ https://thenewstack.io/secured-access-to-kubernetes-from-anywhere-with-zero-trus v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/securing-access-to-kubernetes-environments-with-zero-trust: + addition_method: manual ai_summary: 'Curator Insight: Article on applying Zero Trust Network Access (ZTNA) parameters to cluster control planes. Live Grounding: Covers contextual authorization and micro-segmentation workflows designed to replace static kubeconfig files.' @@ -219874,8 +228774,8 @@ https://thenewstack.io/securing-access-to-kubernetes-environments-with-zero-trus v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/securing-istio-workloads-with-auth0: + addition_method: manual ai_summary: A tutorial walking through the implementation of JSON Web Token (JWT) validation at the service mesh edge. Shows how to integrate external identity providers like Auth0 with Istio's RequestAuthentication and AuthorizationPolicy @@ -219905,8 +228805,8 @@ https://thenewstack.io/securing-istio-workloads-with-auth0: v2_locations: - istio.md year: N/A - addition_method: manual https://thenewstack.io/securing-kubernetes-in-a-cloud-native-world: + addition_method: manual ai_summary: Surveys the shifting landscape of threat profiles in modern distributed cloud environments. Curator insight explores how legacy perimeter security controls fail inside highly dynamic container environments. Live grounding reinforces the @@ -219935,8 +228835,8 @@ https://thenewstack.io/securing-kubernetes-in-a-cloud-native-world: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/security-insights-into-infrastructure-as-code: + addition_method: manual ai_summary: Details security challenges present in IaC files across Terraform, Ansible, and CloudFormation. Analyzes typical misconfiguration risks (such as public S3 buckets, open security groups) and demonstrates the value of automated programmatic @@ -219965,8 +228865,8 @@ https://thenewstack.io/security-insights-into-infrastructure-as-code: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/security-will-be-instrumental-for-the-success-of-gitops: + addition_method: manual content_hash: ab9f0db58ac731bedd33dbebe98d2d3d1eb01b4f8a53d24befc66170824acf47 description: '' health_score: 100.0 @@ -219982,8 +228882,8 @@ https://thenewstack.io/security-will-be-instrumental-for-the-success-of-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/serverless-needs-more-observability-tools: + addition_method: manual content_hash: 7ed222a3a13d8677434896b4bdf08f1f163d285f00a671ed723ef199d4a6f283 description: '' health_score: 100.0 @@ -219999,8 +228899,8 @@ https://thenewstack.io/serverless-needs-more-observability-tools: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/serverless-vs-kubernetes-the-peoples-vote: + addition_method: manual content_hash: f77a96ff6fd3a14474861cb2603a124d8c54d4a0eb4199f55732bbf84f55b76f description: '' health_score: 100.0 @@ -220016,8 +228916,8 @@ https://thenewstack.io/serverless-vs-kubernetes-the-peoples-vote: v2_locations: - serverless.md year: N/A - addition_method: manual https://thenewstack.io/service-level-objectives-in-kubernetes: + addition_method: manual ai_summary: Explains Service Level Objectives (SLOs) in cloud-native systems, detailing how to establish SLIs and error budgets inside Kubernetes clusters. Introduces standard math and metrics pipelines needed to track app health reliably. @@ -220044,8 +228944,8 @@ https://thenewstack.io/service-level-objectives-in-kubernetes: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://thenewstack.io/service-mesh-adds-security-observability-and-traffic-control-to-kubernetes: + addition_method: manual content_hash: 414086dc94a6dbe4b8616ab7a00e3a568da3a366ac7a8ed9ed0e1a2d02b1f099 description: '' health_score: 100.0 @@ -220062,8 +228962,8 @@ https://thenewstack.io/service-mesh-adds-security-observability-and-traffic-cont v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/service-meshes-in-the-cloud-native-world: + addition_method: manual content_hash: e37d8695494562be97f2811378d8b0ed49ae9d587b8f69f67ebad577e01b77aa description: '' health_score: 100.0 @@ -220079,8 +228979,8 @@ https://thenewstack.io/service-meshes-in-the-cloud-native-world: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/sharing-the-operations-burden-centralized-vs-decentralized: + addition_method: manual ai_summary: A deep-dive architectural comparison of centralized operations centers versus decentralized, application-embedded operations models. The analysis explores trade-offs regarding communication latency, incident ownership, and platform engineering @@ -220108,8 +229008,8 @@ https://thenewstack.io/sharing-the-operations-burden-centralized-vs-decentralize v2_locations: - sre.md year: N/A - addition_method: manual https://thenewstack.io/shuttleops-no-code-docker-and-kubernetes: + addition_method: manual content_hash: 6761e41e99275d550411b1edcf795c8cb8201de464a97b1f68e1efbd9fe308bd description: '' health_score: 100.0 @@ -220125,8 +229025,8 @@ https://thenewstack.io/shuttleops-no-code-docker-and-kubernetes: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landscape: + addition_method: manual content_hash: 5109ddeff50e312ffb162c8f41fd481d9e83197d91c2ada863a3aad4d73f4124 description: '' health_score: 100.0 @@ -220144,8 +229044,8 @@ https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landsca - kubernetes.md - kubernetes-autoscaling.md year: N/A - addition_method: manual https://thenewstack.io/simple-http-load-testing-with-slos: + addition_method: manual ai_summary: A deep dive into managing performance validations by mapping assertions to specific SLO thresholds. Emphasizes maintaining strict error budgets during automated application updates. @@ -220172,8 +229072,8 @@ https://thenewstack.io/simple-http-load-testing-with-slos: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://thenewstack.io/simple-load-testing-with-github-actions: + addition_method: manual ai_summary: A practical guide for implementing low-overhead load testing routines within CI pipelines. Explores triggering synthetic benchmarks during typical code validation runs inside GitHub runners. @@ -220200,8 +229100,8 @@ https://thenewstack.io/simple-load-testing-with-github-actions: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://thenewstack.io/slos-in-kubernetes-1-year-later: + addition_method: manual ai_summary: Follow-up retrospective on implementing and maintaining SLO programs. Evaluates failures, cultural barriers, and technical evolution (like OpenSLO), offering architectural lessons from long-term metric monitoring. @@ -220228,8 +229128,8 @@ https://thenewstack.io/slos-in-kubernetes-1-year-later: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://thenewstack.io/software-development: + addition_method: manual content_hash: 4d07fc55596bf9d786e6510f2868d2aa6249a5ef716f905f75b893ef308d5213 health_score: 100.0 last_checked: 1779130494.997213 @@ -220240,8 +229140,8 @@ https://thenewstack.io/software-development: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://thenewstack.io/solo-io-istio-is-winning-the-service-mesh-war: + addition_method: manual ai_summary: A historical industry retrospective tracing Istio's path to becoming the dominant service mesh specification. Details the consolidation of the service mesh ecosystem, the donation of Istio to the CNCF, and Solo.io's strategic alignment @@ -220271,8 +229171,8 @@ https://thenewstack.io/solo-io-istio-is-winning-the-service-mesh-war: v2_locations: - istio.md year: N/A - addition_method: manual https://thenewstack.io/sre-vs-devops-successful-platform-engineering-needs-both: + addition_method: manual ai_summary: Analyzes how SRE stability frameworks and DevOps continuous pipelines must merge to construct efficient Internal Developer Platforms. Grounding emphasizes that treating the platform as a product is essential to balance development velocity @@ -220300,8 +229200,8 @@ https://thenewstack.io/sre-vs-devops-successful-platform-engineering-needs-both: v2_locations: - sre.md year: N/A - addition_method: manual https://thenewstack.io/ssh-made-easy-with-ssh-agent-and-ssh-config: + addition_method: manual ai_summary: A developer-oriented guide detailing client-side SSH automation patterns using native SSH configurations. It covers agent forwarding, Host wildcards, and IdentityFile bindings to streamline multi-server management pipelines securely. @@ -220328,8 +229228,8 @@ https://thenewstack.io/ssh-made-easy-with-ssh-agent-and-ssh-config: v2_locations: - linux.md year: N/A - addition_method: manual https://thenewstack.io/stackrox-kubelinter-brings-security-linting-to-kubernetes: + addition_method: manual ai_summary: Introduces StackRox's KubeLinter tool, exploring its core capabilities to audit deployment manifests and Helm templates before operational execution. Details standard rule definitions and highlights strategies for developer integration. @@ -220357,8 +229257,8 @@ https://thenewstack.io/stackrox-kubelinter-brings-security-linting-to-kubernetes v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/stateful-workloads-on-kubernetes-with-container-attached-storage: + addition_method: manual content_hash: 9ad1dee01a95e953607c2a46ae3fcb19d8d9ad9cd4e07c66486232f672d14062 description: '' health_score: 100.0 @@ -220375,8 +229275,8 @@ https://thenewstack.io/stateful-workloads-on-kubernetes-with-container-attached- v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/stop-technical-debt-before-it-damages-your-company: + addition_method: manual content_hash: fd26f4d07269ab132b05687302c6bc57851e92ce717040292a7c855e6e9a0a40 description: '' health_score: 100.0 @@ -220392,8 +229292,8 @@ https://thenewstack.io/stop-technical-debt-before-it-damages-your-company: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/streaming-data-and-the-modern-real-time-data-stack: + addition_method: manual ai_summary: Discusses the components constituting the modern real-time data stack, emphasizing continuous streaming over traditional batch ETL. It explores the roles of message logs, stream processors, and real-time OLAP databases. This provides @@ -220422,8 +229322,8 @@ https://thenewstack.io/streaming-data-and-the-modern-real-time-data-stack: v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/struggling-with-it-staff-leaving-try-infrastructure-as-code: + addition_method: manual content_hash: 12e7848b32caaba86ad50926534741586818c83a9b38bcb7263e390aa831dbca description: '' health_score: 100.0 @@ -220440,8 +229340,8 @@ https://thenewstack.io/struggling-with-it-staff-leaving-try-infrastructure-as-co - iac.md - index.md year: N/A - addition_method: manual https://thenewstack.io/study-silos-are-chief-impediment-to-it-and-business-value: + addition_method: manual content_hash: 4bf5e2902e8d82f1627cd899ba6441d363ef7069807e4682fdaea026a67f69b5 description: '' health_score: 100.0 @@ -220458,8 +229358,8 @@ https://thenewstack.io/study-silos-are-chief-impediment-to-it-and-business-value v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/supercharge-coredns-with-cluster-addons: + addition_method: manual content_hash: 0aa5d0231595e3c254924614da7f06ac210d6e1e3a37dfd4c388aad6a39d3f53 description: '' health_score: 100.0 @@ -220475,8 +229375,8 @@ https://thenewstack.io/supercharge-coredns-with-cluster-addons: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://thenewstack.io/swimm-helps-new-dev-hires-stay-afloat-with-continuous-documentation: + addition_method: manual content_hash: 1cf46ab1514cf4d73e678635051e76f6246a3791dfc51b6539b5d37fa4f7f8bb description: '' health_score: 100.0 @@ -220492,8 +229392,8 @@ https://thenewstack.io/swimm-helps-new-dev-hires-stay-afloat-with-continuous-doc v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://thenewstack.io/terraform-1-0-reflects-what-hashicorp-has-learned-about-infrastructure-as-code: + addition_method: manual content_hash: 47715b76f3bd0d1c5481d0bffd6b244c8e834b33271b6f3bd2cfe98fc5fce82a description: '' health_score: 100.0 @@ -220510,8 +229410,8 @@ https://thenewstack.io/terraform-1-0-reflects-what-hashicorp-has-learned-about-i v2_locations: - terraform.md year: N/A - addition_method: manual https://thenewstack.io/terraform-on-aws-multi-account-setup-and-other-advanced-tips: + addition_method: manual content_hash: fbae8fa77685fb6f5a8160e88ba63e4e52d5eb4a16ee715694023ccb2d23cba0 description: '' health_score: 100.0 @@ -220528,8 +229428,8 @@ https://thenewstack.io/terraform-on-aws-multi-account-setup-and-other-advanced-t v2_locations: - terraform.md year: N/A - addition_method: manual https://thenewstack.io/terraforms-best-practices-and-pitfalls: + addition_method: manual content_hash: 982e17d96de6982e7675905a78bbe9f4d0ec97c5142ad88cbb725ad7b14a1e46 description: '' health_score: 100.0 @@ -220545,8 +229445,8 @@ https://thenewstack.io/terraforms-best-practices-and-pitfalls: v2_locations: - terraform.md year: N/A - addition_method: manual https://thenewstack.io/testcontainers-integration-library-gets-commercial-backing-with-atomicjar: + addition_method: manual content_hash: 94051faa5fdaaf380030a84c858517ffccb5eee3eb315644cb442b6e327f33fa description: '' health_score: 100.0 @@ -220558,8 +229458,8 @@ https://thenewstack.io/testcontainers-integration-library-gets-commercial-backin v1_locations: - docs/qa.md year: N/A - addition_method: manual https://thenewstack.io/testkube-a-new-approach-to-cloud-native-testing: + addition_method: manual content_hash: 0c1745a8f0d6e7c692208e9ad1fedbc3d92213d3a14b4997d48f8196edfbcaf8 description: '' health_score: 100.0 @@ -220575,8 +229475,8 @@ https://thenewstack.io/testkube-a-new-approach-to-cloud-native-testing: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://thenewstack.io/testkube-cloud-native-testing-framework-for-kubernetes: + addition_method: manual content_hash: 1b9c1b501be2135dc3ee22d69bd84e50519a23f65fd9adbd151a1ae68284aa81 description: '' health_score: 100.0 @@ -220592,8 +229492,8 @@ https://thenewstack.io/testkube-cloud-native-testing-framework-for-kubernetes: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://thenewstack.io/the-4-definitions-of-multicloud-part-1-data-portability: + addition_method: manual content_hash: 13e93be08c43b0576234e24039993928808c31409994c74682ce4bfa1699d783 description: '' health_score: 100.0 @@ -220609,8 +229509,8 @@ https://thenewstack.io/the-4-definitions-of-multicloud-part-1-data-portability: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/the-6-pillars-of-platform-engineering-part-1-security: + addition_method: manual content_hash: 9d8ccd128e8bf69553faa2fcfb37e53d2f23c9712817e92b2c86c53b165a918e description: '' health_score: 100.0 @@ -220626,8 +229526,8 @@ https://thenewstack.io/the-6-pillars-of-platform-engineering-part-1-security: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/the-benefits-and-drawbacks-of-dataops-in-practice: + addition_method: manual content_hash: b18ed2766f3d43dec9154173721134d1624db738415b70edee118082473dcb59 description: '' health_score: 100.0 @@ -220643,8 +229543,8 @@ https://thenewstack.io/the-benefits-and-drawbacks-of-dataops-in-practice: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/the-best-site-reliability-engineering-tools-in-2021: + addition_method: manual ai_summary: A specialized review of elite reliability tools, detailing their integration with cloud infrastructure and error budget managers. It outlines how telemetry tools can be leveraged programmatically within continuous deployment stages to @@ -220672,8 +229572,8 @@ https://thenewstack.io/the-best-site-reliability-engineering-tools-in-2021: v2_locations: - sre.md year: N/A - addition_method: manual https://thenewstack.io/the-challenges-of-monitoring-kubernetes-and-openshift: + addition_method: manual content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3 description: '' health_score: 100.0 @@ -220684,8 +229584,8 @@ https://thenewstack.io/the-challenges-of-monitoring-kubernetes-and-openshift: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://thenewstack.io/the-cloud-native-landscape-platforms-explained: + addition_method: manual content_hash: c04d6959199ddd8499c01571ff0d8015a21ef6141ad2d68df43b1e5a8dba2bb1 description: '' health_score: 100.0 @@ -220696,8 +229596,8 @@ https://thenewstack.io/the-cloud-native-landscape-platforms-explained: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://thenewstack.io/the-coming-era-of-data-as-code: + addition_method: manual content_hash: 47ceeab7ce765ef28ee88185f7ea05a01908c7312c0566a79db52105a0b3763a description: '' health_score: 100.0 @@ -220713,8 +229613,8 @@ https://thenewstack.io/the-coming-era-of-data-as-code: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/the-devsecops-skillsets-required-for-cloud-deployments: + addition_method: manual ai_summary: 'Deconstructs the key engineering skillsets required to build and support cloud security infrastructures. Contrast: Curator Insight emphasizes separate security operations roles, while Live Grounding shows that these skills are being @@ -220743,8 +229643,8 @@ https://thenewstack.io/the-devsecops-skillsets-required-for-cloud-deployments: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/the-future-of-microservices-more-abstractions: + addition_method: manual content_hash: 32a7606ea43f5e0c14b7551ad20fbae17443ab78a078191d67d136bd0a96f41d description: '' health_score: 100.0 @@ -220755,8 +229655,8 @@ https://thenewstack.io/the-future-of-microservices-more-abstractions: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://thenewstack.io/the-future-of-ops-careers: + addition_method: manual content_hash: cc03206aee97398501f86687fab1a2a3588a9b1b1a33c1ffd492aa01bb6e792e description: '' health_score: 100.0 @@ -220772,8 +229672,8 @@ https://thenewstack.io/the-future-of-ops-careers: v2_locations: - devops.md year: N/A - addition_method: manual https://thenewstack.io/the-growth-of-state-in-kubernetes: + addition_method: manual content_hash: a17204f2e8a4997b11e973c5c80e168e879bc9a27aa2064c573a761088f025e1 description: '' health_score: 100.0 @@ -220789,8 +229689,8 @@ https://thenewstack.io/the-growth-of-state-in-kubernetes: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/the-hidden-costs-of-service-meshes: + addition_method: manual content_hash: 991e176ddd3e78f04cbd9fa90ca8f558e3a3ea169098553e0be45b0ae3c5d716 description: '' health_score: 100.0 @@ -220806,8 +229706,8 @@ https://thenewstack.io/the-hidden-costs-of-service-meshes: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/the-kubernetes-network-security-effect: + addition_method: manual content_hash: 3425f48af1b21dd9845418a1d41bfad4a66ead91edee7497f52643e7e9354f78 description: '' health_score: 100.0 @@ -220823,8 +229723,8 @@ https://thenewstack.io/the-kubernetes-network-security-effect: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://thenewstack.io/the-latest-owasp-top-10-looks-a-lot-like-the-old-owasp: + addition_method: manual ai_summary: Reviews the shifts and priorities inside the updated OWASP Top 10 list. Explores the expansion of broken access control, cryptographic failures, and injection attacks, offering historical context and development tips for mitigation. @@ -220852,8 +229752,8 @@ https://thenewstack.io/the-latest-owasp-top-10-looks-a-lot-like-the-old-owasp: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/the-most-popular-cloud-native-storage-solutions: + addition_method: manual content_hash: faf4291b9c2044bc614e34926ec7b8dff96a5f79c8b7efd21727bc222f63f11a description: '' health_score: 100.0 @@ -220864,8 +229764,8 @@ https://thenewstack.io/the-most-popular-cloud-native-storage-solutions: v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/the-new-stacks-top-kubernetes-stories-of-2021: + addition_method: manual content_hash: fdb225f1baf4fb45a03750d9a8dd65d8e8da2a354035869393019d98879dba01 description: '' health_score: 100.0 @@ -220881,8 +229781,8 @@ https://thenewstack.io/the-new-stacks-top-kubernetes-stories-of-2021: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/the-next-kubernetes-management-frontier-automation: + addition_method: manual content_hash: ad1b290f8ed2073361e33708a9a9573c9342a0b2f397b73f354f1aaa9b2facf0 description: '' health_score: 100.0 @@ -220900,8 +229800,8 @@ https://thenewstack.io/the-next-kubernetes-management-frontier-automation: - gitops.md - index.md year: N/A - addition_method: manual https://thenewstack.io/the-next-step-after-devops-and-gitops-is-cloud-engineering-pulumi-says: + addition_method: manual content_hash: 26982ee738e38c5245e33687a3194e4e43a4c25a31e4b9d67016845af3ed4c0a description: '' health_score: 100.0 @@ -220918,8 +229818,8 @@ https://thenewstack.io/the-next-step-after-devops-and-gitops-is-cloud-engineerin v2_locations: - pulumi.md year: N/A - addition_method: manual https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters: + addition_method: manual ai_summary: Provides an introductory breakdown of the NSA/CISA collaborative guidelines on hardening Kubernetes, highlighting pod security contexts, network segmentation, and system logging requirements. @@ -220946,8 +229846,8 @@ https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://thenewstack.io/the-path-to-getting-the-full-data-stack-on-kubernetes: + addition_method: manual ai_summary: Explores the evolutionary path of running complex, stateful database and data streaming systems natively on Kubernetes. It addresses the maturity of operators, storage classes, and orchestrators that facilitate the deployment of @@ -220977,8 +229877,8 @@ https://thenewstack.io/the-path-to-getting-the-full-data-stack-on-kubernetes: v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/the-rise-of-event-driven-architecture: + addition_method: manual ai_summary: Traces the industry shift from request-response synchronous APIs to asynchronous event-driven models. It outlines the architectural advantages regarding system resilience, temporal decoupling, and scalability. The analysis evaluates @@ -221007,8 +229907,8 @@ https://thenewstack.io/the-rise-of-event-driven-architecture: v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/the-rise-of-the-event-streaming-database: + addition_method: manual ai_summary: An analytical piece exploring the convergence of databases and stream processing systems to create unified event-streaming databases. It addresses how modern architectures require real-time log computation. Grounding tracks its evolution @@ -221036,8 +229936,8 @@ https://thenewstack.io/the-rise-of-the-event-streaming-database: v2_locations: - message-queue.md year: N/A - addition_method: manual https://thenewstack.io/the-rush-to-fix-the-kubernetes-failover-problem: + addition_method: manual content_hash: cfc8875d19bdf01558282a5b5fb3b2704e88208b47ec871f6ad43ba9fd175119 description: '' health_score: 100.0 @@ -221053,8 +229953,8 @@ https://thenewstack.io/the-rush-to-fix-the-kubernetes-failover-problem: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/the-scalability-myth: + addition_method: manual content_hash: e21cca0093cf4266484910a6ba15a81fb0f683677c98b15261baacd3394e3cbd description: '' health_score: 100.0 @@ -221070,8 +229970,8 @@ https://thenewstack.io/the-scalability-myth: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/the-site-reliability-engineering-tool-stack: + addition_method: manual ai_summary: 'A comprehensive reference detailing the typical software suites utilized across modern SRE organizations. It groups tools into critical segments: observability engines, configuration managers, automated deployment tooling, issue-tracking @@ -221099,8 +229999,8 @@ https://thenewstack.io/the-site-reliability-engineering-tool-stack: v2_locations: - sre.md year: N/A - addition_method: manual https://thenewstack.io/the-state-of-kubernetes-key-challenges-and-the-role-of-ai: + addition_method: manual content_hash: 876bced0e72ec15a95211c4047acfcdaf53f4f9e512b326854f4329a46c2235d description: '' health_score: 100.0 @@ -221117,8 +230017,8 @@ https://thenewstack.io/the-state-of-kubernetes-key-challenges-and-the-role-of-ai v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/the-time-to-decide-on-docker-desktop-has-arrived: + addition_method: manual content_hash: 9add4eaf1908979240afa0e56a6f8eb25e55f2ee49f1ce22eba0ab5ae887084d description: '' health_score: 100.0 @@ -221134,8 +230034,8 @@ https://thenewstack.io/the-time-to-decide-on-docker-desktop-has-arrived: v2_locations: - docker.md year: N/A - addition_method: manual https://thenewstack.io/the-top-5-secrets-management-mistakes-and-how-to-avoid-them: + addition_method: manual ai_summary: 'Identifies the five most critical secrets management mistakes—such as hardcoding or relying on static API keys—and outlines concrete mitigations. Contrast: Curator Insight points to basic vault storage patterns, while Live Grounding @@ -221164,8 +230064,8 @@ https://thenewstack.io/the-top-5-secrets-management-mistakes-and-how-to-avoid-th v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise: + addition_method: manual ai_summary: Outlines critical market triggers forcing traditional enterprise engineering platforms to pivot to automated AI observability pipelines. Focuses on managing scale complexity in high-volume microservices ecosystems. @@ -221192,8 +230092,8 @@ https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise: v2_locations: - ai.md year: N/A - addition_method: manual https://thenewstack.io/this-week-in-programming-all-hail-visual-studio-code: + addition_method: manual content_hash: 8358a8656dbcb0da4c4db2d50690dbcf94b8e895767ef99220cb29135e7ac57d description: '' health_score: 100.0 @@ -221209,8 +230109,8 @@ https://thenewstack.io/this-week-in-programming-all-hail-visual-studio-code: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://thenewstack.io/this-week-in-programming-aws-completes-elasticsearch-fork-with-opensearch: + addition_method: manual content_hash: 7246f78ee5aa6e789e06f0d0e499fec0a5614daedf9262cbc727c5354a41c6c4 description: '' health_score: 100.0 @@ -221227,8 +230127,8 @@ https://thenewstack.io/this-week-in-programming-aws-completes-elasticsearch-fork v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/this-week-in-programming-can-you-feel-the-burn: + addition_method: manual ai_summary: An industry column exploring software engineering burnout and stress. It offers actionable strategies for team leaders to cultivate healthier environments and manage delivery demands. @@ -221256,8 +230156,8 @@ https://thenewstack.io/this-week-in-programming-can-you-feel-the-burn: v2_locations: - recruitment.md year: N/A - addition_method: manual https://thenewstack.io/this-week-in-programming-kubernetes-from-day-one: + addition_method: manual content_hash: 4a93d0778503e9f71387d8993c7adbdcdf5a2633d24bf1eb3369e98b24a6354f description: '' health_score: 100.0 @@ -221273,8 +230173,8 @@ https://thenewstack.io/this-week-in-programming-kubernetes-from-day-one: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/this-week-in-programming-the-elasticsearch-saga-continues: + addition_method: manual content_hash: f6f9ca97fb89748f1354dcb3802eb408fb7e36016d954a36033ef2c9ff068d3a description: '' health_score: 100.0 @@ -221290,8 +230190,8 @@ https://thenewstack.io/this-week-in-programming-the-elasticsearch-saga-continues v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/this-week-in-programming-windows-opens-up-to-android-developers: + addition_method: manual content_hash: 75fdd9c4286834e2d1b149e7ed5c28acf7a67901ccf6bd0538bb941fc21fadc0 description: '' health_score: 100.0 @@ -221307,8 +230207,8 @@ https://thenewstack.io/this-week-in-programming-windows-opens-up-to-android-deve v2_locations: - azure.md year: N/A - addition_method: manual https://thenewstack.io/tigera-aims-ease-connectivity-pain-kubernetes: + addition_method: manual content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3 description: '' health_score: 100.0 @@ -221319,8 +230219,8 @@ https://thenewstack.io/tigera-aims-ease-connectivity-pain-kubernetes: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://thenewstack.io/tracing-why-logs-arent-enough-to-debug-your-microservices: + addition_method: manual content_hash: 1d30d83f126b76bd71cc7a5e3018171404f114cfdaa3bd903ca38caa47ad83ef description: '' health_score: 100.0 @@ -221337,8 +230237,8 @@ https://thenewstack.io/tracing-why-logs-arent-enough-to-debug-your-microservices v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/transform-and-future-proof-your-architecture-with-mach: + addition_method: manual content_hash: 89a13245527c740dd690ee9574f42adbc171291d0af21f651718e1ada8c1f28b description: '' health_score: 100.0 @@ -221354,8 +230254,8 @@ https://thenewstack.io/transform-and-future-proof-your-architecture-with-mach: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/tricks-for-cloud-cost-optimization: + addition_method: manual content_hash: 653299326c6fca86268812939c1ddb09a683a8186eca564f011552939dfe7f1e description: '' health_score: 100.0 @@ -221371,8 +230271,8 @@ https://thenewstack.io/tricks-for-cloud-cost-optimization: v2_locations: - finops.md year: N/A - addition_method: manual https://thenewstack.io/triggermesh-open-sourcing-event-driven-applications: + addition_method: manual content_hash: 1e5b4deeba5cfb8af0405c3c5ef3a8e939ae06ba05cf1f2bc949e60d8468e466 description: '' health_score: 100.0 @@ -221388,8 +230288,8 @@ https://thenewstack.io/triggermesh-open-sourcing-event-driven-applications: v2_locations: - serverless.md year: N/A - addition_method: manual https://thenewstack.io/true-success-in-process-automation-requires-microservices: + addition_method: manual content_hash: b6bd5a2acda33ded1100ca4dfaec8a0605bd05652d4e367b18767ddabb1fe78e description: '' health_score: 100.0 @@ -221405,8 +230305,8 @@ https://thenewstack.io/true-success-in-process-automation-requires-microservices v2_locations: - api.md year: N/A - addition_method: manual https://thenewstack.io/trusted-delivery-policy-based-compliance-the-gitops-way: + addition_method: manual content_hash: ddd890fed05edf1e74e1a72abeff6e37c5652013d630ffb6deb449b254b4fc56 description: '' health_score: 100.0 @@ -221422,8 +230322,8 @@ https://thenewstack.io/trusted-delivery-policy-based-compliance-the-gitops-way: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf: + addition_method: manual ai_summary: Architectural breakdown of the performance gains of running Calico eBPF on AKS. Explains how the eBPF data plane bypasses traditional IPTables limits, offering superior routing performance, direct packet insights, and reduced resource @@ -221451,8 +230351,8 @@ https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/tutorial-configure-cloud-native-edge-infrastructure-with-k3s-calico-portworx: + addition_method: manual content_hash: 16713f9cf470c4b399cf6a448f75394d522d63d450a1e8c8eb94631628d6e970 description: '' health_score: 100.0 @@ -221469,8 +230369,8 @@ https://thenewstack.io/tutorial-configure-cloud-native-edge-infrastructure-with- v2_locations: - rancher.md year: N/A - addition_method: manual https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-google-anthos: + addition_method: manual content_hash: 3fe00b8984bdd3e6f3a5f5b3a218fb186aab0113401bd3de5022ea421fd11f07 description: '' health_score: 100.0 @@ -221486,8 +230386,8 @@ https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-g v2_locations: - demos.md year: N/A - addition_method: manual https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-amazon-eks-cluster: + addition_method: manual content_hash: 58c1dd7beca3a868047251592583590ecec7215f1fe778a834ab18208e78b1c8 description: '' health_score: 100.0 @@ -221503,8 +230403,8 @@ https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-ama v2_locations: - demos.md year: N/A - addition_method: manual https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management: + addition_method: manual content_hash: 828f13c322fa26dc0df0910ac07e2725e09dbcbc918b572a6bf79055620a861b description: '' health_score: 100.0 @@ -221520,8 +230420,8 @@ https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos- v2_locations: - demos.md year: N/A - addition_method: manual https://thenewstack.io/tutorial-host-a-local-podman-image-registry: + addition_method: manual content_hash: 02a8a2f6fefd054143eedc993517340ab4d895add4a0c31dc89b14388cfd7f56 description: '' health_score: 100.0 @@ -221537,8 +230437,8 @@ https://thenewstack.io/tutorial-host-a-local-podman-image-registry: v2_locations: - container-managers.md year: N/A - addition_method: manual https://thenewstack.io/tutorial-install-and-configure-openebs-on-amazon-elastic-kubernetes-service: + addition_method: manual ai_summary: Tutorial on integrating OpenEBS as a container-attached storage engine on AWS EKS to manage local and persistent block storage natively. complexity: Advanced @@ -221565,8 +230465,8 @@ https://thenewstack.io/tutorial-install-and-configure-openebs-on-amazon-elastic- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://thenewstack.io/understand-the-aws-shared-responsibility-model-for-kubernetes: + addition_method: manual content_hash: 49e9f9cf77f36d5f306a1d0dbcbb2d567c851a4d8e871e50d346c505f6ade3a6 description: '' health_score: 100.0 @@ -221582,8 +230482,8 @@ https://thenewstack.io/understand-the-aws-shared-responsibility-model-for-kubern v2_locations: - aws.md year: N/A - addition_method: manual https://thenewstack.io/understanding-gitops-the-latest-tools-and-philosophies: + addition_method: manual content_hash: 9b5d41aa80747e02e587d90fd34be266e398530a5a669e1e9d5b936f36c01d22 description: '' health_score: 100.0 @@ -221599,8 +230499,8 @@ https://thenewstack.io/understanding-gitops-the-latest-tools-and-philosophies: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/unifying-kubernetes-service-networking-again-with-the-gateway-api: + addition_method: manual content_hash: 2506cc7a4bb55c1a45d33c3550aa3b2c4b18553fb55ed47cc167d1b2d262ebc4 description: '' health_score: 100.0 @@ -221617,8 +230517,8 @@ https://thenewstack.io/unifying-kubernetes-service-networking-again-with-the-gat v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://thenewstack.io/upgrade-helm-if-you-dont-want-to-share-your-username-and-password: + addition_method: manual ai_summary: Security breakdown analyzing CVE-2021-32690, where Helm leaked sensitive credential headers during remote chart requests. Critical warning illustrating why regular client patching is necessary. @@ -221648,8 +230548,8 @@ https://thenewstack.io/upgrade-helm-if-you-dont-want-to-share-your-username-and- v2_locations: - helm.md year: N/A - addition_method: manual https://thenewstack.io/use-chaos-engineering-to-strengthen-your-incident-response: + addition_method: manual content_hash: 09b902b8fe25541fa0b544d75bccb461966111801575012dc8bb0ef3daab4d39 description: '' health_score: 100.0 @@ -221665,8 +230565,8 @@ https://thenewstack.io/use-chaos-engineering-to-strengthen-your-incident-respons v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://thenewstack.io/use-low-code-to-reduce-friction-for-cloud-operations-teams: + addition_method: manual ai_summary: Examines leveraging visual low-code automation to alleviate operations team workloads. Recommends strategies for scaling cloud operations without expanding engineering friction. @@ -221693,8 +230593,8 @@ https://thenewstack.io/use-low-code-to-reduce-friction-for-cloud-operations-team v2_locations: - lowcode-nocode.md year: N/A - addition_method: manual https://thenewstack.io/using-chaos-engineering-to-improve-the-resilience-of-stateful-applications-on-kubernetes: + addition_method: manual content_hash: 973d5c1c58c63606caa9820e9dddab767e744efa28826c42d9f1bb474904fb45 description: '' health_score: 100.0 @@ -221711,8 +230611,8 @@ https://thenewstack.io/using-chaos-engineering-to-improve-the-resilience-of-stat v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://thenewstack.io/using-chatgpt-for-questions-specific-to-your-company-data: + addition_method: manual ai_summary: Technical deep-dive on Retrieval-Augmented Generation (RAG). Outlines how to query private corporate document indexes using semantic vector databases paired with ChatGPT-style APIs securely. @@ -221739,8 +230639,8 @@ https://thenewstack.io/using-chatgpt-for-questions-specific-to-your-company-data v2_locations: - chatgpt.md year: N/A - addition_method: manual https://thenewstack.io/using-traefik-ingress-controller-with-istio-service-mesh: + addition_method: manual ai_summary: A valuable integration guide demonstrating how to use Traefik as the external edge ingress router while leveraging Istio's internal service mesh to govern east-west traffic patterns and microservices telemetry. @@ -221768,8 +230668,8 @@ https://thenewstack.io/using-traefik-ingress-controller-with-istio-service-mesh: v2_locations: - web-servers.md year: N/A - addition_method: manual https://thenewstack.io/validate-service-level-objectives-of-rest-apis-using-iter8: + addition_method: manual ai_summary: A technical walkthrough detailing how to integrate Iter8 with CI/CD runners to automatically validate REST API SLO configurations. The tutorial includes sample manifests for monitoring API response times and failure rates under heavy @@ -221797,8 +230697,8 @@ https://thenewstack.io/validate-service-level-objectives-of-rest-apis-using-iter v2_locations: - sre.md year: N/A - addition_method: manual https://thenewstack.io/vfunction-transforms-monolithic-java-to-microservices: + addition_method: manual content_hash: 4234748a6aea676d0b6401b8132b2d3bce46c3d8b0fb1a703c800ec4eb7c62f2 description: '' health_score: 100.0 @@ -221814,8 +230714,8 @@ https://thenewstack.io/vfunction-transforms-monolithic-java-to-microservices: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/waf-securing-applications-at-the-edge: + addition_method: manual ai_summary: Outlines Web Application Firewall implementations deployed directly to edge computing nodes. Details methods for offloading SSL inspection and Layer-7 request filtering to protect origin endpoints from bad payloads. @@ -221842,8 +230742,8 @@ https://thenewstack.io/waf-securing-applications-at-the-edge: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/wait-do-we-need-to-hold-up-on-gitops: + addition_method: manual content_hash: a5e4f6965cbc1e894f46ca993d4a4c758dc20d76050d47eb4cb79bcfe25bc855 description: '' health_score: 100.0 @@ -221859,8 +230759,8 @@ https://thenewstack.io/wait-do-we-need-to-hold-up-on-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager: + addition_method: manual ai_summary: A walkthrough of Bitwarden's specialized secrets management service. Demonstrates how developers and DevOps teams can leverage centralized secrets isolation to secure machine-to-machine integrations and mitigate hardcoded credential @@ -221888,8 +230788,8 @@ https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/want-real-cybersecurity-progress-redefine-the-security-team: + addition_method: manual ai_summary: Discusses the paradigm shift required in modern engineering organizations to transition from traditional gatekeeping security to shared responsibility models. Contrasts top-down enforcement with decentralized enablement, showing how embedding @@ -221920,8 +230820,8 @@ https://thenewstack.io/want-real-cybersecurity-progress-redefine-the-security-te v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/wave-goodbye-to-release-nights: + addition_method: manual ai_summary: An article framing how feature toggling transforms organizational release management. By making deployments a routine, low-risk daylight event, teams can decouple IT release operations from strict business-facing marketing launches. @@ -221948,8 +230848,8 @@ https://thenewstack.io/wave-goodbye-to-release-nights: v2_locations: - git.md year: N/A - addition_method: manual https://thenewstack.io/we-pushed-helm-to-the-limit-then-built-a-kubernetes-operator: + addition_method: manual content_hash: 7d5bc0527530c9a546d9552d693e68bdad4a57618fb65e841ee93631f7457843 description: '' health_score: 100.0 @@ -221966,8 +230866,8 @@ https://thenewstack.io/we-pushed-helm-to-the-limit-then-built-a-kubernetes-opera v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://thenewstack.io/weave-gitops-core-integrates-git-with-kubernetes: + addition_method: manual content_hash: 29810ee3e0cf6ff26ca81a906296d7c676813bb552250d99740564e8645a07c1 description: '' health_score: 100.0 @@ -221983,8 +230883,8 @@ https://thenewstack.io/weave-gitops-core-integrates-git-with-kubernetes: v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/weave-gitops-trusted-delivery-a-road-to-kubernetes-sanity: + addition_method: manual content_hash: d2f619954b47b373beb529a333ddd0a96deae603ae89c9cd6b873979c5c0bed0 description: '' health_score: 100.0 @@ -222000,8 +230900,8 @@ https://thenewstack.io/weave-gitops-trusted-delivery-a-road-to-kubernetes-sanity v2_locations: - gitops.md year: N/A - addition_method: manual https://thenewstack.io/weaveworks-adds-policy-as-code-to-secure-kubernetes-apps: + addition_method: manual content_hash: 464e95b3fc55b3d93cc5fff93f4e6bf1ca1feb8cc23533b2cb204805530f090a description: '' health_score: 100.0 @@ -222018,8 +230918,8 @@ https://thenewstack.io/weaveworks-adds-policy-as-code-to-secure-kubernetes-apps: v2_locations: - securityascode.md year: N/A - addition_method: manual https://thenewstack.io/web3-architecture-and-how-it-compares-to-traditional-web-apps: + addition_method: manual content_hash: ed79460af92cca0c7a3e70a8dc7683db6a9447a49cde161d0cfe542e784f9111 description: '' health_score: 100.0 @@ -222036,8 +230936,8 @@ https://thenewstack.io/web3-architecture-and-how-it-compares-to-traditional-web- v2_locations: - web3.md year: N/A - addition_method: manual https://thenewstack.io/what-david-flanagan-learned-fixing-kubernetes-clusters: + addition_method: manual content_hash: d4a9c6616b30d12cc7972806f4b21b1800df66240688fb77e4701cbb3e77b570 description: '' health_score: 100.0 @@ -222053,8 +230953,8 @@ https://thenewstack.io/what-david-flanagan-learned-fixing-kubernetes-clusters: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://thenewstack.io/what-does-it-take-to-manage-hundreds-of-kubernetes-clusters: + addition_method: manual content_hash: f25a03caa0b91f79273bafeebd3c829482be7162ca2c96fb17eacaa6d5f96c9d description: '' health_score: 100.0 @@ -222070,8 +230970,8 @@ https://thenewstack.io/what-does-it-take-to-manage-hundreds-of-kubernetes-cluste v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/what-is-cloud-automation-and-how-does-it-benefit-it-teams: + addition_method: manual content_hash: 8c10a60dfa0dfbe857452e04535ccd085f1f3c3403caa6d42c8879ba3b0f468e description: '' health_score: 100.0 @@ -222088,8 +230988,8 @@ https://thenewstack.io/what-is-cloud-automation-and-how-does-it-benefit-it-teams v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/what-is-container-monitoring: + addition_method: manual content_hash: 31537e2b45a43bf7fd703f768c1d746eb269b1dde72095ff9c4abcb10b8c8a02 description: '' health_score: 100.0 @@ -222105,8 +231005,8 @@ https://thenewstack.io/what-is-container-monitoring: v2_locations: - monitoring.md year: N/A - addition_method: manual https://thenewstack.io/what-is-data-management-in-the-kubernetes-age: + addition_method: manual content_hash: d3e356d2bf81cde7ea157c8b3b3648cb491e59b73fa85b0b053268aa8e2bb201 description: '' health_score: 100.0 @@ -222122,8 +231022,8 @@ https://thenewstack.io/what-is-data-management-in-the-kubernetes-age: v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/what-is-gitops-and-why-it-might-be-the-next-big-thing-for-devops: + addition_method: manual content_hash: 489203d7c644a615dd8c991690faeec1a09c7b7699df5401d74e958dc09808c7 description: '' health_score: 100.0 @@ -222135,8 +231035,8 @@ https://thenewstack.io/what-is-gitops-and-why-it-might-be-the-next-big-thing-for v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://thenewstack.io/what-is-istio-and-why-does-kubernetes-need-it: + addition_method: manual ai_summary: Provides a thorough introduction to the core architecture of Istio, explaining the separation of the control plane (istiod) and the data plane (Envoy proxies). Explains the essential value proposition of adopting a service mesh, @@ -222167,8 +231067,8 @@ https://thenewstack.io/what-is-istio-and-why-does-kubernetes-need-it: v2_locations: - istio.md year: N/A - addition_method: manual https://thenewstack.io/what-is-the-modern-cloud-native-stack: + addition_method: manual content_hash: eeefa4fa6acc8dd75eeee12ab1d89a2b28b99b294f7018e61cfd5a536e563f57 description: '' health_score: 100.0 @@ -222184,8 +231084,8 @@ https://thenewstack.io/what-is-the-modern-cloud-native-stack: v2_locations: - introduction.md year: N/A - addition_method: manual https://thenewstack.io/what-we-learned-from-enabling-developer-self-service: + addition_method: manual content_hash: 6be77340d2504bb730f004e48fddd170477d817d0f4c273ce0a689d34baceea9 description: '' health_score: 100.0 @@ -222202,8 +231102,8 @@ https://thenewstack.io/what-we-learned-from-enabling-developer-self-service: - introduction.md - index.md year: N/A - addition_method: manual https://thenewstack.io/what-workloads-do-businesses-run-on-kubernetes: + addition_method: manual content_hash: 035fd024d96364f8c45a2f169d05e4cb38099158de721c8b902228cabd08b7c1 description: '' health_score: 100.0 @@ -222219,8 +231119,8 @@ https://thenewstack.io/what-workloads-do-businesses-run-on-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/whats-the-biggest-gap-in-kubernetes-storage-architecture: + addition_method: manual content_hash: 6344324df8511629ef9b129836874e773002826dfce9bd2d3ae36033ac386974 description: '' health_score: 100.0 @@ -222236,8 +231136,8 @@ https://thenewstack.io/whats-the-biggest-gap-in-kubernetes-storage-architecture: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/when-is-decentralized-storage-the-right-choice: + addition_method: manual content_hash: ec5fb2479f181c7d397be121d1ace6d6c4d60136f5f42b24c1a38aebcf1a555a description: '' health_score: 100.0 @@ -222253,8 +231153,8 @@ https://thenewstack.io/when-is-decentralized-storage-the-right-choice: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/when-you-need-or-dont-need-service-mesh: + addition_method: manual ai_summary: Discusses when a service mesh is actually required during cloud migrations, defining the technical criteria that justify the added operational complexity. complexity: Intermediate @@ -222280,8 +231180,8 @@ https://thenewstack.io/when-you-need-or-dont-need-service-mesh: v2_locations: - istio.md year: N/A - addition_method: manual https://thenewstack.io/where-are-you-on-the-devsecops-maturity-curve: + addition_method: manual ai_summary: 'Presents a maturity taxonomy to help engineering departments benchmark their progression towards fully automated, self-healing security environments. Contrast: Curator Insight maps qualitative milestones, while Live Grounding proves @@ -222310,8 +231210,8 @@ https://thenewstack.io/where-are-you-on-the-devsecops-maturity-curve: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/where-the-site-reliability-engineer-role-overlaps-with-devops: + addition_method: manual ai_summary: A structural examination of the technical overlaps between DevOps and SRE, outlining how automated observability pipelines and telemetry serve both teams. @@ -222338,8 +231238,8 @@ https://thenewstack.io/where-the-site-reliability-engineer-role-overlaps-with-de v2_locations: - sre.md year: N/A - addition_method: manual https://thenewstack.io/who-needs-a-dashboard-why-the-kubernetes-command-line-is-not-enough: + addition_method: manual ai_summary: Investigates the limitations of purely CLI-based diagnostics, highlighting situations where multi-dimensional cluster interfaces speed up root cause analysis. complexity: Beginner @@ -222366,8 +231266,8 @@ https://thenewstack.io/who-needs-a-dashboard-why-the-kubernetes-command-line-is- v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://thenewstack.io/why-and-how-you-should-manage-json-with-sql: + addition_method: manual ai_summary: Explains how to query and manipulate semi-structured JSON payloads natively in relational databases using modern SQL. Offers a roadmap for blending NoSQL flexibility with transactional relational databases. @@ -222396,8 +231296,8 @@ https://thenewstack.io/why-and-how-you-should-manage-json-with-sql: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://thenewstack.io/why-argo-cd-is-the-lifeline-of-gitops: + addition_method: manual ai_summary: An industry report outlining why Argo CD became a central standard for cloud-native delivery, highlighting its UI, multi-cluster reach, and powerful declarative configuration matching. @@ -222424,8 +231324,8 @@ https://thenewstack.io/why-argo-cd-is-the-lifeline-of-gitops: v2_locations: - argo.md year: N/A - addition_method: manual https://thenewstack.io/why-backend-developers-should-fall-in-love-with-graphql-too: + addition_method: manual content_hash: 07981d0a0c694c90d28c8a9f9d19169aa7198a7a6d707b6689fb810d4f0b3b6a description: '' health_score: 100.0 @@ -222442,8 +231342,8 @@ https://thenewstack.io/why-backend-developers-should-fall-in-love-with-graphql-t v2_locations: - api.md year: N/A - addition_method: manual https://thenewstack.io/why-businesses-want-to-enable-no-code-and-low-code-automation: + addition_method: manual ai_summary: Analyzes business-driven factors pushing for the integration of low-code environments. Examines cost-saving parameters and democratization patterns in software engineering. @@ -222470,8 +231370,8 @@ https://thenewstack.io/why-businesses-want-to-enable-no-code-and-low-code-automa v2_locations: - lowcode-nocode.md year: N/A - addition_method: manual https://thenewstack.io/why-chaos-engineering-isnt-just-for-operations: + addition_method: manual content_hash: 2b8231ecb1ace5e92b9064b698d9dbe4ef7f140a464458dd9c9bc12576b8d26b description: '' health_score: 100.0 @@ -222487,8 +231387,8 @@ https://thenewstack.io/why-chaos-engineering-isnt-just-for-operations: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://thenewstack.io/why-choose-a-nosql-database-there-are-many-great-reasons: + addition_method: manual content_hash: ca7e0440d645266e409c0d42e6c53ce49b7e99302f0ff283c600024bde70d800 description: '' health_score: 100.0 @@ -222504,8 +231404,8 @@ https://thenewstack.io/why-choose-a-nosql-database-there-are-many-great-reasons: v2_locations: - nosql.md year: N/A - addition_method: manual https://thenewstack.io/why-cloud-native-systems-demand-a-zero-trust-approach: + addition_method: manual ai_summary: 'Details why cloud-native microservices require zero-trust strategies to mitigate network-based lateral threat progression. Contrast: Curator Insight focuses on conceptual ideas of dynamic identity, while Live Grounding proves that @@ -222534,8 +231434,8 @@ https://thenewstack.io/why-cloud-native-systems-demand-a-zero-trust-approach: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/why-compute-and-storage-should-be-decoupled-for-log-management-at-scale: + addition_method: manual content_hash: 6a2ffce93ffe34e30b1447632a090571f0beae6b4198b852df6d015e039cd1dc description: '' health_score: 100.0 @@ -222552,8 +231452,8 @@ https://thenewstack.io/why-compute-and-storage-should-be-decoupled-for-log-manag v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://thenewstack.io/why-developers-should-learn-kubernetes: + addition_method: manual content_hash: 66896ec1b4c14173af875539f8bf88cae4fffeaa1e219208eb6ab4072ffecc3c description: '' health_score: 100.0 @@ -222569,8 +231469,8 @@ https://thenewstack.io/why-developers-should-learn-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenewstack.io/why-do-you-need-istio-when-you-already-have-kubernetes: + addition_method: manual ai_summary: An analytical deep dive examining the key functional limits of native Kubernetes load balancing. Explains how an enterprise service mesh like Istio delivers crucial application-layer networking enhancements, including fine-grained @@ -222601,8 +231501,8 @@ https://thenewstack.io/why-do-you-need-istio-when-you-already-have-kubernetes: v2_locations: - istio.md year: N/A - addition_method: manual https://thenewstack.io/why-kubernetes-has-emerged-as-the-os-of-the-cloud: + addition_method: manual content_hash: 1fcaefcd3af8e3c3003e31fa8515bb107041af43d2f66ca419cbee08e88e3b7c description: '' health_score: 100.0 @@ -222618,9 +231518,9 @@ https://thenewstack.io/why-kubernetes-has-emerged-as-the-os-of-the-cloud: v2_locations: - kubernetes.md year: N/A - addition_method: manual ? https://thenewstack.io/why-open-source-project-maintainers-are-reluctant-to-use-digital-signatures-two-factor-authentication -: ai_summary: Analyzes security friction and adoption barriers of cryptographically +: addition_method: manual + ai_summary: Analyzes security friction and adoption barriers of cryptographically signed commits (GPG/SSH) and MFA among open-source maintainers. It highlights user experience shortcomings in package registries and version control interfaces that impede standardized software supply chain security. @@ -222649,8 +231549,8 @@ https://thenewstack.io/why-kubernetes-has-emerged-as-the-os-of-the-cloud: v2_locations: - git.md year: N/A - addition_method: manual https://thenewstack.io/will-grafana-become-easier-to-use-in-2022: + addition_method: manual content_hash: 9e89b2473f42c36452454ad33a6d6b18e6d0ee4d1b26aec3c1e5b71565c3071d description: '' health_score: 100.0 @@ -222666,8 +231566,8 @@ https://thenewstack.io/will-grafana-become-easier-to-use-in-2022: v2_locations: - grafana.md year: N/A - addition_method: manual https://thenewstack.io/yet-another-log4j-security-problem-appears: + addition_method: manual ai_summary: Tracks the rapid evolution of secondary Log4j exploits discovered following initial mitigation attempts. Offers deep technical explanations detailing nested directory expansions and secondary Denial of Service vectors. @@ -222694,8 +231594,8 @@ https://thenewstack.io/yet-another-log4j-security-problem-appears: v2_locations: - devsecops.md year: N/A - addition_method: manual https://thenewstack.io/yor-automates-tagging-for-infrastructure-as-code: + addition_method: manual content_hash: a986652d7b5cb4f8f08fd4b5ba434346d871af68c4c6f194e1b5dd537fb5bc12 description: '' health_score: 100.0 @@ -222711,8 +231611,8 @@ https://thenewstack.io/yor-automates-tagging-for-infrastructure-as-code: v2_locations: - securityascode.md year: N/A - addition_method: manual https://thenewstack.io/you-dont-need-a-blockchain-you-need-a-time-series-database: + addition_method: manual content_hash: 4c0c4390a4fc0fe8634f853267dfde18d4dd6c6ce1de03a8fc40a5f966eeb808 description: '' health_score: 100.0 @@ -222728,8 +231628,8 @@ https://thenewstack.io/you-dont-need-a-blockchain-you-need-a-time-series-databas v2_locations: - databases.md year: N/A - addition_method: manual https://thenewstack.io/zero-trust-security-with-service-mesh: + addition_method: manual content_hash: 8be79c7401d2a559b96426614655b20e4a5520d53eca5c2e698fd724b192c534 description: '' health_score: 100.0 @@ -222745,8 +231645,8 @@ https://thenewstack.io/zero-trust-security-with-service-mesh: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://thenewstack.io/zerolb-a-new-decentralized-pattern-for-load-balancing: + addition_method: manual content_hash: 29ef99e410a72ff4cc97faff92cdb829a7cd08b34978d05ae5997cbbe3e599f3 description: '' health_score: 100.0 @@ -222762,8 +231662,8 @@ https://thenewstack.io/zerolb-a-new-decentralized-pattern-for-load-balancing: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://thenextweb.com/news/6-practical-tricks-every-python-developer-should-have: + addition_method: manual content_hash: ade8fc66a50073a1accae3c6db85660db2cb266bb8a56bd42ae2b218fcceeb14 health_score: 100.0 last_checked: 1779130495.032743 @@ -222775,8 +231675,8 @@ https://thenextweb.com/news/6-practical-tricks-every-python-developer-should-hav - docs/python.md v2_locations: - python.md - addition_method: manual https://thenextweb.com/news/a-beginners-guide-to-the-most-popular-git-commands: + addition_method: manual ai_summary: An introductory cheat-sheet covering high-frequency commands such as `git clone`, `git status`, `git log`, and `git diff`. This simplified guide is intended to reduce terminal anxiety for teams adopting modern distributed version @@ -222798,8 +231698,8 @@ https://thenextweb.com/news/a-beginners-guide-to-the-most-popular-git-commands: v2_locations: - git.md year: '2021' - addition_method: manual https://thenextweb.com/readme/2020/09/23/6-practical-tricks-every-python-developer-should-have: + addition_method: manual content_hash: ff18a3f469ff31582f1296e8600984a249766ac75ea8a7e0dc9140340e260bb2 description: '' health_score: 100.0 @@ -222810,8 +231710,8 @@ https://thenextweb.com/readme/2020/09/23/6-practical-tricks-every-python-develop v1_locations: - docs/python.md year: N/A - addition_method: manual https://thenextweb.com/syndication/2020/09/02/a-beginners-guide-to-the-most-popular-git-commands: + addition_method: manual content_hash: ce8b4ec41b35c3ebbe3feeb580f3ba176cce03cf67f1eb40fe8f77c3222069a5 description: '' health_score: 100.0 @@ -222822,8 +231722,8 @@ https://thenextweb.com/syndication/2020/09/02/a-beginners-guide-to-the-most-popu v1_locations: - docs/git.md year: N/A - addition_method: manual https://thenucleargeeks.com/2021/03/22/introduction-to-pods-in-kubernetes: + addition_method: manual content_hash: 231468ddfbe95b39e763edd3a8810adcf72a318c04240f232bf5077ea2854d0d description: '' health_score: 100.0 @@ -222839,8 +231739,8 @@ https://thenucleargeeks.com/2021/03/22/introduction-to-pods-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenucleargeeks.com/2021/03/28/taints-and-tolerations-in-kubernetes: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779031800.241631 @@ -222853,8 +231753,8 @@ https://thenucleargeeks.com/2021/03/28/taints-and-tolerations-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://thenucleargeeks.com/2021/06/26/taints-and-tolerations-in-kubernetes-edit: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779030348.326333 @@ -222867,8 +231767,8 @@ https://thenucleargeeks.com/2021/06/26/taints-and-tolerations-in-kubernetes-edit v2_locations: - kubernetes.md year: N/A - addition_method: manual https://therecord.media/nsa-cisa-publish-kubernetes-hardening-guide: + addition_method: manual ai_summary: Reports on the publication of the joint NSA and CISA Kubernetes hardening advisory. Highlights major system recommendations to mitigate vulnerabilities associated with lateral movement and remote takeovers. @@ -222895,8 +231795,8 @@ https://therecord.media/nsa-cisa-publish-kubernetes-hardening-guide: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://therecord.media/uk-government-plans-to-release-nmap-scripts-for-finding-vulnerabilities: + addition_method: manual ai_summary: Covers the UK National Cyber Security Centre's active release of public vulnerability detection scripts using the Nmap framework. Aims to empower public systems with uniform network visibility scans. @@ -222924,8 +231824,8 @@ https://therecord.media/uk-government-plans-to-release-nmap-scripts-for-finding- v2_locations: - devsecops.md year: N/A - addition_method: manual https://thevaluable.dev/vim-advanced: + addition_method: manual ai_summary: 'An advanced technical guide exploring productivity optimizations inside Vim. Details complex keyboard mappings, custom buffers, multiple window controls, script customization, and terminal integration techniques. Double-Evidence: The @@ -222956,8 +231856,8 @@ https://thevaluable.dev/vim-advanced: v2_locations: - linux.md year: N/A - addition_method: manual https://thewokesalaryman.com/2022/02/11/why-people-leave-even-the-most-high-paying-jobs: + addition_method: manual ai_summary: A visually and textually rich breakdown of the multi-dimensional nature of compensation, demonstrating how mental health, culture, and lack of growth eventually outweigh monetary yield. Essential reading for leaders designing compensation @@ -222985,8 +231885,8 @@ https://thewokesalaryman.com/2022/02/11/why-people-leave-even-the-most-high-payi v2_locations: - recruitment.md year: N/A - addition_method: manual https://thinking-cities.readthedocs.io: + addition_method: manual content_hash: dec283e41b80fc3a8d12b13a999c90a328a7bd3e2fdb967b9fb0998574dfe438 description: '' health_score: 100.0 @@ -222997,8 +231897,8 @@ https://thinking-cities.readthedocs.io: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://thinking-cities.readthedocs.io/en/latest: + addition_method: manual content_hash: 1f7644e2884fbc6d12ffe911c49808836de4de3b3eb0d40de3791050ed2893f9 health_score: 100.0 last_checked: 1779130494.960856 @@ -223009,8 +231909,8 @@ https://thinking-cities.readthedocs.io/en/latest: - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html: + addition_method: manual ai_summary: A critical analysis examining the negative impact of long-lived feature branches on continuous integration. It argues that delayed integration degrades feedback loops and promotes isolation, advocating for Trunk-Based practices to @@ -223038,8 +231938,8 @@ https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html: v2_locations: - git.md year: N/A - addition_method: manual https://thinkinglabs.io/talks/feature-branching-considered-evil.html: + addition_method: manual ai_summary: 'Curator Insight: A provocative analysis contrasting long-lived feature branches with trunk-based development. Live Grounding: Details how feature branches delay integration, hide conflicts, and impede actual continuous integration. Offers @@ -223067,8 +231967,8 @@ https://thinkinglabs.io/talks/feature-branching-considered-evil.html: v2_locations: - cicd.md year: N/A - addition_method: manual https://thinksys.com/azure/azure-devops-pipeline-complete-guide: + addition_method: manual content_hash: 92a2fe587acf388f47902db4639fbf05f3352b0010edae59b8f7e7f27a83249b health_score: 100.0 last_checked: 1779130495.009009 @@ -223080,8 +231980,8 @@ https://thinksys.com/azure/azure-devops-pipeline-complete-guide: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://thinksys.com/devops/docker-swarm-vs-kubernetes-comparison: + addition_method: manual ai_summary: Analyzes Kubernetes and Docker Swarm across scaling, persistent volume management, networking architectures, and administrative complexity. complexity: Intermediate @@ -223101,8 +232001,8 @@ https://thinksys.com/devops/docker-swarm-vs-kubernetes-comparison: v2_locations: - kubernetes-alternatives.md year: '2022' - addition_method: manual https://thinksys.com/devops/kubernetes-autoscaling: + addition_method: manual content_hash: 3550ea62554bc4e1952968a63925de3ea5d84a969bed6a67cb56facab906625e health_score: 100.0 last_checked: 1779130495.001228 @@ -223114,8 +232014,8 @@ https://thinksys.com/devops/kubernetes-autoscaling: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://thinksys.com/devops/kubernetes-multi-tenancy: + addition_method: manual content_hash: a019c0fdf3351cd30c1c360f2411728fbb182b86ab905b056d192cdf65e9a58d health_score: 100.0 last_checked: 1779130494.942283 @@ -223127,8 +232027,8 @@ https://thinksys.com/devops/kubernetes-multi-tenancy: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://thomasthornton.cloud: + addition_method: manual content_hash: a281259b39a6da967f051d18207c70a69a46820d5af4b73185a87e1a6b74d261 description: '' health_score: 100.0 @@ -223144,8 +232044,8 @@ https://thomasthornton.cloud: v2_locations: - azure.md year: N/A - addition_method: manual https://thomasthornton.cloud/2020/07/08/deploy-terraform-using-azure-devops: + addition_method: manual content_hash: aa85d20cf0cf4c1618325e7f3cec6b82b7050bdabf31b7d43e0809dfb9422d56 description: '' health_score: 100.0 @@ -223157,8 +232057,8 @@ https://thomasthornton.cloud/2020/07/08/deploy-terraform-using-azure-devops: - docs/azure.md - docs/terraform.md year: N/A - addition_method: manual https://thomasthornton.cloud/2021/03/19/deploy-terraform-using-github-actions-into-azure: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -223169,8 +232069,8 @@ https://thomasthornton.cloud/2021/03/19/deploy-terraform-using-github-actions-in v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://thomasthornton.cloud/2021/04/29/scout-suite-reports-using-azure-devops-pipeline: + addition_method: manual content_hash: 069b19329c4ba8e1f9327d2be755be2656d9ec6a5a2bf345f3c00e116737721a description: '' health_score: 100.0 @@ -223181,8 +232081,8 @@ https://thomasthornton.cloud/2021/04/29/scout-suite-reports-using-azure-devops-p v1_locations: - docs/azure.md year: N/A - addition_method: manual https://thomasthornton.cloud/2021/08/04/conditional-variables-in-azure-devops-pipelines: + addition_method: manual content_hash: 07eafaea0c1e419d870038049703ad2a10ae401bfddf8fc1e5e5c2014f89882d description: '' health_score: 100.0 @@ -223197,8 +232097,8 @@ https://thomasthornton.cloud/2021/08/04/conditional-variables-in-azure-devops-pi v2_locations: - azure.md year: N/A - addition_method: manual https://thomasthornton.cloud/2021/12/26/a-devops-journey-using-azure-devops: + addition_method: manual content_hash: 8c5ad5554f7c61be296a756e80196859abd4a49cbf35de569f0082626a818fcf description: '' health_score: 100.0 @@ -223214,8 +232114,8 @@ https://thomasthornton.cloud/2021/12/26/a-devops-journey-using-azure-devops: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://thomasthornton.cloud/2022/01/24/error-spawn-terraform-enoent-when-running-terraform-in-azure-devops-pipeline: + addition_method: manual content_hash: 33c3102f05ac0ec7a67885633d787ed81df9756a47a4f1449d0f51c257864e59 description: '' health_score: 100.0 @@ -223227,9 +232127,9 @@ https://thomasthornton.cloud/2022/01/24/error-spawn-terraform-enoent-when-runnin v1_locations: - docs/terraform.md year: N/A - addition_method: manual ? https://thomasthornton.cloud/2022/04/13/analyze-your-kubernetes-yaml-files-and-helm-charts-to-ensure-best-practices-using-kuberlinter-in-azure-devops-pipeline -: ai_summary: A detailed technical tutorial showing how to configure KubeLinter inside +: addition_method: manual + ai_summary: A detailed technical tutorial showing how to configure KubeLinter inside Azure DevOps pipelines. 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It highlights optimal repository configurations and credential management for secure deployments. Double-Evidence: @@ -223506,8 +232406,8 @@ https://thomasthornton.cloud/deploying-mkdocs-to-github-pages-with-github-action v2_locations: - mkdocs.md year: '2023' - addition_method: manual https://thomasthornton.cloud/displaying-terraform-plans-in-github-prs-with-github-actions: + addition_method: manual content_hash: a7ef1577cda05a15c1b172201861d19b0750dafaa5c17d3b8dd1b783f73223b7 health_score: 100.0 last_checked: 1779130494.956555 @@ -223519,8 +232419,8 @@ https://thomasthornton.cloud/displaying-terraform-plans-in-github-prs-with-githu - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://thomasthornton.cloud/draw-io-mcp-for-diagram-generation-why-its-worth-using: + addition_method: manual ai_summary: An illustrative guide showing how the Draw.io Model Context Protocol (MCP) server allows AI assistants to programmatically generate and edit architecture diagrams. 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Live Grounding: Essential post-mortem detailing how custom Helm chart parameter @@ -223737,8 +232637,8 @@ https://threatpost.com/argo-cd-security-bug-kubernetes-cloud-apps/178239: v2_locations: - argo.md year: N/A - addition_method: manual https://tiagodiasgeneroso.medium.com/observability-concepts-you-should-know-943fc057b208: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -223752,8 +232652,8 @@ https://tiagodiasgeneroso.medium.com/observability-concepts-you-should-know-943f v2_locations: - monitoring.md year: N/A - addition_method: manual https://tier1app.com: + addition_method: manual ai_summary: A dedicated APM tool for analyzing Java thread dumps and performance. Provides automated diagnostics for thread contention and deadlocks to optimize JVM application responsiveness. @@ -223782,8 +232682,8 @@ https://tier1app.com: - java-and-java-performance-optimization.md - monitoring.md year: N/A - addition_method: manual https://tigerabrodi.hashnode.dev/interviewing-software-developers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -223797,8 +232697,8 @@ https://tigerabrodi.hashnode.dev/interviewing-software-developers: v2_locations: - recruitment.md year: N/A - addition_method: manual https://tilt.dev: + addition_method: manual ai_summary: Tilt speeds up microservice development by tracking file changes and automatically rebuilding and redeploying updated containers to your local cluster. Its web dashboard offers clear logging and diagnostics, keeping multi-service @@ -223826,8 +232726,8 @@ https://tilt.dev: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://tldp.org/LDP/sag/html/index.html: + addition_method: manual ai_summary: A historical, foundational text on Linux system administration. Although legacy in parts, it details the classic Unix architectural core, bootstrap phases, and low-level directory designs. @@ -223855,8 +232755,8 @@ https://tldp.org/LDP/sag/html/index.html: v2_locations: - linux.md year: N/A - addition_method: manual https://tldrsec.com/?404=%2Fguides%2Fkubernetes: + addition_method: manual ai_summary: 'A security auditing guide outlining common vulnerabilities and risk assessment techniques for Kubernetes environments. @@ -223882,8 +232782,8 @@ https://tldrsec.com/?404=%2Fguides%2Fkubernetes: v2_locations: - kubernetes-security.md year: '2021' - addition_method: manual https://tldrsec.com/guides/kubernetes: + addition_method: manual content_hash: 64a54413e9e56516effa35bfc867ab790192d4fdfeec78524ec96433e18a71d9 description: '' health_score: 100.0 @@ -223894,8 +232794,8 @@ https://tldrsec.com/guides/kubernetes: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://tom-sapak.medium.com/deployment-vs-statefulset-for-stateful-applications-eebd6522e102: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -223909,8 +232809,8 @@ https://tom-sapak.medium.com/deployment-vs-statefulset-for-stateful-applications v2_locations: - kubernetes.md year: N/A - addition_method: manual https://tomd.xyz/jenkins-shared-library: + addition_method: manual content_hash: 1ac8da3a04418f639b135493640d4c60ddf8a232eae97a6d1d60ab06aa0ec1c6 description: '' health_score: 100.0 @@ -223926,8 +232826,8 @@ https://tomd.xyz/jenkins-shared-library: v2_locations: - jenkins.md year: N/A - addition_method: manual https://tomd.xyz/kubernetes-event-driven-keda: + addition_method: manual content_hash: 681e8a7ef56f2ebe94dc94e6ae1216958f34e9a89bf1c01d606dda42315fa65b description: '' health_score: 100.0 @@ -223945,8 +232845,8 @@ https://tomd.xyz/kubernetes-event-driven-keda: - demos.md - kubernetes-autoscaling.md year: N/A - addition_method: manual https://tomee.apache.org: + addition_method: manual content_hash: c6d79e84e36cd94c248294ac23a251ca5e8bc0a1065edb2ecd34851d4bd33892 health_score: 100.0 last_checked: 1779029949.981349 @@ -223960,8 +232860,8 @@ https://tomee.apache.org: v2_locations: - java_frameworks.md - java_app_servers.md - addition_method: manual https://tomlous.medium.com/ci-cd-for-data-engineers-68b0fd915545: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -223976,8 +232876,8 @@ https://tomlous.medium.com/ci-cd-for-data-engineers-68b0fd915545: v2_locations: - kubernetes-bigdata.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/02/14/getting-started-with-ansible-playbooks-more-steps-towards-devops: + addition_method: manual content_hash: 2fc59eb4fef25ec2bb9f640ca5a4f53b20f4858186b1f260361d3171725fc2a8 description: '' health_score: 100.0 @@ -223994,8 +232894,8 @@ https://tomsitcafe.com/2023/02/14/getting-started-with-ansible-playbooks-more-st v2_locations: - ansible.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/02/17/conditional-statements-making-decisions-in-ansible-code: + addition_method: manual content_hash: 6f460548354c17d245c628362fa2023f5608f149357b708b21f355655eb82f7c description: '' health_score: 100.0 @@ -224011,8 +232911,8 @@ https://tomsitcafe.com/2023/02/17/conditional-statements-making-decisions-in-ans v2_locations: - ansible.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/03/06/how-to-implement-and-use-handlers-in-ansible-code: + addition_method: manual content_hash: 157e4b0d279cbee0383d5aa56be4d36dc20688fdc24cf0a2016021662ddcc19e description: '' health_score: 100.0 @@ -224028,8 +232928,8 @@ https://tomsitcafe.com/2023/03/06/how-to-implement-and-use-handlers-in-ansible-c v2_locations: - ansible.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/03/13/configuration-file-blueprints-jinja2-templates-in-the-ansible-code: + addition_method: manual content_hash: 9353de79c487b6be9840662376706db28a71419a12835666ebb4205e057ef26f description: '' health_score: 100.0 @@ -224046,8 +232946,8 @@ https://tomsitcafe.com/2023/03/13/configuration-file-blueprints-jinja2-templates v2_locations: - ansible.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/03/16/handling-sensitive-data-with-ansible-vault-encrypting-strings-instead-of-files: + addition_method: manual content_hash: 5d061ce6815755a02e5121beccfeadb9af033b6a80213734afddc42164dee93c description: '' health_score: 100.0 @@ -224064,8 +232964,8 @@ https://tomsitcafe.com/2023/03/16/handling-sensitive-data-with-ansible-vault-enc v2_locations: - ansible.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/04/27/how-to-test-ansible-code-with-molecule: + addition_method: manual content_hash: 9c84dd201952ce4ff600cd4f8ae26724f8159670622f2518e0bf2cee2613c69a description: '' health_score: 100.0 @@ -224081,8 +232981,8 @@ https://tomsitcafe.com/2023/04/27/how-to-test-ansible-code-with-molecule: v2_locations: - ansible.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/05/11/lets-use-a-more-flexible-directory-structure-for-an-ansible-project: + addition_method: manual content_hash: 333e20f7d798cff912f6ccd289e9fb83cb9d186602c01839ab6d960f22e8bc51 description: '' health_score: 100.0 @@ -224099,8 +232999,8 @@ https://tomsitcafe.com/2023/05/11/lets-use-a-more-flexible-directory-structure-f v2_locations: - ansible.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/05/15/ansible-semaphore-a-modern-open-source-gui-for-our-ansible-automation: + addition_method: manual content_hash: 981a68fa33c4fa22c7947dfebcc0430824abb341969b1042604a12ee5d85ae5a description: '' health_score: 100.0 @@ -224117,8 +233017,8 @@ https://tomsitcafe.com/2023/05/15/ansible-semaphore-a-modern-open-source-gui-for v2_locations: - ansible.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/06/02/mastering-ansible-navigating-the-most-common-errors-and-mistakes: + addition_method: manual content_hash: 01f1d6de14d24340ab1b6640747af4d274f00f9446cf4334fad25ce6dfe42046 description: '' health_score: 100.0 @@ -224135,8 +233035,8 @@ https://tomsitcafe.com/2023/06/02/mastering-ansible-navigating-the-most-common-e v2_locations: - ansible.md year: N/A - addition_method: manual https://tomsitcafe.com/2023/06/09/automating-apis-with-ansible-a-comprehensive-guide: + addition_method: manual content_hash: 084491c18304f162e9746ebf840fc873e0b279973f93e08f1f1c3d7ef8e79012 description: '' health_score: 100.0 @@ -224152,8 +233052,8 @@ https://tomsitcafe.com/2023/06/09/automating-apis-with-ansible-a-comprehensive-g v2_locations: - ansible.md year: N/A - addition_method: manual https://tonylixu.medium.com/devops-in-k8s-k9s-terminal-based-ui-to-manage-your-cluster-85b4f147e209: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224167,8 +233067,8 @@ https://tonylixu.medium.com/devops-in-k8s-k9s-terminal-based-ui-to-manage-your-c v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://tonylixu.medium.com/docker-run-vs-cmd-vs-entrypoint-57f248b95889: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224182,8 +233082,8 @@ https://tonylixu.medium.com/docker-run-vs-cmd-vs-entrypoint-57f248b95889: v2_locations: - docker.md year: N/A - addition_method: manual https://tonylixu.medium.com/gitops-github-actions-docker-build-workflow-157cc53e9a0d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224197,8 +233097,8 @@ https://tonylixu.medium.com/gitops-github-actions-docker-build-workflow-157cc53e v2_locations: - git.md year: N/A - addition_method: manual https://tonylixu.medium.com/k8s-troubleshooting-pod-in-terminating-or-unknown-status-2878f6ec66b8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224213,8 +233113,8 @@ https://tonylixu.medium.com/k8s-troubleshooting-pod-in-terminating-or-unknown-st v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://tonylixu.medium.com/kubectl-plugins-operation-f93274622447: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224228,8 +233128,8 @@ https://tonylixu.medium.com/kubectl-plugins-operation-f93274622447: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://toolbox.kali-linuxtr.net/kubecrt-convert-helm-charts-to-kubernetes-resources.tool: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224243,8 +233143,8 @@ https://toolbox.kali-linuxtr.net/kubecrt-convert-helm-charts-to-kubernetes-resou v2_locations: - helm.md year: N/A - addition_method: manual https://toolbox.kali-linuxtr.net/kubernetes-rbac-permission-manager.tool: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224258,8 +233158,8 @@ https://toolbox.kali-linuxtr.net/kubernetes-rbac-permission-manager.tool: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://toolkit.fluxcd.io: + addition_method: manual content_hash: 4cfce0e06c953d2045954cac2322e22157e516db141f1057bed2ba29bc8b2db9 description: '' health_score: 100.0 @@ -224270,8 +233170,8 @@ https://toolkit.fluxcd.io: v1_locations: - docs/flux.md year: N/A - addition_method: manual https://topcloudops.com/blog-detail?id=030b1031-8bc8-4bc5-8f7a-417950005b97: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224285,8 +233185,8 @@ https://topcloudops.com/blog-detail?id=030b1031-8bc8-4bc5-8f7a-417950005b97: v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://topcloudops.com/blog-detail?id=466c7bdd-ccb9-4722-abe5-d71a535113a2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224300,8 +233200,8 @@ https://topcloudops.com/blog-detail?id=466c7bdd-ccb9-4722-abe5-d71a535113a2: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://topcloudops.com/blog-detail?id=afa06d47-b8ea-4417-bb4c-7d164f8903e7: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224315,8 +233215,8 @@ https://topcloudops.com/blog-detail?id=afa06d47-b8ea-4417-bb4c-7d164f8903e7: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://torq.io/blog/5-security-automation-examples-for-non-developers: + addition_method: manual ai_summary: 'Provides five actionable automation playbooks for SecOps teams to streamline alert triage and response actions. Contrast: Curator Insight presents low-code solutions for non-developers, while Live Grounding shows that automating through @@ -224344,8 +233244,8 @@ https://torq.io/blog/5-security-automation-examples-for-non-developers: v2_locations: - devsecops.md year: N/A - addition_method: manual https://towardsaws.com/a-gentle-introduction-to-amazon-web-services-aws-50f18c7c57dc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224359,8 +233259,8 @@ https://towardsaws.com/a-gentle-introduction-to-amazon-web-services-aws-50f18c7c v2_locations: - aws.md year: N/A - addition_method: manual https://towardsaws.com/accessing-a-private-rest-api-from-another-private-rest-api-in-aws-api-gateway-5112b835c0d4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224375,8 +233275,8 @@ https://towardsaws.com/accessing-a-private-rest-api-from-another-private-rest-ap v2_locations: - aws-networking.md year: N/A - addition_method: manual https://towardsaws.com/automating-static-website-deployment-a-guide-to-ci-cd-with-aws-and-terraform-bb6fcbae5667: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224391,8 +233291,8 @@ https://towardsaws.com/automating-static-website-deployment-a-guide-to-ci-cd-wit v2_locations: - terraform.md year: N/A - addition_method: manual https://towardsaws.com/autoscale-kubernetes-metrics-server-fa398f8a600a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224406,8 +233306,8 @@ https://towardsaws.com/autoscale-kubernetes-metrics-server-fa398f8a600a: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://towardsaws.com/creating-a-bastion-host-for-secure-access-to-your-aws-infrastructure-with-terraform-17ee287bb3d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224422,9 +233322,9 @@ https://towardsaws.com/creating-a-bastion-host-for-secure-access-to-your-aws-inf v2_locations: - terraform.md year: N/A - addition_method: manual ? https://towardsaws.com/from-scratch-to-production-deploying-eks-clusters-and-applications-with-ci-cd-using-jenkins-and-f27d4686d5fe -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032039.050504 @@ -224438,8 +233338,8 @@ https://towardsaws.com/creating-a-bastion-host-for-secure-access-to-your-aws-inf v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://towardsaws.com/how-to-centralize-vpc-endpoints-in-aws-64c68b5b9d50: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224453,8 +233353,8 @@ https://towardsaws.com/how-to-centralize-vpc-endpoints-in-aws-64c68b5b9d50: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://towardsaws.com/how-to-deploy-two-tier-aws-architecture-with-terraform-59db7b11dd47: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224468,8 +233368,8 @@ https://towardsaws.com/how-to-deploy-two-tier-aws-architecture-with-terraform-59 v2_locations: - demos.md year: N/A - addition_method: manual https://towardsaws.com/import-existing-aws-architecture-to-terraform-368b66c48275: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224483,8 +233383,8 @@ https://towardsaws.com/import-existing-aws-architecture-to-terraform-368b66c4827 v2_locations: - terraform.md year: N/A - addition_method: manual https://towardsaws.com/integrating-python-amazon-api-gateway-lambda-sqs-and-sns-services-6015631d5527: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224499,8 +233399,8 @@ https://towardsaws.com/integrating-python-amazon-api-gateway-lambda-sqs-and-sns- v2_locations: - demos.md year: N/A - addition_method: manual https://towardsaws.com/kubernetes-multi-tenancy-approach-b0f58d615971: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224514,8 +233414,8 @@ https://towardsaws.com/kubernetes-multi-tenancy-approach-b0f58d615971: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://towardsaws.com/networking-basics-in-aws-ab72882855c4: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224529,8 +233429,8 @@ https://towardsaws.com/networking-basics-in-aws-ab72882855c4: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://towardsaws.com/terraform-basics-creating-custom-aws-vpc-subnets-and-route-tables-4e7075135e99: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -224545,8 +233445,8 @@ https://towardsaws.com/terraform-basics-creating-custom-aws-vpc-subnets-and-rout v2_locations: - terraform.md year: N/A - addition_method: manual https://towardsdatascience.com/3-high-availability-cloud-concepts-you-should-know-93f3bab2cb4a: + addition_method: manual content_hash: 56c534a3096cc7dc43a9d0f5c75ec8998e52bfbdaf819edd49d9f12407ceb6d1 description: '' health_score: 100.0 @@ -224561,8 +233461,8 @@ https://towardsdatascience.com/3-high-availability-cloud-concepts-you-should-kno v2_locations: - introduction.md year: N/A - addition_method: manual https://towardsdatascience.com/7-must-know-data-wrangling-operations-with-python-pandas-849438a90d15: + addition_method: manual content_hash: 4dd9066c6cfa5a372119b48ec6fa02936ea3d242133af1d98b0a4cb55dce52c8 description: '' health_score: 100.0 @@ -224578,8 +233478,8 @@ https://towardsdatascience.com/7-must-know-data-wrangling-operations-with-python v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/a-git-cheatsheet-that-all-coders-need-bf8ad4d91576: + addition_method: manual ai_summary: An organized reference guide targeting command-line operations frequently used in data science and engineering teams. Focuses on history visualization, commit management, and fast-forward remote sync commands. @@ -224606,8 +233506,8 @@ https://towardsdatascience.com/a-git-cheatsheet-that-all-coders-need-bf8ad4d9157 v2_locations: - git.md year: N/A - addition_method: manual https://towardsdatascience.com/a-kubernetes-architecture-for-machine-learning-web-application-deployments-632f7765ef29: + addition_method: manual content_hash: 3b0ca3238fb2a88be7afb722fd2659e01d844afecf033b401794a2d30c97b721 description: '' health_score: 100.0 @@ -224623,8 +233523,8 @@ https://towardsdatascience.com/a-kubernetes-architecture-for-machine-learning-we v2_locations: - mlops.md year: N/A - addition_method: manual https://towardsdatascience.com/all-the-important-features-and-changes-in-python-3-10-e3d1fe542fbf: + addition_method: manual content_hash: d3b8faab3b0bf6e394dbb33a9b524df6e56260fb14a3380fe2715b358b432755 description: '' health_score: 100.0 @@ -224640,8 +233540,8 @@ https://towardsdatascience.com/all-the-important-features-and-changes-in-python- v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/apache-airflow-architecture-496b9cb28288: + addition_method: manual ai_summary: A structured architectural deep dive explaining how Apache Airflow schedules and executes pipelines. Outlines relationships between scheduler loops, state synchronization databases, and executors. @@ -224668,8 +233568,8 @@ https://towardsdatascience.com/apache-airflow-architecture-496b9cb28288: v2_locations: - message-queue.md year: N/A - addition_method: manual https://towardsdatascience.com/apache-airflow-for-containerized-data-pipelines-4d7a3c385bd: + addition_method: manual ai_summary: Explores patterns to deploy containerized data processing networks via Apache Airflow. Focuses on orchestrating individual pipeline stages inside isolated runtime structures on top of cloud infrastructure. @@ -224696,8 +233596,8 @@ https://towardsdatascience.com/apache-airflow-for-containerized-data-pipelines-4 v2_locations: - message-queue.md year: N/A - addition_method: manual https://towardsdatascience.com/at-its-core-hows-a-graph-database-different-from-a-relational-8297ca99cb8f: + addition_method: manual content_hash: c3d261950d26fcf0b6671d91ec87af83cf907c0f03d36bfadb4e21032cb73318 description: '' health_score: 100.0 @@ -224713,8 +233613,8 @@ https://towardsdatascience.com/at-its-core-hows-a-graph-database-different-from- v2_locations: - databases.md year: N/A - addition_method: manual https://towardsdatascience.com/automatically-generate-machine-learning-code-with-just-a-few-clicks-7901b2334f97: + addition_method: manual content_hash: 9862dd8f52ae451f3827127b2db69ba5982a593c2d3766f202649c2ea7c8dd73 description: '' health_score: 100.0 @@ -224730,9 +233630,9 @@ https://towardsdatascience.com/automatically-generate-machine-learning-code-with v2_locations: - mlops.md year: N/A - addition_method: manual ? https://towardsdatascience.com/build-machine-learning-pipelines-with-airflow-and-mlflow-reservation-cancellation-forecasting-da675d409842 -: content_hash: aeb73ec01a44fd1af7ccf6f956f5be49db24043f4cc83256f9da0201010aa655 +: addition_method: manual + content_hash: aeb73ec01a44fd1af7ccf6f956f5be49db24043f4cc83256f9da0201010aa655 description: '' health_score: 100.0 last_checked: 1779029067.861863 @@ -224747,8 +233647,8 @@ https://towardsdatascience.com/automatically-generate-machine-learning-code-with v2_locations: - mlops.md year: N/A - addition_method: manual https://towardsdatascience.com/can-githubs-copilot-replace-developers-b89f28007c05: + addition_method: manual content_hash: c01397a110e3f0bb80fc6b3ec4061c6882f3d0bca398f519921700ed89949ecb description: '' health_score: 100.0 @@ -224763,8 +233663,8 @@ https://towardsdatascience.com/can-githubs-copilot-replace-developers-b89f28007c v2_locations: - git.md year: N/A - addition_method: manual https://towardsdatascience.com/create-your-first-ci-cd-pipeline-with-jenkins-and-github-6aefe21c9240: + addition_method: manual content_hash: d973f211fb4a05badc8672e18fc78033bf0b809dddc75bc5a7662f9e7040575c description: '' health_score: 100.0 @@ -224780,8 +233680,8 @@ https://towardsdatascience.com/create-your-first-ci-cd-pipeline-with-jenkins-and v2_locations: - demos.md year: N/A - addition_method: manual https://towardsdatascience.com/data-domains-and-data-products-64cc9d28283e: + addition_method: manual ai_summary: Focuses on building discrete, discoverable, and governed domain-centric data products. Reviews core responsibilities for product engineering teams and logical boundaries required to achieve seamless interoperability within a Data @@ -224808,8 +233708,8 @@ https://towardsdatascience.com/data-domains-and-data-products-64cc9d28283e: v2_locations: - message-queue.md year: N/A - addition_method: manual https://towardsdatascience.com/datastore-choices-sql-vs-nosql-database-ebec24d56106: + addition_method: manual content_hash: d46eb251edae89c5912272db7bc5b5ca19e05cfddfc76a143569993af9f721e2 description: '' health_score: 100.0 @@ -224825,8 +233725,8 @@ https://towardsdatascience.com/datastore-choices-sql-vs-nosql-database-ebec24d56 v2_locations: - databases.md year: N/A - addition_method: manual https://towardsdatascience.com/deploying-an-ml-model-with-fastapi-a-succinct-guide-69eceda27b21: + addition_method: manual content_hash: deb140aa8d537e9b97b7517bc2ecd5e2a7647cff767485f725d5aa5af1194a01 description: '' health_score: 100.0 @@ -224842,8 +233742,8 @@ https://towardsdatascience.com/deploying-an-ml-model-with-fastapi-a-succinct-gui v2_locations: - mlops.md year: N/A - addition_method: manual https://towardsdatascience.com/deploying-llm-apps-to-aws-the-open-source-self-service-way-c54b8667d829: + addition_method: manual content_hash: 7dd029e83bfa41373d0caa5357b206ef733a924ef363263eda78aa650d606800 description: '' health_score: 100.0 @@ -224859,8 +233759,8 @@ https://towardsdatascience.com/deploying-llm-apps-to-aws-the-open-source-self-se v2_locations: - mlops.md year: N/A - addition_method: manual https://towardsdatascience.com/fall-in-love-with-your-environment-setup-779dfbf047ba: + addition_method: manual content_hash: 38d194bbfe68c5f92c2c6391c5e5607aeadf32eff82cbc83555e41caed324751 description: '' health_score: 100.0 @@ -224875,9 +233775,9 @@ https://towardsdatascience.com/fall-in-love-with-your-environment-setup-779dfbf0 v2_locations: - python.md year: N/A - addition_method: manual ? https://towardsdatascience.com/from-dev-to-deployment-an-end-to-end-sentiment-classifier-app-with-mlflow-sagemaker-and-119043ea4203 -: content_hash: cd89effe7c33fe00e2cebc0e2db85b2e8c427603fe7781dee0f62203a4cc94a9 +: addition_method: manual + content_hash: cd89effe7c33fe00e2cebc0e2db85b2e8c427603fe7781dee0f62203a4cc94a9 description: '' health_score: 100.0 last_checked: 1779030970.801795 @@ -224892,8 +233792,8 @@ https://towardsdatascience.com/fall-in-love-with-your-environment-setup-779dfbf0 v2_locations: - mlops.md year: N/A - addition_method: manual https://towardsdatascience.com/from-devops-to-mlops-integrate-machine-learning-models-using-jenkins-and-docker-79034dbedf1: + addition_method: manual content_hash: 7239e89f30e0e17b62ea80bbfeea86e5b30d080e07859e7ac8dcb2bbbdcbf66b description: '' health_score: 100.0 @@ -224909,8 +233809,8 @@ https://towardsdatascience.com/from-devops-to-mlops-integrate-machine-learning-m v2_locations: - mlops.md year: N/A - addition_method: manual https://towardsdatascience.com/from-jupyter-notebooks-to-real-life-mlops-9f590a7b5faa: + addition_method: manual content_hash: 625b0175576e436f9f12bbea8f3a769d92966104f75c4986566dfec3474b2a02 description: '' health_score: 100.0 @@ -224925,8 +233825,8 @@ https://towardsdatascience.com/from-jupyter-notebooks-to-real-life-mlops-9f590a7 v2_locations: - mlops.md year: N/A - addition_method: manual https://towardsdatascience.com/generating-python-scripts-with-openais-github-copilot-da0b3fdd989: + addition_method: manual content_hash: 909ec4aca085b3dc4460439d5a684db120203d5dd0580bbdb8d151b36e94185f description: '' health_score: 100.0 @@ -224941,8 +233841,8 @@ https://towardsdatascience.com/generating-python-scripts-with-openais-github-cop v2_locations: - git.md year: N/A - addition_method: manual https://towardsdatascience.com/git-commands-cheat-sheet-software-developer-54f6aedc1c46: + addition_method: manual content_hash: 555ed006c856a7afbf7cb1083e9bf34ec44f9eff59e717b7ac0344a2ad294447 description: '' health_score: 100.0 @@ -224958,8 +233858,8 @@ https://towardsdatascience.com/git-commands-cheat-sheet-software-developer-54f6a v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://towardsdatascience.com/heroku-docker-in-10-minutes-f4329c4fd72f: + addition_method: manual ai_summary: A quick-deployment tutorial showing how to containerize dynamic web applications with Docker and deploy them smoothly to Heroku's managed infrastructure. complexity: Beginner @@ -224984,8 +233884,8 @@ https://towardsdatascience.com/heroku-docker-in-10-minutes-f4329c4fd72f: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://towardsdatascience.com/how-not-to-use-python-lists-d06cbe8e593: + addition_method: manual content_hash: 5be15da1dde24036a03c553dc8d547c13007ca19e17a4168bbc9f117686fb4af description: '' health_score: 100.0 @@ -225000,8 +233900,8 @@ https://towardsdatascience.com/how-not-to-use-python-lists-d06cbe8e593: v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/how-to-use-sql-cross-joins-5653fe7d353: + addition_method: manual content_hash: 9cc4abdcafa650de43eb3c7b642f7fb3137e1d07588568339d81d2ed08d3b255 description: '' health_score: 100.0 @@ -225016,8 +233916,8 @@ https://towardsdatascience.com/how-to-use-sql-cross-joins-5653fe7d353: v2_locations: - databases.md year: N/A - addition_method: manual https://towardsdatascience.com/jenkins-for-ci-is-dead-why-do-people-hate-it-and-whats-the-alternative-8d8b6b88fdba: + addition_method: manual health_score: 100.0 last_checked: 1779130495.031489 tags: @@ -225026,8 +233926,8 @@ https://towardsdatascience.com/jenkins-for-ci-is-dead-why-do-people-hate-it-and- - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://towardsdatascience.com/kubernetes-serverless-differences-84699f370609: + addition_method: manual content_hash: aff3a9aa4d722e6405210b1a7d007295890a564d7ab3495856bd6866c2db0cc5 description: '' health_score: 100.0 @@ -225042,8 +233942,8 @@ https://towardsdatascience.com/kubernetes-serverless-differences-84699f370609: v2_locations: - serverless.md year: N/A - addition_method: manual https://towardsdatascience.com/master-class-inheritance-in-python-c46bfda63374: + addition_method: manual content_hash: d3528adc414f6f7c3544468cf35f86d8eebfafe8b547c8d0bf83f56a75fbdff9 description: '' health_score: 100.0 @@ -225058,8 +233958,8 @@ https://towardsdatascience.com/master-class-inheritance-in-python-c46bfda63374: v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/maximizing-the-utility-of-scarce-ai-resources-a-kubernetes-approach-0230ba53965b: + addition_method: manual content_hash: e70156f6b5d84ff4dca41472006b0018fdef99ab9e8e2fd51b2a9947217f5b35 description: '' health_score: 100.0 @@ -225075,8 +233975,8 @@ https://towardsdatascience.com/maximizing-the-utility-of-scarce-ai-resources-a-k v2_locations: - kubernetes.md year: N/A - addition_method: manual https://towardsdatascience.com/memoizing-dataframe-functions-7a27dff532f7: + addition_method: manual content_hash: 55f6aeed457343480b2f16eb11aac38413881e3b21dc4dad76cf20ce599951b5 description: '' health_score: 100.0 @@ -225091,8 +233991,8 @@ https://towardsdatascience.com/memoizing-dataframe-functions-7a27dff532f7: v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/overview-of-ui-tools-for-monitoring-and-management-of-apache-kafka-clusters-8c383f897e80: + addition_method: manual ai_summary: 'Curator Insight: Comparative review of leading open-source and commercial administration portals for Kafka. Live Grounding: Compares visual management capabilities, schema registration support, and partition offset visualization across tools like @@ -225120,8 +234020,8 @@ https://towardsdatascience.com/overview-of-ui-tools-for-monitoring-and-managemen v2_locations: - message-queue.md year: N/A - addition_method: manual https://towardsdatascience.com/practical-introduction-to-postgresql-5f73d3d394e: + addition_method: manual content_hash: 083bbb26ee769e0397ec2e2e7bd4535d4278295b692580569128d79975ff785c description: '' health_score: 100.0 @@ -225136,8 +234036,8 @@ https://towardsdatascience.com/practical-introduction-to-postgresql-5f73d3d394e: v2_locations: - databases.md year: N/A - addition_method: manual https://towardsdatascience.com/python-iterables-vs-iterators-688907fd755f: + addition_method: manual content_hash: fa17297476dc6e77db454370a5efd70039828992e2d889ca31e698e066ed5636 description: '' health_score: 100.0 @@ -225152,8 +234052,8 @@ https://towardsdatascience.com/python-iterables-vs-iterators-688907fd755f: v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/python-linked-lists-c3622205da81: + addition_method: manual content_hash: 63e9052782d4abb1104418ce722ce5755102d847826e183b62aaf78fb1108366 description: '' health_score: 100.0 @@ -225168,8 +234068,8 @@ https://towardsdatascience.com/python-linked-lists-c3622205da81: v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/requirements-vs-setuptools-python-ae3ee66e28af: + addition_method: manual content_hash: 6168cbe6842512a8cab85dcce3eeab6f3fff5fda6c544883250b251b24909052 description: '' health_score: 100.0 @@ -225184,9 +234084,9 @@ https://towardsdatascience.com/requirements-vs-setuptools-python-ae3ee66e28af: v2_locations: - python.md year: N/A - addition_method: manual ? https://towardsdatascience.com/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud-4d59efc092b5 -: ai_summary: Evaluates design principles for high-throughput, low-latency cloud-native +: addition_method: manual + ai_summary: Evaluates design principles for high-throughput, low-latency cloud-native big data architectures. The guide details how to integrate ingestion layers with stream processing engines and distributed analytical databases. 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kubernetes-troubleshooting.md year: N/A - addition_method: manual https://towardsdatascience.com/the-strange-size-of-python-objects-in-memory-ce87bdfbb97f: + addition_method: manual content_hash: 421990f6ca1a6f2c4e7740a7b0a929700c74077cd060fe10263ab463d8e407d8 description: '' health_score: 100.0 @@ -225263,8 +234163,8 @@ https://towardsdatascience.com/the-strange-size-of-python-objects-in-memory-ce87 v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/there-is-more-to-pandas-read-csv-than-meets-the-eye-8654cb2b3a03: + addition_method: manual content_hash: c0f271704a921527a13cc5c93cc5697c522f54dfc00308914e9d3c1b45045783 description: '' health_score: 100.0 @@ -225280,8 +234180,8 @@ https://towardsdatascience.com/there-is-more-to-pandas-read-csv-than-meets-the-e v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/unlimited-scientific-libraries-and-applications-in-kubernetes-instantly-b69b192ec5e5: + addition_method: manual content_hash: abfbb9c315ca19e0f6e12d8c162cae5571aea184208f7d2e0f4600c9723ec217 description: '' health_score: 100.0 @@ -225297,8 +234197,8 @@ https://towardsdatascience.com/unlimited-scientific-libraries-and-applications-i v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/using-kafka-with-avro-in-python-da85b3e0f966: + addition_method: manual content_hash: b5b297a9f847879f8469a3d6c1acfcc1c68798e71cb04663a2eafb39fe69b244 description: '' health_score: 100.0 @@ -225313,8 +234213,8 @@ https://towardsdatascience.com/using-kafka-with-avro-in-python-da85b3e0f966: v2_locations: - mlops.md year: N/A - addition_method: manual https://towardsdatascience.com/work-with-sql-in-python-using-sqlalchemy-and-pandas-cd7693def708: + addition_method: manual content_hash: 0413ed5033153983b6fdea980842345f28ea408d86d46211b1e50cec2436a493 description: '' health_score: 100.0 @@ -225329,8 +234229,8 @@ https://towardsdatascience.com/work-with-sql-in-python-using-sqlalchemy-and-pand v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/you-dont-need-sample-data-you-need-python-faker-fa87c2a119a9: + addition_method: manual content_hash: d2be4afdac5ab383b23b1d0a23bf3be8ecd1eedf3fa5ed4bb5e338fffea74300 description: '' health_score: 100.0 @@ -225345,8 +234245,8 @@ https://towardsdatascience.com/you-dont-need-sample-data-you-need-python-faker-f v2_locations: - python.md year: N/A - addition_method: manual https://towardsdatascience.com/you-should-use-this-to-visualize-sql-joins-instead-of-venn-diagrams-ede15f9583fc: + addition_method: manual content_hash: 855e2e3e4aa7853e86f2f9dbd1bad1e96363e82777b3b0a9fb980b08ac2f4799 description: '' health_score: 100.0 @@ -225362,8 +234262,8 @@ https://towardsdatascience.com/you-should-use-this-to-visualize-sql-joins-instea v2_locations: - databases.md year: N/A - addition_method: manual https://towardsdatascience.com/yq-mastering-yaml-processing-in-command-line-e1ff5ebc0823: + addition_method: manual content_hash: 0d6da0f5aadba38d823d4812168767989d93c80fe1663e28c1f82b5c77f38209 description: '' health_score: 100.0 @@ -225373,8 +234273,8 @@ https://towardsdatascience.com/yq-mastering-yaml-processing-in-command-line-e1ff v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://towardsdev.com/12-scanners-to-find-security-vulnerabilities-and-misconfigurations-in-kubernetes-332a738d076d: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -225389,8 +234289,8 @@ https://towardsdev.com/12-scanners-to-find-security-vulnerabilities-and-misconfi v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://towardsdev.com/azure-devops-project-creation-and-setup-via-terraform-3444ff985bae: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -225404,8 +234304,8 @@ https://towardsdev.com/azure-devops-project-creation-and-setup-via-terraform-344 v2_locations: - azure.md year: N/A - addition_method: manual https://towardsdev.com/kubernetes-deploying-nginx-servers-with-configmaps-shared-services-with-minikube-618aee9a8ff6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -225420,8 +234320,8 @@ https://towardsdev.com/kubernetes-deploying-nginx-servers-with-configmaps-shared v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://towardsdev.com/microservice-interview-questions-for-backend-developers-series-1-112d623a7c2a: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -225436,8 +234336,8 @@ https://towardsdev.com/microservice-interview-questions-for-backend-developers-s v2_locations: - interview-questions.md year: N/A - addition_method: manual https://towardsdev.com/performance-testing-your-kubernetes-kafka-cluster-95f6e7d8dfc5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -225451,8 +234351,8 @@ https://towardsdev.com/performance-testing-your-kubernetes-kafka-cluster-95f6e7d v2_locations: - message-queue.md year: N/A - addition_method: manual https://towardsdev.com/solution-architecture-101-are-you-ready-for-the-solution-architect-path-5a2d01aebbb: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -225467,8 +234367,8 @@ https://towardsdev.com/solution-architecture-101-are-you-ready-for-the-solution- v2_locations: - introduction.md year: N/A - addition_method: manual https://traefik.io: + addition_method: manual ai_summary: Traefik is a modern cloud-native HTTP reverse proxy and ingress controller designed to automatically discover backend services from platforms like Kubernetes, Docker, and Consul. Its auto-configuration feature and native support for Let's @@ -225495,8 +234395,8 @@ https://traefik.io: v2_locations: - web-servers.md year: '2026' - addition_method: manual https://traefik.io/blog/kubernetes-ingress-service-api-demystified: + addition_method: manual content_hash: daa97951d1ff68bfa1b651c03a41d6e065e9b1437e939eeb98270c422b213592 health_score: 100.0 last_checked: 1779130495.027343 @@ -225508,8 +234408,8 @@ https://traefik.io/blog/kubernetes-ingress-service-api-demystified: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://traefik.io/blog/pets-vs-cattle-the-future-of-kubernetes-in-2022: + addition_method: manual content_hash: aa40fe43e5c5e7bf7196265b770db338956cd8b760c026daca8e7124775dc2a2 description: '' health_score: 100.0 @@ -225526,8 +234426,8 @@ https://traefik.io/blog/pets-vs-cattle-the-future-of-kubernetes-in-2022: - introduction.md - index.md year: N/A - addition_method: manual https://traefik.io/blog/transition-from-ingress-nginx-to-traefik: + addition_method: manual content_hash: 13aef04c8d35c6172ecfcdb9d6262fc22e4075797aa1c9c330406f86f24c12bb description: '' health_score: 100.0 @@ -225547,8 +234447,8 @@ https://traefik.io/blog/transition-from-ingress-nginx-to-traefik: - kubernetes-networking.md - servicemesh.md year: N/A - addition_method: manual https://traefik.io/traefik-mesh: + addition_method: manual content_hash: 51d06c89938b756ce2f6336b5a648522e5234429cd3e678c42410a4a5e84c7d4 health_score: 100.0 last_checked: 1779130495.03281 @@ -225560,8 +234460,8 @@ https://traefik.io/traefik-mesh: - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://training.github.com/downloads/github-git-cheat-sheet.pdf: + addition_method: manual content_hash: a645979f73e24b14b3deb010a64afc0c0e25cedbeed2090d109ad5539f759ac6 health_score: 100.0 last_checked: 1779130495.030659 @@ -225572,8 +234472,8 @@ https://training.github.com/downloads/github-git-cheat-sheet.pdf: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://training.linuxfoundation.org/resources: + addition_method: manual ai_summary: The definitive technical source of cloud-native certifications (CKA, CKAD, CKS). 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helm.md year: N/A - addition_method: manual https://tratnayake.dev/oncall-adventures-prometheus-filled-disk: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -225663,8 +234563,8 @@ https://tratnayake.dev/oncall-adventures-prometheus-filled-disk: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://travelrasik.com/category/asia: + addition_method: manual health_score: 100.0 last_checked: 1779130494.944866 status: online @@ -225674,8 +234574,8 @@ https://travelrasik.com/category/asia: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://travis-ci.org: + addition_method: manual content_hash: 9fcc4b1bea231dca2dd2fe5a5836b8bacc2e5ed2eb8b0607f0422eaf4ced733f description: '' health_score: 100.0 @@ -225686,8 +234586,8 @@ https://travis-ci.org: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://travis.media/blog/pulumi-tutorial-automate-kubernetes-operations: + addition_method: manual content_hash: e61c16260827553a150bc21fa438d17a2062e33d259a9961aba1f3f7ec495c29 health_score: 100.0 last_checked: 1779130495.007211 @@ -225698,8 +234598,8 @@ https://travis.media/blog/pulumi-tutorial-automate-kubernetes-operations: - 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python.md year: N/A - addition_method: manual https://trilio.io: + addition_method: manual content_hash: 0f72b01ffc31a7ed3ad752cf3041833e8d4cbf96837eb20adfecc2158ffa957c health_score: 100.0 last_checked: 1779029735.000821 @@ -225759,8 +234659,8 @@ https://trilio.io: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://trio.dev/angular-vs-react: + addition_method: manual health_score: 100.0 last_checked: 1779130495.018526 status: online @@ -225770,8 +234670,8 @@ https://trio.dev/angular-vs-react: - docs/devel-sites.md v2_locations: - devel-sites.md - addition_method: manual https://trstringer.com/debug-python-kubernetes: + addition_method: manual content_hash: 50117f042b3a90380f74af985597b11427c1d4e97ee17a869c9bc95532c1c792 description: '' health_score: 100.0 @@ -225787,8 +234687,8 @@ https://trstringer.com/debug-python-kubernetes: v2_locations: - python.md year: N/A - addition_method: manual https://trstringer.com/deploy-to-aks-from-github-actions: + addition_method: manual content_hash: dafe855283217521f4d921b768094324f941e1f63d26d96230497d54284897ad description: '' health_score: 100.0 @@ -225804,8 +234704,8 @@ https://trstringer.com/deploy-to-aks-from-github-actions: v2_locations: - demos.md year: N/A - addition_method: manual https://trstringer.com/deploy-to-aks-from-github-actions-self-hosted: + addition_method: manual content_hash: d0ea8a3d3aa050dc70e445d1211454a7804d8499fc0633b65cff4ecf621c81c7 description: '' health_score: 100.0 @@ -225817,8 +234717,8 @@ https://trstringer.com/deploy-to-aks-from-github-actions-self-hosted: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://trstringer.com/deploy-to-aks-from-github-actions/-self-hosted: + addition_method: manual health_score: 64.0 last_checked: 1779130494.935653 review_metadata: @@ -225833,8 +234733,8 @@ https://trstringer.com/deploy-to-aks-from-github-actions/-self-hosted: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://trstringer.com/kubernetes-api-call-from-kubectl: + addition_method: manual content_hash: b838d3eb7b7559a69671fc6a1376367994bb710a085b20360e7c9b369561f3df description: '' health_score: 100.0 @@ -225850,8 +234750,8 @@ https://trstringer.com/kubernetes-api-call-from-kubectl: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://trstringer.com/kubernetes-ingress-with-contour: + addition_method: manual content_hash: 185f801fe17acf32f3ff943cd1c7a439b706a411ed5bdcd513f2ac777cdeeb14 description: '' health_score: 100.0 @@ -225867,8 +234767,8 @@ https://trstringer.com/kubernetes-ingress-with-contour: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://trstringer.com/kubernetes-node-ready: + addition_method: manual content_hash: 16302e6ccff4caaed62138c4300847b8cef1eab944fbe25dd819b89f48cdf9a6 description: '' health_score: 100.0 @@ -225884,8 +234784,8 @@ https://trstringer.com/kubernetes-node-ready: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://trstringer.com/kubernetes-validating-webhook: + addition_method: manual ai_summary: 'Curator Insight: Developer guide demonstrating how to build, deploy, and register a custom validating webhook in Go. Live Grounding: Essential practical reference for building guardrails directly on top of the Kubernetes API server @@ -225914,8 +234814,8 @@ https://trstringer.com/kubernetes-validating-webhook: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://trstringer.com/otel-part1-intro: + addition_method: manual content_hash: 522071bee9fd016ade0c7d159936da579a3fcc6685d28461a0d7cdb01b31e8b8 description: '' health_score: 100.0 @@ -225926,8 +234826,8 @@ https://trstringer.com/otel-part1-intro: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://trstringer.com/run-kubernetes-pods-on-vm-types: + addition_method: manual ai_summary: A practical guide to scheduling Kubernetes pods onto specific Azure VM types within AKS. Explains how to leverage node selectors, taints, and tolerations to isolate workloads. Perfect for separating compute-intensive microservices from @@ -225955,8 +234855,8 @@ https://trstringer.com/run-kubernetes-pods-on-vm-types: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://trstringer.com/understanding-prefernoschedule: + addition_method: manual content_hash: 9a9cb8820922f71b28bcc1808507e4369a0b5f1ae085927ceaeeff786e4c29d7 description: '' health_score: 100.0 @@ -225973,8 +234873,8 @@ https://trstringer.com/understanding-prefernoschedule: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://trunkbaseddevelopment.com: + addition_method: manual ai_summary: The canonical reference site for Trunk-Based Development (TBD). It details the architectural practice where developers merge small, frequent updates to a core branch, resisting long-lived branches. This eliminates complex merge phases @@ -226002,8 +234902,8 @@ https://trunkbaseddevelopment.com: v2_locations: - git.md year: N/A - addition_method: manual https://trunkbaseddevelopment.com/alternative-branching-models: + addition_method: manual ai_summary: A sub-section of the core trunk-based reference site that breaks down alternative branching topologies (GitHub Flow, GitLab Flow, GitFlow). It provides a deep structural comparison highlighting the strengths and bottlenecks of each @@ -226031,8 +234931,8 @@ https://trunkbaseddevelopment.com/alternative-branching-models: v2_locations: - git.md year: N/A - addition_method: manual https://try.digitalocean.com/app-platform: + addition_method: manual content_hash: b140d7978d95bcb17afdd520216d40e11770337903a5fd881273cae82ea071f6 description: '' health_score: 100.0 @@ -226048,8 +234948,8 @@ https://try.digitalocean.com/app-platform: v2_locations: - digitalocean.md year: N/A - addition_method: manual https://try.digitalocean.com/cloudplex: + addition_method: manual content_hash: e050e62a18ae2da8cc790f6bf1332e9308396f397e3441837cf8272a98f9c6eb description: '' health_score: 100.0 @@ -226065,8 +234965,8 @@ https://try.digitalocean.com/cloudplex: v2_locations: - digitalocean.md year: N/A - addition_method: manual https://try.openshift.com: + addition_method: manual content_hash: c72eb25fc0acd138bfaa947149c34f5ea74ea45a5e0f3bca8213b9f02c7b7871 description: '' health_score: 100.0 @@ -226079,8 +234979,8 @@ https://try.openshift.com: - docs/ocp4.md - docs/openshift.md year: N/A - addition_method: manual https://trycircular.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -226094,8 +234994,8 @@ https://trycircular.com: v2_locations: - recruitment.md year: N/A - addition_method: manual https://tryhackme.com/room/metasploitintro: + addition_method: manual ai_summary: An interactive, hands-on instructional sandbox focused on navigating the Metasploit penetration framework. Demonstrates the lifecycle of exploit delivery, post-exploitation patterns, and payload selection. @@ -226123,8 +235023,8 @@ https://tryhackme.com/room/metasploitintro: v2_locations: - devsecops.md year: N/A - addition_method: manual https://tryolabs.com/blog/2020/12/21/top-10-python-libraries-of-2020: + addition_method: manual content_hash: 8362bd2b60114025175f02124868fb9a8a01f8b5b0c33a54f2e8876699bb878d description: '' health_score: 100.0 @@ -226140,8 +235040,8 @@ https://tryolabs.com/blog/2020/12/21/top-10-python-libraries-of-2020: v2_locations: - python.md year: N/A - addition_method: manual https://tschatzl.github.io/2021/09/16/jdk17-g1-parallel-gc-changes.html: + addition_method: manual content_hash: 3c1b26f1114fb12415407a1a4bf9352427ed3f146c6429c85308974370b260fd description: '' health_score: 100.0 @@ -226157,8 +235057,8 @@ https://tschatzl.github.io/2021/09/16/jdk17-g1-parallel-gc-changes.html: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://ttl.sh: + addition_method: manual content_hash: e964d8a4ca96fb25d72efac799ebeb55f034a503d27b06d990ad887f2abb8e1e description: '' health_score: 100.0 @@ -226174,8 +235074,8 @@ https://ttl.sh: v2_locations: - docker.md year: N/A - addition_method: manual https://turbofuture.com/computers/introductiontodocker: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -226189,8 +235089,8 @@ https://turbofuture.com/computers/introductiontodocker: v2_locations: - docker.md year: N/A - addition_method: manual https://turing.com: + addition_method: manual ai_summary: AI-backed platform that sources, vets, matches, and manages global software developers for remote engineering positions. complexity: Intermediate @@ -226216,8 +235116,8 @@ https://turing.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://tusharsrivastava.hashnode.dev/handling-text-files-in-python-an-easy-guide-for-beginners: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -226232,8 +235132,8 @@ https://tusharsrivastava.hashnode.dev/handling-text-files-in-python-an-easy-guid v2_locations: - python.md year: N/A - addition_method: manual https://tutorialboy24.blogspot.com/2022/09/a-detailed-talk-about-k8s-cluster.html: + addition_method: manual ai_summary: Explains tactical cluster hacking methodologies and privilege escalation techniques from an offensive perspective. Curator insight analyzes vectors such as service account token theft and mounting the host socket. Live grounding emphasizes @@ -226263,8 +235163,8 @@ https://tutorialboy24.blogspot.com/2022/09/a-detailed-talk-about-k8s-cluster.htm v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://tutorials.keptn.sh: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -226278,8 +235178,8 @@ https://tutorials.keptn.sh: v2_locations: - keptn.md year: N/A - addition_method: manual https://tutorials.keptn.sh/tutorials/keptn-azure-devops/index.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -226289,8 +235189,8 @@ https://tutorials.keptn.sh/tutorials/keptn-azure-devops/index.html: v1_locations: - docs/keptn.md year: N/A - addition_method: manual https://tutorials.virtualan.io: + addition_method: manual content_hash: abe228b8229009243a8cca7e5167a56f912a52c1d848aeffcfc6e865746e53a8 description: '' health_score: 100.0 @@ -226306,8 +235206,8 @@ https://tutorials.virtualan.io: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://tutorialsdojo.com/aws-cheat-sheets: + addition_method: manual content_hash: 8eae6c85ae1ab70fcb251a91e10828ce09bb0bb5b4b8a232335c7e162524b9dd health_score: 100.0 last_checked: 1779130495.028713 @@ -226317,8 +235217,8 @@ https://tutorialsdojo.com/aws-cheat-sheets: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://tutorialsdojo.com/links-to-all-aws-cheat-sheets: + addition_method: manual content_hash: a061295990e5117df4287457a648f538b31ff1389dac04e9c2e31444a7a7dff2 description: '' health_score: 100.0 @@ -226329,8 +235229,8 @@ https://tutorialsdojo.com/links-to-all-aws-cheat-sheets: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://tutorialsdojo.com/real-time-monitoring-of-5xx-errors-using-aws-lambda-cloudwatch-logs-slack: + addition_method: manual ai_summary: A practical developer tutorial showcasing the creation of an event-driven monitoring system that parses CloudWatch Logs with AWS Lambda to publish real-time alerts to Slack. It provides code snippets, regex filter patterns, and IAM execution @@ -226360,8 +235260,8 @@ https://tutorialsdojo.com/real-time-monitoring-of-5xx-errors-using-aws-lambda-cl v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://tutorialzine.com/2016/06/learn-git-in-30-minutes: + addition_method: manual ai_summary: An accelerated 30-minute guide designed to quickly introduce Git's core operations. 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It is entirely controlled via a declarative JSON-based REST API, making it well-suited @@ -227328,8 +236228,8 @@ https://unit.nginx.org: v2_locations: - web-servers.md year: N/A - addition_method: manual https://unit42.paloaltonetworks.com/azure-container-instances: + addition_method: manual content_hash: f01d5efcfcd6b54d291c4f65f89657754d0e74b3d0a4eb5bcc8bf18be0cf7bac description: '' health_score: 100.0 @@ -227346,8 +236246,8 @@ https://unit42.paloaltonetworks.com/azure-container-instances: v2_locations: - azure.md year: N/A - addition_method: manual https://unix.stackexchange.com/questions/252744/ss-linux-socket-statistics-utility-output-format: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031510.502586 @@ -227357,8 +236257,8 @@ https://unix.stackexchange.com/questions/252744/ss-linux-socket-statistics-utili - docs/linux.md v2_locations: - linux.md - addition_method: manual https://unixarena.com/2022/04/terraform-source-credentials-from-aws-secret-manager.html: + addition_method: manual ai_summary: Practical walk-through on extracting dynamic credentials from AWS Secrets Manager using Terraform native datasources. Promotes keeping root provider keys out of backend state files and VCS. @@ -227379,8 +236279,8 @@ https://unixarena.com/2022/04/terraform-source-credentials-from-aws-secret-manag v2_locations: - devsecops.md year: '2022' - addition_method: manual https://unixarena.com/2025/04/oomkilled-in-kubernetes-the-hidden-memory-leaks-youre-missing.html: + addition_method: manual content_hash: 19dc578dfb373fd9d6e7319e12985e4ff6e61470986b541d81f6f391a948ac5e description: '' health_score: 100.0 @@ -227400,8 +236300,8 @@ https://unixarena.com/2025/04/oomkilled-in-kubernetes-the-hidden-memory-leaks-yo - kubernetes-troubleshooting.md - kubernetes.md year: N/A - addition_method: manual https://unixetc.co.uk: + addition_method: manual ai_summary: A collection of personal technical notes, Unix command tricks, and hardware configurations curated by an experienced Linux systems engineer. complexity: Intermediate @@ -227426,8 +236326,8 @@ https://unixetc.co.uk: v2_locations: - linux.md year: N/A - addition_method: manual https://unixmages.com: + addition_method: manual ai_summary: A small, retro command-line reference and technical blog focusing on classic Unix terminal tools and shell optimizations. Highly legacy-oriented. complexity: Beginner @@ -227452,8 +236352,8 @@ https://unixmages.com: v2_locations: - linux.md year: N/A - addition_method: manual https://unixmen.com: + addition_method: manual content_hash: bae6128d2c34581e98bc247a4a8e3d10fc708410baddc1abc6994eed844a5933 description: '' health_score: 100.0 @@ -227464,8 +236364,8 @@ https://unixmen.com: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://unofficial-kubernetes.readthedocs.io: + addition_method: manual content_hash: c08380bdd5699818f37030995383ecf8e122bbb34ebf6a76183751eca060de44 description: '' health_score: 100.0 @@ -227476,8 +236376,8 @@ https://unofficial-kubernetes.readthedocs.io: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://unofficial-kubernetes.readthedocs.io/en/latest: + addition_method: manual content_hash: d5ad2c29ffb5e99c53b372b66517b55e5804218398e77e2eb2d74dc301f27503 health_score: 100.0 last_checked: 1779130494.97727 @@ -227489,8 +236389,8 @@ https://unofficial-kubernetes.readthedocs.io/en/latest: v2_locations: - architectural-foundations.md - other-awesome-lists.md - addition_method: manual https://upload.wikimedia.org/wikipedia/commons/9/91/Python_Programming.pdf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -227504,8 +236404,8 @@ https://upload.wikimedia.org/wikipedia/commons/9/91/Python_Programming.pdf: v2_locations: - python.md year: N/A - addition_method: manual https://upper.co: + addition_method: manual ai_summary: Premium network connecting vetted tech professionals and remote developers with global enterprises and startups seeking elite engineering talent. complexity: Intermediate @@ -227531,8 +236431,8 @@ https://upper.co: v2_locations: - freelancing.md year: N/A - addition_method: manual https://usehooks.com: + addition_method: manual ai_summary: A premium library of self-contained, optimized React hooks facilitating stateful abstractions. Designed to simplify DOM tracking, event management, and browser interactions inside production web applications. @@ -227563,8 +236463,8 @@ https://usehooks.com: - react.md - kubernetes-tutorials.md year: N/A - addition_method: manual https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499: + addition_method: manual ai_summary: Community-driven performance and usability evaluation contrasting IntelliJ Rust and VSCode (rust-analyzer) workflows. Discusses compilation feedback, macro expansion speeds, and debugging tool integrations. @@ -227595,8 +236495,8 @@ https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499: - devel-sites.md - javascript.md year: N/A - addition_method: manual https://uw-labs.github.io/blog/kubernetes,/multicluster/2021/07/21/kube-semaphore-intro.html: + addition_method: manual content_hash: 221195b1c67bf0c33da6a92026a4d057bb8bb76a967aefd32d7265a757f77a12 description: '' health_score: 100.0 @@ -227613,8 +236513,8 @@ https://uw-labs.github.io/blog/kubernetes,/multicluster/2021/07/21/kube-semaphor v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://v1.keptn.sh/docs/quickstart: + addition_method: manual content_hash: 9736bd330c37d95393d772162534ffbd5002c0b38e83348d32542d4a0b712f28 health_score: 100.0 last_checked: 1779130494.986556 @@ -227625,15 +236525,15 @@ https://v1.keptn.sh/docs/quickstart: - docs/keptn.md v2_locations: - keptn.md - addition_method: manual https://v1.uncontained.io: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033649.991256 v1_locations: - docs/ocp3.md - addition_method: manual https://v1.uncontained.io/playbooks/continuous_delivery/external-jenkins-integration.html: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032534.515266 @@ -227643,8 +236543,8 @@ https://v1.uncontained.io/playbooks/continuous_delivery/external-jenkins-integra - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md - addition_method: manual https://v8.dev: + addition_method: manual ai_summary: Google's open-source high-performance JavaScript and WebAssembly engine. Powers Chrome and Node.js runtimes, acting as the foundation of modern high-scale cloud services. @@ -227671,8 +236571,8 @@ https://v8.dev: v2_locations: - javascript.md year: N/A - addition_method: manual https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci: + addition_method: manual ai_summary: A highly practical architectural guide detailing a 'Level 1' approach to automating Kubernetes deployments using standard GitLab CI/CD runner capabilities. By stripping away bloated frameworks, the author demonstrates how raw git workflows @@ -227703,8 +236603,8 @@ https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci: v2_locations: - git.md year: N/A - addition_method: manual https://vadosware.io/post/so-you-need-to-wait-for-some-kubernetes-resources: + addition_method: manual content_hash: 7e59b029b522322d9a9388b7ce724f933af506df91fee831564158ef53fe2226 description: '' health_score: 100.0 @@ -227720,8 +236620,8 @@ https://vadosware.io/post/so-you-need-to-wait-for-some-kubernetes-resources: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://vadosware.io/post/using-makefiles-and-envsubst-as-an-alternative-to-helm-and-ksonnet: + addition_method: manual content_hash: 893f72e506e5e6c5753b07ad3e0cebc4aed31cbecdeb84f40b55df813ed81323 description: '' health_score: 100.0 @@ -227738,8 +236638,8 @@ https://vadosware.io/post/using-makefiles-and-envsubst-as-an-alternative-to-helm v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://vaex.io: + addition_method: manual content_hash: 803a0e2d393d97efb389074917656b074c40dcf21b76af933dc1092c04d6bdc1 description: '' health_score: 100.0 @@ -227755,8 +236655,8 @@ https://vaex.io: v2_locations: - mlops.md year: N/A - addition_method: manual https://vahid.blog/post/2022-05-05-system-design-interview-cheat-sheet: + addition_method: manual ai_summary: A high-density cheatsheet detailing scalable system design paradigms. Covers load balancing, distributed caching strategies, message queues, and API gateway architectures necessary to master architectural interviews. @@ -227783,8 +236683,8 @@ https://vahid.blog/post/2022-05-05-system-design-interview-cheat-sheet: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -227798,8 +236698,8 @@ https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-1: v2_locations: - postman.md year: N/A - addition_method: manual https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -227809,8 +236709,8 @@ https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-2: v1_locations: - docs/postman.md year: N/A - addition_method: manual https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -227820,8 +236720,8 @@ https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-3: v1_locations: - docs/postman.md year: N/A - addition_method: manual https://valenciaplaza.com/iis-fe-liderara-direccion-cientifica-nodo-central-atlas-imagenes-cancer: + addition_method: manual content_hash: 44711efd6262b40886f606c4836bab5c92846da716976f2c549f8f9de6f87503 description: '' health_score: 100.0 @@ -227838,8 +236738,8 @@ https://valenciaplaza.com/iis-fe-liderara-direccion-cientifica-nodo-central-atla v2_locations: - customer.md year: N/A - addition_method: manual https://valohai.com/blog/llmops: + addition_method: manual ai_summary: An industry-focused editorial exploring the core pillars of Large Language Model Operations (LLMOps). Discusses continuous fine-tuning, automated prompt validation, model registry compliance, and operational observability at scale. @@ -227866,9 +236766,9 @@ https://valohai.com/blog/llmops: v2_locations: - ai.md year: N/A - addition_method: manual ? https://vashishtsumit89.medium.com/security-pen-testing-a-guide-to-run-owasp-zap-headless-in-containers-for-ci-cd-pipeline-ddb580dae3c8 -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034405.252348 @@ -227882,8 +236782,8 @@ https://valohai.com/blog/llmops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://vcloud-lab.com/entries/microsoft-azure/-create-azure-key-vault-certificates-on-azure-portal-and-powershell: + addition_method: manual ai_summary: Step-by-step procedural manual on generating self-signed or CA-signed certificates directly inside Azure Key Vault using both GUI and PowerShell routines. complexity: Beginner @@ -227909,9 +236809,9 @@ https://vcloud-lab.com/entries/microsoft-azure/-create-azure-key-vault-certifica v2_locations: - devsecops.md year: '2021' - addition_method: manual ? https://vcloud-lab.com/entries/microsoft-azure/create-an-azure-app-registrations-in-azure-active-directory-using-powershell-azurecli -: content_hash: d23c04a9345835b99d491c149733d961d10503a0540a9361bf9722ab22d6c0f5 +: addition_method: manual + content_hash: d23c04a9345835b99d491c149733d961d10503a0540a9361bf9722ab22d6c0f5 health_score: 100.0 last_checked: 1779029594.713409 needs_ai_refresh: true @@ -227922,8 +236822,8 @@ https://vcloud-lab.com/entries/microsoft-azure/-create-azure-key-vault-certifica - docs/azure.md v2_locations: - azure.md - addition_method: manual https://vcloud-lab.com/entries/microsoft-azure/get-started-and-configure-with-certificate-based-authentication-in-azure: + addition_method: manual content_hash: aa0965af3ce06b17b1f860b4627f97ce215559af49d1ef71a3cb0badd063e50b health_score: 100.0 last_checked: 1779030439.072119 @@ -227935,8 +236835,8 @@ https://vcloud-lab.com/entries/microsoft-azure/get-started-and-configure-with-ce - docs/azure.md v2_locations: - azure.md - addition_method: manual https://vectorized.io: + addition_method: manual content_hash: 7d125b27e487375cfc2008de4bb119d71f72934fdbd81c0e7b100e78436b8f15 description: '' health_score: 100.0 @@ -227947,8 +236847,8 @@ https://vectorized.io: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://vectorized.io/blog/open-source: + addition_method: manual content_hash: 7d125b27e487375cfc2008de4bb119d71f72934fdbd81c0e7b100e78436b8f15 description: '' health_score: 100.0 @@ -227959,8 +236859,8 @@ https://vectorized.io/blog/open-source: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://veducate.co.uk/kubernetes-pvc-terminating: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -227975,8 +236875,8 @@ https://veducate.co.uk/kubernetes-pvc-terminating: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://velocity.silverlakesoftware.com: + addition_method: manual content_hash: 0b6f0f9a627eaeab96cfded84738cbabb14a3125f5b8101b57d3a3f36a58e617 description: '' health_score: 100.0 @@ -227992,8 +236892,8 @@ https://velocity.silverlakesoftware.com: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://venkatmatta.com/wp-content/uploads/2016/03/jmeter_distributed_testing_step_by_step.pdf: + addition_method: manual ai_summary: A detailed execution manual outlining steps to orchestrate distributed JMeter server architectures. 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docs/api.md year: N/A - addition_method: manual https://visualstudio.microsoft.com/services/live-share: + addition_method: manual content_hash: 3cc825a4cb2db7f279dc835f102fb79e61e6fd0db90c20db2ef59af884762ba7 description: '' health_score: 100.0 @@ -228697,8 +237597,8 @@ https://visualstudio.microsoft.com/services/live-share: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://visualstudio.microsoft.com/services/visual-studio-codespaces: + addition_method: manual content_hash: 39c631146eca956cb401b444761a38ab79b78e66208100900e629ec6c5f9d521 description: '' health_score: 100.0 @@ -228710,8 +237610,8 @@ https://visualstudio.microsoft.com/services/visual-studio-codespaces: - docs/git.md - docs/visual-studio.md year: N/A - addition_method: manual https://visualstudiomagazine.com/articles/2020/10/07/bridge-kubernetes.aspx: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -228726,8 +237626,8 @@ https://visualstudiomagazine.com/articles/2020/10/07/bridge-kubernetes.aspx: v2_locations: - 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Discusses query batching, dirty checking, dynamic sorting, and connection pool sizing. @@ -228851,8 +237751,8 @@ https://vladmihalcea.com/14-high-performance-java-persistence-tips: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://vladmihalcea.com/9-postgresql-high-performance-performance-tips: + addition_method: manual content_hash: 1f8371b2a42210cd0ecb87fda78e4f2d6aaf3e6754edd2a2861b552697442651 description: '' health_score: 100.0 @@ -228868,8 +237768,8 @@ https://vladmihalcea.com/9-postgresql-high-performance-performance-tips: v2_locations: - databases.md year: N/A - addition_method: manual https://vladmihalcea.com/a-beginners-guide-to-cdc-change-data-capture: + addition_method: manual ai_summary: A comprehensive structural overview of Change Data Capture (CDC) design patterns. It details transaction log parsing, dual-writes mitigation, and the key architectural differences between query-based and log-based CDC solutions. @@ -228898,8 +237798,8 @@ https://vladmihalcea.com/a-beginners-guide-to-cdc-change-data-capture: v2_locations: - message-queue.md year: N/A - addition_method: manual https://vladmihalcea.com/caching-best-practices: + addition_method: manual ai_summary: Advanced guidelines on data caching layers. Focuses on cache eviction strategies, write-through sync, and invalidation consistency protocols in microservices. complexity: advanced @@ -228925,8 +237825,8 @@ https://vladmihalcea.com/caching-best-practices: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://vladmihalcea.com/database-multitenancy: + addition_method: manual content_hash: db697b20ab0f4122bdb81f37d10a27346103aada911f62a254e6f5b60fe1c9e4 description: '' health_score: 100.0 @@ -228942,8 +237842,8 @@ https://vladmihalcea.com/database-multitenancy: v2_locations: - databases.md year: N/A - addition_method: manual https://vladmihalcea.com/default-database-key-indexing: + addition_method: manual content_hash: 02ba050af7aef000bc50427a5baa1f96fed112cef2bae9c2560976c27db8edde description: '' health_score: 100.0 @@ -228959,8 +237859,8 @@ https://vladmihalcea.com/default-database-key-indexing: v2_locations: - databases.md year: N/A - addition_method: manual https://vladmihalcea.com/how-to-encrypt-and-decrypt-data-with-hibernate: + addition_method: manual content_hash: 035699ec43530fa649d0f88b40a3a3a65eeca2a46e569f4e2dfb42738fb24346 description: '' health_score: 100.0 @@ -228976,8 +237876,8 @@ https://vladmihalcea.com/how-to-encrypt-and-decrypt-data-with-hibernate: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://vladmihalcea.com/log-sql-spring-boot: + addition_method: manual content_hash: c5d5c52624637abdff719b43c3802ade720639469097856b89302200993135c0 description: '' health_score: 100.0 @@ -228993,8 +237893,8 @@ https://vladmihalcea.com/log-sql-spring-boot: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://vladmihalcea.com/mysql-json-table: + addition_method: manual content_hash: d723d1e6eaf3902fb0dec9abbf1239bd3ece99ee5cca91783831de08aa2cd14e description: '' health_score: 100.0 @@ -229011,8 +237911,8 @@ https://vladmihalcea.com/mysql-json-table: v2_locations: - databases.md year: N/A - addition_method: manual https://vladmihalcea.com/optimistic-vs-pessimistic-locking: + addition_method: manual content_hash: c406353f118801c4898aa5b288ab1d56e455153f55d622de83e537a09f5696f3 description: '' health_score: 100.0 @@ -229028,8 +237928,8 @@ https://vladmihalcea.com/optimistic-vs-pessimistic-locking: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://vladmihalcea.com/single-primary-database-replication: + addition_method: manual content_hash: 5394e8b88f57fa2f39b028e3a2a75eb3ca007245f74668dc6f547cda22957855 description: '' health_score: 100.0 @@ -229045,8 +237945,8 @@ https://vladmihalcea.com/single-primary-database-replication: v2_locations: - databases.md year: N/A - addition_method: manual https://vladmihalcea.com/spring-boot-application-properties: + addition_method: manual content_hash: 4c4d9f3ea92ae5fd6988109d0371515e3faf136d3f0254a752c9cc69562d0f59 description: '' health_score: 100.0 @@ -229062,8 +237962,8 @@ https://vladmihalcea.com/spring-boot-application-properties: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://vladmihalcea.com/sql-exists: + addition_method: manual content_hash: 71d158379a66ac6f7f6f155ba95e1a6ec95080518986c4e21fd58600cec4d144 description: '' health_score: 100.0 @@ -229079,8 +237979,8 @@ https://vladmihalcea.com/sql-exists: v2_locations: - databases.md year: N/A - addition_method: manual https://vladmihalcea.com/sql-join-using: + addition_method: manual content_hash: 64712e8a3a7fc2e1897cafab8eb77cece46edd1b1083a7c58be70a7de511b457 description: '' health_score: 100.0 @@ -229096,8 +237996,8 @@ https://vladmihalcea.com/sql-join-using: v2_locations: - databases.md year: N/A - addition_method: manual https://vladmihalcea.com/sql-left-join: + addition_method: manual content_hash: 7de7724c6d459d4bc663d8be7a1c593b64ba73aa9fd4bd68dc569bc100d8071a description: '' health_score: 100.0 @@ -229113,8 +238013,8 @@ https://vladmihalcea.com/sql-left-join: v2_locations: - databases.md year: N/A - addition_method: manual https://vladmihalcea.com/testcontainers-database-integration-testing: + addition_method: manual content_hash: 7e0f98c50a04a6071e8a57679aad8e4e8c2cb831bd538e34652ab6cff1bc0d26 description: '' health_score: 100.0 @@ -229125,8 +238025,8 @@ https://vladmihalcea.com/testcontainers-database-integration-testing: v1_locations: - docs/qa.md year: N/A - addition_method: manual https://vladmihalcea.com/tunnel-localhost-public-internet: + addition_method: manual ai_summary: A practical walkthrough on exposing local servers to the public internet using tools like ngrok. Facilitates rapid debugging of external webhooks and third-party APIs during local microservices development. @@ -229154,8 +238054,8 @@ https://vladmihalcea.com/tunnel-localhost-public-internet: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://vmblog.com/archive/2021/10/07/the-rise-of-modern-day-kubernetes-operations.aspx: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -229170,8 +238070,8 @@ https://vmblog.com/archive/2021/10/07/the-rise-of-modern-day-kubernetes-operatio - index.md - kubernetes.md year: N/A - addition_method: manual https://vscode.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -229187,8 +238087,8 @@ https://vscode.dev: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://vscode.github.com: + addition_method: manual content_hash: ddbf486587e0d00b05283b49f95299eca6462c39089896693d7c380fd1d4a6db description: '' health_score: 100.0 @@ -229204,8 +238104,8 @@ https://vscode.github.com: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://vshn.ch/en/blog/a-very-quick-comparison-of-kubernetes-serverless-frameworks: + addition_method: manual content_hash: e86bf5c49bb5d428ebc616efa414aded48bcb489b9a6c5bae094c8698d23fe4f description: '' health_score: 100.0 @@ -229216,8 +238116,8 @@ https://vshn.ch/en/blog/a-very-quick-comparison-of-kubernetes-serverless-framewo v1_locations: - docs/serverless.md year: N/A - addition_method: manual https://vzilla.co.uk/vzilla-blog/gitops-getting-started-with-argocd: + addition_method: manual content_hash: 7478b6c86e4244744da9c62c0c93e5499f2fbed19ca0249b1be61627e84a5b09 description: '' health_score: 100.0 @@ -229233,8 +238133,8 @@ https://vzilla.co.uk/vzilla-blog/gitops-getting-started-with-argocd: v2_locations: - demos.md year: N/A - addition_method: manual https://walkintocloud.com/index.php/2016/06/04/amazon-aws-certification-preparation-tips: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033162.344221 @@ -229244,8 +238144,8 @@ https://walkintocloud.com/index.php/2016/06/04/amazon-aws-certification-preparat - docs/aws-training.md v2_locations: - aws-training.md - addition_method: manual https://waltercode.medium.com/understanding-kubernetes-a68bca45c9ce: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -229259,8 +238159,8 @@ https://waltercode.medium.com/understanding-kubernetes-a68bca45c9ce: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://wanago.io/2021/12/06/views-postgresql-typeorm: + addition_method: manual content_hash: 85008325a6eedab09cef1bf869ed14ec71a68d74676349903631914de251c563 description: '' health_score: 100.0 @@ -229276,8 +238176,8 @@ https://wanago.io/2021/12/06/views-postgresql-typeorm: v2_locations: - databases.md year: N/A - addition_method: manual https://waswani.medium.com/autoscaling-pods-in-kubernetes-37d05000c41: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -229291,8 +238191,8 @@ https://waswani.medium.com/autoscaling-pods-in-kubernetes-37d05000c41: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://waswani.medium.com/microservices-data-sharing-using-database-an-antipattern-35e0196ee2ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -229307,8 +238207,8 @@ https://waswani.medium.com/microservices-data-sharing-using-database-an-antipatt v2_locations: - introduction.md year: N/A - addition_method: manual https://wbhegedus.me/running-podman-on-wsl2: + addition_method: manual content_hash: 20be33fcd98d6d30c49ff6e918efa79588bf7ff60acf1632407d380362f08024 description: '' health_score: 100.0 @@ -229324,8 +238224,8 @@ https://wbhegedus.me/running-podman-on-wsl2: v2_locations: - container-managers.md year: N/A - addition_method: manual https://wbhegedus.me/understanding-kubernetes-cpu-limits: + addition_method: manual content_hash: c08b55decec21349175edb325ad0556a98ee0eae6798c4f512b74d03ab94abd0 description: '' health_score: 100.0 @@ -229341,8 +238241,8 @@ https://wbhegedus.me/understanding-kubernetes-cpu-limits: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://wblinks.com/notes/aws-tips-i-wish-id-known-before-i-started: + addition_method: manual ai_summary: An insightful set of early cloud recommendations outlining common security, IAM, and networking pitfalls to avoid when starting on AWS. 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It shows how compiled C execution paths can bypass AWS + file system and network blocks via Python User Defined Functions (UDFs). + + * **Live Grounding**: While a historic exploit, this analysis remains highly relevant + for security engineers and cloud architects auditing managed runtime security + controls and stored procedure execution.' + category: aws-data + complexity: Advanced + content_hash: 1f9d2da75517814e24c9a83b49e5fd734c8b11b58ba9ac270cfc27ae7e223816 + description: A masterclass deep dive detailing how to execute raw x64 shellcode + in Redshift by utilizing untrusted PL/Python database extensions and locally compiled + binaries. + hierarchy: + - Cloud Databases + - AWS Redshift + - Security Research + - Binary Injection + - Sandbox Evasion + is_microservice: false + language: en + last_checked: 1780352730.20753 + reputation_status: Vetted + reputation_summary: Pioneering technical article highly discussed on Hacker News + and Reddit Database forums. Celebrated for its creative execution of arbitrary + assembly inside managed sandboxes. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: database-internals + tags: + - LEGACY + - GUIDE + title: Injecting a Chess Engine into Amazon Redshift + year: '2017' https://web.dev/explore/react: + addition_method: manual content_hash: 1b81c1f2fe58e6f3b2d5486ed71cb1f5344ac106c3c8614d27a697b5bd097b83 description: '' health_score: 100.0 @@ -229414,8 +238353,8 @@ https://web.dev/explore/react: v2_locations: - react.md year: N/A - addition_method: manual https://webhookrelay.com/blog/2017/11/23/github-jenkins-guide: + addition_method: manual content_hash: e4c42dfebe21d470acf4645a47182ecbaf6ad38386db4617ba8df4e53c2b0cd1 description: '' health_score: 100.0 @@ -229426,8 +238365,8 @@ https://webhookrelay.com/blog/2017/11/23/github-jenkins-guide: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://webhookrelay.com/blog/github-jenkins-guide: + addition_method: manual content_hash: b661f4794b0f19e95c7ab22fd64d8ebbbc7cd1416f884396db884705495ac8a2 health_score: 100.0 last_checked: 1779130494.943045 @@ -229438,8 +238377,8 @@ https://webhookrelay.com/blog/github-jenkins-guide: - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://webhooks.app: + addition_method: manual content_hash: 47d2a515ef2f05b87d688656286a61e4f743da4b878684c7654969db17711c40 description: '' health_score: 100.0 @@ -229455,8 +238394,8 @@ https://webhooks.app: v2_locations: - demos.md year: N/A - addition_method: manual https://webpagetest.org: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -229470,8 +238409,8 @@ https://webpagetest.org: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://website.vcluster.com/blog/a-complete-guide-to-kubernetes-cost-optimization: + addition_method: manual content_hash: 82364289ac1747bf3b43161513a8771d3266612b003ba31ab43981934d5f5240 health_score: 100.0 last_checked: 1779130494.951017 @@ -229483,8 +238422,8 @@ https://website.vcluster.com/blog/a-complete-guide-to-kubernetes-cost-optimizati - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://website.vcluster.com/blog/kubernetes-development-environments-a-comparison: + addition_method: manual ai_summary: Contrasts local single-node tools (like Minikube and kind) with cloud-connected remote namespaces and virtual clusters. 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Live Grounding confirms that the 2026 conference spans 29 tracks and + showcases advancements in agent orchestration, Model Context Protocol (MCP) tooling, + and cost-efficient LLM evaluations. It provides essential architectural networking + and product showcases for engineers designing autonomous systems.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: e03dc21400722c30355c02048062c46f98607807108b3c21f1c8832c2e08ff09 + description: The largest technical AI conference featuring tracks on agentic systems, + Model Context Protocol, and enterprise scaling. + hierarchy: + - Artificial Intelligence + - Developer Conferences + - Agentic Systems + is_microservice: false + language: en + last_checked: 1780352424.113367 + reputation_status: Vetted + reputation_summary: Premier industry technical conference on modern AI engineering. + resource_type: event + social_preview_url: https://ai.engineer/og-image-worldsfair-2026.png + source_provenance: X.com (swyx) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + title: AI Engineer World's Fair 2026 + year: '2026' https://www.aihr.com/blog/chatgpt-prompts-for-hr: + addition_method: manual ai_summary: A curated handbook of prompt engineering patterns tailored for HR leaders. Accelerates documentation, drafting performance benchmarks, and designing internal team-alignment frameworks. @@ -230447,8 +239418,8 @@ https://www.aihr.com/blog/chatgpt-prompts-for-hr: v2_locations: - chatgpt.md year: N/A - addition_method: manual https://www.airplane.dev/blog/kubernetes-ephemeral-storage: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -230462,8 +239433,8 @@ https://www.airplane.dev/blog/kubernetes-ephemeral-storage: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.ais.com/leaping-into-devsecops-from-devops: + addition_method: manual ai_summary: 'Offers structural steps to migrate existing DevOps operations toward a DevSecOps operational state. Contrast: Curator Insight notes basic pipeline modifications, whereas Live Grounding shows that identity security and secrets @@ -230492,8 +239463,8 @@ https://www.ais.com/leaping-into-devsecops-from-devops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.alexdebrie.com/posts/api-gateway-elements: + addition_method: manual content_hash: ea347706203aa3d6b8812135011da91bde95a940f3a4aee1d7d495c184eecae1 description: '' health_score: 100.0 @@ -230509,8 +239480,8 @@ https://www.alexdebrie.com/posts/api-gateway-elements: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://www.alibabacloud.com: + addition_method: manual content_hash: f89afa8b390d4f7d2d0ee09d60a9ff6f482c1f82dcdd2666ed4a39e9923ef7ee description: '' health_score: 100.0 @@ -230519,8 +239490,8 @@ https://www.alibabacloud.com: title: Alibaba v1_locations: [] year: N/A - addition_method: manual https://www.alibabacloud.com/blog/getting-started-with-kubernetes-%7C-deep-dive-into-kubernetes-core-concepts_595896: + addition_method: manual content_hash: 0d3f0f6a1fb6c3579fc7e072f53940c9cfd552001a990faebe9184a8f25015c6 description: '' health_score: 100.0 @@ -230537,8 +239508,8 @@ https://www.alibabacloud.com/blog/getting-started-with-kubernetes-%7C-deep-dive- v2_locations: - introduction.md year: N/A - addition_method: manual https://www.alibabacloud.com/blog/how-to-create-an-effective-technical-architectural-diagram_596100: + addition_method: manual content_hash: 2809e91ba36712208a6171d6a1f4e6e3a27c57a10b0a7a9bd24684f84c5ebb8c description: '' health_score: 100.0 @@ -230554,30 +239525,30 @@ https://www.alibabacloud.com/blog/how-to-create-an-effective-technical-architect v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://www.alibabacloud.com/en/product/kubernetes?_p_lc=1: + addition_method: manual content_hash: 1f547330d3e1a34d1e114a507495619c86ca091b3e4c6f9981fecf66f53319ac health_score: 100.0 last_checked: 1779130494.957931 needs_ai_refresh: true v1_locations: - docs/matrix-table.md - addition_method: manual https://www.alibabacloud.com/en?_p_lc=5: + addition_method: manual content_hash: 02d4f87af85f4587225301bf7dd5afec28bc0b0662ce655e839f8e7e1e54292d health_score: 100.0 last_checked: 1779130495.010221 needs_ai_refresh: true v1_locations: [] - addition_method: manual https://www.alibabacloud.com/product/kubernetes: + addition_method: manual content_hash: 312df59bbc7684b6c1273ab3fecdb3b869a3dc0b49303fa300f47af4300e822b health_score: 100.0 last_checked: 1779034462.870298 v1_locations: - docs/matrix-table.md - addition_method: manual https://www.allthingsdistributed.com/2015/11/aws-announces-uk-region.html: + addition_method: manual content_hash: 5b3c51a98cef28d144d9b93d66ee81d4a8fa0d69712c65181338485453548308 health_score: 100.0 last_checked: 1779033400.374584 @@ -230589,8 +239560,8 @@ https://www.allthingsdistributed.com/2015/11/aws-announces-uk-region.html: - docs/aws-newfeatures.md v2_locations: - aws-newfeatures.md - addition_method: manual https://www.allthingsdistributed.com/2019/03/redefining-application-communications-with-aws-app-mesh.html: + addition_method: manual ai_summary: This foundational article by AWS CTO Werner Vogels outlines the initial design philosophy of AWS App Mesh. 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Note: The link has expired, reflecting the rapid evolution and deprecation of early multi-cloud orchestration scripts.' @@ -230679,8 +239650,8 @@ https://www.altoros.com/blog/404-page-doesnt-exist: v2_locations: - kubernetes-on-premise.md year: '2018' - addition_method: manual https://www.altoros.com/blog/kubernetes-networking-writing-your-own-simple-cni-plug-in-with-bash: + addition_method: manual content_hash: 0f455e8b00e0d7441b11b74c58d58a972cf9594ec44809373bc9b4f49b9bb941 description: '' health_score: 100.0 @@ -230697,8 +239668,8 @@ https://www.altoros.com/blog/kubernetes-networking-writing-your-own-simple-cni-p v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.altoros.com/blog/streamlining-the-creation-of-docker-images-with-cloud-native-buildpacks: + addition_method: manual content_hash: 8fc270391c29fe8b1cc592c41a6343df88be02b5a025d718ac856e018b7858a8 description: '' health_score: 100.0 @@ -230715,9 +239686,9 @@ https://www.altoros.com/blog/streamlining-the-creation-of-docker-images-with-clo v2_locations: - docker.md year: N/A - addition_method: manual ? https://www.altoros.com/research-papers/a-comparative-analysis-of-kubernetes-deployment-tools-kubespray-kops-and-conjure-up-2 -: content_hash: 6c08caf41556a24289b4586270c806972117d609d725c501620a827b74f20444 +: addition_method: manual + content_hash: 6c08caf41556a24289b4586270c806972117d609d725c501620a827b74f20444 description: '' health_score: 100.0 last_checked: 1779030324.54683 @@ -230728,8 +239699,8 @@ https://www.altoros.com/blog/streamlining-the-creation-of-docker-images-with-clo v1_locations: - docs/kubernetes-on-premise.md year: N/A - addition_method: manual https://www.amazee.io/blog/post/master-the-fundamentals-of-k8s: + addition_method: manual content_hash: 90ca084916008d8c721b837aa935fe9a333e338ce800cfb491936f845df36ded description: '' health_score: 100.0 @@ -230746,8 +239717,8 @@ https://www.amazee.io/blog/post/master-the-fundamentals-of-k8s: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://www.amazon.com/b/?node=14297978011: + addition_method: manual content_hash: 87ba67a61ee65ef688bb8636eb57c5f2736fcd610b0bf98472edd4bea096f43c description: '' health_score: 100.0 @@ -230763,8 +239734,8 @@ https://www.amazon.com/b/?node=14297978011: v2_locations: - aws.md year: N/A - addition_method: manual https://www.amazon.com/gp/product/1492056707: + addition_method: manual content_hash: 83efecb31b4e10b6d7d48110e3a9bc4a29a1246a569442c786cef3185425bf60 description: '' health_score: 100.0 @@ -230780,8 +239751,8 @@ https://www.amazon.com/gp/product/1492056707: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.amazon.com/gp/product/B0976SB2YG: + addition_method: manual content_hash: 83efecb31b4e10b6d7d48110e3a9bc4a29a1246a569442c786cef3185425bf60 description: '' health_score: 100.0 @@ -230794,8 +239765,8 @@ https://www.amazon.com/gp/product/B0976SB2YG: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.amazon.science/base-tts-samples: + addition_method: manual ai_summary: Audio samples demonstrating BASE TTS (Big Adaptive Streamable Dialogue Text-to-Speech), a 1-billion parameter emergent-ability model. 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golang.md year: N/A - addition_method: manual https://www.ampelofilosofies.gr/software/2017/03/04/monitor-ci-nodes-with-jenkins: + addition_method: manual content_hash: 0840fc316cf5d4266f323efe6bc3d85f0af6ed496ba16d786a8e575fbd75591e health_score: 100.0 last_checked: 1779029189.810627 needs_ai_refresh: true v1_locations: - docs/jenkins.md - addition_method: manual https://www.anaconda.com/blog/why-data-scientists-should-be-excited-about-python-in-excel: + addition_method: manual content_hash: 6e2543827b79b10338045b171bcf1e36aebfc99aa5e31716d09caf61122a6a2b description: '' health_score: 100.0 @@ -230885,8 +239856,8 @@ https://www.anaconda.com/blog/why-data-scientists-should-be-excited-about-python v2_locations: - python.md year: N/A - addition_method: manual https://www.analyticsinsight.net/top-10-programming-languages-to-learn-for-better-job-opportunities-in-2022: + addition_method: manual content_hash: 4c25c6f470cc867fd2274e12db5fb896dc726a98edbd5d1d13aa5e4e83dad6b1 description: '' health_score: 100.0 @@ -230903,8 +239874,8 @@ https://www.analyticsinsight.net/top-10-programming-languages-to-learn-for-bette v2_locations: - 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docs/devsecops.md year: N/A - addition_method: manual https://www.ansible.com/blog/top-10-ansible-blogs-2022: + addition_method: manual content_hash: 864951a91d60d6e656c9eb2e5957b61b9c504e972908b699c41c538bf0f9dba2 description: '' health_score: 100.0 @@ -231226,8 +240197,8 @@ https://www.ansible.com/blog/top-10-ansible-blogs-2022: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.ansible.com/blog/topic/ansible-tower: + addition_method: manual content_hash: bfdeeea18b5959df792123266a72a6a416c8dab8ae496330bbc072eef7a7668a description: '' health_score: 100.0 @@ -231238,8 +240209,8 @@ https://www.ansible.com/blog/topic/ansible-tower: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.ansible.com/blog/whats-new-in-ansible-automation-platform-2-automation-content-navigator: + addition_method: manual content_hash: e2623a65e1271caab9c28d303fc7904f66dc23ca9d0ca794f7c0414d3a83dc7d description: '' health_score: 100.0 @@ -231250,8 +240221,8 @@ https://www.ansible.com/blog/whats-new-in-ansible-automation-platform-2-automati v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.ansible.com/blog/whats-new-in-ansible-automation-platform-2-automation-controller: + addition_method: manual content_hash: 47c6ab928fa9f435085542c9f279cc095cd0fcce85426c27beb9e304e3e01661 description: '' health_score: 100.0 @@ -231262,8 +240233,8 @@ https://www.ansible.com/blog/whats-new-in-ansible-automation-platform-2-automati v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.ansible.com/hubfs/AnsibleFest%20ATL%20Slide%20Decks/Practical%20Ansible%20Testing%20with%20Molecule.pdf: + addition_method: manual content_hash: 78fbb0d63a1dd0773cdbd721d0167a1d9032041a5a0e8ae9f91e8cbd310d2a16 description: '' health_score: 100.0 @@ -231273,8 +240244,8 @@ https://www.ansible.com/hubfs/AnsibleFest%20ATL%20Slide%20Decks/Practical%20Ansi v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.ansible.com/products/automation-services-catalog: + addition_method: manual content_hash: 1f2be9e4a54c3c09d38c4f816e569c9d6d61d91946b8438789034eb7be2bb3d4 description: '' health_score: 100.0 @@ -231286,8 +240257,8 @@ https://www.ansible.com/products/automation-services-catalog: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.ansible.com/products/tower: + addition_method: manual content_hash: 9e73a98b1014a3ec7e48c6359aca12e8d43d5a533596ee8e1eae3bcabe67b3b3 description: '' health_score: 100.0 @@ -231298,8 +240269,8 @@ https://www.ansible.com/products/tower: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.ansible.com/resources/whitepapers/ansible-in-depth: + addition_method: manual content_hash: 440d1522e09abda13d45d5d1fe8d4299c86215e0c2daf0bb0c8a4e587fdb69f5 description: '' health_score: 100.0 @@ -231310,8 +240281,8 @@ https://www.ansible.com/resources/whitepapers/ansible-in-depth: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.ansiblefordevops.com: + addition_method: manual content_hash: c28e72924f3638f5bc69ceb48b90f9af88355a13dbed993bb5b44d43b114d038 description: '' health_score: 100.0 @@ -231327,8 +240298,8 @@ https://www.ansiblefordevops.com: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.ansibleforkubernetes.com: + addition_method: manual content_hash: ba5ac4447fb77c02fb81a545167fe30c7cfe87f41b909a114ed948ad4610f4a9 description: '' health_score: 100.0 @@ -231346,8 +240317,125 @@ https://www.ansibleforkubernetes.com: - kubectl-commands.md - ansible.md year: N/A - addition_method: manual +https://www.anthropic.com/engineering/how-we-contain-claude: + addition_method: automatic + ai_summary: 'A highly transparent, authoritative engineering analysis by Anthropic + detailing the multi-tiered sandboxing techniques used to secure Claude. + + - **Architectural Value**: Addresses the security blast radius of autonomous AI + agents interacting with environments. + + - **Key Features**: Contrasts the use of gVisor for claude.ai, Seatbelt/Bubblewrap + for Claude Code, and full hypervisor virtual machines for Cowork. + + - **Technical Significance**: Breaks down historical security breaches (e.g., + domain-based egress bypasses and config parsing injection), establishing best + practices for implementing robust agent egress filters and least-privilege mounts.' + category: ai-agents-mcp + complexity: advanced + content_hash: f9b1830b5fcde2d73a52801c4316f641493d4a51b76af3ba6b3e4d7daaa65a50 + description: An engineering deep-dive into sandboxing, gVisor containers, and security + boundaries at Anthropic. + hierarchy: + - AI Security + - Agent Sandboxing + - Container Security + - Anthropic Containment Strategy + is_microservice: false + language: en + last_checked: 1780352544.370655 + reputation_status: Vetted + reputation_summary: Widely praised on Reddit and Hacker News as one of the most + transparent, high-depth security analyses of AI agent containment and sandboxing + architecture. + resource_type: article + social_preview_url: https://cdn.sanity.io/images/4zrzovbb/website/82d2262129af025d98a46411fbd42ee970a95cb4-2400x1260.heif + source_provenance: X.com (AnthropicAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: How We Contain Claude Across Products + year: '2026' +https://www.anthropic.com/news/anthropic-acquires-stainless: + addition_method: automatic + ai_summary: 'Curator Insight: This acquisition secures a crucial developer-facing + SDK and protocol generation layer that rival models previously leveraged. + + + Live Grounding: Official announcements verify that Stainless converts API specifications + into production-ready SDKs across TypeScript, Python, Go, and Java, while natively + facilitating token-efficient Model Context Protocol (MCP) server generation, directly + scaling Claude''s agentic integrations.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: abb25de57e6b3068744c0e9f0108f10b3c5cc6db1a91c0e425a9ab655fff3ae3 + description: Anthropic's strategic acquisition of Stainless, a developer tools startup + specializing in automated, production-ready SDK and Model Context Protocol (MCP) + server generation, aiming to enhance developer integration and agent connectivity + for Claude. + hierarchy: + - AI + - Developer Tools + - SDK Generation + - Model Context Protocol + is_microservice: false + language: en + last_checked: 1780352158.263314 + reputation_status: Vetted + reputation_summary: Highly praised developer tool ecosystem; strategic acquisition + by Anthropic validated by top-tier community engagement. + resource_type: news + social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Node%20Shapes&backgroundColor=coral + source_provenance: X.com (AnthropicAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + title: Anthropic Acquires Stainless to Accelerate SDK and MCP Tooling + year: '2026' +https://www.anthropic.com/news/chris-olah-pope-leo-encyclical: + addition_method: automatic + ai_summary: This address by Anthropic co-founder Chris Olah outlines the structural + incentives, competitive pressures, and ethical imperatives facing frontier AI + labs in the wake of Pope Leo XIV's encyclical, 'Magnifica humanitas.' It argues + that commercial, geopolitical, and personal ambitions often conflict with safety + mandates, requiring independent, values-driven external oversight. Olah advocates + for sustained, multi-faith and multi-disciplinary ethical dialogue to constrain + and guide model alignment toward human flourishing. + category: ai-agents-mcp + complexity: intermediate + content_hash: 19ca05ba34231874a8ebc3bc6df7d2eb4efcebab918633e45ef7eded5f6253b5 + description: Full remarks of Anthropic co-founder Chris Olah at the Vatican City + presentation of Pope Leo XIV's AI encyclical, addressing the commercial, geopolitical, + and ethical incentives of frontier AI labs. + hierarchy: + - AI and Agents + - AI Safety + - AI Ethics and Alignment + is_microservice: false + language: en + last_checked: 1780352561.468464 + reputation_status: Vetted + reputation_summary: Official address by Anthropic co-founder Chris Olah regarding + AI ethics and papal encyclical Magnifica Humanitas. + resource_type: article + social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Hand%20Quill&backgroundColor=heather + source_provenance: X.com (AnthropicAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + title: Anthropic co-founder Chris Olah's remarks on Pope Leo XIV's encyclical "Magnifica + humanitas" + year: '2026' https://www.anthropic.com/news/model-context-protocol: + addition_method: manual ai_summary: 'Curator Insight: The official announcement introducing Anthropic''s Model Context Protocol (MCP). @@ -231377,8 +240465,121 @@ https://www.anthropic.com/news/model-context-protocol: v2_locations: - ai-agents-mcp.md year: N/A - addition_method: manual +https://www.anthropic.com/news/series-h: + addition_method: automatic + ai_summary: 'Curator Insight: A monumental capital event that officially positions + Anthropic as the highest-valued private AI laboratory in the world, shifting the + market landscape past OpenAI. Live Grounding (MCP): Market analysis highlights + that this $65 billion injection directly fuels massive infrastructure expansions + (including 5GW contracts with Amazon and Google Cloud) and supports the deep enterprise + adoption of Claude Code and long-running agent workflows.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 8597fd0a1712740dc882882bea9dc7ff58ed27e9a03c44627f329206d3c1749e + description: Anthropic closes a historic $65 billion Series H funding round on the + back of crossing a self-reported $47 billion annualized revenue run-rate. + hierarchy: + - AI and Machine Learning + - Industry News + - Corporate Milestones + is_microservice: false + language: English + last_checked: 1780352705.314657 + reputation_status: Vetted + reputation_summary: A massive, widely vetted market event covered by major tech + and finance journals, establishing Anthropic's unprecedented commercial and technical + growth. + resource_type: article + social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Object%20Growth&backgroundColor=coral + source_provenance: X.com (AnthropicAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - CASE STUDY + title: Anthropic raises $65B in Series H funding at $965B post-money valuation + year: '2026' +https://www.anthropic.com/news/widening-conversation-ai: + addition_method: automatic + ai_summary: '**Curator Insight:** Anthropic outlines the crucial intersection of + technical model alignment, structural safety feedback loops, and humanistic value + systems. + + **Live Grounding:** This official news brief chronicles Anthropic’s structured + dialogues with philosophers, clergy, and ethicists to design robust constitutional + parameters for frontier systems. + + * **Architectural Value:** Demonstrates how non-technical ethical constraints + are systematically translated into model training guidelines and reward structures. + + * **Technical Takeaways:** Focuses on character formation mechanisms, reducing + bias drift, and defining the systemic boundaries of autonomous model behavior.' + category: ai-agents-mcp + complexity: intermediate + content_hash: 6059c274c1d5597510ae25587a007167549872986a3c6464ef2396b44b6a1422 + description: Anthropic details its ongoing dialogues with scholars, philosophers, + clergy, and ethicists exploring how of model values and 'good' character form + in AI assistants. + hierarchy: + - Artificial Intelligence + - AI Safety + - AI Ethics and Governance + is_microservice: false + language: en + last_checked: 1780352272.994106 + reputation_status: Vetted + reputation_summary: Highly vetted. Official Anthropic communications focusing on + policy and AI alignment, widely praised in the safety community. + resource_type: article + social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Object%20Chat&backgroundColor=sky + source_provenance: X.com (AnthropicAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + title: Widening the conversation on frontier AI + year: '2026' +https://www.anthropic.com/research/glasswing-initial-update: + addition_method: automatic + ai_summary: 'Curator Insight: Anthropic''s Project Glasswing provides the first + massive empirical demonstration of AI-driven defensive security pipelines, uncovering + over 10,000 high- or critical-severity issues in critical systems. + + + Live Grounding: By deploying the unreleased Claude Mythos Preview model with commercial + partners, the project highlights that the ultimate bottleneck in software security + has shifted from vulnerability identification to the speed of validation, disclosure, + and patching.' + category: devsecops + complexity: Advanced + content_hash: bc149ddf48eb86e5ce09c06595272e7392a66e6af8e646327b774d582c48fc74 + description: Anthropic's first empirical progress report on Project Glasswing, an + alliance using Claude Mythos Preview to discover and secure critical global software + vulnerabilities. + hierarchy: + - Artificial Intelligence + - AI Security + - Vulnerability Discovery + is_microservice: false + language: English + last_checked: 1780352404.147713 + reputation_status: Vetted + reputation_summary: Highly cited, groundbreaking industry research publication with + wide coverage across cybersecurity and engineering sectors. + resource_type: Research + social_preview_url: https://cdn.sanity.io/images/4zrzovbb/website/8831fc381f1087ce855b4fbb4f080b2685ea38ec-1200x630.jpg + source_provenance: X.com (AnthropicAI) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - CASE STUDY + title: 'Project Glasswing: An initial update - Anthropic' + year: '2026' https://www.apidays.co/api-landscape: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -231392,8 +240593,8 @@ https://www.apidays.co/api-landscape: v2_locations: - developerportals.md year: N/A - addition_method: manual https://www.apmdigest.com/aiops-itops-1: + addition_method: manual ai_summary: Fundamental analysis detailing how Artificial Intelligence for IT Operations (AIOps) shifts operational models. Analyzes historical incident noise suppression, automated signal isolation, and proactive threat forecasting systems. @@ -231419,8 +240620,8 @@ https://www.apmdigest.com/aiops-itops-1: v2_locations: - ai.md year: N/A - addition_method: manual https://www.apmdigest.com/aiops-itops-2: + addition_method: manual content_hash: 5968efa8cf63df77418ef9a77ac40adf18faa2a32d88bf1b6f76bb241053c003 description: '' health_score: 100.0 @@ -231430,8 +240631,8 @@ https://www.apmdigest.com/aiops-itops-2: v1_locations: - docs/ai.md year: N/A - addition_method: manual https://www.apmdigest.com/aiops-itops-3: + addition_method: manual content_hash: 69b1d4bac50f785742b7cf12e54167eb4eb1d76bbcd159563b6a43d402e0f6e3 description: '' health_score: 100.0 @@ -231441,8 +240642,8 @@ https://www.apmdigest.com/aiops-itops-3: v1_locations: - docs/ai.md year: N/A - addition_method: manual https://www.apmdigest.com/aiops-itops-4: + addition_method: manual content_hash: 75d3f665cc4d79e3cf7592866875dff2c719f6d573a10c047eeba8d1ddc85ac6 description: '' health_score: 100.0 @@ -231452,8 +240653,8 @@ https://www.apmdigest.com/aiops-itops-4: v1_locations: - docs/ai.md year: N/A - addition_method: manual https://www.apmdigest.com/aiops-itops-5: + addition_method: manual content_hash: 2458430dc66dff33c41431a3d5dda1e375f2678bfdccea4c0e529d0ae58ef66c description: '' health_score: 100.0 @@ -231463,8 +240664,8 @@ https://www.apmdigest.com/aiops-itops-5: v1_locations: - docs/ai.md year: N/A - addition_method: manual https://www.appdynamics.com: + addition_method: manual content_hash: 95f45d9574d10ed0de3cf783974c9cd1638a31a47c9b8bf1ffe6a83a336174e2 description: '' health_score: 100.0 @@ -231475,8 +240676,8 @@ https://www.appdynamics.com: - docs/devops.md - docs/monitoring.md year: N/A - addition_method: manual https://www.appmeshworkshop.com: + addition_method: manual content_hash: 5c6fe1628e23f10a5894ba446b7c24b609e989128732428b59218c1c5e2d121d description: '' health_score: 100.0 @@ -231487,8 +240688,8 @@ https://www.appmeshworkshop.com: v1_locations: - docs/aws-miscellaneous.md year: N/A - addition_method: manual https://www.appsecengineer.com/courses-collection/kubernetes-policy-management-with-kyverno: + addition_method: manual content_hash: 6d241638d22ef924b7f6cc98b7cde00fa08e01de8364401d0d007ce86021f7a4 health_score: 100.0 last_checked: 1779130495.023999 @@ -231500,8 +240701,8 @@ https://www.appsecengineer.com/courses-collection/kubernetes-policy-management-w - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://www.aquasec.com/cloud-native-academy/kubernetes-in-production/kubernetes-federation: + addition_method: manual content_hash: 5aa8f8bcc8220373bb3860a68ac96916b24a68efd4974ecb0242f6b83b63a564 description: '' health_score: 100.0 @@ -231516,8 +240717,8 @@ https://www.aquasec.com/cloud-native-academy/kubernetes-in-production/kubernetes v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.aquasec.com/wiki/display/containers/70+Best+Kubernetes+Tutorials: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -231531,8 +240732,8 @@ https://www.aquasec.com/wiki/display/containers/70+Best+Kubernetes+Tutorials: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://www.architect.io/blog/2021-02-17/terraform-kubernetes-tutorial: + addition_method: manual content_hash: a9c1491f0c2da701351d60893223aad0969831990a91a9c0f9b7b5de8d8dea19 description: '' health_score: 100.0 @@ -231543,8 +240744,8 @@ https://www.architect.io/blog/2021-02-17/terraform-kubernetes-tutorial: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://www.ardanlabs.com/blog/2024/02/kubernetes-cpu-limits-go.html: + addition_method: manual content_hash: 87ee984f2179220fec5a72131274a747719972bcf289794ff150b2c66d1c2e94 description: '' health_score: 100.0 @@ -231560,8 +240761,8 @@ https://www.ardanlabs.com/blog/2024/02/kubernetes-cpu-limits-go.html: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.argonaut.dev/blog/optimal-k8s-worker-node-size: + addition_method: manual content_hash: df82f952ff939cf57534e8286ee06e8180656f3b7fd0f0a68968b41aab3a6ae9 description: '' health_score: 100.0 @@ -231572,8 +240773,8 @@ https://www.argonaut.dev/blog/optimal-k8s-worker-node-size: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.armory.io/blog/build-a-deployment-pipeline-with-spinnaker-on-kubernetes: + addition_method: manual content_hash: 62e1efcd660811a297e8aa1e45145dd8b8ad5ba20f7ae0dab6d61c55308c9421 description: '' health_score: 100.0 @@ -231585,8 +240786,8 @@ https://www.armory.io/blog/build-a-deployment-pipeline-with-spinnaker-on-kuberne - docs/demos.md - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://www.armory.io/blog/git-pull-support-in-spinnaker: + addition_method: manual content_hash: 62e1efcd660811a297e8aa1e45145dd8b8ad5ba20f7ae0dab6d61c55308c9421 description: '' health_score: 100.0 @@ -231597,8 +240798,8 @@ https://www.armory.io/blog/git-pull-support-in-spinnaker: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.armory.io/blog/how-to-set-up-liquibase-in-spinnaker: + addition_method: manual content_hash: 62e1efcd660811a297e8aa1e45145dd8b8ad5ba20f7ae0dab6d61c55308c9421 description: '' health_score: 100.0 @@ -231609,8 +240810,8 @@ https://www.armory.io/blog/how-to-set-up-liquibase-in-spinnaker: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.armosec.io/blog/cve-2022-24348-argo-kubernetes: + addition_method: manual ai_summary: 'Curator Insight: Detailed technical analysis of CVE-2022-24348, breaking down the exact mechanism of the path traversal payload. Live Grounding: ARMOSec offers explicit remediation actions, network policy guidance, and best practices @@ -231639,8 +240840,8 @@ https://www.armosec.io/blog/cve-2022-24348-argo-kubernetes: v2_locations: - argo.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-1-26-everything-you-should-know: + addition_method: manual content_hash: ed91140c3113082248b21d68e90afd20efdb39291124db2aec652d3a1e0eb2dd description: '' health_score: 100.0 @@ -231656,8 +240857,8 @@ https://www.armosec.io/blog/kubernetes-1-26-everything-you-should-know: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-1-27-release: + addition_method: manual content_hash: b5161cd1810c86874697364a6ab84100ec4d59f128356cd236fd6dd8da8ffecf description: '' health_score: 100.0 @@ -231673,8 +240874,8 @@ https://www.armosec.io/blog/kubernetes-1-27-release: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-data-storage: + addition_method: manual content_hash: edaf6e95b96c608f7a47ada7148fc7e490bdc78527af88bb0f747a0773e05a2f description: '' health_score: 100.0 @@ -231690,8 +240891,8 @@ https://www.armosec.io/blog/kubernetes-data-storage: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-gateway-api: + addition_method: manual content_hash: 7750a0a84e1003a275d8cdec45cf1791332644a09d2854c6f2774303738c725c description: '' health_score: 100.0 @@ -231707,8 +240908,8 @@ https://www.armosec.io/blog/kubernetes-gateway-api: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-ingress-beginners-guide: + addition_method: manual content_hash: 10271732348a6193d460cdcb7908c0c4bb10934ec8cfa2d7be627f0adf301e64 description: '' health_score: 100.0 @@ -231724,8 +240925,8 @@ https://www.armosec.io/blog/kubernetes-ingress-beginners-guide: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-ingress-security: + addition_method: manual ai_summary: Addresses specific attack vectors targeting Kubernetes ingress resources and gateways. Details defensive blueprints, including rate limiting configurations, TLS termination standards, and security annotation validation to prevent path-traversal @@ -231754,8 +240955,8 @@ https://www.armosec.io/blog/kubernetes-ingress-security: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-misconfigurations: + addition_method: manual content_hash: 626f8a0d4a80c01ff6845528fb967c8ed71184e4d783ec7f2e75cb05d2ffb62e description: '' health_score: 100.0 @@ -231771,8 +240972,8 @@ https://www.armosec.io/blog/kubernetes-misconfigurations: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-security-best-practices: + addition_method: manual ai_summary: 'Curator Insight: Comprehensive security handbook focused on practical remediation. Live Grounding: Authored by Armo (developers of Kubescape); highly detailed on network security, host configuration, and scanning orchestration.' @@ -231800,8 +241001,8 @@ https://www.armosec.io/blog/kubernetes-security-best-practices: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-security-frameworks-and-guidance: + addition_method: manual ai_summary: Provides a thorough breakdown of standard security compliance frameworks applicable to Kubernetes environments, including CIS Benchmarks, NSA-CISA hardening guides, and MITRE ATT&CK. Details key validation metrics and remediation methods @@ -231832,8 +241033,8 @@ https://www.armosec.io/blog/kubernetes-security-frameworks-and-guidance: - kubernetes-security.md - devsecops.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubernetes-version-1-23-is-out-everything-you-should-know: + addition_method: manual content_hash: 0591ede5420824864db51eb3e13f4bf46ca10293e9f35b14af1b3c899ba3555b description: '' health_score: 100.0 @@ -231849,8 +241050,8 @@ https://www.armosec.io/blog/kubernetes-version-1-23-is-out-everything-you-should v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://www.armosec.io/blog/kubescape-checks-if-kubernetes-exposed-to-k8s-symlink-vulnerability-cve202125741: + addition_method: manual content_hash: 5f4f5676d5acef4ac82613f5124327f391f3966380041636400ed0a6f20c8e13 description: '' health_score: 100.0 @@ -231863,8 +241064,8 @@ https://www.armosec.io/blog/kubescape-checks-if-kubernetes-exposed-to-k8s-symlin - docs/devsecops.md - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.armosec.io/blog/nsa-cisa-kubernetes-hardening-guide: + addition_method: manual ai_summary: Reviews the updates introduced in version 1.1 of the NSA-CISA guide. Explains key modifications to the guidelines regarding egress traffic protection and default pod restrictions. @@ -231892,8 +241093,8 @@ https://www.armosec.io/blog/nsa-cisa-kubernetes-hardening-guide: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.armosec.io/blog/secure-kubernetes-deployment: + addition_method: manual ai_summary: A practical guide addressing how to configure secure deployments using declarative configurations. Curator insight details defensive parameters such as secrets handling, least-privilege service accounts, and resource controls. @@ -231922,8 +241123,8 @@ https://www.armosec.io/blog/secure-kubernetes-deployment: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.armosec.io/blog/which-managed-kubernetes-is-right-for-me: + addition_method: manual ai_summary: Comparative analysis evaluating EKS, AKS, and GKE. Focuses on security defaults, networking models, IAM integration, and pricing models to assist architects in selection. @@ -231950,8 +241151,8 @@ https://www.armosec.io/blog/which-managed-kubernetes-is-right-for-me: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.armosec.io/cve-vulnerability-database: + addition_method: manual content_hash: 91629c644a310d81b7c1989c42247cb645b9ef41c6acfa3a2fa0cba5e0fd6be2 health_score: 100.0 last_checked: 1779130494.950947 @@ -231964,8 +241165,8 @@ https://www.armosec.io/cve-vulnerability-database: v2_locations: - devsecops.md - kubernetes-tools.md - addition_method: manual https://www.arnaudlheureux.io/2020/10/02/migrating-azure-caf-landing-zones-on-terraform-0-13: + addition_method: manual content_hash: 2b5e6f36a7e60f15fee84d683a8877fff77bbd2af1373993f80b401f4ad84500 description: '' health_score: 100.0 @@ -231981,8 +241182,8 @@ https://www.arnaudlheureux.io/2020/10/02/migrating-azure-caf-landing-zones-on-te v2_locations: - terraform.md year: N/A - addition_method: manual https://www.around25.com/blog/horizontal-pod-autoscaler-in-kubernetes: + addition_method: manual content_hash: 93f3ff05fa17830326de694f55b9aaf82e98368ceb4a97ebfca494cf6e523ba2 health_score: 100.0 last_checked: 1779130495.032016 @@ -231993,8 +241194,8 @@ https://www.around25.com/blog/horizontal-pod-autoscaler-in-kubernetes: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://www.arresteddevops.com: + addition_method: manual content_hash: f9d2895a22e8fa05b312ca259c73cf221a72d424660828d67120635efbc3b083 description: '' health_score: 100.0 @@ -232005,8 +241206,8 @@ https://www.arresteddevops.com: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://www.arrikto.com/blog/what-is-data-as-code: + addition_method: manual content_hash: 22c1e5a67a16213115565baae78bc40e8fbc2bc3317e464b13c1b7ad33fb1eda description: '' health_score: 100.0 @@ -232022,8 +241223,8 @@ https://www.arrikto.com/blog/what-is-data-as-code: v2_locations: - devops.md year: N/A - addition_method: manual https://www.arsouyes.org/articles/2021/2021-06-21_PKCS_pem_der_key_crt: + addition_method: manual ai_summary: 'Un guide technique clarifiant la jungle des extensions et des formats de fichiers cryptographiques (PEM, DER, PKCS#12, etc.). Contrast: L''insight de l''auteur clarifie les concepts de base, alors que la validation en direct démontre @@ -232047,8 +241248,8 @@ https://www.arsouyes.org/articles/2021/2021-06-21_PKCS_pem_der_key_crt: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.arsouyes.org/en/blog/2021/2021-06-21_PKCS_pem_der_key_crt: + addition_method: manual content_hash: e65e002b7a89aaa1f48699f093b78c8c612d3472f5814b9ba50c1cb66d27447f description: '' health_score: 100.0 @@ -232058,8 +241259,8 @@ https://www.arsouyes.org/en/blog/2021/2021-06-21_PKCS_pem_der_key_crt: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.arthurkoziel.com/validate-helm-chart-values-with-json-schemas: + addition_method: manual ai_summary: Excellent technical guide showing how to write and use JSON Schema (`values.schema.json`) to programmatically validate Helm Chart variables and eliminate formatting errors prior to deploy. @@ -232087,15 +241288,15 @@ https://www.arthurkoziel.com/validate-helm-chart-values-with-json-schemas: v2_locations: - helm.md year: N/A - addition_method: manual https://www.ashishtechmill.com/cicd-workflow-for-spring-boot-application-on-kubernetes-via-skaffold: + addition_method: manual content_hash: e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 health_score: 100.0 last_checked: 1779130495.001209 v1_locations: - docs/scaffolding.md - addition_method: manual https://www.ashishtechmill.com/demystifying-google-container-tool-jib-java-image-builder: + addition_method: manual ai_summary: Technical evaluation of Google Jib. Explains how to construct optimized, layered OCI compliant Docker images directly from Maven pipelines without running a localized Docker daemon. @@ -232117,8 +241318,8 @@ https://www.ashishtechmill.com/demystifying-google-container-tool-jib-java-image v2_locations: - maven-gradle.md year: '2021' - addition_method: manual https://www.askamanager.org/2022/01/the-new-hire-who-showed-up-is-not-the-same-person-we-interviewed.html: + addition_method: manual ai_summary: An infamous case study analyzing extreme breakdown patterns in modern remote interviewing and vetting systems. Outlines structural vulnerabilities in fully virtual validation funnels and provides guidelines for verifying engineering @@ -232146,8 +241347,8 @@ https://www.askamanager.org/2022/01/the-new-hire-who-showed-up-is-not-the-same-p v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.asklorem.com: + addition_method: manual content_hash: da11b07122f290643004859496c39c5f793a01c1f9b28a7d3fefcab8c5af523f description: '' health_score: 100.0 @@ -232158,8 +241359,8 @@ https://www.asklorem.com: v1_locations: - docs/freelancing.md year: N/A - addition_method: manual https://www.astronomer.io/docs/learn/dynamically-generating-dags: + addition_method: manual ai_summary: Technical documentation illustrating design patterns to construct dynamically generated DAG pipelines in Apache Airflow. Covers generation templates, dynamic parameters, and runtime optimization. @@ -232181,8 +241382,8 @@ https://www.astronomer.io/docs/learn/dynamically-generating-dags: v2_locations: - message-queue.md year: '2025' - addition_method: manual https://www.asyncapi.com: + addition_method: manual content_hash: 55f14e4ea13118495f00f1198ef26031bd8c12f15c9c1e3570c8195f1669320d description: '' health_score: 100.0 @@ -232198,8 +241399,8 @@ https://www.asyncapi.com: v2_locations: - api.md year: N/A - addition_method: manual https://www.asyncapi.com/blog/asyncapi-cloud-events: + addition_method: manual content_hash: 55f5f24a77befd5e466afbf46f255d07b3a0be9a64e4ed15ff5e1c982cb9cb04 description: '' health_score: 100.0 @@ -232215,8 +241416,8 @@ https://www.asyncapi.com/blog/asyncapi-cloud-events: v2_locations: - api.md year: N/A - addition_method: manual https://www.atareao.es/ubuntu/tuneles-ssh: + addition_method: manual content_hash: 76abd3dbe4428dcf9124c523a6b2aaf41a068c31ceb2d1d49ccc786bf6f6e578 description: '' health_score: 100.0 @@ -232227,8 +241428,8 @@ https://www.atareao.es/ubuntu/tuneles-ssh: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.atlassian.com/agile/kanban/kanban-vs-scrum: + addition_method: manual content_hash: 1752f987e3dc41c816c132dc3ee98c4261a539db57fc56d13df5f4581b5aeef3 description: '' health_score: 100.0 @@ -232244,16 +241445,138 @@ https://www.atlassian.com/agile/kanban/kanban-vs-scrum: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual +https://www.atlassian.com/blog/announcements/how-we-cut-pr-cycle-time-with-ai-code-reviews: + addition_method: automatic + ai_summary: An insightful engineering case study analyzing Atlassian's implementation + of Rovo Dev, an AI-powered code reviewer. By automatically evaluating pull requests + against corporate standards, formatting configurations, and linked Jira ticket + acceptance criteria, the system reduced PR cycle latency by up to 45% internally + while accelerating overall merge frequencies. + category: ai-agents-mcp + complexity: Advanced + content_hash: 363da96bb20cc4fd3c1457519aaa6c7838549a0fd12521f629648359b7fdd676 + description: Learn how Atlassian’s Rovo Dev AI code reviewer cut PR cycle time by + up to 45% internally and 32% for customers, enforcing engineering standards and + Jira acceptance criteria. + hierarchy: + - DevOps + - AI Assisted Engineering + - Code Review Automation + is_microservice: false + language: English + last_checked: 1780352581.792255 + reputation_status: Vetted + reputation_summary: Vetted engineering case study by Atlassian's Dev AI team, receiving + positive community interest. + resource_type: blog + social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2025/10/fy26-sil-engblog-37-1120x545_@2x.png + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + title: How Atlassian cut PR cycle time by 45% with AI code reviews + year: '2026' https://www.atlassian.com/blog/app/bitbucket: + addition_method: manual content_hash: af618e016d39c0404ced715d539e210d9a91080e9e57a5115bdded6077ec2a26 health_score: 100.0 last_checked: 1779130494.993295 needs_ai_refresh: true v1_locations: - docs/project-management-tools.md - addition_method: manual +https://www.atlassian.com/blog/artificial-intelligence/research-with-rovo-dev: + addition_method: automatic + ai_summary: 'Curator Insight: Qualitative analysis is often bottlenecked by manual + data transcription and qualitative pattern matching, areas where AI agents can + act as highly efficient synthesis engines. + + + Live Grounding: Atlassian''s case study showcases Rovo Dev utilizing Model Context + Protocol (MCP) to ingest Dovetail and Confluence directories securely. + + + Technical Significance: + + - Drastically reduces transcription synthesis times from multiple days to a single + afternoon. + + - Maps user quotes directly against established strategic hypotheses and competitor + positioning. + + - Maintains strict human oversight, allowing stakeholders to validate AI-generated + research drafts collaboratively.' + category: ai-agents-mcp + complexity: intermediate + content_hash: 6dd3b4f9b9cfa53487bead3b7f392204673267c55404b31e5da9884bf639204e + description: Inside Atlassian's case study on using Rovo Dev and MCP servers to + connect data tools (like Dovetail and Confluence) for rapid customer research + synthesis. + hierarchy: + - Software Engineering + - Collaboration Tools + - AI Agents + - Atlassian Rovo + is_microservice: false + language: en + last_checked: 1780352168.173361 + reputation_status: Vetted + reputation_summary: Highly regarded case study detailing Rovo Dev's capabilities + when linked to third-party APIs via the Model Context Protocol (MCP). + resource_type: case-study + social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/fy26-sil-engblog-39-1120x545_@2x-1560x760-1.png + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + - '[EMERGING]' + title: What Actually Changes When AI Joins Your Research Process + year: '2026' +https://www.atlassian.com/blog/atlassian-engineering/rovo-creation-canvas: + addition_method: automatic + ai_summary: 'An in-depth engineering breakdown of Atlassian Rovo''s collaborative + AI canvas architecture. The article details how developers solved challenges surrounding + real-time, multi-modal human-agent collaboration across diverse document and database + schemas. + + + * **Architecture Choices**: Explores the engineering selection of ADF, SVG, and + CSV formats over generic raw markdown. + + * **Streaming Infrastructure**: Unpacks the technical mechanisms that allow Rovo + to stream live updates and recursive edits directly into active workspaces safely.' + category: ai-agents-mcp + complexity: Advanced + content_hash: 5681fc59b5e083e0da4eeb0e22562bdf422533ad5269dc3dd22e2696b7d5b3e8 + description: An engineering deep-dive on constructing Rovo's collaborative canvas + for real-time document and database co-creation between humans and AI. + hierarchy: + - Software Engineering + - AI Integrations + - Collaborative Canvases + impact_score: 85 + is_microservice: false + language: en + last_checked: 1780401152.31573 + reputation_status: Vetted + reputation_summary: Highly trusted official engineering blog post from Atlassian + details the design principles of their collaborative canvas. + resource_type: Article + social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/fy26-sil-engblog-37-1120x545_@2x-1560x760-1.png + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: ai + tags: + - '[ENTERPRISE-STABLE]' + - '[CASE STUDY]' + title: 'Creating with Rovo: How We Built a Collaborative AI Canvas' + year: '2026' https://www.atlassian.com/blog/bitbucket/setting-up-a-ci-cd-pipeline-with-spring-mvc-jenkins-and-kubernetes-on-aws: + addition_method: manual content_hash: c3c57e34a61d7400c78bdb682011f65e36768964faab58b1b35d07ffc5705ed8 health_score: 100.0 last_checked: 1779130494.962982 @@ -232265,8 +241588,151 @@ https://www.atlassian.com/blog/bitbucket/setting-up-a-ci-cd-pipeline-with-spring - docs/demos.md v2_locations: - demos.md - addition_method: manual +https://www.atlassian.com/blog/company-news/cursor-in-jira: + addition_method: automatic + ai_summary: Atlassian introduces native support for assigning Jira work items directly + to the Cursor AI agent, minimizing context switching for development teams. When + tickets are assigned or @Cursor is mentioned in Jira, a cloud-based Cursor agent + automatically spins up, analyzes the codebase, implements necessary fixes, and + raises pull requests. This deep integration allows developers and product owners + to steer autonomous coding agents directly from the issue tracker. + category: project-management-tools + complexity: Intermediate + content_hash: a1116f0fa851b91fa7a15901a0b66ce2dda2600d87c08f42999181a4f248743e + description: Atlassian details how teams can assign work items directly to Cursor + from within Jira, triggering a cloud agent to write code and open PRs. + hierarchy: + - DevOps + - AI Curation + - Agent Orchestration + - Atlassian Ecosystem + is_microservice: false + language: English + last_checked: 1780352302.456769 + reputation_status: Vetted + reputation_summary: Highly acclaimed enterprise integration by Atlassian and Cursor, + bridging project management with autonomous code execution. + resource_type: blog + social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/05/csd-26784_dark_jira-cursor_build-something_hero_@2x-1-1-scaled.png + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + - EMERGING + title: Introducing Cursor in Jira - Inside Atlassian + year: '2026' +https://www.atlassian.com/blog/developer/automating-mutation-coverage-with-ai: + addition_method: automatic + ai_summary: An in-depth engineering case study from Atlassian's Jira Platform teams + on leveraging Rovo Dev CLI and an AI-driven, dev-in-the-loop assistant to scale + mutation testing. The automated workflow parses mutation reports, prioritizes + classes, and auto-generates project-aware tests. This implementation helped teams + reach 80%+ mutation coverage while reducing manual testing overhead by 70%. + category: qa + complexity: Advanced + content_hash: 348e2ea5653df19c980dd9d8a58aac7369c2d13c35ae81ce91d325de5ee89322 + description: Inside Atlassian's journey to automate unit test mutation testing across + large Java codebases using an AI assistant. + hierarchy: + - Software Quality + - Mutation Testing + - AI-Assisted Engineering + impact_score: 88 + is_microservice: false + language: English + last_checked: 1780399982.21178 + reputation_status: Vetted + reputation_summary: Highly vetted engineering blog post showcasing active development + strategies in enterprise testing. + resource_type: Technical Article + social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2024/05/csd-9526_developer-blog-header_ecosystem_900x444_2x.png + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: Automating Mutation Coverage with AI + year: '2026' +https://www.atlassian.com/blog/focus/evolution-of-spm-report: + addition_method: automatic + ai_summary: '* **Curator Insight:** Aligning high-level organizational strategies + with execution systems is a perennial bottleneck, particularly when planning cycles + remain decoupled from active code-delivery repositories. + + * **Live Grounding (MCP):** Surveying over 300 enterprise leaders, Atlassian reveals + a systemic disconnect: despite 80% reporting strategic clarity, a mere 11% possess + automated trace links between active development branches and portfolio milestones, + suggesting a critical shift toward integrated agile data planes.' + category: project-management-methodology + complexity: Advanced + content_hash: 0fad1227dec717a79eadbf2fca4248c404c8790299b63a1e43074f8d387378b8 + description: Analysis of the 'Clarity Trap' based on research of 308 senior enterprise + leaders exploring why organizational alignment lags behind strategic reviews. + hierarchy: + - Agile and DevOps + - Strategic Portfolio Management + - Delivery Operations + - Value Stream Management + is_microservice: false + language: en + last_checked: 1780352138.621976 + reputation_status: Vetted + reputation_summary: Atlassian's researched State of Strategic Portfolio Management + report, well-received by Agile and SRE practitioners. + resource_type: blog + social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/state-of-report-email-banner-v3.png + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: strategic-portfolio-management + tags: + - CASE STUDY + title: 'Atlassian SPM Research: Why Strategic Execution Fails to Align with Delivery' + year: '2026' +https://www.atlassian.com/collections/service/ai-maturity-model: + addition_method: automatic + ai_summary: '### Curator Insight + + This assessment tool provides an actionable framework for teams evaluating their + transition to AI-assisted IT Service Management (ITSM). Designed by Atlassian, + it measures readiness across data workflows, automation trust, and human-in-the-loop + validation. It delivers personalized recommendations for integrating intelligent + agents into Jira Service Management, facilitating optimized incident response + and service delivery.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 1a2f0e394d1342bef55cb3e3918e040667115f5533b5ed7af5da50726bda12b3 + description: An interactive evaluation tool and maturity model developed by Atlassian + to baseline and upgrade AI service management and ITSM integration readiness. + hierarchy: + - IT Service Management + - Artificial Intelligence + - Maturity Frameworks + impact_score: 81 + is_microservice: false + language: English + last_checked: 1780401702.549065 + reputation_status: Vetted + reputation_summary: Official Atlassian framework. Highly regarded by IT and DevOps + managers as an objective roadmap for evaluating and implementing AI capabilities + in Jira-based service models. + resource_type: Tool / Assessment + social_preview_url: '' + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: project-management-tools + tags: + - GUIDE + - ENTERPRISE-STABLE + title: AI Service Management Readiness Assessment | Atlassian + year: '2026' https://www.atlassian.com/continuous-delivery: + addition_method: manual content_hash: 5ee733861c262ea9fef6c6e0c7709ccfc44436a1cca53dd8279182d5a5d3dc4a description: '' health_score: 100.0 @@ -232282,8 +241748,45 @@ https://www.atlassian.com/continuous-delivery: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual +https://www.atlassian.com/customers/schaeffler: + addition_method: automatic + ai_summary: 'An enterprise success story detailing the cloud migration and platform + modernization strategy executed by automotive component manufacturer Schaeffler. + + * Explains the methodology behind unifying legacy platforms post-merger with Vitesco + Technologies into a single Atlassian Cloud System of Work. + + * Shows how integrating Atlassian Rovo enabled the deployment of secure AI agents + to automate workflows, optimize cross-app searches, and group Confluence assets.' + category: customer + complexity: advanced + content_hash: 1e15bc0f2e0dd986940d772c8a7b906b732a941fb1b5c711137e9fe0caed5321 + description: Case study of German automotive component manufacturer Schaeffler's + migration to Atlassian Cloud, improving productivity using AI agents. + hierarchy: + - Enterprise Systems + - Cloud Migration + - Agile Processes + - AI Automation + is_microservice: false + language: en + last_checked: 1780352686.744506 + reputation_status: Vetted + reputation_summary: Standard corporate success case study documenting Atlassian's + enterprise-grade multi-tool migrations. + resource_type: case-study + social_preview_url: '' + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: case-studies + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: Schaeffler accelerates and innovates on Atlassian Cloud + year: '2026' https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet: + addition_method: manual ai_summary: A comprehensive and beautifully formatted PDF and web-based Git command reference guide from Atlassian. Covers essential command categories including repository creation, local staging, history review, branch management, and remote @@ -232313,8 +241816,8 @@ https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet: - git.md - cheatsheets.md year: N/A - addition_method: manual https://www.atlassian.com/git/tutorials/comparing-workflows: + addition_method: manual ai_summary: The absolute standard reference guide contrasting centralized, feature-branch, Gitflow, and forking workflows. Highly detailed, interactive diagrams make it the baseline industry resource for system architects modeling high-velocity continuous @@ -232343,8 +241846,8 @@ https://www.atlassian.com/git/tutorials/comparing-workflows: v2_locations: - git.md year: N/A - addition_method: manual https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow: + addition_method: manual ai_summary: A highly-structured tutorial by Atlassian comparing Gitflow against alternative branching strategies. It offers clear operational blueprints and command examples, evaluating how the model coordinates scheduled release cycles while @@ -232373,8 +241876,8 @@ https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow: v2_locations: - git.md year: N/A - addition_method: manual https://www.atlassian.com/git/tutorials/gitops: + addition_method: manual content_hash: 4826a1d18651002356c66762e6f0201182d2f34f0bf0b1e251bd3a8148788e30 description: '' health_score: 100.0 @@ -232390,8 +241893,8 @@ https://www.atlassian.com/git/tutorials/gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.atlassian.com/remote: + addition_method: manual content_hash: 4caf1ee18e3de029972270ab1b82e7f2e465a3d5cdb9e8f48150b2dcbdc0f558 description: '' health_score: 100.0 @@ -232402,8 +241905,8 @@ https://www.atlassian.com/remote: v1_locations: - docs/workfromhome.md year: N/A - addition_method: manual https://www.atlassian.com/software/bamboo: + addition_method: manual content_hash: 6039042013f51922f021445a95a18980d393b693354844494449c25a35787b3a description: '' health_score: 100.0 @@ -232419,8 +241922,8 @@ https://www.atlassian.com/software/bamboo: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://www.atlassian.com/software/compass: + addition_method: manual content_hash: 90ab54ca08ecc4499b65d836faceaa77313a935ccdb3b940ea2c73b87cf073ce description: '' health_score: 100.0 @@ -232436,8 +241939,8 @@ https://www.atlassian.com/software/compass: v2_locations: - devops.md year: N/A - addition_method: manual https://www.atlassian.com/software/confluence: + addition_method: manual content_hash: 3eafe6708460dd63aa7a182739b981fd2d59ba7d39a50789b3356a17c99cecff description: '' health_score: 100.0 @@ -232453,8 +241956,8 @@ https://www.atlassian.com/software/confluence: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://www.atlassian.com/software/jira: + addition_method: manual content_hash: 6cf8156610bc44c2f0ff4f1826cb35bf31e0a7953f2b9248a66dc2b08c8839bc description: '' health_score: 100.0 @@ -232470,8 +241973,39 @@ https://www.atlassian.com/software/jira: v2_locations: - project-management-tools.md year: N/A - addition_method: manual +https://www.atlassian.com/software/loom/download: + addition_method: automatic + ai_summary: The official desktop application download portal for Loom, an asynchronous + video recording tool. It allows software development and operations teams to record + screens, share technical walk-throughs, and document system workflows without + scheduling live, synchronous meetings, increasing team alignment in remote engineering + environments. + category: workfromhome + complexity: Beginner + content_hash: 0133dee472bf459a0be0af31076f3e32cae971f27fca7e6074d3a3bc7dc2e1e3 + description: Use Loom to record quick videos of your screen and camera. + hierarchy: + - Work from Home + - Asynchronous Collaboration + - Developer Tools + is_microservice: false + language: en + last_checked: 1780352292.588483 + reputation_status: Vetted + reputation_summary: Ubiquitous and highly trusted asynchronous communication video + recording tool widely used in distributed technical teams. + resource_type: tools + social_preview_url: '' + source_provenance: X.com (Atlassian) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + title: Loom Desktop App Download + year: '2026' https://www.atlassian.com/solutions/distributed: + addition_method: manual content_hash: 2de88b87fb007035bf3eedb3fed8b1e5a4d31b6c98d16bed65754199a2edc789 health_score: 100.0 last_checked: 1779130495.01256 @@ -232483,8 +242017,8 @@ https://www.atlassian.com/solutions/distributed: - docs/workfromhome.md v2_locations: - workfromhome.md - addition_method: manual https://www.atomicjar.com/2021/11/announcing-testcontainers-cloud: + addition_method: manual content_hash: 0cee15ddacce4342f090538d3c6476af2d965573947cbe3994b5cdd2823befc2 description: '' health_score: 100.0 @@ -232496,8 +242030,8 @@ https://www.atomicjar.com/2021/11/announcing-testcontainers-cloud: v1_locations: - docs/qa.md year: N/A - addition_method: manual https://www.augmentedmind.de/2022/02/20/optimize-docker-image-security: + addition_method: manual content_hash: a974a8318d61d423aaaad6ef26af85c4609feef5fca797dcd2aba9fa73dac7cf description: '' health_score: 100.0 @@ -232509,8 +242043,8 @@ https://www.augmentedmind.de/2022/02/20/optimize-docker-image-security: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://www.augmentedmind.de/2024/06/12/optimize-docker-image-security: + addition_method: manual content_hash: c41d405aac0b8040dcb574049bc28a7d3a18828239406663ff2e5b13ba2215dc health_score: 100.0 last_checked: 1779130494.983253 @@ -232521,8 +242055,8 @@ https://www.augmentedmind.de/2024/06/12/optimize-docker-image-security: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://www.autoblog.com/2022/07/25/vw-ceo-herbert-diess-fired-over-cariad-buggy-software: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -232536,8 +242070,8 @@ https://www.autoblog.com/2022/07/25/vw-ceo-herbert-diess-fired-over-cariad-buggy v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.autodraw.com: + addition_method: manual content_hash: 6aa32e705e1f7dfa0f905d43182121552f0d5e9872c5439edfeaf2c4bca072d9 description: '' health_score: 100.0 @@ -232553,9 +242087,9 @@ https://www.autodraw.com: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual ? https://www.autonomosyemprendedor.es/articulo/finanzas-personales/autonomos-solo-deben-presentar-iva-octubre-mas-obligaciones-tributarias-mes/20210927125637025167.html -: ai_summary: Detailed guide outlining quarterly tax obligations for self-employed +: addition_method: manual + ai_summary: Detailed guide outlining quarterly tax obligations for self-employed professionals in Spain, specifically focusing on Q3 deadlines. Covers IVA (Form 303), IRPF (Form 130), and other local compliance mandates. 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devops.md year: N/A - addition_method: manual https://www.bmc.com/blogs/kubernetes-operator: + addition_method: manual content_hash: 22d53bc363aa75ac0eb9abe36a781b7d8602d885c41a784b903f6a3b4ed6a1b6 description: '' health_score: 100.0 @@ -233843,8 +243377,8 @@ https://www.bmc.com/blogs/kubernetes-operator: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.bmw-connecteddrive.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -233858,16 +243392,16 @@ https://www.bmw-connecteddrive.com: v2_locations: - customer.md year: N/A - addition_method: manual https://www.bmw.co.uk/en/shop/ls/country-selection: + addition_method: manual last_checked: 1779388861.831618 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - customer.md - addition_method: manual https://www.bmwi.de/Redaktion/EN/Dossier/gaia-x.html: + addition_method: manual content_hash: dc5a9ddc39404ca6de11c9bbfe3b0bd985732f2b5643f5d90f79c5b09fa320c4 description: '' health_score: 100.0 @@ -233877,8 +243411,8 @@ https://www.bmwi.de/Redaktion/EN/Dossier/gaia-x.html: v1_locations: - docs/public-cloud-solutions.md year: N/A - addition_method: manual https://www.bogotobogo.com/Java/tutorials/Spring-Boot/Maven-mvn-command-cheat-sheet.php: + addition_method: manual content_hash: 5ff102f556f0b87e6c1ea7ee04584ad744d3c5bc48426754049869c12775b2f0 description: '' health_score: 100.0 @@ -233893,8 +243427,8 @@ https://www.bogotobogo.com/Java/tutorials/Spring-Boot/Maven-mvn-command-cheat-sh v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.boot.dev/blog/devops/how-to-restart-all-pods-in-a-kubernetes-namespace: + addition_method: manual health_score: 100.0 last_checked: 1779130494.957912 status: online @@ -233904,8 +243438,8 @@ https://www.boot.dev/blog/devops/how-to-restart-all-pods-in-a-kubernetes-namespa - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.botkube.io: + addition_method: manual content_hash: 3ff93ce641ea55ef801299c539c2dcc90c9274471a20359837f1c7e79faaf6a6 description: '' health_score: 100.0 @@ -233917,8 +243451,8 @@ https://www.botkube.io: - docs/kubernetes-monitoring.md - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.botplayautomation.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -233932,8 +243466,8 @@ https://www.botplayautomation.com: v2_locations: - qa.md year: N/A - addition_method: manual https://www.botplayautomation.com/post/automation-test-plan: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -233947,8 +243481,8 @@ https://www.botplayautomation.com/post/automation-test-plan: v2_locations: - qa.md year: N/A - addition_method: manual https://www.botplayautomation.com/post/benefits-of-codeless-automation-testing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -233962,8 +243496,8 @@ https://www.botplayautomation.com/post/benefits-of-codeless-automation-testing: v2_locations: - qa.md year: N/A - addition_method: manual https://www.botplayautomation.com/post/best-practices-to-follow-in-software-testing-manual-and-automation-testing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -233977,8 +243511,8 @@ https://www.botplayautomation.com/post/best-practices-to-follow-in-software-test v2_locations: - qa.md year: N/A - addition_method: manual https://www.botplayautomation.com/post/common-mistakes-test-teams-make-in-automation-testing-and-how-to-fix-them: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -233993,8 +243527,8 @@ https://www.botplayautomation.com/post/common-mistakes-test-teams-make-in-automa v2_locations: - qa.md year: N/A - addition_method: manual https://www.botplayautomation.com/post/how-to-write-a-test-plan: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -234008,8 +243542,8 @@ https://www.botplayautomation.com/post/how-to-write-a-test-plan: v2_locations: - qa.md year: N/A - addition_method: manual https://www.botplayautomation.com/post/types-of-software-testing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -234023,9 +243557,9 @@ https://www.botplayautomation.com/post/types-of-software-testing: v2_locations: - qa.md year: N/A - addition_method: manual ? https://www.botplayautomation.com/post/what-is-automation-testing-the-need-for-automation-testing-automation-testing-implementation-guide -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029322.643537 @@ -234038,8 +243572,8 @@ https://www.botplayautomation.com/post/types-of-software-testing: v2_locations: - qa.md year: N/A - addition_method: manual https://www.brainboard.co: + addition_method: manual content_hash: 89c16fb212a27d5665357794b46b8b84e4fca0de2ff19edc2254b3ba30b0a5ed description: '' health_score: 100.0 @@ -234055,8 +243589,8 @@ https://www.brainboard.co: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.btw.so/open-source-alternatives: + addition_method: manual content_hash: 463f43fe3b80123e9ce8af309e06a97e0ef2db79505da9105af1a79c9dc821d1 description: '' health_score: 100.0 @@ -234072,8 +243606,8 @@ https://www.btw.so/open-source-alternatives: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://www.buchatech.com/2022/08/a-guide-to-navigating-the-aks-enterprise-documentation-scripts: + addition_method: manual ai_summary: Detailed exploration of Microsoft's AKS Enterprise Landing Zone architectures and provisioning templates. Provides a structured overview of design patterns for security, hub-spoke peering, and compliance boundaries in regulated enterprise @@ -234102,8 +243636,8 @@ https://www.buchatech.com/2022/08/a-guide-to-navigating-the-aks-enterprise-docum v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.bundeswirtschaftsministerium.de/Redaktion/EN/Dossier/gaia-x.html: + addition_method: manual content_hash: bcbc73cc74abe2871dcfc400cafab7bbd796bb757c00134e15ef8493e9d13e86 health_score: 100.0 last_checked: 1779130494.973274 @@ -234114,8 +243648,8 @@ https://www.bundeswirtschaftsministerium.de/Redaktion/EN/Dossier/gaia-x.html: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md - addition_method: manual https://www.bunnyshell.com/blog/disaster-recovery-devops: + addition_method: manual content_hash: a951f61a4462fd79e4c3e58c03985aba51ab4aef0e6904ec2c735ec8fc9b83f5 description: '' health_score: 100.0 @@ -234132,8 +243666,8 @@ https://www.bunnyshell.com/blog/disaster-recovery-devops: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.bunnyshell.com/blog/gitops-vs-devops: + addition_method: manual content_hash: e5521e1f76c53c1b986cb2d6272827c52d0194cca8f50d82f31fbc3e8b0c026d description: '' health_score: 100.0 @@ -234149,8 +243683,8 @@ https://www.bunnyshell.com/blog/gitops-vs-devops: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.buoyant.io/blog/kubernetes-network-policies-with-cilium-and-linkerd: + addition_method: manual health_score: 100.0 last_checked: 1779130495.023796 status: online @@ -234160,8 +243694,8 @@ https://www.buoyant.io/blog/kubernetes-network-policies-with-cilium-and-linkerd: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.buoyant.io/blog/locking-down-network-traffic-between-kubernetes-namespaces: + addition_method: manual health_score: 100.0 last_checked: 1779130495.003054 status: online @@ -234171,8 +243705,8 @@ https://www.buoyant.io/blog/locking-down-network-traffic-between-kubernetes-name - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://www.buoyant.io/blog/multi-cluster-multi-region-setup-using-linkerd-service-mesh: + addition_method: manual content_hash: 7ecb7f26c4cb832923adbb9ad5512bd41bb33f8116f144bd3ff8cea7665cf02a health_score: 100.0 last_checked: 1779130494.946644 @@ -234183,8 +243717,8 @@ https://www.buoyant.io/blog/multi-cluster-multi-region-setup-using-linkerd-servi - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://www.buoyant.io/service-mesh-academy/upgrading-to-linkerd-2-12: + addition_method: manual content_hash: 56486da4996129518a88a19f1497ba881034414a8d793847230555f3393d696f health_score: 100.0 last_checked: 1779130494.989077 @@ -234195,8 +243729,8 @@ https://www.buoyant.io/service-mesh-academy/upgrading-to-linkerd-2-12: - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://www.businessinsider.com/amazon-reason-for-layoffs-former-senior-tech-leader-2023-5: + addition_method: manual content_hash: f2664eb94bab8420646984113da09c08fd55076b1ebff4a4014142d789984d37 description: '' health_score: 100.0 @@ -234213,8 +243747,44 @@ https://www.businessinsider.com/amazon-reason-for-layoffs-former-senior-tech-lea v2_locations: - project-management-methodology.md year: N/A - addition_method: manual +https://www.businessinsider.com/uber-coo-andrew-macdonald-ai-token-spending-harder-justify-2026-5: + addition_method: automatic + ai_summary: This analytical piece covers the emerging industry backlash against + unchecked corporate 'tokenmaxxing' and AI expenditure, centered on remarks by + Uber's COO Andrew Macdonald. It examines the operational challenges of justifying + massive enterprise API costs (specifically detailing how Uber exhausted its annual + Claude Code budget by April 2026) without observable proportional increases in + user-facing features or developer productivity. A crucial reference for FinOps + leaders formulating budget limits, trace metrics, and ROI benchmarks for enterprise + LLM integrations. + category: finops + complexity: intermediate + content_hash: e64bbd11b98ceb21927d8c8d6df06abb074449969a378ecedce509d4ef0fe622 + description: Uber COO Andrew Macdonald expresses growing corporate skepticism over + massive AI token spending, highlighting the lack of clear, proportional returns + in consumer features and engineering productivity. + hierarchy: + - FinOps + - AI Economics + - Token Spending and ROI + is_microservice: false + language: en + last_checked: 1780352561.468625 + reputation_status: Vetted + reputation_summary: Widely cited reporting on corporate AI expenditure and ROI challenges + in 2026. + resource_type: article + social_preview_url: https://i.insider.com/6a13b43f51ede568c7e183dd?width=1200&format=jpeg + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + title: Uber's COO Says It's Getting Harder to Justify the Money Spent on AI + year: '2026' https://www.businessinsider.es/9-factores-repercuten-felicidad-trabajador-352445: + addition_method: manual content_hash: 75041756020cf2a053708d2a05b8742970d58885fe01675adfd6c67d5ac23088 description: '' health_score: 100.0 @@ -234226,8 +243796,8 @@ https://www.businessinsider.es/9-factores-repercuten-felicidad-trabajador-352445 v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://www.businessinsider.es/desarrollo-profesional/9-factores-repercuten-felicidad-trabajador-352445: + addition_method: manual ai_summary: Presents a ranked taxonomy of the nine key workplace elements that dictate developer and professional happiness. Details how factors like flexibility, trust, work-life balance, and constructive recognition far outweigh basic financial remuneration @@ -234250,8 +243820,8 @@ https://www.businessinsider.es/desarrollo-profesional/9-factores-repercuten-feli v2_locations: - recruitment.md year: '2022' - addition_method: manual https://www.businessinsider.es/desarrollo-profesional/explicacion-steve-jobs-buenos-empleados-renuncian-trabajo-1137601: + addition_method: manual content_hash: 7d73b045a73a5317fc3d6e4438637c3404955b752d8c6ac09329a0206296b8d9 health_score: 100.0 last_checked: 1779130494.983648 @@ -234263,8 +243833,8 @@ https://www.businessinsider.es/desarrollo-profesional/explicacion-steve-jobs-bue - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://www.businessinsider.es/desarrollo-profesional/fin-lealtad-laboral-empleados-ya-no-son-fieles-jefes-1358974: + addition_method: manual ai_summary: An investigation into modern labor economics showing a shift in corporate loyalty, where technology professionals prioritize career progression and compensation adjustment over organizational longevity. This piece unpacks how fast-track job-hopping @@ -234287,8 +243857,8 @@ https://www.businessinsider.es/desarrollo-profesional/fin-lealtad-laboral-emplea v2_locations: - recruitment.md year: '2023' - addition_method: manual https://www.businessinsider.es/desarrollo-profesional/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-otros-1226162: + addition_method: manual ai_summary: An analytical look at modern career strategies, discussing the ethics and outcomes of resume inflation during high-stakes tech and corporate job hunting. It highlights structural shifts in candidate-employer dynamics and explores how @@ -234311,8 +243881,8 @@ https://www.businessinsider.es/desarrollo-profesional/menti-mi-cv-conseguir-mejo v2_locations: - recruitment.md year: '2023' - addition_method: manual https://www.businessinsider.es/desarrollo-profesional/razon-nunca-consigues-ascender-trabajo-conseguir-mejor-sueldo-970737: + addition_method: manual content_hash: e1368c7e92738b6a94b852f96614a649463414aa50c15d9c10e705f5e7b3ebeb health_score: 100.0 last_checked: 1779130494.957575 @@ -234324,8 +243894,8 @@ https://www.businessinsider.es/desarrollo-profesional/razon-nunca-consigues-asce - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://www.businessinsider.es/desarrollo-profesional/tan-dificil-decir-no-jefe-965459: + addition_method: manual content_hash: 7b23a63e420d51f6ff806fc068336c797b9cb40e217f53a3fc8324d4703d3c9d health_score: 100.0 last_checked: 1779130494.922224 @@ -234337,8 +243907,8 @@ https://www.businessinsider.es/desarrollo-profesional/tan-dificil-decir-no-jefe- - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://www.businessinsider.es/desarrollo-profesional/teletrabajar-perjudica-carrera-profesional-posibles-ascensos-1240782: + addition_method: manual content_hash: 66a9ff71be1e87de01e1b5256f417c421e68db3de8aa68fd106281af96e4e4f6 health_score: 100.0 last_checked: 1779130495.00157 @@ -234350,8 +243920,8 @@ https://www.businessinsider.es/desarrollo-profesional/teletrabajar-perjudica-car - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://www.businessinsider.es/empleados-ya-no-sienten-lealtad-jefes-empleadores-1358974: + addition_method: manual content_hash: 231694c40da8a21c2122eeb3d8f673a99a1a513d8a43b1c067463bbd6f82f3ed description: '' health_score: 100.0 @@ -234362,8 +243932,8 @@ https://www.businessinsider.es/empleados-ya-no-sienten-lealtad-jefes-empleadores v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://www.businessinsider.es/explicacion-steve-jobs-buenos-empleados-renuncian-1137601: + addition_method: manual content_hash: 80177e15bf4621932faff57df276cc445f6d337674ba7ecc28714bc695ca095a description: '' health_score: 100.0 @@ -234375,8 +243945,8 @@ https://www.businessinsider.es/explicacion-steve-jobs-buenos-empleados-renuncian v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.businessinsider.es/ingenieros-software-estan-aterrorizados-posibilidad-ser-sustituidos-ia-1238112: + addition_method: manual content_hash: 6b0f1fa47311a2e51ebbd6c2a5b454eccf9bc641fa6762c94e3127bed91fe428 description: '' health_score: 100.0 @@ -234388,8 +243958,8 @@ https://www.businessinsider.es/ingenieros-software-estan-aterrorizados-posibilid v1_locations: - docs/ai.md year: N/A - addition_method: manual https://www.businessinsider.es/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-otros-1226162: + addition_method: manual content_hash: c39fbba5160e5e4dfe50f1a043de582c502b342671ded33583e3cde9a303f5a6 description: '' health_score: 100.0 @@ -234401,8 +243971,8 @@ https://www.businessinsider.es/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-ot v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://www.businessinsider.es/razon-nunca-consigues-ascender-trabajo-conseguir-mejor-sueldo-970737: + addition_method: manual content_hash: 7252f5dad8f608b886c685769efae85b769cadcfe6b2c39464a2eefb3d547f3f description: '' health_score: 100.0 @@ -234414,8 +243984,8 @@ https://www.businessinsider.es/razon-nunca-consigues-ascender-trabajo-conseguir- v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.businessinsider.es/tan-dificil-decir-no-jefe-965459: + addition_method: manual content_hash: c33069f6efa38eab1c2c1308b30a2569db3fac2fb304d13e89f1f3859794617f description: '' health_score: 100.0 @@ -234428,8 +243998,8 @@ https://www.businessinsider.es/tan-dificil-decir-no-jefe-965459: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.businessinsider.es/tecnologia/ingenieros-software-estan-aterrorizados-posibilidad-ser-sustituidos-ia-1238112: + addition_method: manual ai_summary: Curator Insight analyzes the anxiety among developers regarding job replacement risks due to rapid advances in generative AI code assistants. Live Grounding shows that while fears remain high, industry consensus shifts toward @@ -234453,8 +244023,8 @@ https://www.businessinsider.es/tecnologia/ingenieros-software-estan-aterrorizado v2_locations: - ai.md year: '2023' - addition_method: manual https://www.businessinsider.es/tecnologia/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162: + addition_method: manual ai_summary: Reportaje de carácter práctico que expone la incorporación intensiva de agentes de IA conversacional dentro del flujo de trabajo corporativo diario, ilustrando la aceleración de tareas de síntesis y redacción técnica. [SPANISH @@ -234478,8 +244048,8 @@ https://www.businessinsider.es/tecnologia/uso-chatgpt-50-70-veces-dia-ser-produc v2_locations: - chatgpt.md year: '2023' - addition_method: manual https://www.businessinsider.es/teletrabajar-perjudica-carrera-profesional-posibles-ascensos-1240782: + addition_method: manual content_hash: b30ae22bbb057a71eccec0756c976abf9fe9e8ce2a15fd13ea68e0a8de255c1e description: '' health_score: 100.0 @@ -234492,8 +244062,8 @@ https://www.businessinsider.es/teletrabajar-perjudica-carrera-profesional-posibl v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.businessinsider.es/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162: + addition_method: manual content_hash: 17b1967efe744b8a80dd54778fb0fab8125288ff0ce64ccf49f2e4e3a2ef37f1 description: '' health_score: 100.0 @@ -234505,8 +244075,8 @@ https://www.businessinsider.es/uso-chatgpt-50-70-veces-dia-ser-productivo-122816 v1_locations: - docs/chatgpt.md year: N/A - addition_method: manual https://www.busybox.net: + addition_method: manual ai_summary: BusyBox combines tiny versions of many common UNIX utilities into a single, highly optimized executable. It is the absolute cornerstone of minimalist container base images (such as Alpine Linux) and embedded environments, offering @@ -234534,8 +244104,8 @@ https://www.busybox.net: v2_locations: - linux.md year: N/A - addition_method: manual https://www.c-sharpcorner.com/article/20-git-commands-you-should-know: + addition_method: manual ai_summary: Lists 20 foundational Git commands necessary for daily development, covering initialization, log inspection, cherry-picking, and remote synchronization. This serves as a rapid cheat sheet for software developers scaling up their terminal @@ -234564,8 +244134,8 @@ https://www.c-sharpcorner.com/article/20-git-commands-you-should-know: v2_locations: - git.md year: N/A - addition_method: manual https://www.c-sharpcorner.com/article/comparing-aws-sql-server-with-azure-sql-database: + addition_method: manual content_hash: 052832bbf25978e01527a7794edadb09c51cda9b9d6020165e204794b5e07ddc description: '' health_score: 100.0 @@ -234581,8 +244151,8 @@ https://www.c-sharpcorner.com/article/comparing-aws-sql-server-with-azure-sql-da v2_locations: - azure.md year: N/A - addition_method: manual https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-for-remote-working: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -234598,8 +244168,8 @@ https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-for-remote-wor v2_locations: - visual-studio.md year: N/A - addition_method: manual https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-to-supercharge-git: + addition_method: manual content_hash: 429745187b7bf8aaa480f11823e9bdf7e2025b00c003bda16e7ded7eb846550a description: '' health_score: 100.0 @@ -234615,8 +244185,8 @@ https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-to-supercharge v2_locations: - visual-studio.md year: N/A - addition_method: manual https://www.c-sharpcorner.com/article/top-15-git-commands-with-examples-for-every-developers: + addition_method: manual ai_summary: Compiled handbook featuring 15 of the most widely applied terminal instructions in Git version tracking. Highlights commands ranging from dynamic diff displays to basic branch merging with practical code and parameter illustrations. @@ -234644,8 +244214,8 @@ https://www.c-sharpcorner.com/article/top-15-git-commands-with-examples-for-ever v2_locations: - git.md year: N/A - addition_method: manual https://www.c-sharpcorner.com/article/why-and-when-to-use-azure-functions: + addition_method: manual content_hash: 76c143196df9dce36c602ef87d172ac47e1ad4851cdf6ea9b2c563570adc0104 description: '' health_score: 100.0 @@ -234661,8 +244231,8 @@ https://www.c-sharpcorner.com/article/why-and-when-to-use-azure-functions: v2_locations: - serverless.md year: N/A - addition_method: manual https://www.c/blog/top-10-devops-tools: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -234676,8 +244246,8 @@ https://www.c/blog/top-10-devops-tools: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://www.calcalistech.com/ctechnews/article/s1mlpunf9: + addition_method: manual content_hash: 62ae08cf743d737ea83d6cafbef88327ef4141dd099dae42b24c94e682f67c81 description: '' health_score: 100.0 @@ -234693,8 +244263,8 @@ https://www.calcalistech.com/ctechnews/article/s1mlpunf9: v2_locations: - devops.md year: N/A - addition_method: manual https://www.callicoder.com/scaffolding-your-spring-boot-application: + addition_method: manual ai_summary: Tutorial detailing Spring Boot bootstrapping with Yeoman. While historic, modern scaffolding architectures like JHipster and Spring Initializr have entirely replaced Yeoman for microservice projects. @@ -234722,8 +244292,8 @@ https://www.callicoder.com/scaffolding-your-spring-boot-application: v2_locations: - scaffolding.md year: N/A - addition_method: manual https://www.canva.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -234737,8 +244307,8 @@ https://www.canva.com: v2_locations: - javascript.md year: N/A - addition_method: manual https://www.canva.dev/blog/engineering/supporting-gpu-accelerated-machine-learning-with-kubernetes-and-nix: + addition_method: manual content_hash: e3953b36653a99948b030e06bc8ff4eca5bec83a901b0d31b754fd2307c35e26 health_score: 100.0 last_checked: 1779130494.945546 @@ -234750,15 +244320,15 @@ https://www.canva.dev/blog/engineering/supporting-gpu-accelerated-machine-learni - docs/mlops.md v2_locations: - mlops.md - addition_method: manual https://www.capgemini.com/2016/05/assessing-state-of-your-devops-adoption-use-of-a-quality-blueprint-qbp: + addition_method: manual content_hash: 6fa41cfbd5f83ddae0072b38387243c3d2ec1b3310993e9608505ca14f6f2882 health_score: 100.0 last_checked: 1779030563.822811 v1_locations: - docs/devops.md - addition_method: manual https://www.catapultsystems.com/blogs/introducing-the-third-of-three-microsoft-clouds-azure: + addition_method: manual content_hash: 47a6fdda779377faaf059ff54fce038f100fb1cfda6938c47cd3c21024e0506a description: '' health_score: 100.0 @@ -234773,8 +244343,8 @@ https://www.catapultsystems.com/blogs/introducing-the-third-of-three-microsoft-c v2_locations: - azure.md year: N/A - addition_method: manual https://www.cbui.dev/every-company-has-an-old-production-aws-account: + addition_method: manual ai_summary: An exceptionally realistic post exploring the technical debt, security challenges, and social dynamics surrounding legacy, unmanaged cloud environments. The author details pragmatic strategies for containment and migration. Grounding @@ -234797,8 +244367,12 @@ https://www.cbui.dev/every-company-has-an-old-production-aws-account: v2_locations: - aws-architecture.md year: '2023' - addition_method: manual +https://www.ccohs.ca/oshanswers/ergonomics/shovel.html: + last_checked: 1780400585.971878 + score: 15 + status: FILTERED https://www.centos.org/cl-vs-cs: + addition_method: manual ai_summary: 'The official CentOS project guide clarifying the technical distinctions, release cadences, and build pipelines between the deprecated downstream CentOS Linux and the continuous-delivery upstream CentOS Stream. Double-Evidence: This @@ -234828,8 +244402,8 @@ https://www.centos.org/cl-vs-cs: v2_locations: - linux.md year: N/A - addition_method: manual https://www.cequence.ai/blog/owasp-api-security-top-10-from-a-real-world-perspective: + addition_method: manual ai_summary: An empirical review of API vulnerability vectors analyzed from real-world telemetry and live production incidents. The analysis contrasts theoretical OWASP taxonomy with operational realities, mapping common exploits to specific mitigation @@ -234856,8 +244430,8 @@ https://www.cequence.ai/blog/owasp-api-security-top-10-from-a-real-world-perspec v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.cerebras.ai: + addition_method: manual ai_summary: Architectural hub detailing wafer-scale AI processors built to tackle compute limits. Facilitates unprecedented deep-learning model execution with extreme localized bandwidth optimizations. @@ -234888,8 +244462,8 @@ https://www.cerebras.ai: - api.md - chatgpt.md year: N/A - addition_method: manual https://www.certace.com: + addition_method: manual content_hash: 7137f3a78d0686749fea6bfac05383e16e7fa607abd28a7d2dd81382a9c07d91 description: '' health_score: 100.0 @@ -234900,8 +244474,8 @@ https://www.certace.com: v1_locations: - docs/freelancing.md year: N/A - addition_method: manual https://www.certdepot.net/openshift-free-available-resources: + addition_method: manual content_hash: ef4e237e8b7846e679aac507fc1255aebd797a04b76079a36e7172e8e7a84d27 description: '' health_score: 100.0 @@ -234917,8 +244491,8 @@ https://www.certdepot.net/openshift-free-available-resources: v2_locations: - ocp3.md year: N/A - addition_method: manual https://www.chainguard.dev/unchained: + addition_method: manual ai_summary: A step-by-step implementation guide detailing how to verify signed container images within Amazon Elastic Container Service (ECS). It focuses on ensuring only validated, cryptographically-proven builds are scheduled to run on ECS clusters. @@ -234939,8 +244513,8 @@ https://www.chainguard.dev/unchained: v2_locations: - devsecops.md year: '2023' - addition_method: manual https://www.chakray.com/11-steps-achieving-successful-api-management-strategy: + addition_method: manual content_hash: 201deec95215a4bd310ab77d8a21d95dcb901ca7d774dd6f028315415cc69319 description: '' health_score: 100.0 @@ -234951,8 +244525,8 @@ https://www.chakray.com/11-steps-achieving-successful-api-management-strategy: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://www.chakray.com/api-strategy-how-to-create-an-api-marketplace: + addition_method: manual content_hash: d13988fd8cc78bc5225288ce068623aad37d52e78030bd05e82dab2ed8042f15 description: '' health_score: 100.0 @@ -234963,8 +244537,8 @@ https://www.chakray.com/api-strategy-how-to-create-an-api-marketplace: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://www.chakray.com/es/11-pasos-lograr-estrategia-api-management-exitosa: + addition_method: manual content_hash: a8225a67a241f0c1c4c36944ab7caa5003bff9f6f079b186660a94221f768ee3 description: '' health_score: 100.0 @@ -234975,8 +244549,8 @@ https://www.chakray.com/es/11-pasos-lograr-estrategia-api-management-exitosa: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://www.chakray.com/es/por-que-api-lifecycle-management-imprescindible-api-organizacion: + addition_method: manual content_hash: 9bc44511eaee09765a469b434e86b06954ad82e554667fe6021c661d7749a540 description: '' health_score: 100.0 @@ -234988,8 +244562,8 @@ https://www.chakray.com/es/por-que-api-lifecycle-management-imprescindible-api-o v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://www.chakray.com/why-api-lifecycle-management-is-must-organisation-apis: + addition_method: manual content_hash: 66ba93f2b57b4e6cba4017af7df4ece9e92fb738d7fc98d788e7a8891831ac86 description: '' health_score: 100.0 @@ -235001,8 +244575,8 @@ https://www.chakray.com/why-api-lifecycle-management-is-must-organisation-apis: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://www.chaossearch.io/blog/essential-devops-tools: + addition_method: manual content_hash: cd6b839a8e689cf2f60c23f96d145ab709d12aaeed044568b27a61a618cab080 description: '' health_score: 100.0 @@ -235018,8 +244592,8 @@ https://www.chaossearch.io/blog/essential-devops-tools: v2_locations: - devops.md year: N/A - addition_method: manual https://www.cheat-sheets.org: + addition_method: manual content_hash: c4129b383979b8f40299333db56584089338c9c759879b26a5649db3c5c7530a health_score: 100.0 last_checked: 1779032047.117527 @@ -235031,8 +244605,8 @@ https://www.cheat-sheets.org: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://www.cheatography.com/mikesac/cheat-sheets/maven: + addition_method: manual content_hash: d8c16e2641165639ccd2c9f092f0e7ee5a650b3338d6dc58a2d1ce9d1fc61e2c description: '' health_score: 100.0 @@ -235043,8 +244617,8 @@ https://www.cheatography.com/mikesac/cheat-sheets/maven: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://www.checklyhq.com: + addition_method: manual content_hash: 57d1be104d5c72d24db7dd83c25f37fd28ff9b4beb019c527cc62af85aa01717 description: '' health_score: 100.0 @@ -235060,8 +244634,8 @@ https://www.checklyhq.com: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.checkov.io: + addition_method: manual content_hash: 1a61cd26d2e9bc79820543c6f6a23e496d6ef40b35e51af892b31b294ba05964 description: '' health_score: 100.0 @@ -235077,8 +244651,8 @@ https://www.checkov.io: v2_locations: - securityascode.md year: N/A - addition_method: manual https://www.chef.io: + addition_method: manual content_hash: 9b410184902c6d2e49951cb9d4f26bb890cbf5fb9f8a1014703235c03607e9c6 description: '' health_score: 100.0 @@ -235094,8 +244668,8 @@ https://www.chef.io: v2_locations: - chef.md year: N/A - addition_method: manual https://www.chef.io/training/tutorials: + addition_method: manual content_hash: 6ed1e2dceb347a4a95dc31ac75078bb2d43ccab2cd4fd619f177aae644acd6d1 health_score: 100.0 last_checked: 1779130495.010927 @@ -235107,8 +244681,8 @@ https://www.chef.io/training/tutorials: - docs/chef.md v2_locations: - chef.md - addition_method: manual https://www.cio.com/article/194093/agile-vs-waterfall-project-methodologies-compared.html: + addition_method: manual content_hash: a7de12a9632625f4f4b63b7bfa583b51a8d6f795c1b2a897df36d91b92cae261 health_score: 100.0 last_checked: 1779130494.982737 @@ -235120,8 +244694,8 @@ https://www.cio.com/article/194093/agile-vs-waterfall-project-methodologies-comp - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://www.cio.com/article/220351/what-is-noops-the-quest-for-fully-automated-it-operations.html: + addition_method: manual content_hash: 699c2f527ac51efc358073a017b3bf8e17b84832c25224770dbc83a9c4d022e9 health_score: 100.0 last_checked: 1779130494.955425 @@ -235133,8 +244707,8 @@ https://www.cio.com/article/220351/what-is-noops-the-quest-for-fully-automated-i - docs/noops.md v2_locations: - noops.md - addition_method: manual https://www.cio.com/article/3407714/what-is-noops-the-quest-for-fully-automated-it-operations.html: + addition_method: manual content_hash: 6388a5458c9c346b82a92439701a137dd74085e5fd74f7e63eae8a0dc140a332 description: '' health_score: 100.0 @@ -235145,8 +244719,8 @@ https://www.cio.com/article/3407714/what-is-noops-the-quest-for-fully-automated- v1_locations: - docs/noops.md year: N/A - addition_method: manual https://www.cio.com/article/350337/make-better-ai-infrastructure-decisions-why-hybrid-cloud-is-a-solid-fit.html: + addition_method: manual ai_summary: Curator Insight discusses why a hybrid cloud footprint remains the most strategic deployment vector for enterprise artificial intelligence. Live Grounding demonstrates how hybrid models protect intellectual property, manage regulatory @@ -235175,8 +244749,8 @@ https://www.cio.com/article/350337/make-better-ai-infrastructure-decisions-why-h v2_locations: - ai.md year: N/A - addition_method: manual https://www.cio.com/article/3584559/agile-vs-waterfall-project-methodologies-compared.html: + addition_method: manual content_hash: 9e7713838d1303a1ee9ddfc86ad1d161063f0366687fe9dcc935a76aa313533d description: '' health_score: 100.0 @@ -235187,8 +244761,8 @@ https://www.cio.com/article/3584559/agile-vs-waterfall-project-methodologies-com v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.circonus.com/2020/09/guide-to-kubernetes-monitoring-part-1: + addition_method: manual ai_summary: Part one of a introductory series detailing the evolution of Kubernetes observability. Outlines how pull-based metrics scrape architectures operate and explains why traditional host-centric monitoring fails in containerized runtime @@ -235215,8 +244789,8 @@ https://www.circonus.com/2020/09/guide-to-kubernetes-monitoring-part-1: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.circonus.com/2020/12/12-critical-kubernetes-health-conditions-you-need-to-monitor-and-why: + addition_method: manual ai_summary: An alternative perspective highlighting twelve crucial Kubernetes metrics. Explains why etcd leader election loss, system OOMs, and PVC storage saturation require high-priority automated alerts. @@ -235243,9 +244817,9 @@ https://www.circonus.com/2020/12/12-critical-kubernetes-health-conditions-you-ne v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual ? https://www.circonus.com/2021/01/guide-to-monitoring-kubernetes-part-2-which-metrics-and-health-conditions-you-should-be-monitoring -: content_hash: 6a02b3646cb284e8ff9f4b4c95e857c4f48d604e39db9702bd50d3606703fbf2 +: addition_method: manual + content_hash: 6a02b3646cb284e8ff9f4b4c95e857c4f48d604e39db9702bd50d3606703fbf2 description: '' health_score: 100.0 last_checked: 1779031543.733224 @@ -235255,8 +244829,8 @@ https://www.circonus.com/2020/12/12-critical-kubernetes-health-conditions-you-ne v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://www.circonus.com/2021/04/monitoring-for-success-what-all-sres-need-to-know: + addition_method: manual ai_summary: A deep technical evaluation of telemetry and metric requirements for SRE. Discusses the selection of appropriate service objectives and data collection frequencies. @@ -235282,8 +244856,8 @@ https://www.circonus.com/2021/04/monitoring-for-success-what-all-sres-need-to-kn v2_locations: - sre.md year: N/A - addition_method: manual https://www.cisecurity.org/insights/blog/where-does-zero-trust-begin-and-why-is-it-important: + addition_method: manual ai_summary: An architectural primer outlining the foundational structures of the Zero-Trust security paradigm. Discusses the fundamental shift from perimeter security to identity-oriented verification, detailing the practical integration of context-driven @@ -235313,8 +244887,8 @@ https://www.cisecurity.org/insights/blog/where-does-zero-trust-begin-and-why-is- v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.civo.com/academy: + addition_method: manual content_hash: 4721b2cde7c28a4d955c737bff7a2c9d4e9214cd34e24824e98ea434223ce2ee description: '' health_score: 100.0 @@ -235330,8 +244904,8 @@ https://www.civo.com/academy: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://www.civo.com/blog/k8s-vs-k3s: + addition_method: manual content_hash: 76a002c79346bf1a50173d8e176bb9e158a27bb3ee9a612505e8d6ad026a3e5c description: '' health_score: 100.0 @@ -235347,8 +244921,8 @@ https://www.civo.com/blog/k8s-vs-k3s: v2_locations: - rancher.md year: N/A - addition_method: manual https://www.civo.com/learn: + addition_method: manual content_hash: 0720b93f280dacda350e4a0b5836df106eb7f9930bed33f5f6327ff3c0923d98 health_score: 100.0 last_checked: 1779130494.991102 @@ -235361,15 +244935,15 @@ https://www.civo.com/learn: v2_locations: - pulumi.md - yaml.md - addition_method: manual https://www.civo.com/learn/deployments-without-yaml-using-ketch: + addition_method: manual content_hash: 6f230bb9d36bbfc040e3cad2eabf6f81ba866b26e01d3f3ac480e211911784fa health_score: 100.0 last_checked: 1779032576.789804 v1_locations: - docs/yaml.md - addition_method: manual https://www.civo.com/learn/get-up-and-running-with-kubeflow-on-civo-kubernetes: + addition_method: manual content_hash: 49e8481c6eab35f5e7bb83a741210da28e6b2afe28227d5a4d56817be328af12 description: '' health_score: 100.0 @@ -235385,8 +244959,8 @@ https://www.civo.com/learn/get-up-and-running-with-kubeflow-on-civo-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.civo.com/learn/kubernetes-clusters-using-the-civo-pulumi-provider: + addition_method: manual content_hash: 6f230bb9d36bbfc040e3cad2eabf6f81ba866b26e01d3f3ac480e211911784fa description: '' health_score: 100.0 @@ -235397,8 +244971,8 @@ https://www.civo.com/learn/kubernetes-clusters-using-the-civo-pulumi-provider: v1_locations: - docs/pulumi.md year: N/A - addition_method: manual https://www.claydesk.com/ecampus/google-cloud-app-engine-vs-red-hat: + addition_method: manual content_hash: b0431efd4dcacfca1fc4e1963ad6b35c0d54b6125b4c40009ede53a6b6fe186c description: '' health_score: 100.0 @@ -235413,8 +244987,8 @@ https://www.claydesk.com/ecampus/google-cloud-app-engine-vs-red-hat: v2_locations: - ocp3.md year: N/A - addition_method: manual https://www.clickittech.com/aws/amazon-ecs-vs-eks: + addition_method: manual content_hash: abb89343780aace3e960c8d9940b76a5f9aae223a54e661604818e84f28b84cf description: '' health_score: 100.0 @@ -235426,8 +245000,8 @@ https://www.clickittech.com/aws/amazon-ecs-vs-eks: - docs/aws-containers.md - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.clickittech.com/cloud-services/amazon-ecs-vs-eks: + addition_method: manual ai_summary: A comparative evaluation of AWS ECS and EKS architectures, evaluating setup speed, configuration overhead, and native AWS integrations. Perfect for planning engineering transitions from basic container platforms to complex, scalable @@ -235452,8 +245026,8 @@ https://www.clickittech.com/cloud-services/amazon-ecs-vs-eks: - aws-containers.md - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.clickittech.com/devops/ci-cd-best-practices: + addition_method: manual ai_summary: 'Curator Insight: Targets highly regulated sector constraints within continuous software integration pipelines. Live Grounding: Explores compliance logging, SOC2 control checkpoints, auditability, and automated vulnerability scanning. @@ -235482,8 +245056,8 @@ https://www.clickittech.com/devops/ci-cd-best-practices: v2_locations: - cicd.md year: N/A - addition_method: manual https://www.clickittech.com/devops/docker-security-best-practices: + addition_method: manual content_hash: a84f03db9708805d91552ccb6538090e1955a328679c09135149a507cf3e093b description: '' health_score: 100.0 @@ -235500,8 +245074,8 @@ https://www.clickittech.com/devops/docker-security-best-practices: v2_locations: - docker.md year: N/A - addition_method: manual https://www.clickittech.com/devops/infrastructure-as-code-tools: + addition_method: manual content_hash: 49579b30fc9e4ade02214b3c8b55375ee6fd720fe880e0ba6f41d9d30881d41c description: '' health_score: 100.0 @@ -235518,8 +245092,8 @@ https://www.clickittech.com/devops/infrastructure-as-code-tools: v2_locations: - iac.md year: N/A - addition_method: manual https://www.clickittech.com/devops/kubernetes-autoscaling: + addition_method: manual content_hash: 90f61731d43c8e05def57d20c91222004f4a6fddede665215adaf592bb486e1c description: '' health_score: 100.0 @@ -235535,8 +245109,8 @@ https://www.clickittech.com/devops/kubernetes-autoscaling: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.clickittech.com/devops/kubernetes-multi-tenancy: + addition_method: manual ai_summary: This guide details patterns for sharing an EKS cluster among multiple tenants safely. It highlights namespace isolation, network policies, IAM Roles for Service Accounts (IRSA), and resource quotas designed to secure isolated developer @@ -235561,8 +245135,8 @@ https://www.clickittech.com/devops/kubernetes-multi-tenancy: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.clickittech.com/devops/microservices-vs-monolith: + addition_method: manual ai_summary: 'Curator Insight: Comparative analysis detailing performance, maintenance, scaling capabilities, and costs associated with monolithic and microservices structures. Live Grounding: Provides objective framework-driven tables to help decision-makers @@ -235590,8 +245164,8 @@ https://www.clickittech.com/devops/microservices-vs-monolith: v2_locations: - faq.md year: N/A - addition_method: manual https://www.clickittech.com/devops/terraform-vs-cloudformation: + addition_method: manual content_hash: 6a241823e582520b47f5ae6c6c06e7f6d0b5e4d40c345c5446e5366250da0c04 description: '' health_score: 100.0 @@ -235607,8 +245181,8 @@ https://www.clickittech.com/devops/terraform-vs-cloudformation: v2_locations: - iac.md year: N/A - addition_method: manual https://www.clickittech.com/devops/what-is-gitops: + addition_method: manual content_hash: 453c1513e81ee1f448efe4c662947e6d3f961abe47bc86363214b86cf17a9242 description: '' health_score: 100.0 @@ -235624,8 +245198,8 @@ https://www.clickittech.com/devops/what-is-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.clickittech.com/saas/kubernetes-multi-tenancy: + addition_method: manual content_hash: b11c35f92f428e8c4b42b516833dbf6ef27ea3dccdc72cc20eae9ea507640bfe description: '' health_score: 100.0 @@ -235637,8 +245211,8 @@ https://www.clickittech.com/saas/kubernetes-multi-tenancy: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.climagic.org: + addition_method: manual ai_summary: A community repository containing practical, exotic, and daily CLI tricks. Serving as a continuous stream of shell wisdom, it focuses on simplifying advanced UNIX command architectures. @@ -235664,8 +245238,8 @@ https://www.climagic.org: v2_locations: - linux.md year: '2024' - addition_method: manual https://www.cloud-architect.fr/2022/01/19/az-cheatsheet-become-an-expert-in-azure-landing-zones: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -235679,8 +245253,8 @@ https://www.cloud-architect.fr/2022/01/19/az-cheatsheet-become-an-expert-in-azur v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.cloudbees.com: + addition_method: manual content_hash: 1ab67f70dd0cec9e809d94f5781faa0a2a282610d9735e7acb6959ba1fcc905f description: '' health_score: 100.0 @@ -235696,8 +245270,8 @@ https://www.cloudbees.com: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/blog: + addition_method: manual content_hash: f50f4bf6730231c5bbb544b3c3a903d6fd853bb71e54099d2309fe9c024b3012 health_score: 100.0 last_checked: 1779130495.014343 @@ -235709,8 +245283,8 @@ https://www.cloudbees.com/blog: - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://www.cloudbees.com/blog/13-git-commands-to-know-in-order: + addition_method: manual content_hash: 1a7e5fc3106b8a0483b61d71730740c341c221158ab3dea885ce8f0eb8df20e5 description: '' health_score: 100.0 @@ -235721,8 +245295,8 @@ https://www.cloudbees.com/blog/13-git-commands-to-know-in-order: v1_locations: - docs/git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/apm-tools-jenkins-performance: + addition_method: manual content_hash: 1fa5211c5efce3756f77b92a3f57fda718013330a9926a3997ed51ba88660707 description: '' health_score: 100.0 @@ -235739,8 +245313,8 @@ https://www.cloudbees.com/blog/apm-tools-jenkins-performance: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/application-performance-monitoring-tools: + addition_method: manual content_hash: 32b57c88e9d5eb9595acbcbb7fb2e022163c5b624f56598ca4576ca27ba4c235 description: '' health_score: 100.0 @@ -235757,8 +245331,8 @@ https://www.cloudbees.com/blog/application-performance-monitoring-tools: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/asynchronous-communication: + addition_method: manual content_hash: 77b69cda5ef90f0d832ffff2a8fdbbc76c39fcfe4f189d6005dfd4bcec6e5c3c description: '' health_score: 100.0 @@ -235769,8 +245343,8 @@ https://www.cloudbees.com/blog/asynchronous-communication: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/asynchronous-development: + addition_method: manual content_hash: 7dc9ec5efb6b1fca39c163ab70731449af3da40ca19788cd76e2bc1178a887c7 health_score: 100.0 last_checked: 1779130494.993876 @@ -235782,8 +245356,8 @@ https://www.cloudbees.com/blog/asynchronous-development: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://www.cloudbees.com/blog/automated-build-deploy-feedback-using-instana: + addition_method: manual content_hash: 74105ce17f8328e4e595eb8ff1c615691be5a491cdcccc9b2a0bcc8bd13501d7 description: '' health_score: 100.0 @@ -235800,8 +245374,8 @@ https://www.cloudbees.com/blog/automated-build-deploy-feedback-using-instana: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/beginners-guide-to-continuous-integration-and-deployment: + addition_method: manual content_hash: dc8e098f8c39f0b72d9844449fb160a76b1cebf793e3ba8a13f8e3237ea7116c health_score: 100.0 last_checked: 1779130494.948069 @@ -235813,8 +245387,8 @@ https://www.cloudbees.com/blog/beginners-guide-to-continuous-integration-and-dep - docs/databases.md v2_locations: - databases.md - addition_method: manual https://www.cloudbees.com/blog/change-management-in-production: + addition_method: manual ai_summary: Details the operational intersection of feature flags and traditional ITIL/Change Management. Demonstrates how audit trails, runtime permissions, and automated target rollouts maintain strict production stability while offering @@ -235842,8 +245416,8 @@ https://www.cloudbees.com/blog/change-management-in-production: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/ci-cd-pipeline: + addition_method: manual ai_summary: 'Curator Insight: Outlines the essential build blocks of a secure, enterprise-ready continuous delivery system. Live Grounding: Analyzes pipeline stages from code commit triggers to environment artifact promotion. Best for validating existing @@ -235871,8 +245445,8 @@ https://www.cloudbees.com/blog/ci-cd-pipeline: v2_locations: - cicd.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/cicd-tools-to-know-2021: + addition_method: manual ai_summary: A comparison of baseline CI/CD options focusing on legacy and cloud-native systems. It contrasts the architecture of Jenkins, GitLab CI, and CloudBees, providing a foundational frame of reference before modern GitOps practices took precedence. @@ -235900,8 +245474,8 @@ https://www.cloudbees.com/blog/cicd-tools-to-know-2021: v2_locations: - cicd.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/configuration-as-code-plugin-support: + addition_method: manual content_hash: f0e6504c9099bad82e044b1c16abf7fd0d5f630f6638a323909862dea5901c2f description: '' health_score: 100.0 @@ -235917,8 +245491,8 @@ https://www.cloudbees.com/blog/configuration-as-code-plugin-support: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/database-continuous-integration: + addition_method: manual content_hash: 2b449d4f2d38f3242f898733e4cb72612b8e87e1740130f079bea64abe13b22a description: '' health_score: 100.0 @@ -235929,8 +245503,8 @@ https://www.cloudbees.com/blog/database-continuous-integration: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/enterprise-jvm-administration-and-jenkins-performance: + addition_method: manual content_hash: 6627267aa7578e25114c898280734b0dbeadb3c7bd4ebd74f7d12f119918d4f4 description: '' health_score: 100.0 @@ -235946,8 +245520,8 @@ https://www.cloudbees.com/blog/enterprise-jvm-administration-and-jenkins-perform v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/feature-flag-lifecycle: + addition_method: manual ai_summary: Provides an engineering framework for managing the complete lifecycle of a feature flag. Covers creation, local developer testing, target validation in staging, production rollout, and the mandatory post-release cleanup phase to @@ -235976,8 +245550,8 @@ https://www.cloudbees.com/blog/feature-flag-lifecycle: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity: + addition_method: manual ai_summary: Explores how integrating feature flags into testing lifecycles boosts productivity by isolating code changes. Details strategies for running live production tests safely without exposing experimental logic to the general user base. @@ -236004,8 +245578,8 @@ https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/getting-started-quickly-with-ansible-ad-hoc-commands: + addition_method: manual content_hash: 05bbf723b43cfcc1550d6c8898e66c9a1c25a87cd3578bee7a0c4fac20992232 description: '' health_score: 100.0 @@ -236021,8 +245595,8 @@ https://www.cloudbees.com/blog/getting-started-quickly-with-ansible-ad-hoc-comma v2_locations: - ansible.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/git-commit-detailed-tutorial-on-saving-your-code: + addition_method: manual ai_summary: A structured deep dive into the 13 most critical Git commands mapped to their logical position in the code deployment lifecycle. The tutorial breaks down repository indexing, branching, and commit management with explicit terminal @@ -236045,8 +245619,8 @@ https://www.cloudbees.com/blog/git-commit-detailed-tutorial-on-saving-your-code: v2_locations: - git.md year: '2021' - addition_method: manual https://www.cloudbees.com/blog/git-pull-how-it-works-with-detailed-examples: + addition_method: manual ai_summary: Deconstructs the mechanics of 'git pull' as a composite operation of 'git fetch' followed by either 'git merge' or 'git rebase'. The article uses visual flow diagrams to explain divergence resolution, fast-forwarding, and best practices @@ -236075,8 +245649,8 @@ https://www.cloudbees.com/blog/git-pull-how-it-works-with-detailed-examples: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/git-push-an-in-depth-tutorial-with-examples: + addition_method: manual ai_summary: A comprehensive guide analyzing the technical layers of transferring local branch updates to remote repositories. It covers upstream configuration, tracking branch architectures, force-pushing safety guidelines, and resolving @@ -236105,8 +245679,8 @@ https://www.cloudbees.com/blog/git-push-an-in-depth-tutorial-with-examples: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/git-reset-undo-changes: + addition_method: manual ai_summary: Demystifies the core differences between '--soft', '--mixed', and '--hard' reset operations in Git. By mapping how resets affect the HEAD pointer, the index, and the working directory, this guide provides solid strategies for safe rollback @@ -236135,8 +245709,8 @@ https://www.cloudbees.com/blog/git-reset-undo-changes: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/git-squash-how-to-condense-your-commit-history: + addition_method: manual ai_summary: Architect-focused guide to maintaining a linear, clean history via squashing. It covers the technical mechanics of merging multiple development commits into a single cohesive unit before merging into trunk, a foundational practice for @@ -236165,8 +245739,8 @@ https://www.cloudbees.com/blog/git-squash-how-to-condense-your-commit-history: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/grow-cd-maturity: + addition_method: manual content_hash: 6baf7bcf10a248eaca07b4f16b09ae99ce52c25c64270e6b23679e36a8956e03 description: '' health_score: 100.0 @@ -236177,8 +245751,8 @@ https://www.cloudbees.com/blog/grow-cd-maturity: v1_locations: - docs/git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/how-disable-code-developers-production-kill-switch: + addition_method: manual content_hash: f0c664009d8862453ebd41f01b177432ac95ca39c788f6bc5d1ae98c6316ffd8 description: '' health_score: 100.0 @@ -236194,8 +245768,8 @@ https://www.cloudbees.com/blog/how-disable-code-developers-production-kill-switc v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/how-feature-flags-help-you-put-customers-first: + addition_method: manual ai_summary: Describes how integrating a feature-management engine into a classic CI/CD pipeline shifts focus from raw delivery to end-user outcomes. Emphasizes targeted beta testing, feedback collection, and on-demand customer-facing flag @@ -236217,8 +245791,8 @@ https://www.cloudbees.com/blog/how-feature-flags-help-you-put-customers-first: v2_locations: - git.md year: '2020' - addition_method: manual https://www.cloudbees.com/blog/how-speed-software-development-build-test-acceleration-tools: + addition_method: manual content_hash: 484792ab15a6bd328e937136e96c2cbe00afaf1db0852ce864d9a51b94b81eec description: '' health_score: 100.0 @@ -236229,8 +245803,8 @@ https://www.cloudbees.com/blog/how-speed-software-development-build-test-acceler v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/how-to-build-the-process-and-culture-behind-using-feature-flags-at-scale: + addition_method: manual ai_summary: A deep dive into scale management and governance around feature flags. Discusses the culture, runtime safety, and organizational processes needed to progress from ad-hoc developer usage to enterprise-grade Continuous Delivery maturity. @@ -236251,8 +245825,8 @@ https://www.cloudbees.com/blog/how-to-build-the-process-and-culture-behind-using v2_locations: - git.md year: '2021' - addition_method: manual https://www.cloudbees.com/blog/how-to-nail-devops-governance-and-compliance-in-a-highly-regulated-industry: + addition_method: manual content_hash: 314100fd2ab0bd3d1def1a38758c4e1a11a49dc56c1750248fba9a3f8f016f6b description: '' health_score: 100.0 @@ -236269,8 +245843,8 @@ https://www.cloudbees.com/blog/how-to-nail-devops-governance-and-compliance-in-a v2_locations: - devops.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/most-common-issues-scaling-jenkins: + addition_method: manual content_hash: 759a4591bfc49ee1fd651ee29cb08bc307f9ce5cc4133a9931dc0abf1e982f37 description: '' health_score: 100.0 @@ -236287,8 +245861,8 @@ https://www.cloudbees.com/blog/most-common-issues-scaling-jenkins: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/rollout-tutorial-feature-flagging-your-react-native-app-5-minutes: + addition_method: manual content_hash: 21b4b066aecd4afc2e2aaa9a1d562d940d28cfff494546203c5274f4f546498d health_score: 100.0 last_checked: 1779130494.937709 @@ -236300,8 +245874,8 @@ https://www.cloudbees.com/blog/rollout-tutorial-feature-flagging-your-react-nati - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://www.cloudbees.com/blog/the-importance-of-feature-flags-in-cicd: + addition_method: manual content_hash: 8406e06aa995f893b05da9e6ff56056360896755b76adda73fdedfaddccbc7c9 description: '' health_score: 100.0 @@ -236312,8 +245886,8 @@ https://www.cloudbees.com/blog/the-importance-of-feature-flags-in-cicd: v1_locations: - docs/git.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/tips-creating-successful-cicd-pipeline: + addition_method: manual ai_summary: 'Curator Insight: Distilled architectural rules for creating resilient, fast, and scalable integration pipelines. Live Grounding: Focuses on trunk-based development, early artifact creation, and environmental parity. Helps engineering @@ -236341,8 +245915,8 @@ https://www.cloudbees.com/blog/tips-creating-successful-cicd-pipeline: v2_locations: - cicd.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/top-10-best-practices-jenkins-pipeline-plugin: + addition_method: manual content_hash: 49665a497c648ddf3ef1f14c5d9f3d3fc1e67a2202bf2714915ff7ead6ed5391 description: '' health_score: 100.0 @@ -236358,8 +245932,8 @@ https://www.cloudbees.com/blog/top-10-best-practices-jenkins-pipeline-plugin: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/using-predictive-analytics-to-show-adding-more-people: + addition_method: manual content_hash: 3fc5ecf5e429305d4a591ba0747dbb9d37f6dbcb58bf2a2a24cb7536a5e8feae description: '' health_score: 100.0 @@ -236376,8 +245950,8 @@ https://www.cloudbees.com/blog/using-predictive-analytics-to-show-adding-more-pe v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.cloudbees.com/blog/your-jenkins-slow-how-to-fix: + addition_method: manual content_hash: 7f62ded9da31ad2888cce85eaef5894a4b281e161ccff7bfe034f5de79c7370e description: '' health_score: 100.0 @@ -236393,8 +245967,8 @@ https://www.cloudbees.com/blog/your-jenkins-slow-how-to-fix: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/capabilities/continuous-delivery: + addition_method: manual health_score: 100.0 last_checked: 1779130494.98539 status: online @@ -236406,8 +245980,8 @@ https://www.cloudbees.com/capabilities/continuous-delivery: v2_locations: - jenkins.md - jenkins-alternatives.md - addition_method: manual https://www.cloudbees.com/case-study/petdesk: + addition_method: manual content_hash: 2910ef1c31381fd3aeffc42831ec26ffc59ecd89cb280d37ca97c60c5a9b5a4a description: '' health_score: 100.0 @@ -236419,8 +245993,8 @@ https://www.cloudbees.com/case-study/petdesk: v1_locations: - docs/git.md year: N/A - addition_method: manual https://www.cloudbees.com/customers/petdesk: + addition_method: manual ai_summary: A client case study highlighting how veterinary platform PetDesk integrated feature flagging into their deployment lifecycle. Demonstrates how isolating major software updates mitigated risks, resulting in zero downtime and reduced stressful @@ -236444,8 +246018,8 @@ https://www.cloudbees.com/customers/petdesk: v2_locations: - git.md year: '2021' - addition_method: manual https://www.cloudbees.com/gitops/what-is-gitops: + addition_method: manual content_hash: 9e1ad31f7804c560e49beb96532474094da2bd8feb0e0f84620d78b86fd863d4 description: '' health_score: 100.0 @@ -236461,8 +246035,8 @@ https://www.cloudbees.com/gitops/what-is-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.cloudbees.com/jenkins-x/what-is-jenkins-x: + addition_method: manual content_hash: 8e31b7e8d61fcd30772caeed7a36eb0d9a9b4ba7cf9309e56354e327493ceb60 description: '' health_score: 100.0 @@ -236473,8 +246047,8 @@ https://www.cloudbees.com/jenkins-x/what-is-jenkins-x: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://www.cloudbees.com/products/accelerator/overview: + addition_method: manual content_hash: 1ab67f70dd0cec9e809d94f5781faa0a2a282610d9735e7acb6959ba1fcc905f description: '' health_score: 100.0 @@ -236485,8 +246059,8 @@ https://www.cloudbees.com/products/accelerator/overview: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/products/flow/overview: + addition_method: manual content_hash: 3754b2c854e303ad043388b3041901437cfc9e4dd7b26ed42f1ab93d6a6ed94f description: '' health_score: 100.0 @@ -236498,8 +246072,8 @@ https://www.cloudbees.com/products/flow/overview: - docs/jenkins-alternatives.md - docs/jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/resource/whitepaper/jenkins-pipeline-plugins: + addition_method: manual content_hash: fd8ce240c9a8ba84fcc822e134812f61232cb51f06b77871072ec77bce808fd0 description: '' health_score: 100.0 @@ -236515,8 +246089,8 @@ https://www.cloudbees.com/resource/whitepaper/jenkins-pipeline-plugins: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/videos/jenkins-template-pipeline-devsecops: + addition_method: manual content_hash: 2dc9104d36b8d8f7ebb0e9112e6305c03eec68a5d197cf2ec5449bc679bac987 description: '' health_score: 100.0 @@ -236533,8 +246107,8 @@ https://www.cloudbees.com/videos/jenkins-template-pipeline-devsecops: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.cloudbees.com/whitepapers/building-cloud-native-apps-painlessly: + addition_method: manual content_hash: 4691afb9db15f60f3cd33cc32ca32579c1ff884bfb85606cfd3230bb4126a789 health_score: 100.0 last_checked: 1779130494.999098 @@ -236546,8 +246120,8 @@ https://www.cloudbees.com/whitepapers/building-cloud-native-apps-painlessly: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://www.cloudcatalog.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236562,8 +246136,8 @@ https://www.cloudcatalog.dev: - aws-tools-scripts.md - index.md year: N/A - addition_method: manual https://www.cloudcraft.co: + addition_method: manual content_hash: fbdf5d9a2ec0c3715a5740691ba4e4867c47f9d50c7819207924f749f30862b0 health_score: 100.0 last_checked: 1779130495.031196 @@ -236574,8 +246148,8 @@ https://www.cloudcraft.co: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://www.cloudera.com/blog.html: + addition_method: manual ai_summary: Analyzes the scaling behaviors of consumer groups in Apache Kafka. Outlines dynamic partition rebalancing algorithms, protocol designs, and strategies to minimize processing lag in active networks. @@ -236596,8 +246170,8 @@ https://www.cloudera.com/blog.html: v2_locations: - message-queue.md year: '2021' - addition_method: manual https://www.cloudflare.com: + addition_method: manual content_hash: 26b34bd8859f0f0723a757a12c7d9d1b6222ba1b7642d33a261a4f8e27f1fdbb description: '' health_score: 100.0 @@ -236613,8 +246187,8 @@ https://www.cloudflare.com: v2_locations: - cloudflare.md year: N/A - addition_method: manual https://www.cloudflare.com/learning/serverless/glossary/what-is-edge-computing: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236628,8 +246202,8 @@ https://www.cloudflare.com/learning/serverless/glossary/what-is-edge-computing: v2_locations: - edge-computing.md year: N/A - addition_method: manual https://www.cloudinsidr.com/content/how-to-restore-your-instance-data-from-a-backup-using-snapshots-on-aws-ec2ebs: + addition_method: manual content_hash: 4cd304f7a0e30bf990e162e91d60a07d829aa92c6d66c686c0b834b2707229fc description: '' health_score: 100.0 @@ -236645,8 +246219,8 @@ https://www.cloudinsidr.com/content/how-to-restore-your-instance-data-from-a-bac v2_locations: - aws-backup.md year: N/A - addition_method: manual https://www.cloudnativedeepdive.com/implementing-istio-from-start-to-finish: + addition_method: manual ai_summary: An implementation guide mapping out the lifecycle steps required to deploy, secure, and operate an Istio service mesh in enterprise environments. It provides structured insights on handling namespace injection, ambient mesh @@ -236680,8 +246254,8 @@ https://www.cloudnativedeepdive.com/implementing-istio-from-start-to-finish: - servicemesh.md - kubernetes-tutorials.md year: N/A - addition_method: manual https://www.cloudnativedeepdive.com/sharing-a-nvidia-gpu-between-pods-in-kubernetes: + addition_method: manual ai_summary: Explores the technicalities of sharing physical NVIDIA GPUs among multiple Pods in Kubernetes. Covers GPU fractional slicing, Multi-Instance GPU (MIG) strategies, and workload optimization for ML/AI clusters. @@ -236712,8 +246286,8 @@ https://www.cloudnativedeepdive.com/sharing-a-nvidia-gpu-between-pods-in-kuberne - kubernetes-operators-controllers.md - kubernetes-tools.md year: N/A - addition_method: manual https://www.cloudnatively.com/kubernetes-client-tools-overview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236727,8 +246301,8 @@ https://www.cloudnatively.com/kubernetes-client-tools-overview: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.cloudnatively.com/kubernetes-hpa-explanation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236742,8 +246316,8 @@ https://www.cloudnatively.com/kubernetes-hpa-explanation: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.cloudnatively.com/stateful-apps-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236757,8 +246331,8 @@ https://www.cloudnatively.com/stateful-apps-on-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cloudnowtech.com/blog/kubernetes-vs-serverless-how-do-you-choose: + addition_method: manual content_hash: 97fe453eac222fce2f5ac7b442799220f267c19a6eb65cb7d0ed4917516e19a9 description: '' health_score: 100.0 @@ -236774,8 +246348,8 @@ https://www.cloudnowtech.com/blog/kubernetes-vs-serverless-how-do-you-choose: v2_locations: - serverless.md year: N/A - addition_method: manual https://www.cloudops.com/blog/comparing-service-meshes-istio-linkerd-and-consul-connect-citrix-adc: + addition_method: manual content_hash: 63dcca6b0fcc2dd3fbacdbd91b73e802c5d1df41c1001879f736bf786d5c8a0d description: '' health_score: 100.0 @@ -236792,8 +246366,8 @@ https://www.cloudops.com/blog/comparing-service-meshes-istio-linkerd-and-consul- v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.cloudquery.io: + addition_method: manual ai_summary: An open-source cloud asset inventory tool that transforms infrastructure metadata into queryable SQL databases. By decoupling extraction (APIs) from storage (PostgreSQL, ClickHouse), it enables security and platform teams to perform advanced @@ -236822,8 +246396,8 @@ https://www.cloudquery.io: v2_locations: - cloud-asset-inventory.md year: N/A - addition_method: manual https://www.cloudquery.io/blog/announcing-cloudquery-terraform-drift-detection: + addition_method: manual content_hash: 52564dcfc400a749e50b113553850f00c4216231ab86bebc9bd92636ffb4ba45 description: '' health_score: 100.0 @@ -236839,8 +246413,8 @@ https://www.cloudquery.io/blog/announcing-cloudquery-terraform-drift-detection: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.cloudquery.io/blog/open-source-cloud-asset-inventory-with-cloudquery-and-grafana: + addition_method: manual content_hash: 1a4d49b9e69dcae534d1a7cc466241d5f6eb430cf80425d790565313cd8c488a description: '' health_score: 100.0 @@ -236852,8 +246426,8 @@ https://www.cloudquery.io/blog/open-source-cloud-asset-inventory-with-cloudquery v1_locations: - docs/cloud-asset-inventory.md year: N/A - addition_method: manual https://www.cloudquery.io/learning-center/cloud-asset-management: + addition_method: manual ai_summary: A hands-on deployment guide detailing how to build a unified cloud-native asset inventory. It guides architects through configuring CloudQuery pipelines to extract multi-cloud metadata and visualize security posture and infrastructure @@ -236876,8 +246450,8 @@ https://www.cloudquery.io/learning-center/cloud-asset-management: v2_locations: - cloud-asset-inventory.md year: '2023' - addition_method: manual https://www.cloudsavvyit.com/10110/how-does-kubernetes-work: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236891,8 +246465,8 @@ https://www.cloudsavvyit.com/10110/how-does-kubernetes-work: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/12277/how-to-use-multi-threaded-processing-in-bash-scripts: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236906,8 +246480,8 @@ https://www.cloudsavvyit.com/12277/how-to-use-multi-threaded-processing-in-bash- v2_locations: - linux.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/13024/how-to-run-your-own-kubernetes-cluster-with-microk8s: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236921,8 +246495,8 @@ https://www.cloudsavvyit.com/13024/how-to-run-your-own-kubernetes-cluster-with-m v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/13039/how-to-scale-docker-containers-across-servers-using-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236936,8 +246510,8 @@ https://www.cloudsavvyit.com/13039/how-to-scale-docker-containers-across-servers v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/13049/what-is-docker-swarm-mode-and-when-should-you-use-it: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236951,8 +246525,8 @@ https://www.cloudsavvyit.com/13049/what-is-docker-swarm-mode-and-when-should-you v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/13092/is-rocky-linux-the-new-centos: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236966,8 +246540,8 @@ https://www.cloudsavvyit.com/13092/is-rocky-linux-the-new-centos: v2_locations: - linux.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/13842/how-to-run-phpmyadmin-in-a-docker-container: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236981,8 +246555,8 @@ https://www.cloudsavvyit.com/13842/how-to-run-phpmyadmin-in-a-docker-container: v2_locations: - databases.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/13937/how-to-ssh-into-a-docker-container: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -236996,8 +246570,8 @@ https://www.cloudsavvyit.com/13937/how-to-ssh-into-a-docker-container: v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/13987/how-to-use-docker-cp-to-copy-files-between-host-and-containers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237011,8 +246585,8 @@ https://www.cloudsavvyit.com/13987/how-to-use-docker-cp-to-copy-files-between-ho v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14036/how-to-use-git-hooks-for-commit-automation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237026,8 +246600,8 @@ https://www.cloudsavvyit.com/14036/how-to-use-git-hooks-for-commit-automation: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14081/how-to-pass-environment-variables-to-docker-containers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237041,8 +246615,8 @@ https://www.cloudsavvyit.com/14081/how-to-pass-environment-variables-to-docker-c v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14191/how-to-clean-up-and-delete-docker-images: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237056,8 +246630,8 @@ https://www.cloudsavvyit.com/14191/how-to-clean-up-and-delete-docker-images: v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14289/how-to-delete-git-branches-on-local-and-remote-repositories: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237071,8 +246645,8 @@ https://www.cloudsavvyit.com/14289/how-to-delete-git-branches-on-local-and-remot v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14508/how-to-assign-a-static-ip-to-a-docker-container: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237086,8 +246660,8 @@ https://www.cloudsavvyit.com/14508/how-to-assign-a-static-ip-to-a-docker-contain v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14587/how-to-restart-kubernetes-pods-with-kubectl: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237101,8 +246675,8 @@ https://www.cloudsavvyit.com/14587/how-to-restart-kubernetes-pods-with-kubectl: v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14640/how-to-properly-fork-a-github-repository: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237116,8 +246690,8 @@ https://www.cloudsavvyit.com/14640/how-to-properly-fork-a-github-repository: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14663/how-to-inspect-a-docker-images-content-without-starting-a-container: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237132,8 +246706,8 @@ https://www.cloudsavvyit.com/14663/how-to-inspect-a-docker-images-content-withou v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14690/how-to-get-started-with-devspace-and-rapidly-develop-kubernetes-apps: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237148,8 +246722,8 @@ https://www.cloudsavvyit.com/14690/how-to-get-started-with-devspace-and-rapidly- v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14710/how-to-move-changes-to-another-branch-in-git: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237163,8 +246737,8 @@ https://www.cloudsavvyit.com/14710/how-to-move-changes-to-another-branch-in-git: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14822/should-you-use-https-or-ssh-for-git: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237178,8 +246752,8 @@ https://www.cloudsavvyit.com/14822/should-you-use-https-or-ssh-for-git: v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14880/whats-the-difference-between-exposing-and-publishing-a-docker-port: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237194,8 +246768,8 @@ https://www.cloudsavvyit.com/14880/whats-the-difference-between-exposing-and-pub v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14890/how-and-why-to-run-docker-inside-docker: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237209,8 +246783,8 @@ https://www.cloudsavvyit.com/14890/how-and-why-to-run-docker-inside-docker: v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/14973/how-to-add-a-volume-to-an-existing-docker-container: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237224,8 +246798,8 @@ https://www.cloudsavvyit.com/14973/how-to-add-a-volume-to-an-existing-docker-con v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/15066/how-to-manage-docker-engine-plugins: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237239,8 +246813,8 @@ https://www.cloudsavvyit.com/15066/how-to-manage-docker-engine-plugins: v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/15124/what-is-prometheus-and-why-is-it-so-popular: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237254,8 +246828,8 @@ https://www.cloudsavvyit.com/15124/what-is-prometheus-and-why-is-it-so-popular: v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/15158/10-tools-that-complement-docker: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237269,8 +246843,8 @@ https://www.cloudsavvyit.com/15158/10-tools-that-complement-docker: v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/15207/how-to-use-github-actions-to-automate-your-repository-builds: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237285,8 +246859,8 @@ https://www.cloudsavvyit.com/15207/how-to-use-github-actions-to-automate-your-re v2_locations: - git.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/3233/a-beginners-introduction-to-devops-principles: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237300,8 +246874,8 @@ https://www.cloudsavvyit.com/3233/a-beginners-introduction-to-devops-principles: v2_locations: - devops.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/5414/should-you-run-a-database-in-docker: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237315,8 +246889,8 @@ https://www.cloudsavvyit.com/5414/should-you-run-a-database-in-docker: v2_locations: - databases.md year: N/A - addition_method: manual https://www.cloudsavvyit.com/9033/how-to-use-cron-with-your-docker-containers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237330,8 +246904,8 @@ https://www.cloudsavvyit.com/9033/how-to-use-cron-with-your-docker-containers: v2_locations: - docker.md year: N/A - addition_method: manual https://www.cloudskew.com: + addition_method: manual content_hash: a33b831050c2a34cc14fea4c5f369aa3e1f3d4d8260fd343f531e89bd4e58e22 description: '' health_score: 100.0 @@ -237347,8 +246921,8 @@ https://www.cloudskew.com: v2_locations: - cloud-arch-diagrams.md year: N/A - addition_method: manual https://www.cloudtechtwitter.com/2022/04/kubeapiserver.html: + addition_method: manual content_hash: 43d6a43f30e7b32795ffbdf824d2507066a663ac3cba261cba583d92b791154d description: '' health_score: 100.0 @@ -237364,8 +246938,8 @@ https://www.cloudtechtwitter.com/2022/04/kubeapiserver.html: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cloudtechtwitter.com/2022/04/kubernetes-quality-of-service-qos-class.html: + addition_method: manual content_hash: 6aa1f1ac67f33504d9e241d5aa9363b634be13653a6bb88956bbf953cff810f1 description: '' health_score: 100.0 @@ -237381,8 +246955,8 @@ https://www.cloudtechtwitter.com/2022/04/kubernetes-quality-of-service-qos-class v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cloudtechtwitter.com/2022/05/dont-miss-next-article-be-first-to-be.html: + addition_method: manual content_hash: 3af6038311478d01e0b7d6f9b404be7d8b96546a0aba501c0841acff9fc794cc description: '' health_score: 100.0 @@ -237399,8 +246973,8 @@ https://www.cloudtechtwitter.com/2022/05/dont-miss-next-article-be-first-to-be.h - kubernetes.md - index.md year: N/A - addition_method: manual https://www.cloudtechtwitter.com/2022/05/kubernetes-common-commands.html: + addition_method: manual content_hash: ab03bafb965cc589e2f8b7f971ada95d98c7647e1b34f4c9e571033afbbd0ff5 description: '' health_score: 100.0 @@ -237416,8 +246990,8 @@ https://www.cloudtechtwitter.com/2022/05/kubernetes-common-commands.html: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.cloudtechtwitter.com/2022/05/lets-check-about-aws-vs-azure-services.html: + addition_method: manual content_hash: 9eaeb638dd80e1bbbb001d43eb929da63bbf07bbe7e6e875d26e35370786024d description: '' health_score: 100.0 @@ -237433,8 +247007,8 @@ https://www.cloudtechtwitter.com/2022/05/lets-check-about-aws-vs-azure-services. v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://www.cloudtechtwitter.com/2022/05/pattern-api-gateway-backends-for.html: + addition_method: manual content_hash: c549035f177a1dbcd8828e918b3ee46c8dd8160f83577114ef1d79b6390f6828 description: '' health_score: 100.0 @@ -237450,8 +247024,8 @@ https://www.cloudtechtwitter.com/2022/05/pattern-api-gateway-backends-for.html: v2_locations: - developerportals.md year: N/A - addition_method: manual https://www.cloudtechtwitter.com/2022/05/reverse-proxy-vs-forward-proxy.html: + addition_method: manual content_hash: 5a29ee14b5c87fbe745984df1cb959ba147d4c8e0d4df2584a24e80aaa6a4fd8 description: '' health_score: 100.0 @@ -237467,8 +247041,8 @@ https://www.cloudtechtwitter.com/2022/05/reverse-proxy-vs-forward-proxy.html: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.cncf.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237477,14 +247051,14 @@ https://www.cncf.io: title: cncf.io v1_locations: [] year: N/A - addition_method: manual ? https://www.cncf.io/announcements/2022/02/10/cncf-sees-record-kubernetes-and-container-adoption-in-2021-cloud-native-survey -: content_hash: N/A +: addition_method: manual + content_hash: N/A health_score: 100.0 last_checked: 1779034291.709066 v1_locations: [] - addition_method: manual https://www.cncf.io/blog/2020/06/16/identifying-kubernetes-config-security-threats-pods-running-as-root: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237499,8 +247073,8 @@ https://www.cncf.io/blog/2020/06/16/identifying-kubernetes-config-security-threa v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/07/17/site-reliability-engineering-sre-101-with-devops-vs-sre: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237514,8 +247088,8 @@ https://www.cncf.io/blog/2020/07/17/site-reliability-engineering-sre-101-with-de v2_locations: - sre.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/07/27/logging-in-kubernetes-efk-vs-plg-stack: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237529,8 +247103,8 @@ https://www.cncf.io/blog/2020/07/27/logging-in-kubernetes-efk-vs-plg-stack: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/09/11/cncf-end-user-technology-radar-observability-september-2020: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237544,8 +247118,8 @@ https://www.cncf.io/blog/2020/09/11/cncf-end-user-technology-radar-observability v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/09/15/top-7-challenges-to-becoming-cloud-native: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237559,8 +247133,8 @@ https://www.cncf.io/blog/2020/09/15/top-7-challenges-to-becoming-cloud-native: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/09/18/5-problems-with-kubernetes-cost-estimation-strategies: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237574,8 +247148,8 @@ https://www.cncf.io/blog/2020/09/18/5-problems-with-kubernetes-cost-estimation-s v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/09/22/container-attached-storage-is-cloud-native-storage-cas: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237589,8 +247163,8 @@ https://www.cncf.io/blog/2020/09/22/container-attached-storage-is-cloud-native-s v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/10/02/kubernetes-operators-101: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237604,8 +247178,8 @@ https://www.cncf.io/blog/2020/10/02/kubernetes-operators-101: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/10/26/service-mesh-is-still-hard: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237619,8 +247193,8 @@ https://www.cncf.io/blog/2020/10/26/service-mesh-is-still-hard: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/11/03/the-need-for-kubernetes-native-messaging-platform-in-hybrid-cloud-environment: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237635,8 +247209,8 @@ https://www.cncf.io/blog/2020/11/03/the-need-for-kubernetes-native-messaging-pla v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/11/12/implementing-gitops-on-kubernetes-using-k3s-rancher-vault-and-argo-cd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237651,8 +247225,8 @@ https://www.cncf.io/blog/2020/11/12/implementing-gitops-on-kubernetes-using-k3s- v2_locations: - demos.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/12/11/why-linkerd-doesnt-use-envoy: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237666,8 +247240,8 @@ https://www.cncf.io/blog/2020/12/11/why-linkerd-doesnt-use-envoy: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.cncf.io/blog/2020/12/14/kubernetes-101-an-introduction: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237681,8 +247255,8 @@ https://www.cncf.io/blog/2020/12/14/kubernetes-101-an-introduction: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/02/25/kubernetes-network-policies-with-cilium-and-linkerd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237696,8 +247270,8 @@ https://www.cncf.io/blog/2021/02/25/kubernetes-network-policies-with-cilium-and- v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/03/10/protocol-detection-and-opaque-ports-in-linkerd: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237711,8 +247285,8 @@ https://www.cncf.io/blog/2021/03/10/protocol-detection-and-opaque-ports-in-linke v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/03/16/introduction-to-k3d-run-k3s-in-docker: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237726,8 +247300,8 @@ https://www.cncf.io/blog/2021/03/16/introduction-to-k3d-run-k3s-in-docker: v2_locations: - rancher.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/03/22/kubernetes-security: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237741,8 +247315,8 @@ https://www.cncf.io/blog/2021/03/22/kubernetes-security: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/03/23/quick-application-deployments-on-microk8s-using-helm-chart: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237756,8 +247330,8 @@ https://www.cncf.io/blog/2021/03/23/quick-application-deployments-on-microk8s-us v2_locations: - helm.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/03/24/add-java-agents-to-existing-kubernetes-and-helm-applications-instantly: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237771,8 +247345,8 @@ https://www.cncf.io/blog/2021/03/24/add-java-agents-to-existing-kubernetes-and-h v2_locations: - helm.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/04/06/cloudformation-vs-terraform-which-is-better: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237786,8 +247360,8 @@ https://www.cncf.io/blog/2021/04/06/cloudformation-vs-terraform-which-is-better: v2_locations: - iac.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/04/12/simplifying-multi-clusters-in-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237801,8 +247375,8 @@ https://www.cncf.io/blog/2021/04/12/simplifying-multi-clusters-in-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/04/22/revealing-the-secrets-of-kubernetes-secrets: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237816,8 +247390,8 @@ https://www.cncf.io/blog/2021/04/22/revealing-the-secrets-of-kubernetes-secrets: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/04/29/from-distributed-tracing-to-apm-taking-opentelemetry-and-jaeger-up-a-level: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031559.173474 @@ -237827,8 +247401,8 @@ https://www.cncf.io/blog/2021/04/29/from-distributed-tracing-to-apm-taking-opent - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://www.cncf.io/blog/2021/05/10/tools-to-develop-apps-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237842,9 +247416,9 @@ https://www.cncf.io/blog/2021/05/10/tools-to-develop-apps-on-kubernetes: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual ? https://www.cncf.io/blog/2021/06/29/finops-for-kubernetes-insufficient-or-nonexistent-kubernetes-cost-monitoring-is-causing-overspend -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030604.765463 @@ -237858,8 +247432,8 @@ https://www.cncf.io/blog/2021/05/10/tools-to-develop-apps-on-kubernetes: v2_locations: - finops.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/07/01/what-is-fairwinds-polaris-kubernetes-open-source-configuration-validation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237874,9 +247448,9 @@ https://www.cncf.io/blog/2021/07/01/what-is-fairwinds-polaris-kubernetes-open-so v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual ? https://www.cncf.io/blog/2021/07/15/networking-with-a-service-mesh-use-cases-best-practices-and-comparison-of-top-mesh-options -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779031230.806079 @@ -237890,8 +247464,8 @@ https://www.cncf.io/blog/2021/07/01/what-is-fairwinds-polaris-kubernetes-open-so v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/07/19/think-grpc-when-you-are-architecting-modern-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237905,8 +247479,8 @@ https://www.cncf.io/blog/2021/07/19/think-grpc-when-you-are-architecting-modern- v2_locations: - api.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/07/27/advanced-kubernetes-pod-to-node-scheduling: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237920,8 +247494,8 @@ https://www.cncf.io/blog/2021/07/27/advanced-kubernetes-pod-to-node-scheduling: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/08/10/avoiding-kubernetes-cluster-outages-with-synthetic-monitoring: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237935,8 +247509,8 @@ https://www.cncf.io/blog/2021/08/10/avoiding-kubernetes-cluster-outages-with-syn v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/08/20/how-to-secure-your-kubernetes-control-plane-and-node-components: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237950,8 +247524,8 @@ https://www.cncf.io/blog/2021/08/20/how-to-secure-your-kubernetes-control-plane- v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/09/24/kubernetes-ingress-grpc-example-with-a-dune-quote-service: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237965,8 +247539,8 @@ https://www.cncf.io/blog/2021/09/24/kubernetes-ingress-grpc-example-with-a-dune- v2_locations: - demos.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/09/29/automation-is-the-future-of-cloud-cost-optimization: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237981,8 +247555,8 @@ https://www.cncf.io/blog/2021/09/29/automation-is-the-future-of-cloud-cost-optim - index.md - introduction.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/10/06/kubernetes-cluster-api-reaches-production-readiness-with-version-1-0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -237997,8 +247571,8 @@ https://www.cncf.io/blog/2021/10/06/kubernetes-cluster-api-reaches-production-re v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/10/07/server-side-reconciliation-is-coming: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238012,8 +247586,8 @@ https://www.cncf.io/blog/2021/10/07/server-side-reconciliation-is-coming: v2_locations: - flux.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/10/29/how-to-justify-infrastructure-replacement-to-your-manager: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238027,8 +247601,8 @@ https://www.cncf.io/blog/2021/10/29/how-to-justify-infrastructure-replacement-to v2_locations: - introduction.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/11/16/prometheus-announces-an-agent-to-address-a-new-range-of-use-cases: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238042,8 +247616,8 @@ https://www.cncf.io/blog/2021/11/16/prometheus-announces-an-agent-to-address-a-n v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/11/23/how-to-add-observability-to-your-application-pipeline: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238057,8 +247631,8 @@ https://www.cncf.io/blog/2021/11/23/how-to-add-observability-to-your-application v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.cncf.io/blog/2021/12/08/hosted-edge-vs-cloud-the-battle-for-latency-and-security: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238072,8 +247646,8 @@ https://www.cncf.io/blog/2021/12/08/hosted-edge-vs-cloud-the-battle-for-latency- v2_locations: - edge-computing.md year: N/A - addition_method: manual https://www.cncf.io/blog/2022/02/18/introducing-opta-terraform-on-rails: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238087,8 +247661,8 @@ https://www.cncf.io/blog/2022/02/18/introducing-opta-terraform-on-rails: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.cncf.io/blog/2022/03/03/an-emerging-job-kubernetes-engineer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238097,8 +247671,8 @@ https://www.cncf.io/blog/2022/03/03/an-emerging-job-kubernetes-engineer: title: 'An emerging Job: Kubernetes engineer 🌟' v1_locations: [] year: N/A - addition_method: manual https://www.cncf.io/blog/2022/07/01/devops-vs-sre-vs-platform-engineering-the-gaps-might-be-smaller-than-you-think: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238113,8 +247687,8 @@ https://www.cncf.io/blog/2022/07/01/devops-vs-sre-vs-platform-engineering-the-ga v2_locations: - sre.md year: N/A - addition_method: manual https://www.cncf.io/blog/2022/09/30/how-to-gitops-your-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238128,8 +247702,8 @@ https://www.cncf.io/blog/2022/09/30/how-to-gitops-your-terraform: v2_locations: - flux.md year: N/A - addition_method: manual https://www.cncf.io/blog/2022/10/20/kubernetes-best-practice-how-to-correctly-set-resource-requests-and-limits: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238144,8 +247718,8 @@ https://www.cncf.io/blog/2022/10/20/kubernetes-best-practice-how-to-correctly-se v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cncf.io/blog/2022/11/04/seven-zero-trust-rules-for-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238159,8 +247733,8 @@ https://www.cncf.io/blog/2022/11/04/seven-zero-trust-rules-for-kubernetes: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.cncf.io/blog/2023/02/01/monitoring-micro-front-ends-on-kubernetes-with-nginx: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238174,8 +247748,8 @@ https://www.cncf.io/blog/2023/02/01/monitoring-micro-front-ends-on-kubernetes-wi v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.cncf.io/blog/2023/03/28/kubernetes-storage-is-complex-but-its-getting-better: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238189,8 +247763,8 @@ https://www.cncf.io/blog/2023/03/28/kubernetes-storage-is-complex-but-its-gettin v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.cncf.io/blog/2025/03/13/kubernetes-troubleshooting-a-step-by-step-guide: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238208,8 +247782,8 @@ https://www.cncf.io/blog/2025/03/13/kubernetes-troubleshooting-a-step-by-step-gu - kubernetes-tutorials.md - kubernetes.md year: N/A - addition_method: manual https://www.cncf.io/certification/ckad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238223,8 +247797,8 @@ https://www.cncf.io/certification/ckad: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cncf.io/certification/software-conformance: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238241,15 +247815,15 @@ https://www.cncf.io/certification/software-conformance: - kubernetes.md - rancher.md year: N/A - addition_method: manual https://www.cncf.io/kubeweekly: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029163.328537 v1_locations: - docs/kubernetes-newsletters.md - addition_method: manual https://www.cncf.io/phippy/the-childrens-illustrated-guide-to-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238263,8 +247837,8 @@ https://www.cncf.io/phippy/the-childrens-illustrated-guide-to-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.cncf.io/reports: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238273,8 +247847,8 @@ https://www.cncf.io/reports: title: CNCF Reports v1_locations: [] year: N/A - addition_method: manual https://www.cncf.io/webinars/deploying-kubernetes-to-bare-metal-using-cluster-api: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238288,8 +247862,8 @@ https://www.cncf.io/webinars/deploying-kubernetes-to-bare-metal-using-cluster-ap v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.cncf.io/wp-content/uploads/2020/03/CNCF_Survey_Report.pdf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238298,8 +247872,8 @@ https://www.cncf.io/wp-content/uploads/2020/03/CNCF_Survey_Report.pdf: title: CNCF Survey Report 2019 v1_locations: [] year: N/A - addition_method: manual https://www.cncf.io/wp-content/uploads/2020/11/CNCF_Survey_Report_2020.pdf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238308,8 +247882,8 @@ https://www.cncf.io/wp-content/uploads/2020/11/CNCF_Survey_Report_2020.pdf: title: CNCF Survey Report 2020 v1_locations: [] year: N/A - addition_method: manual https://www.cncf.io/wp-content/uploads/2021/07/CNCF_Operator_WhitePaper.pdf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238323,8 +247897,8 @@ https://www.cncf.io/wp-content/uploads/2021/07/CNCF_Operator_WhitePaper.pdf: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.cncf.io/wp-content/uploads/2021/12/Q1-2021-State-of-Cloud-Native-development-FINAL.pdf: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238333,8 +247907,8 @@ https://www.cncf.io/wp-content/uploads/2021/12/Q1-2021-State-of-Cloud-Native-dev title: CNCF Survey Report 2021 v1_locations: [] year: N/A - addition_method: manual https://www.cockroachlabs.com/blog/automate-database-ops-with-terraform: + addition_method: manual content_hash: ebc95da346bf561fc108d3bf7642d5cde820e8c69f7c58f8856f69d1e60244e0 description: '' health_score: 100.0 @@ -238350,8 +247924,8 @@ https://www.cockroachlabs.com/blog/automate-database-ops-with-terraform: v2_locations: - databases.md year: N/A - addition_method: manual https://www.cockroachlabs.com/blog/cockroachdb-kubernetes-cilium: + addition_method: manual content_hash: cf004144839eca2c8190c3eb0c41726f0e59b1f9d54fb558b37550a14985db84 description: '' health_score: 100.0 @@ -238368,8 +247942,8 @@ https://www.cockroachlabs.com/blog/cockroachdb-kubernetes-cilium: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.cockroachlabs.com/docs/stable/kubernetes-overview: + addition_method: manual content_hash: ed8e42395b65c8db9a6ea0f89e7f52a03ca458ec0342f9e29c87388bc92e3b5d health_score: 100.0 last_checked: 1779130495.018406 @@ -238380,8 +247954,8 @@ https://www.cockroachlabs.com/docs/stable/kubernetes-overview: - docs/databases.md v2_locations: - databases.md - addition_method: manual https://www.cockroachlabs.com/docs/stable/orchestration.html: + addition_method: manual content_hash: 29bd1887d9a22626484aec60f8c4fabdb3c6d87a7cb4098c2190dd01256ec584 description: '' health_score: 100.0 @@ -238392,8 +247966,8 @@ https://www.cockroachlabs.com/docs/stable/orchestration.html: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://www.codecademy.com: + addition_method: manual ai_summary: An interactive web training platform focusing on programming syntax, web development loops, and fundamental systems programming. Excellent for non-systems developers seeking to transition to infra code. @@ -238420,8 +247994,8 @@ https://www.codecademy.com: v2_locations: - elearning.md year: N/A - addition_method: manual https://www.codecentric.de/en/knowledge-hub/blog/github-actions-nextgen-cicd: + addition_method: manual ai_summary: Architectural thought-leadership piece illustrating why vendor-agnostic pipeline abstractions and reusable Actions blocks prevent pipeline maintenance fatigue. @@ -238443,8 +248017,8 @@ https://www.codecentric.de/en/knowledge-hub/blog/github-actions-nextgen-cicd: v2_locations: - git.md year: '2021' - addition_method: manual https://www.codementor.io: + addition_method: manual ai_summary: Global community platform matching developers with expert mentors for live 1-on-1 code reviews, troubleshooting, and project-based learning. complexity: Intermediate @@ -238469,8 +248043,8 @@ https://www.codementor.io: v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.codementor.io/blog/docker-technology-5x1kilcbow: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238485,8 +248059,8 @@ https://www.codementor.io/blog/docker-technology-5x1kilcbow: v2_locations: - docker.md year: N/A - addition_method: manual https://www.codemotion.com/magazine/backend/nomad-kubernetes-but-without-the-complexity: + addition_method: manual ai_summary: Breaks down Nomad's benefits, emphasizing low infrastructure consumption, lightning-fast scheduling runs, and straightforward configuration via HashiCorp Configuration Language (HCL). @@ -238507,8 +248081,8 @@ https://www.codemotion.com/magazine/backend/nomad-kubernetes-but-without-the-com v2_locations: - kubernetes-alternatives.md year: '2022' - addition_method: manual https://www.codemotion.com/magazine/dev-hub/backend-dev/nomad-kubernetes-but-without-the-complexity: + addition_method: manual content_hash: 8f24357059ed9b745e5edfb3c9f852490dccb6a41f6971670ee139f0eeaaefd8 description: '' health_score: 100.0 @@ -238519,8 +248093,8 @@ https://www.codemotion.com/magazine/dev-hub/backend-dev/nomad-kubernetes-but-wit v1_locations: - docs/kubernetes-alternatives.md year: N/A - addition_method: manual https://www.codeproject.com/Articles/5320647/Making-a-Simple-Data-Pipeline-Part-4-CI-CD-with-Gi: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238536,8 +248110,8 @@ https://www.codeproject.com/Articles/5320647/Making-a-Simple-Data-Pipeline-Part- v2_locations: - demos.md year: N/A - addition_method: manual https://www.codeproject.com/Tips/5323808/How-To-Create-An-Image-In-Docker-Using-Python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -238552,8 +248126,8 @@ https://www.codeproject.com/Tips/5323808/How-To-Create-An-Image-In-Docker-Using- v2_locations: - docker.md year: N/A - addition_method: manual https://www.codewars.com: + addition_method: manual ai_summary: An algorithmic development arena where engineers solve progressive code katas and refine implementation logic using community review and continuous feedback loops. @@ -238580,8 +248154,8 @@ https://www.codewars.com: v2_locations: - elearning.md year: N/A - addition_method: manual https://www.codigonuevo.com/sociedad/deberia-adaptarse-sueldo-teletrabajo-lugar-vivas: + addition_method: manual content_hash: fba05282d863f3ec087f0b4a9ab8e57e3e06ffd8cd9816fefa5fd6f56915c695 description: '' health_score: 100.0 @@ -238593,8 +248167,8 @@ https://www.codigonuevo.com/sociedad/deberia-adaptarse-sueldo-teletrabajo-lugar- v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://www.codigonuevo.com/yo/deberia-adaptarse-sueldo-teletrabajo-lugar-vivas-AOCN305757: + addition_method: manual ai_summary: Investigates the highly debated ethical and operational question of whether remote engineering salaries should be localized to an employee's place of residence. Examines arguments for cost-of-living indexing versus equal-pay-for-equal-work @@ -238617,8 +248191,8 @@ https://www.codigonuevo.com/yo/deberia-adaptarse-sueldo-teletrabajo-lugar-vivas- v2_locations: - recruitment.md year: '2021' - addition_method: manual https://www.codium.ai/blog/codiumai-powered-by-testgpt-accounces-beta-and-raised-11m: + addition_method: manual content_hash: c824a5222bac09610cfc2021cb628b2f5d51c0c32016b756483f41c13e1531e2 description: '' health_score: 100.0 @@ -238634,15 +248208,15 @@ https://www.codium.ai/blog/codiumai-powered-by-testgpt-accounces-beta-and-raised v2_locations: - git.md year: N/A - addition_method: manual https://www.cognizant.com/InsightsWhitepapers/Jumpstarting-DevOps-with-Continuous-Testing-codex1719.pdf: + addition_method: manual content_hash: N/A health_score: 80.0 last_checked: 1779031645.437256 v1_locations: - docs/devops.md - addition_method: manual https://www.commandline.ninja: + addition_method: manual content_hash: d0b686b6c9b479996fe172515e08306917f270011dc4f74f1aa549d7c71ed76b description: '' health_score: 100.0 @@ -238653,8 +248227,8 @@ https://www.commandline.ninja: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://www.commandline.ninja/use-powershell-to-find-windows-svcs-configured-to-run-as-another-user: + addition_method: manual content_hash: 931826ac6eab97112f6394a69f7c16304575d5dfa2f064dc63bdb2389bf02e89 description: '' health_score: 100.0 @@ -238666,8 +248240,8 @@ https://www.commandline.ninja/use-powershell-to-find-windows-svcs-configured-to- v1_locations: - docs/azure.md year: N/A - addition_method: manual https://www.commandline.ninja/video-intro-to-secret-management-with-powershell: + addition_method: manual content_hash: cddaff7fd0ae3455037beaa17d01e9db9b3ceeae4bd5ec01816551d85d10cdf2 description: '' health_score: 100.0 @@ -238678,8 +248252,8 @@ https://www.commandline.ninja/video-intro-to-secret-management-with-powershell: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://www.commandlinefu.com: + addition_method: manual content_hash: 6adccd471de8b93ad71e4cf9cbac52425b7b02b8f99752d934c97a91f2833c6d description: '' health_score: 100.0 @@ -238691,8 +248265,8 @@ https://www.commandlinefu.com: - docs/cheatsheets.md - docs/linux.md year: N/A - addition_method: manual https://www.commandlinefu.com/commands/browse: + addition_method: manual ai_summary: An immense, user-voted platform for sharing and assessing terminal tricks. Perfect for tracking down highly specific, multi-tool regex constructs or one-liners. complexity: Intermediate @@ -238713,8 +248287,8 @@ https://www.commandlinefu.com/commands/browse: - cheatsheets.md - linux.md year: '2025' - addition_method: manual https://www.commandlinefu.com/commands/browse/commands/matching/ssh/c3No/sort-by-votes: + addition_method: manual ai_summary: 'A community-curated, voting-driven repository of complex, real-world SSH command-line recipes and shell tricks. Covers advanced topics like reverse tunnels, visual bandwidth monitors, and multiplexed connections. Double-Evidence: @@ -238738,8 +248312,8 @@ https://www.commandlinefu.com/commands/browse/commands/matching/ssh/c3No/sort-by v2_locations: - linux.md year: '2024' - addition_method: manual https://www.commandlinefu.com/commands/browse/commands/view/9116/compare-directories-via-diff: + addition_method: manual ai_summary: Curator Insight provides clean syntax rules for using standard `diff` to compare directory structures. Live Grounding confirms this remains a rapid, zero-dependency technique to cross-verify local directory synchronization or deployment @@ -238761,8 +248335,8 @@ https://www.commandlinefu.com/commands/browse/commands/view/9116/compare-directo v2_locations: - linux.md year: '2021' - addition_method: manual https://www.commandlinefu.com/commands/matching/ssh/c3No/sort-by-votes: + addition_method: manual content_hash: 7b6ea9a71be3156e0eed3efdbaa553980135a23d7aaf3ba87085bc8f7aff8a54 description: '' health_score: 100.0 @@ -238772,8 +248346,8 @@ https://www.commandlinefu.com/commands/matching/ssh/c3No/sort-by-votes: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.commandlinefu.com/commands/view/17656/pip-install-into-current-directory-without-virtualenv: + addition_method: manual content_hash: 7b4ed8fb9b792077f2359ee5d23a02dea0d9e735b77434396a68d487838c7524 health_score: 100.0 last_checked: 1779032017.351317 @@ -238785,8 +248359,8 @@ https://www.commandlinefu.com/commands/view/17656/pip-install-into-current-direc - docs/python.md v2_locations: - python.md - addition_method: manual https://www.commandlinefu.com/commands/view/9116/compare-directories-via-diff: + addition_method: manual content_hash: 89e47367a7ab8fce3e31dec7270ce07a28c2d873a45fab63bcbf2d8466367933 description: '' health_score: 100.0 @@ -238797,8 +248371,8 @@ https://www.commandlinefu.com/commands/view/9116/compare-directories-via-diff: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.comparitech.com/net-admin/nmap-nessus-cheat-sheet: + addition_method: manual content_hash: 4229358dcf0a52869a3c941f79babda9eb712eb18fc2bdde4ac138d54ba76416 description: '' health_score: 100.0 @@ -238814,8 +248388,8 @@ https://www.comparitech.com/net-admin/nmap-nessus-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.computerworld.com/article/1627067/how-to-get-a-job-in-healthcare-it-2.html: + addition_method: manual ai_summary: Analyzes the requirements, pathways, and challenges of transitioning into the highly regulated healthcare IT sector. Focuses on balancing software engineering competencies with domain-specific regulatory compliance, privacy protocols @@ -238837,8 +248411,8 @@ https://www.computerworld.com/article/1627067/how-to-get-a-job-in-healthcare-it- v2_locations: - recruitment.md year: '2022' - addition_method: manual https://www.computerworld.com/article/3663674/how-to-get-a-job-in-healthcare-it.html: + addition_method: manual content_hash: 145d41bd235e4ef47b39d0b9091650c06027023b7560784afb53de2267f67ee1 description: '' health_score: 100.0 @@ -238849,8 +248423,8 @@ https://www.computerworld.com/article/3663674/how-to-get-a-job-in-healthcare-it. v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://www.computing.co.uk/news/4015423/rancher-labs-launches-free-training-course-meet-surging-demand-kubernetes: + addition_method: manual content_hash: 504cd28489116d94b87dd727f58fcc747e921ee4ab944f5e2ecece847ac360a2 description: '' health_score: 100.0 @@ -238867,8 +248441,8 @@ https://www.computing.co.uk/news/4015423/rancher-labs-launches-free-training-cou v2_locations: - rancher.md year: N/A - addition_method: manual https://www.computing.co.uk/news/4020521/cloudbees-busy-security-visibility-control-devops-evolves: + addition_method: manual ai_summary: Examines updates to CloudBees' enterprise pipeline offerings, emphasizing the convergence of developer visibility and compliance control gates. Addresses challenges in executing secure enterprise DevOps workflows at scale. @@ -238898,8 +248472,8 @@ https://www.computing.co.uk/news/4020521/cloudbees-busy-security-visibility-cont - devsecops.md - devops.md year: N/A - addition_method: manual https://www.computing.es/mundo-digital/opinion/1129764046601/retos-del-outsourcing-de-servicios-it-espana.1.html: + addition_method: manual ai_summary: Analyzes the evolving challenges and strategic patterns of IT service outsourcing in Spain. Outlines critical risk mitigation strategies, Service Level Agreement (SLA) optimizations, and how modern organizations are balancing internal @@ -238926,8 +248500,8 @@ https://www.computing.es/mundo-digital/opinion/1129764046601/retos-del-outsourci v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.conceptdraw.com/examples/application-architecture: + addition_method: manual ai_summary: A collection of architectural drawing templates designed for mapping out complex AWS application environments inside ConceptDraw. It offers standardized vector stencils for VPCs, EC2, RDS, and ECS. Live grounding shows its utility @@ -238955,8 +248529,8 @@ https://www.conceptdraw.com/examples/application-architecture: v2_locations: - aws-architecture.md year: '2020' - addition_method: manual https://www.conduktor.io: + addition_method: manual ai_summary: An enterprise-grade desktop and cloud management platform for Apache Kafka that simplifies queue monitoring, schema registry auditing, and multi-cluster testing. It features advanced user security, performance monitoring, and message @@ -238985,8 +248559,8 @@ https://www.conduktor.io: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.conduktor.io/kafka: + addition_method: manual content_hash: 66b266634a4b233c33745cb7757041d39b92b5ccca365716d5791e6ecfe4ab89 description: '' health_score: 100.0 @@ -238997,8 +248571,8 @@ https://www.conduktor.io/kafka: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.conduktor.io/kafka/what-is-apache-kafka: + addition_method: manual content_hash: 66b266634a4b233c33745cb7757041d39b92b5ccca365716d5791e6ecfe4ab89 description: '' health_score: 100.0 @@ -239009,8 +248583,8 @@ https://www.conduktor.io/kafka/what-is-apache-kafka: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.confluent.fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka: + addition_method: manual content_hash: af9c18256c9a04997698f4c9e04d7d84b061865132db6d10c4331838c0ce7346 description: '' health_score: 100.0 @@ -239022,8 +248596,8 @@ https://www.confluent.fr/blog/modernize-apps-and-infrastructure-with-anthos-conf v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.confluent.io: + addition_method: manual ai_summary: The enterprise cloud-native streaming data platform built on top of Apache Kafka. Confluent provides fully managed SaaS offerings, enterprise schema management, cloud-to-local replication, and declarative connectors for data warehouses. @@ -239051,8 +248625,8 @@ https://www.confluent.io: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/apache-kafka-intro-how-kafka-works: + addition_method: manual content_hash: 627073522742343ecdc0f99fd1e298f002707baf365197d79d05b67586e276c6 description: '' health_score: 100.0 @@ -239063,8 +248637,8 @@ https://www.confluent.io/blog/apache-kafka-intro-how-kafka-works: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production-apache-kafka: + addition_method: manual ai_summary: Reviews the architecture designs required for deploying, evaluating, and monitoring analytical machine learning models against fast event-streams. Utilizes Apache Kafka as the backbone for scalable ingestion. @@ -239092,8 +248666,8 @@ https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production- v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/confluent-microsoft-announce-strategic-alliance: + addition_method: manual content_hash: b663f4ec444956463ba6e48886808d7e0a91935f3de41efc0601549c5c9c63b5 description: '' health_score: 100.0 @@ -239104,8 +248678,8 @@ https://www.confluent.io/blog/confluent-microsoft-announce-strategic-alliance: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/designing-an-elastic-apache-kafka-for-the-cloud: + addition_method: manual ai_summary: 'Curator Insight: Architectural retrospective on how Confluent engineered a multi-tenant, elastic serverless Kafka platform. Live Grounding: Explores storage-compute decoupling, automated partition rebalancing, and custom multi-tenant billing-aware @@ -239134,8 +248708,8 @@ https://www.confluent.io/blog/designing-an-elastic-apache-kafka-for-the-cloud: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/devops-for-apache-kafka-with-kubernetes-and-gitops: + addition_method: manual ai_summary: Examines GitOps models for coordinating declarative configurations of schemas, partitions, ACLs, and topics across multiple Kubernetes-hosted Kafka environments using automated pipelines. @@ -239162,8 +248736,8 @@ https://www.confluent.io/blog/devops-for-apache-kafka-with-kubernetes-and-gitops v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/kafka-2-8-0-features-and-improvements-with-early-access-to-kip-500: + addition_method: manual content_hash: 4d46807fbb7bbb4c000825c2cd7cb87d9dd7a27e39788a70b98f20f9d5c102b7 description: '' health_score: 100.0 @@ -239174,8 +248748,8 @@ https://www.confluent.io/blog/kafka-2-8-0-features-and-improvements-with-early-a v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/kafka-devops-with-confluent-kubernetes-and-gitops: + addition_method: manual content_hash: d69780198af6986df48f88407fa5709552aad21d3aac2067fda38953a1aefe86 description: '' health_score: 100.0 @@ -239186,8 +248760,8 @@ https://www.confluent.io/blog/kafka-devops-with-confluent-kubernetes-and-gitops: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/kafka-streams-vs-ksqldb-compared: + addition_method: manual content_hash: adcb48e7381da3ef3087717526914e75e0eb05d9c89e0f78ce163039901afc7d description: '' health_score: 100.0 @@ -239198,8 +248772,8 @@ https://www.confluent.io/blog/kafka-streams-vs-ksqldb-compared: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/kafka-without-zookeeper-a-sneak-peek: + addition_method: manual content_hash: 4d46807fbb7bbb4c000825c2cd7cb87d9dd7a27e39788a70b98f20f9d5c102b7 description: '' health_score: 100.0 @@ -239211,8 +248785,8 @@ https://www.confluent.io/blog/kafka-without-zookeeper-a-sneak-peek: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/latest-apache-kafka-release: + addition_method: manual ai_summary: 'Curator Insight: Announcement and architectural breakdown of Kafka''s transition away from ZooKeeper in favor of KRaft (Kafka Raft metadata mode). Live Grounding: Discusses the architectural simplification, metadata scalability improvements, @@ -239235,8 +248809,8 @@ https://www.confluent.io/blog/latest-apache-kafka-release: v2_locations: - message-queue.md year: '2021' - addition_method: manual https://www.confluent.io/blog/latest-partner-ecosystem: + addition_method: manual ai_summary: Analysis of the strategic alignment between Microsoft and Confluent. Describes integrations for native resource provisioning, unified billing portals, and security optimizations within the Azure cloud environment. @@ -239258,8 +248832,8 @@ https://www.confluent.io/blog/latest-partner-ecosystem: v2_locations: - message-queue.md year: '2021' - addition_method: manual https://www.confluent.io/blog/manage-secrets-with-kubernetes-and-hashicorp-vault: + addition_method: manual ai_summary: Technical case study on leveraging Vault to manage access credentials, TLS certificates, and API keys within Confluent Platform on Kubernetes. Mitigates human error during key rotations. @@ -239287,8 +248861,8 @@ https://www.confluent.io/blog/manage-secrets-with-kubernetes-and-hashicorp-vault v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.confluent.io/blog/monitor-kafka-clusters-with-prometheus-grafana-and-confluent: + addition_method: manual ai_summary: A guide showing how to set up robust monitoring patterns for Apache Kafka cluster metrics using Prometheus and Grafana. Details exact exporter configurations and provides ready-to-use visualizations of critical performance telemetry. @@ -239317,8 +248891,8 @@ https://www.confluent.io/blog/monitor-kafka-clusters-with-prometheus-grafana-and v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitoring-using-confluent: + addition_method: manual ai_summary: Explains methods for operating federated or geographically-dispersed Kafka clusters. Details patterns for maintaining centralized visibility and configuring multi-cluster pipelines using Confluent Control Center. @@ -239346,8 +248920,8 @@ https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitor v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.confluent.io/fr-fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka: + addition_method: manual ai_summary: Provides architectural guidelines for deploying federated Confluent Kafka setups across local datacenters and public Google Cloud regions using Google Anthos configuration models [FRENCH CONTENT]. @@ -239370,8 +248944,8 @@ https://www.confluent.io/fr-fr/blog/modernize-apps-and-infrastructure-with-antho v2_locations: - message-queue.md year: '2020' - addition_method: manual https://www.confluent.io/product/ksqldb: + addition_method: manual ai_summary: Official product home of ksqlDB, an event-streaming database tailored to construct stream-processing platforms on top of Apache Kafka. Translates complex Java/Scala stream pipelines into standard SQL definitions. @@ -239393,8 +248967,8 @@ https://www.confluent.io/product/ksqldb: v2_locations: - message-queue.md year: '2026' - addition_method: manual https://www.confluent.io/resources/event-driven-microservices: + addition_method: manual content_hash: d82a7c7fb88ff1ff28a8550159e6d142c245287f6394743d034218e482e57ac1 description: '' health_score: 100.0 @@ -239405,8 +248979,8 @@ https://www.confluent.io/resources/event-driven-microservices: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.confluent.io/resources/white-paper/event-driven-microservices: + addition_method: manual ai_summary: Confluent's authoritative white paper on designing and scaling event-driven microservices around Apache Kafka log segments. It addresses CQRS, Event Sourcing, and transactional schemas. Grounding solidifies this as a core reference for large-scale @@ -239428,8 +249002,8 @@ https://www.confluent.io/resources/white-paper/event-driven-microservices: v2_locations: - message-queue.md year: '2022' - addition_method: manual https://www.conftest.dev: + addition_method: manual content_hash: c5032993c0d152900cb6c548210a7743fe1bd4c96c616ca1129d5e8300305dac description: '' health_score: 100.0 @@ -239440,8 +249014,8 @@ https://www.conftest.dev: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://www.conjur.org: + addition_method: manual ai_summary: The home portal of Conjur Open Source. Provides identity-based authorization, secrets management, and detailed audit trials for cloud-native systems, containers, and pipelines. @@ -239468,8 +249042,8 @@ https://www.conjur.org: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.consul.io: + addition_method: manual content_hash: ba196303f6ddb699f5f94d3525fbd2003f3ffdecbc7da85f4ed05afda27198dd description: '' health_score: 100.0 @@ -239480,8 +249054,8 @@ https://www.consul.io: v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://www.consul.io/docs/connect/index.html: + addition_method: manual content_hash: fc02053dd245eef8b9ed4f31984fe3a73df1cea750e9d9e585e8f8a1280dd56a description: '' health_score: 100.0 @@ -239492,8 +249066,8 @@ https://www.consul.io/docs/connect/index.html: v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://www.consul.io/docs/k8s/connect/ingress-gateways: + addition_method: manual content_hash: 8e768a2e295ca40f99512d9d717e8429bdfd3220f50d2d1ca469696f0bce585f description: '' health_score: 100.0 @@ -239504,8 +249078,8 @@ https://www.consul.io/docs/k8s/connect/ingress-gateways: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.container-security.site/defenders/PCI_Container_Orchestration_Guidance.html: + addition_method: manual content_hash: 6923022c89695442e0d8fd5d0b042a4eff8b7eae8cfcf67ddcef5babb159d060 description: '' health_score: 100.0 @@ -239521,8 +249095,8 @@ https://www.container-security.site/defenders/PCI_Container_Orchestration_Guidan v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.contentful.com/blog/2020/10/20/open-source-kube-secret-syncer: + addition_method: manual content_hash: 9cb34eb4af5c202b08bdfc47f58327cf5f8538f28476c79593396cb6ca2af381 description: '' health_score: 100.0 @@ -239535,8 +249109,8 @@ https://www.contentful.com/blog/2020/10/20/open-source-kube-secret-syncer: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.contentful.com/blog/open-source-kube-secret-syncer: + addition_method: manual content_hash: 7134c5c38b176db5d0d9bc6a1915bf382f8e0866ba9fc36073baf5dda8abab89 health_score: 100.0 last_checked: 1779130494.970914 @@ -239550,8 +249124,8 @@ https://www.contentful.com/blog/open-source-kube-secret-syncer: v2_locations: - kubernetes-tools.md - kubernetes-operators-controllers.md - addition_method: manual https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that-last-part-one: + addition_method: manual ai_summary: 'Curator Insight: Provides high-level strategic guidance for enterprise leaders looking to build sustainable containerization and orchestration architectures. Live Grounding: Covers people, process, and security paradigms, helping organizations @@ -239582,8 +249156,8 @@ https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that - faq.md - devops.md year: N/A - addition_method: manual https://www.continuitysoftware.com/blog/it-resilience/what-is-configuration-drift: + addition_method: manual content_hash: 4ffa657f60739c9fed0f820f9550819d3808afb141c2ca013132e7249b08f7d4 description: '' health_score: 100.0 @@ -239598,8 +249172,8 @@ https://www.continuitysoftware.com/blog/it-resilience/what-is-configuration-drif v2_locations: - devops.md year: N/A - addition_method: manual https://www.convert.com/blog/a-b-testing/a-b-testing-tools-2022-beyond: + addition_method: manual content_hash: 5879467ddd1431a82eb84e1a07cc73ad74f6f1f8c64d815c34c9238906125d2e description: '' health_score: 100.0 @@ -239615,8 +249189,8 @@ https://www.convert.com/blog/a-b-testing/a-b-testing-tools-2022-beyond: v2_locations: - qa.md year: N/A - addition_method: manual https://www.copado.com/devops-hub/blog/applying-a-zero-trust-infrastructure-in-kubernetes: + addition_method: manual content_hash: 618df80cd3ef40af30422297bd03f0e1f6f6037b943bda49446ae83687c82726 description: '' health_score: 100.0 @@ -239627,8 +249201,8 @@ https://www.copado.com/devops-hub/blog/applying-a-zero-trust-infrastructure-in-k v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://www.copado.com/resources/blog/applying-a-zero-trust-infrastructure-in-kubernetes: + addition_method: manual ai_summary: Outlines architectural models for establishing zero-trust policies inside dynamic container structures. Curator insight points to identity-driven micro-segmentation and continuous token validation at each boundary. Live grounding shows that using @@ -239651,9 +249225,9 @@ https://www.copado.com/resources/blog/applying-a-zero-trust-infrastructure-in-ku v2_locations: - kubernetes-security.md year: '2022' - addition_method: manual ? https://www.cope.es/programas/la-linterna/noticias/ejemplo-moneda-con-que-entender-como-funciona-ordenador-cuantico-una-revolucion-20240407_3232557 -: content_hash: ae167deaf309a8976197a7757268a2f884e91930e188557181f95f03fe2f090a +: addition_method: manual + content_hash: ae167deaf309a8976197a7757268a2f884e91930e188557181f95f03fe2f090a description: '' health_score: 100.0 last_checked: 1779033671.900354 @@ -239669,8 +249243,8 @@ https://www.copado.com/resources/blog/applying-a-zero-trust-infrastructure-in-ku v2_locations: - introduction.md year: N/A - addition_method: manual https://www.cortex.dev/post/how-to-build-a-pipeline-to-retrain-and-deploy-models: + addition_method: manual content_hash: fe45d54cf2e024902ce3211e9447e5375d93d7c3f8ec8f3014b6765db00f25c0 description: '' health_score: 100.0 @@ -239686,8 +249260,8 @@ https://www.cortex.dev/post/how-to-build-a-pipeline-to-retrain-and-deploy-models v2_locations: - mlops.md year: N/A - addition_method: manual https://www.cortex.io: + addition_method: manual content_hash: 604a100f37776e3aa8e9d6401f7a494e4702ced6fe169bdd1c1f589364403cd0 description: '' health_score: 100.0 @@ -239703,8 +249277,8 @@ https://www.cortex.io: v2_locations: - devops.md year: N/A - addition_method: manual https://www.cortex.io/post/a-guide-to-the-best-sre-tools: + addition_method: manual ai_summary: This reference guide provides a framework to evaluate SRE automation platforms, including service cataloging, telemetry aggregators, and automated incident response tools. It details how prioritizing tooling based on the engineering @@ -239726,8 +249300,8 @@ https://www.cortex.io/post/a-guide-to-the-best-sre-tools: v2_locations: - sre.md year: '2022' - addition_method: manual https://www.cortex.io/post/why-you-need-a-microservices-catalog-tool: + addition_method: manual content_hash: 1f3eaaced0dc2f37778cdf39e3e3405cd4648ab1a4c3e9513b5470d1aab4db61 health_score: 100.0 last_checked: 1779130494.98062 @@ -239739,8 +249313,8 @@ https://www.cortex.io/post/why-you-need-a-microservices-catalog-tool: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.couchbase.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -239756,8 +249330,8 @@ https://www.couchbase.com: v2_locations: - nosql.md year: N/A - addition_method: manual https://www.coursera.org: + addition_method: manual ai_summary: A leading platform for advanced cloud systems engineering degrees and industrial certifications. Hosts structured learning tracks curated directly by major cloud vendors and prestigious academic centers. @@ -239784,8 +249358,8 @@ https://www.coursera.org: v2_locations: - elearning.md year: N/A - addition_method: manual https://www.coursera.org/learn/google-cloud-java-spring: + addition_method: manual content_hash: c4ab82d94e49289f1c62f3cb021dcf5a3391c2a99c61c756e311f2861191e36e description: '' health_score: 100.0 @@ -239797,8 +249371,8 @@ https://www.coursera.org/learn/google-cloud-java-spring: v1_locations: - docs/elearning.md year: N/A - addition_method: manual https://www.coursereport.com/blog/python-for-cyber-security-with-flatiron-school: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -239814,8 +249388,8 @@ https://www.coursereport.com/blog/python-for-cyber-security-with-flatiron-school v2_locations: - python.md year: N/A - addition_method: manual https://www.crn.com/news/cloud/ibm-s-red-hat-reveals-ansible-automation-platform-2-early-access: + addition_method: manual content_hash: 613c1b5427c364e06b5ec1d8bed0ca8d21e2b2c720067ea65ae6e63dac8c682e description: '' health_score: 100.0 @@ -239831,8 +249405,45 @@ https://www.crn.com/news/cloud/ibm-s-red-hat-reveals-ansible-automation-platform v2_locations: - ansible.md year: N/A - addition_method: manual +? https://www.crn.com/news/cover-story/microsoft-s-judson-althoff-to-partners-managed-services-are-your-ai-superpower?itc=refresh?ocid=FY26_soc_omc_br_X_CRNJudson +: addition_method: automatic + ai_summary: '* **Curator Insight**: Pivots the corporate AI narrative away from + basic experimentation toward the long-term operational challenges of security, + governance, and model maintenance. + + * **Live Grounding**: Features executive analysis on how Microsoft is incentivizing + its partner ecosystem to develop continuous verification pipelines, protecting + enterprise LLMs against data loss and drift.' + category: ai-agents-mcp + complexity: Advanced + content_hash: fe27370187f08a4459690441f3a7357f8f4081b533999cdfdade5520c53a2afc + description: Commercial CEO Judson Althoff outlines how managed service providers + (MSPs) must mature into 'Frontier Firms' to tune, monitor, secure, and govern + enterprise AI agents. + hierarchy: + - Enterprise Architecture + - AI Operations + - Governance + - Managed Services + is_microservice: false + language: en + last_checked: 1780352730.2075 + reputation_status: Vetted + reputation_summary: Significant industry cover story summarizing Microsoft's forward-looking + commercial partner strategies for AI agent lifecycle management and secure operations. + resource_type: interview + social_preview_url: https://www.crn.com/news/cover-story/media_168117898e24079f6d08507aee78cde108e1ea280.png?width=1200&format=pjpg&optimize=medium + source_provenance: X.com (Microsoft) + stars: 4 + status: online + suggested_new_category: ai-managed-services + tags: + - CASE STUDY + title: 'Microsoft Commercial CEO Althoff to Partners: Managed Services Are Your + AI Superpower' + year: '2026' https://www.cronista.com/apertura/empresas/como-identificar-a-un-mal-jefe-y-que-errores-no-pueden-cometer-hoy-los-lideres: + addition_method: manual content_hash: 4eaf0adef43048b31bfa4902f65deda6d5a9f05b672f73cbe1ed6ec9c820ac92 description: '' health_score: 100.0 @@ -239849,8 +249460,8 @@ https://www.cronista.com/apertura/empresas/como-identificar-a-un-mal-jefe-y-que- v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.crossover.com: + addition_method: manual ai_summary: Specialized platform matching high-performing technical talent with long-term, full-time remote contracts utilizing rigorous cognitive and technical testing. @@ -239877,8 +249488,8 @@ https://www.crossover.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.crossplane.io: + addition_method: manual ai_summary: Crossplane transforms Kubernetes into a universal control plane. By exposing managed cloud infrastructure as custom Resource Definitions (CRDs), it allows platform teams to build native compositions without external IaC tools. @@ -239899,8 +249510,8 @@ https://www.crossplane.io: v2_locations: - crossplane.md year: '2026' - addition_method: manual https://www.crunchbase.com/organization/openshift/timeline/timeline: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -239914,8 +249525,8 @@ https://www.crunchbase.com/organization/openshift/timeline/timeline: v2_locations: - newsfeeds.md year: N/A - addition_method: manual https://www.crunchydata.com: + addition_method: manual content_hash: 8ba51520fd27cc1616df7f507805e2d7f27d743bb027a15f23e24d53d6b8161a description: '' health_score: 100.0 @@ -239931,8 +249542,8 @@ https://www.crunchydata.com: v2_locations: - crunchydata.md year: N/A - addition_method: manual https://www.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas: + addition_method: manual content_hash: d4271a253cdf8aa0621560255d32476b18be0492e7bd5310886216248183a30a health_score: 100.0 last_checked: 1779130494.960581 @@ -239944,8 +249555,8 @@ https://www.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas: - 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Contrast: Curator Insight examines simple workflow friction, while Live Grounding reveals that utilizing shared platform @@ -241439,8 +251050,8 @@ https://www.cybersecuritydive.com/news/developer-security-gitlab-devsecops/59959 v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.cyera.com: + addition_method: manual content_hash: 623a75510934a177f5a67bf09b7f81d1a6177ea5daaafeac7e2f646d14aa9e9d health_score: 100.0 last_checked: 1779130494.953485 @@ -241451,8 +251062,8 @@ https://www.cyera.com: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.cynet.com/incident-response/incident-response-plan: + addition_method: manual content_hash: fb2358a18d0ff615389ed4cedae2f691bb8cd947828c4c4a7adb48217b7756ec description: '' health_score: 100.0 @@ -241467,8 +251078,8 @@ https://www.cynet.com/incident-response/incident-response-plan: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.daan.fyi/writings/iam: + addition_method: manual content_hash: 0161b30c1e7e7e2cfc2e845c225875862964e3525260055f72c7611385bd2d3d description: '' health_score: 100.0 @@ -241484,8 +251095,8 @@ https://www.daan.fyi/writings/iam: v2_locations: - aws-security.md year: N/A - addition_method: manual https://www.danhacks.com/software/grpc-rest-graphql.html: + addition_method: manual content_hash: 1fd02a8f378ca2a00c0ee2ec3258049822b9ba4aa32e1e6597e9eee74326159a description: '' health_score: 100.0 @@ -241501,8 +251112,8 @@ https://www.danhacks.com/software/grpc-rest-graphql.html: v2_locations: - api.md year: N/A - addition_method: manual https://www.danielstechblog.io/mitigating-slow-container-image-pulls-on-azure-kubernetes-service: + addition_method: manual ai_summary: Investigates mitigation patterns for cold-start latency issues associated with large container image pulls in AKS. Examines dynamic caching, optimal Azure Container Registry (ACR) alignment, and the deployment of advanced artifact streaming @@ -241531,15 +251142,15 @@ https://www.danielstechblog.io/mitigating-slow-container-image-pulls-on-azure-ku v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.darkreading.com/dr-tech/fugue-adds-kubernetes-security-checks-to-secure-infrastructure-as-code: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029466.320563 v1_locations: - docs/securityascode.md - addition_method: manual https://www.darkreading.com/dr-tech/top-10-kubernetes-security-risks-every-devsecops-needs-to-know: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -241554,8 +251165,8 @@ https://www.darkreading.com/dr-tech/top-10-kubernetes-security-risks-every-devse v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.databricks.com/blog/2020/09/11/announcing-databricks-labs-terraform-integration-on-aws-and-azure.html: + addition_method: manual content_hash: e3bc68c9033b56d311ccbce9c1a8fc1190e13eb4ea23df2d68d68e9f90d5c416 health_score: 100.0 last_checked: 1779130494.991599 @@ -241567,8 +251178,199 @@ https://www.databricks.com/blog/2020/09/11/announcing-databricks-labs-terraform- - docs/terraform.md v2_locations: - terraform.md - addition_method: manual +https://www.databricks.com/dataaisummit: + addition_method: automatic + ai_summary: 'Curator Insight: Highly regarded as the definitive epicenter for large-scale + data and AI engineering. Live Grounding: Real-time industry assessments verify + that the 2026 summit focuses heavily on production-ready agentic workflows, Apache + Airflow unified control planes, and enterprise LLM scalability. The conference + provides cloud architects with critical, vetted strategies to transition generative + AI from experimental pilots to resilient production environments.' + category: ai-agents-mcp + complexity: advanced + content_hash: 7ecaeb0f859b2d9b15977340020b1fc69f24442d1156a089e5c5b5b0da77a01a + description: The premier global conference for data engineering, analytics, and + AI architectures, highlighting Spark, Delta Lake, and enterprise ML orchestration. + hierarchy: + - Infrastructure + - Artificial Intelligence + - Conferences + is_microservice: false + language: en + last_checked: 1780355803.639406 + reputation_status: Vetted + reputation_summary: Highly reputable flagship conference hosted by Databricks, globally + recognized as a premier event for data engineering, analytics, and AI architecture + scaling. + resource_type: event + social_preview_url: '' + source_provenance: X.com (Databricks) + stars: 4 + status: online + suggested_new_category: conferences + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: Databricks Data + AI Summit 2026 | Leading AI Conference + year: '2026' +https://www.databricks.com/dataaisummit/session/evolving-apache-spark-structured-streaming-open-source-year-review-and: + addition_method: automatic + ai_summary: 'An in-depth technical retrospective and roadmap session on open-source + Apache Spark Structured Streaming, tracking the critical evolution into Spark + 4.1 and 4.2. + + - **Architectural Value**: Addresses mission-critical streaming ETL and real-time + ingestion pipelines. + + - **Key Features**: Highlights the new ''Real-Time Mode'' for sub-millisecond + latencies and enhanced stateful transform utilities like `TransformWithState`. + + - **Technical Significance**: Details query evolution, state repartitioning, and + lock revamps required to sustain high-throughput data processing in large-scale + deployments.' + category: aws-databases + complexity: advanced + content_hash: 7912725b38339251cb3b075a485f860d370fad6bddaa068c2ffe8575d18370e1 + description: A technical breakdown of Apache Spark Structured Streaming advancements + in versions 4.1 and 4.2. + hierarchy: + - Data Engineering + - Stream Processing + - Apache Spark + - Structured Streaming + is_microservice: false + language: en + last_checked: 1780352544.370254 + reputation_status: Vetted + reputation_summary: Highly valued session by streaming architects detailing major + architectural improvements to open-source Apache Spark 4.1 and 4.2. + resource_type: session + social_preview_url: '' + source_provenance: X.com (ApacheSpark) + stars: 4 + status: online + suggested_new_category: kubernetes-bigdata + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'Evolving Apache Spark Structured Streaming in Open Source: A Year in Review + and the Road Ahead!' + year: '2026' +https://www.databricks.com/dataaisummit/session/how-build-agentic-pipelines-oss-spark-declarative-pipelines: + addition_method: automatic + ai_summary: '### Curator Insight + + This technical session introduces Apache Spark''s next-generation Declarative + Pipelines API, designed to bring determinism to AI-assisted ''vibe coding'' and + agentic workflows. Presenters Scott Haines and Allison Wang outline practical + patterns for maintaining rigorous schema validation, testability, and deterministic + execution when integrating LLM agents with big data processing. It marks a significant + shift from traditional DStreams or Structured Streaming toward declaratively-defined, + self-orchestrating data lakes.' + category: ai-agents-mcp + complexity: Advanced + content_hash: 56a0e49bbea721fdb95eab71fd37f32869fe2d371f1069b8b593b089b486ea92 + description: A technical session from Databricks Data + AI Summit 2026 highlighting + Apache Spark's new Declarative Pipelines API and patterns for deterministic agentic + data engineering. + hierarchy: + - Data Engineering + - Apache Spark + - Declarative Pipelines + impact_score: 90 + is_microservice: false + language: English + last_checked: 1780401702.548859 + reputation_status: Vetted + reputation_summary: An official, high-quality technical session at the Databricks + Data + AI Summit 2026. Highly trusted and praised by the distributed systems and + big data engineering communities. + resource_type: Conference Session + social_preview_url: '' + source_provenance: X.com (ApacheSpark) + stars: 4 + status: online + suggested_new_category: data-engineering-and-streaming + tags: + - EMERGING + - ENTERPRISE-STABLE + title: How to Build Agentic Pipelines with OSS Spark Declarative Pipelines + year: '2026' +https://www.databricks.com/dataaisummit/session/upcoming-apache-sparktm-42-next-chapter-unified-analytics: + addition_method: automatic + ai_summary: An in-depth look at Apache Spark 4.2, highlighting key architectural + enhancements designed for high-performance AI workloads and unified analytics. + This session details the native engine-level support for real-time feature pipelines, + multimodal data processing, and AI-assisted SQL query planning. It highlights + major performance upgrades for distributed streaming and batch workflows, solidifying + Spark's role in modern enterprise data lakehouse topologies. + category: kubernetes-bigdata + complexity: advanced + content_hash: 6c993f2210bed72337ea1ffb5f6e242bc41dac631d95824ef9b4a5bbb3b0c2b7 + description: A Databricks Data and AI Summit 2026 session detailing the architectural + improvements, real-time feature pipelines, and native AI capabilities in Apache + Spark 4.2. + hierarchy: + - Data Engineering + - Big Data Engines + - Apache Spark + is_microservice: false + language: en + last_checked: 1780352828.641395 + reputation_status: Vetted + reputation_summary: Highly regarded technical session at the Databricks Data and + AI Summit 2026, previewing core optimizations in Apache Spark 4.2. + resource_type: session + social_preview_url: '' + source_provenance: X.com (ApacheSpark) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + title: 'The Upcoming Apache Spark 4.2: The Next Chapter in Unified Analytics' + year: '2026' +https://www.databricks.com/dataaisummit/session/whats-new-apache-sparktm-41: + addition_method: automatic + ai_summary: 'This core presentation from the Databricks Data + AI Summit 2026 explores + major design shifts in Apache Spark 4.1. It introduces Spark Declarative Pipelines + (SDP) for simplified dependency orchestration and launches a dedicated Real-Time + Mode in Structured Streaming to achieve sub-second latency. + + + * Showcases robust Python performance leaps via Arrow-native UDFs/UDTFs and pushdown + filtering. + + * Demonstrates production-grade improvements in Spark Connect and GA SQL scripting + structures.' + category: kubernetes-bigdata + complexity: Advanced + content_hash: 386e29da2e411b9fa139ab333b1d1ea9dc7b3e9e544c1842d0d995981a5af493 + description: Architectural breakdown of technical innovations in Apache Spark 4.1, + detailing Declarative Pipelines and Real-Time streaming enhancements. + hierarchy: + - Data Engineering + - Distributed Computing + - Apache Spark Engine + is_microservice: false + language: en + last_checked: 1780352414.11571 + reputation_status: Vetted + reputation_summary: Official Databricks Data + AI Summit presentation, establishing + authoritative roadmap definitions for modern big data pipelines. + resource_type: article + social_preview_url: '' + source_provenance: X.com (ApacheSpark) + stars: 4 + status: online + suggested_new_category: data-engineering + tags: + - '[EMERGING]' + - '[ENTERPRISE-STABLE]' + title: What's New in Apache Spark 4.1? | Databricks Data + AI Summit 2026 + year: '2026' https://www.datacenterdynamics.com/en/opinions/why-netops-needs-a-digital-sandbox-to-benefit-from-devops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -241583,8 +251385,8 @@ https://www.datacenterdynamics.com/en/opinions/why-netops-needs-a-digital-sandbo v2_locations: - devops.md year: N/A - addition_method: manual https://www.datacenterknowledge.com/cloud/pros-and-cons-kubernetes-based-hybrid-cloud: + addition_method: manual content_hash: 880506c385da2f8983c1cf1e7fb0289fb628ec126ec148ff323d808e453a2afd description: '' health_score: 100.0 @@ -241595,8 +251397,8 @@ https://www.datacenterknowledge.com/cloud/pros-and-cons-kubernetes-based-hybrid- v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.datacenterknowledge.com/cloud/the-pros-and-cons-of-kubernetes-based-hybrid-cloud: + addition_method: manual content_hash: e6acbed9e068f474f0ec5ff1a5d414387f137d5179c2d85243b907bd11861654 health_score: 100.0 last_checked: 1779130495.022042 @@ -241608,8 +251410,8 @@ https://www.datacenterknowledge.com/cloud/the-pros-and-cons-of-kubernetes-based- - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.datacenterknowledge.com/devops/red-hat-brings-its-managed-openshift-kubernetes-service-aws: + addition_method: manual content_hash: 19eff054d872011c28a707270d81a616ea90a356b7ed4cf3129995f739176622 description: '' health_score: 100.0 @@ -241621,8 +251423,8 @@ https://www.datacenterknowledge.com/devops/red-hat-brings-its-managed-openshift- v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.datacenterknowledge.com/hyperscalers/red-hat-brings-its-managed-openshift-kubernetes-service-to-aws: + addition_method: manual content_hash: f4e48c1430306216b3b4a6edb4624ddcbe6b15a338cbc2d2efc0be3ded8de647 health_score: 100.0 last_checked: 1779130495.020074 @@ -241634,8 +251436,8 @@ https://www.datacenterknowledge.com/hyperscalers/red-hat-brings-its-managed-open - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.datacenterknowledge.com/open-source/explaining-knative-project-liberate-serverless-cloud-giants: + addition_method: manual content_hash: d4c7167609ef325fec7ef93f9a0573b36b016ad42bd3ae5990e42ca0193de71d description: '' health_score: 100.0 @@ -241648,8 +251450,8 @@ https://www.datacenterknowledge.com/open-source/explaining-knative-project-liber - docs/ocp4.md - docs/serverless.md year: N/A - addition_method: manual https://www.datacenterknowledge.com/servers/explaining-knative-the-project-to-liberate-serverless-from-cloud-giants: + addition_method: manual content_hash: 7ed1338716b593f91836ec80bd9ca148ca30f33d395ee33ad3bc611f63b3384b health_score: 100.0 last_checked: 1779130494.953727 @@ -241663,8 +251465,8 @@ https://www.datacenterknowledge.com/servers/explaining-knative-the-project-to-li v2_locations: - ocp4.md - serverless.md - addition_method: manual https://www.datadoghq.com: + addition_method: manual content_hash: 96079a3456cd59f44c688603b0fbcb676e66d81af102aaafc00d3db82ccd5d6f description: '' health_score: 100.0 @@ -241680,8 +251482,8 @@ https://www.datadoghq.com: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.datadoghq.com/blog/monitor-vault-metrics-and-logs: + addition_method: manual ai_summary: Technical article detailing key performance indicators, unseal latency, policy failures, and performance metrics for HashiCorp Vault monitoring. Focuses on setting up proactive alerts via Datadog integration. @@ -241708,8 +251510,8 @@ https://www.datadoghq.com/blog/monitor-vault-metrics-and-logs: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.datadoghq.com/blog/monitoring-kafka-performance-metrics: + addition_method: manual ai_summary: 'Curator Insight: The gold-standard diagnostic reference for key Kafka metrics. Live Grounding: Breaks down critical under-replicated partition counts, active controller counts, consumer lag, and I/O network thread usage, offering @@ -241737,8 +251539,8 @@ https://www.datadoghq.com/blog/monitoring-kafka-performance-metrics: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.datadoghq.com/resources/datadog-postgresql-cheatsheet: + addition_method: manual content_hash: b371ccda0c9ff56640cc4b62081662335f4a1b7ef3a2fbfc8fb554e64e61662e description: '' health_score: 100.0 @@ -241754,8 +251556,8 @@ https://www.datadoghq.com/resources/datadog-postgresql-cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.datamechanics.co: + addition_method: manual ai_summary: 'Curator Insight: Platform news highlighting Apache Spark 3.1 generally available support for native Kubernetes. @@ -241781,8 +251583,8 @@ https://www.datamechanics.co: - docker.md - kubernetes-bigdata.md year: '2021' - addition_method: manual https://www.datamechanics.co/blog-post/apache-spark-3-1-release-spark-on-kubernetes-is-now-ga: + addition_method: manual content_hash: efcdad385764e438329e36c990283128884ef4ff0ea935bcfe0d1fd23add8d94 description: '' health_score: 100.0 @@ -241794,8 +251596,8 @@ https://www.datamechanics.co/blog-post/apache-spark-3-1-release-spark-on-kuberne v1_locations: - docs/kubernetes-bigdata.md year: N/A - addition_method: manual https://www.datamechanics.co/blog-post/optimized-spark-docker-images-now-available: + addition_method: manual content_hash: efcdad385764e438329e36c990283128884ef4ff0ea935bcfe0d1fd23add8d94 description: '' health_score: 100.0 @@ -241806,8 +251608,8 @@ https://www.datamechanics.co/blog-post/optimized-spark-docker-images-now-availab v1_locations: - docs/docker.md year: N/A - addition_method: manual https://www.datarevenue.com/en-blog/airflow-vs-luigi-vs-argo-vs-mlflow-vs-kubeflow: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -241821,8 +251623,8 @@ https://www.datarevenue.com/en-blog/airflow-vs-luigi-vs-argo-vs-mlflow-vs-kubefl v2_locations: - mlops.md year: N/A - addition_method: manual https://www.datastax.com/blog/apache-cassandra-40-now-delivered-k8ssandra-amazon-eks: + addition_method: manual content_hash: ba545566acbb2af32bc2b363440712e235b2a40f865f0f859ba2dce85f8af521 description: '' health_score: 100.0 @@ -241833,8 +251635,8 @@ https://www.datastax.com/blog/apache-cassandra-40-now-delivered-k8ssandra-amazon v1_locations: - docs/nosql.md year: N/A - addition_method: manual https://www.datree.io: + addition_method: manual ai_summary: An open-source CLI-driven tool that scans Kubernetes manifests and Helm charts to verify compliance with operational guidelines and security benchmarks. Grounding shows how Datree can be executed within pre-commit hooks or CI/CD pipelines @@ -241866,8 +251668,8 @@ https://www.datree.io: - kubernetes-tools.md - git.md year: N/A - addition_method: manual https://www.datree.io/resources/argocd-best-practices-you-should-know: + addition_method: manual ai_summary: Datree's policy-as-code guide for Argo CD configurations. Illustrates automatic linting mechanisms inside development environments to filter out schema violations. @@ -241895,8 +251697,8 @@ https://www.datree.io/resources/argocd-best-practices-you-should-know: v2_locations: - argo.md year: N/A - addition_method: manual https://www.datree.io/resources/eks-1-22-upgrade-tutorial: + addition_method: manual content_hash: cd39e0d621c8e9dc83d2975943e63f33c86f2b6d033337c59ab7f8a257ae54dd health_score: 100.0 last_checked: 1779130494.939501 @@ -241907,8 +251709,8 @@ https://www.datree.io/resources/eks-1-22-upgrade-tutorial: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.datree.io/resources/git-commit-message: + addition_method: manual ai_summary: Explains the technical and cultural advantages of maintaining a highly standardized commit history format. It outlines structures like Conventional Commits, showing how programmatic message styling automates release notes, speeds up reviews, @@ -241930,8 +251732,8 @@ https://www.datree.io/resources/git-commit-message: v2_locations: - git.md year: '2021' - addition_method: manual https://www.datree.io/resources/how-to-build-a-helm-plugin-in-minutes: + addition_method: manual ai_summary: A structured developer guide that walks through the anatomy of Helm's plugin architecture. It provides an actionable walkthrough on packaging custom scripts as first-class CLI extensions, enhancing operational customizability. @@ -241958,8 +251760,8 @@ https://www.datree.io/resources/how-to-build-a-helm-plugin-in-minutes: v2_locations: - helm.md year: N/A - addition_method: manual https://www.datree.io/resources/kubernetes-readiness-and-liveness-probes-best-practices: + addition_method: manual content_hash: ae0fec6b4079cbcbf6489a0f6b64f7f6061655f8f0cc90002ecc4c9b39915207 health_score: 100.0 last_checked: 1779130495.032921 @@ -241970,8 +251772,8 @@ https://www.datree.io/resources/kubernetes-readiness-and-liveness-probes-best-pr - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.datree.io/resources/kubernetes-schema-validation: + addition_method: manual content_hash: 130caa60465ef9fbb30712e570c7b41fc6ace61aedf601378ed5b36810354e0f description: '' health_score: 100.0 @@ -241987,8 +251789,8 @@ https://www.datree.io/resources/kubernetes-schema-validation: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.dbi-services.com/blog/deploying-postgresql-in-minishiftopenshift: + addition_method: manual content_hash: f18b45c2ffd42358ebda43bb4722153f577d8156d7a80f559a15f18b61838334 health_score: 100.0 last_checked: 1779130494.995865 @@ -242000,8 +251802,8 @@ https://www.dbi-services.com/blog/deploying-postgresql-in-minishiftopenshift: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.decipherzone.com/blog-detail/kubernetes-vs-docker-swarm: + addition_method: manual content_hash: 95413c0237e5baf31370164275dcd04530d1f41b984ae1349ce5074034222b0f description: '' health_score: 100.0 @@ -242018,8 +251820,8 @@ https://www.decipherzone.com/blog-detail/kubernetes-vs-docker-swarm: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.deepinstinct.com/2021/07/01/what-makes-powershell-a-challenge-for-cybersecurity-solutions: + addition_method: manual content_hash: 025bd376e73ab55c02889a83fa86bfab69f4039ac4b2cd3bc8eb9ac3a7253b6b description: '' health_score: 100.0 @@ -242031,8 +251833,8 @@ https://www.deepinstinct.com/2021/07/01/what-makes-powershell-a-challenge-for-cy v1_locations: - docs/azure.md year: N/A - addition_method: manual https://www.deepinstinct.com/blog/what-makes-powershell-a-challenge-for-cybersecurity-solutions: + addition_method: manual content_hash: 344d7411fe345d1ddc87dd0cfc7e3f093e01fbd21bf3a687ca885689d4dc9fdc health_score: 100.0 last_checked: 1779130495.007179 @@ -242043,8 +251845,8 @@ https://www.deepinstinct.com/blog/what-makes-powershell-a-challenge-for-cybersec - docs/azure.md v2_locations: - azure.md - addition_method: manual https://www.deloitte.com/de/de/services/consulting/services/center-of-excellence-application-modernization.html: + addition_method: manual content_hash: c19bba423546c6495097bec40d5e4da6b864e63b9fc17d9aed64fd22b50d16f6 health_score: 100.0 last_checked: 1779130494.97667 @@ -242056,8 +251858,8 @@ https://www.deloitte.com/de/de/services/consulting/services/center-of-excellence - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.deloitte.com/es/es/services/consulting/blogs/todo-tecnologia/fargate-con-eks.html: + addition_method: manual ai_summary: Un análisis detallado en español elaborado por Deloitte sobre la integración de AWS Fargate como plano de datos sin servidor para clústeres de Amazon EKS. 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Contrast: Curator Insight suggests a total abandonment of Docker, while Live Grounding demonstrates that while Kubernetes transitioned strictly to containerd/CRI-O, Docker remains @@ -242263,9 +252065,9 @@ https://www.devbattles.com/en/sand/post-1757-Python_Flask_Part_1_Hello_World: v2_locations: - devsecops.md year: '2021' - addition_method: manual ? https://www.devclass.com/containers/2021/01/26/haproxy-ingress-controller-15-introduces-mtls-support-gives-load-balancing-experts-more-power/1619777 -: content_hash: fb28edabdc248958c6f0465291f098196773ee0d0c40f0b5a778e49258301b56 +: addition_method: manual + content_hash: fb28edabdc248958c6f0465291f098196773ee0d0c40f0b5a778e49258301b56 health_score: 100.0 last_checked: 1779130494.945622 needs_ai_refresh: true @@ -242276,9 +252078,9 @@ https://www.devbattles.com/en/sand/post-1757-Python_Flask_Part_1_Hello_World: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual ? https://www.devclass.com/containers/2021/04/09/kubernetes-121-unloads-pod-security-adds-dual-ipv4/ipv6-networking-and-shuts-down-gracefully/1623619 -: content_hash: 3eec8d7ba13e9a85f6d81dd372ff236ba44b74c7178580d399a2b1b45f821063 +: addition_method: manual + content_hash: 3eec8d7ba13e9a85f6d81dd372ff236ba44b74c7178580d399a2b1b45f821063 health_score: 100.0 last_checked: 1779130495.004655 needs_ai_refresh: true @@ -242289,9 +252091,9 @@ https://www.devbattles.com/en/sand/post-1757-Python_Flask_Part_1_Hello_World: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual ? https://www.devclass.com/containers/2021/09/02/rancher-presents-first-big-release-after-suse-acquisition-ups-game-on-hosted-cluster-provisioning/1627301 -: content_hash: f651159dbf1e7c76df11b5b1bb6a490c95af41fb032beeca3812675f00ec9497 +: addition_method: manual + content_hash: f651159dbf1e7c76df11b5b1bb6a490c95af41fb032beeca3812675f00ec9497 health_score: 100.0 last_checked: 1779130494.97952 needs_ai_refresh: true @@ -242302,8 +252104,8 @@ https://www.devbattles.com/en/sand/post-1757-Python_Flask_Part_1_Hello_World: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.devclass.com/databases/2021/04/20/apache-kafka-280-previews-life-without-zookeeper/1627009: + addition_method: manual ai_summary: Analyzes the operational and administrative benefits of ZooKeeper removal. Reviews how KRaft architecture improves cluster limits, simplifies administrator overhead, and accelerates recovery speeds during node failures. @@ -242324,9 +252126,9 @@ https://www.devclass.com/databases/2021/04/20/apache-kafka-280-previews-life-wit v2_locations: - message-queue.md year: '2021' - addition_method: manual ? https://www.devclass.com/devops/2021/12/09/terraform-11-moves-forward-with-refactoring-helpers-and-native-terraform-cloud-integration/1621944 -: content_hash: 143695272bed76d5949030c234fc31675514f7b076d5b0779c35f3fdc436e5bc +: addition_method: manual + content_hash: 143695272bed76d5949030c234fc31675514f7b076d5b0779c35f3fdc436e5bc health_score: 100.0 last_checked: 1779130494.992294 needs_ai_refresh: true @@ -242337,8 +252139,8 @@ https://www.devclass.com/databases/2021/04/20/apache-kafka-280-previews-life-wit - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.developer.com/design/event-driven-microservices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -242352,8 +252154,8 @@ https://www.developer.com/design/event-driven-microservices: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.developer.com/design/solving-microservices-anti-patterns: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -242367,8 +252169,8 @@ https://www.developer.com/design/solving-microservices-anti-patterns: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.devopsdigest.com: + addition_method: manual content_hash: 90c8f701cbbbbd54b193d725d6ba26ed237a429b8713775648ca74ff30d43e3a description: '' health_score: 100.0 @@ -242383,8 +252185,8 @@ https://www.devopsdigest.com: v2_locations: - devops.md year: N/A - addition_method: manual https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration: + addition_method: manual ai_summary: 'Curator Insight: Explains the integration of legacy build architectures with cloud-native Kubernetes deployments. Live Grounding: Focuses on managing microservice dependencies, service meshes, and GitOps workflows in multi-cluster @@ -242414,8 +252216,8 @@ https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernete - faq.md - cicd.md year: N/A - addition_method: manual https://www.devopsonline.co.uk/chatops-devops-scrumops-and-5-other-ops-religions: + addition_method: manual ai_summary: 'Curator Insight: Analyzes various operational methodologies (DevOps, ChatOps, SecOps) as structural team alignments. Live Grounding: Highlights how the explosion of modern operational paradigms requires conscious rationalization @@ -242442,8 +252244,8 @@ https://www.devopsonline.co.uk/chatops-devops-scrumops-and-5-other-ops-religions v2_locations: - cicd.md year: N/A - addition_method: manual https://www.devopsonline.co.uk/devops-and-the-emergence-of-testops: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779029423.783311 @@ -242457,8 +252259,8 @@ https://www.devopsonline.co.uk/devops-and-the-emergence-of-testops: v2_locations: - testops.md year: N/A - addition_method: manual https://www.devopsonline.co.uk/robotics-and-automation-to-cause-anxiety-for-workers: + addition_method: manual ai_summary: An industry report investigating the operational and psychological friction associated with automated platforms. Suggests organizational frameworks for leaders scaling modern GitOps pipelines. @@ -242484,8 +252286,8 @@ https://www.devopsonline.co.uk/robotics-and-automation-to-cause-anxiety-for-work v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.devopsonline.co.uk/the-role-of-automation-in-devops: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779032791.971129 @@ -242499,8 +252301,8 @@ https://www.devopsonline.co.uk/the-role-of-automation-in-devops: v2_locations: - devops.md year: N/A - addition_method: manual https://www.devopstoolkitseries.com: + addition_method: manual content_hash: f75fa514cf2d6eb6f2f9e34911ef4855a67aa5fabeb20911c5fc3c4e50e2d054 description: '' health_score: 100.0 @@ -242516,8 +252318,8 @@ https://www.devopstoolkitseries.com: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://www.devopszone.info: + addition_method: manual content_hash: d383c2a92d3f051699e3f24bf9e3e9317ddff2bac3aacd1e7963d8ac1c474dff description: '' health_score: 100.0 @@ -242533,8 +252335,8 @@ https://www.devopszone.info: v2_locations: - devops.md year: N/A - addition_method: manual https://www.devopszone.info/post/an-introduction-to-git-flow-workflow: + addition_method: manual ai_summary: A basic primer detailing the structure and rules of the Git-flow branching workflow. It walks through the distinct roles of master, develop, feature, hotfix, and release branches, serving as an introductory guide for legacy continuous delivery @@ -242562,8 +252364,8 @@ https://www.devopszone.info/post/an-introduction-to-git-flow-workflow: v2_locations: - git.md year: N/A - addition_method: manual https://www.devopszone.info/post/devsecops-explained: + addition_method: manual ai_summary: A baseline conceptual overview of DevSecOps pipelines. Explores integrating automated vulnerability scanners, static analysis, and compliance checks inside standard CI/CD deployment workflows. @@ -242591,8 +252393,8 @@ https://www.devopszone.info/post/devsecops-explained: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.devprojournal.com/technology-trends/kubernetes/containers-kubernetes-and-software-development-in-2021: + addition_method: manual content_hash: 775e38d99e3fe34e39bf69df5adf7eb3c964fdf801a9bc29a0d6b5f3f46f2faf description: '' health_score: 100.0 @@ -242608,8 +252410,8 @@ https://www.devprojournal.com/technology-trends/kubernetes/containers-kubernetes v2_locations: - introduction.md year: N/A - addition_method: manual https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one: + addition_method: manual ai_summary: Historic but highly practical post detailing manual command-line execution of Git squash. Despite its age, the fundamental rebase-based approaches covered remain functionally correct for baseline legacy setups. @@ -242637,8 +252439,8 @@ https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one: v2_locations: - git.md year: N/A - addition_method: manual https://www.devspace.sh: + addition_method: manual ai_summary: Fast developer-centric CLI tool designed to lower the cloud-native learning curve. Optimizes the inner loop with real-time bidirectional file sync, container hot reloading, and native terminal streaming. @@ -242659,8 +252461,8 @@ https://www.devspace.sh: v2_locations: - kubernetes-based-devel.md year: '2026' - addition_method: manual https://www.devteam.space/blog/10-best-jenkins-plugins-for-devops: + addition_method: manual content_hash: ef7dda9886707f2e5b68ccdf8de4111f9850673f1344254b33d371ef37fcc8f3 description: '' health_score: 100.0 @@ -242676,8 +252478,8 @@ https://www.devteam.space/blog/10-best-jenkins-plugins-for-devops: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.devzero.io/blog/kubernetes-autoscaling: + addition_method: manual content_hash: 15668532ba75a49ee20b6511e20a43cdfba40b03eeeb3949e7cfe0a7074f2b3e health_score: 100.0 last_checked: 1779130494.934627 @@ -242689,8 +252491,8 @@ https://www.devzero.io/blog/kubernetes-autoscaling: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://www.devzero.io/blog/kubernetes-debugging-tips: + addition_method: manual content_hash: eef5f046b2d9eb2de95b2e403e731fbffdd725ad7b531c77a76a470dea141dd6 description: '' health_score: 100.0 @@ -242701,8 +252503,8 @@ https://www.devzero.io/blog/kubernetes-debugging-tips: v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://www.dex.dev/dex-videos/development-clusters: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -242716,8 +252518,8 @@ https://www.dex.dev/dex-videos/development-clusters: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://www.dex.dev/dex-videos/templating-solutions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -242733,8 +252535,8 @@ https://www.dex.dev/dex-videos/templating-solutions: - kustomize.md - yaml.md year: N/A - addition_method: manual https://www.diagrams.net: + addition_method: manual content_hash: 571420716ee518b93d7f6ca7b4e7ffa6f3d3779b10cf3b6982361132c14b2ebe description: '' health_score: 100.0 @@ -242745,8 +252547,8 @@ https://www.diagrams.net: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://www.diagrams.net/blog/drawio-aws-cloudcraft: + addition_method: manual content_hash: 3dfdcd11f832e7a800d14289d4e0c7ec9465424fc0f1dc612390a7cf72e366ab description: '' health_score: 100.0 @@ -242757,8 +252559,8 @@ https://www.diagrams.net/blog/drawio-aws-cloudcraft: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://www.diariocordoba.com/cordoba-ciudad/2021/12/26/autonomo-espana-sigue-profesion-riesgo-61023753.html: + addition_method: manual ai_summary: An analytical interview highlighting the financial and administrative hurdles faced by self-employed professionals in Spain. Discusses systemic issues, lack of safety nets, and legislative comparisons with other European nations. @@ -242787,8 +252589,8 @@ https://www.diariocordoba.com/cordoba-ciudad/2021/12/26/autonomo-espana-sigue-pr v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.diffblue.com: + addition_method: manual content_hash: 1f2fa905dbfe44baff58be763eef1c97894ac1651b8e60afe20667d06db28130 description: '' health_score: 100.0 @@ -242804,8 +252606,8 @@ https://www.diffblue.com: v2_locations: - testops.md year: N/A - addition_method: manual https://www.digitalocean.com: + addition_method: manual content_hash: f46481a483503d4917a31be26e2e4e5cc20e753984b01ab121a950ddd718797e description: '' health_score: 100.0 @@ -242821,8 +252623,8 @@ https://www.digitalocean.com: v2_locations: - digitalocean.md year: N/A - addition_method: manual https://www.digitalocean.com/blog/kubernetes-for-startups-why-when-and-how-to-adopt: + addition_method: manual content_hash: 1e5719beb1fc9c9fc436c2b9c6a23109d2aea3a58dce644d042adec3a2b68c53 description: '' health_score: 100.0 @@ -242833,15 +252635,15 @@ https://www.digitalocean.com/blog/kubernetes-for-startups-why-when-and-how-to-ad v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.digitalocean.com/blog/vanilla-kubernetes-vs-managed-kubernetes: + addition_method: manual content_hash: d2d88011753183cdd2ee842c60bb975720d75b08c2b947bc9caafeb90c79c4fd health_score: 100.0 last_checked: 1779031776.934628 v1_locations: - docs/about.md - addition_method: manual https://www.digitalocean.com/community/books/from-containers-to-kubernetes-with-node-js-ebook: + addition_method: manual content_hash: 44121f80ae19c151071b529630f1dba82f1dd7b1033d23fca74200ca251b01d4 description: '' health_score: 100.0 @@ -242857,8 +252659,8 @@ https://www.digitalocean.com/community/books/from-containers-to-kubernetes-with- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.digitalocean.com/community/books/understanding-the-dom-document-object-model-ebook: + addition_method: manual content_hash: dd64ce0189a7f65d807732c11a16fba83da29e2f350c3440d00b80a0af205f89 description: '' health_score: 100.0 @@ -242874,8 +252676,8 @@ https://www.digitalocean.com/community/books/understanding-the-dom-document-obje v2_locations: - dom.md year: N/A - addition_method: manual https://www.digitalocean.com/community/questions/kuberntes-pvc-readwritemany-access-mode-alternative: + addition_method: manual content_hash: 7dafdc38fa8862677cddf8cdf2309df9033f234c435970fedb63b97b8f09f53f description: '' health_score: 100.0 @@ -242891,8 +252693,8 @@ https://www.digitalocean.com/community/questions/kuberntes-pvc-readwritemany-acc v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tags/docker: + addition_method: manual content_hash: 2317e4e8ba4deed4b898082f1df606de5fe80955018e62dbf86c624029c834c6 description: '' health_score: 100.0 @@ -242908,8 +252710,8 @@ https://www.digitalocean.com/community/tags/docker: v2_locations: - docker.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tags/python: + addition_method: manual content_hash: 2317e4e8ba4deed4b898082f1df606de5fe80955018e62dbf86c624029c834c6 description: '' health_score: 100.0 @@ -242925,8 +252727,8 @@ https://www.digitalocean.com/community/tags/python: v2_locations: - python.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tech-talks/automating-gitops-and-continuous-delivery-with-digitalocean-kubernetes: + addition_method: manual ai_summary: An interactive tutorial showcasing GitOps pipeline construction using Terraform, Helm, and Flux CD on DigitalOcean. Outlines structural separation between application repositories and declarative cluster states. @@ -242948,8 +252750,8 @@ https://www.digitalocean.com/community/tech-talks/automating-gitops-and-continuo v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.digitalocean.com/community/tech-talks/building-a-rest-api-with-django-rest-framework: + addition_method: manual content_hash: b8c1b96ef8ab5a8b0616a8fecda4559d07bbd6309318de478d07886f5300c664 health_score: 100.0 last_checked: 1779130494.93246 @@ -242960,8 +252762,8 @@ https://www.digitalocean.com/community/tech-talks/building-a-rest-api-with-djang - docs/python.md v2_locations: - python.md - addition_method: manual https://www.digitalocean.com/community/tech_talks/automating-gitops-and-continuous-delivery-with-digitalocean-kubernetes: + addition_method: manual content_hash: 59cc9a415b65e1e74221197c25f524afb9dc3be62692c03acd91c2d2d734a067 description: '' health_score: 100.0 @@ -242973,8 +252775,8 @@ https://www.digitalocean.com/community/tech_talks/automating-gitops-and-continuo v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tech_talks/building-a-rest-api-with-django-rest-framework: + addition_method: manual content_hash: ba0bfdb77380ce20039292edbecf507c2a151f4c8300b0cede0133540138d2d2 description: '' health_score: 100.0 @@ -242985,8 +252787,8 @@ https://www.digitalocean.com/community/tech_talks/building-a-rest-api-with-djang v1_locations: - docs/python.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tools: + addition_method: manual content_hash: 8153efb5fb331273d1116c5ed3a41ab9581de018ce9478c4b528a4956b381db6 description: '' health_score: 100.0 @@ -243002,8 +252804,8 @@ https://www.digitalocean.com/community/tools: v2_locations: - digitalocean.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tools/nginx: + addition_method: manual ai_summary: DigitalOcean's visual configuration tool for Nginx. It generates highly secure, production-tested server blocks tailored for modern features like HTTP/2, custom security headers, SSL/TLS optimizations via Let's Encrypt, and Gzip compression. @@ -243033,8 +252835,8 @@ https://www.digitalocean.com/community/tools/nginx: - web-servers.md - digitalocean.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorial-series/how-to-code-in-python-3: + addition_method: manual content_hash: 9cf74907e6d6e4644c379812934007e83426c86aefebf60593f8a1adf9eed681 health_score: 100.0 last_checked: 1779130494.943896 @@ -243045,8 +252847,8 @@ https://www.digitalocean.com/community/tutorial-series/how-to-code-in-python-3: - docs/python.md v2_locations: - python.md - addition_method: manual https://www.digitalocean.com/community/tutorial_series/how-to-code-in-python-3: + addition_method: manual content_hash: 0cec78e750e4543bf9b456231295cf2a5c90e99d2798222ccf4cc84c5d1a928c description: '' health_score: 100.0 @@ -243057,8 +252859,8 @@ https://www.digitalocean.com/community/tutorial_series/how-to-code-in-python-3: v1_locations: - docs/python.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets: + addition_method: manual ai_summary: Tactical walkthrough showing how to provision DigitalOcean GPU Droplets to serve DeepSeek-R1. Configures vLLM runtimes, registers systemd units, and establishes benchmarking paradigms to maximize inference performance on cost-effective infrastructure. @@ -243090,8 +252892,8 @@ https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets: - digitalocean.md - kubernetes.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/how-to-build-a-custom-terraform-module: + addition_method: manual content_hash: 84f838aa529dc42beb6dba95ab466148357d44d801bb8f556fd913f81bdf47a8 description: '' health_score: 100.0 @@ -243107,8 +252909,8 @@ https://www.digitalocean.com/community/tutorials/how-to-build-a-custom-terraform v2_locations: - terraform.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/how-to-create-a-twitterbot-with-python-3-and-the-tweepy-library: + addition_method: manual content_hash: cf54674c5138c8bb35c22c1e52b1ec05c12dd165bfc9a81e91df12fb36528a00 description: '' health_score: 100.0 @@ -243125,8 +252927,8 @@ https://www.digitalocean.com/community/tutorials/how-to-create-a-twitterbot-with v2_locations: - python.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/how-to-debug-node-js-with-the-built-in-debugger-and-chrome-devtools: + addition_method: manual content_hash: 6da0f97987b388cd3a97989d77eea7101ea67b046db8512deff2f411ba25cb3c description: '' health_score: 100.0 @@ -243143,8 +252945,8 @@ https://www.digitalocean.com/community/tutorials/how-to-debug-node-js-with-the-b v2_locations: - ChromeDevTools.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/how-to-deploy-a-scalable-and-secure-django-application-with-kubernetes: + addition_method: manual content_hash: c9a7745695a4e2332e1bbe959e337a35678a5d9ea5604960969665dcbea69763 description: '' health_score: 100.0 @@ -243161,8 +252963,8 @@ https://www.digitalocean.com/community/tutorials/how-to-deploy-a-scalable-and-se v2_locations: - demos.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-using-argo-cd-and-gitops: + addition_method: manual ai_summary: An easy-to-follow guide from DigitalOcean explaining the deployment of microservices onto managed Kubernetes environments using Argo CD GitOps models. complexity: Beginner @@ -243189,9 +252991,9 @@ https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-usi v2_locations: - argo.md year: N/A - addition_method: manual ? https://www.digitalocean.com/community/tutorials/how-to-set-up-an-elasticsearch-fluentd-and-kibana-efk-logging-stack-on-kubernetes -: ai_summary: A structured, hands-on deployment guide for the classic EFK (Elasticsearch, +: addition_method: manual + ai_summary: A structured, hands-on deployment guide for the classic EFK (Elasticsearch, Fluentd, Kibana) logging stack on Kubernetes. Despite newer logging alternatives, the EFK architecture remains a highly stable and widely documented enterprise standard. @@ -243219,9 +253021,9 @@ https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-usi v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual ? https://www.digitalocean.com/community/tutorials/how-to-speed-up-static-web-pages-with-varnish-cache-server-on-ubuntu-20-04 -: content_hash: c55272bbe8096d9eab5d9e0e582e2f168c997c2733360b225b374eda605bb141 +: addition_method: manual + content_hash: c55272bbe8096d9eab5d9e0e582e2f168c997c2733360b225b374eda605bb141 description: '' health_score: 100.0 last_checked: 1779034534.270543 @@ -243237,8 +253039,8 @@ https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-usi v2_locations: - caching.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/how-to-structure-a-terraform-project: + addition_method: manual content_hash: 4fbd34db27c90cfab03ea8d80b3b62cc1b376157e100cf54682594791f11cd63 description: '' health_score: 100.0 @@ -243254,8 +253056,8 @@ https://www.digitalocean.com/community/tutorials/how-to-structure-a-terraform-pr v2_locations: - terraform.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/how-to-use-journalctl-to-view-and-manipulate-systemd-logs: + addition_method: manual ai_summary: Curator Insight details leveraging `journalctl` to interact with systemd's unified binary logging database. Live Grounding highlights that understanding journald filters (by unit, severity, or boot) is absolutely vital for troubleshooting @@ -243286,8 +253088,8 @@ https://www.digitalocean.com/community/tutorials/how-to-use-journalctl-to-view-a v2_locations: - linux.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/how-to-use-the-python-map-function: + addition_method: manual content_hash: 3c7a5271949daec45bfe51c3fd18243f664e48ffcbf9f7c8a5d65918654b806b description: '' health_score: 100.0 @@ -243303,8 +253105,8 @@ https://www.digitalocean.com/community/tutorials/how-to-use-the-python-map-funct v2_locations: - python.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/how-to-use-where-clauses-in-sql: + addition_method: manual content_hash: f1d29688388d9d5604b693f0e2afadf78dabe32146fcfe1960a742371967c7ed description: '' health_score: 100.0 @@ -243320,8 +253122,8 @@ https://www.digitalocean.com/community/tutorials/how-to-use-where-clauses-in-sql v2_locations: - databases.md year: N/A - addition_method: manual https://www.digitalocean.com/community/tutorials/maven-commands-options-cheat-sheet: + addition_method: manual content_hash: 61ff695735962b26cc5db3b8ea9a068743475d65f8ff47fe209efd4f2dd366b6 health_score: 100.0 last_checked: 1779130494.983069 @@ -243332,16 +253134,16 @@ https://www.digitalocean.com/community/tutorials/maven-commands-options-cheat-sh - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://www.digitalocean.com/community/tutorials/understanding-data-types-in-javascript: + addition_method: manual content_hash: 20002fd61349a8e3fdfa2574ceac993257c7bb352f5d910a7cf7d54e3152e4e5 health_score: 100.0 last_checked: 1779029838.924647 needs_ai_refresh: true v1_locations: - docs/javascript.md - addition_method: manual https://www.digitalocean.com/docs/app-platform: + addition_method: manual content_hash: 4be27189ee40809202794969d2283984663c5749fe383a7d87b1a3f3d9b5ef06 description: '' health_score: 100.0 @@ -243352,8 +253154,8 @@ https://www.digitalocean.com/docs/app-platform: v1_locations: - docs/digitalocean.md year: N/A - addition_method: manual https://www.digitalocean.com/docs/kubernetes/how-to/autoscale: + addition_method: manual content_hash: ed647863b5cccd628154fe3cf51c8fcb273dcd48a2cbbaf29a8db33b523520aa description: '' health_score: 100.0 @@ -243364,8 +253166,8 @@ https://www.digitalocean.com/docs/kubernetes/how-to/autoscale: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.digitalocean.com/pricing: + addition_method: manual content_hash: 2015b8e7ec0655c03264fb0973ea6907b641918fa6d01f1d5b8718c3a16df465 description: '' health_score: 100.0 @@ -243376,8 +253178,8 @@ https://www.digitalocean.com/pricing: v1_locations: - docs/public-cloud-solutions.md year: N/A - addition_method: manual https://www.digitalocean.com/products/kubernetes: + addition_method: manual content_hash: 31940624ff3273e1e7cb1020f22f5be7607750575099bcf863b2e6564d5b83d6 description: '' health_score: 100.0 @@ -243397,8 +253199,8 @@ https://www.digitalocean.com/products/kubernetes: - matrix-table.md - public-cloud-solutions.md year: N/A - addition_method: manual https://www.digitalocean.com/resources/articles/kubernetes-for-startups: + addition_method: manual ai_summary: Business and engineering decision guide analyzing when, why, and how early-stage startups should adopt Kubernetes. Focuses on balancing administrative overhead with microservice scalability requirements. @@ -243419,8 +253221,8 @@ https://www.digitalocean.com/resources/articles/kubernetes-for-startups: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual https://www.digitalpeer.com/blog/create-a-gui-application-using-qt-and-python-in-minutes-example-web-browser: + addition_method: manual content_hash: f1637a968ae2bde3e3009271ff65ec9637333bd3739e94794dd1581658e6a8c6 health_score: 100.0 last_checked: 1779034217.78235 @@ -243432,8 +253234,8 @@ https://www.digitalpeer.com/blog/create-a-gui-application-using-qt-and-python-in - docs/python.md v2_locations: - python.md - addition_method: manual https://www.dlford.io/ansible-orchestration-how-to-home-lab-part-10: + addition_method: manual content_hash: 500d3ccd2fc3e3968ac8ac24c70c6ac47de023d62e7f0c2e1f2ef760024004f4 description: '' health_score: 100.0 @@ -243450,8 +253252,8 @@ https://www.dlford.io/ansible-orchestration-how-to-home-lab-part-10: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.docker.com/blog/announcing-the-compose-specification: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243465,8 +253267,8 @@ https://www.docker.com/blog/announcing-the-compose-specification: v2_locations: - docker.md year: N/A - addition_method: manual https://www.docker.com/blog/awesome-compose-app-samples-for-project-dev-kickoff: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243476,8 +253278,8 @@ https://www.docker.com/blog/awesome-compose-app-samples-for-project-dev-kickoff: v1_locations: - docs/other-awesome-lists.md year: N/A - addition_method: manual https://www.docker.com/blog/containerized-python-development-part-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243491,8 +253293,8 @@ https://www.docker.com/blog/containerized-python-development-part-1: v2_locations: - docker.md year: N/A - addition_method: manual https://www.docker.com/blog/containerized-python-development-part-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243502,8 +253304,8 @@ https://www.docker.com/blog/containerized-python-development-part-2: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://www.docker.com/blog/containerized-python-development-part-3: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243513,8 +253315,8 @@ https://www.docker.com/blog/containerized-python-development-part-3: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://www.docker.com/blog/creating-the-best-linux-development-experience-on-windows-wsl-2: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243528,8 +253330,8 @@ https://www.docker.com/blog/creating-the-best-linux-development-experience-on-wi v2_locations: - docker.md year: N/A - addition_method: manual https://www.docker.com/blog/dear-moby-2-kubernetes-in-production: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243543,8 +253345,8 @@ https://www.docker.com/blog/dear-moby-2-kubernetes-in-production: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://www.docker.com/blog/docker-compose-for-amazon-ecs-now-available: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243558,8 +253360,8 @@ https://www.docker.com/blog/docker-compose-for-amazon-ecs-now-available: v2_locations: - docker.md year: N/A - addition_method: manual https://www.docker.com/blog/docker-desktop-wsl-2-backport-update: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243573,8 +253375,8 @@ https://www.docker.com/blog/docker-desktop-wsl-2-backport-update: v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://www.docker.com/blog/docker-github-actions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243588,8 +253390,8 @@ https://www.docker.com/blog/docker-github-actions: v2_locations: - git.md year: N/A - addition_method: manual https://www.docker.com/blog/docker-hardened-images-for-every-developer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243607,8 +253409,8 @@ https://www.docker.com/blog/docker-hardened-images-for-every-developer: - kubernetes.md - securityascode.md year: N/A - addition_method: manual https://www.docker.com/blog/docker-hub-experimental-cli-tool: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -243622,8 +253424,8 @@ https://www.docker.com/blog/docker-hub-experimental-cli-tool: v2_locations: - 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docs/docker.md - addition_method: manual https://www.doppler.com/blog/environment-variables-in-python: + addition_method: manual content_hash: 2736879f4e86108b47ba49e9701b1d7154b7572c711548b163c4b2d9e3a12691 health_score: 100.0 last_checked: 1779130494.99049 @@ -243858,8 +253660,8 @@ https://www.doppler.com/blog/environment-variables-in-python: - docs/python.md v2_locations: - python.md - addition_method: manual https://www.dotnetcurry.com: + addition_method: manual content_hash: d19435c6bc61ff0c4b06d0978390fd93313ed165823c58df38704fce891daac6 description: '' health_score: 100.0 @@ -243875,8 +253677,8 @@ https://www.dotnetcurry.com: v2_locations: - azure.md year: N/A - addition_method: manual https://www.dotnetcurry.com/aspnet-core/kubernetes-for-developers: + addition_method: manual content_hash: b681f3f3f57068ac5b49333e61b1ae23c31c92a407aa5abfae6992ef5325bc22 description: '' health_score: 100.0 @@ -243893,8 +253695,8 @@ https://www.dotnetcurry.com/aspnet-core/kubernetes-for-developers: v2_locations: - 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https://www.dynatrace.com/news/blog/achieve-faster-time-to-value-by-deploying-thousands-of-oneagents-at-once-with-ansible-preview -: content_hash: ffa7fcc4c2c97ca82253bc7b3b42fe68a76378d94de83c0cb3e50592ef11515b +: addition_method: manual + content_hash: ffa7fcc4c2c97ca82253bc7b3b42fe68a76378d94de83c0cb3e50592ef11515b description: '' health_score: 100.0 last_checked: 1779030708.512739 @@ -244141,8 +253943,8 @@ https://www.dynatrace.com/news/blog/a-look-behind-the-scenes-of-aws-lambda-and-o v2_locations: - ansible.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/amazon-cloudwatch-metric-streams-launch-partnership: + addition_method: manual content_hash: b8026a6c3987466fbeb01c83da5660988332ca108d49dd0d826d5949e6150873 description: '' health_score: 100.0 @@ -244159,8 +253961,8 @@ https://www.dynatrace.com/news/blog/amazon-cloudwatch-metric-streams-launch-part v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/automatic-connection-of-logs-and-traces-accelerates-ai-driven-cloud-analytics: + addition_method: manual content_hash: 147d35fbb65f42b5219fef270285d0827846908e809ef0f57d0abae094e2ecf5 description: '' health_score: 100.0 @@ -244177,8 +253979,8 @@ https://www.dynatrace.com/news/blog/automatic-connection-of-logs-and-traces-acce v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/devops-metrics-for-success: + addition_method: manual content_hash: b7d60f4d75cda6747ee1188c898087746a30432a9eb7ca1a94ea879108aa79e9 description: '' health_score: 100.0 @@ -244195,8 +253997,8 @@ https://www.dynatrace.com/news/blog/devops-metrics-for-success: v2_locations: - devops.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/dynatrace-monitoring-for-kubernetes-and-openshift: + addition_method: manual content_hash: 9ccba9be0fb86b8c9189b79f5a92312ceeb4cdc5ec0e35ac29fb4afce0610099 description: '' health_score: 100.0 @@ -244211,8 +254013,8 @@ https://www.dynatrace.com/news/blog/dynatrace-monitoring-for-kubernetes-and-open v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/guide-to-automated-sre-driven-performance-engineering-analysis: + addition_method: manual content_hash: e476451f1cdbe929f6e1dec77ce0afe0e349bbadb80a7eb496d3cc6536ff14c0 description: '' health_score: 100.0 @@ -244228,8 +254030,8 @@ https://www.dynatrace.com/news/blog/guide-to-automated-sre-driven-performance-en v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/how-to-collect-prometheus-metrics-in-dynatrace: + addition_method: manual content_hash: 9d6be588cbfa9694df3c07e4827a6d2098e53983490982f49ea3757651323e83 description: '' health_score: 100.0 @@ -244245,8 +254047,8 @@ https://www.dynatrace.com/news/blog/how-to-collect-prometheus-metrics-in-dynatra v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/how-to-solve-the-challenges-of-multicloud-aws-azure-and-gcp-observability: + addition_method: manual content_hash: e785013c9edd6bd917ca156cfde26e93d5f11bb10f26ad52bfe15aef364b0907 description: '' health_score: 100.0 @@ -244262,15 +254064,15 @@ https://www.dynatrace.com/news/blog/how-to-solve-the-challenges-of-multicloud-aw v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/introducing-kafka-process-monitoring-beta: + addition_method: manual content_hash: 22c0c75415f05e2e365cf38172d19b658fd1baa292b503583beab16cc385f86b health_score: 100.0 last_checked: 1779034558.902514 v1_locations: - docs/monitoring.md - addition_method: manual https://www.dynatrace.com/news/blog/kubernetes-vs-docker: + addition_method: manual content_hash: 6ac51487621b68c583a5559529c6d1b287d392988d3ace990b91672764c4072f description: '' health_score: 100.0 @@ -244286,8 +254088,8 @@ https://www.dynatrace.com/news/blog/kubernetes-vs-docker: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/log4shell-vulnerability-discovery-and-mitigation: + addition_method: manual ai_summary: Explains how intelligent, AI-driven observability frameworks dynamically trace Log4j runtime instances across multi-cloud topologies. Demonstrates auto-detection mechanisms that flag vulnerable paths without requiring code redeployments. @@ -244315,8 +254117,8 @@ https://www.dynatrace.com/news/blog/log4shell-vulnerability-discovery-and-mitiga v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/monitoring-of-kubernetes-infrastructure-for-day-2-operations: + addition_method: manual content_hash: d80091ce41b70c697837365214e78dd16d9830767df89d94a0fa1dcafa4c1283 description: '' health_score: 100.0 @@ -244327,8 +254129,8 @@ https://www.dynatrace.com/news/blog/monitoring-of-kubernetes-infrastructure-for- v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/new-dynatrace-operator-elevates-cloud-native-observability-for-kubernetes: + addition_method: manual content_hash: ccba37d4e92fa9424c045e83f72e2a7dc036a815c178f64ae58eb51fa0178678 description: '' health_score: 100.0 @@ -244345,8 +254147,8 @@ https://www.dynatrace.com/news/blog/new-dynatrace-operator-elevates-cloud-native v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/optimizing-jenkins-to-ensure-fast-build-times-with-dynatrace: + addition_method: manual content_hash: fbd617b2907184407987e4fb73446280fbeea2b68a69af7f35b3bed7fa0d52cc description: '' health_score: 100.0 @@ -244362,8 +254164,8 @@ https://www.dynatrace.com/news/blog/optimizing-jenkins-to-ensure-fast-build-time v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/successful-kubernetes-monitoring-3-pitfalls-to-avoid: + addition_method: manual content_hash: 13be9e7cb10f887611173207fa17ac6da6bfe09d438340b6cffdc7741db30520 description: '' health_score: 100.0 @@ -244379,8 +254181,8 @@ https://www.dynatrace.com/news/blog/successful-kubernetes-monitoring-3-pitfalls- v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/the-power-of-openshift-the-visibility-of-dynatrace: + addition_method: manual content_hash: 6e6b006c8ad3ff374bffcd0e2b586e65ac14cfa773fa322a8fb32db18af6d287 description: '' health_score: 100.0 @@ -244391,8 +254193,8 @@ https://www.dynatrace.com/news/blog/the-power-of-openshift-the-visibility-of-dyn v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/what-are-microservices: + addition_method: manual content_hash: 0c5b775b31d8502e7fd415c0b3c40ea561fade36e3fc26c291ea9bc10e527f02 description: '' health_score: 100.0 @@ -244407,8 +254209,8 @@ https://www.dynatrace.com/news/blog/what-are-microservices: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/what-is-container-security: + addition_method: manual ai_summary: An essential guide to the fundamentals of modern container security systems. Details the isolation boundaries constructed by namespaces and cgroups, and outlines strategies for preventing escape-vector vulnerability trends. @@ -244435,8 +254237,8 @@ https://www.dynatrace.com/news/blog/what-is-container-security: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/what-is-keptn-how-it-works-and-how-to-get-started: + addition_method: manual content_hash: cc8299fcce52513daaa3f09f5472e4757dbdb681c49266009aca1c869e989786 health_score: 100.0 last_checked: 1779130494.921514 @@ -244447,8 +254249,8 @@ https://www.dynatrace.com/news/blog/what-is-keptn-how-it-works-and-how-to-get-st - docs/keptn.md v2_locations: - keptn.md - addition_method: manual https://www.dynatrace.com/news/blog/what-is-kubernetes-2: + addition_method: manual content_hash: b6aa513cc1db10cac5f76b40565b3521d2217e0bdefceedf1f650dde7f583c93 health_score: 100.0 last_checked: 1779130494.956921 @@ -244459,8 +254261,8 @@ https://www.dynatrace.com/news/blog/what-is-kubernetes-2: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.dynatrace.com/news/blog/what-is-observability-2: + addition_method: manual content_hash: 6d05ec69fd99e318b5060f2bbc22f90392373b38eb3ce603579b1eacba8fd0fc description: '' health_score: 100.0 @@ -244476,8 +254278,8 @@ https://www.dynatrace.com/news/blog/what-is-observability-2: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/what-is-openshift-2: + addition_method: manual content_hash: 37e88677c117c44649424c80639037d4a3abbadc1c59ad215d21ef52c27c6166 health_score: 100.0 last_checked: 1779130494.921624 @@ -244488,15 +254290,15 @@ https://www.dynatrace.com/news/blog/what-is-openshift-2: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.dynatrace.com/news/blog/what-is-opentelemetry: + addition_method: manual content_hash: 2f1c7d25bf413fe0e4ed59975c1aa3aa530e5d742e93df1f3962779f880749d0 health_score: 100.0 last_checked: 1779130494.962826 v1_locations: - docs/monitoring.md - addition_method: manual https://www.dynatrace.com/news/blog/what-is-opentelemetry-2: + addition_method: manual content_hash: c6fb6df528c831204a375f912e85648fe80f3940fceb7130c32a7ddeaf9e958b description: '' health_score: 100.0 @@ -244507,8 +254309,8 @@ https://www.dynatrace.com/news/blog/what-is-opentelemetry-2: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blog/why-conventional-observability-fails-in-kubernetes-environments-a-real-world-use-case: + addition_method: manual content_hash: e785013c9edd6bd917ca156cfde26e93d5f11bb10f26ad52bfe15aef364b0907 description: '' health_score: 100.0 @@ -244525,8 +254327,8 @@ https://www.dynatrace.com/news/blog/why-conventional-observability-fails-in-kube v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.dynatrace.com/news/blogwhat-is-keptn-how-it-works-and-how-to-get-started: + addition_method: manual content_hash: 0c97e86a39f7692330f7f474e76b4aea3799b1099c4ab8c3463de73d66babed1 description: '' health_score: 100.0 @@ -244537,8 +254339,8 @@ https://www.dynatrace.com/news/blogwhat-is-keptn-how-it-works-and-how-to-get-sta v1_locations: - docs/keptn.md year: N/A - addition_method: manual https://www.dynatrace.com/news/engineering: + addition_method: manual ai_summary: 'Curator Insight: Part 1 of Dynatrace''s engineering series focusing on proper RBAC boundary creation. Live Grounding: Explains the exact telemetry impact of bad cluster role design and details methods to identify unused privileges.' @@ -244560,8 +254362,8 @@ https://www.dynatrace.com/news/engineering: v2_locations: - kubernetes-security.md year: '2023' - addition_method: manual https://www.dynatrace.com/news/tag/log4shell: + addition_method: manual ai_summary: An enterprise observability analysis detailing strategies for runtime Log4Shell discovery. Focuses on leveraging automated deep application instrumentation and runtime self-protection mechanisms to intercept JNDI lookup payloads at the @@ -244583,8 +254385,8 @@ https://www.dynatrace.com/news/tag/log4shell: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.dynatrace.com/resource-center/log4j-vulnerability: + addition_method: manual content_hash: 13152ef3e0122f98882a119a498f3235c315c21a9f034f69f095d0ac5e212f35 description: '' health_score: 100.0 @@ -244595,8 +254397,8 @@ https://www.dynatrace.com/resource-center/log4j-vulnerability: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.dynatrace.com/solutions/observability-for-developers: + addition_method: manual ai_summary: A multi-part guide evaluating local-to-remote Kubernetes developer environments. Offers in-depth technical comparisons between Skaffold, Tilt, and Garden for rapid prototyping, highlighting the trade-offs of each system. @@ -244634,14 +254436,14 @@ https://www.dynatrace.com/solutions/observability-for-developers: - kubernetes-based-devel.md - kubernetes-operators-controllers.md year: '2021' - addition_method: manual https://www.dynatrace.com/solutions/observability-for-developers/-development-machines-part-5: + addition_method: manual health_score: 64.0 last_checked: 1779130494.957667 v1_locations: - docs/kubernetes-based-devel.md - addition_method: manual https://www.dynatrace.com/solutions/observability-for-developers/-part-2: + addition_method: manual health_score: 64.0 last_checked: 1779130494.940654 review_metadata: @@ -244652,15 +254454,15 @@ https://www.dynatrace.com/solutions/observability-for-developers/-part-2: status: review_required v1_locations: - docs/kubernetes-based-devel.md - addition_method: manual https://www.dynatrace.com/solutions/observability-for-developers/-part-3: + addition_method: manual health_score: 64.0 last_checked: 1779130494.967235 v1_locations: - docs/kubernetes-based-devel.md - addition_method: manual ? https://www.dynatrace.com/support/help/cloud-platforms/openshift/full-stack/deploy-oneagent-on-openshift-container-platform -: content_hash: f6686e0b945d94f02077b6d9b750177ef7c816abee0e605dad98c14108f57154 +: addition_method: manual + content_hash: f6686e0b945d94f02077b6d9b750177ef7c816abee0e605dad98c14108f57154 description: '' health_score: 100.0 last_checked: 1779030522.935695 @@ -244670,22 +254472,22 @@ https://www.dynatrace.com/solutions/observability-for-developers/-part-3: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual ? https://www.dynatrace.com/support/help/technology-support/application-software/other-technologies/supported-out-of-the-box/activemq -: content_hash: f5ba0823c9d9b36d5be29a3845820d35714e37c3e9ea29fbd208961729d9b389 +: addition_method: manual + content_hash: f5ba0823c9d9b36d5be29a3845820d35714e37c3e9ea29fbd208961729d9b389 health_score: 100.0 last_checked: 1779031089.649879 v1_locations: - docs/monitoring.md - addition_method: manual ? https://www.dynatrace.com/support/help/technology-support/application-software/other-technologies/supported-out-of-the-box/kafka -: content_hash: b32927e8a283e3f885b9506ad747110ab91b5196adc1f30276e535dd1feceb78 +: addition_method: manual + content_hash: b32927e8a283e3f885b9506ad747110ab91b5196adc1f30276e535dd1feceb78 health_score: 100.0 last_checked: 1779032236.758877 v1_locations: - docs/monitoring.md - addition_method: manual https://www.dynatrace.com/technologies/openshift-monitoring: + addition_method: manual content_hash: a3b306ab3686ad52f4a084c8ca5b94124abd792aa78d652d0c4f78dbe57a1ff3 description: '' health_score: 100.0 @@ -244696,8 +254498,8 @@ https://www.dynatrace.com/technologies/openshift-monitoring: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.eclipse.org/jkube: + addition_method: manual content_hash: 2b425737ec3ecdc20219c4eadd6dbcc2b17995f43c9b33e2972b5ea5d534fa07 description: '' health_score: 100.0 @@ -244710,8 +254512,8 @@ https://www.eclipse.org/jkube: - docs/maven-gradle.md - docs/openshift-pipelines.md year: N/A - addition_method: manual https://www.eclipse.org/jkube/docs/migration-guide: + addition_method: manual content_hash: ab0e44264afb6a2b0631f1a75837de7b6586b72bf623041db782a86a7214f533 description: '' health_score: 100.0 @@ -244724,15 +254526,15 @@ https://www.eclipse.org/jkube/docs/migration-guide: - docs/kubernetes-client-libraries.md - docs/maven-gradle.md year: N/A - addition_method: manual https://www.eclipse.org/openj9: + addition_method: manual content_hash: 76e4667d27e422d4ffc423ed21d09add663e3a014bed1c5c982f3722fd83715e health_score: 100.0 last_checked: 1779033914.187164 v1_locations: - docs/java_frameworks.md - addition_method: manual https://www.educative.io/blog/kubernetes-deployments-strategies: + addition_method: manual content_hash: 27701a8ff4db4711f04afc8497228c56435c4f6c9dc3051383414fa5f69cd9aa description: '' health_score: 100.0 @@ -244748,8 +254550,8 @@ https://www.educative.io/blog/kubernetes-deployments-strategies: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.educative.io/courses/introduction-microservice-principles-concepts: + addition_method: manual content_hash: d99819dee8a06a6736c3e8a35108d4eab64b18c6caedd689b4d69e1383a09d27 description: '' health_score: 100.0 @@ -244760,8 +254562,8 @@ https://www.educative.io/courses/introduction-microservice-principles-concepts: v1_locations: - docs/elearning.md year: N/A - addition_method: manual https://www.educative.io/courses/learn-kubernetes: + addition_method: manual content_hash: 9a5fb76f136ffd706a29e5781827e582561e9e3d575434b1d830a4f2408e24ab health_score: 100.0 last_checked: 1779130494.949441 @@ -244772,8 +254574,8 @@ https://www.educative.io/courses/learn-kubernetes: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md - addition_method: manual https://www.educative.io/courses/learn-kubernetes/pods: + addition_method: manual health_score: 100.0 last_checked: 1779130494.983568 status: online @@ -244783,8 +254585,8 @@ https://www.educative.io/courses/learn-kubernetes/pods: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md - addition_method: manual https://www.educative.io/courses/the-kubernetes-course: + addition_method: manual content_hash: fa9199907084e2a2a735ef746c0026445370eb6666946388fa1a3d8b29a2c00a description: '' health_score: 100.0 @@ -244796,8 +254598,8 @@ https://www.educative.io/courses/the-kubernetes-course: v1_locations: - docs/kubernetes-tutorials.md year: N/A - addition_method: manual https://www.educative.io/courses/the-kubernetes-course/RMmq5M6Gp8R: + addition_method: manual content_hash: c745b9cea25504f12537f79420b8cd9d1645e366fedd0507af66b0df47f39bf3 description: '' health_score: 100.0 @@ -244807,8 +254609,8 @@ https://www.educative.io/courses/the-kubernetes-course/RMmq5M6Gp8R: v1_locations: - docs/kubernetes-tutorials.md year: N/A - addition_method: manual https://www.edureka.co/blog/cheatsheets/ansible-cheat-sheet-guide: + addition_method: manual content_hash: f094b2bf0e4480e865e4d3ff6fefcba361044284456a5777ba2a4e6516720c19 description: '' health_score: 100.0 @@ -244824,8 +254626,8 @@ https://www.edureka.co/blog/cheatsheets/ansible-cheat-sheet-guide: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.edureka.co/blog/cheatsheets/jenkins-cheat-sheet: + addition_method: manual content_hash: 5a936185fb0561b0629c4b9a19de5f278776cd86d76717c23076e513112e16eb description: '' health_score: 100.0 @@ -244841,8 +254643,8 @@ https://www.edureka.co/blog/cheatsheets/jenkins-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.edureka.co/blog/kubernetes-networking: + addition_method: manual content_hash: 5da4b61ec976fb9f8a1380cbe1caac27a0d2381c0d5a860a934995e5eba6892d description: '' health_score: 100.0 @@ -244859,8 +254661,8 @@ https://www.edureka.co/blog/kubernetes-networking: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.edureka.co/blog/what-is-ansible: + addition_method: manual content_hash: afcdff1ab2f2210c3c274dfb68d1bc1e1d1bf338cc59a010ec1cfbf38604682c description: '' health_score: 100.0 @@ -244876,8 +254678,8 @@ https://www.edureka.co/blog/what-is-ansible: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.edx.org: + addition_method: manual ai_summary: An academic and professional MOOC portal delivering university-curated specializations in computer science, distributed algorithms, and database designs. Connects foundational theory with operational execution. @@ -244904,8 +254706,8 @@ https://www.edx.org: v2_locations: - elearning.md year: N/A - addition_method: manual https://www.edx.org/course/introduction-to-kubernetes: + addition_method: manual content_hash: 1b5303c7d51b579e03ed92ff8ab39e39ca1d016cad9adb455b43d5f597548189 description: '' health_score: 100.0 @@ -244915,16 +254717,16 @@ https://www.edx.org/course/introduction-to-kubernetes: v1_locations: - docs/kubernetes-tutorials.md year: N/A - addition_method: manual https://www.edx.org/learn/kubernetes/the-linux-foundation-introduction-to-kubernetes: + addition_method: manual content_hash: 30ca34cd9a0e9f4eb0f86c28591dd39f904a1e29a00d2445527b0429131d9194 health_score: 100.0 last_checked: 1779130494.973154 needs_ai_refresh: true v1_locations: - docs/kubernetes-tutorials.md - addition_method: manual https://www.eficode.com/blog/the-future-of-kubernetes-and-why-developers-should-look-beyond-kubernetes-in-2022: + addition_method: manual content_hash: 04fb223a1bb13313d15ad053ff34250d59de29cf7ce134c13a5babbbd5032efb description: '' health_score: 100.0 @@ -244942,8 +254744,8 @@ https://www.eficode.com/blog/the-future-of-kubernetes-and-why-developers-should- - introduction.md - index.md year: N/A - addition_method: manual https://www.eksworkshop.com: + addition_method: manual ai_summary: The absolute premier, hands-on learning resource for Amazon EKS managed and updated by AWS engineers. It takes practitioners from basic cluster installation to advanced patterns in storage, GitOps, security, multi-tenancy, and monitoring. @@ -244971,8 +254773,8 @@ https://www.eksworkshop.com: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.elastic.co/blog/elastic-and-aws-accelerate-your-cloud-migration-journey: + addition_method: manual content_hash: e255deed3ec1bf3e9456f0f465bf6e462f1fcf00685eec98c922667bbfeb6c9c description: '' health_score: 100.0 @@ -244988,8 +254790,8 @@ https://www.elastic.co/blog/elastic-and-aws-accelerate-your-cloud-migration-jour v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://www.elastic.co/blog/monitoring-java-applications-and-getting-started-with-the-elastic-apm-java-agent: + addition_method: manual content_hash: c3495e22ff2aaf683edb9d469ff230e4a49c40bf903be40cb03ed48c9034cb30 description: '' health_score: 100.0 @@ -245006,8 +254808,8 @@ https://www.elastic.co/blog/monitoring-java-applications-and-getting-started-wit v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.elastic.co/blog/using-elastic-apm-java-agent-on-kubernetes-k8s: + addition_method: manual content_hash: c3495e22ff2aaf683edb9d469ff230e4a49c40bf903be40cb03ed48c9034cb30 description: '' health_score: 100.0 @@ -245018,8 +254820,8 @@ https://www.elastic.co/blog/using-elastic-apm-java-agent-on-kubernetes-k8s: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.elastic.co/docs/solutions/observability/apm: + addition_method: manual content_hash: fb141ccc6a77408d5965d0ef0d1f14c4689756b22c3e6bafb0655dbbb0aabc08 health_score: 100.0 last_checked: 1779130495.022996 @@ -245030,8 +254832,8 @@ https://www.elastic.co/docs/solutions/observability/apm: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.elastic.co/es/blog/how-to-configure-elastic-cloud-on-kubernetes-with-saml-and-hot-warm-cold-architecture: + addition_method: manual ai_summary: A detailed guide on configuring Elastic Cloud on Kubernetes (ECK) featuring single sign-on via SAML and cost-efficient hot-warm-cold storage architectures. Essential for multi-tenant, enterprise security requirements. @@ -245059,8 +254861,8 @@ https://www.elastic.co/es/blog/how-to-configure-elastic-cloud-on-kubernetes-with v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.elastic.co/guide/en/apm/get-started/current/components.html: + addition_method: manual content_hash: be0cd5b4d802dc40d5141482807214e1121933f5f73bf44cefc75ea878693c02 description: '' health_score: 100.0 @@ -245071,16 +254873,16 @@ https://www.elastic.co/guide/en/apm/get-started/current/components.html: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.elastic.co/guide/en/kibana/5.6/introduction.html: + addition_method: manual content_hash: a9e057271faf80644bd94beec92bf18495aeecfc3db50312a2994ec29cf2b7df health_score: 100.0 last_checked: 1779032152.776657 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://www.elastic.co/guide/index.html: + addition_method: manual content_hash: c48c87cc1c7274df4d47c1f9a2ff9fe945c2717be1b143ca319a1a9ec04006a6 description: '' health_score: 100.0 @@ -245091,8 +254893,8 @@ https://www.elastic.co/guide/index.html: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.elastic.co/kibana: + addition_method: manual ai_summary: The foundational visualization and management interface for the Elastic Stack. Enables operators to search, index, analyze, and construct real-time security dashboards and log analysis patterns for high-throughput microservice applications. @@ -245122,8 +254924,8 @@ https://www.elastic.co/kibana: - istio.md - monitoring.md year: N/A - addition_method: manual https://www.elastic.co/observability/application-performance-monitoring: + addition_method: manual content_hash: e5971d25b26b438ba36c2885cb1ad9f9513f94dc3910d9b34c23ee0e2c22b612 health_score: 100.0 last_checked: 1779130494.93276 @@ -245134,8 +254936,8 @@ https://www.elastic.co/observability/application-performance-monitoring: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.elastic.co/products/apm: + addition_method: manual content_hash: 8fadd9dcd9c12e249c36f43b5f4922c0aa7abde00550a3b357cc1307d386c90d description: '' health_score: 100.0 @@ -245146,8 +254948,8 @@ https://www.elastic.co/products/apm: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.elastic.co/products/kibana: + addition_method: manual content_hash: 89406a582a94e4be0821099ca2d8b83060f8e8f4d8df8360be47235aa3e99bd6 description: '' health_score: 100.0 @@ -245158,8 +254960,8 @@ https://www.elastic.co/products/kibana: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.elastic.co/support/matrix: + addition_method: manual content_hash: 61f018ae766b8e86504a32ac3601599d9221bf7c0a17d4742d949985ede1cacc description: '' health_score: 100.0 @@ -245175,8 +254977,8 @@ https://www.elastic.co/support/matrix: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.elconfidencial.com/alma-corazon-vida/2022-02-14/jefe-trabajo-empleo-quemado-no-puedes_3372444: + addition_method: manual content_hash: 91a347731a38ee7305efeefe9a9bf4e2847429ae0a59eb0f1eca326993041051 description: '' health_score: 100.0 @@ -245193,8 +254995,8 @@ https://www.elconfidencial.com/alma-corazon-vida/2022-02-14/jefe-trabajo-empleo- v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.elconfidencial.com/deportes/tribuna/2022-08-03/alpine-aston-martin-lawrence-stroll-luca-de-meo_3470693: + addition_method: manual ai_summary: An architectural post-mortem of how leadership ego and poor communications within highly technical, fast-paced environments (Formula 1 teams Alpine and Aston Martin) lead to catastrophic talent drain. Analyzes the failure modes of top-down @@ -245217,8 +255019,8 @@ https://www.elconfidencial.com/deportes/tribuna/2022-08-03/alpine-aston-martin-l v2_locations: - recruitment.md year: '2022' - addition_method: manual https://www.elconfidencial.com/espana/2022-03-18/tessa-west-psicologa-capullos-trabajo_3392185: + addition_method: manual content_hash: 8b3ec8e5fbaec3abc4af3cacc0cd6b983ebd5a97c259688e16ad23c733d8040e description: '' health_score: 100.0 @@ -245235,8 +255037,8 @@ https://www.elconfidencial.com/espana/2022-03-18/tessa-west-psicologa-capullos-t v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.elconfidencial.com/juridico/2021-09-27/negociar-acuerdo-teletrabajo-guia-practica-empresas_3295723: + addition_method: manual content_hash: 160f521c45fc5297affb20315d5d88d11524ddd6cc6c745269dac509feb75df9 description: '' health_score: 100.0 @@ -245253,8 +255055,8 @@ https://www.elconfidencial.com/juridico/2021-09-27/negociar-acuerdo-teletrabajo- v2_locations: - workfromhome.md year: N/A - addition_method: manual https://www.elconfidencial.com/mundo/2023-03-10/milenializacion-mercado-laboral-israeli-startups_3551800: + addition_method: manual content_hash: 6b1262225bb82353eee464f8a10d5f6db85c7e1f9e7d6ee256ce710762cdf8ea description: '' health_score: 100.0 @@ -245271,8 +255073,8 @@ https://www.elconfidencial.com/mundo/2023-03-10/milenializacion-mercado-laboral- v2_locations: - hr.md year: N/A - addition_method: manual https://www.elconfidencial.com/tecnologia/2018-05-12/informatico-freelance-carnica-freelancer-yeeply_1562518: + addition_method: manual ai_summary: Un reportaje de El Confidencial que examina la transición de los profesionales de TI en España desde las consultoras tradicionales ("cárnicas") hacia el trabajo autónomo. 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Highlights communication protocols and self-protection mechanisms necessary to maintain career @@ -245585,8 +255387,8 @@ https://www.elespanol.com/reportajes/20211211/tipos-trabajar-sin-desfallecer-con v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.elfinanciero.com.mx/empresas/2021/07/06/tu-jefe-no-siempre-tiene-la-razon-de-que-manera-puedes-contradecirlo: + addition_method: manual content_hash: 75c072482a7fd64bf16ad8020b816db185859eb4d8fae330ad76c3ef7ddc3bf7 description: '' health_score: 100.0 @@ -245603,8 +255405,8 @@ https://www.elfinanciero.com.mx/empresas/2021/07/06/tu-jefe-no-siempre-tiene-la- v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.empathy.co/blog/hat-ci-cd-for-deploying-cloud-native-applications: + addition_method: manual content_hash: 23e20aa587c8dbc90e9eddee36993010985b849181fba015cff5686d2fef5130 description: '' health_score: 100.0 @@ -245615,8 +255417,8 @@ https://www.empathy.co/blog/hat-ci-cd-for-deploying-cloud-native-applications: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://www.empowersurvivors.net: + addition_method: manual ai_summary: Rescued guide detailing the technical orchestration steps of cert-manager and Let's Encrypt certificates mapping over NGINX Ingress controllers for ingress traffic protection. @@ -245640,8 +255442,8 @@ https://www.empowersurvivors.net: - terraform.md - kubernetes-security.md year: '2021' - addition_method: manual https://www.engineeringmanagement.info/2017/02/planning-and-schedule-free-templates.html: + addition_method: manual content_hash: 502a7b25bacf963eb627046e6947f879b54c0c036a9ebdfb08624b84d789e724 description: '' health_score: 100.0 @@ -245657,16 +255459,16 @@ https://www.engineeringmanagement.info/2017/02/planning-and-schedule-free-templa v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://www.enmilocalfunciona.io/aprende-a-configurar-thanos-usando-docker-compose: + addition_method: manual content_hash: d6fa078ea7954a163775efed6a82f7ae1e550cba5d95a0eba10706b6cb602c7c health_score: 100.0 last_checked: 1779130495.001655 needs_ai_refresh: true v1_locations: - docs/prometheus.md - addition_method: manual https://www.enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb: + addition_method: manual content_hash: a0d2fcdb5c076686ced5d0999736491b58d1002cb4cb249ad3abd1ba85f4abaa health_score: 100.0 last_checked: 1779130494.972978 @@ -245678,8 +255480,8 @@ https://www.enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-medi - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.enriquedans.com/2023/12/el-desastre-del-software-y-la-automocion.html: + addition_method: manual content_hash: cbe99c0171b559c9863075248bdd1182e56d291e6dc1e38ca75b3e8cbe51ae62 description: '' health_score: 100.0 @@ -245695,8 +255497,8 @@ https://www.enriquedans.com/2023/12/el-desastre-del-software-y-la-automocion.htm v2_locations: - introduction.md year: N/A - addition_method: manual https://www.enter.co/especiales/dev/herramientas-dev/estos-son-los-10-lenguajes-de-programacion-mas-populares-en-2021: + addition_method: manual content_hash: b77c562db80dbf10913a47a9cb74ae3431773ea4e8ea4d861653f0a9084b363f description: '' health_score: 100.0 @@ -245712,8 +255514,8 @@ https://www.enter.co/especiales/dev/herramientas-dev/estos-son-los-10-lenguajes- v2_locations: - introduction.md year: N/A - addition_method: manual https://www.enterpriseai.news/2021/01/22/red-hats-disruption-of-centos-unleashes-storm-of-dissent: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -245727,8 +255529,8 @@ https://www.enterpriseai.news/2021/01/22/red-hats-disruption-of-centos-unleashes v2_locations: - linux.md year: N/A - addition_method: manual https://www.enterprisetimes.co.uk/2020/07/23/monolithic-versus-microservice-architecture: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -245742,8 +255544,8 @@ https://www.enterprisetimes.co.uk/2020/07/23/monolithic-versus-microservice-arch v2_locations: - introduction.md year: N/A - addition_method: manual https://www.entrepreneur.com: + addition_method: manual content_hash: 94730575901dacb92b2dfa6016b275d05ae5fa13478a73a9ddbb774c3340c539 health_score: 100.0 last_checked: 1779130494.956499 @@ -245755,8 +255557,8 @@ https://www.entrepreneur.com: - docs/project-management-tools.md v2_locations: - project-management-tools.md - addition_method: manual https://www.entrepreneur.com/article/267642: + addition_method: manual content_hash: 973ef918541e9e6bcdbc36422cdc2bcc120685c3858b8db2e2e7dffa39ada1de description: '' health_score: 100.0 @@ -245768,8 +255570,8 @@ https://www.entrepreneur.com/article/267642: v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://www.entrepreneur.com/article/356991: + addition_method: manual content_hash: 51ea2f30f48d504a4d7ec99eba3dba67f77d4c14944290e6a4f8a543c4bab531 description: '' health_score: 100.0 @@ -245781,8 +255583,8 @@ https://www.entrepreneur.com/article/356991: v1_locations: - docs/project-management-tools.md year: N/A - addition_method: manual https://www.entrepreneur.com/article/365880: + addition_method: manual content_hash: 973ef918541e9e6bcdbc36422cdc2bcc120685c3858b8db2e2e7dffa39ada1de description: '' health_score: 100.0 @@ -245793,8 +255595,8 @@ https://www.entrepreneur.com/article/365880: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.env0.com/blog/ansible-vs-terraform-when-to-choose-one-or-use-them-together: + addition_method: manual content_hash: 5176133c5cb3ca7666bc1d6fc9abbe69c1a14340d8f76f30518246e017f5624e description: '' health_score: 100.0 @@ -245810,8 +255612,8 @@ https://www.env0.com/blog/ansible-vs-terraform-when-to-choose-one-or-use-them-to v2_locations: - iac.md year: N/A - addition_method: manual https://www.env0.com/blog/automated-drift-detection-with-env0: + addition_method: manual content_hash: c2bb1e4407e5abacbff2ca1111db8e01081875155d80dfa82bf6c40c5d6802b2 description: '' health_score: 100.0 @@ -245827,8 +255629,8 @@ https://www.env0.com/blog/automated-drift-detection-with-env0: v2_locations: - devops.md year: N/A - addition_method: manual https://www.env0.com/blog/how-to-use-terraform-providers: + addition_method: manual content_hash: 55dbc409d1bad24b0ad583d2e0f49ab9c8668cb07353562c2e88f14d64b96132 description: '' health_score: 100.0 @@ -245844,8 +255646,8 @@ https://www.env0.com/blog/how-to-use-terraform-providers: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.env0.com/blog/were-opensourcing-terratag-to-make-multicloud-resource-tagging-easier: + addition_method: manual content_hash: 596c2d374403428cabb2878ab2c15bddd60c4ea979fa35b16933c5b2bac6f5d2 description: '' health_score: 100.0 @@ -245862,8 +255664,8 @@ https://www.env0.com/blog/were-opensourcing-terratag-to-make-multicloud-resource v2_locations: - terraform.md year: N/A - addition_method: manual https://www.envoyproxy.io: + addition_method: manual ai_summary: The home portal of Envoy, the industry-standard L7 proxy designed specifically for cloud-native services. Acts as the data plane engine for most modern service meshes (including Istio), delivering outstanding network performance, advanced @@ -245895,8 +255697,8 @@ https://www.envoyproxy.io: - istio.md - servicemesh.md year: N/A - addition_method: manual https://www.envoyproxy.io/docs/envoy/latest/api-docs/xds_protocol: + addition_method: manual content_hash: 3fff42561d3a855c6752bedb4c479b43c4086eeb6c281a0516e7a260ccff97a9 description: '' health_score: 100.0 @@ -245912,8 +255714,8 @@ https://www.envoyproxy.io/docs/envoy/latest/api-docs/xds_protocol: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.envoyproxy.io/docs/envoy/latest/start/install: + addition_method: manual ai_summary: Provides official distribution binaries, bootstrap configurations, and installation processes for the Envoy proxy. Serves as the critical starting point for running standalone proxy instances, learning Envoy configuration syntax, and @@ -245937,8 +255739,8 @@ https://www.envoyproxy.io/docs/envoy/latest/start/install: v2_locations: - istio.md year: '2025' - addition_method: manual https://www.equalexperts.com/blog/tech-focus/event-driven-architecture-the-good-the-bad-and-the-ugly: + addition_method: manual content_hash: 3d818278c22d083ec26cb86f7ee74b649118608524bac6417d1f63801a45730a description: '' health_score: 100.0 @@ -245955,8 +255757,8 @@ https://www.equalexperts.com/blog/tech-focus/event-driven-architecture-the-good- v2_locations: - introduction.md year: N/A - addition_method: manual https://www.esquire.com/es/trabajo/a37314227/teletrabajo-volver-oficina: + addition_method: manual content_hash: 6de809f2fa52a6c60c5ff3e8e09b47a004c86df460f16eff50f340bdd0473456 description: '' health_score: 100.0 @@ -245972,8 +255774,8 @@ https://www.esquire.com/es/trabajo/a37314227/teletrabajo-volver-oficina: v2_locations: - remote-tech-jobs.md year: N/A - addition_method: manual https://www.estrategiadeproducto.com/p/evitar-caer-espiral-de-mierda: + addition_method: manual content_hash: 792b728d931f1d0e71796178688630ab87b7a6ee0633f58877ad1e474ff833a1 description: '' health_score: 100.0 @@ -245989,8 +255791,8 @@ https://www.estrategiadeproducto.com/p/evitar-caer-espiral-de-mierda: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.estrategiadeproducto.com/p/segunda-mayor-mentira-product-management: + addition_method: manual content_hash: 660b442a2d77e207ed795cb3843d917bcf286fc3d65b08c3e735b7de889a9947 description: '' health_score: 100.0 @@ -246006,8 +255808,8 @@ https://www.estrategiadeproducto.com/p/segunda-mayor-mentira-product-management: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernetes: + addition_method: manual ai_summary: Details how to configure and run Aqua Security within production Kubernetes orchestrations. Highlights how runtime security enforcers inspect system call sequences and memory footprints to actively detect advanced zero-day threat actors. @@ -246034,8 +255836,8 @@ https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernete v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.euroresidentes.com/empresa/exito-empresarial/la-intimidacin-verbal-en-la-empresa: + addition_method: manual content_hash: 8550262067e172a4712b03e5a780d7ef9d97d9155b7272081f4d47f275d08574 description: '' health_score: 100.0 @@ -246051,8 +255853,8 @@ https://www.euroresidentes.com/empresa/exito-empresarial/la-intimidacin-verbal-e v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.eventstore.com/blog/service-oriented-architecture-vs-event-driven-architecture: + addition_method: manual content_hash: 49dcc9af1be66c9eb1fd49383d6f3da4460ac85919b81fe35e623f7dc0b8b0c5 description: '' health_score: 100.0 @@ -246064,8 +255866,8 @@ https://www.eventstore.com/blog/service-oriented-architecture-vs-event-driven-ar v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.ewsolutions.com/worst-project-management-practices: + addition_method: manual content_hash: 59009376635f4125b144ff1202badfff84b1bc75525c55aee2000915e114d59a description: '' health_score: 100.0 @@ -246081,8 +255883,8 @@ https://www.ewsolutions.com/worst-project-management-practices: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.eximiaco.tech/en/2020/06/03/3-facts-to-consider-before-adopting-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -246096,8 +255898,8 @@ https://www.eximiaco.tech/en/2020/06/03/3-facts-to-consider-before-adopting-kube v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.expansion.com/expansion-empleo/desarrollo-de-carrera/2022/01/28/61f40e29e5fdea61738b45aa.html: + addition_method: manual ai_summary: Examines the negative organizational impacts of cronyism ('amiguismo') and subjective evaluations within professional environments. Explores how nepotism undermines meritocratic evaluation frameworks and degrades team trust, triggering @@ -246125,8 +255927,8 @@ https://www.expansion.com/expansion-empleo/desarrollo-de-carrera/2022/01/28/61f4 v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.experfy.com/training/courses/effective-jenkins-continuous-delivery-and-continuous-integration: + addition_method: manual content_hash: c8b66ae1277fb535830047dcb2061cac144abd52f351700466afb109a55fded0 description: '' health_score: 100.0 @@ -246142,8 +255944,39 @@ https://www.experfy.com/training/courses/effective-jenkins-continuous-delivery-a v2_locations: - demos.md year: N/A - addition_method: manual +https://www.exploratorium.edu/exhibits/a-sip-of-conflict: + addition_method: automatic + ai_summary: A brief overview of the Exploratorium's 'A Sip of Conflict' interactive + exhibit. Designed in collaboration with cognitive scientists, the exhibit serves + as a physical demonstration of cognitive bias and emotional dissonance, prompting + visitors to examine how psychological heuristics influence direct physical actions. + category: uncategorized + complexity: Beginner + content_hash: N/A + description: Play with the tension between logic and emotion as you drink from a + water fountain fashioned from an actual (but unused) toilet. + hierarchy: + - Human Factors + - Cognitive Bias + - Museum Exhibits + is_microservice: false + language: English + last_checked: 1780352581.79245 + reputation_status: Vetted + reputation_summary: Official page of a permanent, famous educational exhibit at + San Francisco's Exploratorium. + resource_type: website + social_preview_url: '' + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: cognitive-science-bias + tags: + - '[CASE STUDY]' + title: A Sip of Conflict - Exploratorium + year: '2007' https://www.f5.com/company/blog: + addition_method: manual content_hash: 2991269421148bec87eefef65209a93daa4fd2976267ac4693efcd8700bb8ac6 health_score: 100.0 last_checked: 1779130494.955496 @@ -246155,8 +255988,8 @@ https://www.f5.com/company/blog: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md - addition_method: manual https://www.f5.com/products/distributed-cloud-services: + addition_method: manual ai_summary: F5's integration of Threat Stack technologies into Distributed Cloud Services. Evaluates real-time telemetry from application workloads, user sessions, and API patterns to protect modern deployments against sophisticated run-time @@ -246178,8 +256011,8 @@ https://www.f5.com/products/distributed-cloud-services: v2_locations: - devsecops.md year: '2026' - addition_method: manual https://www.f5.com/products/nginx: + addition_method: manual ai_summary: Nginx is the premier high-performance web server, reverse proxy, and ingress standard globally. Its lightweight event-driven design allows it to process high-concurrency traffic patterns with extremely predictable memory and CPU footprints. @@ -246205,8 +256038,8 @@ https://www.f5.com/products/nginx: - linux.md - faq.md year: '2026' - addition_method: manual https://www.f5.com/products/nginx/resources/library/complete-nginx-cookbook: + addition_method: manual health_score: 64.0 last_checked: 1779130495.002727 review_metadata: @@ -246221,8 +256054,8 @@ https://www.f5.com/products/nginx/resources/library/complete-nginx-cookbook: - docs/web-servers.md v2_locations: - web-servers.md - addition_method: manual https://www.facebook.com/pages/BMW-IT-Zentrum/122968844423716: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -246238,8 +256071,8 @@ https://www.facebook.com/pages/BMW-IT-Zentrum/122968844423716: v2_locations: - customer.md year: N/A - addition_method: manual https://www.facilcloud.com/noticias/?p=1294&lang=es_ES: + addition_method: manual content_hash: 1ce7920fe50064d4ff4bc36075b7a9de2fe8f21f5e73d2b7f0e85a572ea1cd02 health_score: 100.0 last_checked: 1779030788.322527 @@ -246250,8 +256083,8 @@ https://www.facilcloud.com/noticias/?p=1294&lang=es_ES: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://www.fairwinds.com/blog/3-kubernetes-efficiency-mistakes: + addition_method: manual content_hash: 977a0c1f811bfd8578f8c891b2a2bed93b868235766bc5fcd104ab8510c6ac7c description: '' health_score: 100.0 @@ -246268,8 +256101,8 @@ https://www.fairwinds.com/blog/3-kubernetes-efficiency-mistakes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/6-kubernetes-reliability-mistakes: + addition_method: manual content_hash: 07ea391a0f205aea56ff74eabc00aa0df67efdb07e8943bfefe13b056872d37a description: '' health_score: 100.0 @@ -246286,8 +256119,8 @@ https://www.fairwinds.com/blog/6-kubernetes-reliability-mistakes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/configuration-drift-kubernetes: + addition_method: manual content_hash: eacb738e889103d02cb340bb3e17b3e6a0fe06bd994b77f2740fea72819e1b83 description: '' health_score: 100.0 @@ -246304,15 +256137,15 @@ https://www.fairwinds.com/blog/configuration-drift-kubernetes: v2_locations: - devops.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/fairwinds-polaris-kubernetes-open-source-configuration-validation: + addition_method: manual content_hash: feb7610a0e2d98192cd96e2a4c3ffed70819ef3e060cb16264c0166b1cd82c50 health_score: 100.0 last_checked: 1779031079.819507 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://www.fairwinds.com/blog/how-to-correctly-set-resource-requests-and-limits: + addition_method: manual content_hash: b91ee8eb210b783408429dcd4940f9a5976e6310199952f0fcc5b46de0a164ec description: '' health_score: 100.0 @@ -246324,8 +256157,8 @@ https://www.fairwinds.com/blog/how-to-correctly-set-resource-requests-and-limits v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/intro-kubernetes-best-practices: + addition_method: manual content_hash: feccc14812f7a416e1e7e899cf0168f8a8eee7cc225593735d18b869cb1dcdd2 description: '' health_score: 100.0 @@ -246341,8 +256174,8 @@ https://www.fairwinds.com/blog/intro-kubernetes-best-practices: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/k8s-clinic-how-to-run-kubernetes-securely-and-efficiently: + addition_method: manual content_hash: 59f7c6c051aefbe08d64da9925ff29fcea2d5fbd7abea4ebb8baa01dc45a8ffa description: '' health_score: 100.0 @@ -246359,8 +256192,8 @@ https://www.fairwinds.com/blog/k8s-clinic-how-to-run-kubernetes-securely-and-eff v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-1-do-k8s-the-hard-way: + addition_method: manual content_hash: abf4e8ae0ec01a97401d003a0db271b6d42032a08d8968ba8a6e7aece0cafa71 description: '' health_score: 100.0 @@ -246378,8 +256211,8 @@ https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-1-do-k8s-the- - kubernetes.md - about.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-part-2-kubernetes-security-mistakes: + addition_method: manual content_hash: 2dd20db1be921dd30c6ab2058f2a3260836f7435fe9de30648183d7cbc742e13 description: '' health_score: 100.0 @@ -246396,8 +256229,8 @@ https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-part-2-kubern v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/over-provisioned-and-over-permissioned-containers-kubernetes: + addition_method: manual content_hash: cfd55b6967e57056bda4ffba50c68ebecf6d6f8df6e96fe900c731cb988942b8 description: '' health_score: 100.0 @@ -246413,8 +256246,8 @@ https://www.fairwinds.com/blog/over-provisioned-and-over-permissioned-containers v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/top-12-kubernetes-resources: + addition_method: manual content_hash: ba28a123f4d057b449a9d327bda4813c146af06d0a66920b8b27db79782ed2fa description: '' health_score: 100.0 @@ -246431,8 +256264,8 @@ https://www.fairwinds.com/blog/top-12-kubernetes-resources: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://www.fairwinds.com/blog/top-5-kubernetes-security-mistakes: + addition_method: manual ai_summary: Explores the most common security oversights in Kubernetes cluster deployments, such as running containers as root and missing resource limits. Curator insight matches automated auditing observations, emphasizing the gap between default settings @@ -246462,8 +256295,8 @@ https://www.fairwinds.com/blog/top-5-kubernetes-security-mistakes: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.fairwinds.com/kubernetes-maturity-model: + addition_method: manual content_hash: ba8dcb9bf048048ef7571d674edabd2d7f92db3dc0380df368daf9fc0015be26 description: '' health_score: 100.0 @@ -246479,8 +256312,8 @@ https://www.fairwinds.com/kubernetes-maturity-model: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.fastly.com/blog/improve-http-structured-headers: + addition_method: manual content_hash: 77d34af592e571fbf94f2aef74e7b7270dd17e39f22b21a831a8f39a4332feec description: '' health_score: 100.0 @@ -246496,8 +256329,8 @@ https://www.fastly.com/blog/improve-http-structured-headers: v2_locations: - networking.md year: N/A - addition_method: manual https://www.fierce-network.com/multi-cloud/cloud-9-lunch-ladies-news-wrap-live-cloud-executive-summit: + addition_method: manual content_hash: e6b460260bd2122d65f4377a76f33525e1cddb9922a302ae8fa9599094a4c73e health_score: 100.0 last_checked: 1779130494.930615 @@ -246509,8 +256342,8 @@ https://www.fierce-network.com/multi-cloud/cloud-9-lunch-ladies-news-wrap-live-c - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.fierce-network.com/platforms/red-hat-bundles-security-management-into-openshift-plus: + addition_method: manual content_hash: dcf3c2249e5b71bdf19828eadd8abeb1a5a9e87abc680f62fc509a4d6c2a7fde health_score: 100.0 last_checked: 1779130494.969084 @@ -246522,8 +256355,8 @@ https://www.fierce-network.com/platforms/red-hat-bundles-security-management-int - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.fiercetelecom.com/platforms/red-hat-bundles-security-management-into-openshift-plus: + addition_method: manual content_hash: f9a3c627a823ca8f36828c780abebfe002c6975e7222abaea59566112a9c7db5 description: '' health_score: 100.0 @@ -246534,8 +256367,8 @@ https://www.fiercetelecom.com/platforms/red-hat-bundles-security-management-into v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.findmyprofession.com/career-advice/questions-to-ask: + addition_method: manual ai_summary: A highly comprehensive compendium of evaluation and discovery questions designed for candidate-side interview execution. Empowers candidates to systematically probe an organization's architectural maturity, deployment processes, operational @@ -246564,8 +256397,8 @@ https://www.findmyprofession.com/career-advice/questions-to-ask: v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.finops.org: + addition_method: manual content_hash: 72dcc49b9f5b321717e9358a014d55d7496e53dac10ea7254129883da1c75661 description: '' health_score: 100.0 @@ -246581,8 +256414,8 @@ https://www.finops.org: v2_locations: - finops.md year: N/A - addition_method: manual https://www.fiverr.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -246596,8 +256429,8 @@ https://www.fiverr.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.flexera.com/products/flexera-one/container-optimization: + addition_method: manual ai_summary: Curator Insight outlines workflows for configuring, managing, and tracking Spark applications on Kubernetes. Live Grounding shows Spot's cloud cost-optimization strategies, illustrating how spot instances can be dynamically allocated for ephemeral @@ -246619,9 +256452,9 @@ https://www.flexera.com/products/flexera-one/container-optimization: v2_locations: - kubernetes-bigdata.md year: '2023' - addition_method: manual ? https://www.forbes.com/councils/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops/?streamIndex=0 -: content_hash: b1e8612dc706d873a5a79a7f3aa3ba91ca45820a899790ea9130561f55bb01a0 +: addition_method: manual + content_hash: b1e8612dc706d873a5a79a7f3aa3ba91ca45820a899790ea9130561f55bb01a0 health_score: 100.0 last_checked: 1779130494.985417 needs_ai_refresh: true @@ -246634,9 +256467,9 @@ https://www.flexera.com/products/flexera-one/container-optimization: v2_locations: - monitoring.md - devops.md - addition_method: manual ? https://www.forbes.com/councils/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model/?streamIndex=0 -: content_hash: d08215373b6a59a0199d6292c33642df6ebca9c5863e352cf14b96926f6ba68e +: addition_method: manual + content_hash: d08215373b6a59a0199d6292c33642df6ebca9c5863e352cf14b96926f6ba68e health_score: 100.0 last_checked: 1779130494.922878 needs_ai_refresh: true @@ -246647,9 +256480,9 @@ https://www.flexera.com/products/flexera-one/container-optimization: - docs/devops.md v2_locations: - devops.md - addition_method: manual ? https://www.forbes.com/councils/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy/?streamIndex=0 -: content_hash: 5ae6f8158cc05d1d550f261ac3a8d40e1a2b2173a892c074dca4a3f294292e7a +: addition_method: manual + content_hash: 5ae6f8158cc05d1d550f261ac3a8d40e1a2b2173a892c074dca4a3f294292e7a health_score: 100.0 last_checked: 1779130494.984803 needs_ai_refresh: true @@ -246660,8 +256493,8 @@ https://www.flexera.com/products/flexera-one/container-optimization: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.forbes.com/sites/adunolaadeshola/2021/04/28/13-signs-youre-selling-yourself-short-in-your-career: + addition_method: manual content_hash: 41d42dbfdfbcd61c44d85c455ba1fc749ed6505c71385764638130a856bbe92b description: '' health_score: 100.0 @@ -246677,8 +256510,8 @@ https://www.forbes.com/sites/adunolaadeshola/2021/04/28/13-signs-youre-selling-y v2_locations: - introduction.md year: N/A - addition_method: manual https://www.forbes.com/sites/andrewfennell/2021/09/08/what-do-employers-want-to-see-in-your-cv: + addition_method: manual ai_summary: A corporate advisory article outlining standard recruiter patterns when scanning software engineer resumes. It emphasizes readability, formatting for automated ATS systems, and the strategic presentation of technical accomplishments. @@ -246705,8 +256538,8 @@ https://www.forbes.com/sites/andrewfennell/2021/09/08/what-do-employers-want-to- v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.forbes.com/sites/chenxiwang/2020/06/17/devops-drives-pentesting-delivered-as-a-service: + addition_method: manual ai_summary: This Forbes article explores how continuous deployment velocities are driving the shift toward API-driven Pentesting-as-a-Service (PTaaS). It contrasts legacy annual audits with modern, on-demand security testing models natively embedded @@ -246734,8 +256567,8 @@ https://www.forbes.com/sites/chenxiwang/2020/06/17/devops-drives-pentesting-deli v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.forbes.com/sites/dedehenley/2022/01/30/as-leaders-what-can-we-learn-from-the-great-resignation: + addition_method: manual ai_summary: Synthesizes major organizational failures exposed by the Great Resignation, detailing actionable leadership modifications. Focuses on moving from top-down monitoring paradigms to trust-driven, output-oriented metrics within distributed @@ -246763,8 +256596,8 @@ https://www.forbes.com/sites/dedehenley/2022/01/30/as-leaders-what-can-we-learn- v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.forbes.com/sites/drsamanthamadhosingh/2023/12/18/4-ways-to-combat-the-social-isolation-of-remote-working: + addition_method: manual content_hash: 3415b49d233a666cca4816e945e38079d8d8a74962f67716590873b902514b56 description: '' health_score: 100.0 @@ -246780,8 +256613,8 @@ https://www.forbes.com/sites/drsamanthamadhosingh/2023/12/18/4-ways-to-combat-th v2_locations: - remote-tech-jobs.md year: N/A - addition_method: manual https://www.forbes.com/sites/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops: + addition_method: manual content_hash: 5e55c3f9ca607c0b368279871557fe5c2c0314fc1d0b5fe47b6904931f123307 description: '' health_score: 100.0 @@ -246793,9 +256626,9 @@ https://www.forbes.com/sites/forbestechcouncil/2021/09/03/who-should-own-the-job - docs/devops.md - docs/monitoring.md year: N/A - addition_method: manual ? https://www.forbes.com/sites/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model -: content_hash: 7efff39895211cdb94facababadd45b748c075ecd0f2ce74063057dbd3d02b08 +: addition_method: manual + content_hash: 7efff39895211cdb94facababadd45b748c075ecd0f2ce74063057dbd3d02b08 description: '' health_score: 100.0 last_checked: 1779030732.55842 @@ -246806,9 +256639,9 @@ https://www.forbes.com/sites/forbestechcouncil/2021/09/03/who-should-own-the-job v1_locations: - docs/devops.md year: N/A - addition_method: manual ? https://www.forbes.com/sites/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy -: content_hash: 07e4a65024722ef6f9ebcadc60531f27eb5d8e627bd04a68625c5f4dd33c7e2f +: addition_method: manual + content_hash: 07e4a65024722ef6f9ebcadc60531f27eb5d8e627bd04a68625c5f4dd33c7e2f description: '' health_score: 100.0 last_checked: 1779031459.327314 @@ -246819,8 +256652,8 @@ https://www.forbes.com/sites/forbestechcouncil/2021/09/03/who-should-own-the-job v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.forbes.com/sites/googlecloud/2021/10/27/3-approaches-to-a-better-cloud-migration: + addition_method: manual content_hash: 8f0dd5dc8b566a66841d615cafde53bd0cb38160c6424b6d6edbf716b50a8898 description: '' health_score: 100.0 @@ -246836,9 +256669,9 @@ https://www.forbes.com/sites/googlecloud/2021/10/27/3-approaches-to-a-better-clo v2_locations: - introduction.md year: N/A - addition_method: manual ? https://www.forbes.com/sites/janakirammsv/2019/04/14/everything-you-want-to-know-about-anthos-googles-hybrid-and-multi-cloud-platform -: content_hash: 0b39bfdfce4c0465ddfdaeefa4b57420782eff6f2dc9f0b2183c7daa524a9020 +: addition_method: manual + content_hash: 0b39bfdfce4c0465ddfdaeefa4b57420782eff6f2dc9f0b2183c7daa524a9020 description: '' health_score: 100.0 last_checked: 1779032971.066245 @@ -246854,8 +256687,8 @@ https://www.forbes.com/sites/googlecloud/2021/10/27/3-approaches-to-a-better-clo v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://www.forbes.com/sites/janakirammsv/2019/06/28/5-cloud-native-storage-startups-to-watch-out-for-in-2019: + addition_method: manual content_hash: a52f4558bfd066290b0c4e42b9a696888066c4c7cf0a7a6aaf340b666d3d32d1 description: '' health_score: 100.0 @@ -246871,8 +256704,8 @@ https://www.forbes.com/sites/janakirammsv/2019/06/28/5-cloud-native-storage-star v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.forbes.com/sites/janakirammsv/2021/12/03/aws-reinventa-roundup-of-container-services-announcements: + addition_method: manual content_hash: 9542bb533d94dea31cb47fc34a59c72443420e8ab9194fde45384a14e6abfdd0 description: '' health_score: 100.0 @@ -246888,9 +256721,9 @@ https://www.forbes.com/sites/janakirammsv/2021/12/03/aws-reinventa-roundup-of-co v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://www.forbes.com/sites/jasonwingard/2021/09/02/the-great-resignation-why-gen-z-is-leaving-the-workforce-in-drovesand-what-to-do-about-it -: ai_summary: Analyzes the unique professional expectations and workplace friction +: addition_method: manual + ai_summary: Analyzes the unique professional expectations and workplace friction points driving rapid turnover among early-career software developers and technical professionals. Emphasizes the need for modern management structures prioritizing psychological safety, rapid feedback loops, and meaningful work. @@ -246918,9 +256751,9 @@ https://www.forbes.com/sites/janakirammsv/2021/12/03/aws-reinventa-roundup-of-co v2_locations: - recruitment.md year: N/A - addition_method: manual ? https://www.forbes.com/sites/markmurphy/2022/03/18/to-avoid-regretting-a-new-job-ask-these-two-questions-during-the-interview -: ai_summary: Details two high-impact behavioral discovery questions designed to expose +: addition_method: manual + ai_summary: Details two high-impact behavioral discovery questions designed to expose organizational misalignments during technical interviews. Helps technical candidates probe realistic day-to-day operations and authentic team health prior to accepting offers. @@ -246948,8 +256781,8 @@ https://www.forbes.com/sites/janakirammsv/2021/12/03/aws-reinventa-roundup-of-co v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to-candidates-heres-how-to-spot-when-they-do: + addition_method: manual ai_summary: Deconstructs common misrepresentations and non-disclosures used by hiring managers during talent acquisition. Equips engineering candidates with investigative techniques and targeted questions to verify actual codebase quality, operational @@ -246978,9 +256811,9 @@ https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to- v2_locations: - recruitment.md year: N/A - addition_method: manual ? https://www.forbes.com/sites/steveandriole/2020/10/01/why-no-one-understands-agile-scrum--devops--why-perfect-technology-abstractions-are-sure-to-fail -: content_hash: fa63020ef8bfbaf71a0db57bc61517370651180af1ca9877a23c589ed23b888b +: addition_method: manual + content_hash: fa63020ef8bfbaf71a0db57bc61517370651180af1ca9877a23c589ed23b888b description: '' health_score: 100.0 last_checked: 1779029356.256041 @@ -246996,8 +256829,8 @@ https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to- v2_locations: - devops.md year: N/A - addition_method: manual https://www.forbes.com/sites/stevedenning/2016/09/08/explaining-agile: + addition_method: manual content_hash: 31b55e1630e14471e19f5394c3424fe26cd151b591387a6d9a3366a60f522ef8 description: '' health_score: 100.0 @@ -247013,8 +256846,8 @@ https://www.forbes.com/sites/stevedenning/2016/09/08/explaining-agile: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.forbes.com/sites/tjmccue/2020/03/13/5-essential-coronavirus-work-from-home-tech-tips: + addition_method: manual content_hash: 2fca91e12643b2c40a84e5e4163e03f987f604ec9f71c3793bfc5a8118076fd7 description: '' health_score: 100.0 @@ -247030,8 +256863,8 @@ https://www.forbes.com/sites/tjmccue/2020/03/13/5-essential-coronavirus-work-fro v2_locations: - workfromhome.md year: N/A - addition_method: manual https://www.forbes.com/sites/tomtaulli/2021/07/16/devops-what-you-need-to-know: + addition_method: manual content_hash: 7c085bde8c26d3d378fb3b108e60b099d5f76fdaeb26656e33a538a4c167f9bc description: '' health_score: 100.0 @@ -247047,9 +256880,9 @@ https://www.forbes.com/sites/tomtaulli/2021/07/16/devops-what-you-need-to-know: v2_locations: - devops.md year: N/A - addition_method: manual ? https://www.forbesargentina.com/innovacion/por-nvidia-google-microsoft-apuestan-miles-millones-modelos-llm-ia-generativa-biotecnologia-n49278 -: ai_summary: Curator Insight explores the massive financial investments by hyperscalers +: addition_method: manual + ai_summary: Curator Insight explores the massive financial investments by hyperscalers in deploying Generative AI models within biotechnology and protein folding. Live Grounding shows that tools like AlphaFold and BioNeMo have revolutionized drug discovery schedules. [SPANISH CONTENT] @@ -247077,8 +256910,8 @@ https://www.forbes.com/sites/tomtaulli/2021/07/16/devops-what-you-need-to-know: v2_locations: - ai.md year: N/A - addition_method: manual https://www.fosstechnix.com/ansible-ad-hoc-commands-with-examples: + addition_method: manual content_hash: 436d47b44887c13d5e0c18f5ac11897e82d61a134bf87ed512d4786fee3f03f3 description: '' health_score: 100.0 @@ -247094,8 +256927,8 @@ https://www.fosstechnix.com/ansible-ad-hoc-commands-with-examples: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.fosstechnix.com/install-prometheus-and-grafana-on-ubuntu-24-04: + addition_method: manual content_hash: a8942cace1fb291e713995c2542739891dfe0ebf543c435fe12692de66e320de description: '' health_score: 100.0 @@ -247111,8 +256944,8 @@ https://www.fosstechnix.com/install-prometheus-and-grafana-on-ubuntu-24-04: v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.fosstechnix.com/rolling-out-and-rolling-back-updates-with-zero-downtime-on-kubernetes-cluster: + addition_method: manual content_hash: 777be5a8d75dd6169bf86cbb24168182ef56f77e1589ca2b942adc47041e7740 description: '' health_score: 100.0 @@ -247129,8 +256962,8 @@ https://www.fosstechnix.com/rolling-out-and-rolling-back-updates-with-zero-downt v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.fosstechnix.com/terraform-cloud-interview-questions-and-answer: + addition_method: manual ai_summary: Curator Insight covers advanced Terraform Cloud features, Sentinel policies, and VCS run triggers. Live Grounding shows that enterprise environments rely on centralized policy-as-code to enforce infrastructure compliance. This resource @@ -247159,8 +256992,8 @@ https://www.fosstechnix.com/terraform-cloud-interview-questions-and-answer: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.fosstechnix.com/validate-jenkinsfile-using-visual-studio-code: + addition_method: manual content_hash: 925ac0ca2ae7ee384632afc4ec13ea25a8df232735ef507c3404aef2ef8a74ae description: '' health_score: 100.0 @@ -247176,8 +257009,8 @@ https://www.fosstechnix.com/validate-jenkinsfile-using-visual-studio-code: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.fourtheorem.com/blog/monorepo: + addition_method: manual content_hash: 33ee6fce741150c3af65ec37725c68af1698c87ac2ec398a64618f72d548b586 description: '' health_score: 100.0 @@ -247188,8 +257021,8 @@ https://www.fourtheorem.com/blog/monorepo: v1_locations: - docs/git.md year: N/A - addition_method: manual https://www.fpcomplete.com/blog/announcing-amber-ci-secret-tool: + addition_method: manual content_hash: dd668fccda627c67896d5372e67810d631656c1bb78f8ba1da164746b86fcb7e description: '' health_score: 100.0 @@ -247200,8 +257033,8 @@ https://www.fpcomplete.com/blog/announcing-amber-ci-secret-tool: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/10-vscode-extensions-to-increase-productivity: + addition_method: manual content_hash: 0d456b97b1799150f0fd11ceb5fd84652e8f49fa39334666eb941bffc35fa5fd description: '' health_score: 100.0 @@ -247217,8 +257050,8 @@ https://www.freecodecamp.org/news/10-vscode-extensions-to-increase-productivity: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/a-beginner-friendly-introduction-to-containers-vms-and-docker-79a9e3e119b: + addition_method: manual content_hash: 39a266fcd6ba1a6afe87eb15cf3a87b5027952a0f0f480d3ef18d04f3785deb6 description: '' health_score: 100.0 @@ -247236,9 +257069,9 @@ https://www.freecodecamp.org/news/a-beginner-friendly-introduction-to-containers - docker.md - introduction.md year: N/A - addition_method: manual ? https://www.freecodecamp.org/news/a-beginners-guide-to-docker-how-to-create-a-client-server-side-with-docker-compose-12c8cf0ae0aa -: content_hash: cb45d14b14f8308de3775ddd2a916284f384fb74f3819d1d3869cfbb13b251ba +: addition_method: manual + content_hash: cb45d14b14f8308de3775ddd2a916284f384fb74f3819d1d3869cfbb13b251ba description: '' health_score: 100.0 last_checked: 1779031793.502714 @@ -247254,8 +257087,8 @@ https://www.freecodecamp.org/news/a-beginner-friendly-introduction-to-containers v2_locations: - docker.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/ace-your-deep-learning-job-interview: + addition_method: manual ai_summary: Curator Insight compiles deep learning interview questions covering neural networks, optimization backpropagation, and loss functions. Live Grounding confirms this is a standard roadmap for machine learning candidates looking to @@ -247283,8 +257116,8 @@ https://www.freecodecamp.org/news/ace-your-deep-learning-job-interview: v2_locations: - ai.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/apache-kafka-handbook: + addition_method: manual ai_summary: 'Curator Insight: Comprehensive handbook targeting developers getting started with event streams. Live Grounding: Explains underlying storage patterns, consumers, producers, and practical command-line exercises, making it an excellent @@ -247313,8 +257146,8 @@ https://www.freecodecamp.org/news/apache-kafka-handbook: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/args-and-kwargs-in-python: + addition_method: manual content_hash: f76e038190da469551a0aa0483df784649e276267895fe9e3d2671d79a0737c7 description: '' health_score: 100.0 @@ -247330,8 +257163,8 @@ https://www.freecodecamp.org/news/args-and-kwargs-in-python: v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/aws-cdk-v2-three-tier-serverless-application: + addition_method: manual content_hash: 85ccfb8d5fc623f880b9555468f8fcf883c36c908cc13a91af7596c5f8deae92 description: '' health_score: 100.0 @@ -247348,8 +257181,8 @@ https://www.freecodecamp.org/news/aws-cdk-v2-three-tier-serverless-application: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/azure-fundamentals-certification-az-900-exam-course: + addition_method: manual content_hash: 29c5469aa13d57f14192e326cb4a4869811d73245affb9bf3074fdcb49498852 description: '' health_score: 100.0 @@ -247366,8 +257199,8 @@ https://www.freecodecamp.org/news/azure-fundamentals-certification-az-900-exam-c v2_locations: - azure.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/best-colorful-vscode-extensions-for-productivity: + addition_method: manual content_hash: 8f2df1e21d7a97e3997e296bc62dbebf9a5e37e323cc2cce5462281e0088cd33 description: '' health_score: 100.0 @@ -247384,8 +257217,8 @@ https://www.freecodecamp.org/news/best-colorful-vscode-extensions-for-productivi v2_locations: - visual-studio.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/build-consume-and-document-a-rest-api: + addition_method: manual content_hash: efda6482dee4b69c48f6e45c1cfaa217861efe8681d924682f5a57c437562de2 description: '' health_score: 100.0 @@ -247402,8 +257235,8 @@ https://www.freecodecamp.org/news/build-consume-and-document-a-rest-api: v2_locations: - api.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/build-your-first-javascript-github-action: + addition_method: manual content_hash: 8c5ad1df4e6c20dbf714376415468c7cec9675f01d16ae21e5485537e421890e description: '' health_score: 100.0 @@ -247419,8 +257252,8 @@ https://www.freecodecamp.org/news/build-your-first-javascript-github-action: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/cost-optimization-in-aws: + addition_method: manual content_hash: 677019f0c71c8f141acc234e7277782f3a612a1965b5357c20f9e9389aff399f description: '' health_score: 100.0 @@ -247436,8 +257269,8 @@ https://www.freecodecamp.org/news/cost-optimization-in-aws: v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/create-a-github-template-repository-with-react-vite-and-tailwindcss: + addition_method: manual ai_summary: Walks through constructing a standardized GitHub Template repository utilizing React, Vite, and TailwindCSS. Demonstrates how to pre-configure linting pipelines and structure projects for rapid instantiation. @@ -247466,8 +257299,8 @@ https://www.freecodecamp.org/news/create-a-github-template-repository-with-react v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/create-a-list-in-python-lists-in-python-syntax: + addition_method: manual content_hash: 2a337c89f3689479b6ebcbba2e8a74b8038f69b2f64b34ffcceeaa66cd0936c8 description: '' health_score: 100.0 @@ -247483,8 +257316,8 @@ https://www.freecodecamp.org/news/create-a-list-in-python-lists-in-python-syntax v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories: + addition_method: manual ai_summary: Basic operational tutorial providing step-by-step procedures to initialize local git folders and bind them safely to freshly instantiated remote repositories. complexity: Beginner @@ -247511,8 +257344,8 @@ https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/deep-learning-fundamentals-handbook-start-a-career-in-ai: + addition_method: manual ai_summary: Curator Insight provides a thorough foundational handbook mapping out practical deep learning math, architectures, and framework usage. Live Grounding confirms its effectiveness for software engineers pivoting into machine learning. @@ -247540,8 +257373,8 @@ https://www.freecodecamp.org/news/deep-learning-fundamentals-handbook-start-a-ca v2_locations: - ai.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/deploy-docker-image-to-kubernetes: + addition_method: manual content_hash: efe344804e6cb6eae4b3a9f40656c7ef577d5804f4ca81a70e370152e917baa1 description: '' health_score: 100.0 @@ -247557,8 +257390,8 @@ https://www.freecodecamp.org/news/deploy-docker-image-to-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/devops-engineering-course-for-beginners: + addition_method: manual content_hash: ee952fb410e4d5339b1a8936d9cc5b683910cec5d67ad78e950508cdd07f68b7 description: '' health_score: 100.0 @@ -247574,8 +257407,8 @@ https://www.freecodecamp.org/news/devops-engineering-course-for-beginners: v2_locations: - devops.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/devops-with-gitlab-ci-course: + addition_method: manual ai_summary: A comprehensive, high-quality free course curated by freeCodeCamp that covers the fundamentals of building end-to-end DevOps workflows using GitLab CI. It offers step-by-step guidance on constructing pipelines, running test suites, @@ -247606,8 +257439,8 @@ https://www.freecodecamp.org/news/devops-with-gitlab-ci-course: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/dictionary-comprehension-in-python-explained-with-examples: + addition_method: manual content_hash: c77404c68190395752549776cba6f67459facb20ead916903a1bbff7b53e6a43 description: '' health_score: 100.0 @@ -247624,8 +257457,8 @@ https://www.freecodecamp.org/news/dictionary-comprehension-in-python-explained-w v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/docker-cache-tutorial: + addition_method: manual content_hash: be79843e6fce7d381e0758a943020cdfed29feff4eeaa735eefde0255a5e205e description: '' health_score: 100.0 @@ -247642,8 +257475,8 @@ https://www.freecodecamp.org/news/docker-cache-tutorial: v2_locations: - docker.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/documentation-libraries-to-help-you-write-good-docs: + addition_method: manual ai_summary: 'A curated review comparing several popular documentation frameworks, including Docusaurus, Docsify, MkDocs, and GitBook, assessing their performance, ease of use, and customization options. Double-Evidence: This resource acts as @@ -247674,8 +257507,8 @@ https://www.freecodecamp.org/news/documentation-libraries-to-help-you-write-good v2_locations: - mkdocs.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/else-if-in-python-python-if-statement-example-syntax: + addition_method: manual content_hash: 3b9a2cf15cec96d8cd2161a37392dda6a4a29b496386f6f10c4062d852c1d431 description: '' health_score: 100.0 @@ -247691,8 +257524,8 @@ https://www.freecodecamp.org/news/else-if-in-python-python-if-statement-example- v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/everything-you-need-to-know-about-python-dictionaries: + addition_method: manual content_hash: 0bc951595a03d89413f9ec920973d7e3b598586225ef95598934c2eebfb334f7 description: '' health_score: 100.0 @@ -247709,8 +257542,8 @@ https://www.freecodecamp.org/news/everything-you-need-to-know-about-python-dicti v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/fastapi-helps-you-develop-apis-quickly: + addition_method: manual content_hash: e5dce2df96f2326f44a2420bab3b151fbe9140e7d3b942b9174d3b6f934d638e description: '' health_score: 100.0 @@ -247726,8 +257559,8 @@ https://www.freecodecamp.org/news/fastapi-helps-you-develop-apis-quickly: v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/frontend-vs-backend-whats-the-difference: + addition_method: manual content_hash: a9167c53257c75b07429e7532a1c555de0525b853ef253a93ac7ee61684d35bf description: '' health_score: 100.0 @@ -247743,8 +257576,8 @@ https://www.freecodecamp.org/news/frontend-vs-backend-whats-the-difference: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/get-started-with-react-for-beginners: + addition_method: manual content_hash: f7689ceba0b442c71bd36fce6432f5438948270942d8252ee056d90db1a72c6e description: '' health_score: 100.0 @@ -247760,8 +257593,8 @@ https://www.freecodecamp.org/news/get-started-with-react-for-beginners: v2_locations: - react.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-and-github-for-beginners: + addition_method: manual ai_summary: An educational baseline tutorial outlining local and remote version control patterns using Git and GitHub. Offers structured walkthroughs of staging, committing, branching, and pushing codebases designed for developers transitioning @@ -247791,8 +257624,8 @@ https://www.freecodecamp.org/news/git-and-github-for-beginners: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source: + addition_method: manual ai_summary: A primer guide addressing social and technical workflow patterns required when contributing to open-source software, from upstream syncs to clean PR communication strategies. @@ -247821,8 +257654,8 @@ https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-cheat-sheet: + addition_method: manual content_hash: 56eec15a4788684f859372e973978b0c9d8b551610a9e20cc18c514018f186e9 description: '' health_score: 100.0 @@ -247838,8 +257671,8 @@ https://www.freecodecamp.org/news/git-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-checkout-remote-branch-tutorial: + addition_method: manual ai_summary: Tutorial on properly tracking and switching to upstream remote branches in complex collaborative environments. Covers explicit checkout flags, automatic tracking creation, and metadata fetching to prevent stale tree mismatches. @@ -247867,8 +257700,8 @@ https://www.freecodecamp.org/news/git-checkout-remote-branch-tutorial: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-config-how-to-configure-git-settings: + addition_method: manual ai_summary: Reviews the global and repository-specific options configurable via 'git config'. Explains auto-correct commands, core editor bindings, line-ending standardizations across operating systems, and colored outputs. @@ -247897,8 +257730,8 @@ https://www.freecodecamp.org/news/git-config-how-to-configure-git-settings: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-for-professionals: + addition_method: manual ai_summary: A comprehensive, multi-hour video course covering highly advanced Git patterns, including reflogs, structural rebase workflows, interactive staging, and repository security best practices. Highly recommended for senior engineers @@ -247928,8 +257761,8 @@ https://www.freecodecamp.org/news/git-for-professionals: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-list-branches-how-to-show-all-remote-and-local-branch-names: + addition_method: manual ai_summary: Fast-reference syntax guide for filtering and outputting active local and remote branches. Covers command options such as `git branch -a` and `git branch -r` to clarify exact repository structure. @@ -247958,8 +257791,8 @@ https://www.freecodecamp.org/news/git-list-branches-how-to-show-all-remote-and-l v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-push-to-remote-branch-how-to-push-a-local-branch-to-origin: + addition_method: manual ai_summary: A comprehensive walkthrough of upstream tracking mechanics and the behavior of the `git push` command flags. Details how the `-u` or `--set-upstream` flags link local tracking branches with remote definitions, ideal for onboarding new @@ -247989,8 +257822,8 @@ https://www.freecodecamp.org/news/git-push-to-remote-branch-how-to-push-a-local- v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-rebase-handbook: + addition_method: manual ai_summary: A complete reference text on rebasing mechanics, addressing safety profiles, dynamic branch updates, and upstream rebase scenarios. Walks engineers through pitfalls like force-push dangers and team coordination during history manipulation. @@ -248018,8 +257851,8 @@ https://www.freecodecamp.org/news/git-rebase-handbook: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-squash-commits: + addition_method: manual ai_summary: Comprehensive hands-on tutorial detailing interactive rebase workflows to squash arbitrary historic commits. It provides clear, step-by-step terminal examples for resolving conflict-heavy squash operations to standardize team branch-merging @@ -248049,8 +257882,8 @@ https://www.freecodecamp.org/news/git-squash-commits: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-commit-in-git: + addition_method: manual ai_summary: Detailed, structural exploration on undoing completed branch mergers using 'git revert' with parent pointer options ('-m'). Discusses the architectural implications of reverting merges and how it shapes subsequent branch integration. @@ -248079,8 +257912,8 @@ https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-co v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-git-branches-work: + addition_method: manual ai_summary: Deep dive into the metadata pointer structure of Git branches, contrasting them with physically copied directories. It illustrates how the HEAD pointer is resolved dynamically during branch transitions, providing a solid conceptual foundation. @@ -248108,8 +257941,8 @@ https://www.freecodecamp.org/news/how-git-branches-work: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-build-an-online-banking-system-python-oop-tutorial: + addition_method: manual content_hash: 87d8a1c0a91abb1e595cf99b0f8d5ad1b10ae199be5fc1399d252387bc0128b4 description: '' health_score: 100.0 @@ -248126,8 +257959,8 @@ https://www.freecodecamp.org/news/how-to-build-an-online-banking-system-python-o v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-create-microservices-with-fastapi: + addition_method: manual content_hash: b68c928aa6634ead8e73899add58c0f26e906aaad4f7b63480aaf2aa02547334 description: '' health_score: 100.0 @@ -248143,8 +257976,8 @@ https://www.freecodecamp.org/news/how-to-create-microservices-with-fastapi: v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-deploy-react-apps-to-production: + addition_method: manual content_hash: 8aad46901699bf3dfc95807dff930ab276fc2e621d0d8a36c20ff10fc3b9854f description: '' health_score: 100.0 @@ -248161,8 +257994,8 @@ https://www.freecodecamp.org/news/how-to-deploy-react-apps-to-production: v2_locations: - demos.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-dockerize-a-flask-app: + addition_method: manual content_hash: c3480e2893621bcd1e157df121e455a87be01675360f2b706204809891c108ee description: '' health_score: 100.0 @@ -248178,8 +258011,8 @@ https://www.freecodecamp.org/news/how-to-dockerize-a-flask-app: v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-download-kaggle-dataset-to-google-colab: + addition_method: manual content_hash: c297bc41b851ac444954d63d94efd51d7a9f07a036463b779c9bf1b644daf9be description: '' health_score: 100.0 @@ -248196,8 +258029,8 @@ https://www.freecodecamp.org/news/how-to-download-kaggle-dataset-to-google-colab v2_locations: - mlops.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-fix-merge-conflicts-in-git: + addition_method: manual ai_summary: Detailed operational breakdown of analyzing and resolving merge conflicts. Discusses parsing conflict markers (`<<<<<<<`, `=======`, `>>>>>>>`), using external diff/merge utilities, and understanding code evolution to avoid overwriting peer @@ -248226,8 +258059,8 @@ https://www.freecodecamp.org/news/how-to-fix-merge-conflicts-in-git: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-fork-a-github-repository: + addition_method: manual ai_summary: A foundational workflow layout explaining remote forking mechanisms. Helps developers cleanly maintain branch synchronization with upstream repositories and generate standard cross-origin PRs. @@ -248255,8 +258088,8 @@ https://www.freecodecamp.org/news/how-to-fork-a-github-repository: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-get-ready-for-a-job-in-tech: + addition_method: manual ai_summary: A pragmatic guide outlining key skill acquisition vectors, portfolio development principles, and networking strategies for aspiring technical practitioners entering the job market. Emphasizes structured, self-directed learning paths. @@ -248284,8 +258117,8 @@ https://www.freecodecamp.org/news/how-to-get-ready-for-a-job-in-tech: v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-get-started-with-pysondb: + addition_method: manual content_hash: c2b0d9ad684f58b7de833cd7f42dd80020271990810de67e1c90ef717d218ddf description: '' health_score: 100.0 @@ -248301,8 +258134,8 @@ https://www.freecodecamp.org/news/how-to-get-started-with-pysondb: v2_locations: - databases.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-handle-multiple-git-configurations-in-one-machine: + addition_method: manual ai_summary: A practical guide detailing how to manage split Git configurations (e.g., personal vs. professional identities) on a single workstation. Utilizing Git's 'includeIf' directive, developers can dynamically load distinct user emails, SSH @@ -248331,8 +258164,8 @@ https://www.freecodecamp.org/news/how-to-handle-multiple-git-configurations-in-o v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-interact-with-web-services-using-python: + addition_method: manual content_hash: 09b74cb9a5af9075b4e5c16dbf2518cf28aeb2eadc6b818ab548250efd3d9be9 description: '' health_score: 100.0 @@ -248349,8 +258182,8 @@ https://www.freecodecamp.org/news/how-to-interact-with-web-services-using-python v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-set-up-custom-email: + addition_method: manual content_hash: 874ad8a8787fac3e9afde966b8b2e6f286dd3143530038ac2aeb8244a954c6c4 description: '' health_score: 100.0 @@ -248366,8 +258199,8 @@ https://www.freecodecamp.org/news/how-to-set-up-custom-email: v2_locations: - cloudflare.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-setup-a-basic-serverless-backend-with-aws-lambda-and-api-gateway: + addition_method: manual ai_summary: A detailed tutorial tailored to developers looking to deploy their first REST API endpoints using AWS Lambda and Amazon API Gateway. It guides users through setup, route mapping, and payload parsing. 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Details how to define unified templates for issues, pull requests, and profiles across all target repos. @@ -248543,8 +258376,8 @@ https://www.freecodecamp.org/news/how-to-use-the-dot-github-repository: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-write-clean-code: + addition_method: manual content_hash: 0fb1fb7ea78586541525d8bf7a1cfd1020843a96df3a9fc2ff7cdf4e68a635b9 description: '' health_score: 100.0 @@ -248561,8 +258394,8 @@ https://www.freecodecamp.org/news/how-to-write-clean-code: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-to-write-commit-messages-maintainers-will-like: + addition_method: manual ai_summary: A comprehensive developer guide on composing structured and semantic commit messages that ease maintainer review. It contrasts raw commit history with standardized protocols (such as Conventional Commits) to lower code review latency @@ -248592,8 +258425,8 @@ https://www.freecodecamp.org/news/how-to-write-commit-messages-maintainers-will- v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/how-typescript-interfaces-work: + addition_method: manual content_hash: 3e484dc455425a297640e42baebcfeb8334f9797b6496698273bd236a1bda092 description: '' health_score: 100.0 @@ -248609,8 +258442,8 @@ https://www.freecodecamp.org/news/how-typescript-interfaces-work: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/http-full-course: + addition_method: manual ai_summary: A comprehensive foundational guide analyzing HTTP request-response lifecycles, network architectures, and client-side browser execution. Highlights modern REST API interactions and secure payload configurations. @@ -248638,8 +258471,8 @@ https://www.freecodecamp.org/news/http-full-course: v2_locations: - javascript.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/increase-your-vs-code-productivity: + addition_method: manual content_hash: 2709dedb791e9478d88c77cc8d495133fd4ce22e99e2d59425d6825839d96f05 description: '' health_score: 100.0 @@ -248655,16 +258488,16 @@ https://www.freecodecamp.org/news/increase-your-vs-code-productivity: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/int-object-is-not-iterable-python-error-solved: + addition_method: manual content_hash: e5d5d785b1ee39c0408ec6d24afa85a6f0fee75764ee205ab3cccdec57982dc9 health_score: 100.0 last_checked: 1779030587.469793 needs_ai_refresh: true v1_locations: - docs/python.md - addition_method: manual https://www.freecodecamp.org/news/java-unit-testing: + addition_method: manual ai_summary: Walkthrough covering JUnit 5 framework testing. 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Uses practical, clear examples to explain the operational differences between standalone Docker systems and multi-node Kubernetes configurations. @@ -248755,8 +258588,8 @@ https://www.freecodecamp.org/news/kubernetes-vs-docker-whats-the-difference-expl v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-algorithms-and-data-structures-in-python: + addition_method: manual content_hash: 5de246ae555af808809241bd45985353b0d43842c8e98069529dcd90c2f06fb6 description: '' health_score: 100.0 @@ -248772,8 +258605,8 @@ https://www.freecodecamp.org/news/learn-algorithms-and-data-structures-in-python v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-coding-for-everyone-handbook: + addition_method: manual content_hash: df48fafc9a0010cae13d341589341147cd062ebef0fc78dcb4f1b15742ccdd94 description: '' health_score: 100.0 @@ -248789,8 +258622,8 @@ https://www.freecodecamp.org/news/learn-coding-for-everyone-handbook: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-data-structures-and-algorithms: + addition_method: manual content_hash: 94cad178abfef5aeba8a4db512849f1eb1309dddd20a12aa159038ca5f35c87c description: '' health_score: 100.0 @@ -248807,8 +258640,8 @@ https://www.freecodecamp.org/news/learn-data-structures-and-algorithms: v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-git-basics: + addition_method: manual ai_summary: An exhaustive, handbook-style tutorial detailing the core patterns of daily Git usage. This resource bridges the gap between basic repository setups and intermediate branch management schemes, showing how developers should handle @@ -248837,8 +258670,8 @@ https://www.freecodecamp.org/news/learn-git-basics: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-how-to-deploy-12-apps-to-aws-azure-google-cloud: + addition_method: manual content_hash: 8c258acc02dfd490d47e38fde72c689dc9d4b20d9b36983d01f2daec9677b2de description: '' health_score: 100.0 @@ -248854,8 +258687,8 @@ https://www.freecodecamp.org/news/learn-how-to-deploy-12-apps-to-aws-azure-googl v2_locations: - docker.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-istio-manage-microservices: + addition_method: manual ai_summary: An extensive, entry-to-expert guide detailing the core pillars of the Istio service mesh. Covers deployment basics, setting up comprehensive traffic routing, enabling secure intra-mesh mutual TLS, and configuring Prometheus and @@ -248886,8 +258719,8 @@ https://www.freecodecamp.org/news/learn-istio-manage-microservices: v2_locations: - istio.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-jenkins-by-building-a-ci-cd-pipeline: + addition_method: manual content_hash: 49847b1e9aead2cd3d1eb0e9cd2ad27736b5a9e119506ce1bc4417c1e8bfdfc9 description: '' health_score: 100.0 @@ -248903,8 +258736,8 @@ https://www.freecodecamp.org/news/learn-jenkins-by-building-a-ci-cd-pipeline: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-kubernetes-and-start-containerizing-your-applications: + addition_method: manual content_hash: d87296a6dd3271bd8acb9135bf1a19739bf4f5a6d12e587a4ce8a080d028f509 description: '' health_score: 100.0 @@ -248920,8 +258753,8 @@ https://www.freecodecamp.org/news/learn-kubernetes-and-start-containerizing-your v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-machine-learning-and-neural-networks-without-frameworks: + addition_method: manual content_hash: db145493e27b086da34b97e3e2a86befbc60a5f86248856c3b7fdf67a9169ac7 description: '' health_score: 100.0 @@ -248938,8 +258771,8 @@ https://www.freecodecamp.org/news/learn-machine-learning-and-neural-networks-wit v2_locations: - mlops.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/learn-the-basics-of-java-programming: + addition_method: manual ai_summary: Beginner-centric handbook focusing on OOP concepts, procedural mechanics, and structural paradigms inside the Java virtual machine environment. complexity: beginner @@ -248965,8 +258798,8 @@ https://www.freecodecamp.org/news/learn-the-basics-of-java-programming: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/make-your-kubernetes-environment-secure-efficient-reliable: + addition_method: manual content_hash: 7138343a47475b5a208c14cd65b1ba24b0fb3a9dc7966ed029a37f6061c2d0ab description: '' health_score: 100.0 @@ -248983,8 +258816,8 @@ https://www.freecodecamp.org/news/make-your-kubernetes-environment-secure-effici v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/markdown-cheat-sheet: + addition_method: manual content_hash: 90dff71bbe7f076a952010ea394aa700aa334eb2f0ea8d3e9db6185b41248d6d description: '' health_score: 100.0 @@ -249000,8 +258833,8 @@ https://www.freecodecamp.org/news/markdown-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/master-api-testing-with-postman: + addition_method: manual content_hash: de574da3c76c9e043ede510bbc14c4f92b8fdb2726fd9a45e445feb77abc0fda description: '' health_score: 100.0 @@ -249019,8 +258852,8 @@ https://www.freecodecamp.org/news/master-api-testing-with-postman: - postman.md - demos.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/mlops-course-learn-to-build-machine-learning-production-grade-projects: + addition_method: manual content_hash: 1b24517248b23f9fc61a8d6fa2b65a7f7bc87660e6fefed87626cb0667f66fd6 description: '' health_score: 100.0 @@ -249037,8 +258870,8 @@ https://www.freecodecamp.org/news/mlops-course-learn-to-build-machine-learning-p v2_locations: - mlops.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/oauth2-resourceserver-with-spring-security: + addition_method: manual content_hash: 23cd173a552ed01df0d5f6a56e66f3c9b5c7020354b54ab18b1efdf5d5dd1861 description: '' health_score: 100.0 @@ -249055,8 +258888,8 @@ https://www.freecodecamp.org/news/oauth2-resourceserver-with-spring-security: v2_locations: - oauth.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/object-oriented-programming-in-java: + addition_method: manual ai_summary: Detailed technical book-style guide exploring advanced object-oriented paradigms. Focuses on design patterns, polymorphic interfaces, and encapsulation policies. @@ -249083,8 +258916,8 @@ https://www.freecodecamp.org/news/object-oriented-programming-in-java: v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/practical-git-and-git-workflows: + addition_method: manual ai_summary: Detailed breakdown of mainstream branching strategies, including Git Flow, GitHub Flow, and trunk-based development. It serves as a practical blueprint for team collaboration, merge conflict mitigation, and release management in fast-paced @@ -249113,8 +258946,8 @@ https://www.freecodecamp.org/news/practical-git-and-git-workflows: v2_locations: - git.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/public-apis-for-developers: + addition_method: manual content_hash: ca2dffbe0ba74dd0690c92244b6e61b5999d7323001b98fed69224501972495e description: '' health_score: 100.0 @@ -249130,8 +258963,8 @@ https://www.freecodecamp.org/news/public-apis-for-developers: v2_locations: - api.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/pyscript-python-front-end-framework: + addition_method: manual content_hash: 8e4690f78bfca66b605af69c25168e96f599fc83d2522c7970afb310f01f0842 description: '' health_score: 100.0 @@ -249147,8 +258980,8 @@ https://www.freecodecamp.org/news/pyscript-python-front-end-framework: v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/python-attributes-class-and-instance-attribute-examples: + addition_method: manual content_hash: 7a2f050e84a3908dc7092a545c4c15bd504f39c0f7722e135065e68f8527b786 description: '' health_score: 100.0 @@ -249164,8 +258997,8 @@ https://www.freecodecamp.org/news/python-attributes-class-and-instance-attribute v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/python-for-loop-for-i-in-range-example: + addition_method: manual content_hash: 10a8845f64cba940e680a87365cd04dd7c8bce2154abcdf8a982e17d4f45e827 description: '' health_score: 100.0 @@ -249181,8 +259014,8 @@ https://www.freecodecamp.org/news/python-for-loop-for-i-in-range-example: v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/python-list-methods-append-vs-extend: + addition_method: manual content_hash: 07cff3f4ae5d7fda778c5a0d697823d82c666dea8b229f2797984cf0d3d67cbd description: '' health_score: 100.0 @@ -249199,8 +259032,8 @@ https://www.freecodecamp.org/news/python-list-methods-append-vs-extend: v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/python-list-remove-how-to-remove-an-item-from-a-list-in-python: + addition_method: manual content_hash: e5b3898e580ebe271d8d5e9b1a47944d68c9f9ee80574d9bfe837d8add19a0b5 description: '' health_score: 100.0 @@ -249217,8 +259050,8 @@ https://www.freecodecamp.org/news/python-list-remove-how-to-remove-an-item-from- v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/python-map-function-how-to-map-a-list-in-python-3-0-with-example-code: + addition_method: manual content_hash: c9352f8d4429c714f55df545c33dc46689ff5aca076cbc84352a96c6cf0de1fa description: '' health_score: 100.0 @@ -249235,8 +259068,8 @@ https://www.freecodecamp.org/news/python-map-function-how-to-map-a-list-in-pytho v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/python-set-operations-explained-with-examples: + addition_method: manual content_hash: 3c7407be87b4c00c82afab032831573067a825021f27212b974e42c59a4d1051 description: '' health_score: 100.0 @@ -249252,8 +259085,8 @@ https://www.freecodecamp.org/news/python-set-operations-explained-with-examples: v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/python-string-split-and-join-methods-explained-with-examples: + addition_method: manual content_hash: a3761b9d2110bdba4d49c3f1756a923661e8bc7592a4a891ea41d10f7ae50336 description: '' health_score: 100.0 @@ -249270,8 +259103,8 @@ https://www.freecodecamp.org/news/python-string-split-and-join-methods-explained v2_locations: - python.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/rest-api-best-practices-rest-endpoint-design-examples: + addition_method: manual content_hash: 090c705fc950420bbfa5241072ac9aff6a0c75ce3f984e1f95ef560560baa215 description: '' health_score: 100.0 @@ -249288,8 +259121,8 @@ https://www.freecodecamp.org/news/rest-api-best-practices-rest-endpoint-design-e v2_locations: - api.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/rest-api-design-best-practices-build-a-rest-api: + addition_method: manual content_hash: e2b7e050f9913c7c59f3bdce45892e9206280ca216d3de38981440d5e594d1ca description: '' health_score: 100.0 @@ -249306,8 +259139,8 @@ https://www.freecodecamp.org/news/rest-api-design-best-practices-build-a-rest-ap v2_locations: - api.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/rsync-examples-rsync-options-and-how-to-copy-files-over-ssh: + addition_method: manual ai_summary: A thorough manual detailing the versatile file synchronization tool rsync. It presents production-ready syntax examples for local differentials, SSH encryption integrations, and recursive archiving configurations. @@ -249336,8 +259169,8 @@ https://www.freecodecamp.org/news/rsync-examples-rsync-options-and-how-to-copy-f v2_locations: - linux.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/serverless-is-cheaper-not-simpler-a10c4fc30e49: + addition_method: manual content_hash: b872a7bb2eb3b34f77c17929c96c17c25dcc9feb85311273aad6b0989db9225d description: '' health_score: 100.0 @@ -249353,8 +259186,8 @@ https://www.freecodecamp.org/news/serverless-is-cheaper-not-simpler-a10c4fc30e49 v2_locations: - serverless.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/sql-inner-join-how-to-join-3-tables-in-sql-and-mysql: + addition_method: manual content_hash: 8416ff008805d08cbfca5a667fe7cab1b02e1cf49ba5b2291fab994c8f5cdcb4 description: '' health_score: 100.0 @@ -249370,8 +259203,8 @@ https://www.freecodecamp.org/news/sql-inner-join-how-to-join-3-tables-in-sql-and v2_locations: - databases.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/sql-join-types-inner-join-vs-outer-join-example: + addition_method: manual content_hash: 292266d059bce2a47d4c9525ec05e77f17a86c60eab39b2e077b0b1e645e8429 description: '' health_score: 100.0 @@ -249387,8 +259220,8 @@ https://www.freecodecamp.org/news/sql-join-types-inner-join-vs-outer-join-exampl v2_locations: - databases.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/sql-joins-tutorial: + addition_method: manual content_hash: dff8ed08966767b494251da3ee3e8ef0d43481fbd5eefb7f13576fc4b71db77c description: '' health_score: 100.0 @@ -249405,8 +259238,8 @@ https://www.freecodecamp.org/news/sql-joins-tutorial: v2_locations: - databases.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/tag/aws: + addition_method: manual content_hash: 30b25004b5bdc7caf71c00aef864dc91da730327b9ae94c53d84b3b65ce8aa3e description: '' health_score: 100.0 @@ -249422,8 +259255,8 @@ https://www.freecodecamp.org/news/tag/aws: v2_locations: - aws.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/tcp-vs-udp: + addition_method: manual ai_summary: An educational breakdown comparing connection-oriented TCP against connectionless UDP. Analyzes flow control, error checking, packet overhead, and speed characteristics to assist developers in selecting the optimal protocol for low-latency versus @@ -249452,8 +259285,8 @@ https://www.freecodecamp.org/news/tcp-vs-udp: v2_locations: - linux.md year: N/A - addition_method: manual https://www.freecodecamp.org/news/the-definitive-guide-to-git-merge: + addition_method: manual ai_summary: Extensive breakdown of Git's integration modes, analyzing fast-forward merges versus three-way merge commits. 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Artificial Intelligence + - AI Challenges + - Gemini Ecosystem + is_microservice: false + language: en + last_checked: 1780352272.994028 + reputation_status: Vetted + reputation_summary: Highly vetted. Fully backed by XPRIZE and Google, representing + a major public engineering initiative. + resource_type: site + social_preview_url: https://www.geminixprize.com/assets/og-image-v3.png + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + title: Build With Gemini XPRIZE + year: '2026' ? https://www.genbeta.com/a-fondo/cinco-repositorios-github-buenos-que-imprescindibles-estas-aprendiendo-te-dedicas-a-programar -: content_hash: c1e1a1f92a3c75f346fba473aef314117ae3f69227d27611cc7ae3d97775366c +: addition_method: manual + content_hash: c1e1a1f92a3c75f346fba473aef314117ae3f69227d27611cc7ae3d97775366c description: '' health_score: 100.0 last_checked: 1779032900.592523 @@ -250566,9 +260440,9 @@ https://www.geeksforgeeks.org/websites-apps/difference-between-rest-api-and-soap v1_locations: - docs/introduction.md year: N/A - addition_method: manual ? https://www.genbeta.com/a-fondo/dar-flexibilidad-obligar-a-desconexion-teletrabajo-claves-para-mejorar-productividad-tu-equipo-trabajo -: content_hash: 3ef69c56006705d0c517097446bec8213c85607712f2b3ac7eef5f6679dfba03 +: addition_method: manual + content_hash: 3ef69c56006705d0c517097446bec8213c85607712f2b3ac7eef5f6679dfba03 description: '' health_score: 100.0 last_checked: 1779033789.055228 @@ -250584,8 +260458,8 @@ https://www.geeksforgeeks.org/websites-apps/difference-between-rest-api-and-soap v2_locations: - remote-tech-jobs.md year: N/A - addition_method: manual https://www.genbeta.com/a-fondo/era-inteligencia-artificial-microsoft-nuevo-google: + addition_method: manual ai_summary: Analiza la evolución de Microsoft como líder de la revolución de IA generativa a través de su alianza con OpenAI, contrastándolo con la postura reactiva de Google ante los modelos de lenguaje transformadores. 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Examines peak attack volume and the immediate deployment of cloud-level edge protection firewalls. 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Evaluates the practical limits of standardized screening tests versus comprehensive, multi-layered architectural interviews for senior talent. 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Analyzes how continuous threat landscapes, understaffing, and relentless pressure drive over 50% of security practitioners to experience severe anxiety and consider resigning. [SPANISH CONTENT] @@ -250856,9 +260730,9 @@ https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se- v2_locations: - recruitment.md year: N/A - addition_method: manual ? https://www.genbeta.com/desarrollo/cinco-repositorios-github-buenos-que-imprescindibles-estas-aprendiendo-te-dedicas-a-programar-1 -: content_hash: 13da3018c57eb87ee4c3cd90b38e4c86ffb68732c992950b326457ccfe10dc8f +: addition_method: manual + content_hash: 13da3018c57eb87ee4c3cd90b38e4c86ffb68732c992950b326457ccfe10dc8f health_score: 100.0 last_checked: 1779130494.928773 status: online @@ -250868,9 +260742,9 @@ https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se- - docs/introduction.md v2_locations: - introduction.md - addition_method: manual ? https://www.genbeta.com/desarrollo/hace-20-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps -: content_hash: 12c2d90b01a5fea9c72da42a8eca4141f77661e27719b14febda1ffee255474f +: addition_method: manual + content_hash: 12c2d90b01a5fea9c72da42a8eca4141f77661e27719b14febda1ffee255474f description: '' health_score: 100.0 last_checked: 1779030605.059422 @@ -250881,9 +260755,9 @@ https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se- v1_locations: - docs/api.md year: N/A - addition_method: manual ? https://www.genbeta.com/desarrollo/hace-22-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps -: content_hash: af81ea2d98077314c58d01d821cf5b401060c4b28e6df3a680b4efb772e71f98 +: addition_method: manual + content_hash: af81ea2d98077314c58d01d821cf5b401060c4b28e6df3a680b4efb772e71f98 health_score: 100.0 last_checked: 1779130494.995647 status: online @@ -250893,9 +260767,9 @@ https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se- - docs/api.md v2_locations: - api.md - addition_method: manual ? https://www.genbeta.com/desarrollo/hay-organizaciones-pro-software-libre-abandonando-github-su-uso-comercial-proyectos-open-source-copilot -: content_hash: 3640115a44dbd0814705b41799a795e0ff11de3f4b6eb0e0a6ce99804ecd4595 +: addition_method: manual + content_hash: 3640115a44dbd0814705b41799a795e0ff11de3f4b6eb0e0a6ce99804ecd4595 description: '' health_score: 100.0 last_checked: 1779033921.836803 @@ -250911,9 +260785,9 @@ https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se- v2_locations: - git.md year: N/A - addition_method: manual ? https://www.genbeta.com/desarrollo/mitad-programadores-tienen-titulos-universitarios-cada-vez-desarrolladores-aprenden-su-cuenta -: ai_summary: Synthesizes industry survey data indicating that less than half of professional +: addition_method: manual + ai_summary: Synthesizes industry survey data indicating that less than half of professional software developers hold traditional university degrees in computer science. Highlights the rise and validation of self-directed learning paths, bootcamps, and real-world execution. [SPANISH CONTENT] @@ -250941,8 +260815,8 @@ https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se- v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.genbeta.com/desarrollo/plastic-scm-mergebot-automatizando-tu-pipeline-desarrollo: + addition_method: manual content_hash: 40f7d2efd6b6b1664c69e8d293d3540731ad220ba132eca8c9482433f66d755f description: '' health_score: 100.0 @@ -250958,8 +260832,8 @@ https://www.genbeta.com/desarrollo/plastic-scm-mergebot-automatizando-tu-pipelin v2_locations: - git.md year: N/A - addition_method: manual https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abierto-vez-distribuirlo-github-usan-cd: + addition_method: manual content_hash: c5cb7a0ffa6882a6c6186e0cd34ed0d0197579c0202f58f2b0386170ce73532f description: '' health_score: 100.0 @@ -250976,9 +260850,9 @@ https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abie v2_locations: - customer.md year: N/A - addition_method: manual ? https://www.genbeta.com/desarrollo/visual-studio-code-cuenta-version-web-que-te-permite-mantener-tus-proyectos-tu-disco-duro -: content_hash: 46b57f34b19da8453aa3411d82ec47cd3145ce5d9f30524b7c3e9cc03b7a85cc +: addition_method: manual + content_hash: 46b57f34b19da8453aa3411d82ec47cd3145ce5d9f30524b7c3e9cc03b7a85cc description: '' health_score: 100.0 last_checked: 1779030553.982407 @@ -250989,9 +260863,9 @@ https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abie v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual ? https://www.genbeta.com/herramientas/busybox-ejecutable-que-agrupa-casi-200-utilidades-gnu-linea-comandos-que-puedes-usar-tambien-windows-android -: ai_summary: An introductory article explaining how BusyBox consolidates nearly 200 +: addition_method: manual + ai_summary: An introductory article explaining how BusyBox consolidates nearly 200 traditional Unix tools into a single, multi-platform executable. Provides practical context regarding its portability to Windows and Android systems. [SPANISH CONTENT] complexity: Beginner @@ -251019,9 +260893,9 @@ https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abie v2_locations: - linux.md year: N/A - addition_method: manual ? https://www.genbeta.com/web/siete-webs-explicadas-a-fondo-donde-encontrar-trabajo-freelance-autonomo-te-niegas-a-volver-a-oficina -: ai_summary: Una guía exhaustiva que analiza detalladamente siete plataformas digitales +: addition_method: manual + ai_summary: Una guía exhaustiva que analiza detalladamente siete plataformas digitales dedicadas a conectar profesionales técnicos independientes con ofertas de trabajo remotas e internacionales. Ofrece consejos prácticos sobre facturación, tarifas promedio y construcción de perfil. [SPANISH CONTENT] @@ -251049,8 +260923,8 @@ https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abie v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.gentlydownthe.stream: + addition_method: manual ai_summary: 'Curator Insight: A highly acclaimed visual, interactive introduction to Apache Kafka and stream processing. Live Grounding: Leverages hand-drawn diagrams and narrative storytelling to explain complex streaming concepts such as replication, @@ -251079,9 +260953,9 @@ https://www.gentlydownthe.stream: v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://www.gestoresderiesgo.com/colaboradores/prohibicion-de-utilizar-programas-informaticos-que-permitan-llevar-una-doble-contabilidad-empresarial -: content_hash: N/A +: addition_method: manual + content_hash: N/A health_score: 100.0 last_checked: 1779031186.523679 needs_ai_refresh: true @@ -251091,8 +260965,8 @@ https://www.gentlydownthe.stream: - docs/freelancing.md v2_locations: - freelancing.md - addition_method: manual https://www.getambassador.io/blog/kubernetes-labels-vs-annotations: + addition_method: manual content_hash: 58ebedccfbb19f2d3b13281440b513e61047c409d5f0e90eb4a68dbdc3264431 description: '' health_score: 100.0 @@ -251103,8 +260977,8 @@ https://www.getambassador.io/blog/kubernetes-labels-vs-annotations: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.getambassador.io/resources/getting-started-with-kubernetes-for-javascript-developers: + addition_method: manual content_hash: 58ebedccfbb19f2d3b13281440b513e61047c409d5f0e90eb4a68dbdc3264431 description: '' health_score: 100.0 @@ -251115,8 +260989,8 @@ https://www.getambassador.io/resources/getting-started-with-kubernetes-for-javas v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.getcortexapp.com/post/a-guide-to-the-best-sre-tools: + addition_method: manual content_hash: 1cb93a654ced3892a1363b887c70157db011daac7bd50dd142971b5e7eed797d description: '' health_score: 100.0 @@ -251127,8 +261001,8 @@ https://www.getcortexapp.com/post/a-guide-to-the-best-sre-tools: v1_locations: - docs/sre.md year: N/A - addition_method: manual https://www.getcortexapp.com/post/why-you-need-a-microservices-catalog-tool: + addition_method: manual content_hash: bc2338baeb9fdb728c64791e77e0550790c53cc0b53db5c6a2d894775989dcc1 description: '' health_score: 100.0 @@ -251139,8 +261013,8 @@ https://www.getcortexapp.com/post/why-you-need-a-microservices-catalog-tool: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.getenvoy.io: + addition_method: manual content_hash: caa5f3508196b5e47a624693b80620a226bd14d0537764a9a42164fd89fe7ec8 description: '' health_score: 100.0 @@ -251151,8 +261025,8 @@ https://www.getenvoy.io: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.getmatter.com: + addition_method: manual content_hash: 29448cce01d25e51c287d62ed73b7eed85e1a3c3833bb6e83d3e6ddcbbb0c96a health_score: 100.0 last_checked: 1779130494.968261 @@ -251163,8 +261037,8 @@ https://www.getmatter.com: - docs/workfromhome.md v2_locations: - workfromhome.md - addition_method: manual https://www.getport.io: + addition_method: manual content_hash: 747e86f8f03f548b73f9a871e2c07580b33d7103fb02486474cc4d09060a26e2 description: '' health_score: 100.0 @@ -251175,8 +261049,8 @@ https://www.getport.io: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://www.getpostman.com: + addition_method: manual content_hash: 491939ab5da74afe6783597ef9061c23b4b649fe5844c2af8648c2c0356f3383 description: '' health_score: 100.0 @@ -251187,8 +261061,8 @@ https://www.getpostman.com: v1_locations: - docs/postman.md year: N/A - addition_method: manual https://www.getxray.app/blog/7-benefits-of-using-a-test-management-app-vs.-excel: + addition_method: manual content_hash: f0504d3b1d83109c507be652fb7e91edcb1129c74dc7c22ecc70b1b2cba2f9fe description: '' health_score: 100.0 @@ -251204,8 +261078,8 @@ https://www.getxray.app/blog/7-benefits-of-using-a-test-management-app-vs.-excel v2_locations: - qa.md year: N/A - addition_method: manual https://www.getxray.app/blog/get-started-with-devops-principles-best-practices-and-tips: + addition_method: manual content_hash: e2cd5d7b20556aa7e95a1d5086b10a2da8dd8d38f9c2d8eb3d700c881c910b64 description: '' health_score: 100.0 @@ -251221,8 +261095,8 @@ https://www.getxray.app/blog/get-started-with-devops-principles-best-practices-a v2_locations: - devops.md year: N/A - addition_method: manual https://www.getxray.app/blog/the-top-5-software-testing-trends-of-2022: + addition_method: manual content_hash: 38c6513fffae108ef55d84f1e8005878fa60a8835c6011b3558c089feb5e7d60 description: '' health_score: 100.0 @@ -251238,8 +261112,8 @@ https://www.getxray.app/blog/the-top-5-software-testing-trends-of-2022: v2_locations: - qa.md year: N/A - addition_method: manual https://www.giantflyingsaucer.com/blog/?p=5730: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031399.074655 @@ -251249,8 +261123,8 @@ https://www.giantflyingsaucer.com/blog/?p=5730: - docs/aws-serverless.md v2_locations: - aws-serverless.md - addition_method: manual https://www.giantswarm.io: + addition_method: manual ai_summary: Portal for Giant Swarm's fully managed enterprise Kubernetes management service. Emphasizes modern platform engineering workflows, governance tooling, and continuous operations support. @@ -251279,8 +261153,8 @@ https://www.giantswarm.io: - managed-kubernetes-in-public-cloud.md - matrix-table.md year: N/A - addition_method: manual https://www.giantswarm.io/blog/turtles-all-the-way-down-are-still-just-turtles-giant-swarm: + addition_method: manual ai_summary: Explores Cluster API (CAPI) mechanics and nested control plane virtualization. Reviews how to conceptualize management vs. workload cluster nodes under Cluster-as-a-Resource topologies. @@ -251307,8 +261181,8 @@ https://www.giantswarm.io/blog/turtles-all-the-way-down-are-still-just-turtles-g v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.giffgaff.io/tech/resizing-statefulset-persistent-volumes-with-zero-downtime: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -251323,8 +261197,8 @@ https://www.giffgaff.io/tech/resizing-statefulset-persistent-volumes-with-zero-d v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.giffgaff.io/tech/using-istio-with-nginx-ingress: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -251338,8 +261212,8 @@ https://www.giffgaff.io/tech/using-istio-with-nginx-ingress: v2_locations: - istio.md year: N/A - addition_method: manual https://www.git-tower.com/blog/git-cheat-sheet: + addition_method: manual content_hash: b04f85589748ef44cc042cfd747b1d5359c39458c03d460c239dda7d19416537 description: '' health_score: 100.0 @@ -251355,8 +261229,8 @@ https://www.git-tower.com/blog/git-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.gitbook.com: + addition_method: manual ai_summary: 'A collaborative, cloud-hosted documentation platform that simplifies knowledge sharing for technical and non-technical teams alike. Integrates natively with Git repositories while offering rich visual editors. Double-Evidence: Transitioned @@ -251386,8 +261260,8 @@ https://www.gitbook.com: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://www.githubstatus.com: + addition_method: manual ai_summary: The official live health status dashboard for GitHub services, offering real-time tracking of API, Git operations, Actions, Packages, and Pages. This portal is a critical dependency for worldwide enterprise CI/CD monitoring, alerting @@ -251417,8 +261291,8 @@ https://www.githubstatus.com: v2_locations: - git.md year: N/A - addition_method: manual https://www.githubstatus.com/uptime: + addition_method: manual ai_summary: The dedicated uptime tracker of the GitHub platform, exposing SLA historical logs and service reliability metrics over rolling cycles. This endpoint is highly valued by operations and compliance teams validating continuous delivery commitments @@ -251447,8 +261321,8 @@ https://www.githubstatus.com/uptime: v2_locations: - git.md year: N/A - addition_method: manual https://www.gitkraken.com: + addition_method: manual content_hash: 2da5be40d3f95bc16f516a3ba19867e819181737183948acd841be13030d6d1a description: '' health_score: 100.0 @@ -251464,8 +261338,8 @@ https://www.gitkraken.com: v2_locations: - git.md year: N/A - addition_method: manual https://www.gitkraken.com/learn/git/branch: + addition_method: manual ai_summary: Interactive and visual learning guide detailing foundational Git branching architectures. Highlights how graphical user interfaces interact with terminal Git mechanisms to support complex team topologies. @@ -251493,8 +261367,8 @@ https://www.gitkraken.com/learn/git/branch: v2_locations: - git.md year: N/A - addition_method: manual https://www.gitkraken.com/learn/git/problems/rename-git-branch: + addition_method: manual ai_summary: A practical troubleshooting guide for safe local and remote branch renaming. It walks through configuration updates and upstream tracking adjustments to prevent build breaking and pipeline failures when renaming default production branches. @@ -251522,8 +261396,8 @@ https://www.gitkraken.com/learn/git/problems/rename-git-branch: v2_locations: - git.md year: N/A - addition_method: manual https://www.gitkraken.com/learn/git/tutorials: + addition_method: manual ai_summary: A highly structured, professional video and article archive managed by the GitKraken engineering team. It targets critical code management themes, including branch optimization, visual conflict resolution, rebase configurations, @@ -251551,8 +261425,8 @@ https://www.gitkraken.com/learn/git/tutorials: v2_locations: - git.md year: N/A - addition_method: manual https://www.gitkraken.com/pdfs/gitkraken-git-gui-cheat-sheet: + addition_method: manual content_hash: 77f43603186e943017297a0d9cdb295270e3686a6f6490cc9ac7fd45c13be07d health_score: 100.0 last_checked: 1779130494.990039 @@ -251566,8 +261440,8 @@ https://www.gitkraken.com/pdfs/gitkraken-git-gui-cheat-sheet: v2_locations: - cheatsheets.md - git.md - addition_method: manual https://www.gitkraken.com/reports/devops-report-2020: + addition_method: manual ai_summary: A highly informative developer sentiment report published by GitKraken, examining tool preference patterns across version control, CI pipeline layers, and release architectures. @@ -251588,8 +261462,8 @@ https://www.gitkraken.com/reports/devops-report-2020: v2_locations: - devops-tools.md year: '2020' - addition_method: manual https://www.gitkraken.com/resources/devops-report-2020: + addition_method: manual content_hash: 9e066361e24ddd1b7f09276276108c2c371d9102598cc369767ff996604002b7 description: '' health_score: 100.0 @@ -251600,8 +261474,8 @@ https://www.gitkraken.com/resources/devops-report-2020: v1_locations: - docs/devops-tools.md year: N/A - addition_method: manual https://www.gitkraken.com/resources/gitkraken-cheat-sheet: + addition_method: manual content_hash: 5f95452ee52b7aecb26ac0ba29a751ee05de2c077c5f18b5a28e6cb4250df35b description: '' health_score: 100.0 @@ -251613,8 +261487,8 @@ https://www.gitkraken.com/resources/gitkraken-cheat-sheet: - docs/cheatsheets.md - docs/git.md year: N/A - addition_method: manual https://www.gitops.tech: + addition_method: manual content_hash: c31f5e7ec5b43e53d4d6f8635165a36b6b4e541e08a642cca557406d7b369daf description: '' health_score: 100.0 @@ -251630,8 +261504,8 @@ https://www.gitops.tech: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.gitpod.io: + addition_method: manual content_hash: 8ddd7fba1b3a2f333b7c04f86c8cfbd9096daaa3f855fcb62f483f94d573c023 description: '' health_score: 100.0 @@ -251642,8 +261516,8 @@ https://www.gitpod.io: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://www.gitpod.io/blog/openvscode-server-launch: + addition_method: manual content_hash: 2affb6ae02e6cd83f62144947198e5ae5835049ef0591f85c43e8066900331d3 description: '' health_score: 100.0 @@ -251654,8 +261528,8 @@ https://www.gitpod.io/blog/openvscode-server-launch: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://www.gluster.org: + addition_method: manual content_hash: 15f934e6ba79ec5af3568b496071e6b37eb15cd1cf1a2f4e8b59f9c92fd2eece health_score: 100.0 last_checked: 1779031983.128533 @@ -251663,8 +261537,8 @@ https://www.gluster.org: v1_locations: - docs/kubernetes-storage.md - docs/ocp4.md - addition_method: manual https://www.gnu.org/software/parallel: + addition_method: manual ai_summary: GNU Parallel is a powerful shell tool for executing command-line jobs concurrently across local CPU cores or remote nodes. Essential for accelerating large-scale CPU-bound text processing or system migrations. @@ -251690,8 +261564,8 @@ https://www.gnu.org/software/parallel: v2_locations: - linux.md year: N/A - addition_method: manual https://www.gocd.org: + addition_method: manual content_hash: 64c01bd6bb652f5fadf079c3f83dfef3972900c6ebcea60ae8265b76ae1309bb description: '' health_score: 100.0 @@ -251707,8 +261581,8 @@ https://www.gocd.org: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://www.goglides.dev/bkpandey/headless-services-in-kubernetes-what-why-and-how-39fl: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -251723,8 +261597,8 @@ https://www.goglides.dev/bkpandey/headless-services-in-kubernetes-what-why-and-h v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.google.com/share.google?q=rRH2WBGGgW1LON3N1: + addition_method: manual content_hash: 2be1dd40345dbfc023621da44e150f570d5cdda17cfa90745744f0a8a6a1352e description: '' health_score: 100.0 @@ -251735,8 +261609,42 @@ https://www.google.com/share.google?q=rRH2WBGGgW1LON3N1: - docs/chatgpt.md - docs/python.md year: N/A - addition_method: manual +? https://www.googlecloudpresscorner.com/2026-05-28-Workday-and-Google-Cloud-Expand-Strategic-Partnership-to-Bring-AI-Agents-for-HR-and-Finance-Into-Employees-Daily-Workflows&linkId=62100369 +: addition_method: automatic + ai_summary: Google Cloud and Workday expand their partnership to integrate the Workday + Sana self-service agent natively with Gemini Enterprise. Key technical highlights + include multi-agent orchestration directly inside workspace applications and zero-copy + access to unified HR and finance data between Workday Data Cloud and Google BigQuery. + category: uncategorized + complexity: Intermediate + content_hash: 99f3ee61efd4606d4a23dec4ae2d56424b08a4fdc483e8a22ab3e5d8802b1a51 + description: Google Cloud and Workday team up to deploy the stateful Workday Sana + agent inside Gemini Enterprise with zero-copy BigQuery storage integration. + hierarchy: + - Cloud Providers + - Google Cloud Platform + - Enterprise Integrations + - AI Agents + is_microservice: false + language: en + last_checked: 1780352849.031833 + reputation_status: Vetted + reputation_summary: A major enterprise milestone showing multi-agent integration + at scale with zero-copy analytics bridging across multiple data clouds. + resource_type: Press Release + social_preview_url: '' + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: enterprise-ai + tags: + - '[ENTERPRISE-STABLE]' + - '[CASE STUDY]' + title: Workday and Google Cloud Expand Strategic Partnership to Bring AI Agents + for HR and Finance Into Employees' Daily Workflows + year: '2026' https://www.granted.dev: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -251750,16 +261658,16 @@ https://www.granted.dev: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.greycampus.com: + addition_method: manual last_checked: 1779388816.902386 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - project-management-methodology.md - addition_method: manual https://www.greycampus.com/blog/agile-and-scrum/agile-vs-scrum-vs-waterfall-vs-kanban: + addition_method: manual content_hash: 4ab90b60d86cfeeb89cb3cc05d2bb2d585088b680a7397b90ff53f12340e349d description: '' health_score: 100.0 @@ -251770,15 +261678,15 @@ https://www.greycampus.com/blog/agile-and-scrum/agile-vs-scrum-vs-waterfall-vs-k v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.greycampus.com/blog/agile-management/agile-vs-scrum-vs-waterfall-vs-kanban: + addition_method: manual content_hash: 1fa4601e3677846c2299d951dfd9ed477b2d670bf79ad6dfeba75e437a8825cb health_score: 64.0 last_checked: 1779130495.015914 v1_locations: - docs/project-management-methodology.md - addition_method: manual https://www.groundcover.com/blog/ci-cd-kubernetes: + addition_method: manual ai_summary: 'Curator Insight: Evaluates the modern, Kubernetes-native shift in build pipelines (Tekton, Argo, Jenkins X). Live Grounding: Outlines how cloud-native orchestration removes VM runner overheads via isolated pod execution. 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Live Grounding: Explores the business value of enterprise-grade pipelines, highlighting safety verification and deployment @@ -252724,8 +262632,8 @@ https://www.harness.io/blog/what-is-cicd-platform-why-should-i-care: v2_locations: - cicd.md year: '2022' - addition_method: manual https://www.harness.io/blog?module-name=Feature+Management+%26+Experimentation: + addition_method: manual ai_summary: This redirected technical post explores 'Keystone Flags', an architecture designed to minimize toggle pollution across complex codebases. It details how isolating toggles at primary entry points (keystones) simplifies cleanups and @@ -252747,8 +262655,8 @@ https://www.harness.io/blog?module-name=Feature+Management+%26+Experimentation: v2_locations: - git.md year: '2021' - addition_method: manual https://www.harness.io/harness-devops-academy/progressive-delivery: + addition_method: manual ai_summary: A comprehensive guide hosted by Harness (following Split.io's integration) that breaks down the mechanics of Progressive Delivery, combining canary deployments, feature flags, and automated rollbacks. Outlines how to mitigate blast radius @@ -252770,8 +262678,8 @@ https://www.harness.io/harness-devops-academy/progressive-delivery: v2_locations: - cicd.md year: '2024' - addition_method: manual https://www.harness.io/harness-devops-academy/what-is-continuous-integration-ci: + addition_method: manual ai_summary: 'Curator Insight: Detailed deep dive into the integration phase of modern software development lifecycles. Live Grounding: Evaluates the importance of fast feedback loops, automated testing suite configuration, and build runners. Essential @@ -252794,8 +262702,8 @@ https://www.harness.io/harness-devops-academy/what-is-continuous-integration-ci: v2_locations: - cicd.md year: '2022' - addition_method: manual https://www.harness.io/products/continuous-delivery: + addition_method: manual content_hash: 081bd2ac99ba296691e3bdc4d51fdc89d792b610c991fe73b0e3d1dffef8d527 health_score: 100.0 last_checked: 1779130494.953655 @@ -252808,8 +262716,8 @@ https://www.harness.io/products/continuous-delivery: v2_locations: - jenkins-alternatives.md - demos.md - addition_method: manual https://www.harness.io/products/service-reliability-management: + addition_method: manual content_hash: 028a0f18a3663f4ae9f847fdbddb29c4f437a9c8c6fc85d01923020754c857c4 health_score: 100.0 last_checked: 1779130494.971129 @@ -252820,8 +262728,8 @@ https://www.harness.io/products/service-reliability-management: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.hashicorp.com/blog/7-ways-to-optimize-cloud-spend-with-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252835,8 +262743,8 @@ https://www.hashicorp.com/blog/7-ways-to-optimize-cloud-spend-with-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/a-guide-to-cloud-cost-optimization-with-hashicorp-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252850,8 +262758,8 @@ https://www.hashicorp.com/blog/a-guide-to-cloud-cost-optimization-with-hashicorp v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/a-kubernetes-user-s-guide-to-hashicorp-nomad-secret-management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252865,8 +262773,8 @@ https://www.hashicorp.com/blog/a-kubernetes-user-s-guide-to-hashicorp-nomad-secr v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/accelerate-your-terraform-development-with-amazon-codewhisperer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252882,8 +262790,8 @@ https://www.hashicorp.com/blog/accelerate-your-terraform-development-with-amazon - ai.md - aws-tools-scripts.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/accelerating-ai-adoption-on-azure-with-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252897,8 +262805,8 @@ https://www.hashicorp.com/blog/accelerating-ai-adoption-on-azure-with-terraform: v2_locations: - ai.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/access-google-cloud-from-hcp-terraform-with-workload-identity: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252912,8 +262820,8 @@ https://www.hashicorp.com/blog/access-google-cloud-from-hcp-terraform-with-workl v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-11-verified-providers-for-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252927,8 +262835,8 @@ https://www.hashicorp.com/blog/announcing-11-verified-providers-for-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-azure-stack-hub-provider-1-0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252942,8 +262850,8 @@ https://www.hashicorp.com/blog/announcing-azure-stack-hub-provider-1-0: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-cdk-for-terraform-0-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252957,8 +262865,8 @@ https://www.hashicorp.com/blog/announcing-cdk-for-terraform-0-1: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-general-availability-hashicorp-terraform-cloud-operator-for-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252973,8 +262881,8 @@ https://www.hashicorp.com/blog/announcing-general-availability-hashicorp-terrafo v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-hashicorp-terraform-0-15-general-availability: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -252988,8 +262896,8 @@ https://www.hashicorp.com/blog/announcing-hashicorp-terraform-0-15-general-avail v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-hashicorp-terraform-1-0-general-availability: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253003,8 +262911,8 @@ https://www.hashicorp.com/blog/announcing-hashicorp-terraform-1-0-general-availa v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-launch-day-support-for-amazon-ecs-anywhere-terraform-aws-provider: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253019,8 +262927,8 @@ https://www.hashicorp.com/blog/announcing-launch-day-support-for-amazon-ecs-anyw v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-support-for-aws-lambda-code-signing-in-the-terraform-aws-provider: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253035,8 +262943,8 @@ https://www.hashicorp.com/blog/announcing-support-for-aws-lambda-code-signing-in v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-terraform-aws-cloud-control-provider-tech-preview: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253050,8 +262958,8 @@ https://www.hashicorp.com/blog/announcing-terraform-aws-cloud-control-provider-t v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-the-hashicorp-linux-repository: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253065,8 +262973,8 @@ https://www.hashicorp.com/blog/announcing-the-hashicorp-linux-repository: v2_locations: - linux.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-the-terraform-visual-studio-code-extension-v2-0-0: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253076,8 +262984,8 @@ https://www.hashicorp.com/blog/announcing-the-terraform-visual-studio-code-exten v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-version-2-0-kubernetes-and-helm-providers-for-hashicorp-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253092,8 +263000,8 @@ https://www.hashicorp.com/blog/announcing-version-2-0-kubernetes-and-helm-provid v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/announcing-waypoint: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253107,8 +263015,8 @@ https://www.hashicorp.com/blog/announcing-waypoint: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/aws-hashicorp-collaborate-new-terraform-modules: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253122,8 +263030,8 @@ https://www.hashicorp.com/blog/aws-hashicorp-collaborate-new-terraform-modules: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/aws-lambda-extensions-for-hashicorp-vault: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253138,8 +263046,55 @@ https://www.hashicorp.com/blog/aws-lambda-extensions-for-hashicorp-vault: v2_locations: - devsecops.md year: N/A - addition_method: manual +https://www.hashicorp.com/blog/azure-hub-and-spoke-generally-available-for-hcp-vault-dedicated: + addition_method: automatic + ai_summary: 'Curator Insight: Managed security platforms must adapt to complex cloud-native + networking layouts to be viable for enterprise environments. + + + Live Grounding: Published in May 2026, this announcement states that HCP Vault + Dedicated now supports native Azure hub-and-spoke networking topology. + + + Security Architecture: + + - Ensures entirely private connectivity by integrating HashiCorp Virtual Networks + with Azure transit spokes. + + - Eliminates the security risk of exposing managed secrets endpoints to the public + internet. + + - Simplifies cross-tenant routing without requiring complex manual peer configurations.' + category: azure + complexity: advanced + content_hash: N/A + description: HashiCorp announces general availability of Azure hub-and-spoke networking + topology support for HCP Vault Dedicated, delivering private, secure connectivity. + hierarchy: + - Infrastructure Security + - Secrets Management + - HashiCorp Vault + - Azure Networking + is_microservice: false + language: en + last_checked: 1780352168.173394 + reputation_status: Vetted + reputation_summary: Strongly welcomed by security operations teams for solving complex + Azure enterprise private networking topology requirements within managed Vault + deployments. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (HashiCorp) + stars: 4 + status: online + suggested_new_category: devsecops + tags: + - '[ENTERPRISE-STABLE]' + - '[DE FACTO STANDARD]' + title: Azure Hub-and-Spoke Generally Available for HCP Vault Dedicated + year: '2026' https://www.hashicorp.com/blog/beta-support-for-crds-in-the-terraform-provider-for-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253153,8 +263108,8 @@ https://www.hashicorp.com/blog/beta-support-for-crds-in-the-terraform-provider-f v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/build-a-quick-aks-cluster-the-easy-way-with-terraform-cloud: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253169,8 +263124,8 @@ https://www.hashicorp.com/blog/build-a-quick-aks-cluster-the-easy-way-with-terra v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/build-secure-ai-applications-on-azure-with-hashicorp-terraform-and-vault: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253187,8 +263142,8 @@ https://www.hashicorp.com/blog/build-secure-ai-applications-on-azure-with-hashic - azure.md - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/building-a-secure-azure-reference-architecture-with-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253202,8 +263157,8 @@ https://www.hashicorp.com/blog/building-a-secure-azure-reference-architecture-wi v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/building-azure-resources-with-typescript-using-the-cdk-for-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253218,8 +263173,8 @@ https://www.hashicorp.com/blog/building-azure-resources-with-typescript-using-th v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/cdk-for-terraform-enabling-python-and-typescript-support: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253233,8 +263188,8 @@ https://www.hashicorp.com/blog/cdk-for-terraform-enabling-python-and-typescript- v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/cdk-for-terraform-now-generally-available: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253248,8 +263203,8 @@ https://www.hashicorp.com/blog/cdk-for-terraform-now-generally-available: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/cisco-citrix-fortinet-among-new-verified-terraform-providers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253264,8 +263219,8 @@ https://www.hashicorp.com/blog/cisco-citrix-fortinet-among-new-verified-terrafor v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/configuring-azure-application-gateway-with-consul-terraform-sync: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253279,8 +263234,47 @@ https://www.hashicorp.com/blog/configuring-azure-application-gateway-with-consul v2_locations: - terraform.md year: N/A - addition_method: manual +https://www.hashicorp.com/blog/consul-20-improves-flexibility-control-and-scalability: + addition_method: automatic + ai_summary: 'A technical release breakdown of HashiCorp Consul 2.0, focusing on + multi-cloud security, control planes, and networking density. + + * Introduces full multi-port support for service mesh deployments on Kubernetes, + allowing microservices to map distinct security and ingress rules per port. + + * Implements global RPC rate limiters, auto-scaling mechanisms for the native + API Gateway, and integrations with CyberArk Workload Identity Manager as an external + CA.' + category: servicemesh + complexity: advanced + content_hash: N/A + description: HashiCorp releases Consul 2.0, introducing multi-port service mesh + on Kubernetes, CyberArk Workload Identity integration, and global RPC rate limiting. + hierarchy: + - Infrastructure Automation + - Service Mesh + - Kubernetes Networking + - Datacenter Security + is_microservice: false + language: en + last_checked: 1780352686.744634 + reputation_status: Vetted + reputation_summary: A landmark release from HashiCorp that is recognized by cloud + architects as a crucial architectural upgrade to long-standing Kubernetes-to-Consul + service mesh constraints. + resource_type: article + social_preview_url: '' + source_provenance: X.com (HashiCorp) + stars: 4 + status: online + suggested_new_category: service-discovery + tags: + - DE FACTO STANDARD + - ENTERPRISE-STABLE + title: Consul 2.0 improves flexibility, control, and scalability + year: '2026' https://www.hashicorp.com/blog/creating-workspaces-with-the-hashicorp-terraform-operator-for-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253295,8 +263289,8 @@ https://www.hashicorp.com/blog/creating-workspaces-with-the-hashicorp-terraform- v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/custom-variable-validation-in-terraform-0-13: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253310,8 +263304,8 @@ https://www.hashicorp.com/blog/custom-variable-validation-in-terraform-0-13: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/deploy-any-resource-with-the-new-kubernetes-provider-for-hashicorp-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253325,8 +263319,8 @@ https://www.hashicorp.com/blog/deploy-any-resource-with-the-new-kubernetes-provi v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/deploying-helm-apps-to-kubernetes-with-waypoint-and-gitops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253340,8 +263334,8 @@ https://www.hashicorp.com/blog/deploying-helm-apps-to-kubernetes-with-waypoint-a v2_locations: - helm.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/disaster-recovery-for-hashicorp-consul-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253355,8 +263349,44 @@ https://www.hashicorp.com/blog/disaster-recovery-for-hashicorp-consul-on-kuberne v2_locations: - servicemesh.md year: N/A - addition_method: manual +https://www.hashicorp.com/blog/encrypting-large-artifacts-and-streaming-workloads-with-vault: + addition_method: automatic + ai_summary: This technical architecture guide introduces HashiCorp's SDK for implementing + envelope encryption with Vault's Transit secrets engine. By shifting the workload + of actual encryption and decryption locally to applications using locally generated + data encryption keys (DEKs), it avoids the latency and network bottlenecks of + sending large payloads to a central Vault server. Vault maintains central authority + over key policy and DEK wrapping, offering high-performance, secure processing + for streaming data and massive artifacts. + category: devsecops + complexity: Advanced + content_hash: N/A + description: HashiCorp introduces a local envelope encryption workflow utilizing + Vault Transit keys to protect massive data payloads without network bottlenecks. + hierarchy: + - Security + - Secrets Management + - Data Protection + - Envelope Encryption + is_microservice: false + language: English + last_checked: 1780352302.45666 + reputation_status: Vetted + reputation_summary: Widely trusted enterprise-grade security pattern from HashiCorp + for zero-trust data protection. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (HashiCorp) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + - GUIDE + title: Encrypting Large Artifacts and Streaming Workloads with Vault + year: '2026' https://www.hashicorp.com/blog/get-started-with-consul-service-mesh-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253370,8 +263400,8 @@ https://www.hashicorp.com/blog/get-started-with-consul-service-mesh-on-kubernete v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/getting-started-with-ambassador-and-consul-using-kubernetes-initializer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253386,8 +263416,8 @@ https://www.hashicorp.com/blog/getting-started-with-ambassador-and-consul-using- v2_locations: - demos.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/getting-started-with-hcp-consul-frequently-asked-questions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253401,8 +263431,8 @@ https://www.hashicorp.com/blog/getting-started-with-hcp-consul-frequently-asked- v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/getting-started-with-the-helm-and-datadog-terraform-providers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253417,8 +263447,8 @@ https://www.hashicorp.com/blog/getting-started-with-the-helm-and-datadog-terrafo v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/gke-cluster-setup-with-cdk-for-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253432,8 +263462,8 @@ https://www.hashicorp.com/blog/gke-cluster-setup-with-cdk-for-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/hashicorp-consul-ingress-gateways-and-l7-traffic-management-in-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253447,8 +263477,8 @@ https://www.hashicorp.com/blog/hashicorp-consul-ingress-gateways-and-l7-traffic- v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253466,8 +263496,8 @@ https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide: - other-awesome-lists.md - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/hashicorp-teams-with-aws-on-new-control-tower-account-factory-for-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253484,8 +263514,8 @@ https://www.hashicorp.com/blog/hashicorp-teams-with-aws-on-new-control-tower-acc - aws-security.md - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/hashicorp-vault-use-cases-and-best-practices-on-azure: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253499,8 +263529,8 @@ https://www.hashicorp.com/blog/hashicorp-vault-use-cases-and-best-practices-on-a v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/how-to-integrate-your-application-with-vault-static-secrets: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253514,8 +263544,8 @@ https://www.hashicorp.com/blog/how-to-integrate-your-application-with-vault-stat v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/import-infrastructure-into-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253529,8 +263559,8 @@ https://www.hashicorp.com/blog/import-infrastructure-into-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/integrating-azure-ad-identity-hashicorp-vault-part-1-application-auth-oidc: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253545,8 +263575,8 @@ https://www.hashicorp.com/blog/integrating-azure-ad-identity-hashicorp-vault-par v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/kubernetes-vault-integration-via-sidecar-agent-injector-vs-csi-provider: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253561,8 +263591,8 @@ https://www.hashicorp.com/blog/kubernetes-vault-integration-via-sidecar-agent-in v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/learn-vault-1-5: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253576,8 +263606,8 @@ https://www.hashicorp.com/blog/learn-vault-1-5: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/manage-active-directory-objects-new-windows-ad-provider-hashicorp-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253592,8 +263622,8 @@ https://www.hashicorp.com/blog/manage-active-directory-objects-new-windows-ad-pr v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/manage-kubernetes-secrets-for-flux-with-hashicorp-vault: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253607,8 +263637,8 @@ https://www.hashicorp.com/blog/manage-kubernetes-secrets-for-flux-with-hashicorp v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/managing-ssh-access-at-scale-with-hashicorp-vault: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253622,8 +263652,8 @@ https://www.hashicorp.com/blog/managing-ssh-access-at-scale-with-hashicorp-vault v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/monitoring-as-code-with-terraform-cloud-and-checkly: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253637,8 +263667,8 @@ https://www.hashicorp.com/blog/monitoring-as-code-with-terraform-cloud-and-check v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/multi-region-replication-now-available-with-hcp-vault: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253652,8 +263682,8 @@ https://www.hashicorp.com/blog/multi-region-replication-now-available-with-hcp-v v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/new-apply-user-interface-for-terraform-cloud: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253667,8 +263697,8 @@ https://www.hashicorp.com/blog/new-apply-user-interface-for-terraform-cloud: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/new-terraform-tutorials-on-hashicorp-learn: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253682,8 +263712,8 @@ https://www.hashicorp.com/blog/new-terraform-tutorials-on-hashicorp-learn: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/new-terraform-tutorials-on-provisioning-and-managing-kubernetes-clusters: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253698,8 +263728,8 @@ https://www.hashicorp.com/blog/new-terraform-tutorials-on-provisioning-and-manag v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/onboarding-applications-to-vault-using-terraform-a-practical-guide: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253714,8 +263744,8 @@ https://www.hashicorp.com/blog/onboarding-applications-to-vault-using-terraform- v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/refresh-secrets-for-kubernetes-applications-with-vault-agent: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253729,8 +263759,8 @@ https://www.hashicorp.com/blog/refresh-secrets-for-kubernetes-applications-with- v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/retrieve-hashicorp-vault-secrets-with-kubernetes-csi: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253744,8 +263774,42 @@ https://www.hashicorp.com/blog/retrieve-hashicorp-vault-secrets-with-kubernetes- v2_locations: - devsecops.md year: N/A - addition_method: manual +https://www.hashicorp.com/blog/scim-in-vault-standardizes-provisioning-in-platforms: + addition_method: automatic + ai_summary: 'Curator Insight: An essential upgrade for enterprise security platforms + that brings standardized, interoperable System for Cross-domain Identity Management + (SCIM) workflows directly into secrets management infrastructure. Live Grounding + (MCP): Integration guides confirm that Vault''s new SCIM server natively integrates + with Okta, SailPoint, and other major IdPs, allowing teams to fully automate the + provisioning and deprovisioning of Vault entities to avoid access drift.' + category: securityascode + complexity: Advanced + content_hash: N/A + description: How beta SCIM support in Vault Enterprise 2.0 and HCP Vault Dedicated + automates user and group lifecycle provisioning. + hierarchy: + - Security and Compliance + - Secrets Management + - Identity Access Governance + is_microservice: false + language: English + last_checked: 1780352705.314578 + reputation_status: Vetted + reputation_summary: Highly appreciated by security engineers as a major integration + improvement that standardizes identity lifecycle workflows in HashiCorp Vault. + resource_type: article + social_preview_url: '' + source_provenance: X.com (HashiCorp) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + - GUIDE + title: SCIM in HashiCorp Vault standardizes provisioning in platforms + year: '2026' https://www.hashicorp.com/blog/share-modules-across-organizations-terraform-enterprise: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253759,8 +263823,8 @@ https://www.hashicorp.com/blog/share-modules-across-organizations-terraform-ente v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/supporting-the-hashicorp-terraform-extension-for-visual-studio-code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253775,8 +263839,8 @@ https://www.hashicorp.com/blog/supporting-the-hashicorp-terraform-extension-for- v2_locations: - visual-studio.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-1-8-adds-provider-functions-for-aws-google-cloud-and-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253791,8 +263855,8 @@ https://www.hashicorp.com/blog/terraform-1-8-adds-provider-functions-for-aws-goo v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-adds-support-for-gke-autopilot: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253806,8 +263870,8 @@ https://www.hashicorp.com/blog/terraform-adds-support-for-gke-autopilot: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-aws-cloud-control-api-provider-now-generally-available: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253821,8 +263885,8 @@ https://www.hashicorp.com/blog/terraform-aws-cloud-control-api-provider-now-gene v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-aws-provider-continues-to-expand-coverage: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253836,8 +263900,8 @@ https://www.hashicorp.com/blog/terraform-aws-provider-continues-to-expand-covera v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-azuread-provider-now-supports-microsoft-graph: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253851,8 +263915,8 @@ https://www.hashicorp.com/blog/terraform-azuread-provider-now-supports-microsoft v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-azurerm-3-0-brings-enhanced-azure-function-support: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253866,8 +263930,8 @@ https://www.hashicorp.com/blog/terraform-azurerm-3-0-brings-enhanced-azure-funct v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-cloud-adds-aggregated-vcs-reviews: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253881,8 +263945,8 @@ https://www.hashicorp.com/blog/terraform-cloud-adds-aggregated-vcs-reviews: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-cloud-adds-drift-detection-for-infrastructure-management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253896,8 +263960,8 @@ https://www.hashicorp.com/blog/terraform-cloud-adds-drift-detection-for-infrastr v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-cloud-no-code-provisioning-is-now-ga-with-new-features: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253911,8 +263975,8 @@ https://www.hashicorp.com/blog/terraform-cloud-no-code-provisioning-is-now-ga-wi v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-cloud-operator-2-3-adds-workspace-run-operations: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253926,8 +263990,8 @@ https://www.hashicorp.com/blog/terraform-cloud-operator-2-3-adds-workspace-run-o v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-cloud-variable-sets-beta-now-available: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253941,8 +264005,8 @@ https://www.hashicorp.com/blog/terraform-cloud-variable-sets-beta-now-available: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-extension-for-vs-code-speeds-up-loading-of-large-workspaces: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253957,8 +264021,8 @@ https://www.hashicorp.com/blog/terraform-extension-for-vs-code-speeds-up-loading v2_locations: - visual-studio.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-mono-repo-vs-multi-repo-the-great-debate: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253972,8 +264036,8 @@ https://www.hashicorp.com/blog/terraform-mono-repo-vs-multi-repo-the-great-debat v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-sensitive-input-variables: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -253987,8 +264051,8 @@ https://www.hashicorp.com/blog/terraform-sensitive-input-variables: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/terraform-stacks-explained: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254002,8 +264066,8 @@ https://www.hashicorp.com/blog/terraform-stacks-explained: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/testing-hashicorp-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254017,8 +264081,8 @@ https://www.hashicorp.com/blog/testing-hashicorp-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/the-state-of-vault-and-kubernetes-and-future-plans: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254032,8 +264096,8 @@ https://www.hashicorp.com/blog/the-state-of-vault-and-kubernetes-and-future-plan v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/tutorial-terraform-outputs: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254047,8 +264111,8 @@ https://www.hashicorp.com/blog/tutorial-terraform-outputs: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/using-template-files-with-hashicorp-packer: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254062,8 +264126,8 @@ https://www.hashicorp.com/blog/using-template-files-with-hashicorp-packer: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/using-waypoint-runners-to-enable-gitops-workflows: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254077,8 +264141,8 @@ https://www.hashicorp.com/blog/using-waypoint-runners-to-enable-gitops-workflows v2_locations: - gitops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/vault-1-11: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254093,8 +264157,8 @@ https://www.hashicorp.com/blog/vault-1-11: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/vault-1-8: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254108,8 +264172,8 @@ https://www.hashicorp.com/blog/vault-1-8: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/vault-github-action: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254124,8 +264188,8 @@ https://www.hashicorp.com/blog/vault-github-action: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/vault-on-the-hashicorp-cloud-platform-ga: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254139,8 +264203,8 @@ https://www.hashicorp.com/blog/vault-on-the-hashicorp-cloud-platform-ga: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/wait-conditions-in-the-kubernetes-provider-for-hashicorp-terraform: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254155,8 +264219,8 @@ https://www.hashicorp.com/blog/wait-conditions-in-the-kubernetes-provider-for-ha v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/why-use-the-vault-agent-for-secrets-management: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254170,8 +264234,8 @@ https://www.hashicorp.com/blog/why-use-the-vault-agent-for-secrets-management: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.hashicorp.com/blog/writing-terraform-for-unsupported-resources: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254185,8 +264249,45 @@ https://www.hashicorp.com/blog/writing-terraform-for-unsupported-resources: v2_locations: - terraform.md year: N/A - addition_method: manual +https://www.hashicorp.com/en/blog/new-in-terraform-115-dynamic-sources-variable-deprecation-and-more: + addition_method: automatic + ai_summary: Terraform 1.15 introduces native dynamic module sources and versions, + allowing practitioners to leverage variables to configure upstream dependencies + at initialization by declaring variables with a new `const` attribute. The release + also implements a robust deprecation framework with a dedicated `deprecated` attribute + for variables and outputs, enabling module authors to issue descriptive warnings + during planning. Additional platform updates include official Windows ARM64 builds, + inline type conversion support, and streamlined S3 AWS login configurations. + category: terraform + complexity: advanced + content_hash: N/A + description: A deep dive into Terraform 1.15 features, including dynamic module + sources using variables, variable and output deprecation attributes, Windows ARM64 + builds, and improved CLI warning details. + hierarchy: + - Infrastructure as Code + - Terraform + - Module Configuration + - Lifecycle Management + is_microservice: false + language: en + last_checked: 1780352454.119802 + reputation_status: Vetted + reputation_summary: HashiCorp Terraform is the industry-standard tool for Infrastructure + as Code. The 1.15 release is widely adopted and highly stable. + resource_type: article + social_preview_url: '' + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: 'New in Terraform 1.15: Dynamic sources, variable deprecation, and more' + year: '2026' https://www.hashicorp.com/en/blog/terraform-provider-for-google-cloud-7-0-is-now-ga: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254204,8 +264305,48 @@ https://www.hashicorp.com/en/blog/terraform-provider-for-google-cloud-7-0-is-now - iac.md - terraform.md year: N/A - addition_method: manual +https://www.hashicorp.com/en/conferences/hashiconf/call-for-sessions: + last_checked: 1780399982.211754 + score: 55 + status: FILTERED +https://www.hashicorp.com/en/partners/cloud/google-cloud: + addition_method: automatic + ai_summary: 'Curator Insight: Modern multi-cloud automation demands tight, platform-native + IaC configurations to maintain high reliability and compliance. + + + Live Grounding: The partnership updates detail integrations for Terraform on GCP, + including dynamic provider credentials, continuous cloud validation workflows, + and native Terraform automated configurations hosted directly inside Google Kubernetes + Engine (GKE).' + category: uncategorized + complexity: Intermediate + content_hash: N/A + description: An overview of how Google Cloud and HashiCorp partner to deliver seamless + infrastructure deployment, security, and management capabilities. + hierarchy: + - Cloud + - Google Cloud Platform + - Infrastructure as Code + - HashiCorp Terraform + is_microservice: false + language: en + last_checked: 1780352158.263387 + reputation_status: Vetted + reputation_summary: Highly active and officially maintained multi-cloud enterprise + integration gateway. + resource_type: documentation + social_preview_url: '' + source_provenance: X.com (HashiCorp) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: HashiCorp and Google Cloud Strategic Integration Portal + year: '2026' https://www.hashicorp.com/infrastructure-cloud: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254219,8 +264360,8 @@ https://www.hashicorp.com/infrastructure-cloud: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/resources/8-best-practices-for-writing-secure-go-code: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254234,8 +264375,8 @@ https://www.hashicorp.com/resources/8-best-practices-for-writing-secure-go-code: v2_locations: - golang.md year: N/A - addition_method: manual https://www.hashicorp.com/resources/best-practices-for-terraform-aws-tags: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254249,8 +264390,8 @@ https://www.hashicorp.com/resources/best-practices-for-terraform-aws-tags: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.hashicorp.com/resources/building-a-migration-factory-with-terraform-enterprise-at-axa-group: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254264,8 +264405,8 @@ https://www.hashicorp.com/resources/building-a-migration-factory-with-terraform- v2_locations: - customer.md year: N/A - addition_method: manual https://www.hashicorp.com/resources/deploying-managing-minimal-app-kubernetes-cluster-terraform-ansible: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -254280,8 +264421,8 @@ https://www.hashicorp.com/resources/deploying-managing-minimal-app-kubernetes-cl v2_locations: - 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docs/java_frameworks.md year: N/A - addition_method: manual https://www.ibm.com/cloud/blog/multizone-kubernetes-and-vpc-load-balancer-setup: + addition_method: manual content_hash: 149f6a4634a1bba43a5c943d6056d7cf5da8f818c9227ce049ff05ed4bdf1afd description: '' health_score: 100.0 @@ -255216,8 +265357,8 @@ https://www.ibm.com/cloud/blog/multizone-kubernetes-and-vpc-load-balancer-setup: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://www.ibm.com/cloud/blog/openshift-vs-kubernetes: + addition_method: manual content_hash: eab2a82a1c023ddb1b2aa538a7b0495078a6512e2c23113cc00e6801160d3665 description: '' health_score: 100.0 @@ -255228,8 +265369,8 @@ https://www.ibm.com/cloud/blog/openshift-vs-kubernetes: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.ibm.com/cloud/blog/using-fio-to-tell-whether-your-storage-is-fast-enough-for-etcd: + addition_method: manual content_hash: 149f6a4634a1bba43a5c943d6056d7cf5da8f818c9227ce049ff05ed4bdf1afd description: '' health_score: 100.0 @@ -255240,8 +265381,8 @@ https://www.ibm.com/cloud/blog/using-fio-to-tell-whether-your-storage-is-fast-en v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://www.ibm.com/cloud/cloud-pak-for-management: + addition_method: manual content_hash: cd17447e9a8faeda78b670883b29fbe3a5eb13492c3268e65627659469fd7722 description: '' health_score: 100.0 @@ -255252,8 +265393,8 @@ https://www.ibm.com/cloud/cloud-pak-for-management: v1_locations: - docs/ibm_cloud.md year: N/A - addition_method: manual https://www.ibm.com/cloud/kubernetes-service: + addition_method: manual content_hash: c29f8b85fd79bc1ef1c630105422f53bbd575cca53aacb7a28d5dc50e08e62bc description: '' health_score: 100.0 @@ -255264,8 +265405,8 @@ https://www.ibm.com/cloud/kubernetes-service: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.ibm.com/cloud/learn/cis-benchmarks: + addition_method: manual content_hash: b1c2d28c0adc91c38118d4883459faedbf06d9b53fc18c04814a45024d98e472 description: '' health_score: 100.0 @@ -255276,8 +265417,8 @@ https://www.ibm.com/cloud/learn/cis-benchmarks: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://www.ibm.com/cloud/learn/ipaas: + addition_method: manual content_hash: b1c2d28c0adc91c38118d4883459faedbf06d9b53fc18c04814a45024d98e472 description: '' health_score: 100.0 @@ -255288,8 +265429,8 @@ https://www.ibm.com/cloud/learn/ipaas: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.ibm.com/cloud/openshift: + addition_method: manual content_hash: ecbc41d8ceff343cd5712447aaab18e26a7f6467f7c369f11d831bf3f5cc6693 description: '' health_score: 100.0 @@ -255301,8 +265442,8 @@ https://www.ibm.com/cloud/openshift: - docs/ibm_cloud.md - docs/openshift.md year: N/A - addition_method: manual https://www.ibm.com/docs/en: + addition_method: manual content_hash: e923ae312ca1d2064da1e1db1e963e9810c135f96b5af91226401839d6127a9b health_score: 100.0 last_checked: 1779130495.016661 @@ -255312,8 +265453,8 @@ https://www.ibm.com/docs/en: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://www.ibm.com/docs/en/api-connect: + addition_method: manual content_hash: 1122b15342b5761c10d05f15196a549ed89093f4a9d2e4b9d1c2f8d73f0c2d75 health_score: 100.0 last_checked: 1779130495.026566 @@ -255325,8 +265466,8 @@ https://www.ibm.com/docs/en/api-connect: v2_locations: - developerportals.md - ibm_cloud.md - addition_method: manual https://www.ibm.com/docs/en/cloud-paks/cp-management: + addition_method: manual content_hash: 77c9e99f28cc9da1ebc3c4247a99172f55168a8cea7e0babdf6e442eab6c7518 health_score: 100.0 last_checked: 1779130494.981261 @@ -255336,8 +265477,8 @@ https://www.ibm.com/docs/en/cloud-paks/cp-management: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://www.ibm.com/garage/method/practices/run/gitops: + addition_method: manual content_hash: 87e6ea730258eb733f475b9fd67053b6c9f1b769e285039fc592fe4942fcd76d description: '' health_score: 100.0 @@ -255353,8 +265494,8 @@ https://www.ibm.com/garage/method/practices/run/gitops: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://www.ibm.com/it-infrastructure/storage/spectrum: + addition_method: manual content_hash: 6f16382d6af070ac9fc097a3755bdd66e5a87b043dc88bd1c42ab52316e2a55d description: '' health_score: 100.0 @@ -255366,8 +265507,8 @@ https://www.ibm.com/it-infrastructure/storage/spectrum: - docs/ibm_cloud.md - docs/kubernetes-storage.md year: N/A - addition_method: manual https://www.ibm.com/products/cloud-pak-for-aiops: + addition_method: manual content_hash: 2aa0ac36cd1e8c3110ab761c4c8320373558ce6aa6631ce1a512d9eaf5785c25 health_score: 100.0 last_checked: 1779130494.995681 @@ -255379,16 +265520,16 @@ https://www.ibm.com/products/cloud-pak-for-aiops: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://www.ibm.com/products/datastax: + addition_method: manual content_hash: e8fe222415a0ead7f0687bbb469b5b22e9b53d76e6441cf2f8b01fa00937b4f8 health_score: 100.0 last_checked: 1779130495.023421 needs_ai_refresh: true v1_locations: - docs/nosql.md - addition_method: manual https://www.ibm.com/products/kubernetes-service: + addition_method: manual ai_summary: Official enterprise landing portal for IBM Cloud Kubernetes Service (IKS). Highlights its native integration with OpenShift, hardware isolation options, and compliance frameworks for secure corporate deployments. @@ -255409,8 +265550,8 @@ https://www.ibm.com/products/kubernetes-service: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2025' - addition_method: manual https://www.ibm.com/products/openshift: + addition_method: manual content_hash: dffa67580a585c4493d1264277f9da5f2892f3d7a964aa1977521371bdfac197 health_score: 100.0 last_checked: 1779130495.015247 @@ -255422,16 +265563,16 @@ https://www.ibm.com/products/openshift: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.ibm.com/solutions: + addition_method: manual last_checked: 1779388599.186843 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ibm_cloud.md - addition_method: manual https://www.ibm.com/solutions/cloud: + addition_method: manual content_hash: e64eebd0994f29742ee160da518555a7dd1f1fb4aeebf1cc7948e51b5c692942 health_score: 100.0 last_checked: 1779130494.984981 @@ -255443,8 +265584,8 @@ https://www.ibm.com/solutions/cloud: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://www.ibm.com/solutions/cloud/openshift: + addition_method: manual content_hash: 53b761fae87d3ba2e0b38f2d587b8bafbfcac44bd4fbd09ca87a172fa19dafe1 health_score: 64.0 last_checked: 1779130494.979292 @@ -255454,8 +265595,8 @@ https://www.ibm.com/solutions/cloud/openshift: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://www.ibm.com/solutions/storage: + addition_method: manual health_score: 100.0 last_checked: 1779130494.923145 status: online @@ -255466,8 +265607,8 @@ https://www.ibm.com/solutions/storage: - docs/kubernetes-storage.md v2_locations: - ibm_cloud.md - addition_method: manual https://www.ibm.com/support/knowledgecenter: + addition_method: manual content_hash: f16bb806f2e06f47cd4db89ca013916a2550979ec77d065a6711cc9af657c2fd description: '' health_score: 100.0 @@ -255478,8 +265619,8 @@ https://www.ibm.com/support/knowledgecenter: v1_locations: - docs/ibm_cloud.md year: N/A - addition_method: manual https://www.ibm.com/support/knowledgecenter/SSFC4F: + addition_method: manual content_hash: f16bb806f2e06f47cd4db89ca013916a2550979ec77d065a6711cc9af657c2fd description: '' health_score: 100.0 @@ -255489,15 +265630,15 @@ https://www.ibm.com/support/knowledgecenter/SSFC4F: v1_locations: - docs/ibm_cloud.md year: N/A - addition_method: manual https://www.ibm.com/support/pages/ibm-thread-and-monitor-dump-analyzer-java-tmda: + addition_method: manual content_hash: 14416d2a04c3797115800dc343d2fe13c1e20f63a4e6f020f59d75e11060f1d1 health_score: 100.0 last_checked: 1779031809.925452 v1_locations: - docs/monitoring.md - addition_method: manual https://www.ibm.com/think: + addition_method: manual content_hash: ebdab6978b450c8cc10e0cae70b87a50ad88af81917c3edd8031fa79ff475884 health_score: 100.0 last_checked: 1779130494.977521 @@ -255515,8 +265656,8 @@ https://www.ibm.com/think: - kubernetes-networking.md - kubernetes-storage.md - monitoring.md - addition_method: manual https://www.ibm.com/think/insights/8-kubernetes-tips-and-tricks: + addition_method: manual health_score: 100.0 last_checked: 1779130494.993633 status: online @@ -255526,8 +265667,8 @@ https://www.ibm.com/think/insights/8-kubernetes-tips-and-tricks: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md - addition_method: manual https://www.ibm.com/think/insights/migrate-java-microservices-from-spring-to-microprofile-p2: + addition_method: manual health_score: 100.0 last_checked: 1779130494.978195 status: online @@ -255537,8 +265678,8 @@ https://www.ibm.com/think/insights/migrate-java-microservices-from-spring-to-mic - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://www.ibm.com/think/topics/cis-benchmarks: + addition_method: manual ai_summary: An industry guide explaining CIS Benchmarks, detailing how consensus-driven technical configurations protect applications and systems from cyber threats. complexity: Beginner @@ -255558,8 +265699,8 @@ https://www.ibm.com/think/topics/cis-benchmarks: v2_locations: - kubernetes-security.md year: '2024' - addition_method: manual https://www.ibm.com/think/topics/cloud-native: + addition_method: manual ai_summary: Explains core principles of cloud-native architecture, including containerization, microservices, and reactive behaviors. It outlines the foundational tenets necessary to design robust applications optimized for public and private clouds. It serves @@ -255582,8 +265723,8 @@ https://www.ibm.com/think/topics/cloud-native: v2_locations: - message-queue.md year: '2024' - addition_method: manual https://www.ibm.com/think/topics/ipaas: + addition_method: manual ai_summary: A strategic and architectural overview of Integration Platform as a Service (iPaaS). It reviews how cloud-native middleware bridges legacy on-premise systems and modern SaaS ecosystems. Highly useful for enterprise digital integration @@ -255606,8 +265747,8 @@ https://www.ibm.com/think/topics/ipaas: v2_locations: - message-queue.md year: '2024' - addition_method: manual https://www.ibm.com/think/topics/openshift-vs-kubernetes: + addition_method: manual content_hash: e94155cf280184f7d4596a2b3c66169ed1c51145e59c1338c01e2f24cda6730f health_score: 100.0 last_checked: 1779130494.921429 @@ -255619,8 +265760,8 @@ https://www.ibm.com/think/topics/openshift-vs-kubernetes: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.ics.uci.edu/~pattis/ICS-33/lectures/complexitypython.txt: + addition_method: manual content_hash: f1607a01c83cc77ca189fa2e68910fd3225a5d0d2fc59b9cfa05ad1b72fd7924 description: '' health_score: 100.0 @@ -255634,8 +265775,8 @@ https://www.ics.uci.edu/~pattis/ICS-33/lectures/complexitypython.txt: v2_locations: - python.md year: N/A - addition_method: manual https://www.igoroseledko.com/awk-sed-snippets-for-sysadmins: + addition_method: manual ai_summary: A practical compilation of pre-built AWK and sed commands configured for daily system engineering operations. Targets log scrubbing, filtering, and automated system state extractions. @@ -255663,8 +265804,8 @@ https://www.igoroseledko.com/awk-sed-snippets-for-sysadmins: v2_locations: - linux.md year: N/A - addition_method: manual https://www.igoroseledko.com/aws-cli-cheat-sheet: + addition_method: manual content_hash: b9f2a467d48a5ca6f9240faedb624d7795a2e7096479c5e45f5000a649cbe82f description: '' health_score: 100.0 @@ -255680,8 +265821,8 @@ https://www.igoroseledko.com/aws-cli-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.igoroseledko.com/bash-and-expect-snippets: + addition_method: manual content_hash: 6a747c29245d73b7f53ccacd0f1b8a2c827b78669eca381215a1b0751780bb6e description: '' health_score: 100.0 @@ -255698,8 +265839,8 @@ https://www.igoroseledko.com/bash-and-expect-snippets: - architectural-foundations.md - other-awesome-lists.md year: N/A - addition_method: manual https://www.igoroseledko.com/checking-multiple-variables-in-bash: + addition_method: manual ai_summary: A concise guide highlighting techniques to evaluate multiple variables simultaneously in Bash. It contrasts standard nested conditionals with clean, single-expression evaluations using logical operators. @@ -255727,8 +265868,8 @@ https://www.igoroseledko.com/checking-multiple-variables-in-bash: v2_locations: - linux.md year: N/A - addition_method: manual https://www.igoroseledko.com/parallel-rsync: + addition_method: manual ai_summary: An advanced architectural recipe for executing parallelized rsync tasks over multi-core network pipelines. It outlines how to bypass single-thread network bottlenecks when synchronizing millions of files. @@ -255756,14 +265897,14 @@ https://www.igoroseledko.com/parallel-rsync: v2_locations: - linux.md year: N/A - addition_method: manual https://www.ijug.eu/java-aktuell/das-magazin.html: + addition_method: manual health_score: 80.0 last_checked: 1779032960.705458 v1_locations: - docs/demos.md - addition_method: manual https://www.imaginarycloud.com/blog/docker-vs-kubernetes: + addition_method: manual content_hash: e449a735c82739cfff28facf15ea84988bde0ff74b9fc45b95b9646ba0b9d85d description: '' health_score: 100.0 @@ -255779,8 +265920,8 @@ https://www.imaginarycloud.com/blog/docker-vs-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.imaginarycloud.com/blog/grpc-vs-rest: + addition_method: manual content_hash: 60fb340035684f58f24c9fba03622267f82c73924a522dca392eba9958c41dc2 description: '' health_score: 100.0 @@ -255796,8 +265937,8 @@ https://www.imaginarycloud.com/blog/grpc-vs-rest: v2_locations: - api.md year: N/A - addition_method: manual https://www.imaginarycloud.com/blog/nomad-vs-kubernetes: + addition_method: manual ai_summary: A comparative analysis between Nomad and Kubernetes across performance, ease of use, security, and community support in modern distributed microservice systems. @@ -255825,8 +265966,8 @@ https://www.imaginarycloud.com/blog/nomad-vs-kubernetes: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://www.imaginarycloud.com/blog/openshift-vs-kubernetes-differences: + addition_method: manual content_hash: b10c543bdbb85ba3f5cfa35ba20b7b5249bdd7e2eb5f1ad488037397a1bcae46 description: '' health_score: 100.0 @@ -255842,8 +265983,8 @@ https://www.imaginarycloud.com/blog/openshift-vs-kubernetes-differences: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.imaginarycloud.com/blog/podman-vs-docker: + addition_method: manual content_hash: bae209bc4be6b4c2672cda92ce02bd290748305a536e8dabc82b1e448bafa085 description: '' health_score: 100.0 @@ -255859,8 +266000,8 @@ https://www.imaginarycloud.com/blog/podman-vs-docker: v2_locations: - container-managers.md year: N/A - addition_method: manual https://www.immo-pop.com/login: + addition_method: manual ai_summary: 'Note: This link appears redirected to an unrelated domain (immo-pop.com), signaling a precision failure under Mandate 32. It is flagged for review, while users are redirected to the official open-source Kubeshark repository.' @@ -255881,8 +266022,8 @@ https://www.immo-pop.com/login: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.imperva.com/learn/performance/cdn-caching: + addition_method: manual content_hash: f1a023aa4f8692a1e2d2738d80f6953642b5836732aa1fde88a4c0d7e40252a0 description: '' health_score: 100.0 @@ -255898,9 +266039,9 @@ https://www.imperva.com/learn/performance/cdn-caching: v2_locations: - caching.md year: N/A - addition_method: manual ? https://www.inc.com/jeff-haden/27-years-ago-steve-jobs-said-best-employees-focus-on-content-not-process-workplace-research-shows-he-was-right.html -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030238.364381 @@ -255914,8 +266055,8 @@ https://www.imperva.com/learn/performance/cdn-caching: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.influxdata.com: + addition_method: manual content_hash: df2162c36b3adf7eab59af68cb2c0dc5af40caa73a646fd0d5308ab0cff101c4 description: '' health_score: 100.0 @@ -255932,8 +266073,8 @@ https://www.influxdata.com: - jenkins.md - prometheus.md year: N/A - addition_method: manual https://www.influxdata.com/blog/building-a-metrics-alerts-as-a-service-maas-monitoring-solution-using-the-influxdb-stack: + addition_method: manual content_hash: f7e34f1700ce521f0ca66b94940aea54c02ec631d50c17d843dbcfaa0e978a1e description: '' health_score: 100.0 @@ -255950,8 +266091,8 @@ https://www.influxdata.com/blog/building-a-metrics-alerts-as-a-service-maas-moni v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.influxdata.com/blog/expand-kubernetes-monitoring-telegraf-operator: + addition_method: manual ai_summary: Details using the Telegraf Operator to automatically inject sidecar containers for comprehensive metric harvesting. Grounding shows how it simplifies complex time-series data streams directly into InfluxDB. @@ -255978,8 +266119,8 @@ https://www.influxdata.com/blog/expand-kubernetes-monitoring-telegraf-operator: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.influxdata.com/blog/running-influxdb-2-0-and-telegraf-using-docker: + addition_method: manual content_hash: bd0d36c010dca0ff38dae083af87ebc7241b3e70a3738c9b11fb97905427a10e description: '' health_score: 100.0 @@ -255995,8 +266136,8 @@ https://www.influxdata.com/blog/running-influxdb-2-0-and-telegraf-using-docker: v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.influxdata.com/blog/three-ways-to-keep-cardinality-under-control-when-using-telegraf: + addition_method: manual content_hash: 46ebe290bc1bbf3ee68c2d2f8e4ae7fee0abf333a025e38f2f69c8817ab10953 description: '' health_score: 100.0 @@ -256013,8 +266154,8 @@ https://www.influxdata.com/blog/three-ways-to-keep-cardinality-under-control-whe v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.influxdata.com/blog/tldr-influxdb-tech-tips-api-invokable-scripts-influxdb-cloud: + addition_method: manual content_hash: 8ac84352dc532555115576e77acee4abad16c11d8a2969fbe97f073a43938023 description: '' health_score: 100.0 @@ -256030,8 +266171,8 @@ https://www.influxdata.com/blog/tldr-influxdb-tech-tips-api-invokable-scripts-in v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.influxdata.com/influxdb-templates/jenkins-monitoring: + addition_method: manual content_hash: df2162c36b3adf7eab59af68cb2c0dc5af40caa73a646fd0d5308ab0cff101c4 description: '' health_score: 100.0 @@ -256042,16 +266183,16 @@ https://www.influxdata.com/influxdb-templates/jenkins-monitoring: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.influxdata.com/integration/kafka-telegraf-integration: + addition_method: manual content_hash: 86a9df4ff1b4d36b422e85bec2c852b64ecc7652a2ffbe2b22209b3e166fdae1 health_score: 100.0 last_checked: 1779033623.256819 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://www.influxdata.com/products/influxdb-templates: + addition_method: manual content_hash: df2162c36b3adf7eab59af68cb2c0dc5af40caa73a646fd0d5308ab0cff101c4 description: '' health_score: 100.0 @@ -256062,8 +266203,8 @@ https://www.influxdata.com/products/influxdb-templates: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://www.influxdata.com/time-series-platform/telegraf: + addition_method: manual content_hash: ebe631f7ac06cdcea03ad400c3a2ad016f342ac84592d52e22ad5b14b44d4f53 description: '' health_score: 100.0 @@ -256081,8 +266222,47 @@ https://www.influxdata.com/time-series-platform/telegraf: - prometheus.md - grafana.md year: N/A - addition_method: manual +? https://www.infobae.com/tecno/2026/05/21/investigadores-de-microsoft-ponen-limites-la-ia-aun-no-puede-reemplazar-la-programacion-mas-alla-de-python +: addition_method: automatic + ai_summary: This article highlights key findings from Microsoft researchers Philippe + Laban, Tobias Schnabel, and Jennifer Neville utilizing their 'DELEGATE-52' benchmark. + The study highlights that frontier LLMs (such as GPT-5-era models and Claude 4) + remain unreliable delegates for complex, multi-step document and coding workflows, + experiencing average content degradation rates between 25% and 50% across 20 interactions. + While Python automation meets current readiness thresholds, programming in other + domains still requires deep human oversight. [SPANISH CONTENT] + category: ai-agents-mcp + complexity: Advanced + content_hash: 4863fb7b339811bd27dd8d10dfe607430945093749cd5625701003fc8f42d0c9 + description: 'Investigación realizada por expertos de Microsoft que establece un + límite concreto a la automatización total: la inteligencia artificial todavía + presenta altos índices de error en flujos extensos de edición de documentos y + programación fuera de Python.' + hierarchy: + - Artificial Intelligence + - Autonomous Agents + - Workflow Reliability + - AI Benchmarking + is_microservice: false + language: es + last_checked: 1780352571.556292 + reputation_status: Vetted + reputation_summary: Highly reliable reporting covering Microsoft Research's validated + academic paper on the DELEGATE-52 benchmark. + resource_type: Article + social_preview_url: '' + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: ai-reliability + tags: + - '[CASE STUDY]' + - '[GUIDE]' + title: 'Investigadores de Microsoft ponen limites: la IA aun no puede reemplazar + la programacion mas alla de Python - Infobae' + year: '2026' https://www.infoq.com/articles/DevOps-value-stream: + addition_method: manual content_hash: e9e417d2a31e5d2323827bd9314272f0c8c35b9ab59c2bd7344be750f88d0cb2 description: '' health_score: 100.0 @@ -256098,8 +266278,8 @@ https://www.infoq.com/articles/DevOps-value-stream: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.infoq.com/articles/Java-PERMGEN-Removed: + addition_method: manual ai_summary: Deep-dive InfoQ article outlining the removal of the Permanent Generation (PermGen) in favor of Metaspace. Provides precise technical context on tuning flags and garbage collection changes. [SPANISH CONTENT] @@ -256126,8 +266306,8 @@ https://www.infoq.com/articles/Java-PERMGEN-Removed: v2_locations: - java-and-java-performance-optimization.md year: '2013' - addition_method: manual https://www.infoq.com/articles/Standardized-Specification-Driven-API-Lifecycle: + addition_method: manual content_hash: 8e3782f908106942d27dac70cd9df90b17564b38b7c9fb2b30aad85f76e66c13 description: '' health_score: 100.0 @@ -256143,8 +266323,8 @@ https://www.infoq.com/articles/Standardized-Specification-Driven-API-Lifecycle: v2_locations: - api.md year: N/A - addition_method: manual https://www.infoq.com/articles/aiops-reliability-engineering: + addition_method: manual ai_summary: Outlines technical execution patterns for embedding AI telemetry loops within modern SRE frameworks. Focuses on dynamic thresholding, algorithmic anomaly isolation, and proactive capacity planning in dense cluster matrices. @@ -256171,8 +266351,8 @@ https://www.infoq.com/articles/aiops-reliability-engineering: v2_locations: - ai.md year: N/A - addition_method: manual https://www.infoq.com/articles/ballerina-fullstack-rest-api: + addition_method: manual content_hash: d4f55fdeecdf9316c0019b6aa1b635d6232aa7b49078f679287c6e5455641471 description: '' health_score: 100.0 @@ -256189,8 +266369,8 @@ https://www.infoq.com/articles/ballerina-fullstack-rest-api: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://www.infoq.com/articles/better-metrics-team-performance: + addition_method: manual content_hash: b33707a309c308f6de59b4c649f4617cff5e528206cd5423e39d584f70bf8a56 description: '' health_score: 100.0 @@ -256206,8 +266386,8 @@ https://www.infoq.com/articles/better-metrics-team-performance: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.infoq.com/articles/cloud-native-architecture-adoption-part1: + addition_method: manual ai_summary: This architectural guide outlines the progressive phases of transitioning from traditional on-premises patterns to highly decoupled, cloud-native deployments. It establishes a multi-dimensional maturity model assessing organizational readiness, @@ -256238,8 +266418,8 @@ https://www.infoq.com/articles/cloud-native-architecture-adoption-part1: v2_locations: - faq.md year: N/A - addition_method: manual https://www.infoq.com/articles/cloud-native-architecture-adoption-part3: + addition_method: manual content_hash: eee6aeb29d46d615ec8ea9d2bca4bf0893c764b18b1e698d7981ee1717a1f641 description: '' health_score: 100.0 @@ -256256,8 +266436,8 @@ https://www.infoq.com/articles/cloud-native-architecture-adoption-part3: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.infoq.com/articles/cloud-native-observability: + addition_method: manual content_hash: 1deb5cad182a090c7f7c1f8e1c545ae854bcf9255f350ebc724be91d94f62653 description: '' health_score: 100.0 @@ -256273,8 +266453,8 @@ https://www.infoq.com/articles/cloud-native-observability: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.infoq.com/articles/database-audit-system-kafka: + addition_method: manual ai_summary: Examines a robust architectural design for database auditing. Uses Maxwell's Daemon to ingest database binlogs, routing changes through Kafka into MongoDB to form a tamper-resistant historical record. @@ -256302,8 +266482,8 @@ https://www.infoq.com/articles/database-audit-system-kafka: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.infoq.com/articles/devops-not-enough-scaling-tech-driven-organizations: + addition_method: manual content_hash: cb24bf7a31b1b997de327f8177caba17b51511dd3908533095db651efc93c779 description: '' health_score: 100.0 @@ -256320,8 +266500,8 @@ https://www.infoq.com/articles/devops-not-enough-scaling-tech-driven-organizatio v2_locations: - devops.md year: N/A - addition_method: manual https://www.infoq.com/articles/devops-secure-trends: + addition_method: manual ai_summary: 'Analyzes nine architectural trends that influenced enterprise DevOps security pipelines. Contrast: Curator Insight identifies early pipeline indicators, while Live Grounding validates that these trends ultimately consolidated into @@ -256350,8 +266530,8 @@ https://www.infoq.com/articles/devops-secure-trends: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.infoq.com/articles/devops-shifting-left: + addition_method: manual content_hash: 8c093ea0a7e166ede96bf10e741a0acdc5413b88fc43e7b0db48fc79d7fd0d89 description: '' health_score: 100.0 @@ -256368,8 +266548,8 @@ https://www.infoq.com/articles/devops-shifting-left: v2_locations: - devops.md year: N/A - addition_method: manual https://www.infoq.com/articles/distributed-systems-kubernetes: + addition_method: manual content_hash: c38a8347f56e4d8e746a8a9774002545eaee45f8a2f998747e0b5205603457b4 description: '' health_score: 100.0 @@ -256386,8 +266566,8 @@ https://www.infoq.com/articles/distributed-systems-kubernetes: - kubernetes.md - index.md year: N/A - addition_method: manual https://www.infoq.com/articles/event-driven-finding-seams: + addition_method: manual ai_summary: An InfoQ guide detailing how to use Domain-Driven Design (DDD) to isolate domain boundaries and discover 'seams' within large-scale monoliths. Grounding confirms its position as a primary methodology for refactoring to decoupled, event-driven @@ -256415,8 +266595,8 @@ https://www.infoq.com/articles/event-driven-finding-seams: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.infoq.com/articles/every-devops-team-needs-finops-lead: + addition_method: manual content_hash: 4a340bdd3058bce75c197fe2966b31ac75299042dfcdc643c97fe3f38ba815f0 description: '' health_score: 100.0 @@ -256432,8 +266612,8 @@ https://www.infoq.com/articles/every-devops-team-needs-finops-lead: v2_locations: - finops.md year: N/A - addition_method: manual https://www.infoq.com/articles/java-virtual-threads: + addition_method: manual content_hash: 0245a1b0e476975f5a1b9ae53c544ae75707ca92abb786d4e1959af0389d03ef description: '' health_score: 100.0 @@ -256449,8 +266629,8 @@ https://www.infoq.com/articles/java-virtual-threads: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.infoq.com/articles/kubernetes-databases-apache-sharding-sphere: + addition_method: manual content_hash: 530c1876adf3dcd8cd8b1d0f295c54311acfbf4d6fb252633e97d816ac370f88 description: '' health_score: 100.0 @@ -256467,8 +266647,8 @@ https://www.infoq.com/articles/kubernetes-databases-apache-sharding-sphere: v2_locations: - databases.md year: N/A - addition_method: manual https://www.infoq.com/articles/kubernetes-effect: + addition_method: manual content_hash: e7c38ac4726bc3b0a994fe14e35ca6475212e9b53d7dc75f5bfcabb98d2472cd description: '' health_score: 100.0 @@ -256484,8 +266664,8 @@ https://www.infoq.com/articles/kubernetes-effect: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.infoq.com/articles/kubernetes-operators-in-depth: + addition_method: manual content_hash: ea0579b2bc5e06a456067c43dd62b5ac8097b9b2004304adc510e440713262f4 description: '' health_score: 100.0 @@ -256501,8 +266681,8 @@ https://www.infoq.com/articles/kubernetes-operators-in-depth: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.infoq.com/articles/kubernetes-stateful-applications: + addition_method: manual content_hash: 78d73b71be9b48842653e11ea7fe9c016d7f838e6b4eecf909f2155db5a44e1a description: '' health_score: 100.0 @@ -256518,8 +266698,8 @@ https://www.infoq.com/articles/kubernetes-stateful-applications: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.infoq.com/articles/kubernetes-trends-and-challenges: + addition_method: manual content_hash: 90e667ae5ec5ac36dcdbdb642d6b04d03e9d48685ee51ad366d8d7e40914b980 description: '' health_score: 100.0 @@ -256535,8 +266715,8 @@ https://www.infoq.com/articles/kubernetes-trends-and-challenges: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.infoq.com/articles/kubernetes-workloads-serverless-era: + addition_method: manual content_hash: 5119b9ec0d88e2aa0d17447dd6ec7d201c9bb6feb749c34acd04e2e07da95e96 description: '' health_score: 100.0 @@ -256553,8 +266733,8 @@ https://www.infoq.com/articles/kubernetes-workloads-serverless-era: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.infoq.com/articles/lambda-migration-k8s-jobs: + addition_method: manual content_hash: e5f1eb3fae238b378c50f79c4a7a124caed86610df3b2016897b53b8fbe1ad72 description: '' health_score: 100.0 @@ -256571,8 +266751,8 @@ https://www.infoq.com/articles/lambda-migration-k8s-jobs: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.infoq.com/articles/managing-technical-debt-microservices: + addition_method: manual content_hash: 1e5d9fd0850d7e55d6bd8d9d9cedb6ed95bc1ba989afa7202f86eaea1dfebe4a description: '' health_score: 100.0 @@ -256588,8 +266768,8 @@ https://www.infoq.com/articles/managing-technical-debt-microservices: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.infoq.com/articles/microprofile-microservices: + addition_method: manual content_hash: 1dc93a46ebd772f1977384cae3b2d905ff25090f1ffafd5b57823b8bf61ca641 description: '' health_score: 100.0 @@ -256605,8 +266785,8 @@ https://www.infoq.com/articles/microprofile-microservices: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.infoq.com/articles/microservices-design-ideals: + addition_method: manual content_hash: 06f4c64c3cc7d9d699487e0f1033eedbce7274f74b519deb9cb09f041668b28f description: '' health_score: 100.0 @@ -256623,8 +266803,8 @@ https://www.infoq.com/articles/microservices-design-ideals: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.infoq.com/articles/microservices-inside-out: + addition_method: manual ai_summary: This foundational architectural piece by Martin Kleppmann argues for treating database tables as streams of changes rather than static silos. By turning the database "inside out" using event streams (like Kafka), microservices can @@ -256656,8 +266836,8 @@ https://www.infoq.com/articles/microservices-inside-out: - message-queue.md - introduction.md year: N/A - addition_method: manual https://www.infoq.com/articles/microservices-seven-fail: + addition_method: manual content_hash: 602188249419135eb63bd159b6c2edbf0f6ffd55c658fd5cbb1f313c757818ca description: '' health_score: 100.0 @@ -256673,8 +266853,8 @@ https://www.infoq.com/articles/microservices-seven-fail: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.infoq.com/articles/migrating-monoliths-to-microservices-with-decomposition: + addition_method: manual content_hash: 68031976d5b686c071314e25d378372ba1435478028bdb6d0421f74c0c4a8a71 description: '' health_score: 100.0 @@ -256691,8 +266871,8 @@ https://www.infoq.com/articles/migrating-monoliths-to-microservices-with-decompo v2_locations: - introduction.md year: N/A - addition_method: manual https://www.infoq.com/articles/native-java-quarkus: + addition_method: manual content_hash: 4bed73af21ba4d5f5b75adab86b956c6ca2989ec63d90517b798c27836dd27a6 description: '' health_score: 100.0 @@ -256708,8 +266888,8 @@ https://www.infoq.com/articles/native-java-quarkus: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.infoq.com/articles/pitfalls-patterns-microservice-dependency-management: + addition_method: manual ai_summary: 'Curator Insight: Investigates the common pitfalls when managing complex microservice graphs, focusing on circular dependencies and schema version mismatches. Live Grounding: Proposes practical isolation patterns, contract testing, and loosely-coupled @@ -256737,8 +266917,8 @@ https://www.infoq.com/articles/pitfalls-patterns-microservice-dependency-managem v2_locations: - faq.md year: N/A - addition_method: manual https://www.infoq.com/articles/platform-runtime-engineering: + addition_method: manual content_hash: 7fa3dca3b87c71d9769efe83a5ba4fa15ad5e4ec7b1e7b64b3bfe061d3f4e4fa description: '' health_score: 100.0 @@ -256754,8 +266934,8 @@ https://www.infoq.com/articles/platform-runtime-engineering: v2_locations: - devops.md year: N/A - addition_method: manual https://www.infoq.com/articles/saga-orchestration-outbox: + addition_method: manual content_hash: 9b9b19d35bba04fef107783946908d1b0ced25733a73bf16bf35e9f44d37284d description: '' health_score: 100.0 @@ -256771,8 +266951,8 @@ https://www.infoq.com/articles/saga-orchestration-outbox: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.infoq.com/articles/securing-docker: + addition_method: manual content_hash: 71e88accf4a58dc2e650490e8e39da04bfd9c5ef88ebb3b4dc597e26a7960839 description: '' health_score: 100.0 @@ -256788,8 +266968,8 @@ https://www.infoq.com/articles/securing-docker: v2_locations: - docker.md year: N/A - addition_method: manual https://www.infoq.com/articles/serverless-security: + addition_method: manual ai_summary: 'Investigates application boundaries in FaaS/Serverless paradigms, examining IAM policies and request validation patterns. Contrast: Curator Insight suggests that removing the host removes security risks, while Live Grounding highlights @@ -256818,8 +266998,8 @@ https://www.infoq.com/articles/serverless-security: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.infoq.com/articles/service-mesh-ultimate-guide: + addition_method: manual content_hash: 6420032d02951f511ab0a5a734c8fd12d9a72d2c1a3451cdf871fe53ff401e2d description: '' health_score: 100.0 @@ -256835,8 +267015,8 @@ https://www.infoq.com/articles/service-mesh-ultimate-guide: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.infoq.com/articles/service-mesh-ultimate-guide-2e: + addition_method: manual content_hash: 227de9d45a50261bd46a1e871f1f8228e131377cafc524cece4c8ec70bd65843 description: '' health_score: 100.0 @@ -256848,14 +267028,14 @@ https://www.infoq.com/articles/service-mesh-ultimate-guide-2e: v1_locations: - docs/servicemesh.md year: N/A - addition_method: manual https://www.infoq.com/articles/service-mesh-ultimate-guide/-2e: + addition_method: manual health_score: 64.0 last_checked: 1779130495.025395 v1_locations: - docs/servicemesh.md - addition_method: manual https://www.infoq.com/articles/tips-running-scalable-workloads-kubernetes: + addition_method: manual content_hash: 59e7255e338545fcff5d905f78c8592cb9cab09d08e2ff608ec5d2d698a76be6 description: '' health_score: 100.0 @@ -256871,8 +267051,8 @@ https://www.infoq.com/articles/tips-running-scalable-workloads-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.infoq.com/news/2019/01/upbound-crossplane: + addition_method: manual ai_summary: An analytical article introducing Crossplane's architectural strategy. It outlines the core benefits of moving from static execution runs to active, continuously reconciling API-driven cloud control planes. @@ -256899,8 +267079,8 @@ https://www.infoq.com/news/2019/01/upbound-crossplane: v2_locations: - crossplane.md year: N/A - addition_method: manual https://www.infoq.com/news/2019/04/google-traffic-director: + addition_method: manual content_hash: 0d7b8dfad1f7f124b06d75121799c6b8b2718b14b9ab7ff7034479122e5f98ca description: '' health_score: 100.0 @@ -256917,8 +267097,8 @@ https://www.infoq.com/news/2019/04/google-traffic-director: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.infoq.com/news/2019/05/kafka-zeebe-streams-workflows: + addition_method: manual ai_summary: Discusses integrating Apache Kafka's distributed streaming logs with Zeebe's stateful workflow management. Analyzes patterns to maintain reliable, long-running saga transactions across microservices. @@ -256946,8 +267126,8 @@ https://www.infoq.com/news/2019/05/kafka-zeebe-streams-workflows: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops: + addition_method: manual ai_summary: An InfoQ editorial piece analyzing the operational design of WKSctl. Explores how declarative machine and cluster definitions allowed users to bootstrap and reconcile nodes over SSH using Git as the source of truth. @@ -256976,8 +267156,8 @@ https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops: - kubernetes-on-premise.md - gitops.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/04/terraform-operator-kubernetes: + addition_method: manual content_hash: 68ebae48ee9b90844384d3679269a11d5874ec42b422405e23b036a9382c0218 description: '' health_score: 100.0 @@ -256994,8 +267174,8 @@ https://www.infoq.com/news/2020/04/terraform-operator-kubernetes: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/06/defense-department-devsecops: + addition_method: manual ai_summary: 'An architectural case study exploring the US Department of Defense''s massive transition to DevSecOps utilizing Kubernetes and Istio inside air-gapped systems. Contrast: Curator Insight highlights organizational friction, while Live @@ -257025,8 +267205,8 @@ https://www.infoq.com/news/2020/06/defense-department-devsecops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/07/cdk-terraform: + addition_method: manual content_hash: 5a881953bbcbd8468af59dcc9e6b5ba46f9094874513630b8a32572aec547299 description: '' health_score: 100.0 @@ -257043,8 +267223,8 @@ https://www.infoq.com/news/2020/07/cdk-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/07/docker-ecs-plugin: + addition_method: manual content_hash: 9c9511ca2af0064c24e001fa7b343476847932bd9c3e8f3bebed08ebeb59a496 description: '' health_score: 100.0 @@ -257061,8 +267241,8 @@ https://www.infoq.com/news/2020/07/docker-ecs-plugin: v2_locations: - docker.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/08/GitHub-open-api-spec: + addition_method: manual ai_summary: An InfoQ news analysis covering GitHub's strategic move to open-source its REST API specification using the OpenAPI format. The article highlights how third-party tooling, API testing platforms, and developer tooling can consume @@ -257092,8 +267272,8 @@ https://www.infoq.com/news/2020/08/GitHub-open-api-spec: v2_locations: - git.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/09/aws-ec2-t4g-instances: + addition_method: manual content_hash: ea0348bedd651f9c8e69113e0b6a7ee2f9880d8cf94ba82019384baa512a9231 description: '' health_score: 100.0 @@ -257110,8 +267290,8 @@ https://www.infoq.com/news/2020/09/aws-ec2-t4g-instances: v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/09/kubernetes-ingress-ga: + addition_method: manual content_hash: 7e01c2386b6050fbec573240d3b300403084a93d40b452385321fb895c865c6a description: '' health_score: 100.0 @@ -257127,8 +267307,8 @@ https://www.infoq.com/news/2020/09/kubernetes-ingress-ga: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/10/kubernetes-chaos-mesh-ga: + addition_method: manual content_hash: 3332814e11b641a334e2b2e67efd69588fcef24cd63333cce80ffb60806fad56 description: '' health_score: 100.0 @@ -257145,8 +267325,8 @@ https://www.infoq.com/news/2020/10/kubernetes-chaos-mesh-ga: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/11/2020-devops-report: + addition_method: manual content_hash: 681a77ab49a54131c5ac428a18b59184dbc6ea123d679fb3da5e5ed8eb67fa21 description: '' health_score: 100.0 @@ -257162,8 +267342,8 @@ https://www.infoq.com/news/2020/11/2020-devops-report: v2_locations: - devops.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/12/data-mesh-architecture: + addition_method: manual ai_summary: An executive summary analyzing Zhamak Dehghani's foundational Data Mesh concepts. Contemplates the operational and architectural pivot from centralized monolithic data pools to distributed, domain-centric, and governed team landscapes. @@ -257190,8 +267370,8 @@ https://www.infoq.com/news/2020/12/data-mesh-architecture: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.infoq.com/news/2020/12/k0s-kubernetes-distribution: + addition_method: manual ai_summary: An industry report covering Mirantis' launch of k0s. Details the project's architecture, showing how it solves common challenges like packaging components cleanly, maintaining small binary sizes, and removing reliance on complex OS libraries. @@ -257219,8 +267399,8 @@ https://www.infoq.com/news/2020/12/k0s-kubernetes-distribution: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/01/aws-devops-guru: + addition_method: manual ai_summary: 'Curator Insight: InfoQ coverage detailing the launch of AWS DevOps Guru, an ML-powered monitoring tool. @@ -257249,8 +267429,8 @@ https://www.infoq.com/news/2021/01/aws-devops-guru: v2_locations: - aws-devops.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/01/aws-grafana-prometheus: + addition_method: manual content_hash: b7f4df31d62cf7a4a3655260dccc24a14cb341e3e9a915039390d19f47a5441e description: '' health_score: 100.0 @@ -257267,8 +267447,8 @@ https://www.infoq.com/news/2021/01/aws-grafana-prometheus: v2_locations: - aws-monitoring.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/01/aws-transfer-ftp-efs: + addition_method: manual ai_summary: Reports on the strategic integration between AWS Transfer Family (SFTP/FTPS/FTP) and EFS. Enables developers to expose shared file systems securely directly to remote partners without managing SFTP instance clusters. @@ -257295,8 +267475,8 @@ https://www.infoq.com/news/2021/01/aws-transfer-ftp-efs: v2_locations: - aws-storage.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/01/docker-jfrog-partnership: + addition_method: manual content_hash: e98c922d9b9445df53c347670c1844a67a490b82dfe532dc9528879fef1f4828 description: '' health_score: 100.0 @@ -257313,8 +267493,8 @@ https://www.infoq.com/news/2021/01/docker-jfrog-partnership: v2_locations: - docker.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/03/aws-efs-one-zone-storage-classes: + addition_method: manual content_hash: 3789c75685921fe314c8609d12f432965ff7c765ba59c1c1d390792ad2cd47f4 description: '' health_score: 100.0 @@ -257331,8 +267511,8 @@ https://www.infoq.com/news/2021/03/aws-efs-one-zone-storage-classes: v2_locations: - aws-pricing.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/04/aws-ec2-serial-console: + addition_method: manual content_hash: 5e77527ffdea7b08da9ffe60eba9f74458144e84faae9de1cb45053ac244ea5a description: '' health_score: 100.0 @@ -257349,8 +267529,8 @@ https://www.infoq.com/news/2021/04/aws-ec2-serial-console: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/04/cloudflare-terraform: + addition_method: manual content_hash: 48d750ab83cbac48cda08c081032536eab7476b60f7dcb9c051c9bb843e2bbe5 description: '' health_score: 100.0 @@ -257366,8 +267546,8 @@ https://www.infoq.com/news/2021/04/cloudflare-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/04/ibm-redhat-openbuilt: + addition_method: manual content_hash: c621b3bf6e9167581591e5946bf233647a5adbe59f14b857b5f62f69e42d301f description: '' health_score: 100.0 @@ -257384,8 +267564,8 @@ https://www.infoq.com/news/2021/04/ibm-redhat-openbuilt: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/04/red-hat-openshift-aws: + addition_method: manual content_hash: 1f37c76f6e17e0a8b979910861fd7180f93fdb033b8c022b3e0cd124743e97f0 description: '' health_score: 100.0 @@ -257402,8 +267582,8 @@ https://www.infoq.com/news/2021/04/red-hat-openshift-aws: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/06/step-functions-workflow-studio: + addition_method: manual content_hash: 6430468b87f6110ef0bb8d091f3c63551a169c5c2af566906a3ba02f65635670 description: '' health_score: 100.0 @@ -257419,8 +267599,8 @@ https://www.infoq.com/news/2021/06/step-functions-workflow-studio: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/08/aws-cloudwatch-alarms: + addition_method: manual content_hash: af347562b3157dd24e901e1f75506e854c785c362ddcbc0c363e8c816d6935e5 description: '' health_score: 100.0 @@ -257437,8 +267617,8 @@ https://www.infoq.com/news/2021/08/aws-cloudwatch-alarms: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/08/external-IT-providers-devops: + addition_method: manual content_hash: 87cf4cdb901f29ddd625d143d7cdb806b89876d4ea0d77b947b88ccae88bb85a description: '' health_score: 100.0 @@ -257454,8 +267634,8 @@ https://www.infoq.com/news/2021/08/external-IT-providers-devops: v2_locations: - devops.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/08/google-cloud-cas-ga: + addition_method: manual content_hash: b4c68f4b761d7830b085b7e07de9f4d530b08fed239931cf07402f96ee85315e description: '' health_score: 100.0 @@ -257472,8 +267652,8 @@ https://www.infoq.com/news/2021/08/google-cloud-cas-ga: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/08/quarkus-2-0-final-release: + addition_method: manual content_hash: 3e30eda2d854abaf6771c422c757aaa2bed23de7d38f1c9212d558e8041a5d10 description: '' health_score: 100.0 @@ -257490,8 +267670,8 @@ https://www.infoq.com/news/2021/08/quarkus-2-0-final-release: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/09/java17-released: + addition_method: manual content_hash: a8ad26579a7341947b53e70a5f9215c028882c75534a503070490542b7e5bed9 description: '' health_score: 100.0 @@ -257507,8 +267687,8 @@ https://www.infoq.com/news/2021/09/java17-released: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/09/kubernetes-hardening-guidance: + addition_method: manual ai_summary: Summarizes key operational pillars of the NSA-CISA Kubernetes hardening guide. Explains the security implications of runtime credentials, etcd access controls, and control plane settings. @@ -257535,8 +267715,8 @@ https://www.infoq.com/news/2021/09/kubernetes-hardening-guidance: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/09/kubescape: + addition_method: manual ai_summary: A developer-focused interview exploring the release of Kubescape. Outlines the technical strategies behind automated cluster auditing and dynamic verification mapping against official security guidelines. @@ -257564,8 +267744,8 @@ https://www.infoq.com/news/2021/09/kubescape: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/12/amazon-repost-questions-answers: + addition_method: manual content_hash: ddde8f7ef7f95ea5078008754211fd37bbc3c5ccb026d94625e12c1865b33466 description: '' health_score: 100.0 @@ -257581,8 +267761,8 @@ https://www.infoq.com/news/2021/12/amazon-repost-questions-answers: v2_locations: - aws.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/12/azure-load-testing-preview: + addition_method: manual ai_summary: High-level overview of Microsoft’s fully-managed Azure Load Testing release. Illustrates how developers can leverage native cloud scaling to validate app reliability and discover performance boundaries. @@ -257610,8 +267790,8 @@ https://www.infoq.com/news/2021/12/azure-load-testing-preview: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/12/kinesis-data-streams-ondemand: + addition_method: manual content_hash: 4a2f797740a387c580861854cdda46cbe27dd2dd76db041873a2c97eb2698509 description: '' health_score: 100.0 @@ -257627,8 +267807,8 @@ https://www.infoq.com/news/2021/12/kinesis-data-streams-ondemand: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/12/recap-reinvent-2021: + addition_method: manual content_hash: 63740b0423bd4416b68252de117e83922b6495ae423c8606cb5d09cdfe69f1d5 description: '' health_score: 100.0 @@ -257644,8 +267824,8 @@ https://www.infoq.com/news/2021/12/recap-reinvent-2021: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/12/remote-first-sre: + addition_method: manual content_hash: abb9a61b60d9a5320d676a04c156ca5747bb41a0244a698b55e8794960e728bb description: '' health_score: 100.0 @@ -257661,8 +267841,8 @@ https://www.infoq.com/news/2021/12/remote-first-sre: v2_locations: - workfromhome.md year: N/A - addition_method: manual https://www.infoq.com/news/2021/12/spring-boot-2-6: + addition_method: manual content_hash: 546f8f97d71c4f329fbd6e61783ab4437f2c63abaddd3fc03e988064ff197d16 description: '' health_score: 100.0 @@ -257679,13 +267859,13 @@ https://www.infoq.com/news/2021/12/spring-boot-2-6: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/01/ -cncf-state-of-cloud-native: + addition_method: manual health_score: 80.0 last_checked: 1779030982.060192 v1_locations: [] - addition_method: manual https://www.infoq.com/news/2022/01/GitHub-devops-mobile-apps: + addition_method: manual content_hash: 576a3fdde333cae6058fb5982d0f79a41ce10e700b16d0c03ad720610aadd59b description: '' health_score: 100.0 @@ -257701,8 +267881,8 @@ https://www.infoq.com/news/2022/01/GitHub-devops-mobile-apps: v2_locations: - git.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/01/aws-iam-s3-access: + addition_method: manual content_hash: 1035626c881808af1b14fd5ac38de950afe918bd10da1f0d7867248ae462f52d description: '' health_score: 100.0 @@ -257719,8 +267899,8 @@ https://www.infoq.com/news/2022/01/aws-iam-s3-access: v2_locations: - aws-security.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/01/aws-rds-readable-standby: + addition_method: manual content_hash: 579e6d1fad8234922f86e4b56cc36cb86f577e6f1c192c6a76dbad14c0a4ee65 description: '' health_score: 100.0 @@ -257737,8 +267917,8 @@ https://www.infoq.com/news/2022/01/aws-rds-readable-standby: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/01/elastic-terraform: + addition_method: manual content_hash: 775f87125057e6a222052df8beb5815c3922b76aab4824192faab6f8ecff6266 description: '' health_score: 100.0 @@ -257755,8 +267935,8 @@ https://www.infoq.com/news/2022/01/elastic-terraform: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/01/karpenter-kubernetes-autoscaler: + addition_method: manual content_hash: 7e0fb354763fcec94989e77b520f64dfaeba78bb6575e15e67e029ce9668daa8 description: '' health_score: 100.0 @@ -257772,8 +267952,8 @@ https://www.infoq.com/news/2022/01/karpenter-kubernetes-autoscaler: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/01/kubernetes-dockershim-removal: + addition_method: manual content_hash: a46a26508901e187c1384f0f0ae9c9d90b7e789bd8cbe7973383053219acb8d3 description: '' health_score: 100.0 @@ -257790,8 +267970,8 @@ https://www.infoq.com/news/2022/01/kubernetes-dockershim-removal: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/02/aws-efs-replication: + addition_method: manual content_hash: b1f1fd463103f115432ec3d5baf766740573043f28f27d2a4be5f83894969706 description: '' health_score: 100.0 @@ -257808,8 +267988,8 @@ https://www.infoq.com/news/2022/02/aws-efs-replication: v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/02/github-codespaces-templates: + addition_method: manual ai_summary: This technical news article details the introduction of Codespaces templates, designed to optimize boot times and environment reproducibility. By pre-building dependencies and container configurations, developers can spin up fully realized @@ -257839,8 +268019,8 @@ https://www.infoq.com/news/2022/02/github-codespaces-templates: v2_locations: - git.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/02/google-cloud-deploy: + addition_method: manual content_hash: 835031c1daaec2e772bc032d75b950f9da794af1c4f13dc890a22285f9d65992 description: '' health_score: 100.0 @@ -257857,8 +268037,8 @@ https://www.infoq.com/news/2022/02/google-cloud-deploy: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/02/grafana-incident-oncall: + addition_method: manual content_hash: 8d56dfebdf623862f4279562746aabbd9074ffa2f18e4d7afa3a70e1eef1f87b description: '' health_score: 100.0 @@ -257874,8 +268054,8 @@ https://www.infoq.com/news/2022/02/grafana-incident-oncall: v2_locations: - grafana.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/02/terraform-aws-provider-s3: + addition_method: manual content_hash: d3b8098206992409c564aa274b0d16a96426a17e5beb1aab233d623da4ed9b9c description: '' health_score: 100.0 @@ -257892,8 +268072,8 @@ https://www.infoq.com/news/2022/02/terraform-aws-provider-s3: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/03/nubesgen-azure-infrastructure: + addition_method: manual content_hash: 6cc7dd72ac2efafc507d23fdfa125dadd7063cef96b7d8ff8c2dd787554d0a4f description: '' health_score: 100.0 @@ -257909,8 +268089,8 @@ https://www.infoq.com/news/2022/03/nubesgen-azure-infrastructure: v2_locations: - azure.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/09/debug-dockerfiles-buildg: + addition_method: manual content_hash: d0015cf79b365a01e68d8e55191df3d7968d9bfb35b8322e3e7a23f8711c2253 description: '' health_score: 100.0 @@ -257926,8 +268106,8 @@ https://www.infoq.com/news/2022/09/debug-dockerfiles-buildg: v2_locations: - docker.md year: N/A - addition_method: manual https://www.infoq.com/news/2022/09/terraform-simplified-refactoring: + addition_method: manual content_hash: f29d3a5540cbfa42994af17fc1016ff3dcc051a8f296571e75c2ff03dcdce725 description: '' health_score: 100.0 @@ -257944,8 +268124,8 @@ https://www.infoq.com/news/2022/09/terraform-simplified-refactoring: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.infoq.com/news/2023/02/aws-deployment-pipelines: + addition_method: manual content_hash: 56b58bc27813266c87c26022235abe47eb7dea66d1f5ec48bd823a5feef6d8d8 description: '' health_score: 100.0 @@ -257962,8 +268142,8 @@ https://www.infoq.com/news/2023/02/aws-deployment-pipelines: v2_locations: - aws.md year: N/A - addition_method: manual https://www.infoq.com/news/2023/03/aks-edge-essentials-ga: + addition_method: manual ai_summary: Outlines Microsoft's strategy for running Kubernetes at the resource-constrained edge via AKS Edge Essentials. Synthesizes early product announcements with actual deployment frameworks, detailing how Arc-enabled management simplifies lightweight @@ -257991,8 +268171,8 @@ https://www.infoq.com/news/2023/03/aks-edge-essentials-ga: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.infoq.com/news/2023/03/kwok-kubernetes: + addition_method: manual content_hash: 31523cf0a8a5bfbac84432eeb71c4d14ef46ff71b8b4ec11a84d193efc3c56e0 description: '' health_score: 100.0 @@ -258008,8 +268188,8 @@ https://www.infoq.com/news/2023/03/kwok-kubernetes: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.infoq.com/news/2023/04/aws-well-architected-framework: + addition_method: manual ai_summary: An InfoQ editorial piece summarizing key enhancements in AWS's Well-Architected Framework update. It dissects updates across security guidance, reliability structures, and operational processes. Grounding tracks how the framework continuously shifts @@ -258037,8 +268217,8 @@ https://www.infoq.com/news/2023/04/aws-well-architected-framework: v2_locations: - aws-architecture.md year: N/A - addition_method: manual https://www.infoq.com/news/2023/04/cdk-terraform-convert: + addition_method: manual content_hash: ad655d3743faa813dc9e1ded873185206f65b4c575a17aceeabb27977b883fd7 description: '' health_score: 100.0 @@ -258055,8 +268235,8 @@ https://www.infoq.com/news/2023/04/cdk-terraform-convert: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.infoq.com/news/2023/04/patcher-iac-upgrade: + addition_method: manual content_hash: 6b930a16ff079606dd63cca3fbecdd4b7ea9e5799317688e3bb69ea9bb99d281 description: '' health_score: 100.0 @@ -258072,8 +268252,8 @@ https://www.infoq.com/news/2023/04/patcher-iac-upgrade: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.infoq.com/news/2023/11/azure-well-architected-framework: + addition_method: manual content_hash: 9a0e610e47978c48b4e90ee9be31889379beb8d6790f3c9c814a4675adeb8a88 health_score: 100.0 last_checked: 1779130494.964055 @@ -258085,8 +268265,40 @@ https://www.infoq.com/news/2023/11/azure-well-architected-framework: - docs/azure.md v2_locations: - azure.md - addition_method: manual +https://www.infoq.com/news/2026/05/opentofu-release-terraform: + addition_method: automatic + ai_summary: An InfoQ technical news feature covering the release of OpenTofu 1.12.0. + The article details how OpenTofu successfully solved a decade-old modular limitation + of upstream Terraform by allowing the `prevent_destroy` lifecycle attribute to + accept variables, enabling dynamic target environment configurations without code + duplication. + category: terraform + complexity: Advanced + content_hash: 16b5896d2366152de22ca9fd474d85075c5f0b490b41ad239daa4a0aa3cd8fbb + description: The OpenTofu community released version 1.12.0 on May 14, 2026, introducing + dynamic prevent_destroy to solve multi-environment module protection friction. + hierarchy: + - Infrastructure as Code + - Terraform Ecosystem + - OpenTofu Releases + is_microservice: false + language: English + last_checked: 1780352581.792425 + reputation_status: Vetted + reputation_summary: Renowned, verified news source analyzing a highly praised OpenTofu + update that solved a long-standing Terraform limitation. + resource_type: article + social_preview_url: https://res.infoq.com/news/2026/05/opentofu-release-terraform/en/headerimage/generatedHeaderImage-1779290214223.jpg + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + title: 'OpenTofu 1.12: the Feature Terraform Never Shipped' + year: '2026' https://www.infoq.com/platformengineering: + addition_method: manual content_hash: 9cc4a5ae619b601dc39d117428d97bac368ad2677c838cd1f619ab174632c950 description: '' health_score: 100.0 @@ -258102,8 +268314,8 @@ https://www.infoq.com/platformengineering: v2_locations: - devops.md year: N/A - addition_method: manual https://www.infoq.com/podcasts/platform-engineering-teams-10x-better: + addition_method: manual content_hash: a76c85f6046fcfee3df361844be79174bf76e4320067aff6846f9d7bf7cafa32 description: '' health_score: 100.0 @@ -258119,8 +268331,8 @@ https://www.infoq.com/podcasts/platform-engineering-teams-10x-better: v2_locations: - devops.md year: N/A - addition_method: manual https://www.infoq.com/presentations/5-challenges-mesh: + addition_method: manual content_hash: 0c47748cf63aff0d790d59fde797968934e5150f39e73f0d791782d04d1befe0 description: '' health_score: 100.0 @@ -258137,8 +268349,8 @@ https://www.infoq.com/presentations/5-challenges-mesh: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.infoq.com/presentations/7-microservices-anti-patterns: + addition_method: manual content_hash: 8cb36fb6a6583a6ec9089c5c39f55256b72a23e72444ed6841f67c7b677c189f description: '' health_score: 100.0 @@ -258149,8 +268361,8 @@ https://www.infoq.com/presentations/7-microservices-anti-patterns: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.infoq.com/presentations/API-Business-Models: + addition_method: manual content_hash: 89c4b2d2a83f82b5c632bb56f44c067a176cec8d171b75514b305e972c0d8787 description: '' health_score: 100.0 @@ -258166,8 +268378,8 @@ https://www.infoq.com/presentations/API-Business-Models: v2_locations: - api.md year: N/A - addition_method: manual https://www.infoq.com/presentations/adopting-service-mesh: + addition_method: manual content_hash: 1886cc3b85a4c3341fc5cb602c3ec38772086a8af6def7ba5da3b867f30a0c15 description: '' health_score: 100.0 @@ -258183,8 +268395,8 @@ https://www.infoq.com/presentations/adopting-service-mesh: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.infoq.com/presentations/api-design-implement-document: + addition_method: manual content_hash: d78b023bcb5f81f31c5671fb5b7e496bc1aeea98b82d1bfa23f1e017138e125a description: '' health_score: 100.0 @@ -258200,8 +268412,8 @@ https://www.infoq.com/presentations/api-design-implement-document: v2_locations: - api.md year: N/A - addition_method: manual https://www.infoq.com/presentations/fail-cloud-native-migration: + addition_method: manual content_hash: 6ef61fa9d7dce7de1c1d43db2d9e98e3f397e522266f500de45889480843068b description: '' health_score: 100.0 @@ -258217,8 +268429,8 @@ https://www.infoq.com/presentations/fail-cloud-native-migration: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.infoq.com/presentations/microservices-software-quality: + addition_method: manual content_hash: 9ca7b1d3adbcf17656b86ad37521a3105c60a9bf2d251c7eb46a497c298611bf description: '' health_score: 100.0 @@ -258234,8 +268446,8 @@ https://www.infoq.com/presentations/microservices-software-quality: v2_locations: - qa.md year: N/A - addition_method: manual https://www.infoq.com/presentations/service-mesh-ebpf: + addition_method: manual content_hash: 95b240a8bb5f34f56f833499eebc185b90040039bb20b5035ed811ce2b98b61b description: '' health_score: 100.0 @@ -258251,8 +268463,8 @@ https://www.infoq.com/presentations/service-mesh-ebpf: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.infoq.com/presentations/sre-apprentices: + addition_method: manual ai_summary: This session addresses the cognitive models of system failure, specifically targeting how apprentices and junior SREs can safely learn to analyze complex failures. It advocates for structured code-level tracing, game days, and interactive @@ -258280,8 +268492,8 @@ https://www.infoq.com/presentations/sre-apprentices: v2_locations: - sre.md year: N/A - addition_method: manual https://www.information-age.com/devops-vs-agile-distinguishing-and-combining-the-two-20117: + addition_method: manual content_hash: 068a614c5be017702b04ecb07ca05966df66220e843f708370e3768e9e349a0e description: '' health_score: 100.0 @@ -258297,8 +268509,8 @@ https://www.information-age.com/devops-vs-agile-distinguishing-and-combining-the v2_locations: - devops.md year: N/A - addition_method: manual https://www.informationweek.com/devops/can-enterprises-benefit-from-adopting-database-devops/a/d-id/1337238: + addition_method: manual content_hash: ae700c7c52465048cc5ec36cdeb281758376a6c066abfe59d16e21bf83f57571 description: '' health_score: 100.0 @@ -258309,8 +268521,8 @@ https://www.informationweek.com/devops/can-enterprises-benefit-from-adopting-dat v1_locations: - docs/databases.md year: N/A - addition_method: manual https://www.informationweek.com/devops/whats-holding-devops-back/a/d-id/1339540: + addition_method: manual content_hash: 1a312f3898bf7ccfa119cc271d36b6a4b77b1f352f55472a89924cb593eb1614 description: '' health_score: 100.0 @@ -258321,8 +268533,8 @@ https://www.informationweek.com/devops/whats-holding-devops-back/a/d-id/1339540: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://www.informationweek.com/software-services/devops: + addition_method: manual health_score: 100.0 last_checked: 1779130495.021158 status: online @@ -258333,8 +268545,8 @@ https://www.informationweek.com/software-services/devops: - docs/devops.md v2_locations: - databases.md - addition_method: manual https://www.infostor.com/backup-and_recovery/quantum-taps-aws-for-cloud-powered-disaster-recovery.html: + addition_method: manual content_hash: 6970e3ef8de3927b72d96d0e62f57dcc53d1c0eacaeb83e4866e313c9e8f0d2b health_score: 100.0 last_checked: 1779031514.612648 @@ -258346,8 +268558,8 @@ https://www.infostor.com/backup-and_recovery/quantum-taps-aws-for-cloud-powered- - docs/aws-backup.md v2_locations: - aws-backup.md - addition_method: manual https://www.infoworld.com/article/2254500/serverless-computing-with-aws-lambda.html: + addition_method: manual ai_summary: A historical baseline tutorial providing a hands-on introduction to creating functions, mapping API endpoints, and evaluating runtime logs. While modern tools have evolved the deployment UX, this article preserves foundational @@ -258369,8 +268581,8 @@ https://www.infoworld.com/article/2254500/serverless-computing-with-aws-lambda.h v2_locations: - aws-serverless.md year: '2017' - addition_method: manual https://www.infoworld.com/article/2256828/jdk-15-the-new-features-in-java-15.html: + addition_method: manual content_hash: cd3355863d2541548cb82c168ee5c9a15dc06ec79465027a628556d089f05953 health_score: 100.0 last_checked: 1779130494.99687 @@ -258382,8 +268594,8 @@ https://www.infoworld.com/article/2256828/jdk-15-the-new-features-in-java-15.htm - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://www.infoworld.com/article/2257118/dockers-compose-specification-is-now-an-open-standard.html: + addition_method: manual content_hash: 9a4ec08d8af75fb2897c1322468ad59407978495924277920163df0173a28398 health_score: 100.0 last_checked: 1779130494.969805 @@ -258395,8 +268607,8 @@ https://www.infoworld.com/article/2257118/dockers-compose-specification-is-now-a - docs/docker.md v2_locations: - docker.md - addition_method: manual https://www.infoworld.com/article/2258136/10-steps-to-automating-security-in-kubernetes-pipelines.html: + addition_method: manual ai_summary: Focuses on establishing highly automated security checkpoints across the continuous delivery pipeline. Curator insight lists key automation areas, including infrastructure-as-code linting and automated vulnerability patching. @@ -258419,8 +268631,8 @@ https://www.infoworld.com/article/2258136/10-steps-to-automating-security-in-kub v2_locations: - kubernetes-security.md year: '2021' - addition_method: manual https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html: + addition_method: manual ai_summary: An industry advocacy piece exploring standard friction points holding organizations back from adopting feature management platforms. Highlights the operational agility, rapid rollbacks, and targeting capabilities gained after @@ -258442,8 +268654,8 @@ https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html v2_locations: - git.md year: '2021' - addition_method: manual https://www.infoworld.com/article/2261531/red-hats-crime-against-centos.html: + addition_method: manual ai_summary: 'An analytical article discussing the intense industry backlash and architectural implications of Red Hat''s decision to shift CentOS from a downstream stable release to CentOS Stream. Double-Evidence: This commentary explores the @@ -258466,8 +268678,8 @@ https://www.infoworld.com/article/2261531/red-hats-crime-against-centos.html: v2_locations: - linux.md year: '2023' - addition_method: manual https://www.infoworld.com/article/2261795/building-microservices-give-dapr-a-try.html: + addition_method: manual content_hash: b3c7fd947c2af95c3e7e33effdd773d61e5f965604406aa8eaa320609f029fe2 health_score: 100.0 last_checked: 1779130495.006383 @@ -258479,8 +268691,8 @@ https://www.infoworld.com/article/2261795/building-microservices-give-dapr-a-try - docs/serverless.md v2_locations: - serverless.md - addition_method: manual https://www.infoworld.com/article/2261975/when-kubernetes-is-not-the-solution.html: + addition_method: manual ai_summary: Highlights use-cases and scenarios where Kubernetes acts as an anti-pattern. Outlines operational over-engineering, hidden resource consumption, and networking complexities. @@ -258501,8 +268713,8 @@ https://www.infoworld.com/article/2261975/when-kubernetes-is-not-the-solution.ht v2_locations: - kubernetes-alternatives.md year: '2021' - addition_method: manual https://www.infoworld.com/article/2263821/5-devops-practices-to-improve-application-reliability.html: + addition_method: manual content_hash: a4a8f21fbc202bea3bcd8300efb07bb5ea50e11ec2080b76026e4176e803790a health_score: 100.0 last_checked: 1779130495.015953 @@ -258514,8 +268726,8 @@ https://www.infoworld.com/article/2263821/5-devops-practices-to-improve-applicat - docs/devops.md v2_locations: - devops.md - addition_method: manual https://www.infoworld.com/article/2264177/the-decline-of-heroku.html: + addition_method: manual content_hash: 152f3fe263e3ef0704b795c60ab1820c95916a9b4dfe41192ae73ead6f557caf health_score: 100.0 last_checked: 1779130495.032124 @@ -258527,8 +268739,8 @@ https://www.infoworld.com/article/2264177/the-decline-of-heroku.html: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.infoworld.com/article/2264256/6-reasons-to-switch-to-managed-kubernetes.html: + addition_method: manual ai_summary: Explores key drivers for offloading Kubernetes cluster administration to managed services. Examines control-plane management, security patching, and scaling benefits. @@ -258549,8 +268761,8 @@ https://www.infoworld.com/article/2264256/6-reasons-to-switch-to-managed-kuberne v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.infoworld.com/article/2264392/no-one-wants-to-manage-kubernetes-anymore.html: + addition_method: manual content_hash: e89501f16fababa01cfa78a726cda2e83c9ce1722d08c638c8ad6e64b431590d health_score: 100.0 last_checked: 1779130495.010527 @@ -258562,8 +268774,8 @@ https://www.infoworld.com/article/2264392/no-one-wants-to-manage-kubernetes-anym - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.infoworld.com/article/2264771/3-cloud-architecture-mistakes-we-all-make-but-shouldnt.html: + addition_method: manual content_hash: 8cf6f47a9d583a8e90397d04fdd53fe531b14b275e73ed93e117143d479c3937 health_score: 100.0 last_checked: 1779130494.929682 @@ -258575,8 +268787,8 @@ https://www.infoworld.com/article/2264771/3-cloud-architecture-mistakes-we-all-m - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.infoworld.com/article/2265016/15-tools-that-make-kubernetes-easier.html: + addition_method: manual content_hash: c02c8eca0bd629a6a4692ce4fa52d45fc3924f3a5e4c83de463a695cbd8e835c health_score: 100.0 last_checked: 1779130494.957853 @@ -258588,8 +268800,8 @@ https://www.infoworld.com/article/2265016/15-tools-that-make-kubernetes-easier.h - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://www.infoworld.com/article/2265488/how-kubernetes-works.html: + addition_method: manual content_hash: f3da28e09c6f333b1177874ddb8e7897d1e55368959cb2f55df3f11bf95594bc health_score: 100.0 last_checked: 1779130495.018712 @@ -258601,8 +268813,8 @@ https://www.infoworld.com/article/2265488/how-kubernetes-works.html: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.infoworld.com/article/2266054/6-kubernetes-distributions-leading-the-container-revolution.html: + addition_method: manual ai_summary: Reviews the leading container platforms guiding the market shift towards hybrid and multi-cloud Kubernetes orchestration. Evaluates enterprise-grade capabilities of tools like Red Hat OpenShift, VMware Tanzu, Rancher, and Mirantis, analyzing @@ -258626,8 +268838,8 @@ https://www.infoworld.com/article/2266054/6-kubernetes-distributions-leading-the v2_locations: - kubernetes-on-premise.md year: '2022' - addition_method: manual https://www.infoworld.com/article/2267127/how-to-use-the-python-for-loop.html: + addition_method: manual content_hash: c8703ed1de451eb3ce532b7977327d4b07a642c8886c359203ba22b19882793b health_score: 100.0 last_checked: 1779130494.976151 @@ -258639,8 +268851,8 @@ https://www.infoworld.com/article/2267127/how-to-use-the-python-for-loop.html: - docs/python.md v2_locations: - python.md - addition_method: manual https://www.infoworld.com/article/2269266/what-is-cicd-continuous-integration-and-continuous-delivery-explained.html: + addition_method: manual ai_summary: 'Curator Insight: Broad industry-focused definition of CI/CD pipeline automation and toolchains. Live Grounding: Explores the evolutionary shift from monolithic build scripts to declarative yaml-based pipeline orchestration. Provides @@ -258663,8 +268875,8 @@ https://www.infoworld.com/article/2269266/what-is-cicd-continuous-integration-an v2_locations: - cicd.md year: '2023' - addition_method: manual https://www.infoworld.com/article/2269272/how-docker-broke-in-half.html: + addition_method: manual content_hash: 59190e03ae6246373bcaa86454cc2d08462b33ab930ce3b78b788d9735232656 health_score: 100.0 last_checked: 1779130494.95923 @@ -258676,8 +268888,8 @@ https://www.infoworld.com/article/2269272/how-docker-broke-in-half.html: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://www.infoworld.com/article/2269961/kubernetes-object-storage-best-practices.html: + addition_method: manual content_hash: 272a19a487763b28bc63fb1b2699acf53a340853fa5c6d0aab2e3892e05ddb14 health_score: 100.0 last_checked: 1779130494.939239 @@ -258689,8 +268901,8 @@ https://www.infoworld.com/article/2269961/kubernetes-object-storage-best-practic - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://www.infoworld.com/article/2270388/continuous-integration-with-docker-and-jenkins.html: + addition_method: manual content_hash: 62c1f1db3f56e977f4b93288ae1d5d97544c4b47a8a2b75ea18d63833948538b health_score: 100.0 last_checked: 1779130494.96886 @@ -258702,8 +268914,8 @@ https://www.infoworld.com/article/2270388/continuous-integration-with-docker-and - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with-feature-flags.html: + addition_method: manual ai_summary: Highlights five key operational DevOps patterns enabled by feature flag deployment. Explains concrete use cases, including system dark launching, canary testing, progressive rollouts, kill switches, and empowering product management @@ -258725,8 +268937,8 @@ https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with v2_locations: - git.md year: '2021' - addition_method: manual https://www.infoworld.com/article/2270578/the-red-method-a-new-strategy-for-monitoring-microservices.html: + addition_method: manual content_hash: 1b2873744be011fa7a616b8b8fad53e6e641993ef650d71801e597876ea8453d health_score: 100.0 last_checked: 1779130495.023204 @@ -258738,8 +268950,8 @@ https://www.infoworld.com/article/2270578/the-red-method-a-new-strategy-for-moni - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.infoworld.com/article/2270714/complexity-is-killing-software-developers.html: + addition_method: manual content_hash: e7ef22215c32a9b79f1e9f461bbaccec8fdd0b08a3bd169515619c4cc17f9fdf health_score: 100.0 last_checked: 1779130494.992308 @@ -258753,8 +268965,8 @@ https://www.infoworld.com/article/2270714/complexity-is-killing-software-develop v2_locations: - devel-sites.md - introduction.md - addition_method: manual https://www.infoworld.com/article/2270808/github-introduces-code-review-controls.html: + addition_method: manual ai_summary: This InfoWorld article highlights GitHub's enhancement of its governance capabilities through advanced code review controls, ensuring compliance policies can be enforced programmatically. By restricting who can approve pull requests @@ -258778,8 +268990,8 @@ https://www.infoworld.com/article/2270808/github-introduces-code-review-controls v2_locations: - git.md year: '2022' - addition_method: manual https://www.infoworld.com/article/2270814/docker-really-did-change-the-world.html: + addition_method: manual content_hash: b65ebceeb0df96926eaa033bdba23c05a037e9921cec992b8db400fdd252e4b3 health_score: 100.0 last_checked: 1779130495.001972 @@ -258791,8 +269003,8 @@ https://www.infoworld.com/article/2270814/docker-really-did-change-the-world.htm - docs/docker.md v2_locations: - docker.md - addition_method: manual https://www.infoworld.com/article/2270825/the-race-to-secure-kubernetes-at-runtime.html: + addition_method: manual ai_summary: Explores the rapid evolution of security technologies focusing on runtime detection and container-level process isolation. Curator insight details the industry transition away from simple static analysis toward active behavioral profiling. @@ -258815,8 +269027,8 @@ https://www.infoworld.com/article/2270825/the-race-to-secure-kubernetes-at-runti v2_locations: - kubernetes-security.md year: '2022' - addition_method: manual https://www.infoworld.com/article/2270941/google-cloud-appsheet-review-no-code-with-extras.html: + addition_method: manual content_hash: e6971530f9f0841881cc7723d039588899c45dd55e69f8879b96f9fb6107d706 health_score: 100.0 last_checked: 1779130494.989259 @@ -258828,8 +269040,8 @@ https://www.infoworld.com/article/2270941/google-cloud-appsheet-review-no-code-w - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md - addition_method: manual https://www.infoworld.com/article/2271333/securing-the-kubernetes-software-supply-chain.html: + addition_method: manual ai_summary: Introduces Ratify, an open-source verification engine designed to validate container image signatures and bills of materials (SBOMs) prior to deployment. 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kubernetes.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/blue-green-deployments-dns-routing: + addition_method: manual ai_summary: 'Curator Insight: Highly technical tutorial showcasing Blue-Green deployment strategies relying on external DNS routing configurations rather than standard Kubernetes Service routing. Live Grounding: Solves edge-case scenarios for non-HTTP @@ -260001,8 +270213,8 @@ https://www.infracloud.io/blogs/blue-green-deployments-dns-routing: v2_locations: - argo.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/enforcing-image-trust-docker-containers-notary: + addition_method: manual ai_summary: A detailed engineering walkthrough illustrating the configuration of Docker Content Trust using Notary. It reviews the lifecycle of cryptographic signing keys and guides the operator on setting up environment variables to block untrusted @@ -260030,8 +270242,8 @@ https://www.infracloud.io/blogs/enforcing-image-trust-docker-containers-notary: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/grafana-loki-log-monitoring-alerting: + addition_method: manual content_hash: b96ed5cf98ae6d9da637a0dd4fa644b0289f7011d53e145620d4e8f983b37160 description: '' health_score: 100.0 @@ -260047,8 +270259,8 @@ https://www.infracloud.io/blogs/grafana-loki-log-monitoring-alerting: v2_locations: - grafana.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/jenkins-freestyle-pipeline-migration: + addition_method: manual content_hash: 7da024f3fd7bb11b4bf576a6eeefc2740cc577d7e3660d5dc87565ca7b8eea22 description: '' health_score: 100.0 @@ -260064,8 +270276,8 @@ https://www.infracloud.io/blogs/jenkins-freestyle-pipeline-migration: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/kubernetes-autoscaling-custom-metrics: + addition_method: manual content_hash: 0b196859d4fb14b0f28bf0cfc93832f14c56637545826b22756e3c446f960683 description: '' health_score: 100.0 @@ -260081,8 +270293,8 @@ https://www.infracloud.io/blogs/kubernetes-autoscaling-custom-metrics: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/kubernetes-cost-reporting-using-kubecost: + addition_method: manual content_hash: 6e13e365e1ce8d59c2eaab912e11f4d473afbf0f51cfcab26109dcf2554b4b21 description: '' health_score: 100.0 @@ -260098,8 +270310,8 @@ https://www.infracloud.io/blogs/kubernetes-cost-reporting-using-kubecost: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/kubernetes-pod-security-policies-opa: + addition_method: manual ai_summary: Addresses the transition from obsolete Kubernetes Pod Security Policies (PSPs) to Open Policy Agent (OPA) Gatekeeper. Explores how to leverage declarative constraints using the Rego engine to strictly manage admission control actions. @@ -260121,8 +270333,8 @@ https://www.infracloud.io/blogs/kubernetes-pod-security-policies-opa: - securityascode.md - devsecops.md year: '2021' - addition_method: manual https://www.infracloud.io/blogs/linking-traces-continuous-profiling-pyroscope: + addition_method: manual ai_summary: Explores the technical union of distributed tracing and continuous profiling using Pyroscope. Explains how linking execution traces directly with CPU and memory flame graphs enables engineers to find the precise lines of code driving microservice @@ -260153,8 +270365,8 @@ https://www.infracloud.io/blogs/linking-traces-continuous-profiling-pyroscope: v2_locations: - istio.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/machine-learning-orchestration-kubernetes-kubeflow: + addition_method: manual content_hash: d9fdc534e9f1413ae4a5a064c2f872ccdc1e267aeecd162b62c68b6ca353fbe7 description: '' health_score: 100.0 @@ -260170,8 +270382,8 @@ https://www.infracloud.io/blogs/machine-learning-orchestration-kubernetes-kubefl v2_locations: - mlops.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/monitoring-kubernetes-cert-manager-certificates: + addition_method: manual ai_summary: A practical guide for integrating cert-manager with BotKube. Shows how to set up active Slack or Teams alerts that notify platform engineers when TLS certificates are nearing expiration or failing ACME challenges. @@ -260198,8 +270410,8 @@ https://www.infracloud.io/blogs/monitoring-kubernetes-cert-manager-certificates: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/multi-tenancy-kubernetes: + addition_method: manual content_hash: 6e3bd1cee0f645fe36eeb722f031604ffc2e47479c3754ddcf77dc2665145625 description: '' health_score: 100.0 @@ -260215,8 +270427,8 @@ https://www.infracloud.io/blogs/multi-tenancy-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/multi-tenancy-monitoring-thanos-receiver: + addition_method: manual content_hash: 740c9956e0aa7ebb354aed8844ec3742eebe59e472037f8731837443a3024e02 description: '' health_score: 100.0 @@ -260228,8 +270440,8 @@ https://www.infracloud.io/blogs/multi-tenancy-monitoring-thanos-receiver: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/multicluster-gitops-argocd: + addition_method: manual content_hash: eedade9c49b00af67295932c1691497e7e744fc5bd671e3204798933c92e93ee description: '' health_score: 100.0 @@ -260245,8 +270457,8 @@ https://www.infracloud.io/blogs/multicluster-gitops-argocd: v2_locations: - demos.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/prevent-secret-leaks-in-repositories: + addition_method: manual ai_summary: An in-depth guide assessing tools and engineering paradigms designed to detect and block credentials before they are committed to source control repository branches. Covers git hooks, automated centralized pipeline scans, and secret rotation @@ -260275,8 +270487,8 @@ https://www.infracloud.io/blogs/prevent-secret-leaks-in-repositories: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-blue-green-deployment: + addition_method: manual ai_summary: 'Curator Insight: Conceptual and step-by-step technical guide for configuring high-performance Blue-Green deployments with Argo Rollouts. Live Grounding: Explores the implementation of manual approval gates, automated smoke tests, and fallback @@ -260304,8 +270516,8 @@ https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-blue-green-de v2_locations: - argo.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-canary-deployment: + addition_method: manual ai_summary: 'Curator Insight: Comprehensive guide analyzing step-based canary traffic weight shifting with Argo Rollouts. Live Grounding: Explains the integration of real-time monitoring query metrics (such as latency or error rate) to trigger @@ -260333,8 +270545,8 @@ https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-canary-deploy v2_locations: - argo.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/prometheus-architecture-metrics-use-cases: + addition_method: manual content_hash: ff875f7251366109b6d8f32788f380e459bc400ab89832823cd8ea2c6c063997 description: '' health_score: 100.0 @@ -260350,8 +270562,8 @@ https://www.infracloud.io/blogs/prometheus-architecture-metrics-use-cases: v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/prometheus-operator-helm-guide: + addition_method: manual content_hash: ff86bbf964bccc4cabaff23236e943ba2881829ff86aceb8e0e00d82b4e72a4d description: '' health_score: 100.0 @@ -260362,8 +270574,8 @@ https://www.infracloud.io/blogs/prometheus-operator-helm-guide: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/promql-prometheus-guide: + addition_method: manual content_hash: 118ba140fab830efb19240d90b730f493d0084f25e8443d133305fb422cddef8 description: '' health_score: 100.0 @@ -260375,8 +270587,8 @@ https://www.infracloud.io/blogs/promql-prometheus-guide: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/protecting-kubernetes-applications-with-kanister: + addition_method: manual content_hash: 7a3014adaabeb382a488532cb37895a9d1e419464384a1f960ada5d2d73d9b82 description: '' health_score: 100.0 @@ -260392,8 +270604,8 @@ https://www.infracloud.io/blogs/protecting-kubernetes-applications-with-kanister v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/role-based-access-kubernetes: + addition_method: manual ai_summary: A deep dive tutorial explaining Role-Based Access Control (RBAC) configurations, highlighting how to design custom Roles, ClusterRoles, and user bindings. complexity: Intermediate @@ -260420,8 +270632,8 @@ https://www.infracloud.io/blogs/role-based-access-kubernetes: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/secure-containers-cosign-distroless-images: + addition_method: manual ai_summary: This architectural guide demonstrates combining Cosign signature verification with Google's Distroless container images. By eliminating the shell and package manager from the container, and signing the final OCI build, teams dramatically @@ -260449,8 +270661,8 @@ https://www.infracloud.io/blogs/secure-containers-cosign-distroless-images: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/securing-kubernetes-cluster-kubescape-kubebench: + addition_method: manual content_hash: 33e582063a51aacc5367de444840efaa2da5e3fa7a1cb58574abc4487a629d22 description: '' health_score: 100.0 @@ -260466,8 +270678,8 @@ https://www.infracloud.io/blogs/securing-kubernetes-cluster-kubescape-kubebench: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/securing-kubernetes-secrets-conjur: + addition_method: manual ai_summary: Technical breakdown of installing CyberArk Conjur into a K8s namespace and fetching values securely within target applications. Discusses identity bootstrapping. complexity: Intermediate @@ -260493,8 +270705,8 @@ https://www.infracloud.io/blogs/securing-kubernetes-secrets-conjur: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/skaffold-usecases: + addition_method: manual ai_summary: Explains practical implementation tactics and use cases for Skaffold. Demonstrates how to design reproducible container builds and configure deployment pipelines efficiently. @@ -260521,8 +270733,8 @@ https://www.infracloud.io/blogs/skaffold-usecases: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/sre-best-practices: + addition_method: manual ai_summary: This architectural guide details actionable workflows for modern SRE execution, covering service level indicator definition, runbook automation, and collaborative blameless post-mortems. Curator insight and live grounding suggest @@ -260551,8 +270763,8 @@ https://www.infracloud.io/blogs/sre-best-practices: v2_locations: - sre.md year: N/A - addition_method: manual https://www.infracloud.io/blogs/top-10-things-for-container-security: + addition_method: manual ai_summary: Distills container host and lifecycle protection down to ten baseline imperatives. Focuses on minimizing base OS profiles, enforcing container runtime boundaries, mapping read-only filesystems, and utilizing seccomp profiles to reduce @@ -260580,8 +270792,8 @@ https://www.infracloud.io/blogs/top-10-things-for-container-security: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.infracloud.io/kubernetes-pod-security-policies-opa: + addition_method: manual content_hash: c546a730104039ce99bf605980df45a27099d19f74209990ed7d372806284765 description: '' health_score: 100.0 @@ -260593,8 +270805,8 @@ https://www.infracloud.io/kubernetes-pod-security-policies-opa: - docs/devsecops.md - docs/securityascode.md year: N/A - addition_method: manual https://www.inkoop.io/blog/how-to-get-azure-api-credentials: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -260608,8 +270820,8 @@ https://www.inkoop.io/blog/how-to-get-azure-api-credentials: v2_locations: - azure.md year: N/A - addition_method: manual https://www.innoq.com/en/blog/2020/04/scraping-docker-swarm-service-instances-with-prometheus: + addition_method: manual content_hash: d5259c975fffc702fe7689cc76bb2878391aaeed55e7ab0a6bb0de6dd608b6cf health_score: 100.0 last_checked: 1779130494.992891 @@ -260621,8 +270833,8 @@ https://www.innoq.com/en/blog/2020/04/scraping-docker-swarm-service-instances-wi - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://www.innoq.com/en/blog/scraping-docker-swarm-service-instances-with-prometheus: + addition_method: manual content_hash: 7e446ef137e35305ff05ea0e8f773352d214ec0e593e15db833c66bba6b54e60 description: '' health_score: 100.0 @@ -260633,8 +270845,8 @@ https://www.innoq.com/en/blog/scraping-docker-swarm-service-instances-with-prome v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://www.inovex.de/blog/containers-docker-containerd-nabla-kata-firecracker: + addition_method: manual content_hash: e22b03c5d520dad8525d40d61e4e11816b26fd7e76a5964680baec7f840b69d7 description: '' health_score: 100.0 @@ -260646,8 +270858,8 @@ https://www.inovex.de/blog/containers-docker-containerd-nabla-kata-firecracker: v1_locations: - docs/container-managers.md year: N/A - addition_method: manual https://www.inovex.de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x: + addition_method: manual content_hash: 9bba57f15e9d87ebc648f99f626326b50053a5a36ccf39ca9c6ab861fccfa1af description: '' health_score: 100.0 @@ -260659,8 +270871,8 @@ https://www.inovex.de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://www.inovex.de/de/blog/containers-docker-containerd-nabla-kata-firecracker: + addition_method: manual content_hash: 670f426e4664f486bdde3b2ed62f668ad9ee8e8ddcac348c52bf8b4a62e0c8d5 health_score: 100.0 last_checked: 1779130494.966403 @@ -260672,8 +270884,8 @@ https://www.inovex.de/de/blog/containers-docker-containerd-nabla-kata-firecracke - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.inovex.de/de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x: + addition_method: manual content_hash: dffa20ed5c8d8bc309fa8fd14e7bba022e454a32418bd6a9020b63882f4efb2e health_score: 100.0 last_checked: 1779130494.971963 @@ -260685,8 +270897,8 @@ https://www.inovex.de/de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://www.instaclustr.com/apache-kafka-architecture: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -260700,8 +270912,8 @@ https://www.instaclustr.com/apache-kafka-architecture: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.instana.com/blog/cf-the-hidden-cost-of-observability-data-volume: + addition_method: manual content_hash: ae848332220a7f13b3bb5bf9177251897429480d122b6af35ecc0b0d63ac8708 description: '' health_score: 100.0 @@ -260712,8 +270924,8 @@ https://www.instana.com/blog/cf-the-hidden-cost-of-observability-data-volume: v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.instana.com/blog/monitoring-jenkins-using-instana: + addition_method: manual content_hash: ae848332220a7f13b3bb5bf9177251897429480d122b6af35ecc0b0d63ac8708 description: '' health_score: 100.0 @@ -260724,8 +270936,8 @@ https://www.instana.com/blog/monitoring-jenkins-using-instana: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.instapaper.com: + addition_method: manual content_hash: 6f734cab8a99b9686106307771a1372ebe3edacea03bfa416d3b857363248a66 description: '' health_score: 100.0 @@ -260741,16 +270953,20 @@ https://www.instapaper.com: v2_locations: - workfromhome.md year: N/A - addition_method: manual +https://www.instructables.com/How-to-Use-a-Shovel: + last_checked: 1780400585.971863 + score: 12 + status: FILTERED https://www.intel.com/content/www/us/en/homepage.html: + addition_method: manual last_checked: 1779388698.324365 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - kubernetes.md - addition_method: manual https://www.interviewbit.com/ansible-interview-questions: + addition_method: manual ai_summary: Curator Insight outlines key Ansible questions covering playbooks, handlers, and inventory structures. Live Grounding highlights Ansible's de-facto role in declarative systems configuration. This guide aids engineers preparing for automation @@ -260777,8 +270993,8 @@ https://www.interviewbit.com/ansible-interview-questions: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.interviewbit.com/aws-interview-questions: + addition_method: manual ai_summary: Curator Insight compiles high-frequency AWS technical inquiries on IAM, EC2, and VPC configurations. Live Grounding confirms that security posture and network isolation are foundational for any cloud architect role. This guide ensures @@ -260805,8 +271021,8 @@ https://www.interviewbit.com/aws-interview-questions: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.interviewbit.com/terraform-interview-questions: + addition_method: manual ai_summary: Curator Insight targets key Terraform operations, state files, and workspace structures. Live Grounding confirms Terraform's persistent dominance as the standard for multi-cloud Infrastructure-as-Code. This resource helps candidates validate @@ -260833,8 +271049,8 @@ https://www.interviewbit.com/terraform-interview-questions: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.intezer.com/blog/container-security/new-attacks-on-kubernetes-via-misconfigured-argo-workflows: + addition_method: manual content_hash: 823e4a26c20cc22b3916498f90219f2b8a7b97aa8bc8f7d4eb6d2f9b35fd1009 description: '' health_score: 100.0 @@ -260845,8 +271061,8 @@ https://www.intezer.com/blog/container-security/new-attacks-on-kubernetes-via-mi v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.invensislearning.com/blog/devops-vs-devsecops: + addition_method: manual ai_summary: 'Distinguishes the exact operational and architectural boundaries separating classic DevOps from modern DevSecOps. Contrast: Curator Insight details simple workflow differences, while Live Grounding proves that DevSecOps represents a @@ -260875,8 +271091,8 @@ https://www.invensislearning.com/blog/devops-vs-devsecops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.invensislearning.com/blog/infrastructure-as-a-code-tutorial: + addition_method: manual content_hash: dea53822b58c51d06203be035c76ee8090e8ea170abc7805977961b3f621c6ab description: '' health_score: 100.0 @@ -260893,8 +271109,8 @@ https://www.invensislearning.com/blog/infrastructure-as-a-code-tutorial: v2_locations: - iac.md year: N/A - addition_method: manual https://www.investopedia.com/amazon-web-services-outage-causes-chaos-5212233: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -260908,8 +271124,8 @@ https://www.investopedia.com/amazon-web-services-outage-causes-chaos-5212233: v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://www.iomesh.com: + addition_method: manual content_hash: 0ad61bb9e3ce20a68ba6470393ef70b79059aa11bc554126eba4d901a564f58d description: '' health_score: 100.0 @@ -260925,8 +271141,8 @@ https://www.iomesh.com: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.iomesh.com/blog/announcing_iomesh_preview: + addition_method: manual content_hash: f72fdd5b07ca4c7d79bc5d14e38d66c3ed59f573e48c06c6f4a50dcf7d4e46bd description: '' health_score: 100.0 @@ -260943,8 +271159,8 @@ https://www.iomesh.com/blog/announcing_iomesh_preview: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.ireviews.com/the-top-60-remote-work-websites-for-new-opportunities-in-2022: + addition_method: manual content_hash: abd62de1d215913fc0ffae466bd41588d1d6a98656415a40f4f49b5c90ee4492 description: '' health_score: 100.0 @@ -260960,8 +271176,8 @@ https://www.ireviews.com/the-top-60-remote-work-websites-for-new-opportunities-i v2_locations: - remote-tech-jobs.md year: N/A - addition_method: manual https://www.isic-archive.com: + addition_method: manual content_hash: 8777b41f7c622c6d3ab617056f402d9223f1b59337ecf602aeed40a4b55b96a8 description: '' health_score: 100.0 @@ -260977,8 +271193,8 @@ https://www.isic-archive.com: v2_locations: - mlops.md year: N/A - addition_method: manual https://www.ismiletechnologies.com/devsecops/secure-devops-kit-azureazsk: + addition_method: manual content_hash: 5917fa524c8ad43e41bde835288a8a4bac9ba1119a36e0d584ec391dc45fdf9b description: '' health_score: 100.0 @@ -260989,8 +271205,8 @@ https://www.ismiletechnologies.com/devsecops/secure-devops-kit-azureazsk: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://www.itbusinessedge.com/security/okta-vs-azure-ad: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -261004,15 +271220,15 @@ https://www.itbusinessedge.com/security/okta-vs-azure-ad: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.itcentralstation.com/categories/application-performance-management-apm: + addition_method: manual content_hash: a8cd27593c2f5d528071a2246296711055da016d3b17070fa1d98411e214ddd0 health_score: 100.0 last_checked: 1779030579.301664 v1_locations: - docs/monitoring.md - addition_method: manual https://www.itcentralstation.com/categories/java-frameworks: + addition_method: manual content_hash: 96937b70a161fe905d2107ce45c53ebe93678638ff723b13c8c46eacd3c54cc5 description: '' health_score: 100.0 @@ -261023,8 +271239,8 @@ https://www.itcentralstation.com/categories/java-frameworks: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://www.ithands-on.com/2021/04/kubernetes-101-changing-pods-label-on.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -261038,8 +271254,8 @@ https://www.ithands-on.com/2021/04/kubernetes-101-changing-pods-label-on.html: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.ithands-on.com/2021/04/kubernetes-101-external-services.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -261054,8 +271270,8 @@ https://www.ithands-on.com/2021/04/kubernetes-101-external-services.html: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.ithands-on.com/2021/05/kubernetes-101-deployment-replicasets.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -261070,8 +271286,8 @@ https://www.ithands-on.com/2021/05/kubernetes-101-deployment-replicasets.html: v2_locations: - 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docs/devops.md year: N/A - addition_method: manual https://www.itprotoday.com/hybrid-cloud-and-multicloud/4-alternatives-kubernetes-container-orchestrator: + addition_method: manual content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172 description: '' health_score: 100.0 @@ -261296,8 +271512,8 @@ https://www.itprotoday.com/hybrid-cloud-and-multicloud/4-alternatives-kubernetes v1_locations: - docs/kubernetes-alternatives.md year: N/A - addition_method: manual https://www.itprotoday.com/it-operations/docker-still-worth-learning-it-operations-teams-probably-not: + addition_method: manual content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172 description: '' health_score: 100.0 @@ -261309,8 +271525,8 @@ https://www.itprotoday.com/it-operations/docker-still-worth-learning-it-operatio v1_locations: - docs/docker.md year: N/A - addition_method: manual https://www.itprotoday.com/linux/openshift-48-red-hat-seeks-expand-workload-possibilities: + addition_method: manual content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172 description: '' health_score: 100.0 @@ -261321,8 +271537,8 @@ https://www.itprotoday.com/linux/openshift-48-red-hat-seeks-expand-workload-poss v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.itprotoday.com/testing-and-quality-assurance/why-site-reliability-engineering-key-modern-devops: + addition_method: manual content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172 description: '' health_score: 100.0 @@ -261333,8 +271549,8 @@ https://www.itprotoday.com/testing-and-quality-assurance/why-site-reliability-en v1_locations: - docs/sre.md year: N/A - addition_method: manual https://www.ituser.es/opinion/2020/07/las-principales-habilidades-que-un-arquitecto-cloud-necesita-para-triunfar: + addition_method: manual content_hash: 0a60c672113bea3125ce16ee49e840f2f548c4d41f8107c3238ba2692b719a32 description: '' health_score: 100.0 @@ -261351,8 +271567,8 @@ https://www.ituser.es/opinion/2020/07/las-principales-habilidades-que-un-arquite v2_locations: - introduction.md year: N/A - addition_method: manual https://www.itwonderlab.com/en/ansible-kubernetes-vagrant-tutorial: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -261367,8 +271583,8 @@ https://www.itwonderlab.com/en/ansible-kubernetes-vagrant-tutorial: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.jaegertracing.io: + addition_method: manual ai_summary: The official gateway for Jaeger, a CNCF-graduated distributed tracing platform. Essential for microservice architectures to monitor transactions, perform root-cause analysis, optimize performance bottlenecks, and visualize complex request @@ -261402,8 +271618,8 @@ https://www.jaegertracing.io: - monitoring.md - ocp4.md year: N/A - addition_method: manual https://www.jamesmichaelhickey.com/microservices-architecture: + addition_method: manual ai_summary: 'Curator Insight: Evaluates the operational trade-offs of microservices and explains how to design modular frontend systems (Micro Frontends) to prevent unified UI bottlenecks. Live Grounding: Crucial structural blueprint outlining @@ -261432,8 +271648,8 @@ https://www.jamesmichaelhickey.com/microservices-architecture: v2_locations: - faq.md year: N/A - addition_method: manual https://www.jaumepujolcapllonch.com/la-matriz-raci-y-la-asignacion-de-responsabilidades: + addition_method: manual content_hash: 887180e9e6cc7e7851fb9c10d139a155087db59698091bf6ec21dcbaa2cc3aee description: '' health_score: 100.0 @@ -261449,8 +271665,8 @@ https://www.jaumepujolcapllonch.com/la-matriz-raci-y-la-asignacion-de-responsabi v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.java-success.com/01b-%e2%99%a6-40-java-web-services-basics-interview-qas-q07-q12: + addition_method: manual content_hash: 41642317049af1417a51d6cc6c4a78b4ace5b0ffac5f5482877c1ab37f136742 description: '' health_score: 100.0 @@ -261461,8 +271677,8 @@ https://www.java-success.com/01b-%e2%99%a6-40-java-web-services-basics-interview v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://www.java-success.com/debugging-java-thread-safety-multi-threading-concurrency-issues: + addition_method: manual content_hash: c59cbd514b2a2a8285badbcd37b473c5bc5cc12cd5a19b1b2114375a13f379b7 description: '' health_score: 100.0 @@ -261478,8 +271694,8 @@ https://www.java-success.com/debugging-java-thread-safety-multi-threading-concur v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.java-success.com/java-garbage-collection-interview-questions-and-answers: + addition_method: manual ai_summary: Curator Insight lists Java JVM garbage collection algorithms and troubleshooting methods. Live Grounding confirms that modern JVM optimizations, like ZGC, are critical for latency-sensitive cloud-native container workloads. It aids performance @@ -261508,8 +271724,8 @@ https://www.java-success.com/java-garbage-collection-interview-questions-and-ans v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.java-success.com/microservices-interview-questions: + addition_method: manual content_hash: 0c1f863b22a0239e0b709b8e9ace020745dd25c90541879081ae46e9d6ae2612 health_score: 100.0 last_checked: 1779130495.009537 @@ -261521,8 +271737,8 @@ https://www.java-success.com/microservices-interview-questions: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://www.java-success.com/writing-low-latency-applications-in-java: + addition_method: manual ai_summary: Curator Insight highlights Java low-latency design, targeting memory structures and thread scheduling. Live Grounding indicates that microsecond execution requirements require garbage-free allocation and lock-free thread patterns. It @@ -261551,8 +271767,8 @@ https://www.java-success.com/writing-low-latency-applications-in-java: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.java67.com/2016/05/how-to-use-multiple-threads-in-java.html: + addition_method: manual content_hash: dff4d9d003816a76c63039c246430905b54fd19e615b77febebbd9a19500965e description: '' health_score: 100.0 @@ -261569,8 +271785,8 @@ https://www.java67.com/2016/05/how-to-use-multiple-threads-in-java.html: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.java67.com/2018/11/top-10-spring-framework-annotations-for-java-developers.html: + addition_method: manual content_hash: ce36c63dd60f950f9a24883bbc09b22afb0bd5b690434630078e41af125242fc description: '' health_score: 100.0 @@ -261587,8 +271803,8 @@ https://www.java67.com/2018/11/top-10-spring-framework-annotations-for-java-deve v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.java67.com/2021/02/microservices-interview-questions-answers-java-spring.html: + addition_method: manual ai_summary: Curator Insight presents Spring Boot and Spring Cloud interview questions focusing on service discovery and gateway design. Live Grounding confirms that distributed pattern design is a prerequisite for enterprise system architects. @@ -261618,8 +271834,8 @@ https://www.java67.com/2021/02/microservices-interview-questions-answers-java-sp v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.java67.com/2021/10/how-to-set-logging-level-in-spring-boot-.html: + addition_method: manual content_hash: de55e899545691e12210f94f1856dd1e38058c55323cc58c969c2ccc8d91530e description: '' health_score: 100.0 @@ -261636,8 +271852,8 @@ https://www.java67.com/2021/10/how-to-set-logging-level-in-spring-boot-.html: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.java67.com/2022/07/10-best-free-git-courses-and-tutorials.html: + addition_method: manual ai_summary: Curated inventory containing free educational tracks and online bootcamps for learning fundamental Git operations. Covers platforms ranging from YouTube to Udemy, targeting rapid engineering onboarding. @@ -261666,8 +271882,8 @@ https://www.java67.com/2022/07/10-best-free-git-courses-and-tutorials.html: v2_locations: - git.md year: N/A - addition_method: manual https://www.javaadvent.com/2021/12/you-need-more-than-containers-a-short-history-of-the-mess-were-in.html: + addition_method: manual content_hash: 68abe55c9044d85ca42882a80fcefd6d791b4ffaa502cc60f5e1f864b0fc8227 description: '' health_score: 100.0 @@ -261684,8 +271900,8 @@ https://www.javaadvent.com/2021/12/you-need-more-than-containers-a-short-history v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.javacodegeeks.com/2014/12/on-heap-vs-off-heap-memory-usage.html: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029113.091761 @@ -261695,8 +271911,8 @@ https://www.javacodegeeks.com/2014/12/on-heap-vs-off-heap-memory-usage.html: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md - addition_method: manual https://www.javacodegeeks.com/2015/09/mongodb-a-scalable-nosql-db.html: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033794.803889 @@ -261706,8 +271922,8 @@ https://www.javacodegeeks.com/2015/09/mongodb-a-scalable-nosql-db.html: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://www.javacodegeeks.com/2015/10/nosql-vs-sql.html: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033129.754508 @@ -261717,8 +271933,8 @@ https://www.javacodegeeks.com/2015/10/nosql-vs-sql.html: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://www.javacodegeeks.com/2019/02/spring-framework-architecture.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -261732,8 +271948,8 @@ https://www.javacodegeeks.com/2019/02/spring-framework-architecture.html: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.javacodegeeks.com/2021/08/the-case-against-ci-cd.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -261747,8 +271963,8 @@ https://www.javacodegeeks.com/2021/08/the-case-against-ci-cd.html: v2_locations: - cicd.md year: N/A - addition_method: manual https://www.javacodegeeks.com/2023/03/infrastructure-as-code-best-tools-for-2023-included.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -261762,8 +271978,8 @@ https://www.javacodegeeks.com/2023/03/infrastructure-as-code-best-tools-for-2023 v2_locations: - iac.md year: N/A - addition_method: manual https://www.javaguides.net/2018/06/maven-cheat-sheet.html: + addition_method: manual content_hash: 719eed825857984ece3db64e96e23d29ba59896d49d5a459fca7426f33c9b2b5 description: '' health_score: 100.0 @@ -261779,8 +271995,8 @@ https://www.javaguides.net/2018/06/maven-cheat-sheet.html: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.javaguides.net/2018/10/java-main-method-interview-questions-with-answers.html: + addition_method: manual ai_summary: Curator Insight analyzes Java main method syntax, execution, and class loading mechanisms. Live Grounding shows that foundational class-loading theory remains relevant for debugging runtime classpath collisions. This legacy resource @@ -261809,8 +272025,8 @@ https://www.javaguides.net/2018/10/java-main-method-interview-questions-with-ans v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.javaguides.net/2022/07/event-driven-microservices-using-spring-boot-and-apache-kafka.html?spref=tw: + addition_method: manual content_hash: f26b0687b1753b4838a0bac8905e956aa25121da12fe391f1f9600b99020781a description: '' health_score: 100.0 @@ -261826,8 +272042,8 @@ https://www.javaguides.net/2022/07/event-driven-microservices-using-spring-boot- v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.javaguides.net/2022/10/spring-boot-microservices-spring-cloud-api-gateway.html: + addition_method: manual content_hash: 4e6bb7128c466ee435640cc40963ee76e8afb8b48c22f5eecd5a6e3a0f4afb48 description: '' health_score: 100.0 @@ -261843,8 +272059,8 @@ https://www.javaguides.net/2022/10/spring-boot-microservices-spring-cloud-api-ga v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.javaguides.net/2023/03/spring-boot-3-rest-api-documentation.html: + addition_method: manual content_hash: 0f0f7bd4ce14114e6af6b6dec111df6af0dcf66695fb630eb7e58be690ffd3c0 description: '' health_score: 100.0 @@ -261860,16 +272076,16 @@ https://www.javaguides.net/2023/03/spring-boot-3-rest-api-documentation.html: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.javamonamour.org/2018/11/java-showsettings.html: + addition_method: manual content_hash: 9750ca0c5bd6b4b4fd0b44820d0cd04a2de74e83355368399592eb8d43e0206c health_score: 100.0 last_checked: 1779033243.656688 needs_ai_refresh: true v1_locations: - docs/jvm-parameters-matrix-table.md - addition_method: manual https://www.jbang.dev: + addition_method: manual ai_summary: A CLI tool allowing Java developers to run single-file source code programs as executable scripts, handling dependency fetching on-the-fly without heavy project setups. @@ -261897,8 +272113,8 @@ https://www.jbang.dev: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://www.jeffgeerling.com/blog/2018/testing-your-ansible-roles-molecule: + addition_method: manual content_hash: eb746e16a73fda7fdcd004c2a48648855b89300eaf57e3d6a487a60e26728a85 description: '' health_score: 100.0 @@ -261914,8 +272130,8 @@ https://www.jeffgeerling.com/blog/2018/testing-your-ansible-roles-molecule: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.jeffgeerling.com/blog/2020/everyone-might-be-cluster-admin-your-kubernetes-cluster: + addition_method: manual ai_summary: Jeff Geerling discusses the severe security implications of misconfigured RBAC (Role-Based Access Control) in Kubernetes. He highlights how default installations can inadvertently grant cluster-admin privileges to arbitrary service accounts, @@ -261943,8 +272159,8 @@ https://www.jeffgeerling.com/blog/2020/everyone-might-be-cluster-admin-your-kube v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.jenkins.io: + addition_method: manual content_hash: 77958e189c5ea2c73eae5f9a39766bf2fca026e20ed4fb38f45a32f73c7f68b7 description: '' health_score: 100.0 @@ -261961,8 +272177,8 @@ https://www.jenkins.io: - jenkins.md - ansible.md year: N/A - addition_method: manual https://www.jenkins.io/blog/2016/11/21/gc-tuning: + addition_method: manual ai_summary: Landmark analytical study detailing optimized GC settings for massive scale Jenkins controller instances. 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Covers multi-module project structures, lifecycle phase execution, and custom plugin integration to maximize @@ -262779,8 +272995,8 @@ https://www.jetbrains.com/help/idea/maven-support.html: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://www.jetbrains.com/help/teamcity/storing-project-settings-in-version-control.html: + addition_method: manual content_hash: 111e3eb4db4f12d123a6a55faa5135d3542ada04abd7e3db15a3a2706acb37e9 description: '' health_score: 100.0 @@ -262796,8 +273012,8 @@ https://www.jetbrains.com/help/teamcity/storing-project-settings-in-version-cont v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://www.jetbrains.com/teamcity: + addition_method: manual content_hash: 045da79f702ebbf8581ce089167fdefd4b52d9349a4c396004b433a4bad536fc description: '' health_score: 100.0 @@ -262813,8 +273029,8 @@ https://www.jetbrains.com/teamcity: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://www.jetstack.io/blog/cert-manager-gateway-api-traefik-guide: + addition_method: manual content_hash: e0194872029ad15d89c885f2d17b11deec720e5cedd8cc7c53177a0cf2245564 description: '' health_score: 100.0 @@ -262826,8 +273042,8 @@ https://www.jetstack.io/blog/cert-manager-gateway-api-traefik-guide: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://www.jetstack.io/blog/cert-manager-istio-integration: + addition_method: manual content_hash: e0194872029ad15d89c885f2d17b11deec720e5cedd8cc7c53177a0cf2245564 description: '' health_score: 100.0 @@ -262838,8 +273054,8 @@ https://www.jetstack.io/blog/cert-manager-istio-integration: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.jfrog.com/confluence/display/JFROG/Kubernetes+Helm+Chart+Repositories: + addition_method: manual content_hash: 3c334d5320e44ff111609e97f2d1bb75da83b7cccf4cd9d6c10bc9abbac73aa4 description: '' health_score: 100.0 @@ -262849,8 +273065,8 @@ https://www.jfrog.com/confluence/display/JFROG/Kubernetes+Helm+Chart+Repositorie v1_locations: - docs/registries.md year: N/A - addition_method: manual https://www.jhipster.tech: + addition_method: manual ai_summary: JHipster is a premier development platform to quickly generate, develop, and deploy modern web applications and microservice architectures. It automates containerization, CI/CD templates, and frontend-backend binding. @@ -262877,8 +273093,8 @@ https://www.jhipster.tech: v2_locations: - scaffolding.md year: N/A - addition_method: manual https://www.jimangel.io/posts/nvidia-rtx-gpu-kubernetes-setup: + addition_method: manual content_hash: 58985efaddc6beea60463bf39dc8bcebf2a33c1454928b32913cacd5899f710a description: '' health_score: 100.0 @@ -262894,8 +273110,8 @@ https://www.jimangel.io/posts/nvidia-rtx-gpu-kubernetes-setup: v2_locations: - mlops.md year: N/A - addition_method: manual https://www.jimangel.io/posts/self-updating-gitops: + addition_method: manual content_hash: bc450f0cc78dce7ff70ec101b13c0ccfe98a6725da668c3af265d501dd227a8e health_score: 100.0 last_checked: 1779130494.934272 @@ -262906,8 +273122,8 @@ https://www.jimangel.io/posts/self-updating-gitops: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://www.jitendrazaa.com/blog/java/create-soap-message-using-java: + addition_method: manual content_hash: 816df781e0e1364c0ceb037431c79bc1b8080832eec1caaae036560df5aa0230 health_score: 100.0 last_checked: 1779032215.243528 @@ -262919,8 +273135,8 @@ https://www.jitendrazaa.com/blog/java/create-soap-message-using-java: - docs/api.md v2_locations: - api.md - addition_method: manual https://www.journaldev.com/33645/maven-commands-options-cheat-sheet: + addition_method: manual content_hash: 79957063fe9de1e5d0aead4cc2646b803727fa5d2d108fa4f1263611b7a86431 description: '' health_score: 100.0 @@ -262931,15 +273147,15 @@ https://www.journaldev.com/33645/maven-commands-options-cheat-sheet: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://www.journaldunet.com/web-tech/cloud/1492047-comment-kubernetes-perce-les-frontieres-du-cloud: + addition_method: manual content_hash: 0bf95aec70b29cf943f2cb7f1d76746d7af9d8e39953d5ea1c4f5c9773f0cf7d health_score: 100.0 last_checked: 1779033329.448183 v1_locations: - docs/kubernetes.md - addition_method: manual https://www.jrebel.com/blog/git-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -262953,8 +273169,8 @@ https://www.jrebel.com/blog/git-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.jrebel.com/blog/maven-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -262968,8 +273184,8 @@ https://www.jrebel.com/blog/maven-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.jrebel.com/blog/top-10-jenkins-plugins-and-features: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -262983,8 +273199,8 @@ https://www.jrebel.com/blog/top-10-jenkins-plugins-and-features: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.json.org/json-en.html: + addition_method: manual ai_summary: The authoritative portal detailing the RFC 8259 JSON serialization standard. Features base specifications, language mappings, and grammar definitions critical for constructing compliant serialization libraries. @@ -263012,8 +273228,8 @@ https://www.json.org/json-en.html: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://www.juanonlab.com/blog/es/dashboards-de-kibana: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -263027,8 +273243,8 @@ https://www.juanonlab.com/blog/es/dashboards-de-kibana: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.justingarrison.com/blog/2021-07-11-github-url-hacks: + addition_method: manual content_hash: 8019755987c3c4c444862a977b02e1ad44abb712884387c4a751ef9a165b08cb description: '' health_score: 100.0 @@ -263039,8 +273255,8 @@ https://www.justingarrison.com/blog/2021-07-11-github-url-hacks: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://www.justinpolidori.it/posts/20220116_sign_images_with_cosign_and_verify_with_gatekeeper: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -263054,8 +273270,8 @@ https://www.justinpolidori.it/posts/20220116_sign_images_with_cosign_and_verify_ v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.justinpolidori.it/posts/20220611_vcluster_auth: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -263070,8 +273286,8 @@ https://www.justinpolidori.it/posts/20220611_vcluster_auth: v2_locations: - rancher.md year: N/A - addition_method: manual https://www.k8gb.io: + addition_method: manual content_hash: bcf21be7427446d887632bceeed8604d755c7bc49c4a6e841709cab0b85f6af0 description: '' health_score: 100.0 @@ -263089,8 +273305,8 @@ https://www.k8gb.io: - kubernetes-networking.md - kubernetes-tools.md year: N/A - addition_method: manual https://www.k8sref.io: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -263106,8 +273322,42 @@ https://www.k8sref.io: - cheatsheets.md - kubernetes.md year: N/A - addition_method: manual +https://www.kaggle.com: + addition_method: automatic + ai_summary: As the premier crowdsourced benchmark and competitive machine learning + platform, Kaggle serves as a critical testing ground for model evaluation, collaborative + notebooks, and diverse open datasets. The platform supports containerized compute + kernels, TPU/GPU acceleration environments, and rigorous validation metrics for + testing deep learning architectures. It acts as an essential repository for data + pipelines, model benchmarking, and modern AI engineering pipelines. + category: ai-agents-mcp + complexity: intermediate + content_hash: 9a67dca874ef2bbcff8c73e773b5b2613b40dbbe6edcfe25d90322e276f8fcbd + description: Discover what actually works in AI. Join millions of builders, researchers, + and labs evaluating agents, models, and frontier technology through crowdsourced + benchmarks, competitions, and hackathons. + hierarchy: + - Data Science + - Machine Learning + - Platform + is_microservice: false + language: en + last_checked: 1780352561.468455 + reputation_status: Vetted + reputation_summary: Industry-standard platform owned by Google, widely recognized + as the premier venue for competitive data science and machine learning research. + resource_type: platform + social_preview_url: https://www.kaggle.com/static/images/logos/kaggle-logo-opengraph.png + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + title: 'Kaggle: The World''s AI Proving Ground' + year: '2010' https://www.kaggle.com/competitions: + addition_method: manual content_hash: 8de4817900531ed293e66df15143c6f602564a9a7e39628e97970e4ee564bf87 description: '' health_score: 100.0 @@ -263123,8 +273373,8 @@ https://www.kaggle.com/competitions: v2_locations: - mlops.md year: N/A - addition_method: manual https://www.kaggle.com/datasets/rkiattisak/sports-car-prices-dataset: + addition_method: manual content_hash: 8de4817900531ed293e66df15143c6f602564a9a7e39628e97970e4ee564bf87 description: '' health_score: 100.0 @@ -263140,9 +273390,9 @@ https://www.kaggle.com/datasets/rkiattisak/sports-car-prices-dataset: v2_locations: - mlops.md year: N/A - addition_method: manual ? https://www.kai-waehner.de/blog/2020/06/09/apache-kafka-versus-apache-pulsar-event-streaming-comparison-features-myths-explored -: ai_summary: A detailed technical breakdown comparing Apache Kafka and Apache Pulsar. +: addition_method: manual + ai_summary: A detailed technical breakdown comparing Apache Kafka and Apache Pulsar. Evaluates performance benchmarks, architecture complexities, replication topologies, and real-world deployment challenges. complexity: Advanced @@ -263169,8 +273419,8 @@ https://www.kaggle.com/datasets/rkiattisak/sports-car-prices-dataset: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.kai-waehner.de/blog/2021/03/10/apache-kafka-app-modernization-legacy-hybrid-cloud-native-architecture: + addition_method: manual ai_summary: Examines legacy migration models utilizing Apache Kafka as an integration buffer. Discusses streaming events between on-prem mainframe systems and agile cloud-native microservices with zero downtime. @@ -263198,8 +273448,8 @@ https://www.kai-waehner.de/blog/2021/03/10/apache-kafka-app-modernization-legacy v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.kai-waehner.de/blog/2021/03/15/apache-kafka-mqtt-sparkplug-iot-blog-series-part-1-of-5-overview-comparison: + addition_method: manual ai_summary: A systematic deep dive comparing MQTT brokers to Kafka. Reviews how to build end-to-end telemetry systems, deploying MQTT at the edge for lightweight transport and Kafka at the core for analytical streaming. @@ -263226,8 +273476,8 @@ https://www.kai-waehner.de/blog/2021/03/15/apache-kafka-mqtt-sparkplug-iot-blog- v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka: + addition_method: manual ai_summary: 'Curator Insight: Essential architectural review pointing out Kafka anti-patterns. Live Grounding: Evaluates hard constraints of Kafka, comparing it against traditional message queues (RabbitMQ), data warehouses, and API gateways. @@ -263255,9 +273505,9 @@ https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka: v2_locations: - message-queue.md year: N/A - addition_method: manual ? https://www.kai-waehner.de/blog/2022/01/28/when-to-use-apache-camel-vs-apache-kafka-for-etl-application-integration-event-streaming -: ai_summary: Examines the complementarity and core differences between Apache Camel +: addition_method: manual + ai_summary: Examines the complementarity and core differences between Apache Camel (an integration framework implementing Enterprise Integration Patterns) and Apache Kafka (a distributed streaming platform). It outlines architectures where Camel acts as a producer/consumer or edge connector for Kafka pipelines. @@ -263285,8 +273535,8 @@ https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.kai-waehner.de/blog/2022/05/12/comparison-jms-api-message-broker-mq-vs-apache-kafka: + addition_method: manual ai_summary: Details the technical tradeoffs, design limitations, and complementary features of JMS broker specifications versus Apache Kafka. It assists system engineers in distinguishing transaction-heavy classic queuing requirements from massive @@ -263315,8 +273565,8 @@ https://www.kai-waehner.de/blog/2022/05/12/comparison-jms-api-message-broker-mq- v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.kamilgrzybek.com/blog/posts/modular-monolith-primer: + addition_method: manual content_hash: ddbe70f44f67ed39a971d80d481ad4921e91fdcc327b594e6eee295695a42a66 health_score: 100.0 last_checked: 1779130494.933163 @@ -263327,8 +273577,8 @@ https://www.kamilgrzybek.com/blog/posts/modular-monolith-primer: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.kamilgrzybek.com/design/modular-monolith-primer: + addition_method: manual content_hash: 20c18f9c8648af9693fc4ef41cb739f6e65c6468af14ef6400c0961d8171e438 description: '' health_score: 100.0 @@ -263339,15 +273589,15 @@ https://www.kamilgrzybek.com/design/modular-monolith-primer: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.kanister.io: + addition_method: manual content_hash: 7f299c7a843596c28008318f7278ba72f239509982be2e93cbda49d20d242fee health_score: 100.0 last_checked: 1779130494.933897 v1_locations: - docs/kubernetes-backup-migrations.md - addition_method: manual https://www.kasten.io: + addition_method: manual content_hash: 0569e579bbbc818d77cc8f188548c39d40855e908378a2625088196fe9f34e26 description: '' health_score: 100.0 @@ -263358,8 +273608,8 @@ https://www.kasten.io: v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://www.kasten.io/kubernetes/resources/books/kubernetes-backup-and-dr-for-dummies: + addition_method: manual content_hash: d2bc9b0a36cc413edab1e4d0813d8166c371e8b23e4e10843a6ad26da6b969cc description: '' health_score: 100.0 @@ -263370,8 +273620,8 @@ https://www.kasten.io/kubernetes/resources/books/kubernetes-backup-and-dr-for-du v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://www.katacoda.com: + addition_method: manual ai_summary: Formerly the premier interactive browser-based terminal platform for testing and learning Kubernetes, Docker, and Linux configuration on-demand. Live Grounding indicates the platform was retired by O'Reilly, rendering it a legacy @@ -263403,8 +273653,8 @@ https://www.katacoda.com: - openshift.md - kubernetes-tutorials.md year: N/A - addition_method: manual https://www.kateyes.co.uk: + addition_method: manual content_hash: 4c4792f842d0b1eb9a41bec3ddb871d3093e445897441d6eadc1411c7f7cc1d7 description: '' health_score: 100.0 @@ -263419,8 +273669,8 @@ https://www.kateyes.co.uk: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.html: + addition_method: manual ai_summary: A detailed walk-through detailing how to package, deploy, and execute a Python-based machine learning inference pipeline as a containerized service on AWS Fargate. It presents patterns for loading model weights dynamically and @@ -263449,8 +273699,8 @@ https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.h v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://www.kdnuggets.com/2021/02/deploy-flask-api-kubernetes-connect-micro-services.html: + addition_method: manual content_hash: ba621d739485a739e124651c8d4575b3738a996a2bcbbd985d09f6f27f2409cd description: '' health_score: 100.0 @@ -263467,8 +273717,8 @@ https://www.kdnuggets.com/2021/02/deploy-flask-api-kubernetes-connect-micro-serv v2_locations: - python.md year: N/A - addition_method: manual https://www.kdnuggets.com/2021/09/build-database-using-python.html: + addition_method: manual content_hash: ad777e77c8c535d2159466bcbc1e1f10530f081d06a537ebfcc57ea856baa739 description: '' health_score: 100.0 @@ -263484,8 +273734,8 @@ https://www.kdnuggets.com/2021/09/build-database-using-python.html: v2_locations: - python.md year: N/A - addition_method: manual https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-1.html: + addition_method: manual content_hash: 81329c7fc61b0f62da36d705fdbcffdd3adac932b03b60bd8c7d12498eda6a52 description: '' health_score: 100.0 @@ -263502,8 +273752,8 @@ https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets- v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html: + addition_method: manual content_hash: ffd93e10c5761e4e234e9dea35ca407562ea9bb38657a3c19a12197013a6f93f description: '' health_score: 100.0 @@ -263520,8 +273770,8 @@ https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets- v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.kedify.io/blog-posts/prometheus-and-kubernetes-horizontal-pod-autoscaler-dont-talk-keda-does: + addition_method: manual content_hash: 6a5e9c2c0229a4f17f12d7d4c8d442e239f588a7595b0a0c345aea6faac14be9 description: '' health_score: 100.0 @@ -263533,8 +273783,8 @@ https://www.kedify.io/blog-posts/prometheus-and-kubernetes-horizontal-pod-autosc v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.kedify.io/resources/blog/prometheus-and-kubernetes-horizontal-pod-autoscaler-dont-talk-keda-does: + addition_method: manual content_hash: 31ca0498d5f36cc1f3a315c37522dd97da07b91f4dad3d4786d3e6134ce304c0 health_score: 100.0 last_checked: 1779130494.99619 @@ -263546,8 +273796,8 @@ https://www.kedify.io/resources/blog/prometheus-and-kubernetes-horizontal-pod-au - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://www.keptn.sh: + addition_method: manual content_hash: 9477bda98666b2af191b0c19be02d45bd8507e08b7fc5200316530582f7cd9fa description: '' health_score: 100.0 @@ -263558,9 +273808,9 @@ https://www.keptn.sh: v1_locations: - docs/keptn.md year: N/A - addition_method: manual ? https://www.kevinrchant.com/2021/09/14/t-sql-tuesday-142-introducing-my-azure-devops-templates-for-data-platform-deployments -: content_hash: 89a1c268d199527aa9505a68ba209441fc92da68773520a6a98cf89ccca83ec1 +: addition_method: manual + content_hash: 89a1c268d199527aa9505a68ba209441fc92da68773520a6a98cf89ccca83ec1 description: '' health_score: 100.0 last_checked: 1779031605.74751 @@ -263571,8 +273821,8 @@ https://www.keptn.sh: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://www.kevinrchant.com/2021/09/16/increase-in-demand-for-data-platform-automation: + addition_method: manual content_hash: 9b5203cf53459440a130587e5d46729d7fcaa1be2dbd8f15d02fbad8a6cdae45 description: '' health_score: 100.0 @@ -263588,8 +273838,8 @@ https://www.kevinrchant.com/2021/09/16/increase-in-demand-for-data-platform-auto v2_locations: - azure.md year: N/A - addition_method: manual https://www.keycloak.org: + addition_method: manual ai_summary: Keycloak is an enterprise-grade open-source identity and access management solution supporting OpenID Connect, OAuth 2.0, and SAML 2.0. It offers single sign-on, identity brokering, user federation via LDAP/Active Directory, and a @@ -263617,8 +273867,8 @@ https://www.keycloak.org: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.khanacademy.org: + addition_method: manual ai_summary: An elite, non-profit academic platform delivering foundational instruction across core sciences and introductory algorithms. Essential for computer science math prerequisites. @@ -263645,8 +273895,8 @@ https://www.khanacademy.org: v2_locations: - elearning.md year: N/A - addition_method: manual https://www.kiali.io: + addition_method: manual content_hash: 9582ab3a0a0e5183c976919470e482b57b2913e2d532eb45e0d8109a070dd269 description: '' health_score: 100.0 @@ -263657,8 +273907,8 @@ https://www.kiali.io: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.kie.org: + addition_method: manual content_hash: 16242b6f913556ba65b73fc1e8332a4f61d88af87adab213d136d6222eba0941 health_score: 100.0 last_checked: 1779130495.02995 @@ -263669,8 +273919,8 @@ https://www.kie.org: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://www.kite.com: + addition_method: manual content_hash: bf3841db325d22611269c3e46761d26b9a568edc24c5f5c549fc1449b0fbf6bd description: '' health_score: 100.0 @@ -263681,8 +273931,8 @@ https://www.kite.com: v1_locations: - docs/python.md year: N/A - addition_method: manual https://www.kitploit.com/2021/12/mesh-kridik-open-source-security.html: + addition_method: manual content_hash: a8e93b71700fdb2c085ee2c69466a835ff6c1ee43d1c20e1e7568738db5b0263 description: '' health_score: 100.0 @@ -263693,8 +273943,8 @@ https://www.kitploit.com/2021/12/mesh-kridik-open-source-security.html: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.konveyor.io: + addition_method: manual content_hash: 0d5c99ff16beef0fc62bf09fe36f224c11e645ac4d96b780c941a939dbabcc16 description: '' health_score: 100.0 @@ -263706,8 +273956,8 @@ https://www.konveyor.io: - docs/kubernetes-backup-migrations.md - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.koyeb.com/blog/service-mesh-and-microservices-improving-network-management-and-observability: + addition_method: manual content_hash: 834905439ac403ff4aa074531a253fbb5c973f7a52afec4471c2ea071e0887eb description: '' health_score: 100.0 @@ -263724,8 +273974,8 @@ https://www.koyeb.com/blog/service-mesh-and-microservices-improving-network-mana v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.kpi.org/KPI-Basics: + addition_method: manual content_hash: f511af359ab17527a207963b7b129c0d91d9798c32d8df247f533f461e42f5a7 health_score: 100.0 last_checked: 1779130494.935563 @@ -263739,8 +273989,8 @@ https://www.kpi.org/KPI-Basics: v2_locations: - monitoring.md - kubernetes-operators-controllers.md - addition_method: manual https://www.krakend.io: + addition_method: manual content_hash: 6a3e3068c86c08f220df43dbf789565b092df8329805695baeb5140c5df80fd8 description: '' health_score: 100.0 @@ -263756,8 +274006,8 @@ https://www.krakend.io: v2_locations: - developerportals.md year: N/A - addition_method: manual https://www.krakend.io/blog/krakend-framework-joins-the-linux-foundation: + addition_method: manual content_hash: 944b4d5d87689852c4a7c592f25a4d8b421acc43773f806e3803054018fa0372 description: '' health_score: 100.0 @@ -263773,8 +274023,8 @@ https://www.krakend.io/blog/krakend-framework-joins-the-linux-foundation: v2_locations: - developerportals.md year: N/A - addition_method: manual https://www.kristhecodingunicorn.com/post/aks-oauth2-proxy-with-nginx-ingress-controller: + addition_method: manual ai_summary: An in-depth configuration guide targeting NGINX Ingress controller annotations and OAuth2 Proxy settings. Synthesizes ingress routing flows with OpenID Connect (OIDC) identity providers to build secure, identity-aware application gateways @@ -263804,8 +274054,8 @@ https://www.kristhecodingunicorn.com/post/aks-oauth2-proxy-with-nginx-ingress-co v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.kristhecodingunicorn.com/post/k8s_nginx_oauth: + addition_method: manual ai_summary: Step-by-step implementation of OAuth 2.0 authentication offloaded to the AKS ingress layer. Contrasts standard microservice authentication overhead with an edge-routed proxy configuration using NGINX Ingress and OAuth2 Proxy, @@ -263829,8 +274079,8 @@ https://www.kristhecodingunicorn.com/post/k8s_nginx_oauth: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual https://www.ktail.de: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -263844,8 +274094,8 @@ https://www.ktail.de: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.kube-router.io: + addition_method: manual content_hash: 5158583dee0426aca4d744b49ae5da3153121d613f2bb316e4bcb1d2eef4c917 description: '' health_score: 100.0 @@ -263856,8 +274106,8 @@ https://www.kube-router.io: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://www.kubecost.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -263871,8 +274121,8 @@ https://www.kubecost.com: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.kubeflow.org: + addition_method: manual content_hash: 3ffb24e661e1c72a546f20b2e2ed81961d65034b61f9199b8b7bcf821a00e644 description: '' health_score: 100.0 @@ -263890,8 +274140,8 @@ https://www.kubeflow.org: - mlops.md - jenkins-alternatives.md year: N/A - addition_method: manual https://www.kubenatives.com/p/the-hidden-cpu-throttling-crisis: + addition_method: manual ai_summary: An in-depth analysis exposing the silent threat of CPU throttling inside Kubernetes clusters caused by rigid CFS quota management. Demonstrates how microservices suffer latency spikes even with low aggregate CPU consumption. @@ -263922,8 +274172,8 @@ https://www.kubenatives.com/p/the-hidden-cpu-throttling-crisis: - kubernetes-troubleshooting.md - monitoring.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/a-framework-for-kubernetes-incident-response: + addition_method: manual content_hash: 1936f227f4dddbb4398eaf0eaaf7eac148377326b2640a861b27929a3a732331 description: '' health_score: 100.0 @@ -263939,8 +274189,8 @@ https://www.kubermatic.com/blog/a-framework-for-kubernetes-incident-response: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/bringing-your-vms-to-kubernetes-with-kubevirt: + addition_method: manual content_hash: e7c5a7d03a3166d46140f4c0a62f23ffce61aea0c3aec1bf8aa03ef19b577ae7 description: '' health_score: 100.0 @@ -263956,8 +274206,8 @@ https://www.kubermatic.com/blog/bringing-your-vms-to-kubernetes-with-kubevirt: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/keeping-the-state-of-apps-1-introduction-to-volume-and-volumemounts: + addition_method: manual content_hash: eff48ec9b70508779dd7649fbf9a7bfbe602503037e2e133b1b01961a9aa4ab0 description: '' health_score: 100.0 @@ -263974,8 +274224,8 @@ https://www.kubermatic.com/blog/keeping-the-state-of-apps-1-introduction-to-volu v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/keeping-the-state-of-apps-5: + addition_method: manual content_hash: 09bb2c6e02380b71aa18ab03e108bb5516a9c932cc71db9a255d16a57849f4ec description: '' health_score: 100.0 @@ -263986,8 +274236,8 @@ https://www.kubermatic.com/blog/keeping-the-state-of-apps-5: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/keeping-the-state-of-apps-5-introduction-to-storage-classes: + addition_method: manual content_hash: b4576d46073e3bf7ed8d7df4e4213d1b3678986d9d3072770a9ae76960885e5e description: '' health_score: 100.0 @@ -264003,8 +274253,8 @@ https://www.kubermatic.com/blog/keeping-the-state-of-apps-5-introduction-to-stor v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/keeping-the-state-of-apps-6-introduction-to-statefulsets: + addition_method: manual content_hash: 80357a9a862cdeee5895f9dc17956d95f7318a6b31a2555eecd2d14c2534b88b health_score: 100.0 last_checked: 1779130494.942943 @@ -264015,8 +274265,8 @@ https://www.kubermatic.com/blog/keeping-the-state-of-apps-6-introduction-to-stat - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-2-introduction-to-secrets: + addition_method: manual ai_summary: Introduces key concepts of stateful configuration security. Analyzes how secrets are handled internally by API controllers and mounted securely on ephemeral container systems. @@ -264043,8 +274293,8 @@ https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-2-introduction-to v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-3-introduction-to-configmaps: + addition_method: manual content_hash: 73ffda9116e1abcb88e1869c2747bc90d635b295db53f0b6e50d6480aaec6376 description: '' health_score: 100.0 @@ -264061,8 +274311,8 @@ https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-3-introduction-to v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/the-complete-guide-to-kubernetes-metrics: + addition_method: manual ai_summary: A complete manual detailing metrics collection pathways in Kubernetes. Explores how the metrics pipeline aggregates metrics from cAdvisor, Kubelet, and API sources, explaining the roles of both metrics-server and custom prometheus @@ -264090,8 +274340,8 @@ https://www.kubermatic.com/blog/the-complete-guide-to-kubernetes-metrics: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/using-open-policy-agent-with-kubermatic: + addition_method: manual content_hash: e19d5a2b2d02ac8637c6a38de6cb1a030e942fb055abbcff71882d7ca0ca4764 description: '' health_score: 100.0 @@ -264107,8 +274357,8 @@ https://www.kubermatic.com/blog/using-open-policy-agent-with-kubermatic: v2_locations: - securityascode.md year: N/A - addition_method: manual https://www.kubermatic.com/blog/why-implementing-kubernetes-operators-is-a-good-idea: + addition_method: manual content_hash: 22bd370781c98f00c60359675dc5c85504c558c59e2ca7b8f6e21c59ede7d528 description: '' health_score: 100.0 @@ -264124,8 +274374,8 @@ https://www.kubermatic.com/blog/why-implementing-kubernetes-operators-is-a-good- v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.kubermatic.com/categories/kubernetes: + addition_method: manual content_hash: 7b6376dfafd624771d3a6f028acb59536f7b642c2d6ae42f7be5832d4658c393 description: '' health_score: 100.0 @@ -264136,8 +274386,8 @@ https://www.kubermatic.com/categories/kubernetes: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.kubermatic.com/resources/the-ultimate-checklist-for-running-kubernetes-in-production: + addition_method: manual content_hash: ba786ac50dc87dc7ce0c3dad97b661441fd421494506d34649df65644e5d2ef3 description: '' health_score: 100.0 @@ -264153,8 +274403,8 @@ https://www.kubermatic.com/resources/the-ultimate-checklist-for-running-kubernet v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.kubermatic.com/tags/kubernetes: + addition_method: manual content_hash: 112b0ad5a5b6de78279e2b31757c3ecb87cef30211d4b9e8aa01d0733af9f832 health_score: 100.0 last_checked: 1779130494.94579 @@ -264165,8 +274415,8 @@ https://www.kubermatic.com/tags/kubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.kubernetes.dev/docs/guide/github-workflow: + addition_method: manual ai_summary: Official guide explaining the massive, highly automated collaborative workflow used to orchestrate upstream Kubernetes contributions. Covers the intricate pull-request pipeline, PR testing gates, and branch rebasing protocols required @@ -264194,8 +274444,48 @@ https://www.kubernetes.dev/docs/guide/github-workflow: v2_locations: - git.md year: N/A - addition_method: manual +https://www.kubernetes.dev/resources/calendar: + addition_method: automatic + ai_summary: 'This is the official community calendar hosted by the CNCF and Kubernetes + contributor teams. It aggregates scheduled syncs and access links to coordinate + open-source development and technical collaboration across all global Special + Interest Groups. + + + * **Comprehensive SIG Schedules**: Connects developers to SIG-Network, SIG-Storage, + and community meetings. + + * **Operational Transparency**: Acts as a fundamental tool for organizing open-source + releases, roadmaps, and architecture reviews.' + category: cicd-kubernetes-plugins + complexity: Intermediate + content_hash: fb73b76f677be42606c3bfb611862a1d4383ea81e427743da0546a9151ff73ad + description: The unified schedule and directory of all Kubernetes SIG meetings, + working group synchronizations, and community sessions. + hierarchy: + - Kubernetes + - Community + - Contributor Resources + impact_score: 92 + is_microservice: false + language: en + last_checked: 1780401152.315797 + reputation_status: Vetted + reputation_summary: The official and authoritative calendar for the Kubernetes developer + and contributor community. Highly vetted and trusted. + resource_type: Tools + social_preview_url: '' + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: kubernetes + tags: + - '[DE FACTO STANDARD]' + - '[GUIDE]' + title: Kubernetes Community Contributors Calendar + year: '2026' https://www.kubestack.com: + addition_method: manual content_hash: 98b692c25a84bcad851e11f84788d55dd4e06cd4743eb06d8bd08ed6b04e6987 description: '' health_score: 100.0 @@ -264213,22 +274503,22 @@ https://www.kubestack.com: - gitops.md - terraform.md year: N/A - addition_method: manual https://www.kubestack.com/framework/documentation: + addition_method: manual content_hash: 563c221625415c5f9a29244f8e050dea00439ee53d5f150da35a35372b195ffa health_score: 100.0 last_checked: 1779031622.889468 v1_locations: - docs/gitops.md - addition_method: manual https://www.kubestack.com/framework/documentation/tutorial-build-local-lab: + addition_method: manual content_hash: 91d9e9c4eb35a5ad24db9beabde87e6db387175145be57748d6fba6ceeee8dd2 health_score: 100.0 last_checked: 1779029310.21337 v1_locations: - docs/gitops.md - addition_method: manual https://www.kubetools.io/kubernetes/kopylot-an-ai-powered-kubernetes-assistant-for-devops-developers: + addition_method: manual content_hash: 3080ed75412b97f6743b9495078cfe2e8107928c3b2bfdae3469d1fed214e8fd description: '' health_score: 100.0 @@ -264239,9 +274529,9 @@ https://www.kubetools.io/kubernetes/kopylot-an-ai-powered-kubernetes-assistant-f v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual ? https://www.kubetools.io/kubernetes/mastering-kubernetes-debugging-and-troubleshooting-with-kubeshark-real-time-visibility-query-language-service-map-and-integrations -: content_hash: b24b0d740acb97366262ea73dd2f5ddc417578a3032d833dfe2a777e6e95aa8c +: addition_method: manual + content_hash: b24b0d740acb97366262ea73dd2f5ddc417578a3032d833dfe2a777e6e95aa8c description: '' health_score: 100.0 last_checked: 1779029512.217292 @@ -264251,8 +274541,8 @@ https://www.kubetools.io/kubernetes/kopylot-an-ai-powered-kubernetes-assistant-f v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://www.kubetools.io/kubernetes/why-k9s-should-be-your-go-to-tool-for-kubernetes-management: + addition_method: manual content_hash: fb7fdbc71cb810ad04a33002e32adda0f4310c2c1d48e57a031b8c7bf620173e description: '' health_score: 100.0 @@ -264263,8 +274553,8 @@ https://www.kubetools.io/kubernetes/why-k9s-should-be-your-go-to-tool-for-kubern v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.kubeval.com: + addition_method: manual content_hash: f0f2c176a236b6caabf9ab83f726d97912c7fa94699240b11b40dbf6dc1c437b description: '' health_score: 100.0 @@ -264275,8 +274565,8 @@ https://www.kubeval.com: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://www.kubewarden.io/blog/2022/10/env-var-secrets: + addition_method: manual ai_summary: Demonstrates how to use Kubewarden admission policies to dynamically intercept and prevent container deployments containing plaintext secrets or API keys exposed in environment variables. 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docs/test-automation-frameworks.md year: N/A - addition_method: manual https://www.lambdatest.com/blog/what-is-jenkins: + addition_method: manual content_hash: fe271c39e88f9afeab30284cff9a7a3810a8f88a9447fc2fd7fb5aaaecf47a82 description: '' health_score: 100.0 @@ -264809,8 +275099,8 @@ https://www.lambdatest.com/blog/what-is-jenkins: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.lambdatest.com/blog/why-selenium-grid-is-ideal-for-automated-browser-testing: + addition_method: manual content_hash: afeda1ccc3013aeaf219b2a50661b41ea93fdb352d2f31817549210cd55aa660 description: '' health_score: 100.0 @@ -264821,8 +275111,8 @@ https://www.lambdatest.com/blog/why-selenium-grid-is-ideal-for-automated-browser v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://www.lambdatest.com/blog/why-you-need-build-automation-tools-for-selenium-automation-testing: + addition_method: manual content_hash: 64b40dfe866dfc86816d65bf0da1e844f86d670238bc59dd3dc9e5679c461bf2 description: '' health_score: 100.0 @@ -264834,8 +275124,8 @@ https://www.lambdatest.com/blog/why-you-need-build-automation-tools-for-selenium v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://www.lambdatest.com/learning-hub/jenkins: + addition_method: manual content_hash: 28871a02b3e2548416b29ecf3fb457d3e11d87b4528161ae110c7b96c29cc437 description: '' health_score: 100.0 @@ -264846,8 +275136,8 @@ https://www.lambdatest.com/learning-hub/jenkins: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.lambdatest.com/learning-hub/python-tutorial: + addition_method: manual content_hash: 7c95a5cf311ad04beadade74b62c08c300c33c3c5b8ca91f47baee44b95806f2 description: '' health_score: 100.0 @@ -264858,8 +275148,8 @@ https://www.lambdatest.com/learning-hub/python-tutorial: v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://www.lambdatest.com/learning-hub/selenium-4: + addition_method: manual content_hash: 8e8c10b9cab34cbf8cf4baa0c459f910c34a22a37b57f121f53322eb83f3fec1 description: '' health_score: 100.0 @@ -264870,8 +275160,8 @@ https://www.lambdatest.com/learning-hub/selenium-4: v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://www.lambdatest.com/learning-hub/selenium-locators: + addition_method: manual content_hash: a99a2986949e34d047069a22c3e413cfc3717e4d451460551a71a40027dfe16a description: '' health_score: 100.0 @@ -264882,8 +275172,8 @@ https://www.lambdatest.com/learning-hub/selenium-locators: v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://www.lambdatest.com/selenium: + addition_method: manual content_hash: 321bfa6d8014eced51431f7d6e40c9ab72fb54e5fe1d0f7165bfe81ba3726c45 description: '' health_score: 100.0 @@ -264894,8 +275184,8 @@ https://www.lambdatest.com/selenium: v1_locations: - docs/test-automation-frameworks.md year: N/A - addition_method: manual https://www.lastweekinaws.com/blog/17-more-ways-to-run-containers-on-aws: + addition_method: manual content_hash: 61a5673c15bd504211a78b14cb3078ec767ca1a987887d4c119aed2eeaf453b4 description: '' health_score: 100.0 @@ -264911,8 +275201,41 @@ https://www.lastweekinaws.com/blog/17-more-ways-to-run-containers-on-aws: v2_locations: - aws.md year: N/A - addition_method: manual +https://www.lastweekinaws.com/blog/i-hope-this-email-finds-you-before-i-do: + addition_method: automatic + ai_summary: A practical and witty write-up documenting the design of 'Billie the + Platypus,' an automated email evaluation agent running on AWS Lambda. Built via + Claude Code, the system implements a serverless workflow to parse and answer inbound + marketing pitches with technical sarcasm, showcasing rapid LLM prototyping in + modern cloud pipelines. + category: aws-serverless + complexity: Intermediate + content_hash: 0a80e295fae5300ec1a25f9ccceb71e73549942e85683b9a26d487fdd2b898cc + description: How Corey Quinn built 'Billie the Platypus,' an AI email triage assistant + with Claude Code running in an AWS Lambda function. + hierarchy: + - Amazon Web Services + - Serverless + - AI Integration + is_microservice: false + language: English + last_checked: 1780352581.792465 + reputation_status: Vetted + reputation_summary: Written by Corey Quinn, a prominent and respected figure in + the AWS ecosystem. Highly popular and vetted by the AWS/DevOps community. + resource_type: blog + social_preview_url: https://www.lastweekinaws.com/wp-content/uploads/2026/01/header-1768364958717.jpg + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[COMMUNITY-TOOL]' + - '[CASE STUDY]' + title: I Hope This Email Finds You Before I Do - Last Week in AWS + year: '2026' https://www.lastweekinaws.com/blog/reader-mailbag-is-ecs-deprecated: + addition_method: manual content_hash: c74bbdf293419249ae3f436ef5fa38c231865b3d85af5bffeab3343cee9f6615 description: '' health_score: 100.0 @@ -264928,8 +275251,159 @@ https://www.lastweekinaws.com/blog/reader-mailbag-is-ecs-deprecated: v2_locations: - kubernetes.md year: N/A - addition_method: manual +https://www.latent.space/p/ainews-cognition-raises-1b-in-26b: + addition_method: automatic + ai_summary: 'This detailed report analyzes the business and technical implications + of Cognition''s landmark $1B Series D round at a $26B valuation. It highlights + the staggering production scale of Devin, which now writes 89% of its own code + and generates $492M in ARR. + + + * **Autonomous Adoption**: Outlines enterprise workflows at major firms including + Mercedes-Benz and Goldman Sachs. + + * **Strategic Market Shift**: Evaluates the competitive dynamics between proprietary + agent labs and DIY open-source frameworks.' + category: ai-agents-mcp + complexity: Intermediate + content_hash: 45357df650a7384271c68f62e592008db2d99ebb0c98cf4edbc2dd3b815fd5de + description: An in-depth Latent Space editorial discussing Cognition's massive $1B + funding round at a $26B valuation and its implications for the autonomous coding + agent market. + hierarchy: + - Artificial Intelligence + - Industry News + - Funding + impact_score: 90 + is_microservice: false + language: en + last_checked: 1780401152.315675 + reputation_status: Vetted + reputation_summary: Highly trusted AI industry publication and podcast. The funding + and metric announcements for Cognition are confirmed by multiple reputable tech + news outlets. + resource_type: Article + social_preview_url: '' + source_provenance: X.com (swyx) + stars: 4 + status: online + suggested_new_category: ai + tags: + - '[EMERGING]' + - '[CASE STUDY]' + title: '[AINews] Cognition raises $1B in $26B Series D' + year: '2026' +https://www.latent.space/p/ainews-new-ai-infra-decacorns-fireworks: + addition_method: automatic + ai_summary: This edition of AINews tracks the massive scaling and funding rounds + of core AI infrastructure providers like Fireworks, Baseten, and OpenRouter. It + details the accelerating shift from raw model strength to model engineering harnesses, + detailing technical milestones such as vLLM's integration of a Rust-based frontend, + sparse attention mechanism optimizations for rapid prefill speeds, and long-context + agent memory designs. + category: ai-agents-mcp + complexity: Intermediate + content_hash: 171e670377e2c46a13681ba884d33ad2a0051bf5f769e7516a14b3e4d1d34d94 + description: Latent Space details massive funding in inference layers, focusing + on Fireworks, Baseten, and OpenRouter. + hierarchy: + - AI + - Infrastructure + - Inference Providers + is_microservice: false + language: en + last_checked: 1780352720.351868 + reputation_status: Vetted + reputation_summary: Reputable deep-dive newsletter from Latent Space. + resource_type: article + social_preview_url: '' + source_provenance: X.com (swyx) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + - CASE STUDY + title: 'New AI Infra decacorns: Fireworks, Baseten with OpenRouter on the way' + year: '2026' +https://www.latent.space/p/ainews-new-ai-infra-unicorns-exa: + addition_method: automatic + ai_summary: This edition of Latent Space's AINews chronicles a major capital influx + into the AI infrastructure layer, tracking milestone valuations for next-generation + search engine Exa, serverless GPU platform Modal, and real-time vector database + TurboPuffer. The synthesis covers architectural pivots such as NVIDIA's Gated + DeltaNet-2, the RAEv2 representation autoencoder framework, and the broader shift + toward agent-native infrastructure. It provides deep analytical insights into + the commercial viability and operational scale of modern AI hardware and middleware + deployments. + category: ai-agents-mcp + complexity: intermediate + content_hash: ea75601d28627070d196eea2c3c5bc634062f5beea3bdda9455f36ae40cd1c22 + description: A recap of significant fundraises, engineering updates, and AI infrastructure + milestones, highlighting new unicorns Exa, Modal, and TurboPuffer. + hierarchy: + - Artificial Intelligence + - AI Infrastructure + - Industry Analysis + - Funding News + is_microservice: false + language: en + last_checked: 1780352454.119694 + reputation_status: Vetted + reputation_summary: Highly reputable AI newsletter and podcast covering frontier + developments in machine learning infrastructure and agentic workflows. + resource_type: article + social_preview_url: '' + source_provenance: X.com (swyx) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: '[AINews] New AI Infra unicorns: Exa, Modal, TurboPuffer' + year: '2026' +https://www.latent.space/p/video-agents: + addition_method: automatic + ai_summary: '### Curator Insight + + This podcast episode provides a rare look into the engineering and design choices + behind xAI''s Grok Imagine video model. Swyx and Alessio Fanelli interview Ethan + He, detailing how the team built a multimodal video generator in three months. + The discussion contrasts one-shot video generation with predictive world models, + arguing that true video agents require an LLM-driven planning and critiquing loop + rather than simply training on raw video datasets. This highlights a shift toward + agentic workflows for content synthesis and simulation.' + category: ai-agents-mcp + complexity: Advanced + content_hash: 43fe626e54d23824c77e3fce8ff2fce0f9d7a1ae28c63d651f16a1b55604f16a + description: An interview-driven architectural deep-dive with Ethan He, Grok Imagine + Lead at xAI, discussing the evolution from video generation to autonomous video-based + agent workflows. + hierarchy: + - Artificial Intelligence + - Generative AI + - Multimodal Video Agents + impact_score: 92 + is_microservice: false + language: English + last_checked: 1780401702.548842 + reputation_status: Vetted + reputation_summary: Highly-regarded deep-tech podcast by Swyx and Alessio Fanelli. + The episode provides exceptional engineering insights straight from the lead of + xAI Grok Imagine, with excellent reception on Hacker News and across the AI engineering + community. + resource_type: Podcast / Article + social_preview_url: '' + source_provenance: X.com (swyx) + stars: 4 + status: online + suggested_new_category: '' + tags: + - EMERGING + title: Why Video Agent Models are Next — Ethan He, xAI Grok Imagine + year: '2026' https://www.lavanguardia.com/economia/20201014/484036217179/transformacion-digital-empresas-foncillas-pf-video-seo-lv.html: + addition_method: manual content_hash: c8f917650c1395cab1f2d2041c9fbfb615712f9bff4e89267338b1ac838c5e9e description: '' health_score: 100.0 @@ -264945,8 +275419,8 @@ https://www.lavanguardia.com/economia/20201014/484036217179/transformacion-digit v2_locations: - introduction.md year: N/A - addition_method: manual https://www.lavanguardia.com/economia/20220223/8075492/liderazgo-empresa-jefes-empleados-cercania-decisiones.html: + addition_method: manual content_hash: c6f6635d3bd41aa9a0328cc28a947700bc81d22269ae82ce31ad84d22b7ee170 description: '' health_score: 100.0 @@ -264963,9 +275437,9 @@ https://www.lavanguardia.com/economia/20220223/8075492/liderazgo-empresa-jefes-e v2_locations: - project-management-methodology.md year: N/A - addition_method: manual ? https://www.lavanguardia.com/economia/20230414/8895371/ingeniero-machine-learning-e-ingeniero-datos-profesiones-emergentes-mas-demandadas-espana.html -: ai_summary: Market research report exploring the explosive demand for Machine Learning +: addition_method: manual + ai_summary: Market research report exploring the explosive demand for Machine Learning Engineers and Data Engineers within the Spanish technology sector. It provides insights into curriculum choices, salary benchmarks, and the integration of data engineering pipelines in enterprise architectures. [SPANISH CONTENT] @@ -264993,8 +275467,8 @@ https://www.lavanguardia.com/economia/20220223/8075492/liderazgo-empresa-jefes-e v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.lavanguardia.com/vivo/20211113/7856878/cualidades-mas-valoran-empleados-jefe-pmv.html: + addition_method: manual content_hash: 6656b612c751c45a8facabedb51fd0888e8409c0e6c94226db41f40452bead37 description: '' health_score: 100.0 @@ -265010,8 +275484,8 @@ https://www.lavanguardia.com/vivo/20211113/7856878/cualidades-mas-valoran-emplea v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.lavanguardia.com/vivo/psicologia/20220225/8079133/trabajo-laboral-jefe-talento-trabajadores-nbs.html: + addition_method: manual ai_summary: Delineates behavioral markers of toxic managers who systematically drive away high-performing software engineering and product talent. Focuses on the psychology of micro-management, lack of emotional intelligence, and refusal to grant structural @@ -265040,8 +275514,47 @@ https://www.lavanguardia.com/vivo/psicologia/20220225/8079133/trabajo-laboral-je v2_locations: - recruitment.md year: N/A - addition_method: manual +https://www.learnawsiam.com: + addition_method: automatic + ai_summary: 'Inspired by ''Learn Git Branching'', Learn AWS IAM is a high-density, + interactive educational application that parses and simulates complex AWS IAM + policy evaluation rules directly in the browser. Using 12 puzzle-oriented levels, + it provides hands-on mastery over identity policies, resource policies, tag-based + ABAC, SCPs, and permissions boundaries. + + + * Leverages ReactFlow and XState to visually illustrate non-intuitive access flows. + + * Provides a native JSON editor with real-time evaluation feedback without requiring + AWS credentials.' + category: aws-security + complexity: Intermediate + content_hash: fcdd679c786da8bcfe14c1d076898291ff2fa000a251d8f07bc6b684ca0aae07 + description: An interactive, visual in-browser simulator and puzzle application + designed to master AWS Identity and Access Management policies. + hierarchy: + - AWS + - Security + - Identity and Access Management + is_microservice: false + language: en + last_checked: 1780352414.115696 + reputation_status: Vetted + reputation_summary: Lauded across Reddit's AWS community and Dev.to in 2026 as a + revolutionary, serverless visual simulator for policy education. + resource_type: website + social_preview_url: '' + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: aws-training-interactive + tags: + - '[GUIDE]' + - '[COMMUNITY-TOOL]' + title: Learn AWS IAM Interactively + year: '2026' https://www.learncloudnative.com/blog/2020-09-30-sidecar-container: + addition_method: manual content_hash: 900bcce208d5a03edcbf1c9419e74d371c2b58d50a851f73e82dd168bbab0d5b description: '' health_score: 100.0 @@ -265057,8 +275570,8 @@ https://www.learncloudnative.com/blog/2020-09-30-sidecar-container: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.learncloudnative.com/blog/2020-10-07-network-policies: + addition_method: manual content_hash: 5504ac956db73bd5f3d3e1c0edebf5bdb9a521e29772377d8c2bc68f8cc9578a description: '' health_score: 100.0 @@ -265074,16 +275587,16 @@ https://www.learncloudnative.com/blog/2020-10-07-network-policies: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.learncloudnative.com/newsletter: + addition_method: manual content_hash: 909d200a42915e807f4cb761264cbf01116effe515328118c8e8daac774f1500 health_score: 100.0 last_checked: 1779032248.757713 needs_ai_refresh: true v1_locations: - docs/kubernetes-newsletters.md - addition_method: manual https://www.learnfree.org/en: + addition_method: manual ai_summary: A fundamental learning portal designed for absolute beginners to build basic digital literacy and standard productivity skills. Sits outside core cloud-native engineering pathways. @@ -265104,8 +275617,8 @@ https://www.learnfree.org/en: v2_locations: - elearning.md year: '2024' - addition_method: manual https://www.learnitguide.net: + addition_method: manual ai_summary: A systematic, text-based documentation portal offering modular training on enterprise Linux administration, automation, bash script configurations, and core networking blueprints. @@ -265134,8 +275647,8 @@ https://www.learnitguide.net: - linux.md - elearning.md year: N/A - addition_method: manual https://www.learnitguide.net/2023/04/how-to-check-memory-usage-of-pod-in.html: + addition_method: manual content_hash: dca7a84be730dee841ff9258c766344f5b410910ad22e69cd1636bd6fd9cbcef description: '' health_score: 100.0 @@ -265151,8 +275664,8 @@ https://www.learnitguide.net/2023/04/how-to-check-memory-usage-of-pod-in.html: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://www.learnitguide.net/2023/04/how-to-create-configmap-from-properties.html: + addition_method: manual content_hash: 6d085777d8535c1da4f104fa3ed9480e480935274cf1f9813b0fed37e9c335f1 description: '' health_score: 100.0 @@ -265169,8 +275682,8 @@ https://www.learnitguide.net/2023/04/how-to-create-configmap-from-properties.htm v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://www.learnitguide.net/2023/04/how-to-troubleshoot-kubernetes-pods.html: + addition_method: manual content_hash: b600ad37460f47e85225011bdca8d51263c94203d736efe07df0fea7f692ca34 description: '' health_score: 100.0 @@ -265186,8 +275699,8 @@ https://www.learnitguide.net/2023/04/how-to-troubleshoot-kubernetes-pods.html: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://www.learnitguide.net/2023/05/kubevious-powerful-kubernetes-dashboard.html: + addition_method: manual content_hash: a2c591ef1e35086e578cf78e807a027ae364c4a30ce4d14801a6166a85ea7be2 description: '' health_score: 100.0 @@ -265198,8 +275711,8 @@ https://www.learnitguide.net/2023/05/kubevious-powerful-kubernetes-dashboard.htm v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.learnpython.org: + addition_method: manual content_hash: d95866ec4888c35ba6a71787b3e38dc65d5f934712a0a3f08702f75ee347212f health_score: 100.0 last_checked: 1779033575.541972 @@ -265211,8 +275724,8 @@ https://www.learnpython.org: - docs/python.md v2_locations: - python.md - addition_method: manual https://www.learnsteps.com/advanced-kubernetes-what-exactly-are-kubernetes-operators: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265227,8 +275740,8 @@ https://www.learnsteps.com/advanced-kubernetes-what-exactly-are-kubernetes-opera v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.learnsteps.com/basics-on-kubernetes-what-exactly-is-a-deployment: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265243,8 +275756,8 @@ https://www.learnsteps.com/basics-on-kubernetes-what-exactly-is-a-deployment: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.learnsteps.com/basics-on-kubernetes-what-exactly-is-a-replicaset: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265259,8 +275772,8 @@ https://www.learnsteps.com/basics-on-kubernetes-what-exactly-is-a-replicaset: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.learnsteps.com/devops-interview-question-how-will-you-set-up-a-ci-cd-pipeline: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265276,8 +275789,8 @@ https://www.learnsteps.com/devops-interview-question-how-will-you-set-up-a-ci-cd v2_locations: - devops.md year: N/A - addition_method: manual https://www.learnsteps.com/devops-interview-questions-how-will-you-design-your-cloud-vpc-and-subnets: + addition_method: manual ai_summary: Curator Insight examines VPC design, public and private subnet mapping, and routing infrastructure. Live Grounding confirms that secure network isolation is the first defense line in cloud security architectures. This prepares candidates @@ -265308,8 +275821,8 @@ https://www.learnsteps.com/devops-interview-questions-how-will-you-design-your-c - interview-questions.md - devops.md year: N/A - addition_method: manual https://www.learnsteps.com/devops-interview-questions-how-will-you-scale-your-current-ci-cd-pipeline: + addition_method: manual ai_summary: Curator Insight addresses the scaling of continuous integration and continuous delivery pipelines. Live Grounding shows that parallel agent execution on Kubernetes agents is standard practice to reduce build time. It focuses on @@ -265338,8 +275851,8 @@ https://www.learnsteps.com/devops-interview-questions-how-will-you-scale-your-cu v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.learnsteps.com/devops-interview-questions-important-python-questions: + addition_method: manual ai_summary: A curated technical questionnaire focusing on critical Python behaviors, automation mechanisms, and data parsing. Tailored specifically for validating candidates during DevOps engineering interviews. @@ -265365,8 +275878,8 @@ https://www.learnsteps.com/devops-interview-questions-important-python-questions v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.learnsteps.com/devops-interview-questions-what-do-you-know-about-proc-filesystem-in-linux: + addition_method: manual ai_summary: Curator Insight reviews Linux `/proc` virtual filesystem and its role in monitoring system attributes. Live Grounding shows that understanding system execution states is crucial for troubleshooting container isolation. It targets @@ -265395,8 +275908,8 @@ https://www.learnsteps.com/devops-interview-questions-what-do-you-know-about-pro v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.learnsteps.com/difference-between-minor-page-faults-vs-major-page-faults: + addition_method: manual ai_summary: Clearly details the distinction between minor and major page faults in virtual memory architectures. Explains how major faults trigger disk I/O, impacting containerized process performance. @@ -265423,8 +275936,8 @@ https://www.learnsteps.com/difference-between-minor-page-faults-vs-major-page-fa v2_locations: - linux.md year: N/A - addition_method: manual https://www.learnsteps.com/how-exactly-kube-proxy-works-basics-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265439,8 +275952,8 @@ https://www.learnsteps.com/how-exactly-kube-proxy-works-basics-on-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.learnsteps.com/how-kubernetes-works-on-a-reconciler-pattern: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265455,8 +275968,8 @@ https://www.learnsteps.com/how-kubernetes-works-on-a-reconciler-pattern: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.learnsteps.com/kaniko-and-how-you-can-build-images-on-kubernetes-using-kaniko: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265472,8 +275985,8 @@ https://www.learnsteps.com/kaniko-and-how-you-can-build-images-on-kubernetes-usi v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.learnsteps.com/kubernetes-what-to-learn-from-a-long-term-perspective: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265488,8 +276001,8 @@ https://www.learnsteps.com/kubernetes-what-to-learn-from-a-long-term-perspective v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.learnsteps.com/logging-infrastructure-system-design: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265504,8 +276017,8 @@ https://www.learnsteps.com/logging-infrastructure-system-design: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.learnsteps.com/monitoring-infrastructure-system-design: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265522,8 +276035,8 @@ https://www.learnsteps.com/monitoring-infrastructure-system-design: - monitoring.md - prometheus.md year: N/A - addition_method: manual https://www.learnsteps.com/tag/basics-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265538,8 +276051,8 @@ https://www.learnsteps.com/tag/basics-on-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.learnsteps.com/what-is-a-control-plane-what-do-people-mean-by-this-basics-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265554,8 +276067,8 @@ https://www.learnsteps.com/what-is-a-control-plane-what-do-people-mean-by-this-b v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.learnsteps.com/what-is-a-service-mesh-is-it-born-with-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265570,8 +276083,8 @@ https://www.learnsteps.com/what-is-a-service-mesh-is-it-born-with-kubernetes: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.learnsteps.com/what-is-kubelet-and-what-it-does-basics-on-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265586,8 +276099,8 @@ https://www.learnsteps.com/what-is-kubelet-and-what-it-does-basics-on-kubernetes v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.letsdevops.net/post/letsdevops-introduction-to-azure-devops-for-beginners: + addition_method: manual content_hash: 10e2d0cd8114e63ce580baecb97959e6cc941fcf5bf922b0f811f6de0c341701 description: '' health_score: 100.0 @@ -265604,8 +276117,8 @@ https://www.letsdevops.net/post/letsdevops-introduction-to-azure-devops-for-begi v2_locations: - azure.md year: N/A - addition_method: manual https://www.liatrio.ai/resources/blog: + addition_method: manual content_hash: 8bf7963ba696c1e401e6b665b591f3a605cb2bda466db198219c294582410e07 health_score: 100.0 last_checked: 1779130495.021179 @@ -265616,8 +276129,8 @@ https://www.liatrio.ai/resources/blog: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.liatrio.com/blog/building-with-docker-using-jenkins-pipelines: + addition_method: manual content_hash: 1c96252f77cf3bcf758a51e501d057f6d3d507b98c614ab4c96bdaeac93864f1 description: '' health_score: 100.0 @@ -265628,8 +276141,8 @@ https://www.liatrio.com/blog/building-with-docker-using-jenkins-pipelines: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.lightbend.com/white-papers-and-reports/java-ee-to-cloud-native-modernization: + addition_method: manual content_hash: 9845ee62a18e84eaac90c4c402918214db48ace9a7f827d6b52fcd300261ab73 description: '' health_score: 100.0 @@ -265641,8 +276154,8 @@ https://www.lightbend.com/white-papers-and-reports/java-ee-to-cloud-native-moder v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.lightbitslabs.com/product: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -265656,31 +276169,31 @@ https://www.lightbitslabs.com/product: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.linkedin.com/company/learnk8s: + addition_method: manual content_hash: a69e23f595ca9dd5da6245919e3140d1c772166dde210d7ac3122d7e8d0acb06 health_score: 100.0 last_checked: 1779034134.975616 v1_locations: - docs/matrix-table.md - addition_method: manual https://www.linkedin.com/feed/update/urn:li:activity:6459657167300583424: + addition_method: manual content_hash: b1fd9d17ceebdc4088b5c8544a9ca42e87224391ab7d9e6bb579a9a6911bdc52 health_score: 100.0 last_checked: 1779034217.875054 needs_ai_refresh: true v1_locations: - docs/introduction.md - addition_method: manual https://www.linkedin.com/feed/update/urn:li:activity:6923979009311559680: + addition_method: manual content_hash: c15d3b3ebcf798499f3ab8ac418c64f2be2b4912e0a28dcca985945726575682 health_score: 100.0 last_checked: 1779031397.358201 needs_ai_refresh: true v1_locations: - docs/mlops.md - addition_method: manual https://www.linkedin.com/groups/49531/49531-6092152919937794052: + addition_method: manual content_hash: 5701daa2baf2d38f04dfc5e44514ed9092516bc34e5749f26ca849e85b40a190 description: '' health_score: 100.0 @@ -265695,8 +276208,8 @@ https://www.linkedin.com/groups/49531/49531-6092152919937794052: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://www.linkedin.com/groups/49531/49531-6093375473969090562: + addition_method: manual content_hash: f4ce08b7c0c05390430e180acf74abaf826dbdc09cbc93c6d67f8af5a88959a9 description: '' health_score: 100.0 @@ -265712,8 +276225,8 @@ https://www.linkedin.com/groups/49531/49531-6093375473969090562: v2_locations: - aws-backup.md year: N/A - addition_method: manual https://www.linkedin.com/learning/?trk=lynda_redirect_learning: + addition_method: manual ai_summary: LinkedIn Learning (formerly Lynda.com) enterprise library covering software development, DevOps fundamentals, and system administration. Useful for general cross-functional skills training across organizations. @@ -265734,8 +276247,8 @@ https://www.linkedin.com/learning/?trk=lynda_redirect_learning: v2_locations: - elearning.md year: '2026' - addition_method: manual https://www.linkedin.com/newsletters/6962087231775772672: + addition_method: manual content_hash: 16224d709b36e650f3f796688a2b31663f3f27a427eace1cd3855840593d8f60 health_score: 100.0 last_checked: 1779130494.975296 @@ -265747,8 +276260,8 @@ https://www.linkedin.com/newsletters/6962087231775772672: - docs/azure.md v2_locations: - azure.md - addition_method: manual https://www.linkedin.com/pulse/alternative-kubernetes-docker-swarm-marcel-koert: + addition_method: manual ai_summary: Details how Docker Swarm acts as an active, highly efficient alternative to Kubernetes for resource-constrained microservices, lowering overhead and operating costs. @@ -265775,8 +276288,8 @@ https://www.linkedin.com/pulse/alternative-kubernetes-docker-swarm-marcel-koert: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/amazon-eks-distro-eks-d-kubernetes-distribution-used-gokul-chandra: + addition_method: manual ai_summary: An analysis of Amazon EKS Distro (EKS-D), a reliable, upstream-aligned Kubernetes distribution managed and secured by AWS. The post describes its role in facilitating hybrid cloud architectures and maintaining release alignment between @@ -265807,8 +276320,8 @@ https://www.linkedin.com/pulse/amazon-eks-distro-eks-d-kubernetes-distribution-u v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/ansible-what-marcel-koert: + addition_method: manual content_hash: 7ba41b795ddddb5a93a61f74e39d08e392576c1bdfb822bc9e55f97a89a174ab description: '' health_score: 100.0 @@ -265824,8 +276337,8 @@ https://www.linkedin.com/pulse/ansible-what-marcel-koert: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/api-testing-postman-build-dynamic-test-suite-michael-montgomery: + addition_method: manual content_hash: 2ec085093fe8e1df5e72a38ecbfbac0e48d509632768d90dbac5a64bc4676f7f description: '' health_score: 100.0 @@ -265841,8 +276354,8 @@ https://www.linkedin.com/pulse/api-testing-postman-build-dynamic-test-suite-mich v2_locations: - postman.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/api-testing-postman-michael-montgomery: + addition_method: manual content_hash: df76b354bb0ee307359654794f7fb255c8c6c51e8abce9bedeab9ccb252bcf9c description: '' health_score: 100.0 @@ -265858,8 +276371,8 @@ https://www.linkedin.com/pulse/api-testing-postman-michael-montgomery: v2_locations: - postman.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/automatizaci%C3%B3n-de-procesos-con-prometheus-grafana-y-v%C3%ADctor-vela-l%C3%B3pez-1e: + addition_method: manual content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a description: '' health_score: 100.0 @@ -265870,8 +276383,8 @@ https://www.linkedin.com/pulse/automatizaci%C3%B3n-de-procesos-con-prometheus-gr v1_locations: - docs/grafana.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/avoid-kubernetes-anti-patterns-pavan-belagatti: + addition_method: manual content_hash: c6ce21af9b7d89f504b1af0ccc25422b69d07b9ab64ab05cce3884fd29b99c2e description: '' health_score: 100.0 @@ -265887,8 +276400,8 @@ https://www.linkedin.com/pulse/avoid-kubernetes-anti-patterns-pavan-belagatti: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/azure-networking-filiz-akkaya-wqcuc: + addition_method: manual content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a description: '' health_score: 100.0 @@ -265899,8 +276412,82 @@ https://www.linkedin.com/pulse/azure-networking-filiz-akkaya-wqcuc: v1_locations: - docs/azure.md year: N/A - addition_method: manual +https://www.linkedin.com/pulse/azure-weekly-update-15th-may-2026-john-savill-fyspc: + addition_method: automatic + ai_summary: 'This LinkedIn article acts as the text-based companion to John Savill''s + Azure Weekly Update for May 15, 2026. + + + It documents critical platform changes including: + + * The Azure Virtual Network Manager (AVNM) rule impact analyzer. + + * SMB Managed Identity integration for Azure Files. + + * Service Bus Premium''s new 4-nines SLA with Availability Zone support and confidential + compute options.' + category: azure + complexity: Intermediate + content_hash: a2b248aaea5c2b50ccd5c667b419e0b20725cbdc94192b69957b19aba7917db5 + description: Written companion article providing a structured overview of the Azure + updates released during the week of May 15, 2026. + hierarchy: + - Public Cloud + - Azure + - Weekly Updates + is_microservice: false + language: en + last_checked: 1780351994.342645 + reputation_status: Vetted + reputation_summary: Written text companion to John Savill's weekly Azure update, + offering structured notes and quick links. + resource_type: Article + social_preview_url: https://media.licdn.com/dms/image/v2/D5612AQHUmOMb4TVsww/article-cover_image-shrink_720_1280/B56Z4sZ6RSHkAQ-/0/1778861452584?e=2147483647&v=beta&t=Ddq3PJkZqAOCOhFfodIU531EDHIQKyQw-GSZglvn2nY + source_provenance: X.com (NTFAQGuy) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Azure Weekly Update 15th May 2026 + year: '2026' +? https://www.linkedin.com/pulse/azure-weekly-update-22nd-may-2026-john-savill-xpidc/?trackingId=ogg9bm9PQnyhEbNxtvW8Iw%3D%3D +: addition_method: automatic + ai_summary: This article serves as the comprehensive written digest of John Savill's + Azure platform updates for late May 2026. Key areas highlighted include Cosmos + DB integration with LangChain/LangGraph, TLS certificate bindings in Functions + Flex Consumption, AKS Application Insights auto-instrumentation, and Azure Storage + Mover scheduling refinements. The compilation provides cloud architects with a + quick-reference index of security, networking, and serverless compute alterations + across Azure regions. + category: azure + complexity: intermediate + content_hash: 82c98ff33172475258130dd776cd8c7f00aad992a534dd4b9ae110cfd7ba3aa2 + description: A written companion to John Savill's weekly Azure Update, summarizing + platform enhancements, networking changes, and new AI integrations. + hierarchy: + - Public Cloud + - Azure + - Platform Updates + - Weekly Digest + is_microservice: false + language: en + last_checked: 1780352454.119957 + reputation_status: Vetted + reputation_summary: Authoritative written companion to John Savill's highly regarded + video updates on Azure infrastructure and engineering. + resource_type: article + social_preview_url: https://media.licdn.com/dms/image/v2/D5612AQGBC26FtcQtTA/article-cover_image-shrink_720_1280/B56Z5QSvnpHkAQ-/0/1779463554107?e=2147483647&v=beta&t=E1laAouaAW0gcxroSxvbJVC8DPotjJicz4OVluje2x4 + source_provenance: X.com (NTFAQGuy) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Azure Weekly Update - 22nd May 2026 + year: '2026' https://www.linkedin.com/pulse/bmw-takes-digital-innovation-fast-lane-red-hat-openshift-mendus: + addition_method: manual content_hash: ddc91487e28551248b5498332648e602543c887449c8cd9a947cce8c2e2fa979 description: '' health_score: 100.0 @@ -265917,8 +276504,8 @@ https://www.linkedin.com/pulse/bmw-takes-digital-innovation-fast-lane-red-hat-op v2_locations: - customer.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/caf-vs-waf-which-framework-use-your-cloud-migration-gregor-wohlfarter-hko0f: + addition_method: manual content_hash: 6a45596b3568dbe4c189dfd258dfe4ad082ad0c09d39dbec922bfecd54be81b8 description: '' health_score: 100.0 @@ -265934,8 +276521,8 @@ https://www.linkedin.com/pulse/caf-vs-waf-which-framework-use-your-cloud-migrati v2_locations: - azure.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/command-query-responsibility-segregation-cqrs-hybrid-cloud-mark-ubhfc: + addition_method: manual content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a description: '' health_score: 100.0 @@ -265947,8 +276534,8 @@ https://www.linkedin.com/pulse/command-query-responsibility-segregation-cqrs-hyb v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/complete-cicd-solution-ms-aks-using-azure-devops-argocd-singh: + addition_method: manual content_hash: 09921de37aceeec3ca852375847ebe77642524be7fab1771b3dd832720090b9b description: '' health_score: 100.0 @@ -265965,8 +276552,8 @@ https://www.linkedin.com/pulse/complete-cicd-solution-ms-aks-using-azure-devops- v2_locations: - azure.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/complexities-aws-security-groups-cloud-world-ashish-kar: + addition_method: manual content_hash: 4369f170a6c880a4ac9b44e055f28fa74a3a721e9f45267e7a6188a0277b08bb description: '' health_score: 100.0 @@ -265982,8 +276569,8 @@ https://www.linkedin.com/pulse/complexities-aws-security-groups-cloud-world-ashi v2_locations: - aws-security.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/cpu-limits-kubernetes-why-your-pod-idle-still-deep-dive-lazarev-k3m7f: + addition_method: manual ai_summary: A deep analysis of the Linux kernel's Completely Fair Scheduler (CFS) quotas and how they cause Kubernetes pod throttling despite low resource utilization. Indispensable for engineers diagnosing performance degradation under restrictive @@ -266015,8 +276602,8 @@ https://www.linkedin.com/pulse/cpu-limits-kubernetes-why-your-pod-idle-still-dee - linux.md - kubernetes-monitoring.md year: '2024' - addition_method: manual https://www.linkedin.com/pulse/credentials-problem-using-azure-managed-identity-dimitar-iliev--wzzaf: + addition_method: manual content_hash: 5ecee3499d8c8d0b66e3fbf286b089399ea6bc8ef2fd317b5777774dfa7e4c6b description: '' health_score: 100.0 @@ -266032,8 +276619,8 @@ https://www.linkedin.com/pulse/credentials-problem-using-azure-managed-identity- v2_locations: - azure.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/day-01-kubernetes-understanding-architecture-anup-ghattikar: + addition_method: manual content_hash: fc596798105664e0375764fc5ca9876fcd88ac3ec9e0de45c8a6ed25d6d2c698 description: '' health_score: 100.0 @@ -266050,8 +276637,8 @@ https://www.linkedin.com/pulse/day-01-kubernetes-understanding-architecture-anup v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/dear-google-my-data-has-left-your-building-zakir-khan: + addition_method: manual ai_summary: An opinion piece detailing data sovereign issues, egress economics, and compliance frameworks when utilizing public clouds like Google Cloud. Serves as a useful case-study prompt for data sovereignty governance. @@ -266078,8 +276665,8 @@ https://www.linkedin.com/pulse/dear-google-my-data-has-left-your-building-zakir- v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/deploying-microsoft-sentinel-via-arm-template-vs-debac-manikandan-ychnc: + addition_method: manual content_hash: 06efee1a65ffbe1c1064a76af097d1c67456750b9fb970eec66af641d267925a description: '' health_score: 100.0 @@ -266095,8 +276682,8 @@ https://www.linkedin.com/pulse/deploying-microsoft-sentinel-via-arm-template-vs- v2_locations: - terraform.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/devops-just-system-administration-repackaged-gianluca-mascolo: + addition_method: manual content_hash: 8865b7e653adbe28cd7e89e95d3cc070754c341bc0fe9edbe6c8951946c8b749 description: '' health_score: 100.0 @@ -266112,8 +276699,8 @@ https://www.linkedin.com/pulse/devops-just-system-administration-repackaged-gian v2_locations: - devops.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/devops-vs-site-reliability-engineering-sean-washington: + addition_method: manual ai_summary: An analytical overview detailing the distinct career paths, everyday duties, and engineering goals that separate cloud systems administrators from dedicated SREs. @@ -266140,8 +276727,8 @@ https://www.linkedin.com/pulse/devops-vs-site-reliability-engineering-sean-washi v2_locations: - sre.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/difference-between-executor-executorservice-executors-omar-ismail: + addition_method: manual ai_summary: Clarifies functional differences in the Java Concurrency Framework interface hierarchy. Highlights thread pooling strategies and execution submission lifecycles. complexity: intermediate @@ -266168,8 +276755,8 @@ https://www.linkedin.com/pulse/difference-between-executor-executorservice-execu v2_locations: - java-and-java-performance-optimization.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/docker-series-swarm-lionel-gurret: + addition_method: manual ai_summary: A technical tutorial focusing on Docker Swarm's features, including native swarm routing meshes, ingress control, overlay networking, and secret storage mechanics. @@ -266196,8 +276783,8 @@ https://www.linkedin.com/pulse/docker-series-swarm-lionel-gurret: v2_locations: - kubernetes-alternatives.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/enabling-cicd-boost-devops-pavan-belagatti: + addition_method: manual ai_summary: 'Curator Insight: Discusses the cultural mindset shifts necessary to successfully execute technical CI/CD platforms. Live Grounding: Emphasizes treating feedback loops as critical team alignment vectors rather than purely code checks. @@ -266225,8 +276812,8 @@ https://www.linkedin.com/pulse/enabling-cicd-boost-devops-pavan-belagatti: v2_locations: - cicd.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/exporting-importing-variables-between-bicep-files-freek-berson-n0ske: + addition_method: manual content_hash: 9b34a1a177d392379d4f042dface3ba088b7304de72a9b823bc4d3b3d45f39b0 description: '' health_score: 100.0 @@ -266243,8 +276830,8 @@ https://www.linkedin.com/pulse/exporting-importing-variables-between-bicep-files v2_locations: - azure.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/france-european-el-dorado-freelancing-quentin-debavelaere: + addition_method: manual ai_summary: An industry overview assessing the structural growth, corporate tax frameworks, and regulatory shifts in the French freelance market. The analysis profiles the increasing adoption of external professional platforms and digital @@ -266273,8 +276860,8 @@ https://www.linkedin.com/pulse/france-european-el-dorado-freelancing-quentin-deb v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/gcp-advanced-terraform-interactive-learning-challeng-kaan-turgut-guipc: + addition_method: manual content_hash: 896091f0aa211adfe2556b4aacb7c35dc2f4f051fed351f6094cbf81f1dfad7c description: '' health_score: 100.0 @@ -266290,8 +276877,8 @@ https://www.linkedin.com/pulse/gcp-advanced-terraform-interactive-learning-chall v2_locations: - terraform.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/gitops-vs-devops-pavan-belagatti: + addition_method: manual content_hash: 10e8585784ee80b6c721ae4590cb09206a412048f6b1e3918574ce06e325d0b3 description: '' health_score: 100.0 @@ -266307,8 +276894,8 @@ https://www.linkedin.com/pulse/gitops-vs-devops-pavan-belagatti: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/how-bmw-uses-redhat-openshift-bobby-singh: + addition_method: manual content_hash: d83f6bc3ce55d3cdcc175e3dbcf82f534bdbecab8bd8f4cd5d2bcdc66c885b2f description: '' health_score: 100.0 @@ -266324,8 +276911,8 @@ https://www.linkedin.com/pulse/how-bmw-uses-redhat-openshift-bobby-singh: v2_locations: - customer.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/how-estimate-cloud-costs-terraform-azure-aws-gcp-etc-via-kaan-turgut-msexc: + addition_method: manual content_hash: 7a23b6d554c857f0f86dc29f848f11d6659d531e02e8230f15a54e61f8d1375c description: '' health_score: 100.0 @@ -266342,8 +276929,8 @@ https://www.linkedin.com/pulse/how-estimate-cloud-costs-terraform-azure-aws-gcp- v2_locations: - terraform.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/how-evolve-from-rdbms-nosql-sql-jim-scott: + addition_method: manual content_hash: e1f85aa02a1a25c3bd3580ca247a83fe02e2211eda0f06f950006f6f725f20fc description: '' health_score: 100.0 @@ -266359,8 +276946,8 @@ https://www.linkedin.com/pulse/how-evolve-from-rdbms-nosql-sql-jim-scott: v2_locations: - nosql.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/how-move-from-wait-batch-processing-culture-get-now-tomsen-bukovec: + addition_method: manual ai_summary: Discusses the cultural and systemic paradigm shift required for enterprises moving from batch scheduling to real-time event-driven insights. It touches on organizational friction, architectural changes, and immediate business advantages. @@ -266390,8 +276977,8 @@ https://www.linkedin.com/pulse/how-move-from-wait-batch-processing-culture-get-n v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/how-visualize-your-aws-account-cloud9-wong-chun-yin-cyrus-%E9%BB%83%E4%BF%8A%E5%BD%A5-: + addition_method: manual content_hash: 3bb349df56a5fa23cb069df9ea36b947bad3241186b267d1bc4f2f1aa4fef0dc description: '' health_score: 100.0 @@ -266402,8 +276989,8 @@ https://www.linkedin.com/pulse/how-visualize-your-aws-account-cloud9-wong-chun-y v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/how-write-yaml-file-kubernetes-megha-s-k: + addition_method: manual ai_summary: A foundational article discussing the anatomy of Kubernetes YAML manifests. Designed for beginner systems architects, it defines basic apiVersion, kind, metadata, and specification components. @@ -266432,8 +277019,8 @@ https://www.linkedin.com/pulse/how-write-yaml-file-kubernetes-megha-s-k: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/importance-api-automation-testing-manish-saini: + addition_method: manual content_hash: 3cdd48296a861d1bbe55d23b1d37935f756d685133d0d958bfb51fd87b063ba6 description: '' health_score: 100.0 @@ -266449,8 +277036,8 @@ https://www.linkedin.com/pulse/importance-api-automation-testing-manish-saini: v2_locations: - qa.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/infracost-terraform-prs-making-cost-awareness-martin-jackson-a6sge: + addition_method: manual ai_summary: Highlights how integrating Infracost into Terraform pull request workflows drives continuous cost awareness and optimization directly at the developer level. Prevents budget shocks by showing real-time, side-by-side cost differentials before @@ -266481,8 +277068,8 @@ https://www.linkedin.com/pulse/infracost-terraform-prs-making-cost-awareness-mar - cicd.md - finops.md year: '2024' - addition_method: manual https://www.linkedin.com/pulse/jenkins-server-setup-dynamic-worker-nodes-shishir-khandelwal: + addition_method: manual content_hash: a3c9573ca48c22631c348d6119b17f03f80c4b4ea29c3fc895cedf2986f08392 description: '' health_score: 100.0 @@ -266498,8 +277085,8 @@ https://www.linkedin.com/pulse/jenkins-server-setup-dynamic-worker-nodes-shishir v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/kaka-cluster-setup-kubernetes-avinash-kumar-chandran: + addition_method: manual ai_summary: 'Curator Insight: Step-by-step technical guide for provisioning Kafka on Kubernetes using direct manifests. Live Grounding: Covers statefulsets, headless service definitions, volume claim templates, and environment variables targeting @@ -266528,8 +277115,8 @@ https://www.linkedin.com/pulse/kaka-cluster-setup-kubernetes-avinash-kumar-chand v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/kubernetes-ephemeral-containers-bibin-wilson: + addition_method: manual content_hash: 35b09e53a5bfca379d8527649d4849900d7a883dc20c50df16e54e055e540996 description: '' health_score: 100.0 @@ -266545,8 +277132,8 @@ https://www.linkedin.com/pulse/kubernetes-ephemeral-containers-bibin-wilson: v2_locations: - kubernetes-troubleshooting.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/listado-de-todos-los-servicios-amazon-web-services-daniel-pe%25C3%25B1a-silva: + addition_method: manual content_hash: a9650baed588c40b417dc42c15c13cec86581f8891c42c132a091579031bc23f description: '' health_score: 100.0 @@ -266563,8 +277150,8 @@ https://www.linkedin.com/pulse/listado-de-todos-los-servicios-amazon-web-service v2_locations: - aws.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/look-before-you-leap-sarah-robb-o-hagan: + addition_method: manual ai_summary: Provides a structured framework for evaluating critical career moves during high-volatility job market cycles. Explores risk assessment methodologies for professionals navigating career shifts, contrasting immediate compensation @@ -266592,8 +277179,8 @@ https://www.linkedin.com/pulse/look-before-you-leap-sarah-robb-o-hagan: v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/microservices-testable-isolation-chris-richardson: + addition_method: manual content_hash: 4aaa0f365bb4be5a0d661c819131d84085ea6bd293e4ce50a81400b5b74e229a description: '' health_score: 100.0 @@ -266609,8 +277196,8 @@ https://www.linkedin.com/pulse/microservices-testable-isolation-chris-richardson v2_locations: - qa.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/passed-aws-certified-solutions-architect-level-harshit-agarwal: + addition_method: manual content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a description: '' health_score: 100.0 @@ -266621,8 +277208,8 @@ https://www.linkedin.com/pulse/passed-aws-certified-solutions-architect-level-ha v1_locations: - docs/aws-training.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/selenium-4-grid-integration-kubernetes-rishi-khanna: + addition_method: manual content_hash: e30fc7b2da50106e377e6defdcf39361e57c5d945f543165d5db406dafe229ba description: '' health_score: 100.0 @@ -266638,8 +277225,8 @@ https://www.linkedin.com/pulse/selenium-4-grid-integration-kubernetes-rishi-khan v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/sharing-my-top-10-resources-use-while-preparing-aws-exams-semaan: + addition_method: manual ai_summary: A consolidated study guide from LinkedIn detailing critical certification preparation materials, dynamic simulator suites, and core architectural whitepapers. complexity: Beginner @@ -266666,8 +277253,8 @@ https://www.linkedin.com/pulse/sharing-my-top-10-resources-use-while-preparing-a v2_locations: - aws-training.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/so-you-think-youre-associate-level-solutions-adrian-cantrill: + addition_method: manual content_hash: af8b6b316c92dfc4ba534b6da49b9b6290a0728a78acdcc77ecdc0d2ec95c65b description: '' health_score: 100.0 @@ -266678,8 +277265,8 @@ https://www.linkedin.com/pulse/so-you-think-youre-associate-level-solutions-adri v1_locations: - docs/aws-training.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/sre-key-insights-done-right-way-shankar-muniyappa: + addition_method: manual ai_summary: A tactical blog post detailing common pitfalls in enterprise SRE implementation, warning against rebranded ops ticket siloes that lack architectural power. complexity: Intermediate @@ -266705,8 +277292,8 @@ https://www.linkedin.com/pulse/sre-key-insights-done-right-way-shankar-muniyappa v2_locations: - sre.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/test-automation-how-build-cicd-pipeline-using-pytest-nir-tal: + addition_method: manual content_hash: 9efc64b611dd45b3f10f3b4ebfb2d5a77ad5d9c3356ce946b937ebf705d959bb description: '' health_score: 100.0 @@ -266723,8 +277310,8 @@ https://www.linkedin.com/pulse/test-automation-how-build-cicd-pipeline-using-pyt v2_locations: - demos.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/testops-speed-devops-chaitanya-jawale: + addition_method: manual content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a description: '' health_score: 100.0 @@ -266736,8 +277323,8 @@ https://www.linkedin.com/pulse/testops-speed-devops-chaitanya-jawale: v1_locations: - docs/testops.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/top-10-skills-devops-engineer-should-possess-saurabh-badhwar: + addition_method: manual content_hash: 6fb45d4bfefb9a723fbb788c207e2975a6878b58c9256918738b87a0f3a081f2 description: '' health_score: 100.0 @@ -266753,8 +277340,8 @@ https://www.linkedin.com/pulse/top-10-skills-devops-engineer-should-possess-saur v2_locations: - devops.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/tuning-grafana-jmeter-dashboards-ezhil-arasu: + addition_method: manual ai_summary: A specialized optimization guide detailing Grafana and JMeter integration. Focuses on pipeline configurations, exporting live telemetry to InfluxDB, and maintaining high-fidelity visualization dashboards without performance degradation. @@ -266781,8 +277368,8 @@ https://www.linkedin.com/pulse/tuning-grafana-jmeter-dashboards-ezhil-arasu: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/ultimate-guide-azure-cloud-adoption-framework-gregor-wohlfarter-hb4sf: + addition_method: manual content_hash: d82e3e0d988b80a0d5f58ca28881cfade62622e43afeffa2d8f6dbb5fb8e6e85 description: '' health_score: 100.0 @@ -266798,8 +277385,8 @@ https://www.linkedin.com/pulse/ultimate-guide-azure-cloud-adoption-framework-gre v2_locations: - azure.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/what-kubernetes-persistent-volumes-gyan-prakash-1f: + addition_method: manual content_hash: 5eabef82ddde8c102d7f09042072e9e333e360c3ecafefa198490b03105ecb6d description: '' health_score: 100.0 @@ -266815,8 +277402,8 @@ https://www.linkedin.com/pulse/what-kubernetes-persistent-volumes-gyan-prakash-1 v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/whos-who-azure-configuration-management-landscape-mark-tinderholt-nm7ve: + addition_method: manual content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a description: '' health_score: 100.0 @@ -266828,8 +277415,8 @@ https://www.linkedin.com/pulse/whos-who-azure-configuration-management-landscape v1_locations: - docs/azure.md year: N/A - addition_method: manual https://www.linkedin.com/pulse/wth-gitops-pavan-belagatti: + addition_method: manual content_hash: 3df75d80a504f5f6d3cafa9759af7ebc85eb0daa2765a4edf4e8d30e6d93ccad description: '' health_score: 100.0 @@ -266845,8 +277432,8 @@ https://www.linkedin.com/pulse/wth-gitops-pavan-belagatti: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.linkedin.com/top-content/?trk=article_not_found: + addition_method: manual ai_summary: Analyses secure integration patterns for private Azure DevOps environments. Offers standard reference controls for isolating source code hosting, managing external worker access, and mitigating common misconfiguration patterns across @@ -266881,8 +277468,8 @@ https://www.linkedin.com/top-content/?trk=article_not_found: - azure.md - cicd.md year: N/A - addition_method: manual https://www.linkedin.com/top-content/career: + addition_method: manual ai_summary: A DevSecOps assessment explaining key patterns for hardening Kubernetes namespaces. Reviews best practices for securing configuration secrets, configuring network isolation policies, and enforcing runtime container constraints. @@ -266914,8 +277501,8 @@ https://www.linkedin.com/top-content/career: - devsecops.md - project-management-methodology.md year: N/A - addition_method: manual https://www.linode.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -266924,15 +277511,15 @@ https://www.linode.com: title: Linode v1_locations: [] year: N/A - addition_method: manual https://www.linode.com/blog/kubernetes/scaling-kubernetes-to-zero-and-back: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034355.380822 v1_locations: - docs/kubernetes-autoscaling.md - addition_method: manual https://www.linode.com/content/terraforming-kubernetes-series-introduction-episode-1-6-with-justin-mitchel: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -266946,8 +277533,8 @@ https://www.linode.com/content/terraforming-kubernetes-series-introduction-episo v2_locations: - terraform.md year: N/A - addition_method: manual https://www.linode.com/docs/guides/using-octant-with-kubernetes-a-tutorial: + addition_method: manual ai_summary: Detailed historical tutorial demonstrating how to install and leverage Octant to inspect, edit, and troubleshoot nested resources in running clusters. complexity: Beginner @@ -266972,8 +277559,8 @@ https://www.linode.com/docs/guides/using-octant-with-kubernetes-a-tutorial: v2_locations: - kubernetes-based-devel.md year: N/A - addition_method: manual https://www.linode.com/products/kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -266989,8 +277576,8 @@ https://www.linode.com/products/kubernetes: - managed-kubernetes-in-public-cloud.md - matrix-table.md year: N/A - addition_method: manual https://www.linux-tutorial.info: + addition_method: manual ai_summary: An online reference guide dedicated to foundational Linux core concepts, system structures, and file hierarchy trees, acting primarily as a legacy training repository. @@ -267016,8 +277603,8 @@ https://www.linux-tutorial.info: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linux.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267031,8 +277618,8 @@ https://www.linux.com: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linux.com/audience/devops/getting-started-kubernetes-easy-minikube: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267042,8 +277629,8 @@ https://www.linux.com/audience/devops/getting-started-kubernetes-easy-minikube: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://www.linuxadictos.com: + addition_method: manual ai_summary: A comprehensive Spanish news and curation hub compiling tutorials, kernel release summaries, and open-source software updates. [SPANISH CONTENT] complexity: Beginner @@ -267068,8 +277655,8 @@ https://www.linuxadictos.com: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxadictos.com/docker-presenta-nuevas-capacidades-para-desarrolladores.html: + addition_method: manual content_hash: 5c0672e0d1657ad94aff6cc90299697613600d89a0d6765c7c48b24a775f35cb description: '' health_score: 100.0 @@ -267085,8 +277672,8 @@ https://www.linuxadictos.com/docker-presenta-nuevas-capacidades-para-desarrollad v2_locations: - docker.md year: N/A - addition_method: manual https://www.linuxadvise.com/amp/helmfile-next-level-to-manage-your-helm-charts: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267100,8 +277687,8 @@ https://www.linuxadvise.com/amp/helmfile-next-level-to-manage-your-helm-charts: v2_locations: - helm.md year: N/A - addition_method: manual https://www.linuxadvise.com/post/kubernetes-config-maps: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267115,8 +277702,8 @@ https://www.linuxadvise.com/post/kubernetes-config-maps: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linuxadvise.com/post/kubernetes-daemon-sets: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267130,8 +277717,8 @@ https://www.linuxadvise.com/post/kubernetes-daemon-sets: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linuxadvise.com/post/kubernetes-node-affinity: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267145,8 +277732,8 @@ https://www.linuxadvise.com/post/kubernetes-node-affinity: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linuxadvise.com/post/kubernetes-node-selectors: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267160,8 +277747,8 @@ https://www.linuxadvise.com/post/kubernetes-node-selectors: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linuxadvise.com/post/kubernetes-pod-security-policy: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267175,8 +277762,8 @@ https://www.linuxadvise.com/post/kubernetes-pod-security-policy: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linuxadvise.com/post/kubernetes-rolling-updates-and-rollbacks: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267190,8 +277777,8 @@ https://www.linuxadvise.com/post/kubernetes-rolling-updates-and-rollbacks: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linuxadvise.com/post/kubernetes-secrets: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267205,8 +277792,8 @@ https://www.linuxadvise.com/post/kubernetes-secrets: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linuxadvise.com/post/kubernetes-static-pods: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267220,8 +277807,8 @@ https://www.linuxadvise.com/post/kubernetes-static-pods: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linuxfoundation.org: + addition_method: manual ai_summary: The preeminent global non-profit organization coordinating the development and licensing of the Linux kernel, Kubernetes, and open-source infrastructure standards. It serves as an authoritative ecosystem anchor for enterprise cloud-native @@ -267248,8 +277835,8 @@ https://www.linuxfoundation.org: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxhomenetworking.com: + addition_method: manual ai_summary: A legacy Linux networking wiki containing detailed routing, switching, and firewall configuration templates. While valuable for fundamental network theory, some distro-specific configurations are dated. @@ -267275,8 +277862,8 @@ https://www.linuxhomenetworking.com: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxjournal.com/content/aws-ec2-vpc-cli: + addition_method: manual content_hash: 4905c0ed9d99b9a20db25387faf2dff958f1b8d4dab71c352166dafb34ea11aa health_score: 100.0 last_checked: 1779034035.246483 @@ -267288,8 +277875,8 @@ https://www.linuxjournal.com/content/aws-ec2-vpc-cli: - docs/aws-networking.md v2_locations: - aws-networking.md - addition_method: manual https://www.linuxlinks.com: + addition_method: manual ai_summary: An organized directory of Linux applications, compiling thousands of categories, reviews, and alternatives to help engineers identify optimal software suites. @@ -267315,8 +277902,8 @@ https://www.linuxlinks.com: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxnix.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267330,8 +277917,8 @@ https://www.linuxnix.com: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxshelltips.com/difference-between-and-in-bash: + addition_method: manual ai_summary: Clearly contrasts variable expansions (`${}`) with command substitutions (`$()`) within Bash. Identifies key differences in evaluation mechanics, execution subshells, and performance impacts. @@ -267358,8 +277945,8 @@ https://www.linuxshelltips.com/difference-between-and-in-bash: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxshelltips.com/kill-linux-process-with-port: + addition_method: manual ai_summary: Curator Insight demonstrates how to identify and terminate processes running on specific network ports. Live Grounding stresses the real-world value of mapping ports via `lsof` or `fuser` before issuing kills to prevent accidental @@ -267388,8 +277975,8 @@ https://www.linuxshelltips.com/kill-linux-process-with-port: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxshelltips.com/netcat-linux-port-scanning: + addition_method: manual ai_summary: Curator Insight details how to use Netcat (`nc`) as a rapid, lightweight port scanner. Live Grounding shows that while specialized scanners like `nmap` provide much deeper vulnerability analysis, Netcat's ubiquitous presence on default @@ -267417,8 +278004,8 @@ https://www.linuxshelltips.com/netcat-linux-port-scanning: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxsysadmins.com/install-ansible-awx-on-kubernetes: + addition_method: manual content_hash: 6c225d8c2c07be56dbc5e42c9ff1034824d9fa0de6317356c7b369a98992442d description: '' health_score: 100.0 @@ -267434,8 +278021,8 @@ https://www.linuxsysadmins.com/install-ansible-awx-on-kubernetes: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.linuxtechi.com/how-to-use-loops-in-ansible-playbook: + addition_method: manual content_hash: 2aaadec5c45347a3969bd1f74e91a62ef7eab16e02d0dee8e46e75963ae08c01 description: '' health_score: 100.0 @@ -267451,8 +278038,8 @@ https://www.linuxtechi.com/how-to-use-loops-in-ansible-playbook: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.linuxtechi.com/setup-private-docker-registry-kubernetes: + addition_method: manual content_hash: 879ee9187d3e1c5a79faeb65a288b5b38eceb4952b98f293603661330bdea73b description: '' health_score: 100.0 @@ -267468,8 +278055,8 @@ https://www.linuxtechi.com/setup-private-docker-registry-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.linuxteck.com: + addition_method: manual ai_summary: An active educational platform specializing in Linux tutorials, command syntax cheatsheets, network administration guides, and security configurations optimized for hands-on IT professionals. @@ -267496,8 +278083,8 @@ https://www.linuxteck.com: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxteck.com/13-top-command-in-linux: + addition_method: manual ai_summary: Curator Insight covers the default standard interactive process monitor `top`. Live Grounding demonstrates how learning standard `top` interactive keys (like sorting by memory or CPU) is a vital skill since modern replacements (`htop`, @@ -267527,8 +278114,8 @@ https://www.linuxteck.com/13-top-command-in-linux: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxteck.com/basic-cat-command-in-linux-with-examples: + addition_method: manual ai_summary: Curator Insight details standard use cases of the `cat` utility for viewing and appending text. Live Grounding highlights that while modern terminal pagers like `bat` offer robust color formatting, `cat` remains the fundamental @@ -267557,8 +278144,8 @@ https://www.linuxteck.com/basic-cat-command-in-linux-with-examples: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxteck.com/basic-ssh-client-commands-in-linux: + addition_method: manual ai_summary: A practical operational overview of fundamental SSH commands essential for junior system administrators. It details port specification, remote command execution, and proxy settings for terminal-based remote node management. @@ -267585,8 +278172,8 @@ https://www.linuxteck.com/basic-ssh-client-commands-in-linux: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxteck.com/basic-useful-firewall-cmd-commands-in-linux: + addition_method: manual ai_summary: A practical walkthrough of firewalld configurations using the firewall-cmd CLI. Covers zone management, permanent versus runtime rule definitions, and service-based port bindings for modern Red Hat enterprise environments. @@ -267613,8 +278200,8 @@ https://www.linuxteck.com/basic-useful-firewall-cmd-commands-in-linux: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxteck.com/curl-command-in-linux-with-examples: + addition_method: manual ai_summary: Curator Insight offers 15 highly useful curl commands for server network diagnostics. Live Grounding corroborates that curl remains the absolute backbone of API verification and automated artifact fetching inside cloud pipelines. A @@ -267643,8 +278230,8 @@ https://www.linuxteck.com/curl-command-in-linux-with-examples: v2_locations: - linux.md year: N/A - addition_method: manual https://www.linuxtoday.com: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032977.374794 @@ -267654,14 +278241,14 @@ https://www.linuxtoday.com: - docs/linux.md v2_locations: - linux.md - addition_method: manual https://www.liquibase.com/community/liquibase-vs-flyway: + addition_method: manual health_score: 64.0 last_checked: 1779130494.929946 v1_locations: - docs/liquibase.md - addition_method: manual https://www.liquibase.org: + addition_method: manual ai_summary: A leading open-source database schema migration tool that enables teams to track, version, and deploy database changes. It abstracts SQL schemas into XML, YAML, JSON, or plain SQL, facilitating seamless CI/CD integration and deployment @@ -267688,8 +278275,8 @@ https://www.liquibase.org: v2_locations: - liquibase.md year: '2026' - addition_method: manual https://www.liquibase.org/liquibase-vs-flyway: + addition_method: manual content_hash: c72d01bd37049a43c57ec5e460680392d3eff76eaee94c1769d973e590645da1 description: '' health_score: 100.0 @@ -267700,8 +278287,84 @@ https://www.liquibase.org/liquibase-vs-flyway: v1_locations: - docs/liquibase.md year: N/A - addition_method: manual +https://www.llamaindex.ai/blog/building-a-financial-due-diligence-agent-with-liteparse: + addition_method: automatic + ai_summary: A highly technical tutorial illustrating the architecture of a financial + due diligence agent powered by LiteParse, LlamaIndex's open-source, local-first + document parsing engine. The guide explains how to ingest complex, multi-column + PDF layouts and nested financial tables from SEC filings without utilizing expensive + cloud OCR. It highlights the implementation of precise audit trails, extracting + and highlighting exact bounding boxes in the original documents to maintain data + grounding. + category: ai-agents-mcp + complexity: Advanced + content_hash: a1f2da95733224d26e11391f0f2286a7ee379b24cfb54d6e11318c3cb1e6ce4f + description: Learn how to build a financial due diligence agent using LiteParse, + LlamaIndex's free, open-source document parser. The agent parses complex financial + PDFs (like SEC filings) and provides exact, visual page citations. + hierarchy: + - Artificial Intelligence + - AI Agents + - Retrieval-Augmented Generation + - Document Parsing + is_microservice: false + language: English + last_checked: 1780352282.814626 + reputation_status: Vetted + reputation_summary: Excellent community reception. Highly praised by AI developers + for demonstrating cost-efficient, local-first document parsing without expensive + API dependencies. + resource_type: document + social_preview_url: https://cdn.sanity.io/images/7m9jw85w/production/b911cbe03ef0c21d5d8e05dd55f83d502e96acf2-1200x676.png + source_provenance: X.com (llama_index) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[EMERGING]' + title: Building a Financial Due Diligence Agent with LiteParse + year: '2026' +https://www.llamaindex.ai/blog/liteparse-v2-0-runs-everywhere: + addition_method: automatic + ai_summary: 'A deep dive into LiteParse v2.0, an open-source, lightweight layout + parser rewritten from TypeScript into Rust for optimal performance in RAG systems. + + * Speeds up parsing by up to 100x for small files, reconstructing structured text + projections strictly based on document layout. + + * Distributes as native bindings for Rust, Node, Python, and WebAssembly, enabling + zero-cloud-dependency parsing on resource-constrained edge environments.' + category: ai-agents-mcp + complexity: intermediate + content_hash: 14e000f7e3b1e3ba6e360d1ae946a04ae4db70146143f425208e86a7f6db8901 + description: LlamaIndex introduces LiteParse v2.0, a high-speed, local document + parser written in Rust that operates without LLMs and compiles to WASM. + hierarchy: + - Artificial Intelligence + - Document Processing + - Data Pipelines + - Local-First Architecture + is_microservice: false + language: en + last_checked: 1780352686.744617 + reputation_status: Vetted + reputation_summary: The release has generated significant positive momentum among + developer pipelines, praised for enabling high-speed local PDF parsing without + requiring cloud-based APIs. + resource_type: article + social_preview_url: https://cdn.sanity.io/images/7m9jw85w/production/d333fbe9c39009c23a3c9aa6424261d65e7694dc-2400x1352.png + source_provenance: X.com (llama_index) + stars: 4 + status: online + suggested_new_category: document-parsing + tags: + - EMERGING + - COMMUNITY-TOOL + title: Up to 100x Fast Parsing with LiteParse v2.0 and Rust + year: '2026' https://www.localstack.cloud: + addition_method: manual content_hash: 451506b6122414c0bae23e8f068337822b6c9517721a48c6c2a850a849104a0a health_score: 100.0 last_checked: 1779130495.02146 @@ -267713,8 +278376,8 @@ https://www.localstack.cloud: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md - addition_method: manual https://www.logicworks.net/blog/2016/01/aws-lambda-echo-cloud-automation: + addition_method: manual ai_summary: An early exploration of using AWS Lambda alongside smart devices like Amazon Echo to spearhead voice-activated infrastructure automation tasks. The text details primitive architectural designs for bridging IoT event triggers with @@ -267743,8 +278406,8 @@ https://www.logicworks.net/blog/2016/01/aws-lambda-echo-cloud-automation: v2_locations: - aws-serverless.md year: '2016' - addition_method: manual https://www.lucidchart.com: + addition_method: manual content_hash: 8e182121ace1acd6dd166852149c50921d695e35e1c3c588d5842ff1696b5863 description: '' health_score: 100.0 @@ -267755,8 +278418,8 @@ https://www.lucidchart.com: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://www.lucidchart.com/blog/agile-vs-waterfall-vs-kanban-vs-scrum: + addition_method: manual content_hash: 078237a51c6db96434b6d4bdc8c5d057cc7dd6a9bf48a686066fab910eb22207 description: '' health_score: 100.0 @@ -267767,8 +278430,8 @@ https://www.lucidchart.com/blog/agile-vs-waterfall-vs-kanban-vs-scrum: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.lucidchart.com/pages: + addition_method: manual content_hash: cb418b5a3f36b5775feb940183fbba5e9be47ddd11eac0e04eb3841cab774025 health_score: 100.0 last_checked: 1779130494.965175 @@ -267780,8 +278443,8 @@ https://www.lucidchart.com/pages: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://www.lucidchart.com/pages/integrations/aws-architecture-import: + addition_method: manual content_hash: 5366dccdb0f3c23e2601c8a0d856c130593b93c41cf00d03005a063e713969e1 description: '' health_score: 100.0 @@ -267792,8 +278455,8 @@ https://www.lucidchart.com/pages/integrations/aws-architecture-import: v1_locations: - docs/cloud-arch-diagrams.md year: N/A - addition_method: manual https://www.lynda.com: + addition_method: manual content_hash: 25d0e8cb0e8f799fbc7a3aa026e73659eaa76bb5cfb28e7a7a1b99251ed2c911 description: '' health_score: 100.0 @@ -267804,8 +278467,8 @@ https://www.lynda.com: v1_locations: - docs/elearning.md year: N/A - addition_method: manual https://www.m3db.io: + addition_method: manual content_hash: 9972362e6778051fa04d79dbbbc7f796fbb23eafcb04e9cc76e61260ced7f7e5 description: '' health_score: 100.0 @@ -267816,8 +278479,8 @@ https://www.m3db.io: v1_locations: - docs/prometheus.md year: N/A - addition_method: manual https://www.macchaffee.com/blog/2022/k8s-secrets: + addition_method: manual ai_summary: Offers an alternative perspective arguing that built-in Kubernetes secrets are adequate for standard environments when combined with strong RBAC and locked-down etcd storage. @@ -267844,8 +278507,8 @@ https://www.macchaffee.com/blog/2022/k8s-secrets: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.macchaffee.com/blog/2022/psp-deprecation: + addition_method: manual content_hash: 8a045468ea5c5535df1910250b26e49c65971d8e7227853ba1d22d53f56fdd1a description: '' health_score: 100.0 @@ -267861,15 +278524,15 @@ https://www.macchaffee.com/blog/2022/psp-deprecation: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://www.magalix.com: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033936.999116 v1_locations: - docs/securityascode.md - addition_method: manual https://www.magalix.com/blog/best-practices-and-tools-for-monitoring-your-kubernetes-cluster: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267883,8 +278546,8 @@ https://www.magalix.com/blog/best-practices-and-tools-for-monitoring-your-kubern v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.magalix.com/blog/create-a-ci/cd-pipeline-with-kubernetes-and-jenkins: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267899,8 +278562,8 @@ https://www.magalix.com/blog/create-a-ci/cd-pipeline-with-kubernetes-and-jenkins v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.magalix.com/blog/creating-custom-kubernetes-operators: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267914,8 +278577,8 @@ https://www.magalix.com/blog/creating-custom-kubernetes-operators: v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.magalix.com/blog/deploying-kubernetes-cluster-with-eks: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267929,8 +278592,8 @@ https://www.magalix.com/blog/deploying-kubernetes-cluster-with-eks: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.magalix.com/blog/getting-started-with-istio-overview-and-installation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267944,8 +278607,8 @@ https://www.magalix.com/blog/getting-started-with-istio-overview-and-installatio v2_locations: - istio.md year: N/A - addition_method: manual https://www.magalix.com/blog/how-to-integrate-opa-into-your-kubernetes-cluster-using-kube-mgmt: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267959,8 +278622,8 @@ https://www.magalix.com/blog/how-to-integrate-opa-into-your-kubernetes-cluster-u v2_locations: - demos.md year: N/A - addition_method: manual https://www.magalix.com/blog/implementing-faas-in-kubernetes-using-kubeless: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267974,8 +278637,8 @@ https://www.magalix.com/blog/implementing-faas-in-kubernetes-using-kubeless: v2_locations: - serverless.md year: N/A - addition_method: manual https://www.magalix.com/blog/influencing-kubernetes-scheduler-decisions: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -267989,8 +278652,8 @@ https://www.magalix.com/blog/influencing-kubernetes-scheduler-decisions: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.magalix.com/blog/integrating-open-policy-agent-opa-with-kubernetes-a-deep-dive-tutorial: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268004,8 +278667,8 @@ https://www.magalix.com/blog/integrating-open-policy-agent-opa-with-kubernetes-a v2_locations: - securityascode.md year: N/A - addition_method: manual https://www.magalix.com/blog/kubernetes-101-concepts-and-why-it-matters: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268019,8 +278682,8 @@ https://www.magalix.com/blog/kubernetes-101-concepts-and-why-it-matters: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://www.magalix.com/blog/kubernetes-and-database: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268034,8 +278697,8 @@ https://www.magalix.com/blog/kubernetes-and-database: v2_locations: - databases.md year: N/A - addition_method: manual https://www.magalix.com/blog/kubernetes-authentication: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268049,8 +278712,8 @@ https://www.magalix.com/blog/kubernetes-authentication: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.magalix.com/blog/kubernetes-authorization: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268064,8 +278727,8 @@ https://www.magalix.com/blog/kubernetes-authorization: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.magalix.com/blog/kubernetes-patterns-capacity-planning: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268079,8 +278742,8 @@ https://www.magalix.com/blog/kubernetes-patterns-capacity-planning: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.magalix.com/blog/kubernetes-patterns-the-service-discovery-pattern: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268094,8 +278757,8 @@ https://www.magalix.com/blog/kubernetes-patterns-the-service-discovery-pattern: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.magalix.com/blog/monitor-kuberentes-cluster-to-manage-large-scale-projects: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268109,8 +278772,8 @@ https://www.magalix.com/blog/monitor-kuberentes-cluster-to-manage-large-scale-pr v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.magalix.com/blog/monitoring-of-kubernetes-cluster-through-prometheus-and-grafana: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268127,8 +278790,8 @@ https://www.magalix.com/blog/monitoring-of-kubernetes-cluster-through-prometheus - grafana.md - monitoring.md year: N/A - addition_method: manual https://www.magalix.com/blog/team-productivity-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268142,8 +278805,8 @@ https://www.magalix.com/blog/team-productivity-1: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.magalix.com/blog/the-best-kubernetes-tutorials: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268157,8 +278820,8 @@ https://www.magalix.com/blog/the-best-kubernetes-tutorials: v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://www.magalix.com/blog/top-8-kubernetes-security-best-practices: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268172,8 +278835,8 @@ https://www.magalix.com/blog/top-8-kubernetes-security-best-practices: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.magalix.com/blog/what-is-gitops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268187,8 +278850,8 @@ https://www.magalix.com/blog/what-is-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.magalix.com/blog/what-you-should-know-about-kubernetes-1.20: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268202,8 +278865,8 @@ https://www.magalix.com/blog/what-you-should-know-about-kubernetes-1.20: v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://www.magalix.com/blog/working-with-istio-track-your-services-with-kiali: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268217,8 +278880,8 @@ https://www.magalix.com/blog/working-with-istio-track-your-services-with-kiali: v2_locations: - istio.md year: N/A - addition_method: manual https://www.magalix.com/kubernetes-application-patterns-e-book-download: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -268232,8 +278895,8 @@ https://www.magalix.com/kubernetes-application-patterns-e-book-download: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.makeuseof.com/best-centos-alternatives: + addition_method: manual ai_summary: 'An evaluation of top enterprise-ready Linux distributions that emerged or expanded to fill the void left by CentOS, detailing AlmaLinux, Rocky Linux, Oracle Linux, and Springdale. Double-Evidence: It outlines direct binary compatibility @@ -268263,8 +278926,8 @@ https://www.makeuseof.com/best-centos-alternatives: v2_locations: - linux.md year: N/A - addition_method: manual https://www.makeuseof.com/best-cli-tools-to-monitor-linux-performance-terminal: + addition_method: manual ai_summary: Curator Insight compiles the 6 best CLI performance monitoring systems. Live Grounding highlights how modern terminal engines (like `btop` or `glances`) have radically improved visual representation of system bottlenecks. Extremely @@ -268292,8 +278955,8 @@ https://www.makeuseof.com/best-cli-tools-to-monitor-linux-performance-terminal: v2_locations: - linux.md year: N/A - addition_method: manual https://www.makeuseof.com/best-open-source-project-management-software: + addition_method: manual content_hash: 3bc873a6f6d40582470efae9d8c09df27b31a53259606e83e82b30c2291c8b12 description: '' health_score: 100.0 @@ -268308,8 +278971,8 @@ https://www.makeuseof.com/best-open-source-project-management-software: v2_locations: - project-management-tools.md year: N/A - addition_method: manual https://www.makeuseof.com/best-open-source-webinar-software: + addition_method: manual content_hash: c6decf46b276571ce5b0280e5700ac24410ec0b55af5ec8283fb58f2b0c54c80 description: '' health_score: 100.0 @@ -268324,8 +278987,8 @@ https://www.makeuseof.com/best-open-source-webinar-software: v2_locations: - devel-sites.md year: N/A - addition_method: manual https://www.makeuseof.com/best-red-hat-based-linux-distros: + addition_method: manual ai_summary: 'A broad evaluation of the RHEL-based ecosystem, surveying major operating systems built on Red Hat''s codebase and explaining how package management (RPM/DNF) and security layers (SELinux) are integrated. 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It shows how compiled C execution paths can bypass AWS + file system and network blocks via Python User Defined Functions (UDFs). + + * **Live Grounding**: While a historic exploit, this analysis remains highly relevant + for security engineers and cloud architects auditing managed runtime security + controls and stored procedure execution.' + category: aws-data + complexity: Advanced + content_hash: N/A + description: A masterclass deep dive detailing how to execute raw x64 shellcode + in Redshift by utilizing untrusted PL/Python database extensions and locally compiled + binaries. + hierarchy: + - Cloud Databases + - AWS Redshift + - Security Research + - Binary Injection + - Sandbox Evasion + is_microservice: false + language: en + last_checked: 1780352730.207538 + reputation_status: Vetted + reputation_summary: Pioneering technical article highly discussed on Hacker News + and Reddit Database forums. Celebrated for its creative execution of arbitrary + assembly inside managed sandboxes. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (QuinnyPig) + stars: 4 + status: online + suggested_new_category: database-internals + tags: + - LEGACY + - GUIDE + title: Injecting a Chess Engine into Amazon Redshift + year: '2017' +https://www.microsoft.com/en-us/customers/brand-collections/premier-league-transforming-fan-experiences: + addition_method: automatic + ai_summary: This Microsoft customer story details the Premier League's deployment + of the Premier League Companion, a massive-scale personalization engine powered + by Azure AI and Microsoft Foundry. Unifying 30 seasons of historical match data + with real-time telemetry, the platform leverages a multi-agent AI system and Azure + Cosmos DB to serve real-time personalized content to 60 million active fans. This + architectural transition demonstrates how complex cognitive multi-agent systems + can achieve enterprise-grade scale and boost user engagement by 20% YOY. + category: azure + complexity: advanced + content_hash: N/A + description: A case study showcasing how the Premier League transformed its digital + fan experience using Azure AI, Microsoft Foundry, and multi-agent systems. + hierarchy: + - Public Cloud + - Azure + - AI Agents + - Enterprise Architecture + is_microservice: false + language: en + last_checked: 1780352454.119984 + reputation_status: Vetted + reputation_summary: Official Microsoft customer success story representing a real-world + enterprise deployment of Azure and Microsoft Foundry with high scalability. + resource_type: article + social_preview_url: '' + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: Premier League Deepens Fan Connection Using AI | Microsoft Customer Stories + year: '2026' +? https://www.microsoft.com/en-us/customers/brand-collections/premier-league-transforming-fan-experiences?ocid=FY26_soc_omc_br_LI_PLEndOfSeason +: addition_method: automatic + ai_summary: 'Curator Insight: This enterprise case study details the deployment + of a high-throughput multi-agent personalization platform operating at a global + scale of over 60 million active users. + + + Live Grounding: Powered by Azure Cosmos DB and the Microsoft Foundry model catalog, + the solution unifies legacy media assets and three decades of relational match + statistics to deliver context-aware, localized fan notifications with zero-latency + overhead.' + category: azure + complexity: Intermediate + content_hash: N/A + description: A case study demonstrating how the Premier League leverages Microsoft + Azure, Cosmos DB, and Microsoft Foundry to power a real-time multi-agent personalization + engine. + hierarchy: + - Cloud Architecture + - Azure Solutions + - Multi-Agent Personalization + is_microservice: false + language: English + last_checked: 1780352404.147701 + reputation_status: Vetted + reputation_summary: High-profile commercial customer story detailing real-world + enterprise architectures employing multi-agent orchestration and large scale Azure + Cosmos DB data flows. + resource_type: Case Study + social_preview_url: '' + source_provenance: X.com (Microsoft) + stars: 4 + status: online + suggested_new_category: '' + tags: + - CASE STUDY + title: Premier League Deepens Fan Connection Using AI | Microsoft Customer Stories + year: '2026' +? https://www.microsoft.com/en-us/events/search-catalog?q=Migrate+and+modernize+foundation&filters=product%3Aazure%2Cprimary-language%3Aenglish&scenario=events +: addition_method: automatic + ai_summary: '* **Curator Insight**: A foundational guide for legacy-to-cloud transitions, + highlighting industry standards for evaluating landing zones, containerizing workloads, + and refactoring relational databases. + + * **Live Grounding**: Active catalog offering scheduled virtual interactive sessions + containing updated frameworks for hybrid enterprise strategies, cost governance, + and Microsoft landing zone tools.' + category: azure + complexity: Intermediate + content_hash: N/A + description: A structured webinar and interactive catalog providing practical guidelines + to migrate and modernize infrastructure, databases, and core application workloads + on Azure. + hierarchy: + - Cloud Migration + - Azure + - Modernization + - E-Learning + is_microservice: false + language: en + last_checked: 1780352730.207482 + reputation_status: Vetted + reputation_summary: Official Microsoft learning curriculum highly valued by enterprise + architects embarking on cloud migration and architecture modernization initiatives. + resource_type: training + social_preview_url: '' + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: elearning + tags: + - GUIDE + - ENTERPRISE-STABLE + title: 'Microsoft Azure Virtual Training: Migrate and Modernize Foundation' + year: '2026' +https://www.microsoft.com/en-us/research/articles/webwright-a-terminal-is-all-you-need-for-web-agents: + addition_method: automatic + ai_summary: 'Webwright is a lightweight terminal-native framework released by Microsoft + Research designed for long-horizon web browser agents. Instead of sequentially + predicting discrete coordinate clicks, Webwright grants models a shell environment + to execute Playwright scripts dynamically. + + + * **Code-as-Action Paradigm**: Converts browsing workflows into reusable, parameterized + CLI programs. + + * **State-of-the-Art Benchmarks**: Achieves 86.7% on Online-Mind2Web and 60.1% + on Odysseys long-context challenges. + + * **Integration Ready**: Easily plugs into Claude Code, Cursor, and other agentic + developer toolkits.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: A terminal-native framework by Microsoft Research that lets LLM agents + write and execute Playwright code in a sandbox workspace to complete complex, + long-horizon web automation tasks. + hierarchy: + - Artificial Intelligence + - Autonomous Agents + - Browser Automation + impact_score: 95 + is_microservice: false + language: en + last_checked: 1780401152.315659 + reputation_status: Vetted + reputation_summary: Highly regarded open-source framework released by Microsoft + Research; praised by the community on Reddit and GitHub for its innovative terminal-native + paradigm for browser automation and long-horizon tasks. + resource_type: Article + social_preview_url: '' + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: ai-agents-mcp + tags: + - '[EMERGING]' + - '[COMMUNITY-TOOL]' + title: 'Webwright: A Terminal Is All You Need For Web Agents' + year: '2026' https://www.microsoft.com/en-us/research/blog/biomedical-research-platform-terra-now-available-on-microsoft-azure: + addition_method: manual content_hash: 47dd4cf87161d42937b2e12d2ac288a9647939e2d28bb15a2d348e0882baf553 description: '' health_score: 100.0 @@ -268921,8 +279779,8 @@ https://www.microsoft.com/en-us/research/blog/biomedical-research-platform-terra v2_locations: - azure.md year: N/A - addition_method: manual https://www.microsoft.com/en-us/research/project/medical-image-analysis: + addition_method: manual content_hash: 52852ba3216630106feb3c4388dcda0ee82fe0a508b53f72ebea5adee94bfa64 description: '' health_score: 100.0 @@ -268937,8 +279795,8 @@ https://www.microsoft.com/en-us/research/project/medical-image-analysis: v2_locations: - azure.md year: N/A - addition_method: manual https://www.microsoft.com/en-us/security/blog/2023/04/06/devops-threat-matrix: + addition_method: manual content_hash: 2bc293aeb605622a920ef89ce0f17fcc7f939705e7f743808485a6164479bb97 description: '' health_score: 100.0 @@ -268953,8 +279811,8 @@ https://www.microsoft.com/en-us/security/blog/2023/04/06/devops-threat-matrix: v2_locations: - devops.md year: N/A - addition_method: manual https://www.microsoft.com/en-us/security/business/ai-machine-learning/microsoft-security-copilot: + addition_method: manual ai_summary: An advanced AI-powered SecOps assistant integrating large language models with enterprise threat intelligence arrays. Speeds up security response tasks by generating high-fidelity exploit mitigation playbooks. @@ -268980,9 +279838,9 @@ https://www.microsoft.com/en-us/security/business/ai-machine-learning/microsoft- v2_locations: - devsecops.md year: N/A - addition_method: manual ? https://www.microsoft.com/insidetrack/blog/revolutionizing-our-arm-template-deployment-at-microsoft-with-shift-from-json-to-bicep -: content_hash: 8ce9da6bf6efb05ada8471d0d5a8afaddd96f2d020968783a6c2d6078a5ffe8e +: addition_method: manual + content_hash: 8ce9da6bf6efb05ada8471d0d5a8afaddd96f2d020968783a6c2d6078a5ffe8e description: '' health_score: 100.0 last_checked: 1779031608.990768 @@ -268997,8 +279855,8 @@ https://www.microsoft.com/en-us/security/business/ai-machine-learning/microsoft- v2_locations: - azure.md year: N/A - addition_method: manual https://www.microsoft.com/microsoft-365/microsoft-teams/group-chat-software: + addition_method: manual content_hash: fc6fdba319a20be5be11aacda62152577d4afa8f67e9bfdbce5ec2d53fd40697 description: '' health_score: 100.0 @@ -269013,8 +279871,8 @@ https://www.microsoft.com/microsoft-365/microsoft-teams/group-chat-software: v2_locations: - workfromhome.md year: N/A - addition_method: manual https://www.microsoft.com/security/blog/2020/04/02/attack-matrix-kubernetes: + addition_method: manual ai_summary: 'Microsoft''s foundational threat matrix for Kubernetes, modeled on the MITRE ATT&CK framework. @@ -269045,9 +279903,9 @@ https://www.microsoft.com/security/blog/2020/04/02/attack-matrix-kubernetes: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual ? https://www.microsoft.com/security/blog/2021/03/23/secure-containerized-environments-with-updated-threat-matrix-for-kubernetes -: ai_summary: Microsoft's revised Kubernetes Threat Matrix update, detailing newly +: addition_method: manual + ai_summary: Microsoft's revised Kubernetes Threat Matrix update, detailing newly discovered tactics like credential access via cloud metadata service endpoints and API server exploitation pathways. Essential for modern security monitoring teams. @@ -269074,8 +279932,8 @@ https://www.microsoft.com/security/blog/2020/04/02/attack-matrix-kubernetes: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.middlewareinventory.com/blog/ansible-aws_s3-example: + addition_method: manual content_hash: 19c04487554773b9708f55520022a4978168a9f220af3ae1e6016806b64dc144 description: '' health_score: 100.0 @@ -269092,8 +279950,8 @@ https://www.middlewareinventory.com/blog/ansible-aws_s3-example: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.middlewareinventory.com/blog/ansible-dict: + addition_method: manual content_hash: cfbac6e19f550838c89d86f964dd35712c12a7ca4f35156ab92c9a2f54867dbe description: '' health_score: 100.0 @@ -269110,8 +279968,8 @@ https://www.middlewareinventory.com/blog/ansible-dict: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.middlewareinventory.com/blog/ansible-list-examples-how-to-create-and-append-items-to-list: + addition_method: manual content_hash: 16d3c6cf79eebdbd4a15da3d953d722c4dfaf4eeb47eebb6dc62d25998d1c609 description: '' health_score: 100.0 @@ -269128,8 +279986,8 @@ https://www.middlewareinventory.com/blog/ansible-list-examples-how-to-create-and v2_locations: - ansible.md year: N/A - addition_method: manual https://www.middlewareinventory.com/blog/ansible-playbook-example: + addition_method: manual content_hash: 85daf3901bc1848fdd95378d1c704ae495e99defcf94e6697fa1fd7952436233 description: '' health_score: 100.0 @@ -269146,8 +280004,8 @@ https://www.middlewareinventory.com/blog/ansible-playbook-example: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.middlewareinventory.com/blog/cpu-memory-usage-nodes-k8s: + addition_method: manual ai_summary: A clear, task-focused tutorial demonstrating how to query cluster performance metrics directly using the `kubectl top` command. Explains metrics-server requirements and how to target resource utilization trends across namespaces. @@ -269176,8 +280034,8 @@ https://www.middlewareinventory.com/blog/cpu-memory-usage-nodes-k8s: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.middlewareinventory.com/blog/terraform-create-multiple-ec2-different-config: + addition_method: manual content_hash: 82a3d62615848cca0e251b4e1b82dd1e96919f78c41900a2a082f69bd66bd4b7 description: '' health_score: 100.0 @@ -269194,8 +280052,8 @@ https://www.middlewareinventory.com/blog/terraform-create-multiple-ec2-different v2_locations: - demos.md year: N/A - addition_method: manual https://www.middlewareinventory.com/blog/terraform-for-each-examples: + addition_method: manual content_hash: 38e159957d15db665c7821d6e9c9aab33baed000703c54ee810b368d32c29d6d description: '' health_score: 100.0 @@ -269212,8 +280070,8 @@ https://www.middlewareinventory.com/blog/terraform-for-each-examples: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.middlewareinventory.com/blog/terraform-import-securitygroup-aws: + addition_method: manual content_hash: fd7086bdfa866e6c8cc872d789ca78d67c366d721e4e8c986c31e1032a61d7bb description: '' health_score: 100.0 @@ -269230,8 +280088,8 @@ https://www.middlewareinventory.com/blog/terraform-import-securitygroup-aws: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.migops.com/blog/2021/04/09/pgbackrest-the-best-postgres-backup-tool-with-a-very-active-community: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779031107.301187 @@ -269246,8 +280104,8 @@ https://www.migops.com/blog/2021/04/09/pgbackrest-the-best-postgres-backup-tool- v2_locations: - databases.md year: N/A - addition_method: manual https://www.migops.com/blog/2021/11/26/is-aurora-postgresql-really-faster-and-cheaper-than-rds-postgresql-benchmarking: + addition_method: manual ai_summary: Curator Insight provides an empirical benchmarking study comparing Aurora PostgreSQL with standard RDS PostgreSQL. Live Grounding highlights that the performance gains of Aurora's shared-storage architecture are highly dependent on transaction @@ -269276,14 +280134,14 @@ https://www.migops.com/blog/2021/11/26/is-aurora-postgresql-really-faster-and-ch v2_locations: - aws-databases.md year: N/A - addition_method: manual https://www.migops.com/blog/pgbackrest-the-best-postgres-backup-tool-with-a-very-active-community: + addition_method: manual health_score: 64.0 last_checked: 1779130494.94698 v1_locations: - docs/databases.md - addition_method: manual https://www.min.io: + addition_method: manual content_hash: fb9d91ec1455378daeea684a4d9202d1921706ff8c81a036261ed51e91b98d1b health_score: 100.0 last_checked: 1779130494.979677 @@ -269294,8 +280152,8 @@ https://www.min.io: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://www.min.io/blog: + addition_method: manual content_hash: 3d5437fec2ee99271b6b5671cde0f75a2fd0a36897365d1783bddbc3b80f6755 health_score: 100.0 last_checked: 1779130494.968545 @@ -269310,8 +280168,8 @@ https://www.min.io/blog: - kubernetes.md - introduction.md - kubernetes-storage.md - addition_method: manual https://www.min.io/blog/certificate-based-authentication-with-s3: + addition_method: manual ai_summary: Explains how to implement robust Mutual TLS (mTLS) and client certificate-based authentication with MinIO. Outlines secure key exchanges and architectural mapping of certificates to IAM policies. @@ -269332,8 +280190,8 @@ https://www.min.io/blog/certificate-based-authentication-with-s3: v2_locations: - aws-storage.md year: '2022' - addition_method: manual https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us: + addition_method: manual ai_summary: 'Curator Insight: Bridges the gap between technical release pipelines and business product cycles. Live Grounding: Emphasizes how feature flagging and continuous delivery empower product managers to decouple releases from deployments. @@ -269366,8 +280224,40 @@ https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-f - cicd.md - devops.md year: N/A - addition_method: manual +https://www.minisim.app: + addition_method: automatic + ai_summary: MiniSim addresses local virtualization friction by providing a highly + optimized, macOS native menu-bar application to launch mobile simulators. By integrating + with xcrun and local Android SDK directories, it provides direct, keyboard-driven + controls to manage emulators without triggering heavy IDE interfaces. It dramatically + improves development loop ergonomics and conserves system resources. + category: devops-tools + complexity: Beginner + content_hash: 616cbb4d6e81988803295d750c8ad8608309048ded1f6c813fbabdadd3e53f6a + description: A lightweight macOS menu bar utility engineered to launch iOS and Android + virtual devices with minimal overhead. + hierarchy: + - Development Tools + - Mobile Simulators + - macOS Utilities + is_microservice: false + language: en + last_checked: 1780352414.11563 + reputation_status: Vetted + reputation_summary: Highly trusted, actively maintained macOS utility that serves + as a staple tool for mobile platform developers. + resource_type: website + social_preview_url: https://minisim.app/og-image.jpg + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: developer-productivity + tags: + - '[COMMUNITY-TOOL]' + title: 'MiniSim: Launcher for iOS and Android Simulators' + year: '2024' https://www.mirantis.com/blog/how-install-kubernetes-kubeadm: + addition_method: manual ai_summary: A simplified deployment checklist for running containerized workloads on Kubernetes via kubeadm. Demonstrates manual package installation, initialization commands, and standard validation tests. Good starting point for spinning up fast @@ -269396,8 +280286,8 @@ https://www.mirantis.com/blog/how-install-kubernetes-kubeadm: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.mirantis.com/blog/introduction-to-istio-ingress-the-easy-way-to-manage-incoming-kubernetes-app-traffic: + addition_method: manual ai_summary: An introduction to configuring incoming traffic paths through the Istio Ingress Gateway. Shows how routing configurations, mutual TLS controls, and access boundaries can be handled outside microservices at the platform ingress layer. @@ -269426,8 +280316,8 @@ https://www.mirantis.com/blog/introduction-to-istio-ingress-the-easy-way-to-mana v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.mirantis.com/blog/introduction-to-kustomize-part-1-creating-a-kubernetes-app-out-of-multiple-pieces: + addition_method: manual content_hash: c0f6da823158e482b1d56909022dda5fa6e419ed6b24397a83d760595ee369eb description: '' health_score: 100.0 @@ -269444,8 +280334,8 @@ https://www.mirantis.com/blog/introduction-to-kustomize-part-1-creating-a-kubern v2_locations: - kustomize.md year: N/A - addition_method: manual https://www.mirantis.com/blog/introduction-to-yaml-creating-a-kubernetes-deployment: + addition_method: manual content_hash: af08712a34e19e9c3e8e466962b6d17ca34380d11ffb0ba5f4f90c0a95ffc41c description: '' health_score: 100.0 @@ -269461,8 +280351,8 @@ https://www.mirantis.com/blog/introduction-to-yaml-creating-a-kubernetes-deploym v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.mirantis.com/blog/kubernetes-cheat-sheet: + addition_method: manual content_hash: d2c7022519d7dddf950edbe5b14cede7bd751f48384fe5be52f3ec3730ecdc6e description: '' health_score: 100.0 @@ -269478,16 +280368,16 @@ https://www.mirantis.com/blog/kubernetes-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.mirantis.com/blog/your-app-deserves-more-than-kubernetes-ingress-kubernetes-ingress-vs-istio-gateway-webinar: + addition_method: manual content_hash: 62e8da80106634e4c7eed5e4aed398c4292e3c73e8bd3a65adb04d83497c910e health_score: 100.0 last_checked: 1779032779.728409 needs_ai_refresh: true v1_locations: - docs/istio.md - addition_method: manual https://www.mirantis.com/software/docker/docker-enterprise: + addition_method: manual content_hash: 6dfc071794b7c0702e8c435b441a660c1ec56d90f301b8ed5e5d21ef8da0b176 description: '' health_score: 100.0 @@ -269504,8 +280394,8 @@ https://www.mirantis.com/software/docker/docker-enterprise: - docs/kubernetes-on-premise.md - docs/matrix-table.md year: N/A - addition_method: manual https://www.mkdocs.org: + addition_method: manual ai_summary: 'A fast, simple, and highly customizable static site generator geared towards building project documentation. Written in Python and configured with a single YAML file, it translates Markdown sources into lightweight, responsive @@ -269535,9 +280425,9 @@ https://www.mkdocs.org: v2_locations: - mkdocs.md year: N/A - addition_method: manual ? https://www.moesif.com/blog/technical/api-gateways/How-to-Choose-The-Right-API-Gateway-For-Your-Platform-Comparison-Of-Kong-Tyk-Apigee-And-Alternatives -: content_hash: 6fc5e8c9b1c445e4ff6c9acb0c084bbc4bb0ade4d76afa7f0c1bdca562008186 +: addition_method: manual + content_hash: 6fc5e8c9b1c445e4ff6c9acb0c084bbc4bb0ade4d76afa7f0c1bdca562008186 description: '' health_score: 100.0 last_checked: 1779030339.785765 @@ -269553,8 +280443,8 @@ https://www.mkdocs.org: v2_locations: - developerportals.md year: N/A - addition_method: manual https://www.mongodb.com/blog/post/daa-s-with-mongo-db-and-confluent: + addition_method: manual content_hash: 5067c4a42d929254c3a437a67d61817b35bb30940637df0087888b3401f3eda0 description: '' health_score: 100.0 @@ -269565,8 +280455,8 @@ https://www.mongodb.com/blog/post/daa-s-with-mongo-db-and-confluent: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.mongodb.com/blog/post/introducing-mongodb-for-vs-code: + addition_method: manual content_hash: 6233cb633ede3f12b55b2973541ccc0810096f3c963b85e4ef9242343b65506e description: '' health_score: 100.0 @@ -269576,15 +280466,15 @@ https://www.mongodb.com/blog/post/introducing-mongodb-for-vs-code: v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://www.mongodb.com/company/blog/product-release-announcements/introducing-mongodb-for-vs-code: + addition_method: manual content_hash: a67fb9a7f3156ce9066bd7cc2fc67b3e9df37fce5729767c76619577b032df94 health_score: 100.0 last_checked: 1779130494.933619 v1_locations: - docs/visual-studio.md - addition_method: manual https://www.mongodb.com/company/blog/technical/daa-s-with-mongo-db-and-confluent: + addition_method: manual ai_summary: An architecture case study exploring how to design a modern Data-as-a-Service (DaaS) paradigm using MongoDB and Confluent. Focuses on real-time CDC synchronization mechanisms and state persistence across high-throughput microservices. @@ -269606,8 +280496,8 @@ https://www.mongodb.com/company/blog/technical/daa-s-with-mongo-db-and-confluent v2_locations: - message-queue.md year: '2020' - addition_method: manual https://www.mongodb.com/docs: + addition_method: manual content_hash: 4a8d680e4f47a8bc5f3f057d113eed71f1f51d3a94c94fd4e94835387805d95f health_score: 100.0 last_checked: 1779130495.004029 @@ -269618,8 +280508,8 @@ https://www.mongodb.com/docs: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://www.mongodb.com/docs/manual/security: + addition_method: manual content_hash: d0d3e40dde2c5a651e97cd2536ec4218b1ca7412c3fb238c0ba9269f76b7159c health_score: 100.0 last_checked: 1779130494.994923 @@ -269630,8 +280520,8 @@ https://www.mongodb.com/docs/manual/security: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://www.mongodb.com/kubernetes: + addition_method: manual content_hash: 91b14939009353199741c76b63d513cce5b9de3642501618d89d410d081763f3 description: '' health_score: 100.0 @@ -269642,8 +280532,8 @@ https://www.mongodb.com/kubernetes: v1_locations: - docs/nosql.md year: N/A - addition_method: manual https://www.mongodb.com/products/integrations/kubernetes: + addition_method: manual content_hash: ef302b8e596334ce5081bf6b86e47f91ff31d868cdf354e1fd33de49631bb748 health_score: 100.0 last_checked: 1779130494.938895 @@ -269654,8 +280544,8 @@ https://www.mongodb.com/products/integrations/kubernetes: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual https://www.morling.dev/blog/introducing-jfrunit-1-0-0-alpha1: + addition_method: manual content_hash: 3fdafa5c722e4b52acb34491f2362f096e662bfaafb88c82e2aa2377baa13aa7 description: '' health_score: 100.0 @@ -269671,8 +280561,8 @@ https://www.morling.dev/blog/introducing-jfrunit-1-0-0-alpha1: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.morling.dev/blog/single-message-transforms-swiss-army-knife-of-kafka-connect: + addition_method: manual ai_summary: An deep-dive breakdown of Single Message Transformations (SMTs) within Kafka Connect. Shows how to filter, modify, anonymize, and restructure record payloads on-the-fly without requiring customized stream computing logic. @@ -269699,8 +280589,8 @@ https://www.morling.dev/blog/single-message-transforms-swiss-army-knife-of-kafka v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.mssqltips.com/sqlservertip/7094/azure-data-factory-vs-ssis-similarities-differences: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -269716,8 +280606,8 @@ https://www.mssqltips.com/sqlservertip/7094/azure-data-factory-vs-ssis-similarit v2_locations: - azure.md year: N/A - addition_method: manual https://www.mssqltips.com/sqlservertip/7188/powershell-if-if-else-switch-examples: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -269731,8 +280621,8 @@ https://www.mssqltips.com/sqlservertip/7188/powershell-if-if-else-switch-example v2_locations: - azure.md year: N/A - addition_method: manual https://www.mulesoft.com: + addition_method: manual ai_summary: The industry-standard enterprise integration platform (Anypoint Platform) providing high-density API management, ESB capabilities, and iPaaS routing. Mulesoft is highly suited for large-scale legacy modernization and hybrid-cloud orchestration, @@ -269761,8 +280651,8 @@ https://www.mulesoft.com: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.mulesoft.com/api/rest/what-is-rest-api: + addition_method: manual content_hash: 6e367b46bf81bf36c321d7638c0eaee334993edcbbbea28ee132608ffdc5297a health_score: 100.0 last_checked: 1779130494.938996 @@ -269773,8 +280663,8 @@ https://www.mulesoft.com/api/rest/what-is-rest-api: - docs/api.md v2_locations: - api.md - addition_method: manual https://www.mulesoft.com/platform/api/manager: + addition_method: manual content_hash: f96a7ec41d72ff474c3cabd36387fdc7de0d42227e6e59598c2efdce818893e1 description: '' health_score: 100.0 @@ -269790,8 +280680,8 @@ https://www.mulesoft.com/platform/api/manager: v2_locations: - developerportals.md year: N/A - addition_method: manual https://www.mulesoft.com/resources/api/restful-api: + addition_method: manual content_hash: eb418f0e2a4aadd325d9dd1dbc2eb065e7ea9558ef0554092b93f3c008339ac5 description: '' health_score: 100.0 @@ -269802,8 +280692,8 @@ https://www.mulesoft.com/resources/api/restful-api: v1_locations: - docs/api.md year: N/A - addition_method: manual https://www.mux.com: + addition_method: manual content_hash: 3e1817113fb92e2ac3c06acdcaf62ea15f7ce2759a565ccb79c03c4e1818fc25 health_score: 100.0 last_checked: 1779130495.033638 @@ -269814,8 +280704,8 @@ https://www.mux.com: - docs/api.md v2_locations: - api.md - addition_method: manual https://www.muycomputer.com/2021/06/03/winget-1-0-paquetes-windows-10: + addition_method: manual content_hash: db64bd5407ab19acd700aaedebcc227b84aba0df5e2cd87f179217a8b04fd218 description: '' health_score: 100.0 @@ -269832,8 +280722,8 @@ https://www.muycomputer.com/2021/06/03/winget-1-0-paquetes-windows-10: v2_locations: - azure.md year: N/A - addition_method: manual https://www.muycomputerpro.com/2024/01/12/ingenieria-de-plataformas-de-devops-la-nueva-generacion-de-devops: + addition_method: manual content_hash: 748e6319945b1e224d452c0afd07fb72adce956f4a59a53da1e829ef83d019d9 description: '' health_score: 100.0 @@ -269850,8 +280740,8 @@ https://www.muycomputerpro.com/2024/01/12/ingenieria-de-plataformas-de-devops-la v2_locations: - devops.md year: N/A - addition_method: manual https://www.muylinux.com: + addition_method: manual ai_summary: A highly active Spanish-language media site focusing on desktop Linux distributions, core open-source community movements, and user-facing utilities. [SPANISH CONTENT] @@ -269877,8 +280767,8 @@ https://www.muylinux.com: v2_locations: - linux.md year: N/A - addition_method: manual https://www.mypythonquiz.com: + addition_method: manual ai_summary: An interactive web-based Python practice quiz designed for continuous integration testing validation. Useful for engineering screening and assessing fundamental coding competency. @@ -269904,8 +280794,8 @@ https://www.mypythonquiz.com: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.mytechramblings.com/posts/gitops-with-azure-devops-helm-acr-flux-and-k8s: + addition_method: manual content_hash: e8659ac071c08f9d512e1ca9266c09ca4f1e7f38b80ea1e12c48bad9fe4c5748 description: '' health_score: 100.0 @@ -269922,8 +280812,8 @@ https://www.mytechramblings.com/posts/gitops-with-azure-devops-helm-acr-flux-and v2_locations: - demos.md year: N/A - addition_method: manual https://www.n-ix.com/reduce-technical-debt: + addition_method: manual content_hash: 014dd821a92c83eb58a743e13261dd4ab7e5539a919ca5a541bcb14106bee48d description: '' health_score: 100.0 @@ -269939,8 +280829,8 @@ https://www.n-ix.com/reduce-technical-debt: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.namecheap.com/blog/visualize-your-deployment-status-with-jenkins: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -269950,8 +280840,8 @@ https://www.namecheap.com/blog/visualize-your-deployment-status-with-jenkins: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.nathannellans.com/post/app-registration-enterprise-apps-part-2: + addition_method: manual content_hash: 8e2abfe794ba69d3c41f46b65e284df1febdbec24c3529826c2d30f80d1f94ca description: '' health_score: 100.0 @@ -269963,8 +280853,8 @@ https://www.nathannellans.com/post/app-registration-enterprise-apps-part-2: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://www.nathannellans.com/post/app-registrations-enterprise-apps-and-service-principals: + addition_method: manual content_hash: 6dfc50e5d5c1b8b13fb4e5be57c32cd3737c775dc8eba00f4e57cc0728c98c49 description: '' health_score: 100.0 @@ -269981,8 +280871,8 @@ https://www.nathannellans.com/post/app-registrations-enterprise-apps-and-service v2_locations: - azure.md year: N/A - addition_method: manual https://www.nathannellans.com/post/azure-application-gateway-part-1: + addition_method: manual content_hash: 3355e87941b55c891d8a5bd17607d5ba65cc0640ac352d2321e2a6d34a6329ef description: '' health_score: 100.0 @@ -269998,8 +280888,8 @@ https://www.nathannellans.com/post/azure-application-gateway-part-1: v2_locations: - azure.md year: N/A - addition_method: manual https://www.nature.com/articles/d43747-023-00028-w: + addition_method: manual content_hash: 8cc6987bd494e83b03e82db5a92f875f5f7e47662e00a52d731974b190f2b5d4 description: '' health_score: 100.0 @@ -270016,8 +280906,8 @@ https://www.nature.com/articles/d43747-023-00028-w: v2_locations: - customer.md year: N/A - addition_method: manual https://www.ncsc.gov.uk/blog-post/introducing-scanning-made-easy: + addition_method: manual content_hash: dbe063b202f831dd807632ee5a90e232284b3f0b67ee5ad8512c5b10ec9b370e description: '' health_score: 100.0 @@ -270027,15 +280917,15 @@ https://www.ncsc.gov.uk/blog-post/introducing-scanning-made-easy: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.ncsc.gov.uk/information/page-removed: + addition_method: manual content_hash: 3ac81f2c390fb1467826d731890c4b71c3313dee99b41859e5ba8bce8f8d1c10 health_score: 100.0 last_checked: 1779130494.93393 v1_locations: - docs/devsecops.md - addition_method: manual https://www.nczonline.net/blog/2011/11/29/how-content-delivery-networks-cdns-work: + addition_method: manual content_hash: 6f7257cb06df44549080a61b4dc29cc9adf59ee8b7bc165dcd04a799c6c868df description: '' health_score: 100.0 @@ -270046,8 +280936,8 @@ https://www.nczonline.net/blog/2011/11/29/how-content-delivery-networks-cdns-wor v1_locations: - docs/caching.md year: N/A - addition_method: manual https://www.neowin.net/news/exploring-the-lack-of-security-in-a-typical-docker-and-kubernets-installation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -270061,8 +280951,8 @@ https://www.neowin.net/news/exploring-the-lack-of-security-in-a-typical-docker-a v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.netdata.cloud/blog/kubernetes-throttling-doesnt-have-to-suck-let-us-help: + addition_method: manual content_hash: fa5955c803e8f806422cc0d94d0c8bbc6c8a738b3c475a9dad0fd43e605be7c3 description: '' health_score: 100.0 @@ -270079,8 +280969,8 @@ https://www.netdata.cloud/blog/kubernetes-throttling-doesnt-have-to-suck-let-us- v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.netdesignarena.com/index.php/2020/04/15/new-blog-series-aws-cloud-networking-zero-to-hero: + addition_method: manual content_hash: 2caad6004c36a37878888e3c50e5180fad931460af0a197c758927c95f8e8632 health_score: 100.0 last_checked: 1779029259.19665 @@ -270091,8 +280981,8 @@ https://www.netdesignarena.com/index.php/2020/04/15/new-blog-series-aws-cloud-ne - docs/aws-networking.md v2_locations: - aws-networking.md - addition_method: manual https://www.networkmanagementsoftware.com/google-cloud-platform-gcp-networking-fundamentals: + addition_method: manual content_hash: d4627970faddc9dcfcd2517a3edd29ad6ca5fe808cd393eedb0c9132d83a96da description: '' health_score: 100.0 @@ -270109,8 +280999,8 @@ https://www.networkmanagementsoftware.com/google-cloud-platform-gcp-networking-f v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://www.nextgov.com/ideas/2023/11/why-smart-multicloud-policies-are-golden-ticket-modernizing-it-infrastructure/392232: + addition_method: manual content_hash: c24f85a07597f83c18a93f6286efe9474825363b31e76318f74561f54ae7b059 description: '' health_score: 100.0 @@ -270127,8 +281017,8 @@ https://www.nextgov.com/ideas/2023/11/why-smart-multicloud-policies-are-golden-t v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://www.nextplatform.com/2018/10/15/red-hat-flexes-coreos-muscle-in-openshift-kubernetes-platform: + addition_method: manual content_hash: ff1414119a4b91eb1d93178e5d3821c170d3c45018b60d5f6610805129bd4c59 description: '' health_score: 100.0 @@ -270139,8 +281029,8 @@ https://www.nextplatform.com/2018/10/15/red-hat-flexes-coreos-muscle-in-openshif v1_locations: - 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kubernetes.md - about.md - addition_method: manual https://www.nginx.com: + addition_method: manual content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb description: '' health_score: 100.0 @@ -270219,8 +281109,8 @@ https://www.nginx.com: v1_locations: - docs/web-servers.md year: N/A - addition_method: manual https://www.nginx.com/blog/announcing-nginx-core-collection-ansible: + addition_method: manual content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb description: '' health_score: 100.0 @@ -270231,8 +281121,8 @@ https://www.nginx.com/blog/announcing-nginx-core-collection-ansible: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.nginx.com/blog/automating-multi-cluster-dns-with-nginx-ingress-controller: + addition_method: manual content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb description: '' health_score: 100.0 @@ -270243,8 +281133,8 @@ https://www.nginx.com/blog/automating-multi-cluster-dns-with-nginx-ingress-contr v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://www.nginx.com/blog/best-practices-for-configuring-microservices-apps: + addition_method: manual content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb description: '' health_score: 100.0 @@ -270255,8 +281145,8 @@ https://www.nginx.com/blog/best-practices-for-configuring-microservices-apps: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.nginx.com/blog/deploying-nginx-ingress-controller-on-amazon-eks-how-we-tested: + addition_method: manual content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb description: '' health_score: 100.0 @@ -270267,8 +281157,8 @@ https://www.nginx.com/blog/deploying-nginx-ingress-controller-on-amazon-eks-how- v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.nginx.com/blog/deploying-nginx-plus-as-an-api-gateway-part-1: + addition_method: manual content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb description: '' health_score: 100.0 @@ -270279,8 +281169,8 @@ https://www.nginx.com/blog/deploying-nginx-plus-as-an-api-gateway-part-1: v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://www.nginx.com/blog/event-driven-data-management-microservices: + addition_method: manual content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb description: '' health_score: 100.0 @@ -270291,8 +281181,8 @@ https://www.nginx.com/blog/event-driven-data-management-microservices: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.nginx.com/blog/guide-to-choosing-ingress-controller-part-4-nginx-ingress-controller-options: + addition_method: manual content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb description: '' health_score: 100.0 @@ -270304,8 +281194,8 @@ https://www.nginx.com/blog/guide-to-choosing-ingress-controller-part-4-nginx-ing v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://www.nginx.com/blog/how-to-choose-a-service-mesh: + addition_method: manual content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb description: '' health_score: 100.0 @@ -270316,8 +281206,8 @@ https://www.nginx.com/blog/how-to-choose-a-service-mesh: v1_locations: - 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docs/openshift.md year: N/A - addition_method: manual https://www.openshift.com/blog/kubernetes-is-removing-docker-support-kubernetes-is-not-removing-docker-support: + addition_method: manual content_hash: 0a94b94971963699af968b3ab2ca2351f268d4113afe78a305a34e4c62fcd9c7 description: '' health_score: 100.0 @@ -271870,8 +282760,8 @@ https://www.openshift.com/blog/kubernetes-is-removing-docker-support-kubernetes- v1_locations: - docs/kubernetes-releases.md year: N/A - addition_method: manual https://www.openshift.com/blog/leveraging-the-crunchy-postgresql: + addition_method: manual content_hash: 925eb4cd18a3dc64206273aecc2acb2b2a7c09f03677b57bcb416e9b06f8d7f2 description: '' health_score: 100.0 @@ -271882,8 +282772,8 @@ https://www.openshift.com/blog/leveraging-the-crunchy-postgresql: v1_locations: - docs/crunchydata.md year: N/A - addition_method: manual https://www.openshift.com/blog/metrics-driven-pod-constraints: + addition_method: manual content_hash: 0a662313b706b0db0a0d9de6e68359f9965638852dabfec409e2fc972ce949f9 description: '' health_score: 100.0 @@ -271894,8 +282784,8 @@ https://www.openshift.com/blog/metrics-driven-pod-constraints: v1_locations: - 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docs/monitoring.md year: N/A - addition_method: manual https://www.openshift.com/blog/monitoring-services-like-an-sre-in-openshift-servicemesh: + addition_method: manual content_hash: a62456311a164aa37fe37dce86cf29a60ef33257d98c1111f65d0fb6f0560b67 description: '' health_score: 100.0 @@ -271943,9 +282833,9 @@ https://www.openshift.com/blog/monitoring-services-like-an-sre-in-openshift-serv v1_locations: - docs/demos.md year: N/A - addition_method: manual ? https://www.openshift.com/blog/monitoring-services-like-an-sre-in-openshift-servicemesh-part-2-collecting-standard-metrics-3 -: content_hash: 2c10c48b25c03feed384245ab2d9a64cf505172a4adfabed509a0d2a1f4409a2 +: addition_method: manual + content_hash: 2c10c48b25c03feed384245ab2d9a64cf505172a4adfabed509a0d2a1f4409a2 description: '' health_score: 100.0 last_checked: 1779032376.804986 @@ -271956,8 +282846,8 @@ https://www.openshift.com/blog/monitoring-services-like-an-sre-in-openshift-serv v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.openshift.com/blog/nested-openshift-using-openshift-virtualization: + addition_method: manual content_hash: 311de8c3f50f666513801fc86231ae30b6d1ea36d321199df0f954a97ad5fe5c description: '' health_score: 100.0 @@ -271968,8 +282858,8 @@ https://www.openshift.com/blog/nested-openshift-using-openshift-virtualization: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/network-policies-controlling-cross-project-communication-on-openshift: + addition_method: manual content_hash: 6da324dcde9d8125e6661db743d26ba25ae5cbbe794f1ae86b9f069f91aca4f3 description: '' health_score: 100.0 @@ -271981,8 +282871,8 @@ https://www.openshift.com/blog/network-policies-controlling-cross-project-commun v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://www.openshift.com/blog/networkpolicies-and-microsegmentation: + addition_method: manual content_hash: 0db7c2a94fce7a1df4c723bdd14bf0092555255dc990d68ec4c0961fa09ababb description: '' health_score: 100.0 @@ -271993,9 +282883,9 @@ https://www.openshift.com/blog/networkpolicies-and-microsegmentation: v1_locations: - docs/openshift.md year: N/A - addition_method: manual ? https://www.openshift.com/blog/ocp-disaster-recovery-part-3-recovering-an-openshift-4-ipi-cluster-with-the-loss-of-two-master-nodes -: content_hash: b4552fe8e6725393e8e877fe4c44c1fea547c18b876906ed3fa32bf3bab8ee55 +: addition_method: manual + content_hash: b4552fe8e6725393e8e877fe4c44c1fea547c18b876906ed3fa32bf3bab8ee55 description: '' health_score: 100.0 last_checked: 1779034273.414554 @@ -272006,8 +282896,8 @@ https://www.openshift.com/blog/networkpolicies-and-microsegmentation: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/openshift-4-image-builds: + addition_method: manual content_hash: d03f73ff596318210ff4c34fb2fadadbef6382904312f0ff8070e287133b75ef description: '' health_score: 100.0 @@ -272018,8 +282908,8 @@ https://www.openshift.com/blog/openshift-4-image-builds: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/openshift-4.5-node-improvements: + addition_method: manual content_hash: 5090e6279fafe37a48bb898df7b0e4e31bd0fe9a6b26f7ec92f8791332c0c9d1 description: '' health_score: 100.0 @@ -272030,8 +282920,8 @@ https://www.openshift.com/blog/openshift-4.5-node-improvements: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/openshift-and-network-security-zones-coexistence-approaches: + addition_method: manual content_hash: 9f161c0cbefe6c6cdae67be6897b6f6a98849f689a2e8cd0e1064d13ed53bce6 description: '' health_score: 100.0 @@ -272042,8 +282932,8 @@ https://www.openshift.com/blog/openshift-and-network-security-zones-coexistence- v1_locations: - 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docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/openshift-end-to-end-plan-and-deploy: + addition_method: manual content_hash: f77047f1f8303f7f2d28d2c391bacdab1622f5236d1b526e1535bbd99c9910bb description: '' health_score: 100.0 @@ -272123,8 +283013,8 @@ https://www.openshift.com/blog/openshift-end-to-end-plan-and-deploy: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/openshift-on-arm-developer-preview-now-available-for-aws: + addition_method: manual content_hash: 1817e556c8d3d752e82f5c3e72ebbed8392558aa140099a39b07e82ff4ca09a8 description: '' health_score: 100.0 @@ -272135,9 +283025,9 @@ https://www.openshift.com/blog/openshift-on-arm-developer-preview-now-available- v1_locations: - docs/ocp4.md year: N/A - addition_method: manual ? https://www.openshift.com/blog/openshift-pipelines-advanced-triggers-part-1-triggering-different-project-builds-in-the-same-repository -: content_hash: f7339e122ffe0d6338cb355743e17810d2d7e52b106f93ed79061eddf32f7744 +: addition_method: manual + content_hash: f7339e122ffe0d6338cb355743e17810d2d7e52b106f93ed79061eddf32f7744 description: '' health_score: 100.0 last_checked: 1779030806.080262 @@ -272148,8 +283038,8 @@ https://www.openshift.com/blog/openshift-on-arm-developer-preview-now-available- v1_locations: - docs/openshift-pipelines.md year: N/A - addition_method: manual https://www.openshift.com/blog/openshift-pipelines-and-openshift-gitops-are-now-generally-available: + addition_method: manual content_hash: d2456cb8028fcaae9fe1d967615a516f9bb50972c7a8d1d13d4287923527d9f0 description: '' health_score: 100.0 @@ -272161,8 +283051,8 @@ https://www.openshift.com/blog/openshift-pipelines-and-openshift-gitops-are-now- v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://www.openshift.com/blog/openshift-pipelines-jenkins-blue-ocean: + addition_method: manual content_hash: 2ee94915417fd0722a571f8be103630d1d8055c294a3438c62eefb2431eb21e5 description: '' health_score: 100.0 @@ -272174,8 +283064,8 @@ https://www.openshift.com/blog/openshift-pipelines-jenkins-blue-ocean: - docs/demos.md - docs/openshift-pipelines.md year: N/A - addition_method: manual https://www.openshift.com/blog/openshift-security-best-practices-for-kubernetes-cluster-design: + addition_method: manual content_hash: 372317bd69386f3430e9bc940564f83547b224e66b8969abce36dcda6d50c39a description: '' health_score: 100.0 @@ -272187,8 +283077,8 @@ https://www.openshift.com/blog/openshift-security-best-practices-for-kubernetes- v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/openshift-upi-using-static-ips: + addition_method: manual content_hash: ece0bb26b37b9b65fa7838a36e6ed1b0487a81c31cc41dbb24471ddc85dc561c description: '' health_score: 100.0 @@ -272199,8 +283089,8 @@ https://www.openshift.com/blog/openshift-upi-using-static-ips: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4: + addition_method: manual content_hash: c08fbc619d8218d617d6d695662c70bbeca47af717b17f045376171a0333074c description: '' health_score: 100.0 @@ -272211,8 +283101,8 @@ https://www.openshift.com/blog/operator-based-calico-cni-plug-in-is-supported-on v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/our-favorite-things-from-gitops-con-at-kubecon-eu: + addition_method: manual content_hash: 2c15efdc952f5c052e9ddbc82c04a120c32e436c6917f713de423d476c8e73b1 description: '' health_score: 100.0 @@ -272223,8 +283113,8 @@ https://www.openshift.com/blog/our-favorite-things-from-gitops-con-at-kubecon-eu v1_locations: - 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docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/red-hat-openshift-installation-process-experiences-on-ibm-z-linuxone: + addition_method: manual content_hash: 2ef532ba6a277b749d82fc22dbe84087fd2c77a64a9fcc4d45567998ec827b59 description: '' health_score: 100.0 @@ -272267,8 +283157,8 @@ https://www.openshift.com/blog/red-hat-openshift-installation-process-experience v1_locations: - docs/ibm_cloud.md year: N/A - addition_method: manual https://www.openshift.com/blog/signing-and-verifying-container-images: + addition_method: manual content_hash: 555ce390b7f66dca0733e5d16c357cf75887a2ad75b41b52012977b3bc288f74 description: '' health_score: 100.0 @@ -272279,8 +283169,8 @@ https://www.openshift.com/blog/signing-and-verifying-container-images: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.openshift.com/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift: + addition_method: manual content_hash: f20214c43b49abda059e660f8343e6da1982b27ef186d5f4a321e419a810e6bc description: '' health_score: 100.0 @@ -272292,8 +283182,8 @@ https://www.openshift.com/blog/simple-canary-deployments-using-kubernetes-statef v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.openshift.com/blog/sizing-applications-in-kubernetes: + addition_method: manual content_hash: 2c70c5a4d6f5b349f837d27ee0cccb57c261335c79908fbae1d10c2fd4a5e044 description: '' health_score: 100.0 @@ -272304,8 +283194,8 @@ https://www.openshift.com/blog/sizing-applications-in-kubernetes: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.openshift.com/blog/sso-integration-for-the-openshift-gitops-operator: + addition_method: manual content_hash: 85cf96e8e2342a7525b61b52fdff207f5619df5a2842328d82c175f31c5a03be description: '' health_score: 100.0 @@ -272316,8 +283206,8 @@ https://www.openshift.com/blog/sso-integration-for-the-openshift-gitops-operator v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.openshift.com/blog/state-of-openshift-container-storage-eran-tamir-and-duncan-hardie-red-hat: + addition_method: manual content_hash: d7673e3bb4f9faca9b7de6e260bd38ca4b8c63464d0fb8f4f8bd975e5154e7bb description: '' health_score: 100.0 @@ -272329,8 +283219,8 @@ https://www.openshift.com/blog/state-of-openshift-container-storage-eran-tamir-a - docs/kubernetes-storage.md - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/stateful-workloads-and-the-two-data-center-conundrum: + addition_method: manual content_hash: 8d2d682cec3235b0bdfa9b6b7c4e38cae8f03e7557c8c3cb82b72d897a2a303d description: '' health_score: 100.0 @@ -272341,8 +283231,8 @@ https://www.openshift.com/blog/stateful-workloads-and-the-two-data-center-conund v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://www.openshift.com/blog/strategies-for-moving-.net-workloads-to-openshift-container-platform: + addition_method: manual content_hash: 6c6b86fd4af57a8e8b103df6ada22e3705f0100770c5ce29ef579c0b70784a76 description: '' health_score: 100.0 @@ -272354,8 +283244,8 @@ https://www.openshift.com/blog/strategies-for-moving-.net-workloads-to-openshift v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/the-hidden-dangers-of-terminating-namespaces: + addition_method: manual content_hash: bee95f98ae9b2aadd267586725c45cfb9a9005300b7ae3fa614939f815e965f1 description: '' health_score: 100.0 @@ -272366,8 +283256,8 @@ https://www.openshift.com/blog/the-hidden-dangers-of-terminating-namespaces: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.openshift.com/blog/topology-aware-scheduling-in-kubernetes-part-1-the-high-level-business-case: + addition_method: manual content_hash: 9526dd8349b8dcddcd78147cb36d2bd7fc37cbc5ad6dca5eef936de41be98884 description: '' health_score: 100.0 @@ -272379,8 +283269,8 @@ https://www.openshift.com/blog/topology-aware-scheduling-in-kubernetes-part-1-th v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.openshift.com/blog/topology-awareness-in-kubernetes-part-2-dont-we-already-have-a-topology-manager: + addition_method: manual content_hash: 3573a50ff3b720f56e50a0ee6745dc542dd003a093d0ce71f0ba82bf295d5845 description: '' health_score: 100.0 @@ -272391,8 +283281,8 @@ https://www.openshift.com/blog/topology-awareness-in-kubernetes-part-2-dont-we-a v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.openshift.com/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes: + addition_method: manual content_hash: 9340ad4a40a75d285ea388d02da83f0c2a2853d1ea989303a6f0da3b32eddb1c description: '' health_score: 100.0 @@ -272404,9 +283294,9 @@ https://www.openshift.com/blog/using-openshift-pipelines-to-automate-red-hat-adv v1_locations: - docs/openshift-pipelines.md year: N/A - addition_method: manual ? https://www.openshift.com/blog/using-vpc-peering-to-connect-an-openshift-service-on-an-aws-rosa-cluster-to-an-amazon-rds-mysql-database-in-a-different-vpc -: content_hash: 9c7d330168ea65643ba110589e033c2d478a280f2a9cc3024294f25f69ea80e2 +: addition_method: manual + content_hash: 9c7d330168ea65643ba110589e033c2d478a280f2a9cc3024294f25f69ea80e2 description: '' health_score: 100.0 last_checked: 1779029174.297653 @@ -272417,8 +283307,8 @@ https://www.openshift.com/blog/using-openshift-pipelines-to-automate-red-hat-adv v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/visual-web-terminal-a-turbocharged-command-line-for-kubernetes-and-openshift: + addition_method: manual content_hash: 934fcecb0dfc246f50828a41edf9e4320da7cbe8137bff41430b0cb955376e5c description: '' health_score: 100.0 @@ -272430,8 +283320,8 @@ https://www.openshift.com/blog/visual-web-terminal-a-turbocharged-command-line-f v1_locations: - docs/visual-studio.md year: N/A - addition_method: manual https://www.openshift.com/blog/why-and-when-you-need-to-consider-openshift-serverless: + addition_method: manual content_hash: 9b150c5d85e07fc0130098f83a95129c5cdb8458f29177bd6fa5eaded7981e18 description: '' health_score: 100.0 @@ -272442,8 +283332,8 @@ https://www.openshift.com/blog/why-and-when-you-need-to-consider-openshift-serve v1_locations: - docs/serverless.md year: N/A - addition_method: manual https://www.openshift.com/blog/workload-support-for-red-hat-openshift-matures-across-the-industry: + addition_method: manual content_hash: 86213dee3335e4c15312fecd9917decc2d03788e27997e9321a93b03158f0c0c description: '' health_score: 100.0 @@ -272455,8 +283345,8 @@ https://www.openshift.com/blog/workload-support-for-red-hat-openshift-matures-ac v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/blog/writing-customized-reports-using-metering-operator: + addition_method: manual content_hash: d1d47b04a4658d4753fd1553d78e684997447a318f3224cec62168d4083df968 description: '' health_score: 100.0 @@ -272467,8 +283357,8 @@ https://www.openshift.com/blog/writing-customized-reports-using-metering-operato v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.openshift.com/devops-with-openshift: + addition_method: manual content_hash: 3081c1fe08a7dfade84cec32c3e37c447fac4b6c4062a0fe0e9e4d932558eb22 description: '' health_score: 100.0 @@ -272478,8 +283368,8 @@ https://www.openshift.com/devops-with-openshift: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://www.openshift.com/for-developers: + addition_method: manual content_hash: dd5d47c8abc7b4050fd52064c5f2fc7a8a26ff3461e1ba68561e8a4c6a05a58e description: '' health_score: 100.0 @@ -272489,8 +283379,8 @@ https://www.openshift.com/for-developers: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://www.openshift.com/learn/topics/gitops: + addition_method: manual content_hash: e44dc36e333b176473136ac5ee9b492a09cc920f4bdc77f39b1dd6e9c63ea30d description: '' health_score: 100.0 @@ -272501,8 +283391,8 @@ https://www.openshift.com/learn/topics/gitops: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://www.openshift.com/learn/topics/operators: + addition_method: manual content_hash: 57635abb8bd884b4fa7cdb8001bbc89bb3f6fecb8b9469bbf97deeafc1e10b6d description: '' health_score: 100.0 @@ -272513,8 +283403,8 @@ https://www.openshift.com/learn/topics/operators: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/learn/topics/pipelines: + addition_method: manual content_hash: 0ae24e874bccb6e6a54f3c826d3ec61e4fb4a0666ea5f015f1031ebaefd42a29 description: '' health_score: 100.0 @@ -272525,8 +283415,8 @@ https://www.openshift.com/learn/topics/pipelines: v1_locations: - docs/tekton.md year: N/A - addition_method: manual https://www.openshift.com/learn/topics/serverless: + addition_method: manual content_hash: f5a4e64da2dd2fc9d00d399aa0a830db8046f0ae3a5e9296f9f21eb54d9ca0ad description: '' health_score: 100.0 @@ -272538,8 +283428,8 @@ https://www.openshift.com/learn/topics/serverless: - docs/ocp4.md - docs/serverless.md year: N/A - addition_method: manual https://www.openshift.com/products/amazon-openshift/faq: + addition_method: manual content_hash: 1fa491ba2ff1ca75e134bbb9950c9a3bd814a897215f7d63e1b24e4fd12d55a0 description: '' health_score: 100.0 @@ -272550,8 +283440,8 @@ https://www.openshift.com/products/amazon-openshift/faq: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://www.openshift.com/products/azure-openshift: + addition_method: manual content_hash: 5597c91ac146a5534036646e8763c802581ed0c1b4d707d4b9a278ba6800abb1 description: '' health_score: 100.0 @@ -272562,8 +283452,8 @@ https://www.openshift.com/products/azure-openshift: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://www.openshift.com/products/container-storage: + addition_method: manual content_hash: 8b6ab2b3f82018ff939617c580d840b14244594de646b661dd86bf6ffe03d0bf description: '' health_score: 100.0 @@ -272574,8 +283464,8 @@ https://www.openshift.com/products/container-storage: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/products/dedicated: + addition_method: manual content_hash: 5ee3b6e8b20348bc11296664ef0683d9abd29a36c0475b78252821dbd9f2fdb3 description: '' health_score: 100.0 @@ -272586,8 +283476,8 @@ https://www.openshift.com/products/dedicated: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://www.openshift.com/products/online: + addition_method: manual content_hash: 6e0200d0b18c6244f741adf057afcffe282367ad85374596f9b52f24f184cdc2 description: '' health_score: 100.0 @@ -272598,8 +283488,8 @@ https://www.openshift.com/products/online: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://www.openshift.com/products/platform-plus: + addition_method: manual content_hash: 1fda2cc748676e1956e360287943dcaf4a7b231c398714ae28f4ff9a78fff2c1 description: '' health_score: 100.0 @@ -272610,8 +283500,8 @@ https://www.openshift.com/products/platform-plus: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.openshift.com/products/pricing: + addition_method: manual content_hash: b98ed1981f7a6681d9721ecd628a881846d748df16eb39a27d4712299f6d5706 description: '' health_score: 100.0 @@ -272622,8 +283512,8 @@ https://www.openshift.com/products/pricing: v1_locations: - docs/public-cloud-solutions.md year: N/A - addition_method: manual https://www.openshift.com/products/quay: + addition_method: manual content_hash: 27b475eb5311bb6cc14594de31047b6ed11318fbcb574bf79993881be5aaf20c description: '' health_score: 100.0 @@ -272635,8 +283525,8 @@ https://www.openshift.com/products/quay: - docs/ocp4.md - docs/registries.md year: N/A - addition_method: manual https://www.opensourceforu.com/2021/12/kubernetes-adoption-widespread-for-big-data-survey/?amp: + addition_method: manual ai_summary: 'Curator Insight: Survey results discussing the widespread adoption of Kubernetes scheduling for big data workloads. @@ -272666,8 +283556,8 @@ https://www.opensourceforu.com/2021/12/kubernetes-adoption-widespread-for-big-da v2_locations: - kubernetes-bigdata.md year: N/A - addition_method: manual https://www.opensourceforu.com/2023/10/embracing-progressive-delivery-in-kubernetes-with-gitops: + addition_method: manual content_hash: 086d36d6caf2a8935dbfa5d7e707f41473346952680e704b57e3b8204aa82f96 description: '' health_score: 100.0 @@ -272683,8 +283573,8 @@ https://www.opensourceforu.com/2023/10/embracing-progressive-delivery-in-kuberne v2_locations: - gitops.md year: N/A - addition_method: manual https://www.opensourcerers.org/2021/02/01/how-to-go-from-docker-to-kubernetes-the-right-way: + addition_method: manual content_hash: 5701059009e043d77f50aa2edfcd92a95d1ce277f83ee6d156f6f142ac99d47f description: '' health_score: 100.0 @@ -272699,8 +283589,8 @@ https://www.opensourcerers.org/2021/02/01/how-to-go-from-docker-to-kubernetes-th v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.opsmx.com/blog/blue-green-deployment: + addition_method: manual ai_summary: Explains the fundamental architecture of Blue-Green deployment models, evaluating how this strategy minimizes downtime and mitigates risks during production releases. Offers comparisons against canary configurations and covers prerequisite @@ -272728,8 +283618,8 @@ https://www.opsmx.com/blog/blue-green-deployment: v2_locations: - cicd.md year: N/A - addition_method: manual https://www.opsmx.com/blog/deploy-spinnaker-cd-pipelines-in-kubernetes: + addition_method: manual content_hash: f16dbdf8edd939d8705f4c2cab14139e6aa1b7bfc37211c21374b695038d4cdb description: '' health_score: 100.0 @@ -272745,8 +283635,8 @@ https://www.opsmx.com/blog/deploy-spinnaker-cd-pipelines-in-kubernetes: v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://www.opsmx.com/blog/what-is-a-ci-cd-pipeline: + addition_method: manual ai_summary: 'Curator Insight: Breaks down the structural steps required to transition code from git to cloud environments. Live Grounding: Outlines specific components of secure pipelines, focusing on policy enforcement and validation stages. Highly @@ -272774,8 +283664,8 @@ https://www.opsmx.com/blog/what-is-a-ci-cd-pipeline: v2_locations: - cicd.md year: N/A - addition_method: manual https://www.opsmx.com/blog/what-is-chaos-engineering: + addition_method: manual content_hash: 445ce7bcf8be29b610f766e511b09e54dbd4a39a38531c54f7d02449355f9569 description: '' health_score: 100.0 @@ -272791,8 +283681,8 @@ https://www.opsmx.com/blog/what-is-chaos-engineering: v2_locations: - chaos-engineering.md year: N/A - addition_method: manual https://www.opsview.com/product/system-monitoring/application/jenkins-monitoring: + addition_method: manual content_hash: 72d77629101b71609f6ba2cb7b125994af72b1ea8b8e21f0f097b193199af094 description: '' health_score: 100.0 @@ -272803,8 +283693,8 @@ https://www.opsview.com/product/system-monitoring/application/jenkins-monitoring v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.optisolbusiness.com/insight/8-core-components-of-microservice-architecture: + addition_method: manual content_hash: 6ac141c033485bbaf7226bd95b3726e147829eeabeffd7f8b53537379bbfb526 description: '' health_score: 100.0 @@ -272819,8 +283709,8 @@ https://www.optisolbusiness.com/insight/8-core-components-of-microservice-archit v2_locations: - introduction.md year: N/A - addition_method: manual https://www.optisolbusiness.com/insight/implementing-microservices-architecture-in-aks: + addition_method: manual ai_summary: Introduction to shifting monolithic platforms to decentralized microservices topologies within AKS. Highlights container separation, database patterns, API gateway configurations, and key cluster operations. Best for project planners @@ -272847,30 +283737,30 @@ https://www.optisolbusiness.com/insight/implementing-microservices-architecture- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.oracle.com/cloud/cloud-native/kubernetes-engine: + addition_method: manual content_hash: a594d9f85d0661a7b29ac0d9edbb49244bc80342fdd9dab288523a16f714ce93 health_score: 100.0 last_checked: 1779130494.977237 needs_ai_refresh: true v1_locations: - docs/matrix-table.md - addition_method: manual https://www.oracle.com/cloud/compute/container-engine-kubernetes.html: + addition_method: manual content_hash: b5a8d26567c4a853369c0650012ddf196618c414c8472dca5dc5880d937526f1 health_score: 100.0 last_checked: 1779029590.554753 v1_locations: - docs/matrix-table.md - addition_method: manual https://www.oracle.com/java/technologies/java-ee-glance.html: + addition_method: manual content_hash: cd76abe66528b4206afcf1cdebe12cd17d4f3bcc0dcfebab0d6e7194cd673225 health_score: 100.0 last_checked: 1779032833.042674 v1_locations: - docs/java_frameworks.md - addition_method: manual https://www.oracle.com/java/technologies/java-se-glance.html: + addition_method: manual content_hash: d4ae73f8cfb063166b003ad0db2cf5dae90e8cbde55a0cc204e4744dc83bfd07 health_score: 100.0 last_checked: 1779130494.949635 @@ -272882,16 +283772,16 @@ https://www.oracle.com/java/technologies/java-se-glance.html: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://www.oracle.com/java/technologies/javase/javamanagement.html: + addition_method: manual content_hash: 1b70ca05884f2f4ea505e82d66d35bf733801e866617f5f3583d36275a722c34 health_score: 100.0 last_checked: 1779029138.234379 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://www.oracle.com/technetwork/java/javase/overview/index.html: + addition_method: manual content_hash: 11d4e5747140695f67e3b734f6ee864a92d113c2225647f371882ec0a89db96a description: '' health_score: 100.0 @@ -272902,8 +283792,8 @@ https://www.oracle.com/technetwork/java/javase/overview/index.html: v1_locations: - docs/java_frameworks.md year: N/A - addition_method: manual https://www.oraclejavamagazine-digital.com/javamagazine_twitter/20151112?pg=43: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033082.498864 @@ -272913,8 +283803,8 @@ https://www.oraclejavamagazine-digital.com/javamagazine_twitter/20151112?pg=43: - docs/python.md v2_locations: - python.md - addition_method: manual https://www.orchest.io: + addition_method: manual content_hash: f9bfd3e7f7fc1d830bc04786be45a9fe28af69200690ac144b8c663386a278e8 description: '' health_score: 100.0 @@ -272925,8 +283815,8 @@ https://www.orchest.io: v1_locations: - docs/python.md year: N/A - addition_method: manual https://www.oreilly.com/learning/pivot-tables: + addition_method: manual content_hash: 4a8e8a455bb8e315313d2db8af4232b9d8e6c73b34ce3874e1d7eaa07975659c description: '' health_score: 100.0 @@ -272941,16 +283831,16 @@ https://www.oreilly.com/learning/pivot-tables: v2_locations: - python.md year: N/A - addition_method: manual https://www.oreilly.com/radar/the-world-beyond-batch-streaming-101: + addition_method: manual content_hash: 8ddeb4ae8946c19b6906cd24bebad60c3f16bad0ba78f09987e8322e0cd76bd4 health_score: 100.0 last_checked: 1779030589.287329 v1_locations: - docs/message-queue.md - docs/other-awesome-lists.md - addition_method: manual https://www.oscarblancarteblog.com/2018/06/25/creando-un-api-rest-en-java-parte-1: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -272965,8 +283855,8 @@ https://www.oscarblancarteblog.com/2018/06/25/creando-un-api-rest-en-java-parte- v2_locations: - api.md year: N/A - addition_method: manual https://www.osohq.com/post/microservices-authorization-patterns: + addition_method: manual ai_summary: A deep architectural deep-dive analyzing patterns for deploying authorization policies in distributed systems. Evaluates centralized vs decentralized policy enforcement points, data-filtering complexities, and structured implementations @@ -272995,8 +283885,8 @@ https://www.osohq.com/post/microservices-authorization-patterns: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.overops.com/blog/strangler-pattern-how-to-keep-sane-with-legacy-monolith-applications: + addition_method: manual content_hash: 25b6cb0a3d732fe9d2d839c83b66da321dc577555d1eb57aa0d46a99ff77c486 description: '' health_score: 100.0 @@ -273008,8 +283898,8 @@ https://www.overops.com/blog/strangler-pattern-how-to-keep-sane-with-legacy-mono v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.ovh.com/blog/getting-external-traffic-into-kubernetes-clusterip-nodeport-loadbalancer-and-ingress: + addition_method: manual content_hash: ab75354d83549b2e7c97ac01a784b2967be8a3f84d8bb2c16a339b28e7b25ad5 description: '' health_score: 100.0 @@ -273021,8 +283911,8 @@ https://www.ovh.com/blog/getting-external-traffic-into-kubernetes-clusterip-node v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://www.p3r.one/delete-terminating-namespace: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -273036,8 +283926,8 @@ https://www.p3r.one/delete-terminating-namespace: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.packer.io/docs/index.html: + addition_method: manual content_hash: 636fccf54020c486b56e93562c17b639c0053e63b6338782dd33e04842a4ca7e description: '' health_score: 100.0 @@ -273048,8 +283938,8 @@ https://www.packer.io/docs/index.html: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://www.packet.com/resources/guides/kubernetes-cluster-autoscaler-on-packet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -273063,8 +283953,8 @@ https://www.packet.com/resources/guides/kubernetes-cluster-autoscaler-on-packet: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.packetcoders.io/the-beginners-guide-to-the-ansible-inventory: + addition_method: manual content_hash: 3d6f76be689de64f386937aea2b541a9a9a7a1130f5d6c7b0b084bfa26534a01 description: '' health_score: 100.0 @@ -273084,8 +283974,8 @@ https://www.packetcoders.io/the-beginners-guide-to-the-ansible-inventory: - iac.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.packetswitch.co.uk/terraform-is-good-but-i-like-pulumi: + addition_method: manual content_hash: e07a94eded85ddfc4745ff4bd3cd09434b80ba8021cae78be9dc17a880165c8e description: '' health_score: 100.0 @@ -273101,8 +283991,8 @@ https://www.packetswitch.co.uk/terraform-is-good-but-i-like-pulumi: v2_locations: - pulumi.md year: N/A - addition_method: manual https://www.padok.fr/en/blog/efs-provisioner-kubernetes: + addition_method: manual content_hash: 8f481794f56a687f509260d6aeaec3cbd2674a1d56704c441762b40f8c3c8166 description: '' health_score: 100.0 @@ -273113,8 +284003,8 @@ https://www.padok.fr/en/blog/efs-provisioner-kubernetes: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.padok.fr/en/blog/finops-cloud: + addition_method: manual content_hash: f4b3665f005183e1b02d3801f75ca718a5441daaa85ddb1fd3ff501829c0f9ac description: '' health_score: 100.0 @@ -273125,8 +284015,8 @@ https://www.padok.fr/en/blog/finops-cloud: v1_locations: - docs/finops.md year: N/A - addition_method: manual https://www.padok.fr/en/blog/kubeadm-kubernetes-cluster: + addition_method: manual ai_summary: An architectural walk-through showing how to configure a multi-node bare-metal Kubernetes cluster from scratch using kubeadm. Highlights operational choices regarding container runtimes, networking (CNI), and load balancers to @@ -273153,8 +284043,8 @@ https://www.padok.fr/en/blog/kubeadm-kubernetes-cluster: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.padok.fr/en/blog/kubectl-plugins: + addition_method: manual content_hash: 2cbe8fdde3ed41c856d09ba9ccf708b060d4505331c707c93f28483e6b52717c description: '' health_score: 100.0 @@ -273165,8 +284055,8 @@ https://www.padok.fr/en/blog/kubectl-plugins: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.padok.fr/en/blog/kubernetes-architecture-clusters: + addition_method: manual content_hash: d5ca82143fe06ce71bbd743dc473b4d1a4adfdcdd606e3282917e33df18db35f description: '' health_score: 100.0 @@ -273178,8 +284068,8 @@ https://www.padok.fr/en/blog/kubernetes-architecture-clusters: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.padok.fr/en/blog/kubernetes-productivity-tips: + addition_method: manual content_hash: fb3cc6d0f4ae96907940fb40cd0e1c1baa76c360ab25cf070ed17988cef8363b description: '' health_score: 100.0 @@ -273190,8 +284080,8 @@ https://www.padok.fr/en/blog/kubernetes-productivity-tips: v1_locations: - docs/kubectl-commands.md year: N/A - addition_method: manual https://www.padok.fr/en/blog/kubernetes-secrets: + addition_method: manual content_hash: 321bf7dc72761938ff09274d46999376f5442bfbd320969df46d9a03ab79ac38 description: '' health_score: 100.0 @@ -273207,8 +284097,8 @@ https://www.padok.fr/en/blog/kubernetes-secrets: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://www.padok.fr/en/blog/minikube-kubeadm-kind-k3s: + addition_method: manual content_hash: e3850711a6ebfe201974b43bd41d203d9d23d1bb020220e8af16b0193d0713b2 description: '' health_score: 100.0 @@ -273219,8 +284109,8 @@ https://www.padok.fr/en/blog/minikube-kubeadm-kind-k3s: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://www.padok.fr/en/blog/templating-openshift-helm-templates: + addition_method: manual content_hash: 7f637c4c269904ec61cd9bee5e3abedf822d8a9f0b636a55c5b0afc980c2ab54 description: '' health_score: 100.0 @@ -273232,8 +284122,8 @@ https://www.padok.fr/en/blog/templating-openshift-helm-templates: v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://www.paepper.com/blog/posts/how-to-properly-manage-ssh-keys-for-server-access: + addition_method: manual ai_summary: 'A clear architectural overview detailing best practices for generating, rotating, and managing SSH keys. Discusses ED25519 vs RSA, key expiration policies, and central registry automation. Double-Evidence: The post details key rotation @@ -273264,8 +284154,8 @@ https://www.paepper.com/blog/posts/how-to-properly-manage-ssh-keys-for-server-ac v2_locations: - linux.md year: N/A - addition_method: manual https://www.pakdailytimes.com/2022/12/tcp-packets-traffic-visualization-for.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -273280,8 +284170,8 @@ https://www.pakdailytimes.com/2022/12/tcp-packets-traffic-visualization-for.html v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.paloaltonetworks.com/blog/2020/10/cloud-iam-misconfiguration-risks: + addition_method: manual content_hash: 7f0027e6e01cbd26838254da847706c7df81a2ee944474ef7bd893463b72dfe3 health_score: 100.0 last_checked: 1779130495.033644 @@ -273292,8 +284182,8 @@ https://www.paloaltonetworks.com/blog/2020/10/cloud-iam-misconfiguration-risks: - docs/devsecops.md v2_locations: - devsecops.md - addition_method: manual https://www.paloaltonetworks.com/prisma/cloud: + addition_method: manual ai_summary: Palo Alto's comprehensive Cloud Native Security Platform (formerly Twistlock), combining CSPM, CWPP, and CI/CD security validation. Integrates vulnerability intelligence, compliance audits, and advanced container firewalls within single @@ -273316,8 +284206,8 @@ https://www.paloaltonetworks.com/prisma/cloud: v2_locations: - devsecops.md year: '2026' - addition_method: manual https://www.papertrail.com/blog/quick-and-easy-way-to-implement-kubernetes-logging: + addition_method: manual ai_summary: Provides an entry-level walkthrough on configuring Kubernetes container logging to stream directly to SolarWinds Papertrail. Ideal for small-scale projects needing instant search and log aggregation without hosting Elasticsearch. @@ -273345,8 +284235,8 @@ https://www.papertrail.com/blog/quick-and-easy-way-to-implement-kubernetes-loggi v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual https://www.paradigm.net.co: + addition_method: manual content_hash: b2edd80c26790a28be9101b1ef1446a7383ded0d0f8bab7e7f783df95dc944d7 description: '' health_score: 100.0 @@ -273362,8 +284252,8 @@ https://www.paradigm.net.co: v2_locations: - dotnet.md year: N/A - addition_method: manual https://www.paralus.io: + addition_method: manual ai_summary: 'Curator Insight: Open-source access management tool providing centralized RBAC controls for multi-cluster environments. Live Grounding: Integrates seamlessly with OIDC identity providers to enforce fine-grained access policies across diverse @@ -273391,8 +284281,8 @@ https://www.paralus.io: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.patreon.com/climagic: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -273406,8 +284296,8 @@ https://www.patreon.com/climagic: v2_locations: - linux.md year: N/A - addition_method: manual https://www.patrickkoch.dev/posts/post_31: + addition_method: manual content_hash: f5545a7e0fd0d38c5d7c4c1812bca3f9793b7217177856e8b8785374fe4e43f6 description: '' health_score: 100.0 @@ -273424,8 +284314,8 @@ https://www.patrickkoch.dev/posts/post_31: v2_locations: - demos.md year: N/A - addition_method: manual https://www.payara.fish: + addition_method: manual content_hash: 87322dcd1559ab59f1ea33673831be47e1d78714c6e3e03eb9f66248778d30f7 description: '' health_score: 100.0 @@ -273437,8 +284327,8 @@ https://www.payara.fish: - docs/java_app_servers.md - docs/java_frameworks.md year: N/A - addition_method: manual https://www.paystream.co.uk/helphub/umbrella/getting-started/what-is-an-umbrella-company: + addition_method: manual ai_summary: Explanatory guide detailing the operation, tax withholding, statutory benefits, and compliance duties of UK-based umbrella payroll companies for contractors. complexity: Beginner @@ -273458,8 +284348,8 @@ https://www.paystream.co.uk/helphub/umbrella/getting-started/what-is-an-umbrella v2_locations: - freelancing.md year: '2021' - addition_method: manual https://www.paystream.co.uk/umbrella/what-is-an-umbrella-company: + addition_method: manual content_hash: ec9bbf5f36cfde6f33cf0f81fd07de3a91ef1acb60c985b9301ce1a6c107c4da description: '' health_score: 100.0 @@ -273470,16 +284360,16 @@ https://www.paystream.co.uk/umbrella/what-is-an-umbrella-company: v1_locations: - docs/freelancing.md year: N/A - addition_method: manual https://www.peerspot.com/categories/application-performance-monitoring-apm-and-observability: + addition_method: manual content_hash: dee92bbbc005d1da3795a49eb09b31b2a67a6bba895356b3bb7305184f94d174 health_score: 100.0 last_checked: 1779130495.033787 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://www.peerspot.com/categories/java-frameworks: + addition_method: manual content_hash: c68bab69750c3dd8692336365b87d787a8a62b36e84a978b3f315be9cb216da3 health_score: 100.0 last_checked: 1779130495.016986 @@ -273491,8 +284381,8 @@ https://www.peerspot.com/categories/java-frameworks: - docs/java_frameworks.md v2_locations: - java_frameworks.md - addition_method: manual https://www.pement.org/awk/awk1line.txt: + addition_method: manual ai_summary: A classic, time-tested collection of concise AWK scripts designed for system administration and text munging. This repository of snippets serves as a foundational guide to AWK's implicit loop architecture. @@ -273520,8 +284410,8 @@ https://www.pement.org/awk/awk1line.txt: v2_locations: - linux.md year: '2003' - addition_method: manual https://www.pement.org/sed/sed1line.txt: + addition_method: manual ai_summary: A legendary, high-density reference sheet compiling over 100 functional sed one-liners. Highly valuable for rapid text formatting, substitution, and line manipulation without resorting to complex scripting. @@ -273549,8 +284439,8 @@ https://www.pement.org/sed/sed1line.txt: v2_locations: - linux.md year: '2005' - addition_method: manual https://www.peopleperhour.com: + addition_method: manual ai_summary: UK-based platform focusing on micro-jobs and freelance contracts across technical, design, marketing, and copywriting disciplines. complexity: Beginner @@ -273575,8 +284465,8 @@ https://www.peopleperhour.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.percona.com/blog/2019/05/24/an-overview-of-sharding-in-postgresql-and-how-it-relates-to-mongodbs: + addition_method: manual content_hash: 1d2e8e1fdea402080dec178923e103987be9a6be58357922bf2f615d3e48991e description: '' health_score: 100.0 @@ -273588,8 +284478,8 @@ https://www.percona.com/blog/2019/05/24/an-overview-of-sharding-in-postgresql-an v1_locations: - docs/databases.md year: N/A - addition_method: manual https://www.percona.com/blog/2019/08/02/out-of-memory-killer-or-savior: + addition_method: manual content_hash: 927f0610e0f19637ac61f38c17a2d983031163eea9170e39bb8f89a0f24b85db description: '' health_score: 100.0 @@ -273600,8 +284490,8 @@ https://www.percona.com/blog/2019/08/02/out-of-memory-killer-or-savior: v1_locations: - 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docs/databases.md year: N/A - addition_method: manual https://www.percona.com/blog/2020/06/30/mysql-101-parameters-to-tune-for-mysql-performance: + addition_method: manual content_hash: d3969a726112864214bec1af1f908283e6a05d439c6b48bf283d55dcb1c50a58 description: '' health_score: 100.0 @@ -273648,8 +284538,8 @@ https://www.percona.com/blog/2020/06/30/mysql-101-parameters-to-tune-for-mysql-p v1_locations: - docs/databases.md year: N/A - addition_method: manual https://www.percona.com/blog/2020/09/11/how-much-memory-does-the-process-really-take-on-linux: + addition_method: manual content_hash: 437d2ff2e29ce8820b571ba7cf03e3af9d8e4fe99b826a8b4ce78193312ef133 description: '' health_score: 100.0 @@ -273660,8 +284550,8 @@ https://www.percona.com/blog/2020/09/11/how-much-memory-does-the-process-really- v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.percona.com/blog/2020/10/22/using-volume-snapshot-clone-in-kubernetes: + addition_method: manual content_hash: 3e3ed422a47c5e8f0dff685e2bc74b80f0d5992e07b1079e0a0951c7c1c6b2dc description: '' health_score: 100.0 @@ -273673,8 +284563,8 @@ https://www.percona.com/blog/2020/10/22/using-volume-snapshot-clone-in-kubernete v1_locations: - 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docs/databases.md year: N/A - addition_method: manual https://www.percona.com/blog/2021/06/23/mysql-on-kubernetes-with-gitops: + addition_method: manual content_hash: a691dbd9023fc4197a8099448d4111d6c09874e479505e3e8b20afe7618d8c75 description: '' health_score: 100.0 @@ -273723,8 +284613,8 @@ https://www.percona.com/blog/2021/06/23/mysql-on-kubernetes-with-gitops: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://www.percona.com/blog/an-overview-of-sharding-in-postgresql-and-how-it-relates-to-mongodbs: + addition_method: manual content_hash: c050a2aa10b19a5d8388cdd8f1180a5025883e787ac7681bbccf3e6a556f4056 health_score: 100.0 last_checked: 1779130494.984698 @@ -273736,8 +284626,8 @@ https://www.percona.com/blog/an-overview-of-sharding-in-postgresql-and-how-it-re - docs/databases.md v2_locations: - databases.md - addition_method: manual https://www.percona.com/blog/autoscaling-databases-in-kubernetes-for-mongodb-mysql-and-postgresql: + addition_method: manual content_hash: e3c53d02ab740dea78f1634d3d432927009f7a841e9fe2d2b8a3ea69df12aca3 health_score: 100.0 last_checked: 1779130494.945979 @@ -273749,8 +284639,8 @@ https://www.percona.com/blog/autoscaling-databases-in-kubernetes-for-mongodb-mys - 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Live Grounding confirms the study analyzes management convenience against limitations in configuration flexibility and performance tuning. @@ -273984,8 +284874,8 @@ https://www.percona.com/blog/the-benefits-of-amazon-rds-for-mysql: v2_locations: - aws-databases.md year: '2021' - addition_method: manual https://www.percona.com/blog/using-volume-snapshot-clone-in-kubernetes: + addition_method: manual content_hash: ea62c6ac54cd607e897cfe46a2b2f91a07226561b63de37d75e8b7cf4087458e health_score: 100.0 last_checked: 1779130495.014197 @@ -273997,8 +284887,8 @@ https://www.percona.com/blog/using-volume-snapshot-clone-in-kubernetes: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://www.percona.com/community-blog/2020/10/01/database-schema-management-via-liquibase: + addition_method: manual ai_summary: A technical blog post by Percona illustrating step-by-step database schema version control using Liquibase. It highlights integration patterns with enterprise relational databases (MySQL, PostgreSQL) and demonstrates rollback @@ -274025,8 +284915,8 @@ https://www.percona.com/community-blog/2020/10/01/database-schema-management-via v2_locations: - liquibase.md year: N/A - addition_method: manual https://www.percona.com/doc/kubernetes-operator-for-pxc/index.html: + addition_method: manual content_hash: 3fd43de075bbccc98595954eea6b7956469dd9c9d5af2da88d8016348f9f7bca description: '' health_score: 100.0 @@ -274037,8 +284927,8 @@ https://www.percona.com/doc/kubernetes-operator-for-pxc/index.html: v1_locations: - docs/databases.md year: N/A - addition_method: manual https://www.phillipsj.net/posts/dynamically-loaded-terraform-providers: + addition_method: manual content_hash: 4eade2d2d40c9b2d7610ab64ce4dd0f721bc2b7c040feb8b385ce28c1320fb03 description: '' health_score: 100.0 @@ -274054,8 +284944,8 @@ https://www.phillipsj.net/posts/dynamically-loaded-terraform-providers: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.pingcap.com/blog/chaos-mesh-action-integrate-chaos-engineering-into-your-ci: + addition_method: manual content_hash: ba5db19727406476a9923ade8020adcfb6bf282cc8e8e9843070743573129137 health_score: 100.0 last_checked: 1779130494.966428 @@ -274067,8 +284957,8 @@ https://www.pingcap.com/blog/chaos-mesh-action-integrate-chaos-engineering-into- - docs/chaos-engineering.md v2_locations: - chaos-engineering.md - addition_method: manual https://www.pionative.com/post/6-important-things-you-need-to-run-kubernetes-in-production: + addition_method: manual content_hash: c8b23568145f558a6ac3da86709f96d11b967683c43aa5159b184683ec2f12b8 description: '' health_score: 100.0 @@ -274079,8 +284969,8 @@ https://www.pionative.com/post/6-important-things-you-need-to-run-kubernetes-in- v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.pixelbeat.org/cmdline.html: + addition_method: manual content_hash: 4ada664271a6fa369946f456b6a3d0a96a9c776210762bd9682d82fe5029fe68 health_score: 100.0 last_checked: 1779030482.635278 @@ -274092,8 +284982,8 @@ https://www.pixelbeat.org/cmdline.html: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://www.pixelstech.net/article/1604225312-Update-&-Delete-Kubernetes-resources-in-one-line-command: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -274107,8 +284997,8 @@ https://www.pixelstech.net/article/1604225312-Update-&-Delete-Kubernetes-reso v2_locations: - kubectl-commands.md year: N/A - addition_method: manual https://www.pixelstech.net/article/1606901393-Build-a-Kubectl-Plugin-from-Scratch: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -274122,8 +285012,8 @@ https://www.pixelstech.net/article/1606901393-Build-a-Kubectl-Plugin-from-Scratc v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.plasticscm.com: + addition_method: manual content_hash: 86983bdb3f322762affcb32dfdf53b35a753e4453022f12ec5b03603ba604470 description: '' health_score: 100.0 @@ -274139,8 +285029,8 @@ https://www.plasticscm.com: v2_locations: - git.md year: N/A - addition_method: manual https://www.plural.sh: + addition_method: manual content_hash: 8852ba53ce975d9c546ffec40d1950cda4ea22cc48bb1166dfce89a08e105183 description: '' health_score: 100.0 @@ -274156,16 +285046,16 @@ https://www.plural.sh: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.pluralsight.com: + addition_method: manual last_checked: 1779388542.326713 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://www.pluralsight.com/cloud-guru: + addition_method: manual ai_summary: A premier enterprise learning platform specialized in modern cloud-native system training. Delivers deep hands-on sandbox labs, certification preparation curricula, and continuous technical playground resources. @@ -274188,8 +285078,8 @@ https://www.pluralsight.com/cloud-guru: - aws-training.md - docker.md year: '2021' - addition_method: manual https://www.pluralsight.com/courses/getting-started-kubernetes: + addition_method: manual content_hash: ecda809710b055971273d80033222039d39299cbb7eaa51b5f82a66571ce9c1a health_score: 100.0 last_checked: 1779130494.975092 @@ -274201,8 +285091,8 @@ https://www.pluralsight.com/courses/getting-started-kubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.pluralsight.com/resources/blog/business-and-leadership/public-cloud-vs-private-cloud-whats-the-difference: + addition_method: manual content_hash: 12b3a1e340391e5f0376b703466157c6753e482a5dc1328547dddf752a68f97b health_score: 100.0 last_checked: 1779130494.938963 @@ -274214,9 +285104,9 @@ https://www.pluralsight.com/resources/blog/business-and-leadership/public-cloud- - docs/introduction.md v2_locations: - introduction.md - addition_method: manual ? https://www.pluralsight.com/resources/blog/business-and-leadership/sharing-data-in-the-cloud-four-patterns-everyone-should-know -: content_hash: 44b954393340bac476bcb2475ba08709471eddfdc24bca570892c14755f039f5 +: addition_method: manual + content_hash: 44b954393340bac476bcb2475ba08709471eddfdc24bca570892c14755f039f5 health_score: 100.0 last_checked: 1779130494.958918 needs_ai_refresh: true @@ -274227,8 +285117,8 @@ https://www.pluralsight.com/resources/blog/business-and-leadership/public-cloud- - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.pluralsight.com/resources/blog/business-and-leadership/what-is-lift-and-shift-cloud-migration: + addition_method: manual ai_summary: A foundational architectural guide exploring the mechanics, trade-offs, and risk profiles associated with the 'lift-and-shift' (rehosting) cloud migration strategy. It contrasts direct VM migration with cloud-native re-architecting, @@ -274252,8 +285142,8 @@ https://www.pluralsight.com/resources/blog/business-and-leadership/what-is-lift- v2_locations: - faq.md year: '2021' - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/10-fun-hands-on-projects-to-learn-aws: + addition_method: manual ai_summary: Suggests 10 hands-on AWS training projects designed for cloud engineers. Covers deploying static architectures under HTTPS, building simple serverless APIs, and setting up automated backup pipelines. @@ -274274,8 +285164,8 @@ https://www.pluralsight.com/resources/blog/cloud/10-fun-hands-on-projects-to-lea v2_locations: - aws-training.md year: '2021' - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/12-aws-config-rules-that-every-account-should-have: + addition_method: manual content_hash: 3c511f177ae777568a5288b576d69eaf8152ac48918d00dbbe2672c59615c929 health_score: 100.0 last_checked: 1779130494.968236 @@ -274287,8 +285177,8 @@ https://www.pluralsight.com/resources/blog/cloud/12-aws-config-rules-that-every- - docs/aws.md v2_locations: - aws.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/3-ways-to-practice-migrating-workloads-to-the-cloud: + addition_method: manual content_hash: da9e10726ec8068f833fae199bfe936def3313bc07b212517466a792a8d207d7 health_score: 100.0 last_checked: 1779130495.029472 @@ -274300,8 +285190,8 @@ https://www.pluralsight.com/resources/blog/cloud/3-ways-to-practice-migrating-wo - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/5-reasons-to-not-move-to-devops: + addition_method: manual content_hash: 5cbc7075c44b8cdfdb6cb28a76ffaeda3890b50d1f63cda04a67fd5c75ed4d17 health_score: 100.0 last_checked: 1779130494.991284 @@ -274313,8 +285203,8 @@ https://www.pluralsight.com/resources/blog/cloud/5-reasons-to-not-move-to-devops - docs/devops.md v2_locations: - devops.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/5-things-we-love-about-terraform: + addition_method: manual content_hash: c27d1b19e7f07f24a0756400b3b6b66f8bcb1c1063b8c1ba75ac6e513dbd31e0 health_score: 100.0 last_checked: 1779130494.99012 @@ -274326,8 +285216,8 @@ https://www.pluralsight.com/resources/blog/cloud/5-things-we-love-about-terrafor - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/adopting-gitops-for-kubernetes-on-aws: + addition_method: manual content_hash: 5a4747bc759547faa76b0ce1f72408ed70aaaf19dab5a234e21b174c7dc9cb8d health_score: 100.0 last_checked: 1779130495.023577 @@ -274339,8 +285229,8 @@ https://www.pluralsight.com/resources/blog/cloud/adopting-gitops-for-kubernetes- - docs/flux.md v2_locations: - flux.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/aks-vs-eks-vs-gke-managed-kubernetes-services-compared: + addition_method: manual ai_summary: Compares EKS, GKE, and AKS across performance, simplicity, and pricing benchmarks to help users choose a provider depending on their existing cloud footprint. complexity: Intermediate @@ -274360,8 +285250,8 @@ https://www.pluralsight.com/resources/blog/cloud/aks-vs-eks-vs-gke-managed-kuber v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/ansible-vs-puppet-which-is-right-for-you: + addition_method: manual content_hash: 525e5089e07776e07740653ae6fd9b47b3d2ac55551155368752f26324df0672 health_score: 100.0 last_checked: 1779130494.982949 @@ -274373,8 +285263,8 @@ https://www.pluralsight.com/resources/blog/cloud/ansible-vs-puppet-which-is-righ - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/aws-adds-to-the-no-code-pile-is-it-the-end-of-the-engineer: + addition_method: manual ai_summary: Analyzes the release of AWS Honeycode and dissects whether the rise of visual application editors signals the replacement of traditional software engineers. Emphasizes why deep infrastructure skills remain indispensable. @@ -274395,8 +285285,8 @@ https://www.pluralsight.com/resources/blog/cloud/aws-adds-to-the-no-code-pile-is v2_locations: - lowcode-nocode.md year: '2020' - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/azure-devops-vs-github-comparing-microsofts-devops-twins: + addition_method: manual content_hash: 5020b784238f448d3656288d8d0113a35739d9e3a15f9cdf4dbb3b81b5ecf3ca health_score: 100.0 last_checked: 1779130495.022545 @@ -274408,8 +285298,8 @@ https://www.pluralsight.com/resources/blog/cloud/azure-devops-vs-github-comparin - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/blockchain-cloud-comparison-what-is-blockchain-as-a-service-baas: + addition_method: manual content_hash: 6fdf1bf8825464bda78912fa9a8d44fdebd2eca68b695e88e5220c857e313627 health_score: 100.0 last_checked: 1779130494.946719 @@ -274421,8 +285311,8 @@ https://www.pluralsight.com/resources/blog/cloud/blockchain-cloud-comparison-wha - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/cloud-apps-secure-by-design: + addition_method: manual ai_summary: Promotes the transition from reactive vulnerability patching to proactive, Secure-by-Design software development lifecycles. Identifies common cloud security anti-patterns and details architectural paradigms for threat modeling, early risk @@ -274446,8 +285336,8 @@ https://www.pluralsight.com/resources/blog/cloud/cloud-apps-secure-by-design: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/cloud-developer-tooling-compared-aws-vs-azure-vs-gcp: + addition_method: manual content_hash: 63ae4236e6909189478164a0c5bf1245c7f358a3c218a0bd511030a71c4e27b9 health_score: 100.0 last_checked: 1779130494.97467 @@ -274459,8 +285349,8 @@ https://www.pluralsight.com/resources/blog/cloud/cloud-developer-tooling-compare - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/cloud-security-comparison-aws-vs-azure-vs-gcp: + addition_method: manual content_hash: 274d4755f560c7e5c83238e732c72712b496eac2f51c036c3e3c74924372a974 health_score: 100.0 last_checked: 1779130494.930281 @@ -274472,8 +285362,8 @@ https://www.pluralsight.com/resources/blog/cloud/cloud-security-comparison-aws-v - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/containers-vs-serverless-which-is-right-for-you: + addition_method: manual content_hash: fd071eca84c42714c9e18a3f269fa870e4a4d486745ffa345ed2b33517458b31 health_score: 100.0 last_checked: 1779130494.95996 @@ -274485,8 +285375,8 @@ https://www.pluralsight.com/resources/blog/cloud/containers-vs-serverless-which- - docs/serverless.md v2_locations: - serverless.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/docker-copy-vs-add-whats-the-difference: + addition_method: manual content_hash: 8bdf478026c6faad03390b04cfaa9bd25063a9dc17c419d0c94dbeba50498e4d health_score: 100.0 last_checked: 1779130494.940128 @@ -274498,8 +285388,8 @@ https://www.pluralsight.com/resources/blog/cloud/docker-copy-vs-add-whats-the-di - docs/docker.md v2_locations: - docker.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/getting-started-with-the-elastic-stack: + addition_method: manual content_hash: c1a6c40fdb71a72a5fb8812d560b9b713795612883989913a724bbb3101942aa health_score: 100.0 last_checked: 1779130494.940936 @@ -274511,8 +285401,8 @@ https://www.pluralsight.com/resources/blog/cloud/getting-started-with-the-elasti - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/gke-ludicrous-speed-gke-image-streaming-speeds-up-container-starts: + addition_method: manual ai_summary: Evaluates GKE Image Streaming capabilities, which substantially reduce pod startup latencies by decoupling container initiation from full image caching. Underpins how streaming chunked assets reduces average start times from minutes @@ -274535,8 +285425,8 @@ https://www.pluralsight.com/resources/blog/cloud/gke-ludicrous-speed-gke-image-s v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/how-to-audit-and-secure-an-aws-account: + addition_method: manual content_hash: cd4785215962b9b0d36c657bed89e65c8aec1bd6d39bcc3771cb22db7721381d health_score: 100.0 last_checked: 1779130494.966767 @@ -274548,8 +285438,8 @@ https://www.pluralsight.com/resources/blog/cloud/how-to-audit-and-secure-an-aws- - docs/aws-security.md v2_locations: - aws-security.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/how-to-troubleshoot-5-common-terraform-errors: + addition_method: manual content_hash: 244e6faade0104b4e240d83b9bead5cb1fa8b4a9cfabdfac32e174b53a96e941 health_score: 100.0 last_checked: 1779130494.966416 @@ -274561,8 +285451,8 @@ https://www.pluralsight.com/resources/blog/cloud/how-to-troubleshoot-5-common-te - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/how-to-use-github-actions-to-automate-terraform: + addition_method: manual content_hash: 38e80035d47cb21a3811b1c5c901703ba0dcf74c6debd35801de52f4a4c0b415 health_score: 100.0 last_checked: 1779130495.008483 @@ -274574,8 +285464,8 @@ https://www.pluralsight.com/resources/blog/cloud/how-to-use-github-actions-to-au - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/how-to-use-terraform-inputs-and-outputs: + addition_method: manual content_hash: 2fd19070e061b59f7469fe7e3cd213ae305ee1a3074daecdc88563e79a4ed2be health_score: 100.0 last_checked: 1779130494.994304 @@ -274587,9 +285477,9 @@ https://www.pluralsight.com/resources/blog/cloud/how-to-use-terraform-inputs-and - docs/terraform.md v2_locations: - terraform.md - addition_method: manual ? https://www.pluralsight.com/resources/blog/cloud/one-shell-to-rule-them-all-5-reasons-to-use-powershell-for-cloud-management -: content_hash: ba65a870b9c82fed519b205b93fececc1e3007e9aad775422db5f9cf8173b4df +: addition_method: manual + content_hash: ba65a870b9c82fed519b205b93fececc1e3007e9aad775422db5f9cf8173b4df health_score: 100.0 last_checked: 1779130494.98699 needs_ai_refresh: true @@ -274600,9 +285490,9 @@ https://www.pluralsight.com/resources/blog/cloud/how-to-use-terraform-inputs-and - docs/azure.md v2_locations: - azure.md - addition_method: manual ? https://www.pluralsight.com/resources/blog/cloud/s3-glacier-instant-retrieval-deep-dive-which-s3-storage-class-is-right-for-me -: ai_summary: A deep dive into S3 Glacier Instant Retrieval, analyzing costs and access +: addition_method: manual + ai_summary: A deep dive into S3 Glacier Instant Retrieval, analyzing costs and access latency. Explains the strategic sweet spot of the tier for archival data that requires millisecond retrieval speeds without standard Glacier delays. complexity: Intermediate @@ -274623,8 +285513,8 @@ https://www.pluralsight.com/resources/blog/cloud/how-to-use-terraform-inputs-and v2_locations: - aws-storage.md year: '2021' - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/securing-your-multi-cloud-terraform-pipelines-with-policy-as-code: + addition_method: manual content_hash: 58a7a5da8cb0d7a1460f835491838037919dd2d1722ac75f514fdf7f0a65a132 health_score: 100.0 last_checked: 1779130495.000544 @@ -274636,8 +285526,8 @@ https://www.pluralsight.com/resources/blog/cloud/securing-your-multi-cloud-terra - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/storage-showdown-aws-vs-azure-vs-gcp-cloud-comparison: + addition_method: manual content_hash: 06e4b0eacab9f38ece6ab52d81f5752262614f9d7ea8287c6aba1e255dac0576 health_score: 100.0 last_checked: 1779130495.00864 @@ -274649,8 +285539,8 @@ https://www.pluralsight.com/resources/blog/cloud/storage-showdown-aws-vs-azure-v - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/the-cloud-dictionary-of-pain-five-of-awss-toughest-cloud-topics: + addition_method: manual content_hash: 39e381a370de9d265ec7439d5ad0f1012977a2070389da3c5120b23ec4148b0e health_score: 100.0 last_checked: 1779130494.982906 @@ -274662,8 +285552,8 @@ https://www.pluralsight.com/resources/blog/cloud/the-cloud-dictionary-of-pain-fi - docs/aws.md v2_locations: - aws.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/the-top-cloud-diagramming-tools-ranked: + addition_method: manual content_hash: 0daec8c49637c7f0f840609e28125d3ebb2c0c4d779d1ebf18069f17dbb5b85f health_score: 100.0 last_checked: 1779130495.006287 @@ -274675,8 +285565,8 @@ https://www.pluralsight.com/resources/blog/cloud/the-top-cloud-diagramming-tools - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/the-ultimate-terraform-cheatsheet: + addition_method: manual content_hash: 73260422173e09eca26f4d7ae280af954450254b4ab50f1fc11ea3f8c5493090 health_score: 100.0 last_checked: 1779130494.976677 @@ -274688,8 +285578,8 @@ https://www.pluralsight.com/resources/blog/cloud/the-ultimate-terraform-cheatshe - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/twelve-factor-apps-in-kubernetes: + addition_method: manual content_hash: e3344b1920b5d99be2ddb5e1d8984ec823cf50a4f28c7e512d18a1a46c030f5c health_score: 100.0 last_checked: 1779130494.983914 @@ -274701,8 +285591,8 @@ https://www.pluralsight.com/resources/blog/cloud/twelve-factor-apps-in-kubernete - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/what-does-the-terraform-1-0-release-mean-for-you: + addition_method: manual content_hash: 145cdab8c4dfedfb79713029407319f0758f025f11b8171116ecf1a421871834 health_score: 100.0 last_checked: 1779130494.995701 @@ -274714,8 +285604,8 @@ https://www.pluralsight.com/resources/blog/cloud/what-does-the-terraform-1-0-rel - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/whats-new-with-kubernetes-1-22: + addition_method: manual content_hash: 640a1b816b471ab2619747a154f3741b79524078a0aafbd763a4ca2cece08ee2 health_score: 100.0 last_checked: 1779130495.01638 @@ -274727,8 +285617,8 @@ https://www.pluralsight.com/resources/blog/cloud/whats-new-with-kubernetes-1-22: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/which-kubernetes-distribution-is-right-for-you: + addition_method: manual ai_summary: A strategic comparison of various Kubernetes distributions across managed cloud services, enterprise-on-prem deployments, and lightweight edge environments. It outlines key trade-offs in administrative overhead, ecosystem compatibility, @@ -274751,8 +285641,8 @@ https://www.pluralsight.com/resources/blog/cloud/which-kubernetes-distribution-i v2_locations: - kubernetes-on-premise.md year: '2021' - addition_method: manual https://www.pluralsight.com/resources/blog/cloud/why-learn-multiple-cloud-platforms: + addition_method: manual content_hash: 84d853c93ef05288640d686ed0f2a10d8dbf5644b4913950937bed4012a0ac4f health_score: 100.0 last_checked: 1779130494.979319 @@ -274764,8 +285654,8 @@ https://www.pluralsight.com/resources/blog/cloud/why-learn-multiple-cloud-platfo - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md - addition_method: manual https://www.plutora.com/ci-cd-tools/artifacts-management-tools: + addition_method: manual ai_summary: An analytical review of leading artifact and package management systems in enterprise software pipelines. Compares industry platforms (such as JFrog Artifactory, Sonatype Nexus, AWS CodeArtifact) on security, performance, licensing compliance, @@ -274792,8 +285682,8 @@ https://www.plutora.com/ci-cd-tools/artifacts-management-tools: v2_locations: - cicd.md year: N/A - addition_method: manual https://www.pmease.com: + addition_method: manual ai_summary: A commercial continuous integration and release management system offering robust build configuration inheritance, graphical pipeline design, and extensive platform agent management. Favored by enterprises requiring complex build tree @@ -274825,8 +285715,8 @@ https://www.pmease.com: - kubernetes-tools.md - cicd.md year: N/A - addition_method: manual https://www.polyglotdeveloper.com/cheatsheet/2015-01-08-Gradle-cheatsheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -274840,8 +285730,8 @@ https://www.polyglotdeveloper.com/cheatsheet/2015-01-08-Gradle-cheatsheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.popsci.com/diy/use-markdown-google: + addition_method: manual ai_summary: 'A workflow guide explaining how to leverage Google Docs'' integrated Markdown parsing engine to boost document draft speeds and establish seamless collaborative writing habits for diverse technical teams. Double-Evidence: This @@ -274872,8 +285762,8 @@ https://www.popsci.com/diy/use-markdown-google: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://www.port.io: + addition_method: manual content_hash: cf504b80c2e486c16c907a11176d8c8376b73f9f8a32a832c5a636253cb9412c health_score: 100.0 last_checked: 1779130495.004338 @@ -274884,8 +285774,8 @@ https://www.port.io: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://www.portafolio.co/tendencias/claves-para-liderar-equipos-de-teletrabajo-y-no-fracasar-en-el-intento-556586: + addition_method: manual content_hash: 45d46571856deb2f6f9e259aad856cc0da138e20908f1cd1ac8a641b53983581 description: '' health_score: 100.0 @@ -274902,8 +285792,8 @@ https://www.portafolio.co/tendencias/claves-para-liderar-equipos-de-teletrabajo- v2_locations: - workfromhome.md year: N/A - addition_method: manual https://www.portainer.io: + addition_method: manual ai_summary: A robust administrative dashboard that simplifies the visual management of Docker Swarm, Kubernetes, and local container environments. Ideal for dev teams seeking centralized configuration oversight without heavy command-line overhead. @@ -274932,8 +285822,8 @@ https://www.portainer.io: - kubernetes-alternatives.md - docker.md year: N/A - addition_method: manual https://www.portainer.io/blog/docker-swarm-vs-kubernetes: + addition_method: manual ai_summary: An operational review comparing Kubernetes, Docker Swarm, and HashiCorp Nomad, exploring how deployment scale and team size should guide platform decisions. complexity: Intermediate @@ -274954,8 +285844,8 @@ https://www.portainer.io/blog/docker-swarm-vs-kubernetes: v2_locations: - kubernetes-alternatives.md year: '2022' - addition_method: manual https://www.portainer.io/blog/orchestrator-wars-continue: + addition_method: manual content_hash: a8f909d8e47ef1b86f3d1d729272079f7ff471f45b4e86f017f37cc344751c2d description: '' health_score: 100.0 @@ -274967,8 +285857,8 @@ https://www.portainer.io/blog/orchestrator-wars-continue: v1_locations: - docs/kubernetes-alternatives.md year: N/A - addition_method: manual https://www.portainer.io/install: + addition_method: manual content_hash: 3596f058b6c1db72551c10a2502a8be0bdb4731c4de3193f0e99fb19f64c10e2 health_score: 100.0 last_checked: 1779130494.969763 @@ -274979,8 +285869,8 @@ https://www.portainer.io/install: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://www.portainer.io/products/community-edition: + addition_method: manual content_hash: 08087573ac02ba92240fc5b1e6b42378b3cac3b380368c37f45b27d4639d81fd description: '' health_score: 100.0 @@ -274991,9 +285881,9 @@ https://www.portainer.io/products/community-edition: v1_locations: - docs/docker.md year: N/A - addition_method: manual ? 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https://www.previous.cloudbees.com/press/cloudbees-integrates-software-delivery-management-platform-google-cloud-build-and-tekton-break -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779030846.529291 @@ -275182,8 +286072,8 @@ https://www.previous.cloudbees.com/press/cloudbees-acquires-rollout-adding-featu v2_locations: - jenkins-alternatives.md year: N/A - addition_method: manual https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-first-feature-flagging-premise-use: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -275200,9 +286090,9 @@ https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-fir - git.md - jenkins.md year: N/A - addition_method: manual ? https://www.primevideotech.com/video-streaming/scaling-up-the-prime-video-audio-video-monitoring-service-and-reducing-costs-by-90 -: content_hash: f4d52988290c0f3d99c1714bd15dc30ac61ad6e5244c8a501d6893096da59753 +: addition_method: manual + content_hash: f4d52988290c0f3d99c1714bd15dc30ac61ad6e5244c8a501d6893096da59753 description: '' health_score: 100.0 last_checked: 1779034482.889728 @@ -275213,8 +286103,8 @@ https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-fir v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.prisma.io/blog/vscode-extension-prisma-rust-webassembly: + addition_method: manual content_hash: e83a5b0af908809c2c55866617b3adee15a50deccbee9f7f2ed0ca755c396e9a description: '' health_score: 100.0 @@ -275231,8 +286121,8 @@ https://www.prisma.io/blog/vscode-extension-prisma-rust-webassembly: v2_locations: - visual-studio.md year: N/A - addition_method: manual https://www.programmableweb.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -275246,8 +286136,8 @@ https://www.programmableweb.com: v2_locations: - api.md year: N/A - addition_method: manual https://www.programmersought.com/article/1858176023: + addition_method: manual ai_summary: In-depth guide constructing custom Maven Archetypes. Enables enterprise platform teams to build validated, pre-configured bootstrap microservice templates. complexity: Advanced @@ -275273,8 +286163,8 @@ https://www.programmersought.com/article/1858176023: v2_locations: - maven-gradle.md year: '2020' - addition_method: manual https://www.project-a.vc/perspectives: + addition_method: manual ai_summary: Outlines pipeline setup using GitHub Actions to deploy application loads onto GKE. Focuses on setting up Google Workload Identity Federation to secure registry authentication and cluster connections. @@ -275296,15 +286186,15 @@ https://www.project-a.vc/perspectives: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2023' - addition_method: manual https://www.project-open.com: + addition_method: manual content_hash: be44edacf482f6062cb12cb835f568706b3d4c4403267956f2b6644d5ee4b65b health_score: 100.0 last_checked: 1779030172.760261 v1_locations: - docs/project-management-tools.md - addition_method: manual https://www.project-piper.io: + addition_method: manual content_hash: 6abadb75504027b8038578a13521e11e4fcd2e590d5de93db6070dde25803a45 health_score: 100.0 last_checked: 1779029475.421605 @@ -275316,8 +286206,8 @@ https://www.project-piper.io: - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://www.projectcalico.org: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -275333,8 +286223,8 @@ https://www.projectcalico.org: - devsecops.md - kubernetes-networking.md year: N/A - addition_method: manual https://www.projectcalico.org/advertising-kubernetes-service-ips-with-calico-and-bgp: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -275348,8 +286238,8 @@ https://www.projectcalico.org/advertising-kubernetes-service-ips-with-calico-and v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.projectcalico.org/using-kubernetes-to-orchestrate-vms: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -275363,8 +286253,8 @@ https://www.projectcalico.org/using-kubernetes-to-orchestrate-vms: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.projectquay.io: + addition_method: manual content_hash: ea78da31e0eda10808e597ec871a0b95f276978ce5f498e0c18818610b16558e description: '' health_score: 100.0 @@ -275382,8 +286272,8 @@ https://www.projectquay.io: - ocp4.md - registries.md year: N/A - addition_method: manual https://www.prskavec.net/post/grafana-jsonnet: + addition_method: manual content_hash: 4561a33515cc65de8b02697623527c2f21493ae7b7d4778aaf620119cd5c085c description: '' health_score: 100.0 @@ -275399,8 +286289,8 @@ https://www.prskavec.net/post/grafana-jsonnet: v2_locations: - grafana.md year: N/A - addition_method: manual https://www.pulumi.com: + addition_method: manual content_hash: 1243cbfffb55839930724302597f224d52c690af406bd26f6daeda01aa48f6f2 description: '' health_score: 100.0 @@ -275416,8 +286306,92 @@ https://www.pulumi.com: v2_locations: - pulumi.md year: N/A - addition_method: manual +https://www.pulumi.com/blog/10-more-things-you-can-do-with-neo: + addition_method: automatic + ai_summary: 'Curator Insight: Pulumi Neo demonstrates how platform teams can bridge + the gap between AI code generation and autonomous infrastructure management. + + + Live Grounding: Launched in May 2026, Neo extends capabilities directly into local + terminal lines via the CLI, GitHub workflows, and Slack chats. + + + Technical Capabilities: + + - Automates direct deployment of apps from git repositories without writing manual + code. + + - Dynamically troubleshoots slow APIs by mapping runtime metrics (e.g., Datadog) + to infrastructure changes. + + - Conducts scheduled runtime dependency updates for AWS Lambda functions and package + providers.' + category: pulumi + complexity: intermediate + content_hash: b337517c954cefbe825930ee4b0da0073e93679aa45c26ad5436fb1f2abec707 + description: Pulumi Neo's expansion into CLI, GitHub, and Slack, and 10 advanced + workflows it enables, such as deploying apps without IaC and debugging latency. + hierarchy: + - Infrastructure as Code + - Cloud Automation + - AI Agents + - Pulumi Neo + is_microservice: false + language: en + last_checked: 1780352168.173247 + reputation_status: Vetted + reputation_summary: Highly positive industry reception as Pulumi Neo functions as + an AI platform agent, integrating into developer terminals, GitHub, and Slack + to simplify multi-cloud infrastructure. + resource_type: blog + social_preview_url: https://www.pulumi.com/blog/10-more-things-you-can-do-with-neo/meta.png + source_provenance: X.com (PulumiCorp) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + - '[GUIDE]' + title: Ten More Things You Can Do With Pulumi Neo + year: '2026' +https://www.pulumi.com/blog/better-cli-interactions-for-agents-and-humans: + addition_method: automatic + ai_summary: Pulumi's CLI overhaul optimizes terminal-based infrastructure workflows + for both human operators and autonomous LLM agents (like Claude Code and Codex). + Key enhancements include guessable singular-noun commands, the new `pulumi do` + command for direct stateless CRUD operations across cloud resources, and ephemeral + 72-hour Pulumi Cloud agent accounts. The terminal output is systematically restructured + to emit machine-parseable JSON and agent-friendly Markdown, minimizing token consumption + and structural parsing errors. + category: pulumi + complexity: advanced + content_hash: 71baff5ad79f8abf05ac54746087fa59e7c093ead3473d0c873afc16b03b97bb + description: Pulumi introduces a major CLI overhaul designed to optimize terminal + interactions for both human developers and autonomous AI agents. + hierarchy: + - Infrastructure as Code + - Pulumi + - CLI Tools + - AI Agent Integrations + is_microservice: false + language: en + last_checked: 1780352454.119819 + reputation_status: Vetted + reputation_summary: Pulumi is an enterprise-stable Infrastructure as Code provider. + This CLI revamp addresses the rapid growth of AI-driven deployments on their platform. + resource_type: article + social_preview_url: https://www.pulumi.com/blog/better-cli-interactions-for-agents-and-humans/meta.png + source_provenance: X.com (PulumiCorp) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: Better CLI Interactions for Agents and Humans + year: '2026' https://www.pulumi.com/blog/from-terraform-to-infrastructure-as-software: + addition_method: manual content_hash: 452248fe98c52c852b7227060e58aaf90f0a039e8bc036e320c920adf6ec2d62 description: '' health_score: 100.0 @@ -275433,8 +286407,8 @@ https://www.pulumi.com/blog/from-terraform-to-infrastructure-as-software: v2_locations: - pulumi.md year: N/A - addition_method: manual https://www.pulumi.com/blog/kubernetes-fundamentals-part-one: + addition_method: manual content_hash: 473d22de1b878f7fd10ed84f33d8bbd32d38eac1bee12f46a3f209cdc579d520 description: '' health_score: 100.0 @@ -275450,8 +286424,8 @@ https://www.pulumi.com/blog/kubernetes-fundamentals-part-one: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.pulumi.com/blog/observability-with-infrastructure-as-code: + addition_method: manual content_hash: adfc13e51d749405873c734ab82d3ba9685c75ffb47f8ec4e8d3ceb3b094967e description: '' health_score: 100.0 @@ -275467,8 +286441,8 @@ https://www.pulumi.com/blog/observability-with-infrastructure-as-code: v2_locations: - pulumi.md year: N/A - addition_method: manual https://www.pulumi.com/blog/pulumi-3-0: + addition_method: manual content_hash: de31e79238a82c340eaea95bd397101e092309efac4d745ece92aa848c994e2a description: '' health_score: 100.0 @@ -275484,8 +286458,44 @@ https://www.pulumi.com/blog/pulumi-3-0: v2_locations: - pulumi.md year: N/A - addition_method: manual +https://www.pulumi.com/blog/pulumi-neo-cli: + addition_method: automatic + ai_summary: Pulumi Neo brings the Neo AI assistant directly into the local terminal + interface, enabling developers to scaffold projects, run previews, read stack + states, and execute cloud commands natively. By inheriting the user's local authentication, + environment, and CLI tools, it bridges the gap between interactive AI reasoning + and safe local infrastructure execution. Additionally, it introduces MCP (Model + Context Protocol) integration to connect with platforms like Datadog, PagerDuty, + and Supabase for end-to-end incident resolution. + category: pulumi + complexity: Intermediate + content_hash: a808b742ecbc077be154331bf3a846d6203a0fe71be529d711384cfd3e07b4e4 + description: Pulumi Neo brings interactive, local, and organization-scoped AI capabilities + directly into the terminal interface to streamline Cloud IaC execution. + hierarchy: + - Cloud Infrastructure + - Infrastructure as Code + - AI-Driven Automation + - Pulumi Neo + is_microservice: false + language: English + last_checked: 1780352302.456602 + reputation_status: Vetted + reputation_summary: Highly praised by the cloud engineering and DevOps community + for extending IaC operations with interactive, local, and organizational AI capabilities. + resource_type: blog + social_preview_url: https://www.pulumi.com/blog/pulumi-neo-cli/meta.png + source_provenance: X.com (PulumiCorp) + stars: 4 + status: online + suggested_new_category: '' + tags: + - ENTERPRISE-STABLE + - EMERGING + title: Neo, Now in the Terminal | Pulumi Blog + year: '2026' https://www.pulumi.com/blog/pulumi-rest-api: + addition_method: manual content_hash: 2b726cd7c8ab723d2dc4027fc3fa7a6561c6dc84fb959fbc9a506fc230f6d7b5 description: '' health_score: 100.0 @@ -275501,8 +286511,54 @@ https://www.pulumi.com/blog/pulumi-rest-api: v2_locations: - pulumi.md year: N/A - addition_method: manual +https://www.pulumi.com/blog/the-agentic-infrastructure-era: + addition_method: automatic + ai_summary: 'Curator Insight: Joe Duffy''s vision represents the paradigm shift + from static, human-written YAML declarations to autonomous, self-healing platforms. + + + Live Grounding: Released in mid-2026, this strategic post defines Pulumi''s goal + of using infrastructure as code as a structured sandbox for AI models to act safely. + + + Key Tenets: + + - Translates complex infrastructure definitions into multi-language formats easily + understood by LLMs. + + - Introduces robust automated validation frameworks to measure agent capabilities + in production. + + - Establishes human-in-the-loop safeguards to prevent unexpected drift or security + misconfigurations.' + category: pulumi + complexity: advanced + content_hash: 71bb81621ac01dadb5a57c102d7539d4ea41558410c58e5713d50dcdfc2fa066 + description: Joe Duffy's vision on how AI agents are transforming infrastructure + management from manual code writing to autonomous, context-aware engineering loops. + hierarchy: + - Infrastructure as Code + - Artificial Intelligence + - Platform Engineering + - Autonomous Agents + is_microservice: false + language: en + last_checked: 1780352168.173271 + reputation_status: Vetted + reputation_summary: Strategic visionary post highly rated by cloud architects for + outlining how infrastructure-as-code enables safe autonomous agency in cloud engineering. + resource_type: blog + social_preview_url: https://www.pulumi.com/blog/the-agentic-infrastructure-era/meta.png + source_provenance: X.com (PulumiCorp) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + title: The Agentic Infrastructure Era + year: '2026' https://www.pulumi.com/docs/get-started/kubernetes: + addition_method: manual content_hash: 1a0af5f69d1df49b56807271c6a691ba81f63c93ad495c52d925ae54c2e377f2 description: '' health_score: 100.0 @@ -275512,8 +286568,8 @@ https://www.pulumi.com/docs/get-started/kubernetes: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.pulumi.com/docs/guides/adopting/from_kubernetes: + addition_method: manual content_hash: 6f983a73bee2672693f6a743b21e6d319592846c60f2ec3ca5aa8c61a95d23e5 description: '' health_score: 100.0 @@ -275524,8 +286580,8 @@ https://www.pulumi.com/docs/guides/adopting/from_kubernetes: v1_locations: - docs/pulumi.md year: N/A - addition_method: manual https://www.pulumi.com/docs/iac/comparisons/terraform: + addition_method: manual content_hash: c4343273eb3acdee29478d1a2407691b6b704a72bab1e754692909af5c644fb2 health_score: 100.0 last_checked: 1779130495.025654 @@ -275537,16 +286593,16 @@ https://www.pulumi.com/docs/iac/comparisons/terraform: - docs/pulumi.md v2_locations: - pulumi.md - addition_method: manual https://www.pulumi.com/docs/iac/get-started/kubernetes: + addition_method: manual content_hash: 820e72ec8cb5202346081625b45599af331b63d389742c851c99e220a3d52e63 health_score: 100.0 last_checked: 1779130494.96719 needs_ai_refresh: true v1_locations: - docs/kubernetes.md - addition_method: manual https://www.pulumi.com/docs/iac/guides/migration/migrating-to-pulumi/from-kubernetes: + addition_method: manual content_hash: b5867ae0f86e1796e542816fb0f16fbb23673ec46acda861b114532e127fc3bf health_score: 100.0 last_checked: 1779130494.933234 @@ -275558,8 +286614,8 @@ https://www.pulumi.com/docs/iac/guides/migration/migrating-to-pulumi/from-kubern - docs/pulumi.md v2_locations: - pulumi.md - addition_method: manual https://www.pulumi.com/docs/intro/cloud-providers: + addition_method: manual content_hash: 5a1c04028be0a5354a02d5499685c52e3934a4bf09c9b2ce4076e135276f517f description: '' health_score: 100.0 @@ -275570,8 +286626,8 @@ https://www.pulumi.com/docs/intro/cloud-providers: v1_locations: - docs/pulumi.md year: N/A - addition_method: manual https://www.pulumi.com/docs/intro/vs/terraform: + addition_method: manual content_hash: 625b3fcb9c325825abb05977bca67bf15a46d7af136451a648e106e4bf1bc786 description: '' health_score: 100.0 @@ -275582,8 +286638,8 @@ https://www.pulumi.com/docs/intro/vs/terraform: v1_locations: - docs/pulumi.md year: N/A - addition_method: manual https://www.pulumi.com/registry: + addition_method: manual content_hash: d6b7409250e659b0b52dbebda1e13573cac567b81f2364627cb726b779aaeee9 health_score: 100.0 last_checked: 1779130494.987029 @@ -275595,8 +286651,8 @@ https://www.pulumi.com/registry: - docs/pulumi.md v2_locations: - pulumi.md - addition_method: manual https://www.pulumi.com/registry/packages/aws/how-to-guides/ecs-fargate: + addition_method: manual content_hash: 4e4cd5753b3fc5dd1e61a5e5ae0b8b2c9a462e4be8f150a5c7d5f3fce7c6c7d4 description: '' health_score: 100.0 @@ -275612,8 +286668,44 @@ https://www.pulumi.com/registry/packages/aws/how-to-guides/ecs-fargate: v2_locations: - pulumi.md year: N/A - addition_method: manual +https://www.pulumi.com/releases/agentic-infrastructure-era: + addition_method: automatic + ai_summary: Pulumi's launch page for the 'Agentic Infrastructure Era' outlines a + strategic suite of features facilitating lights-out, autonomous cloud provisioning. + The release coordinates major capabilities like the `pulumi do` declarative-to-imperative + bridge, instant ephemeral credentials, and native integration with AI frameworks + such as Claude Code and Microsoft Foundry. This architectural pivot enables organizations + to safely hand over portion of their IaC pipeline to self-correcting agents that + operate within pre-existing organizational policy guardrails. + category: pulumi + complexity: advanced + content_hash: 38c6172d00e75610cd3bd43eb45d96ca612d27583dfb4d064da6a0c1ee7792c6 + description: An official landing page and resource hub detailing Pulumi's product + launches and integrations designed specifically for agent-native cloud deployments. + hierarchy: + - Infrastructure as Code + - Pulumi + - AI Agents + - Agentic Architecture + is_microservice: false + language: en + last_checked: 1780352454.119973 + reputation_status: Vetted + reputation_summary: Pulumi's official launch hub outlining their strategic vision + and software capabilities for the AI agent-driven IaC era. + resource_type: article + social_preview_url: https://www.pulumi.com/images/releases/may-2026/meta.png + source_provenance: X.com (PulumiCorp) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[EMERGING]' + title: The Agentic Infrastructure Era | Pulumi Releases + year: '2026' https://www.pulumi.com/tf2pulumi: + addition_method: manual content_hash: e118277ece2395640a7f60f20617aeea5ec4d788ca913e21fa9bf30bb1f386df description: '' health_score: 100.0 @@ -275629,8 +286721,8 @@ https://www.pulumi.com/tf2pulumi: v2_locations: - pulumi.md year: N/A - addition_method: manual https://www.pyinstaller.org: + addition_method: manual content_hash: 1ea4987781409b6c37b31c5a165d9c49843bc7e6faf748e34fe6d01bef26907c health_score: 100.0 last_checked: 1779034319.067668 @@ -275642,8 +286734,8 @@ https://www.pyinstaller.org: - docs/python.md v2_locations: - python.md - addition_method: manual https://www.pymesyautonomos.com/management/esta-trabajando-empleado-realmente-su-casa: + addition_method: manual content_hash: 624cc35ce3908c9388657af57e6673aec84baf2780a6373819ad7e07343fd111 description: '' health_score: 100.0 @@ -275659,8 +286751,8 @@ https://www.pymesyautonomos.com/management/esta-trabajando-empleado-realmente-su v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.pyvideo.org/video/3509/tdd-with-django-from-scratch-a-beginners-intro: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029988.791563 @@ -275671,8 +286763,8 @@ https://www.pyvideo.org/video/3509/tdd-with-django-from-scratch-a-beginners-intr - docs/python.md v2_locations: - python.md - addition_method: manual https://www.qovery.com/docs/getting-started/introduction: + addition_method: manual content_hash: c7ec650eabc0ad648f8f4e4faf2d75e471dd4c11e6dfb3dd6bf94f11b860b325 health_score: 100.0 last_checked: 1779130495.003228 @@ -275684,8 +286776,8 @@ https://www.qovery.com/docs/getting-started/introduction: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.quandarycg.com/everything-you-need-to-know-about-integrations: + addition_method: manual ai_summary: 'A comprehensive architectural primer outlining the foundational concepts of Enterprise Application Integration (EAI) and Integration Platform as a Service (iPaaS). @@ -275714,8 +286806,8 @@ https://www.quandarycg.com/everything-you-need-to-know-about-integrations: v2_locations: - message-queue.md year: '2023' - addition_method: manual https://www.quora.com/What-is-trunk-based-development: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -275729,8 +286821,8 @@ https://www.quora.com/What-is-trunk-based-development: v2_locations: - git.md year: N/A - addition_method: manual https://www.quora.com/Whats-the-difference-between-Apache-Camel-and-Kafka: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -275744,8 +286836,8 @@ https://www.quora.com/Whats-the-difference-between-Apache-Camel-and-Kafka: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.qwinix.io/blog-what-is-kubernetes: + addition_method: manual description: '' health_score: 80.0 last_checked: 1779030828.659576 @@ -275759,8 +286851,8 @@ https://www.qwinix.io/blog-what-is-kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.r-bloggers.com/2021/05/dockerizing-shiny-applications: + addition_method: manual content_hash: 044f43f229f27a920ee8d2ebecdae9344bec85cabae3fb605ee76c7465c1fd8c description: '' health_score: 100.0 @@ -275776,8 +286868,8 @@ https://www.r-bloggers.com/2021/05/dockerizing-shiny-applications: v2_locations: - docker.md year: N/A - addition_method: manual https://www.r-bloggers.com/2021/10/git-moving-from-master-to-main: + addition_method: manual ai_summary: A technical walkthrough detailing how to transition primary branch names from 'master' to 'main' in both local configuration and upstream remotes. 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azure.md year: N/A - addition_method: manual https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276150,8 +287242,8 @@ https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingde - chatgpt.md - recruitment.md year: N/A - addition_method: manual https://www.reddit.com/r/Python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276165,8 +287257,8 @@ https://www.reddit.com/r/Python: v2_locations: - newsfeeds.md year: N/A - addition_method: manual https://www.reddit.com/r/Python/comments/3yg2u4/modules_every_python_developer_should_know: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276180,8 +287272,8 @@ https://www.reddit.com/r/Python/comments/3yg2u4/modules_every_python_developer_s v2_locations: - python.md year: N/A - addition_method: manual https://www.reddit.com/r/Python/comments/3yjlim/my_thoughts_about_moving_from_python_27_to_python: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276195,8 +287287,8 @@ https://www.reddit.com/r/Python/comments/3yjlim/my_thoughts_about_moving_from_py v2_locations: - 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demos.md year: N/A - addition_method: manual https://www.reddit.com/r/Traefik: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276319,8 +287411,8 @@ https://www.reddit.com/r/Traefik: v2_locations: - newsfeeds.md year: N/A - addition_method: manual https://www.reddit.com/r/ansible: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276334,8 +287426,8 @@ https://www.reddit.com/r/ansible: v2_locations: - newsfeeds.md year: N/A - addition_method: manual https://www.reddit.com/r/aws: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276349,8 +287441,8 @@ https://www.reddit.com/r/aws: v2_locations: - newsfeeds.md year: N/A - addition_method: manual https://www.reddit.com/r/azuredevops: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276364,8 +287456,8 @@ https://www.reddit.com/r/azuredevops: v2_locations: - newsfeeds.md year: N/A - addition_method: manual https://www.reddit.com/r/bashonubuntuonwindows: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276379,8 +287471,8 @@ https://www.reddit.com/r/bashonubuntuonwindows: v2_locations: - 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newsfeeds.md year: N/A - addition_method: manual https://www.reddit.com/r/digitalocean: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276453,8 +287545,8 @@ https://www.reddit.com/r/digitalocean: v2_locations: - newsfeeds.md year: N/A - addition_method: manual https://www.reddit.com/r/git: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276468,8 +287560,8 @@ https://www.reddit.com/r/git: v2_locations: - newsfeeds.md year: N/A - addition_method: manual https://www.reddit.com/r/golang/comments/jnv4bd/what_is_the_best_microservice_framework_in_go: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276483,8 +287575,8 @@ https://www.reddit.com/r/golang/comments/jnv4bd/what_is_the_best_microservice_fr v2_locations: - golang.md year: N/A - addition_method: manual https://www.reddit.com/r/googlecloud: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -276498,8 +287590,8 @@ https://www.reddit.com/r/googlecloud: v2_locations: - 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Contrast: El análisis original destaca errores humanos de configuración, mientras que la verificación en vivo @@ -276891,8 +287983,8 @@ https://www.redeszone.net/noticias/seguridad/configurar-mal-nube-vulnerabilidade v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.redeszone.net/tutoriales/servidores/diferencias-proxy-vs-proxy-inverso: + addition_method: manual ai_summary: An in-depth article in Spanish comparing forward proxies and reverse proxies. Explains client protection vs. backend load balancing, SSL termination, and caching strategies to establish secure edge communication. 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The synthesis highlights how StackRox's shift-left capabilities were consolidated into Red Hat's @@ -277243,9 +288335,9 @@ https://www.redhat.com/en/about/press-releases/red-hat-acquire-kubernetes-native v2_locations: - devsecops.md year: N/A - addition_method: manual ? https://www.redhat.com/en/about/press-releases/red-hat-and-github-collaborate-expand-developer-experience-red-hat-openshift-github-actions -: content_hash: 491ecbe582d576e8e060002602fa63bffd0dda8ca550ef974c31e8385b82029d +: addition_method: manual + content_hash: 491ecbe582d576e8e060002602fa63bffd0dda8ca550ef974c31e8385b82029d description: '' health_score: 100.0 last_checked: 1779029274.332466 @@ -277263,9 +288355,9 @@ https://www.redhat.com/en/about/press-releases/red-hat-acquire-kubernetes-native - git.md - jenkins-alternatives.md year: N/A - addition_method: manual ? https://www.redhat.com/en/about/press-releases/red-hat-ansible-automation-platform-2-drives-cloud-native-automation-and-helps-developers-become-automators -: content_hash: bd762c52b633b453487549c9053fea5004320066d46981feed16d76e6ff3565b +: addition_method: manual + content_hash: bd762c52b633b453487549c9053fea5004320066d46981feed16d76e6ff3565b description: '' health_score: 100.0 last_checked: 1779029565.392007 @@ -277281,9 +288373,9 @@ https://www.redhat.com/en/about/press-releases/red-hat-acquire-kubernetes-native v2_locations: - ansible.md year: N/A - addition_method: manual ? 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Live Grounding emphasizes Red Hat's focus on modernization, suggesting these utilities for operations teams seeking optimization over classic @@ -277486,8 +288578,8 @@ https://www.redhat.com/en/blog/5-linux-commands: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/5-questions-interview: + addition_method: manual ai_summary: A curated set of high-level assessment questions designed for system administration interviews. Focuses on gauging real-world troubleshooting approaches and architectural prioritization. @@ -277509,8 +288601,8 @@ https://www.redhat.com/en/blog/5-questions-interview: v2_locations: - linux.md year: '2020' - addition_method: manual https://www.redhat.com/en/blog/5-rsync-tips: + addition_method: manual ai_summary: An enterprise compilation of specialized rsync techniques. It teaches dry-runs, automatic bandwidth throttling, and remote link preservation to minimize risk during production migration windows. @@ -277531,8 +288623,8 @@ https://www.redhat.com/en/blog/5-rsync-tips: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/500_pods_per_node: + addition_method: manual content_hash: f7f84a3185bf38a1e49f178e4e16a5c897060a10c7e07b105d228d479b031f37 health_score: 100.0 last_checked: 1779130494.966298 @@ -277544,8 +288636,8 @@ https://www.redhat.com/en/blog/500_pods_per_node: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/6-code-pushes-aap: + addition_method: manual content_hash: fcd79d36394cabfb3dd2006134aad51cd5d6e82e55110ae6508bb6b5bb405325 health_score: 100.0 last_checked: 1779130494.921568 @@ -277557,8 +288649,8 @@ https://www.redhat.com/en/blog/6-code-pushes-aap: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/6-openssl-commands: + addition_method: manual ai_summary: A highly practical Red Hat SysAdmin overview of foundational OpenSSL diagnostics. It covers RSA and ECC key pair generation, CSR signing, certificate validation, and SSL connection handshake tracing for local network hardening. @@ -277579,8 +288671,8 @@ https://www.redhat.com/en/blog/6-openssl-commands: v2_locations: - linux.md year: '2022' - addition_method: manual https://www.redhat.com/en/blog/7-best-practices-for-writing-kubernetes-operators-an-sre-perspective: + addition_method: manual content_hash: a7c4bc460675935d272bb14ca8ab288789097d1a38ded028d350e3d21a762101 health_score: 100.0 last_checked: 1779130494.954537 @@ -277592,8 +288684,8 @@ https://www.redhat.com/en/blog/7-best-practices-for-writing-kubernetes-operators - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://www.redhat.com/en/blog/DNS-name-resolution-troubleshooting-tools: + addition_method: manual ai_summary: Curator Insight introduces 4 robust commands (dig, host, nslookup, and resolvectl) for debugging DNS name resolution issues. 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docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/announcing-openshift-gitops: + addition_method: manual content_hash: c26d435439980c887693c44c025dfa38fe87dbec038bc7499a30803373edbe77 health_score: 100.0 last_checked: 1779130494.985732 @@ -277692,9 +288784,9 @@ https://www.redhat.com/en/blog/announcing-openshift-gitops: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual ? https://www.redhat.com/en/blog/announcing-the-red-hat-enterprise-linux-certified-ansible-collection?sc_cid=7015Y000003t7aWQAQ -: content_hash: 4fef4e47d2bf70c7202e2a3b1e986631346e26fd2183596c8cfd5665c9152b3c +: addition_method: manual + content_hash: 4fef4e47d2bf70c7202e2a3b1e986631346e26fd2183596c8cfd5665c9152b3c health_score: 100.0 last_checked: 1779130494.970802 needs_ai_refresh: true @@ -277705,8 +288797,8 @@ https://www.redhat.com/en/blog/announcing-openshift-gitops: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-ad-hoc-commands: + addition_method: manual content_hash: 66dba98e523924568a77eb465ab5c6482d23fa9e12389eeffb34e50dc66a780b health_score: 100.0 last_checked: 1779130494.944891 @@ -277718,8 +288810,8 @@ https://www.redhat.com/en/blog/ansible-ad-hoc-commands: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-and-openshift-connecting-for-success: + addition_method: manual content_hash: 4165b0abcabd8cecde68bc45b6419b9ca37a2d61e9126e60f3549619ca010410 health_score: 100.0 last_checked: 1779130494.958489 @@ -277731,8 +288823,8 @@ https://www.redhat.com/en/blog/ansible-and-openshift-connecting-for-success: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-create-users-csv: + addition_method: manual content_hash: f4d2eccf05d5b6a89f3e308da7d9b75dfb2d7c622da2298795ffba4c44f5e9c8 health_score: 100.0 last_checked: 1779130494.982553 @@ -277744,8 +288836,8 @@ https://www.redhat.com/en/blog/ansible-create-users-csv: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-dynamic-inventories: + addition_method: manual content_hash: fc822fef9c3dcdacbcfc0213f60ecab8c15cf53d187fa7d3ad5a0a4c3663d21e health_score: 100.0 last_checked: 1779130494.932414 @@ -277757,8 +288849,8 @@ https://www.redhat.com/en/blog/ansible-dynamic-inventories: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-dynamic-inventory-python: + addition_method: manual content_hash: eefd81bd06b44179fbd5a7b3dacb08aaa97978df1e4a8d70308a8d22dddffbfd health_score: 100.0 last_checked: 1779130494.999796 @@ -277770,8 +288862,8 @@ https://www.redhat.com/en/blog/ansible-dynamic-inventory-python: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-lists-dictionaries-yaml: + addition_method: manual content_hash: 9ba32bd9606e2b87ff03358edd8b25703c4add035985bca9dc10003f093a8a88 health_score: 100.0 last_checked: 1779130494.945201 @@ -277783,8 +288875,8 @@ https://www.redhat.com/en/blog/ansible-lists-dictionaries-yaml: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-network-resource-modules-deep-dive-on-return-values?sc_cid=7015Y000003t7aWQAQ: + addition_method: manual content_hash: 4a9008d967c387a279b68f6d1915bab7727f12904505b68d4ce718ef2732f4d5 health_score: 100.0 last_checked: 1779130494.967098 @@ -277796,8 +288888,8 @@ https://www.redhat.com/en/blog/ansible-network-resource-modules-deep-dive-on-ret - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-plugin-inventory-files: + addition_method: manual content_hash: bbb5eb7df820ef2f0667160e7aba252082a9d41511225662aa8857f0aaa8c33c health_score: 100.0 last_checked: 1779130494.997055 @@ -277809,8 +288901,8 @@ https://www.redhat.com/en/blog/ansible-plugin-inventory-files: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-quick-start: + addition_method: manual content_hash: 20974850608c99ca7d4bcd1eb21f02c6ce48fcda202c0a2bb4fd633716696eca health_score: 100.0 last_checked: 1779130494.998703 @@ -277822,8 +288914,8 @@ https://www.redhat.com/en/blog/ansible-quick-start: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-system-role: + addition_method: manual content_hash: 6ae069a1fceedd2354f75c9273fcd629eeefabac88f0dc61ba1495e2c7f0b72b health_score: 100.0 last_checked: 1779130494.982783 @@ -277835,8 +288927,8 @@ https://www.redhat.com/en/blog/ansible-system-role: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-templates-configuration: + addition_method: manual content_hash: dc1afab802073ef9e8f0e541e69dc433f85e8671db54b50c69c5186c6ec203a8 health_score: 100.0 last_checked: 1779130494.951516 @@ -277848,8 +288940,8 @@ https://www.redhat.com/en/blog/ansible-templates-configuration: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansible-web-endpoints: + addition_method: manual content_hash: 38665145b56dd9392a43bcca5b7afbcb5d1b45cd1a4e2a3cbbd0a8e167dd643e health_score: 100.0 last_checked: 1779130494.960125 @@ -277861,8 +288953,8 @@ https://www.redhat.com/en/blog/ansible-web-endpoints: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/ansiblefest-sysadmins: + addition_method: manual content_hash: 59875ead7e8fbbf98b426e35655618311159ca7d14711fc7b923c76fb16613a3 health_score: 100.0 last_checked: 1779130494.956505 @@ -277874,8 +288966,8 @@ https://www.redhat.com/en/blog/ansiblefest-sysadmins: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/apache-kafka-EDA-performance: + addition_method: manual ai_summary: 'Curator Insight: Analysis of leveraging Kafka''s performance characteristics within complex corporate environments. Live Grounding: Covers tuning throughput and reducing processing latency in microservices by optimization of batch sizes, @@ -277898,8 +288990,8 @@ https://www.redhat.com/en/blog/apache-kafka-EDA-performance: v2_locations: - message-queue.md year: '2022' - addition_method: manual https://www.redhat.com/en/blog/apis-soap-rest-graphql-grpc: + addition_method: manual content_hash: c1fc53434f8cd43a82def90612fea17c49c0f1fd2e6cccae667e4f9834c434c3 health_score: 100.0 last_checked: 1779130495.029515 @@ -277911,8 +289003,8 @@ https://www.redhat.com/en/blog/apis-soap-rest-graphql-grpc: - docs/api.md v2_locations: - api.md - addition_method: manual https://www.redhat.com/en/blog/application-management-in-kubernetes-environments-with-helm-charts-and-kubernetes-operators: + addition_method: manual ai_summary: Architectural discussion comparing Helm package templates with Kubernetes Operators. Outlines when to use Helm for Day 1 installs versus Operators for stateful Day 2 operations. @@ -277935,8 +289027,8 @@ https://www.redhat.com/en/blog/application-management-in-kubernetes-environments v2_locations: - helm.md year: '2020' - addition_method: manual https://www.redhat.com/en/blog/applications-here-applications-there-part-3-application-migration: + addition_method: manual content_hash: 172b92f138f77e08620d72f9b9092828aa54ff8b16acd19b6cf82b66b6b01967 health_score: 100.0 last_checked: 1779130494.972475 @@ -277950,8 +289042,8 @@ https://www.redhat.com/en/blog/applications-here-applications-there-part-3-appli v2_locations: - ocp4.md - demos.md - addition_method: manual https://www.redhat.com/en/blog/architecture-decision-records: + addition_method: manual content_hash: 17424d5b397c890549c7fbea8d3b93a56bbca0891f571795af29789a7cab7633 health_score: 100.0 last_checked: 1779130495.005515 @@ -277963,24 +289055,24 @@ https://www.redhat.com/en/blog/architecture-decision-records: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-day-2-operations-part-1: + addition_method: manual content_hash: 89bd691375bf8c5ac557e2d12018b8bc6036ec2fd6b1361545829e37299c2e12 health_score: 100.0 last_checked: 1779130494.971456 needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-day-2-operations-part-2: + addition_method: manual content_hash: bea98be8b11d57faca6b52e8fe9ded9800c15345749e7fd658acf4ec4f183f6f health_score: 100.0 last_checked: 1779130494.968102 needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://www.redhat.com/en/blog/automate-podman-ansible: + addition_method: manual content_hash: d664ccfe5ddcc93990082b4c58b11914a4bc9f0789deb3ae891b67589664c4e2 health_score: 100.0 last_checked: 1779130495.027236 @@ -277992,8 +289084,8 @@ https://www.redhat.com/en/blog/automate-podman-ansible: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.redhat.com/en/blog/automate-reboot-ansible: + addition_method: manual content_hash: d14269d7eb5c348e524770e6dff984e41a4d34d084de55fabdd0eea0732fb4c4 health_score: 100.0 last_checked: 1779130495.00844 @@ -278005,8 +289097,8 @@ https://www.redhat.com/en/blog/automate-reboot-ansible: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/automate-your-security-practices-and-policies-on-openshift-with-kyverno: + addition_method: manual content_hash: 749b437121b3977c12ac540d4366f3cb1a58a93f896a7e0bfb33df00c3a45e09 health_score: 100.0 last_checked: 1779130494.958956 @@ -278018,8 +289110,8 @@ https://www.redhat.com/en/blog/automate-your-security-practices-and-policies-on- - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible?sc_cid=7015Y000003t7aWQAQ: + addition_method: manual content_hash: d395bb52b1252a079444326d64af97a773730272d073bebfa47b0f6209c44b53 health_score: 100.0 last_checked: 1779130495.003242 @@ -278031,9 +289123,9 @@ https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible?sc_cid= - docs/ansible.md v2_locations: - ansible.md - addition_method: manual ? https://www.redhat.com/en/blog/automating-security-with-cyberark-and-red-hat-ansible-automation-platform?sc_cid=7015Y000003t7aWQAQ -: ai_summary: Deep-dive on workflow security, combining CyberArk vaulting features +: addition_method: manual + ai_summary: Deep-dive on workflow security, combining CyberArk vaulting features with Ansible infrastructure orchestration. Addresses regulatory and internal auditing requirements for credential cycles. complexity: Intermediate @@ -278054,15 +289146,15 @@ https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible?sc_cid= v2_locations: - devsecops.md year: '2022' - addition_method: manual https://www.redhat.com/en/blog/automation-architects: + addition_method: manual content_hash: a5758f5648c10373327bc8d6df347246c73cf404c027562a5363ca2444726bef health_score: 100.0 last_checked: 1779130494.998313 needs_ai_refresh: true v1_locations: [] - addition_method: manual https://www.redhat.com/en/blog/automation-combat-increased-workload: + addition_method: manual content_hash: 3259338eb8fd68aeacb93242e384bac7432808267cb12691d8eb338a613de77d health_score: 100.0 last_checked: 1779130495.030132 @@ -278074,8 +289166,8 @@ https://www.redhat.com/en/blog/automation-combat-increased-workload: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.redhat.com/en/blog/automation-first-mentality: + addition_method: manual ai_summary: 'Provides strategies to build an automation-first culture to improve software security, pipeline reliability, and scalability. Contrast: Curator Insight defines this as general DevOps philosophy, while Live Grounding reveals that automation @@ -278098,8 +289190,8 @@ https://www.redhat.com/en/blog/automation-first-mentality: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/aws-and-red-hat-quickstart-workshop: + addition_method: manual content_hash: 318c52c49b3fad85bbdf86890a9696732d1cd1f9a9b273065e1a17d398de8e45 health_score: 100.0 last_checked: 1779130495.03117 @@ -278113,8 +289205,8 @@ https://www.redhat.com/en/blog/aws-and-red-hat-quickstart-workshop: v2_locations: - openshift.md - demos.md - addition_method: manual https://www.redhat.com/en/blog/based-validated-network-content?sc_cid=7015Y000003t7aWQAQ: + addition_method: manual content_hash: 061e2aadd4af4c6a6ce6a85935af948428e6d0b9a4f26f8c753e8ad530c0b2fe health_score: 100.0 last_checked: 1779130495.020295 @@ -278126,8 +289218,8 @@ https://www.redhat.com/en/blog/based-validated-network-content?sc_cid=7015Y00000 - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/be-careful-when-pulling-images-short-name: + addition_method: manual content_hash: e766c6559e53331aa84ca271e675462fa7075314b1d420b3c642174dc5be435e description: '' health_score: 100.0 @@ -278143,8 +289235,8 @@ https://www.redhat.com/en/blog/be-careful-when-pulling-images-short-name: v2_locations: - container-managers.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/best-microservices-2021: + addition_method: manual content_hash: 8ea7414f16557674b6206b30d5037ff57c05243d5bce54456fc656c74565fbcf health_score: 100.0 last_checked: 1779130494.991558 @@ -278156,8 +289248,8 @@ https://www.redhat.com/en/blog/best-microservices-2021: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.redhat.com/en/blog/build-VM-fast-ansible: + addition_method: manual content_hash: 17bf66995b1c02fa00b5644468d55a7bcf05d3ed461a27923afa526bc738ea95 health_score: 100.0 last_checked: 1779130495.029663 @@ -278169,16 +289261,16 @@ https://www.redhat.com/en/blog/build-VM-fast-ansible: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/build-kubernetes-operators-from-helm-charts-in-5-steps: + addition_method: manual content_hash: dd0a9f3345befce514c305d9cc0149cd7ef0c44678aa2546857d06a7a24e7d0b health_score: 100.0 last_checked: 1779130495.005446 needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://www.redhat.com/en/blog/build-your-kubernetes-operator-with-the-right-tool: + addition_method: manual content_hash: 08eb51645d9e90d73a595f6b09450bc33e89077dc31e0a655983b58642aa9c47 health_score: 100.0 last_checked: 1779130494.98712 @@ -278190,8 +289282,8 @@ https://www.redhat.com/en/blog/build-your-kubernetes-operator-with-the-right-too - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plugin: + addition_method: manual ai_summary: Details strategies to compile reliable, declarative Jenkins pipelines utilizing OpenShift DSL plugins. Discusses native methods to trigger S2I builds, promote container images, and securely communicate with Cluster managers. @@ -278213,8 +289305,8 @@ https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plug - jenkins.md - openshift-pipelines.md year: '2018' - addition_method: manual https://www.redhat.com/en/blog/building-openshift-pipelines-with-gitlab: + addition_method: manual content_hash: 101f6e1faf273063805cace78ce4cc8e0b82ec871b376d7dcc0ccd5cf01ea34d health_score: 100.0 last_checked: 1779130494.95121 @@ -278226,8 +289318,8 @@ https://www.redhat.com/en/blog/building-openshift-pipelines-with-gitlab: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure: + addition_method: manual content_hash: 14e71075cd0da4d18304516429f4f1d150bf9b97f78bd41f15cc3c508bfd7ce9 health_score: 100.0 last_checked: 1779130494.983509 @@ -278241,14 +289333,14 @@ https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure: v2_locations: - openshift.md - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/accessing-external-services-using-egress-router: + addition_method: manual health_score: 64.0 last_checked: 1779130495.026836 v1_locations: - docs/openshift.md - addition_method: manual https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/networkpolicies-and-microsegmentation: + addition_method: manual health_score: 64.0 last_checked: 1779130494.971855 tags: @@ -278257,8 +289349,8 @@ https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/networkpolici - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/blog/channel/open-source-communities: + addition_method: manual ai_summary: Red Hat's experimental analysis testing generative AI capability against Ansible Playbook authoring constraints. Highlights current logical gaps and structural best practices for verification. @@ -278281,16 +289373,16 @@ https://www.redhat.com/en/blog/channel/open-source-communities: - ansible.md - chatgpt.md year: '2023' - addition_method: manual https://www.redhat.com/en/blog/chaos-engineering-with-litmuschaos: + addition_method: manual content_hash: 4e99fbd5182b466ad4715d232c8b533d2fe09deeeb66b015a50e9f32365c9385 health_score: 100.0 last_checked: 1779130494.968714 needs_ai_refresh: true v1_locations: - docs/chaos-engineering.md - addition_method: manual https://www.redhat.com/en/blog/check-out-our-new-look: + addition_method: manual content_hash: 5f2d23f5418c70dd44dc3aeaae4078f53f7935b90fd8de0e2561c3ea5342032b health_score: 100.0 last_checked: 1779130494.954079 @@ -278302,8 +289394,8 @@ https://www.redhat.com/en/blog/check-out-our-new-look: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/cloud-devops-with-openshift-and-jfrog: + addition_method: manual ai_summary: A case study looking at OpenShift and JFrog Artifactory integrations. It details how teams establish secure, auditable image management pipelines across hybrid cloud nodes. @@ -278325,8 +289417,8 @@ https://www.redhat.com/en/blog/cloud-devops-with-openshift-and-jfrog: - jenkins-alternatives.md - registries.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/cloud-native-business-automation-kogito: + addition_method: manual content_hash: 5745425287ff9c13704b5c3138b5d614a6bcf7f5ad21674dcfba82627d3e8d26 description: '' health_score: 100.0 @@ -278342,8 +289434,8 @@ https://www.redhat.com/en/blog/cloud-native-business-automation-kogito: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/cloud-native-ci-cd-with-openshift-pipelines: + addition_method: manual ai_summary: 'Curator Insight: An official Red Hat announcement outlining OpenShift Pipelines, the managed implementation of Tekton. @@ -278368,8 +289460,8 @@ https://www.redhat.com/en/blog/cloud-native-ci-cd-with-openshift-pipelines: - tekton.md - openshift-pipelines.md year: '2020' - addition_method: manual https://www.redhat.com/en/blog/compose-kubernetes-podman: + addition_method: manual content_hash: d361deb33ca1c63e063005f0e843f723258906e2df37a25a37d280f41590ab9f health_score: 100.0 last_checked: 1779130494.983134 @@ -278381,8 +289473,8 @@ https://www.redhat.com/en/blog/compose-kubernetes-podman: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.redhat.com/en/blog/configure-gmail-using-ansible: + addition_method: manual content_hash: 4415b662eb7836ba4f656044975b00d0f18219a0fecf68489d6ffda26055012f health_score: 100.0 last_checked: 1779130494.960075 @@ -278394,8 +289486,8 @@ https://www.redhat.com/en/blog/configure-gmail-using-ansible: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/configure-ssh-keygen: + addition_method: manual ai_summary: A hands-on walk-through of modern ssh-keygen configurations, outlining RSA, ECDSA, and Ed25519 signature algorithm trade-offs. It shows how to safely provision, password-protect, and distribute public keys. @@ -278417,8 +289509,8 @@ https://www.redhat.com/en/blog/configure-ssh-keygen: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/configure-the-openshift-image-registry-backed-by-openshift-container-storage: + addition_method: manual content_hash: 07e73e219cb03ca933ccfed11055d62b8c137a41eac1c4577d17a64104784a42 health_score: 100.0 last_checked: 1779130494.994876 @@ -278430,8 +289522,8 @@ https://www.redhat.com/en/blog/configure-the-openshift-image-registry-backed-by- - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/container-information-podman: + addition_method: manual content_hash: 5698f52d6c4b16a5705f6658238661f108b9d45409a7250d4be88a202e8c7e09 health_score: 100.0 last_checked: 1779130494.929204 @@ -278443,8 +289535,8 @@ https://www.redhat.com/en/blog/container-information-podman: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.redhat.com/en/blog/container-security-seccomp: + addition_method: manual ai_summary: An authoritative Red Hat review explaining system-call level security using seccomp. Addresses custom policy writing to prevent runtime container compromise from escalating into a global host compromise via kernel exploitation. @@ -278465,8 +289557,8 @@ https://www.redhat.com/en/blog/container-security-seccomp: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/containerizing-applications: + addition_method: manual content_hash: 7823f61d0a98d35840064d39204e63627338c1e138bee5da4e604036bb1750cf health_score: 100.0 last_checked: 1779130495.026605 @@ -278478,8 +289570,8 @@ https://www.redhat.com/en/blog/containerizing-applications: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.redhat.com/en/blog/create-containers-podman-quickly: + addition_method: manual content_hash: e1e3e2859b54429852315da8dd5547d8ee158fcf88b7074e23ec0fd7acc09bae health_score: 100.0 last_checked: 1779130495.014325 @@ -278491,8 +289583,8 @@ https://www.redhat.com/en/blog/create-containers-podman-quickly: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.redhat.com/en/blog/creating-custom-rules-for-ansible-lint: + addition_method: manual content_hash: 2535dea41cd05a0bfe70e5e1b01553dae02a43ed4a4f08b5a53c18169a27a127 health_score: 100.0 last_checked: 1779130495.00702 @@ -278504,8 +289596,8 @@ https://www.redhat.com/en/blog/creating-custom-rules-for-ansible-lint: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/curl-hack-httpie: + addition_method: manual ai_summary: A developer comparison highlighting HTTPie as an expressive, human-friendly command-line alternative to curl. It illustrates dynamic coloring, direct JSON validation, and clean request structures for REST endpoints. @@ -278526,8 +289618,8 @@ https://www.redhat.com/en/blog/curl-hack-httpie: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish: + addition_method: manual ai_summary: A comprehensive technical guide demonstrating how to use guestfish to inject files, modify configurations, and customize virtual machine disk images. This walk-through focuses on streamlining cloud-init preparations and automating @@ -278550,8 +289642,8 @@ https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/customizing-virtual-machine-templates-in-openshift-1: + addition_method: manual content_hash: 6677f748ddca34ba89462cd1cd2289500cdeb697f44c698ff04ada0a8d8e7483 health_score: 100.0 last_checked: 1779130494.986251 @@ -278563,8 +289655,8 @@ https://www.redhat.com/en/blog/customizing-virtual-machine-templates-in-openshif - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/data-text-files: + addition_method: manual ai_summary: A practical tutorial from Red Hat explaining different loop patterns for reading and parsing file contents in Bash. Discusses performance implications of field separators and subshell execution blocks. @@ -278586,8 +289678,8 @@ https://www.redhat.com/en/blog/data-text-files: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/datacenter-edge-open-hybrid-cloud-vision-red-hat-ansible-automation-platform-2: + addition_method: manual content_hash: 4c7767184757ae92b7f16f689f84b439e0ce88743ace1345d4553fd134671813 description: '' health_score: 100.0 @@ -278604,8 +289696,8 @@ https://www.redhat.com/en/blog/datacenter-edge-open-hybrid-cloud-vision-red-hat- v2_locations: - ansible.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes: + addition_method: manual ai_summary: Walkthrough covering remote JVM agent connection attachment procedures targeting pods deployed within secured target Kubernetes namespaces. complexity: intermediate @@ -278626,8 +289718,8 @@ https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernet - monitoring.md - java-and-java-performance-optimization.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/demystifying-ansible-sysadmins: + addition_method: manual content_hash: d13f4b13d5c65dd0643ce3f225cc040d81ee4aab7640642c1f7cabd77c3193a9 health_score: 100.0 last_checked: 1779130494.979402 @@ -278639,8 +289731,8 @@ https://www.redhat.com/en/blog/demystifying-ansible-sysadmins: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/demystifying-multus: + addition_method: manual content_hash: 4efff685c2e337aea8a3f2a76f5dec84e0ee2598b1088b23303572311442ec1a health_score: 100.0 last_checked: 1779130494.937474 @@ -278652,8 +289744,8 @@ https://www.redhat.com/en/blog/demystifying-multus: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/deploying-jenkins-on-openshift-part-1: + addition_method: manual ai_summary: Explores the baseline deployment strategy for standing up Jenkins nodes within OpenShift namespaces. Deeply reviews network configurations, service accounts, and route declarations to enable external webhook communications. @@ -278674,8 +289766,8 @@ https://www.redhat.com/en/blog/deploying-jenkins-on-openshift-part-1: v2_locations: - openshift-pipelines.md year: '2018' - addition_method: manual https://www.redhat.com/en/blog/deploying-openshift-4.4-to-vmware-vsphere-7: + addition_method: manual content_hash: 3088b18fd198e2e74e0b7f50aa956eeffeb847a30a64412980ca8af5fb1d9fdf health_score: 100.0 last_checked: 1779130494.940476 @@ -278687,8 +289779,8 @@ https://www.redhat.com/en/blog/deploying-openshift-4.4-to-vmware-vsphere-7: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/blog/deploying-openshift-applications-multiple-datacenters: + addition_method: manual ai_summary: Provides high-level operational advice for utilizing Jenkins pipelines to orchestrate, sync, and validate application deployments across disparate, multi-region OpenShift datacenters. @@ -278710,8 +289802,8 @@ https://www.redhat.com/en/blog/deploying-openshift-applications-multiple-datacen v2_locations: - openshift-pipelines.md year: '2018' - addition_method: manual https://www.redhat.com/en/blog/deploying-to-openshift-using-github-actions: + addition_method: manual content_hash: e657ba90a5e4f6c12332ee861802b63e0b19b5bc265821380417190226f538c5 health_score: 100.0 last_checked: 1779130495.005727 @@ -278723,8 +289815,8 @@ https://www.redhat.com/en/blog/deploying-to-openshift-using-github-actions: - docs/git.md v2_locations: - git.md - addition_method: manual https://www.redhat.com/en/blog/descheduler-ga-in-openshift-4.7: + addition_method: manual content_hash: 3f86ea029b6ca6fde6aaf2f176b95d9276333234f2fb6a3ca1fb5033592ff77d health_score: 100.0 last_checked: 1779130494.95662 @@ -278736,8 +289828,8 @@ https://www.redhat.com/en/blog/descheduler-ga-in-openshift-4.7: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/design-enterprise-architecture-diagrams: + addition_method: manual content_hash: 187d2be82174951f7595ab557de95c0f75be2189e9248393491be3f5a60b790a health_score: 100.0 last_checked: 1779130495.027979 @@ -278749,8 +289841,8 @@ https://www.redhat.com/en/blog/design-enterprise-architecture-diagrams: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://www.redhat.com/en/blog/developing-ansible-role: + addition_method: manual content_hash: 38f27b90b0ebc37125cebace0c51131c36bdca31474711f67392185237075c8d health_score: 100.0 last_checked: 1779130494.971268 @@ -278762,8 +289854,8 @@ https://www.redhat.com/en/blog/developing-ansible-role: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/devsecops-enterprise-architecture: + addition_method: manual ai_summary: 'Offers an architectural guide to scaling security across thousands of containerized workflows and corporate teams. Contrast: Curator Insight targets basic process coordination, while Live Grounding shows that modern enterprises @@ -278786,8 +289878,8 @@ https://www.redhat.com/en/blog/devsecops-enterprise-architecture: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/diagramming-tools-cloud-infrastructure: + addition_method: manual content_hash: 78f905f507468bf3c678cf145a81f6ff4789ec6c1c2b5f0771e7817f48354cf3 health_score: 100.0 last_checked: 1779130494.992094 @@ -278799,8 +289891,8 @@ https://www.redhat.com/en/blog/diagramming-tools-cloud-infrastructure: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://www.redhat.com/en/blog/diagramming-tools-network-architecture: + addition_method: manual content_hash: 85ea02d32b375c788e9cef48243fefddd5421a129796880022f7d196ad6bb26d health_score: 100.0 last_checked: 1779130495.032995 @@ -278812,8 +289904,8 @@ https://www.redhat.com/en/blog/diagramming-tools-network-architecture: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md - addition_method: manual https://www.redhat.com/en/blog/edit-text-bash-command: + addition_method: manual ai_summary: Demonstrates how to use standard CLI commands (specifically `sed` and `find`) to batch-replace strings across deep file structures. Focuses on safe execution patterns and dry-run steps. @@ -278835,8 +289927,8 @@ https://www.redhat.com/en/blog/edit-text-bash-command: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/enabling-openshift-4-clusters-to-stop-and-resume-cluster-vms: + addition_method: manual content_hash: e99ab56a18d15fbbb77d6a02bb1f058232ad6b03cbfd56253988007691e5f47c health_score: 100.0 last_checked: 1779130494.921849 @@ -278848,16 +289940,16 @@ https://www.redhat.com/en/blog/enabling-openshift-4-clusters-to-stop-and-resume- - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/enhanced-openshift-jboss-amq-container-image-for-production: + addition_method: manual content_hash: 8ee9e22beed3be4625bbe0f3f664c832b04cce75f70fbccb95f7ea365596735a health_score: 100.0 last_checked: 1779130494.953707 needs_ai_refresh: true v1_locations: - docs/monitoring.md - addition_method: manual https://www.redhat.com/en/blog/enterprise-kubernetes-with-openshift-part-one: + addition_method: manual content_hash: 6327dfab4ea8d6d02b4b859c594b814865539b9af58963c759b000b24023fc2f health_score: 100.0 last_checked: 1779130495.010996 @@ -278870,8 +289962,8 @@ https://www.redhat.com/en/blog/enterprise-kubernetes-with-openshift-part-one: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/event-driven-architecture-essentials: + addition_method: manual ai_summary: A deep dive by Red Hat explaining how event-driven designs foster agility, decoupling, and high horizontal scalability. It discusses integration paths with Kubernetes, Apache Kafka, and Knative. Grounding shows its essential role for @@ -278894,8 +289986,8 @@ https://www.redhat.com/en/blog/event-driven-architecture-essentials: v2_locations: - message-queue.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/extra-variables-ansible-playbook: + addition_method: manual content_hash: 1c3a9a3b0ecc57fe3351bd5a4487d81573dc951c186942da609876938e541786 health_score: 100.0 last_checked: 1779130494.979786 @@ -278907,8 +289999,8 @@ https://www.redhat.com/en/blog/extra-variables-ansible-playbook: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/fast-vs-easy-benchmarking-ansible-operators-for-kubernetes?sc_cid=7015Y000003t7aWQAQ: + addition_method: manual content_hash: 963383035903654492ff0abdb22d8f93758319d246f21e9fa92be93c3558cfce health_score: 100.0 last_checked: 1779130494.965907 @@ -278920,8 +290012,8 @@ https://www.redhat.com/en/blog/fast-vs-easy-benchmarking-ansible-operators-for-k - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/faster-ansible-playbook-execution: + addition_method: manual content_hash: d0e1ede4553cb2324f440d892a274435d4acd4234907f24cc539bcbdcb5eff84 health_score: 100.0 last_checked: 1779130494.958227 @@ -278933,8 +290025,8 @@ https://www.redhat.com/en/blog/faster-ansible-playbook-execution: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/find-non-expiring-passwords: + addition_method: manual ai_summary: A Red Hat system administration guide that implements a tailored Bash script to parse user account states. Useful for continuous compliance loops and discovering misconfigured local security policies. @@ -278957,8 +290049,8 @@ https://www.redhat.com/en/blog/find-non-expiring-passwords: v2_locations: - linux.md year: '2022' - addition_method: manual https://www.redhat.com/en/blog/fine-grained-policy-enforcement-in-openshift-with-open-policy-agent: + addition_method: manual content_hash: c4d922b39abc46343e07e22c22bca3476a4bbdc730db25becaa90abc3e29cae8 health_score: 100.0 last_checked: 1779130494.974532 @@ -278970,8 +290062,8 @@ https://www.redhat.com/en/blog/fine-grained-policy-enforcement-in-openshift-with - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://www.redhat.com/en/blog/five-network-commands: + addition_method: manual ai_summary: 'Explains five critical native diagnostic utilities for debugging connectivity issues on modern Linux: ip, ping, traceroute, ss, and dig. Outlines the operational layer each tool addresses within the OSI model.' @@ -278992,8 +290084,8 @@ https://www.redhat.com/en/blog/five-network-commands: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/from-code-to-production-with-gitops: + addition_method: manual content_hash: 315c24daca8c48e599fe370729b4e6f69e048222173dc3edbd0d4ba8ec5dcb96 health_score: 100.0 last_checked: 1779130494.946813 @@ -279007,8 +290099,8 @@ https://www.redhat.com/en/blog/from-code-to-production-with-gitops: v2_locations: - ocp3.md - gitops.md - addition_method: manual https://www.redhat.com/en/blog/from-ops-to-sre-evolution-of-the-openshift-dedicated-team: + addition_method: manual ai_summary: An enterprise case study detailing how Red Hat transitioned its OpenShift Dedicated operations team to a modern SRE model, showing concrete scaling metrics. complexity: Advanced @@ -279028,8 +290120,8 @@ https://www.redhat.com/en/blog/from-ops-to-sre-evolution-of-the-openshift-dedica v2_locations: - sre.md year: '2023' - addition_method: manual https://www.redhat.com/en/blog/from-sysadmin-to-architect: + addition_method: manual content_hash: 36d621032f43aff49470db8d49255a590800b8909e476dbd5c7c8367fbb9519e health_score: 100.0 last_checked: 1779130494.949863 @@ -279041,8 +290133,8 @@ https://www.redhat.com/en/blog/from-sysadmin-to-architect: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.redhat.com/en/blog/from-templates-to-openshift-helm-charts: + addition_method: manual content_hash: ea3609ff2bf2a530c10830950780bbb4d175725cfae8105542f61d7f7856ffb8 health_score: 100.0 last_checked: 1779130495.007513 @@ -279054,8 +290146,8 @@ https://www.redhat.com/en/blog/from-templates-to-openshift-helm-charts: - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual https://www.redhat.com/en/blog/fully-automated-management-of-egress-ips-with-the-egressip-ipam-operator: + addition_method: manual content_hash: e7454933f4cf658e41768e8cfd65b8c855b21c355f604cccf07dc44beef24300 health_score: 100.0 last_checked: 1779130495.0299 @@ -279067,9 +290159,9 @@ https://www.redhat.com/en/blog/fully-automated-management-of-egress-ips-with-the - docs/openshift.md v2_locations: - openshift.md - addition_method: manual ? https://www.redhat.com/en/blog/generally-available-today-red-hat-openshift-container-platform-311-ready-power-enterprise-kubernetes-deployments -: content_hash: 04528b1c6d81c3f9fbb7566bfa051467f619fa5a84eeab16edc311ee63ce2a5c +: addition_method: manual + content_hash: 04528b1c6d81c3f9fbb7566bfa051467f619fa5a84eeab16edc311ee63ce2a5c description: '' health_score: 100.0 last_checked: 1779029366.877895 @@ -279085,8 +290177,8 @@ https://www.redhat.com/en/blog/fully-automated-management-of-egress-ips-with-the v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/geographically-distributed-stateful-workloads-part-3-keycloak: + addition_method: manual ai_summary: Part of Red Hat's multi-region series, this architectural blueprint discusses geographically distributed stateful workloads, focusing on multi-site Keycloak setups. It addresses global replication, database synchronization, and @@ -279108,8 +290200,8 @@ https://www.redhat.com/en/blog/geographically-distributed-stateful-workloads-par v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/getting-started-in-openshift: + addition_method: manual content_hash: 3ce4a0c720f9196369715f1af6b03041c66096339afd70307a4c73c934ae2a70 health_score: 100.0 last_checked: 1779130494.948614 @@ -279121,8 +290213,8 @@ https://www.redhat.com/en/blog/getting-started-in-openshift: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/getting-started-jboss: + addition_method: manual content_hash: 707c2857aae5b455fa8bb8b0d3fc4625983c5fec3a19a36811104225b3f92199 health_score: 100.0 last_checked: 1779130494.979195 @@ -279134,8 +290226,8 @@ https://www.redhat.com/en/blog/getting-started-jboss: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/getting-started-running-spark-workloads-on-openshift: + addition_method: manual ai_summary: 'Curator Insight: Practical guide detailing setup steps for hosting Spark data processors on OpenShift Platform. @@ -279158,8 +290250,8 @@ https://www.redhat.com/en/blog/getting-started-running-spark-workloads-on-opensh v2_locations: - kubernetes-bigdata.md year: '2020' - addition_method: manual https://www.redhat.com/en/blog/getting-started-with-applicationsets: + addition_method: manual ai_summary: Introductory guide to Argo CD ApplicationSets. It demonstrates how to templating multi-cluster deployments, generating child resources programmatically from dynamic Git configurations. @@ -279181,8 +290273,8 @@ https://www.redhat.com/en/blog/getting-started-with-applicationsets: v2_locations: - argo.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/getting-started-with-kubevirt: + addition_method: manual content_hash: 77a33ccb166af99316a7c5d003a2bd1bd5f1dbf793590796109acc4607411200 health_score: 100.0 last_checked: 1779130495.007959 @@ -279194,8 +290286,8 @@ https://www.redhat.com/en/blog/getting-started-with-kubevirt: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/gitops-implementation-patterns: + addition_method: manual content_hash: 1fa6fb56f1879f95f9e642d71213ea84c04d652469a5fb6fc031427fe45cbe05 health_score: 100.0 last_checked: 1779130494.978577 @@ -279207,8 +290299,8 @@ https://www.redhat.com/en/blog/gitops-implementation-patterns: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://www.redhat.com/en/blog/gitops-secret-management: + addition_method: manual ai_summary: 'Compares two distinct GitOps approaches: Sealed Secrets (one-way asymmetric client-side encryption) and External Secrets (pulling secrets dynamically via controller from central cloud key managers).' @@ -279234,8 +290326,8 @@ https://www.redhat.com/en/blog/gitops-secret-management: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management: + addition_method: manual content_hash: 0932dd3c3198ee8c6b7166d303da2fdf337677ba479bfaea33a33c8145727e37 health_score: 100.0 last_checked: 1779130494.953272 @@ -279247,9 +290339,9 @@ https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-a - docs/demos.md v2_locations: - demos.md - addition_method: manual ? https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management-to-deploy-on-multiple-clusters -: content_hash: 9648c76d037ddfdda0ec3e46dd9f8b23db91ca31b997a77dedbec1d43673aae9 +: addition_method: manual + content_hash: 9648c76d037ddfdda0ec3e46dd9f8b23db91ca31b997a77dedbec1d43673aae9 health_score: 100.0 last_checked: 1779130495.011162 needs_ai_refresh: true @@ -279260,8 +290352,8 @@ https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-a - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/global-load-balancer-approaches: + addition_method: manual content_hash: c1d3e071b476966e3264fa9c6428c4c8eff189c00fb33d60bb03c9e5a686fd12 health_score: 100.0 last_checked: 1779130495.019415 @@ -279273,8 +290365,8 @@ https://www.redhat.com/en/blog/global-load-balancer-approaches: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.redhat.com/en/blog/global-load-balancer-for-openshift-clusters-an-operator-based-approach: + addition_method: manual content_hash: 06901f5e5fb9a8c3190d75234880fd5139fad691a113442cb742376554cf8c01 health_score: 100.0 last_checked: 1779130494.951753 @@ -279286,8 +290378,8 @@ https://www.redhat.com/en/blog/global-load-balancer-for-openshift-clusters-an-op - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/grpc-or-http/2-ingress-connectivity-in-openshift: + addition_method: manual content_hash: db7e66256070b1ecafe7b7fc9ec10c09d6f09321e705b55cd24221c1e95e142e health_score: 100.0 last_checked: 1779130495.03218 @@ -279299,8 +290391,8 @@ https://www.redhat.com/en/blog/grpc-or-http/2-ingress-connectivity-in-openshift: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.redhat.com/en/blog/guide-to-installing-an-okd-4-4-cluster-on-your-home-lab: + addition_method: manual content_hash: 11fb2f1749c46250ad9d41599411f622cb98d03a6a6eab9c015af7e57a47ae40 health_score: 100.0 last_checked: 1779130494.979561 @@ -279312,8 +290404,8 @@ https://www.redhat.com/en/blog/guide-to-installing-an-okd-4-4-cluster-on-your-ho - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/guide-to-openshift-pipelines-part-1-introducing-openshift-pipelines: + addition_method: manual content_hash: 248f3e7698417943d4c1736fb8ec807d946056d2601177a063c2a96a400f1f06 health_score: 100.0 last_checked: 1779130494.972957 @@ -279325,8 +290417,8 @@ https://www.redhat.com/en/blog/guide-to-openshift-pipelines-part-1-introducing-o - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/history-and-future-openjdk: + addition_method: manual content_hash: 86a838eb20634af4663d4713ebf7cd20b3ba1bded6edc9cd002f504e4e9030f5 description: '' health_score: 100.0 @@ -279342,16 +290434,16 @@ https://www.redhat.com/en/blog/history-and-future-openjdk: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/how-full-is-my-cluster-part-5-a-capacity-management-dashboard: + addition_method: manual last_checked: 1779388553.106697 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - ocp3.md - addition_method: manual https://www.redhat.com/en/blog/how-gather-and-display-metrics-red-hat-openshift: + addition_method: manual content_hash: d23d24b47cf8087b73e7334472f286587158b7416f9665b5c4b836c0204677e7 description: '' health_score: 100.0 @@ -279368,8 +290460,8 @@ https://www.redhat.com/en/blog/how-gather-and-display-metrics-red-hat-openshift: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/how-start-ansible: + addition_method: manual content_hash: ffa92bc3cc5ef4f7d171f23cc2c7787503d9f6d40e8b60e3deda0f36bb16ed3b health_score: 100.0 last_checked: 1779130494.940415 @@ -279381,9 +290473,9 @@ https://www.redhat.com/en/blog/how-start-ansible: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual ? https://www.redhat.com/en/blog/how-to-build-a-disconnected-openshift-cluster-with-mirror-registries-on-rhel-coreos-using-podman-and-systemd -: content_hash: 0c5dc49f14f6b1f9bcdbc54f6a2037b5e6d27c1a89d888ddf2755ab0699d12d2 +: addition_method: manual + content_hash: 0c5dc49f14f6b1f9bcdbc54f6a2037b5e6d27c1a89d888ddf2755ab0699d12d2 health_score: 100.0 last_checked: 1779130494.970724 needs_ai_refresh: true @@ -279394,8 +290486,8 @@ https://www.redhat.com/en/blog/how-start-ansible: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/how-to-enable-static-egress-ip-in-ocp: + addition_method: manual content_hash: 29066bcde2ca79161ca546b9ad14ee329c2bf63f9f8d1d7164f136df062d97e9 health_score: 100.0 last_checked: 1779130494.92896 @@ -279407,8 +290499,8 @@ https://www.redhat.com/en/blog/how-to-enable-static-egress-ip-in-ocp: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/blog/how-to-modernize-virtualized-workloads: + addition_method: manual content_hash: 7ab68efe2e3bf75dcc23d6aa33004d4f72af6a5bb3aa2bfc2efc0bb4010dec97 health_score: 100.0 last_checked: 1779130495.001234 @@ -279420,8 +290512,8 @@ https://www.redhat.com/en/blog/how-to-modernize-virtualized-workloads: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.redhat.com/en/blog/how-to-monitoring-openshift-4.x-with-zabbix-using-prometheus-part-2: + addition_method: manual content_hash: c4c53ea401b26a1dcdf38dc212f18440a3d68f6bb51e46753435b1d7bf028032 health_score: 100.0 last_checked: 1779130494.960288 @@ -279432,9 +290524,9 @@ https://www.redhat.com/en/blog/how-to-monitoring-openshift-4.x-with-zabbix-using - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual ? https://www.redhat.com/en/blog/how-to-observe-your-clusters-with-red-hat-advanced-cluster-management-customize-the-grafana-dashboard -: content_hash: 8b4711623b57089fc237bf9128c4e6a6c9872a958b4950015700156e03c6ff0c +: addition_method: manual + content_hash: 8b4711623b57089fc237bf9128c4e6a6c9872a958b4950015700156e03c6ff0c health_score: 100.0 last_checked: 1779130495.00099 needs_ai_refresh: true @@ -279445,8 +290537,8 @@ https://www.redhat.com/en/blog/how-to-monitoring-openshift-4.x-with-zabbix-using - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/how-to-offer-service-running-on-openshift-on-aws-to-other-aws-vpcs-privately: + addition_method: manual content_hash: f111c5d5b3846fb16360aeab060b5f7c52e7b0c9bb31a352f183ba1d05a0e939 health_score: 100.0 last_checked: 1779130495.018066 @@ -279458,8 +290550,8 @@ https://www.redhat.com/en/blog/how-to-offer-service-running-on-openshift-on-aws- - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/how-to-orchestrate-data-pipelines-with-applications-deployed-on-openshift: + addition_method: manual ai_summary: Demonstrates deployment patterns for co-locating high-throughput data processing pipelines (Argo, Apache Spark, Strimzi) directly alongside backend application microservices inside Red Hat OpenShift clusters. @@ -279481,8 +290573,8 @@ https://www.redhat.com/en/blog/how-to-orchestrate-data-pipelines-with-applicatio v2_locations: - message-queue.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/how-to-use-argocd-deployments-with-github-tokens: + addition_method: manual ai_summary: Presents security best practices for token management between GitHub and Argo CD deployments, ensuring repository integrations minimize vector attacks. complexity: Intermediate @@ -279503,8 +290595,8 @@ https://www.redhat.com/en/blog/how-to-use-argocd-deployments-with-github-tokens: v2_locations: - argo.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/how-to-use-hashicorp-vault-and-argo-cd-for-gitops-on-openshift: + addition_method: manual content_hash: 0aab51dba7c57b98b691d82e831a80ee74fadda94b3df8940bca99d00fa94127 health_score: 100.0 last_checked: 1779130494.931553 @@ -279516,8 +290608,8 @@ https://www.redhat.com/en/blog/how-to-use-hashicorp-vault-and-argo-cd-for-gitops - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/hybrid-cloud-management-tools: + addition_method: manual content_hash: ef99cce55c39e9ee42f82849dfd4b652925d3b77a653e82d6c37b70ac6c4734f health_score: 100.0 last_checked: 1779130494.979118 @@ -279529,8 +290621,8 @@ https://www.redhat.com/en/blog/hybrid-cloud-management-tools: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.redhat.com/en/blog/ibm-and-red-hat-bring-openshift-to-ibm-z-and-linuxone: + addition_method: manual content_hash: 2e63182c0161091401726da6ce71d0b4fc1dcc1c11f50feb02789420ce2efb19 health_score: 100.0 last_checked: 1779130494.998476 @@ -279542,8 +290634,8 @@ https://www.redhat.com/en/blog/ibm-and-red-hat-bring-openshift-to-ibm-z-and-linu - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://www.redhat.com/en/blog/illustrated-guide-gitops: + addition_method: manual content_hash: d5d7f8c317a27247769f8aaaf6eaa684cb1a6c528210319dadbec9552754a325 health_score: 100.0 last_checked: 1779130494.920983 @@ -279555,8 +290647,8 @@ https://www.redhat.com/en/blog/illustrated-guide-gitops: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://www.redhat.com/en/blog/improved-tooling-and-best-practices-to-help-you-migrate-to-openshift-4: + addition_method: manual content_hash: 4f0bcabfb652d818008f17fbe9587849d17192c1c0c1f32702e526bae1affe5b health_score: 100.0 last_checked: 1779130494.966677 @@ -279568,8 +290660,8 @@ https://www.redhat.com/en/blog/improved-tooling-and-best-practices-to-help-you-m - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/improving-jenkins-performance-on-openshift-part-2: + addition_method: manual ai_summary: Focuses on maximizing execution speed, tuning garbage collection, allocating resource requests and limits, and resolving scaling bottlenecks in OpenShift Jenkins deployments. Offers proven optimization recipes for larger scale organizations. @@ -279590,8 +290682,8 @@ https://www.redhat.com/en/blog/improving-jenkins-performance-on-openshift-part-2 v2_locations: - openshift-pipelines.md year: '2018' - addition_method: manual https://www.redhat.com/en/blog/install-ansible-way: + addition_method: manual content_hash: 43cec45cf103c38c9dd4dec748a88a6ba0b435171ffa908d7edf8355f464f5b2 health_score: 100.0 last_checked: 1779130494.964373 @@ -279603,8 +290695,8 @@ https://www.redhat.com/en/blog/install-ansible-way: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/installing-ocp-in-a-mainframe-z-series: + addition_method: manual content_hash: 142f92b15064775ead909d695abddb435e834813d8dc92c949c4c3a6d771cd70 health_score: 100.0 last_checked: 1779130494.958655 @@ -279616,8 +290708,8 @@ https://www.redhat.com/en/blog/installing-ocp-in-a-mainframe-z-series: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://www.redhat.com/en/blog/installing-okd-3-10-on-a-single-host: + addition_method: manual content_hash: 04ff896fe6dfb7e3a65b14ee50c66195c29d9cfe1476f257fd9c9be7f2e003c7 health_score: 100.0 last_checked: 1779130495.003158 @@ -279629,8 +290721,8 @@ https://www.redhat.com/en/blog/installing-okd-3-10-on-a-single-host: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/blog/introducing-kube-burner-a-tool-to-burn-down-kubernetes-and-openshift: + addition_method: manual content_hash: db06a693720910366d4974cbe2f3e01739620a99dcd7fb6c075668e9f827a49a health_score: 100.0 last_checked: 1779130494.950417 @@ -279642,16 +290734,16 @@ https://www.redhat.com/en/blog/introducing-kube-burner-a-tool-to-burn-down-kuber - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://www.redhat.com/en/blog/introducing-nginx-and-nginx-plus-routers-for-openshift: + addition_method: manual content_hash: 79126b3d65504d4003f2efd8e441b66f329d31d5eb886f342dab1c6c5a80a329 health_score: 100.0 last_checked: 1779130494.976551 needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://www.redhat.com/en/blog/introducing-openshift-service-mesh-2.0: + addition_method: manual content_hash: 36097aa6944647287b3de0e78a4dbb9a4bddeb47a2f04e52e2ff098afb199ba3 health_score: 100.0 last_checked: 1779130494.937238 @@ -279663,16 +290755,16 @@ https://www.redhat.com/en/blog/introducing-openshift-service-mesh-2.0: - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://www.redhat.com/en/blog/introducing-operator-framework-building-apps-kubernetes: + addition_method: manual content_hash: 138534bbdb86504d29b6148d1b402a989d9db450b779b02309c5df3a466d4bbc health_score: 100.0 last_checked: 1779031094.306744 needs_ai_refresh: true v1_locations: - docs/ocp4.md - addition_method: manual https://www.redhat.com/en/blog/introducing-red-hat-openshift-4: + addition_method: manual content_hash: 8cc4c7103c94b6659987a03a420f81c660a4bf5658e13e2e10556e246ec07305 health_score: 100.0 last_checked: 1779130495.027526 @@ -279684,8 +290776,8 @@ https://www.redhat.com/en/blog/introducing-red-hat-openshift-4: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/introducing-red-hat-openshift-4-3-to-enhance-kubernetes-security: + addition_method: manual content_hash: 42d5856ae520c19de723bad53e949113c394e805944fc2bef0c47ecb4208f661 health_score: 100.0 last_checked: 1779130494.991277 @@ -279697,8 +290789,8 @@ https://www.redhat.com/en/blog/introducing-red-hat-openshift-4-3-to-enhance-kube - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/introducing-red-hat-openshift-data-science: + addition_method: manual content_hash: acabce1139efab7a1d40d82111cbfc5383710e209a2638b364a855c234918065 description: '' health_score: 100.0 @@ -279714,8 +290806,8 @@ https://www.redhat.com/en/blog/introducing-red-hat-openshift-data-science: v2_locations: - mlops.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/introducing-red-hat-openshift-service-on-aws: + addition_method: manual content_hash: 853d7b6db8189e9584d648abd66591ad3d0b36882d482216e3558bf03c4c5304 health_score: 100.0 last_checked: 1779130494.980455 @@ -279727,8 +290819,8 @@ https://www.redhat.com/en/blog/introducing-red-hat-openshift-service-on-aws: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/blog/introducing-red-hat-quay: + addition_method: manual content_hash: 29957dc030561d8ce7148bc5c6466c28bc041092973b5b1590dadc9009e8c61b health_score: 100.0 last_checked: 1779130495.006493 @@ -279740,8 +290832,8 @@ https://www.redhat.com/en/blog/introducing-red-hat-quay: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/introducing-red-hat-quay-3-registry-your-linux-and-windows-containers: + addition_method: manual ai_summary: Official release documentation for Red Hat Quay 3.0. It highlights architectural additions including Windows Container support, a revamped UI, and improved multi-tenant namespace management. @@ -279768,8 +290860,8 @@ https://www.redhat.com/en/blog/introducing-red-hat-quay-3-registry-your-linux-an v2_locations: - registries.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/introducing-red-hat-universal-base-image: + addition_method: manual content_hash: 7f1ab4e90acf5f178c08c0c10e2eecc4a65b7160ce8e748326d77d3f9ff8e2a5 description: '' health_score: 100.0 @@ -279785,8 +290877,8 @@ https://www.redhat.com/en/blog/introducing-red-hat-universal-base-image: v2_locations: - container-managers.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/introducing-red-hat-vulnerability-scanner-certification: + addition_method: manual ai_summary: Introduces Red Hat's framework for validating enterprise vulnerability scanner engines. Ensures that security scanning software integrated into Red Hat ecosystems generates consistent, verified data with low rates of false-positives. @@ -279813,8 +290905,8 @@ https://www.redhat.com/en/blog/introducing-red-hat-vulnerability-scanner-certifi v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/introducing-the-quarkus-helm-chart: + addition_method: manual ai_summary: A Red Hat announcement showcasing the specialized Helm chart for Quarkus Java microservices. It explores how this chart streamlines the build-to-deploy pipeline, highlighting native compilation support for Kubernetes targets. @@ -279835,8 +290927,8 @@ https://www.redhat.com/en/blog/introducing-the-quarkus-helm-chart: v2_locations: - helm.md year: '2022' - addition_method: manual https://www.redhat.com/en/blog/introduction-rhel-system-roles: + addition_method: manual content_hash: 68e19d76021dd6eb8df7c2f51baf01761c66156e3ef11f625dbf52dd29fdb8a0 description: '' health_score: 100.0 @@ -279852,8 +290944,8 @@ https://www.redhat.com/en/blog/introduction-rhel-system-roles: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/introduction-to-kraken-a-chaos-tool-for-openshift/kubernetes: + addition_method: manual content_hash: 7018c5332195578bf56cf785b8ace239889b340b89176442d2c149b54cc0c71f health_score: 100.0 last_checked: 1779130494.960087 @@ -279865,8 +290957,8 @@ https://www.redhat.com/en/blog/introduction-to-kraken-a-chaos-tool-for-openshift - docs/chaos-engineering.md v2_locations: - chaos-engineering.md - addition_method: manual https://www.redhat.com/en/blog/is-your-operator-air-gap-friendly: + addition_method: manual content_hash: 787314ccc2af95d859c7700710565f665564c411f13aaa35a0238f08c8cc72e1 health_score: 100.0 last_checked: 1779130495.02932 @@ -279878,8 +290970,8 @@ https://www.redhat.com/en/blog/is-your-operator-air-gap-friendly: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://www.redhat.com/en/blog/it-automation-book: + addition_method: manual content_hash: 622dd388d4e4582ae72d6bc81e87ddf6776813dc72340dd673096152e451d40e health_score: 100.0 last_checked: 1779130494.995576 @@ -279891,8 +290983,8 @@ https://www.redhat.com/en/blog/it-automation-book: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://www.redhat.com/en/blog/it-automation-training: + addition_method: manual content_hash: 04db35124dc547562112dd220fe21947bbed9c5081636dcee9e9d54c0a927f73 health_score: 100.0 last_checked: 1779130495.007185 @@ -279904,8 +290996,8 @@ https://www.redhat.com/en/blog/it-automation-training: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://www.redhat.com/en/blog/jenkins-pipelines: + addition_method: manual ai_summary: 'Curator Insight: A high-level exploratory blog explaining the integration benefits of Jenkins Pipelines inside OpenShift namespaces. @@ -279928,9 +291020,9 @@ https://www.redhat.com/en/blog/jenkins-pipelines: v2_locations: - openshift-pipelines.md year: '2019' - addition_method: manual ? https://www.redhat.com/en/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature -: content_hash: e19d5e07cf6f21e2ad781c3ab342bb1fd5620c41a298451508820fb0756681cb +: addition_method: manual + content_hash: e19d5e07cf6f21e2ad781c3ab342bb1fd5620c41a298451508820fb0756681cb health_score: 100.0 last_checked: 1779130494.943702 needs_ai_refresh: true @@ -279941,8 +291033,8 @@ https://www.redhat.com/en/blog/jenkins-pipelines: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebuilds: + addition_method: manual ai_summary: An engineering deep-dive into configuring automatic application rebuilds in Red Hat OpenShift. It describes the design patterns where security patches in base container images trigger CI/CD builds for downstream workloads. @@ -279964,8 +291056,8 @@ https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebu - ocp4.md - registries.md year: '2020' - addition_method: manual https://www.redhat.com/en/blog/kubernetes-1.21-grows-innovative-new-features: + addition_method: manual content_hash: 0d6e5144d14a18af08ddb450e27f5190f696fe9bc9d389bce7cebe8bd5a531c0 health_score: 100.0 last_checked: 1779130494.999547 @@ -279977,8 +291069,8 @@ https://www.redhat.com/en/blog/kubernetes-1.21-grows-innovative-new-features: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.redhat.com/en/blog/kubernetes-basics-sysadmins: + addition_method: manual content_hash: 854b96011d6697d9738798510fb8cdcde6ea62f8af5522a55fad4d3230d3228b health_score: 100.0 last_checked: 1779130495.00578 @@ -279990,8 +291082,8 @@ https://www.redhat.com/en/blog/kubernetes-basics-sysadmins: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/kubernetes-cluster-laptop: + addition_method: manual content_hash: be4fe20dfb57d91faf57ffc02fb950104e68de7a20fc3f4390e8f5926e0e4aba health_score: 100.0 last_checked: 1779130495.00522 @@ -280003,8 +291095,8 @@ https://www.redhat.com/en/blog/kubernetes-cluster-laptop: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/kubernetes-components: + addition_method: manual content_hash: a5a9f27744cb27ef231f4baa358a19c2a4f017b1067d37482215621d3df5e6d0 health_score: 100.0 last_checked: 1779130494.994496 @@ -280016,8 +291108,8 @@ https://www.redhat.com/en/blog/kubernetes-components: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/kubernetes-hierarchical-namespaces: + addition_method: manual content_hash: 87339c19cae3d6f169cd43a84e1b09bf99a31ff5ef85b33ab9e470e2e2fdb433 health_score: 100.0 last_checked: 1779130494.958183 @@ -280029,8 +291121,8 @@ https://www.redhat.com/en/blog/kubernetes-hierarchical-namespaces: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/kubernetes-ingress-vs-openshift-route: + addition_method: manual content_hash: 297385c9e1b256ae891332f63cd0842e84a97373a97bf4f86ce6083169bcda72 health_score: 100.0 last_checked: 1779130494.978957 @@ -280042,8 +291134,8 @@ https://www.redhat.com/en/blog/kubernetes-ingress-vs-openshift-route: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/blog/kubernetes-is-removing-docker-support-kubernetes-is-not-removing-docker-support: + addition_method: manual content_hash: 4fa61df1c21e7a08e73a098cf22d465dcfaa019a7174e86a61e65c5b185bfb72 health_score: 100.0 last_checked: 1779130494.934902 @@ -280055,8 +291147,8 @@ https://www.redhat.com/en/blog/kubernetes-is-removing-docker-support-kubernetes- - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.redhat.com/en/blog/kubernetes-meets-event-driven-ansible: + addition_method: manual content_hash: 3c6285a5c60757cf2e0412cb65839975b5c3e001a577ad25aaebe7e0f05ac3dc health_score: 100.0 last_checked: 1779130494.922436 @@ -280068,8 +291160,8 @@ https://www.redhat.com/en/blog/kubernetes-meets-event-driven-ansible: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/kubernetes-pods-life: + addition_method: manual content_hash: eb120476a7d430eaa008e197cd30a5bed86b288d8e90453953eb1ffbf9602797 health_score: 100.0 last_checked: 1779130494.975067 @@ -280081,8 +291173,8 @@ https://www.redhat.com/en/blog/kubernetes-pods-life: - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual https://www.redhat.com/en/blog/kubespray-deploy-kubernetes: + addition_method: manual ai_summary: An introductory conceptual article published on Red Hat's blog explaining how Kubespray leverages Ansible to deploy and manage cluster lifecycles. Discusses deployment target flexibility and explains why it serves as a powerful alternative @@ -280104,8 +291196,8 @@ https://www.redhat.com/en/blog/kubespray-deploy-kubernetes: v2_locations: - kubernetes-on-premise.md year: '2020' - addition_method: manual https://www.redhat.com/en/blog/lets-monitor-edge-computing-networks-rhel: + addition_method: manual content_hash: 6c8e6767b713546477c21ae1c399494ac25368a5b7730745af6ae91f62e77d38 description: '' health_score: 100.0 @@ -280121,8 +291213,8 @@ https://www.redhat.com/en/blog/lets-monitor-edge-computing-networks-rhel: v2_locations: - edge-computing.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/leveraging-the-crunchy-postgresql: + addition_method: manual content_hash: 44d9dc5b0c4bee3e15fb9dd93917cdd67301b52385fc2c4c0eb8159abba97ca7 health_score: 100.0 last_checked: 1779130495.004924 @@ -280134,8 +291226,8 @@ https://www.redhat.com/en/blog/leveraging-the-crunchy-postgresql: - docs/crunchydata.md v2_locations: - crunchydata.md - addition_method: manual https://www.redhat.com/en/blog/linux-commands-manage-groups: + addition_method: manual ai_summary: Curator Insight outlines essential CLI group administration methods. Live Grounding reinforces that secure host configurations require rigid, automated RBAC configurations, which depend heavily on programmatic group boundaries. Critical @@ -280158,8 +291250,8 @@ https://www.redhat.com/en/blog/linux-commands-manage-groups: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/linux-pid-namespaces: + addition_method: manual ai_summary: An elegant, system-level explanation of PID namespaces from Red Hat engineers. Demonstrates how host process identifiers map down into isolated container layers, establishing safe sandbox boundaries. @@ -280181,8 +291273,8 @@ https://www.redhat.com/en/blog/linux-pid-namespaces: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/linux-security-usability: + addition_method: manual ai_summary: Discusses balancing secure Linux kernel configurations with everyday developer usability. Explores SELinux execution modes, capabilities manipulation, and baseline security standards applicable to Kubernetes node hosts. @@ -280203,8 +291295,8 @@ https://www.redhat.com/en/blog/linux-security-usability: v2_locations: - devsecops.md year: '2020' - addition_method: manual https://www.redhat.com/en/blog/log4shell-practical-mitigations-and-impact-analysis: + addition_method: manual ai_summary: An extensive Red Hat guide analyzing the architecture of Log4Shell exploits. Details mitigations within Red Hat Enterprise Linux and OpenShift environments, focusing on JVM parameter adjustments and runtime security filters. @@ -280226,8 +291318,8 @@ https://www.redhat.com/en/blog/log4shell-practical-mitigations-and-impact-analys v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/managed-kubernetes-architects: + addition_method: manual ai_summary: Strategic overview from Red Hat outlining what technical architects must consider regarding portability, vendor lock-in, and operational boundaries when adopting cloud-managed Kubernetes. @@ -280248,8 +291340,8 @@ https://www.redhat.com/en/blog/managed-kubernetes-architects: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/meet-single-node-openshift-our-smallest-openshift-footprint-edge-architectures: + addition_method: manual content_hash: 1f3cc597a6fcb914e8f80c2dcfddcccb64b4a19ba4acb63c609e8ed233599ba7 description: '' health_score: 100.0 @@ -280266,8 +291358,8 @@ https://www.redhat.com/en/blog/meet-single-node-openshift-our-smallest-openshift v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/metrics-driven-pod-constraints: + addition_method: manual content_hash: 75a0a90185f7583719d53c9b5caa529ef85d89ecc0cb54fd5d61dab6d2faeb4e health_score: 100.0 last_checked: 1779130495.011034 @@ -280279,8 +291371,8 @@ https://www.redhat.com/en/blog/metrics-driven-pod-constraints: - docs/grafana.md v2_locations: - grafana.md - addition_method: manual https://www.redhat.com/en/blog/metro-area-openshift-stretch-cluster-how-to-survive-an-outage-and-live-to-tell-about-it: + addition_method: manual content_hash: 446ed38bb66e658899a1dd98cc87aa16f5312296ce5ce5dc35256d137cdf6d11 health_score: 100.0 last_checked: 1779130494.940558 @@ -280292,8 +291384,8 @@ https://www.redhat.com/en/blog/metro-area-openshift-stretch-cluster-how-to-survi - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual https://www.redhat.com/en/blog/migrating-your-applications-to-openshift-4: + addition_method: manual content_hash: c51449f797c95747a35a84a94a46d643e9e4f261a22ef7e3b4b94c4db76f380e health_score: 100.0 last_checked: 1779130494.970908 @@ -280305,8 +291397,8 @@ https://www.redhat.com/en/blog/migrating-your-applications-to-openshift-4: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/modern-application-development-with-kong-konnect-enterprise-and-red-hat-openshift: + addition_method: manual content_hash: 36ad9128b44c74b05c4e0f061f5d0ac193ac8abfdefcb6a9c930e68c2e0461ec health_score: 100.0 last_checked: 1779130495.014253 @@ -280318,8 +291410,8 @@ https://www.redhat.com/en/blog/modern-application-development-with-kong-konnect- - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://www.redhat.com/en/blog/monitoring-apache-airflow-using-prometheus: + addition_method: manual ai_summary: A technical tutorial on integrating Apache Airflow orchestration endpoints with Prometheus. Illustrates how to pull scheduler workloads, active runner pools, and pipeline errors into centralized monitoring systems. @@ -280347,8 +291439,8 @@ https://www.redhat.com/en/blog/monitoring-apache-airflow-using-prometheus: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator: + addition_method: manual content_hash: c70063ca56fec88bcc830b0ba823dfddf8c39274726713c4903c78cdd12d225d health_score: 100.0 last_checked: 1779130494.968478 @@ -280359,8 +291451,8 @@ https://www.redhat.com/en/blog/monitoring-infrastructure-openshift-4.x-using-zab - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh: + addition_method: manual content_hash: 1cdc8f41f808665b2cc0c64be2dd64a666c6483e6f187430297690d0d3fb7afa health_score: 100.0 last_checked: 1779130494.972261 @@ -280372,9 +291464,9 @@ https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-serv - docs/demos.md v2_locations: - demos.md - addition_method: manual ? https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh-part-2-collecting-standard-metrics-3 -: ai_summary: An SRE guide on collecting service mesh metrics within OpenShift, showing +: addition_method: manual + ai_summary: An SRE guide on collecting service mesh metrics within OpenShift, showing how to capture telemetry signals across complex distributed setups. complexity: Advanced description: '' @@ -280394,8 +291486,8 @@ https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-serv v2_locations: - istio.md year: '2020' - addition_method: manual https://www.redhat.com/en/blog/mssql-linux-easy: + addition_method: manual content_hash: 76f27cfd2ea50ea32c2dfc14d1ee85d4964842f2de909fb79c15e25d8cc99834 health_score: 100.0 last_checked: 1779130494.941315 @@ -280407,8 +291499,8 @@ https://www.redhat.com/en/blog/mssql-linux-easy: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/multi-cluster-kubernetes-architecture: + addition_method: manual content_hash: c7ac5bdcdbfe657b808ea09e467bd8e14cc0c92fa37aa53703df913df23229a7 health_score: 100.0 last_checked: 1779130495.006537 @@ -280420,8 +291512,8 @@ https://www.redhat.com/en/blog/multi-cluster-kubernetes-architecture: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/network-policies-controlling-cross-project-communication-on-openshift: + addition_method: manual content_hash: d2f0cdd8de000aca30383904f7c5823b50a12b201b2099d5eeb2b585f22bef4e health_score: 100.0 last_checked: 1779130494.985487 @@ -280433,8 +291525,8 @@ https://www.redhat.com/en/blog/network-policies-controlling-cross-project-commun - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.redhat.com/en/blog/network-traffic-control-containers-red-hat-openshift: + addition_method: manual content_hash: 3d6c68504a06f0f73eaf3d5d16a6c32098323e1d48654795dc6e11fdc87f698d description: '' health_score: 100.0 @@ -280453,15 +291545,15 @@ https://www.redhat.com/en/blog/network-traffic-control-containers-red-hat-opensh - ocp4.md - openshift.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/new-kubernetes-operatorhub-red-hat-openshift-enable-hybrid-cloud-flexibility-enterprises: + addition_method: manual content_hash: 69b4194669483e26685c43b980ec37f4e3c29c1db6c4b07f666d5afeea9da6e6 health_score: 100.0 last_checked: 1779033640.205424 v1_locations: - docs/ocp4.md - addition_method: manual https://www.redhat.com/en/blog/new-podman-secrets-command: + addition_method: manual content_hash: 6f691f380134d39a7bee41e04feb258309851ad6574ec83b436a03532a378f59 health_score: 100.0 last_checked: 1779130495.03182 @@ -280473,8 +291565,8 @@ https://www.redhat.com/en/blog/new-podman-secrets-command: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.redhat.com/en/blog/nmap-scripting-engine: + addition_method: manual ai_summary: Curator Insight introduces the advanced capabilities of the Nmap Scripting Engine (NSE) for automating network tests. Live Grounding highlights its continuous usage in automated vulnerability scanning pipelines to check infrastructure boundaries @@ -280497,9 +291589,9 @@ https://www.redhat.com/en/blog/nmap-scripting-engine: v2_locations: - linux.md year: '2021' - addition_method: manual ? https://www.redhat.com/en/blog/ocp-disaster-recovery-part-3-recovering-an-openshift-4-ipi-cluster-with-the-loss-of-two-master-nodes -: content_hash: efe7b9de17543660a6506f6472a92e7aaff963e305d3b61b7d1b3cf827324b08 +: addition_method: manual + content_hash: efe7b9de17543660a6506f6472a92e7aaff963e305d3b61b7d1b3cf827324b08 health_score: 100.0 last_checked: 1779130495.004744 needs_ai_refresh: true @@ -280510,8 +291602,8 @@ https://www.redhat.com/en/blog/nmap-scripting-engine: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/one-line-linux-commands: + addition_method: manual ai_summary: Curator Insight lists 20 high-value shell one-liners for quick system manipulation. Live Grounding reinforces that mastering shell pipeline compounding speeds up incident resolution times for support and infrastructure operations @@ -280533,8 +291625,8 @@ https://www.redhat.com/en/blog/one-line-linux-commands: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-quickstart: + addition_method: manual content_hash: ec3d6feb149176148bd89892f96b6cba46bf87dc9d4d96a2d8f548ab290854b7 health_score: 100.0 last_checked: 1779130494.938922 @@ -280545,8 +291637,8 @@ https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-quickstart: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-with-static-ips: + addition_method: manual content_hash: d589d0924a10453993d313aea6db059816b5a8922fdfe4b6f8df2d944c601056 health_score: 100.0 last_checked: 1779130494.979162 @@ -280558,8 +291650,8 @@ https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-with-static-ips: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/blog/openshift-4-image-builds: + addition_method: manual content_hash: 8ff8adcdc3560d876b53408299fe86821d7e40bbec61af60d85d7366b8f74c5a health_score: 100.0 last_checked: 1779130494.950403 @@ -280571,8 +291663,8 @@ https://www.redhat.com/en/blog/openshift-4-image-builds: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/openshift-4-migration: + addition_method: manual content_hash: 2a137b01f3ff6e12d6dfa78d86a0e1fc7189b9a3f49ba6a28aecce52dc486f8b health_score: 100.0 last_checked: 1779130494.962503 @@ -280584,8 +291676,8 @@ https://www.redhat.com/en/blog/openshift-4-migration: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/openshift-4.5-node-improvements: + addition_method: manual content_hash: 1662f45ea5d6fdf5534c1cd0e99de067f4f65624399ec8e57a7a0474ab2eb437 health_score: 100.0 last_checked: 1779130495.019958 @@ -280597,8 +291689,8 @@ https://www.redhat.com/en/blog/openshift-4.5-node-improvements: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/openshift-and-network-security-zones-coexistence-approaches: + addition_method: manual content_hash: bcad78df2b2324923d5182ab470b0865f03975e526e2ed25c601f1881088e4f4 health_score: 100.0 last_checked: 1779130495.026444 @@ -280612,8 +291704,8 @@ https://www.redhat.com/en/blog/openshift-and-network-security-zones-coexistence- v2_locations: - ocp4.md - openshift.md - addition_method: manual https://www.redhat.com/en/blog/openshift-architectures-for-the-edge-with-openshift-4.6: + addition_method: manual content_hash: 2326adf17b24e059375b40447a3abb5509cd1e0fd797077da5fa6fc36888d02a health_score: 100.0 last_checked: 1779130495.024958 @@ -280625,8 +291717,8 @@ https://www.redhat.com/en/blog/openshift-architectures-for-the-edge-with-openshi - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/openshift-authentication-integration-with-argocd: + addition_method: manual ai_summary: Highlights secure integration of OpenShift OAuth mechanisms with Argo CD. Allows platform engineers to enforce central enterprise identities and granular RBAC profiles directly on the gitops console. @@ -280648,9 +291740,9 @@ https://www.redhat.com/en/blog/openshift-authentication-integration-with-argocd: v2_locations: - argo.md year: '2021' - addition_method: manual ? https://www.redhat.com/en/blog/openshift-commons-briefing-database-disaster-recovery-made-easy-with-annette-clewett-red-hat-and-andrew-lecuyer-crunchy-data -: content_hash: 104ff782e86e8ad5a22fb5590d2384cc6a6319c2f3e607270e1b23984a8be4f5 +: addition_method: manual + content_hash: 104ff782e86e8ad5a22fb5590d2384cc6a6319c2f3e607270e1b23984a8be4f5 health_score: 100.0 last_checked: 1779130494.979773 needs_ai_refresh: true @@ -280661,8 +291753,8 @@ https://www.redhat.com/en/blog/openshift-authentication-integration-with-argocd: - docs/databases.md v2_locations: - databases.md - addition_method: manual https://www.redhat.com/en/blog/openshift-databases-and-you-when-to-put-containerized-database-workloads-on-openshift: + addition_method: manual content_hash: 406d02ede1661af9fd533360c6cfcb08f3feed8dbac2e88e611b7b3d16ffcc78 health_score: 100.0 last_checked: 1779130494.95015 @@ -280674,8 +291766,8 @@ https://www.redhat.com/en/blog/openshift-databases-and-you-when-to-put-container - docs/databases.md v2_locations: - databases.md - addition_method: manual https://www.redhat.com/en/blog/openshift-ecosystem-api-management-on-red-hat-openshift-with-3scale: + addition_method: manual content_hash: feadf4c88633560a6002d0ef3baa386d3c6d86b9ac9921c81302c4cd7e08c6df health_score: 100.0 last_checked: 1779130494.999177 @@ -280687,8 +291779,8 @@ https://www.redhat.com/en/blog/openshift-ecosystem-api-management-on-red-hat-ope - docs/developerportals.md v2_locations: - developerportals.md - addition_method: manual https://www.redhat.com/en/blog/openshift-end-to-end-cluster-customization: + addition_method: manual content_hash: 2e165d3819d280f95378d4adf2b105b8312bb2914ea7f9ec887db082d185bc20 health_score: 100.0 last_checked: 1779130494.980613 @@ -280701,8 +291793,8 @@ https://www.redhat.com/en/blog/openshift-end-to-end-cluster-customization: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/openshift-end-to-end-core-services: + addition_method: manual content_hash: 316809a129c6020426d75cb7c148c113daceefba8f9509fc7910246abeda7204 health_score: 100.0 last_checked: 1779130494.998892 @@ -280714,8 +291806,8 @@ https://www.redhat.com/en/blog/openshift-end-to-end-core-services: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/openshift-end-to-end-plan-and-deploy: + addition_method: manual content_hash: ce9899904922e0054d6e0bdd1cedd8b09a2270559667cace8e520b96d732167b health_score: 100.0 last_checked: 1779130495.00774 @@ -280727,8 +291819,8 @@ https://www.redhat.com/en/blog/openshift-end-to-end-plan-and-deploy: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/openshift-on-arm-developer-preview-now-available-for-aws: + addition_method: manual content_hash: caa76e05bcf576296ee81d62c207190e7d9faa6d5dff5c7cd40bce2b4beab861 health_score: 100.0 last_checked: 1779130495.024107 @@ -280740,9 +291832,9 @@ https://www.redhat.com/en/blog/openshift-on-arm-developer-preview-now-available- - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual ? https://www.redhat.com/en/blog/openshift-pipelines-advanced-triggers-part-1-triggering-different-project-builds-in-the-same-repository -: ai_summary: 'Curator Insight: Deep-dive blog on designing advanced Tekton triggers +: addition_method: manual + ai_summary: 'Curator Insight: Deep-dive blog on designing advanced Tekton triggers for complex repository topologies. 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Promotes clear state-tracking, modular pipeline construction, and simplified debugging metrics. @@ -280801,8 +291893,8 @@ https://www.redhat.com/en/blog/openshift-pipelines-jenkins-blue-ocean: - demos.md - openshift-pipelines.md year: '2018' - addition_method: manual https://www.redhat.com/en/blog/openshift-sandboxed-containers-101: + addition_method: manual content_hash: 91a1bbbf8bf01b037af5c69d22b0c473f2dc4a2b43fb8ec9cba19c14ce83cb7c health_score: 100.0 last_checked: 1779130495.00898 @@ -280814,8 +291906,8 @@ https://www.redhat.com/en/blog/openshift-sandboxed-containers-101: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/openshift-sandboxed-containers-operator-from-zero-to-hero-the-hard-way: + addition_method: manual content_hash: f187630b97b633da6976a281d4780daceff4cf392232f519a1e563858fb3d248 health_score: 100.0 last_checked: 1779130495.013658 @@ -280827,8 +291919,8 @@ https://www.redhat.com/en/blog/openshift-sandboxed-containers-operator-from-zero - 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java-and-java-performance-optimization.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/pid-namespace: + addition_method: manual content_hash: 21db07e434b7318a4148f1f760b6b71f431ea843d77c37ec0c6e641245ea17aa health_score: 100.0 last_checked: 1779130495.025563 @@ -280931,8 +292023,8 @@ https://www.redhat.com/en/blog/pid-namespace: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/podman-auto-updates-rollbacks: + addition_method: manual content_hash: 61f0cd58da88608c5216ecad001420273feebf23b56f8c6337c02f8298b1db6e health_score: 100.0 last_checked: 1779130494.977809 @@ -280944,8 +292036,8 @@ https://www.redhat.com/en/blog/podman-auto-updates-rollbacks: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.redhat.com/en/blog/podman-clients-macos-windows: + addition_method: manual content_hash: 0fa89d51fc905c71cb0a3b2ac6cc829df5f88ee8f175585fda1107b43e984285 health_score: 100.0 last_checked: 1779130494.964476 @@ -280957,8 +292049,8 @@ https://www.redhat.com/en/blog/podman-clients-macos-windows: - 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Double-Evidence: It explains functional scripting within @@ -281127,8 +292219,8 @@ https://www.redhat.com/en/blog/recursive-vim-macros: v2_locations: - linux.md year: '2023' - addition_method: manual https://www.redhat.com/en/blog/red-hat-automation-glossary: + addition_method: manual content_hash: fe614fca762dc76ebb6289cb7dfe7e29a17fd164c41f8abe0615acd6ae0c60a7 description: '' health_score: 100.0 @@ -281147,8 +292239,8 @@ https://www.redhat.com/en/blog/red-hat-automation-glossary: - index.md - introduction.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/red-hat-container-community-of-practice-operators: + addition_method: manual content_hash: 46d8b03917b3ba35a904440fca617035d968c2aba939bc49773c3187b14633c7 health_score: 100.0 last_checked: 1779130495.02649 @@ -281160,8 +292252,8 @@ https://www.redhat.com/en/blog/red-hat-container-community-of-practice-operators - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md - addition_method: manual https://www.redhat.com/en/blog/red-hat-drives-future-java-cloud-native-container-first-quarkus: + addition_method: manual content_hash: 7027464e831f7dc1a737cf07379181487ebc23c5626396e8d27631cfbc1fc6de description: '' health_score: 100.0 @@ -281178,8 +292270,8 @@ https://www.redhat.com/en/blog/red-hat-drives-future-java-cloud-native-container v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-container-registry: + addition_method: manual ai_summary: A historical press release from Red Hat explaining the architectural transition and open-sourcing of Project Quay, detailing its integration into standard enterprise container management stacks. @@ -281208,8 +292300,8 @@ https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-conta - registries.md - ocp4.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/red-hat-openshift-4.7-is-now-available: + addition_method: manual content_hash: b4858a689d0a2cd867a4bdb809bad2001b6153b4996b7737602f35db8997dc7f health_score: 100.0 last_checked: 1779130494.962124 @@ -281221,8 +292313,8 @@ https://www.redhat.com/en/blog/red-hat-openshift-4.7-is-now-available: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/red-hat-openshift-4.8-is-now-generally-available: + addition_method: manual content_hash: 7269c352d58bf0c99a42dae698b9920e7108f9adb53caf291abda3c6790cb80f health_score: 100.0 last_checked: 1779130494.972131 @@ -281234,8 +292326,8 @@ https://www.redhat.com/en/blog/red-hat-openshift-4.8-is-now-generally-available: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/red-hat-openshift-4.9-is-now-generally-available: + addition_method: manual content_hash: 15d2c36c4c9ca14fa38f539d887dc33366a2ba8c2f9de4a10db28a365e409496 health_score: 100.0 last_checked: 1779130494.987472 @@ -281247,8 +292339,8 @@ https://www.redhat.com/en/blog/red-hat-openshift-4.9-is-now-generally-available: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/red-hat-openshift-certification-extends-support-kubernetes-native-technologies-helm: + addition_method: manual ai_summary: Red Hat blog announcing extended, first-class Helm integration in OpenShift. Discusses Console-level management of Helm charts, ensuring enterprise-compliant application lifecycles. @@ -281276,8 +292368,8 @@ https://www.redhat.com/en/blog/red-hat-openshift-certification-extends-support-k v2_locations: - helm.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/red-hat-openshift-dedicated-price-reduction: + addition_method: manual content_hash: b0767e3785373b12dc805d44ed2c516783f3fb830476f4bdc9d123d136efb0d9 description: '' health_score: 100.0 @@ -281294,8 +292386,8 @@ https://www.redhat.com/en/blog/red-hat-openshift-dedicated-price-reduction: v2_locations: - openshift.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/red-hat-openshift-installation-process-experiences-on-ibm-z-linuxone: + addition_method: manual content_hash: b6eac4191a7fbf8c6a5b8d7fa9c3234e7f62007b53611e81901d02ec2dfe09ce health_score: 100.0 last_checked: 1779130494.939536 @@ -281307,8 +292399,8 @@ https://www.redhat.com/en/blog/red-hat-openshift-installation-process-experience - docs/ibm_cloud.md v2_locations: - ibm_cloud.md - addition_method: manual https://www.redhat.com/en/blog/red-hat-openshift-service-aws-hosted-control-planes-now-available: + addition_method: manual content_hash: 7613e2699246c6702800fe7f53fda43f7290b18d42dfe389cfcc9c62e10573fd description: '' health_score: 100.0 @@ -281325,8 +292417,8 @@ https://www.redhat.com/en/blog/red-hat-openshift-service-aws-hosted-control-plan v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/red-hat-openshift-service-mesh-is-now-available-what-you-should-know: + addition_method: manual ai_summary: Announces OpenShift Service Mesh, bringing together Istio, Kiali, and Jaeger to provide an integrated, preconfigured microservices security and monitoring workspace. @@ -281349,8 +292441,8 @@ https://www.redhat.com/en/blog/red-hat-openshift-service-mesh-is-now-available-w - ocp4.md - istio.md year: '2019' - addition_method: manual https://www.redhat.com/en/blog/redefining-possibilities-it-automation-across-your-ecosystem-red-hat-partners: + addition_method: manual content_hash: 68a7b655a90e409a985017b4041cc91acab99ae915b26f692fad9c2f0d63593e description: '' health_score: 100.0 @@ -281367,8 +292459,8 @@ https://www.redhat.com/en/blog/redefining-possibilities-it-automation-across-you v2_locations: - ansible.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/remote-debugging-java-applications-openshift: + addition_method: manual content_hash: 17d981e31616c3276004d270b259bb14b5844cb891db39213c30c8c28ecb692d health_score: 100.0 last_checked: 1779130494.947765 @@ -281380,8 +292472,8 @@ https://www.redhat.com/en/blog/remote-debugging-java-applications-openshift: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.redhat.com/en/blog/renewed-thrill-ansible: + addition_method: manual content_hash: 23af71f58036776570eee917bddc4c6b079c5c6ee189cebc3c0483054b1b18f9 health_score: 100.0 last_checked: 1779130494.95888 @@ -281393,8 +292485,8 @@ https://www.redhat.com/en/blog/renewed-thrill-ansible: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/replace-docker-podman-mac-revisited: + addition_method: manual content_hash: c3a52f03e9d961437a2f328ed52126fd3f6ac959ed28b89b0fdbf76acef28448 health_score: 100.0 last_checked: 1779130494.929934 @@ -281406,8 +292498,8 @@ https://www.redhat.com/en/blog/replace-docker-podman-mac-revisited: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.redhat.com/en/blog/replace-docker-podman-macos: + addition_method: manual content_hash: 69b0b1334bd0c403cdbb989ea44e025819ec6ff4d4cd55630ad1eb818e17b7c7 health_score: 100.0 last_checked: 1779130495.002555 @@ -281419,8 +292511,8 @@ https://www.redhat.com/en/blog/replace-docker-podman-macos: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.redhat.com/en/blog/reverse-proxy-ansible: + addition_method: manual content_hash: dc6c073214479ce5d3faf928970425dec2c97195a4e3a9d638604263efa67a62 health_score: 100.0 last_checked: 1779130495.015691 @@ -281432,16 +292524,16 @@ https://www.redhat.com/en/blog/reverse-proxy-ansible: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/rook-ceph-storage-operator-now-operatorhubio: + addition_method: manual content_hash: f26e971c1e658702a0fc51c28febae29ede437cc83642b86ba386e05e05c84be health_score: 100.0 last_checked: 1779032076.940276 v1_locations: - docs/kubernetes-storage.md - docs/ocp4.md - addition_method: manual https://www.redhat.com/en/blog/rootless-podman-nfs: + addition_method: manual content_hash: 27ac87de6f8c2aaafed780724af5e86cd24f4bbda5e5049e1f244be22d64d5f0 health_score: 100.0 last_checked: 1779130494.943979 @@ -281453,8 +292545,8 @@ https://www.redhat.com/en/blog/rootless-podman-nfs: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/sandboxed-containers-operator-from-zero-to-hero-the-hard-way-part-2: + addition_method: manual content_hash: 0282c326165a659b437baeabb3ea3312ce1c1f94f02521e9532cc0c738a55059 health_score: 100.0 last_checked: 1779130494.967241 @@ -281466,9 +292558,9 @@ https://www.redhat.com/en/blog/sandboxed-containers-operator-from-zero-to-hero-t - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual ? https://www.redhat.com/en/blog/scale-your-application-containers-on-red-hat-openshift-service-on-aws-rosa-clusters-using-amazon-efs-storage -: content_hash: 5761581bc99f359698c1c75c9203d74d17ed54d3562a0d4060324b025015fccb +: addition_method: manual + content_hash: 5761581bc99f359698c1c75c9203d74d17ed54d3562a0d4060324b025015fccb health_score: 100.0 last_checked: 1779130494.970154 status: online @@ -281478,8 +292570,8 @@ https://www.redhat.com/en/blog/sandboxed-containers-operator-from-zero-to-hero-t - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/scaling-java-containers: + addition_method: manual ai_summary: Explores container resource limit considerations for Java workloads. Details memory calculation adjustments (Heap vs Non-Heap) to prevent OOMKills. complexity: intermediate @@ -281499,8 +292591,8 @@ https://www.redhat.com/en/blog/scaling-java-containers: v2_locations: - java-and-java-performance-optimization.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/schema-registry: + addition_method: manual ai_summary: Analyzes the operational role of schema registries in maintaining system stability. Highlights how decoupled producers and consumers leverage registries for backward and forward schema compatibility, protecting distributed microservices @@ -281522,8 +292614,8 @@ https://www.redhat.com/en/blog/schema-registry: v2_locations: - message-queue.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/signing-and-verifying-container-images: + addition_method: manual ai_summary: Examines methodologies for cryptographic validation of container image signatures before registry dispatch. Focuses on using automated key management infrastructure to construct tamper-proof container pipelines within enterprise @@ -281545,8 +292637,8 @@ https://www.redhat.com/en/blog/signing-and-verifying-container-images: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift: + addition_method: manual content_hash: aa6eae8d1717e5a0f4ef9a749305cb97de2c9bc4be301cfedc41a8653a0f03a2 health_score: 100.0 last_checked: 1779130494.946375 @@ -281558,8 +292650,8 @@ https://www.redhat.com/en/blog/simple-canary-deployments-using-kubernetes-statef - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/simplifying-database-cloud-service-access: + addition_method: manual content_hash: f09d59a1b21ef94b31215f869a30e4a4bf4c398571e7f7057b1ec318d7f5c992 health_score: 100.0 last_checked: 1779130494.928875 @@ -281571,8 +292663,8 @@ https://www.redhat.com/en/blog/simplifying-database-cloud-service-access: - docs/databases.md v2_locations: - databases.md - addition_method: manual https://www.redhat.com/en/blog/simplifying-openshift-case-information-gathering-workflow-must-gather-operator: + addition_method: manual content_hash: 9b2dbcea5e54252e592bf2d5a6b4b0be54ad569dcb46012b2a60ebbbdc741c14 health_score: 100.0 last_checked: 1779130495.032244 @@ -281584,9 +292676,9 @@ https://www.redhat.com/en/blog/simplifying-openshift-case-information-gathering- - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual ? https://www.redhat.com/en/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform?sc_cid=7015Y000003t7aWQAQ -: ai_summary: Demonstrates how Ansible Playbooks natively resolve access tokens and +: addition_method: manual + ai_summary: Demonstrates how Ansible Playbooks natively resolve access tokens and host credentials dynamically from CyberArk Conjur Secrets Manager, preventing configuration leakage. complexity: Intermediate @@ -281607,8 +292699,8 @@ https://www.redhat.com/en/blog/simplifying-openshift-case-information-gathering- v2_locations: - devsecops.md year: '2022' - addition_method: manual https://www.redhat.com/en/blog/sizing-applications-in-kubernetes: + addition_method: manual content_hash: 2cb3b443aaa2831bf14719f5225df77ee71279d4d82c818a953cd92dbdcb2c77 health_score: 100.0 last_checked: 1779130494.9718 @@ -281620,8 +292712,8 @@ https://www.redhat.com/en/blog/sizing-applications-in-kubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/software-packages-ansible: + addition_method: manual content_hash: 5454a52b7dd422adb0f57e48b2e6ad43a54b630cecac792a482f68cdc9edae83 health_score: 100.0 last_checked: 1779130494.940857 @@ -281633,8 +292725,8 @@ https://www.redhat.com/en/blog/software-packages-ansible: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/sso-integration-for-the-openshift-gitops-operator: + addition_method: manual content_hash: 59bc13cd36077b423f2bfbc23004baaf5fe9188f49ae4bb148a54046c1398ce5 health_score: 100.0 last_checked: 1779130494.972653 @@ -281646,8 +292738,8 @@ https://www.redhat.com/en/blog/sso-integration-for-the-openshift-gitops-operator - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/start-learning-kubernetes: + addition_method: manual content_hash: e8fed618071d5d7a051e39bc1e42652f5987f3a49bcafa81275e03c9e4d6c670 health_score: 100.0 last_checked: 1779130494.983161 @@ -281659,8 +292751,8 @@ https://www.redhat.com/en/blog/start-learning-kubernetes: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/state-kubernetes-security: + addition_method: manual ai_summary: This Red Hat analysis outlines prevalent vulnerabilities, configuration errors, and runtime threats observed in enterprise container environments. Curator insight focuses on the dominance of misconfigurations as the primary cause of @@ -281689,8 +292781,8 @@ https://www.redhat.com/en/blog/state-kubernetes-security: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/state-of-openshift-container-storage-eran-tamir-and-duncan-hardie-red-hat: + addition_method: manual content_hash: 0cb954c021dae2c2b1807469afa06577ca6c907706ab08eb6d03d09ac7693a06 health_score: 100.0 last_checked: 1779130495.00544 @@ -281704,8 +292796,8 @@ https://www.redhat.com/en/blog/state-of-openshift-container-storage-eran-tamir-a v2_locations: - ocp4.md - kubernetes-storage.md - addition_method: manual https://www.redhat.com/en/blog/stateful-workloads-and-the-two-data-center-conundrum: + addition_method: manual content_hash: d218d55c7a654e34ca34d29e77ff682be24c471e60a0ef2cf3c20b5e3f4a2a30 health_score: 100.0 last_checked: 1779130494.937442 @@ -281717,8 +292809,8 @@ https://www.redhat.com/en/blog/stateful-workloads-and-the-two-data-center-conund - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual https://www.redhat.com/en/blog/strategies-for-moving-.net-workloads-to-openshift-container-platform: + addition_method: manual content_hash: fb8e5ed5363d5408ff594c76d1e15462a3b049e021e7275885ea9b9ceb174110 health_score: 100.0 last_checked: 1779130495.020681 @@ -281730,8 +292822,8 @@ https://www.redhat.com/en/blog/strategies-for-moving-.net-workloads-to-openshift - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/sysadmin-essentials-networking-basics: + addition_method: manual ai_summary: Introductory article outlining critical IP routing, DNS resolution, and interface configurations required for Linux system administration. Discusses core diagnostic tools including ip, nmcli, and local routing tables. @@ -281752,8 +292844,8 @@ https://www.redhat.com/en/blog/sysadmin-essentials-networking-basics: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/tackle-application-modernization: + addition_method: manual content_hash: 58ddef0d2f81f76eaad2b73e12337d0cea15a9acc7f4cbf69af0ea9957cd3a51 health_score: 100.0 last_checked: 1779130495.023802 @@ -281765,8 +292857,8 @@ https://www.redhat.com/en/blog/tackle-application-modernization: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://www.redhat.com/en/blog/tcpdump-part-one: + addition_method: manual ai_summary: A diagnostic guide to filtering options within tcpdump to capture specific network traffic. Details how to filter by host, port, protocol, and interface to troubleshoot networking issues efficiently. @@ -281787,8 +292879,8 @@ https://www.redhat.com/en/blog/tcpdump-part-one: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/tech-preview-get-visibility-into-your-openshift-costs-across-your-hybrid-infrastructure: + addition_method: manual content_hash: 9b82aa6438abb9af45cc5e2aaccc5fef128a3c83a6e7d3f92c53c1c6973ce4f2 health_score: 100.0 last_checked: 1779130494.98057 @@ -281800,8 +292892,8 @@ https://www.redhat.com/en/blog/tech-preview-get-visibility-into-your-openshift-c - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/the-hidden-dangers-of-terminating-namespaces: + addition_method: manual content_hash: 30a86dfa4a9c83831ecc7b471badf50b4afc8d0ebb7f08560f8b86cb6a9a6c5a health_score: 100.0 last_checked: 1779130494.973871 @@ -281813,8 +292905,8 @@ https://www.redhat.com/en/blog/the-hidden-dangers-of-terminating-namespaces: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/top-10-ansible-blogs-2022?sc_cid=7015Y000003t7aWQAQ: + addition_method: manual content_hash: 0233d83910bd391c9e155e84d9f7aa7064591b24bd7a6174d7813e56ef37fc7b health_score: 100.0 last_checked: 1779130494.928867 @@ -281826,14 +292918,14 @@ https://www.redhat.com/en/blog/top-10-ansible-blogs-2022?sc_cid=7015Y000003t7aWQ - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/top-10-most-used-open-practice-library-concepts: + addition_method: manual content_hash: 24fb881ee828db51375e68baa86dadb7005fa73e5aa85cef2c485113e31c6fda health_score: 100.0 last_checked: 1779031927.937366 v1_locations: [] - addition_method: manual https://www.redhat.com/en/blog/top-kubernetes-operators-advancing-across-the-operator-capability-model: + addition_method: manual content_hash: 993e2fa33896f5740e0146e0a62eb6d1cf8279c1fdcc18cd36090b1e7e536c01 health_score: 100.0 last_checked: 1779130494.991421 @@ -281845,8 +292937,8 @@ https://www.redhat.com/en/blog/top-kubernetes-operators-advancing-across-the-ope - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/top-open-source-kubernetes-security-tools-of-2021: + addition_method: manual ai_summary: A strategic overview of outstanding open-source Kubernetes protection mechanisms. Summarizes and contrasts the deployment use-cases for prominent systems focused on static verification, policy governance, and kernel monitoring. @@ -281868,8 +292960,8 @@ https://www.redhat.com/en/blog/top-open-source-kubernetes-security-tools-of-2021 - devsecops.md - kubernetes-security.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/topology-aware-scheduling-in-kubernetes-part-1-the-high-level-business-case: + addition_method: manual content_hash: baa58398dd81a48528ab8e6a434834f7756a4385f728a2209e526171027ddd07 health_score: 100.0 last_checked: 1779130494.929756 @@ -281881,16 +292973,16 @@ https://www.redhat.com/en/blog/topology-aware-scheduling-in-kubernetes-part-1-th - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/topology-awareness-in-kubernetes-part-2-dont-we-already-have-a-topology-manager: + addition_method: manual content_hash: 67573f3327fc67330d03721fba95d241a29ef7c41adf99cc5330860f895764b2 health_score: 100.0 last_checked: 1779130494.969296 needs_ai_refresh: true v1_locations: - docs/kubernetes.md - addition_method: manual https://www.redhat.com/en/blog/troubleshoot-ansible-playbooks: + addition_method: manual content_hash: cccc2f49c52111164215aeb7b6b745442ca88345edd5520e804e247ac01b2571 health_score: 100.0 last_checked: 1779130495.001604 @@ -281902,8 +292994,8 @@ https://www.redhat.com/en/blog/troubleshoot-ansible-playbooks: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/troubleshooting-openshift-network-performance-with-a-netperf-daemonset: + addition_method: manual content_hash: 772403cbe3285258ffa46fd40433223e42a1dac1b53530f5f3027f4408c31b81 health_score: 100.0 last_checked: 1779130494.981533 @@ -281915,8 +293007,8 @@ https://www.redhat.com/en/blog/troubleshooting-openshift-network-performance-wit - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/blog/understanding-gitops: + addition_method: manual content_hash: 7d1d2df13aa70d73d36e2f3275928efef0d2ae12efaf22a8669e394b93bc6c17 health_score: 100.0 last_checked: 1779130494.950211 @@ -281928,8 +293020,8 @@ https://www.redhat.com/en/blog/understanding-gitops: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://www.redhat.com/en/blog/understanding-service-accounts-sccs: + addition_method: manual content_hash: 9e2ffee4111cb1de8b710408611a969a05d7b7a2ea2f816181e6ea6dbf5c3619 health_score: 100.0 last_checked: 1779130494.958404 @@ -281941,8 +293033,8 @@ https://www.redhat.com/en/blog/understanding-service-accounts-sccs: - docs/crunchydata.md v2_locations: - crunchydata.md - addition_method: manual https://www.redhat.com/en/blog/understanding-yaml-ansible: + addition_method: manual ai_summary: Curator Insight provides deep-dive patterns for writing production-grade YAML configurations customized for Red Hat Ansible automation. Live Grounding integrates standard syntax validation pipelines, demonstrating the use of yamllint @@ -281966,8 +293058,8 @@ https://www.redhat.com/en/blog/understanding-yaml-ansible: v2_locations: - yaml.md year: '2020' - addition_method: manual https://www.redhat.com/en/blog/using-asciinema: + addition_method: manual ai_summary: A Red Hat operational guide to asciinema, showing how to capture high-fidelity terminal interactions. It demonstrates sharing copy-pasteable CLI walkthroughs instead of bloated video files. @@ -281989,8 +293081,8 @@ https://www.redhat.com/en/blog/using-asciinema: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline: + addition_method: manual ai_summary: Evaluates strategies for building rootless, secure continuous integration pipelines using Red Hat's Podman. Contrasts Podman's daemonless security with Docker's privileged execution models to prevent pipeline takeover attacks. @@ -282020,8 +293112,8 @@ https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline: - devsecops.md - container-managers.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/using-openshift-3-on-your-local-environment: + addition_method: manual content_hash: 78b0ba6fe452dc28db2c6d60c2a21a7b0825f2ab8f7918d91258e4703fe50774 health_score: 100.0 last_checked: 1779130495.015601 @@ -282033,8 +293125,8 @@ https://www.redhat.com/en/blog/using-openshift-3-on-your-local-environment: - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes: + addition_method: manual ai_summary: Outlines deployment strategies of Red Hat Advanced Cluster Security (RHACS) directly into Tekton-based OpenShift Pipelines. Demonstrates early container image scanning, compliance validations, and proactive security gate blocking. @@ -282056,9 +293148,9 @@ https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-adv v2_locations: - openshift-pipelines.md year: '2021' - addition_method: manual ? https://www.redhat.com/en/blog/using-vpc-peering-to-connect-an-openshift-service-on-an-aws-rosa-cluster-to-an-amazon-rds-mysql-database-in-a-different-vpc -: content_hash: 07e09a6b08180969b9411cc34eebd390ad3601ae4540a376fb49e0a0040338a8 +: addition_method: manual + content_hash: 07e09a6b08180969b9411cc34eebd390ad3601ae4540a376fb49e0a0040338a8 health_score: 100.0 last_checked: 1779130494.970755 needs_ai_refresh: true @@ -282069,8 +293161,8 @@ https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-adv - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/blog/velero-backup-and-restore-of-an-application-using-gp2-storageclass-on-rosa: + addition_method: manual content_hash: 2b0550aab77392410b47e4ef17f6fc9c268ecadcc40e29668a6869c85fbf8c6b health_score: 100.0 last_checked: 1779130494.929019 @@ -282082,8 +293174,8 @@ https://www.redhat.com/en/blog/velero-backup-and-restore-of-an-application-using - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://www.redhat.com/en/blog/vim-commands: + addition_method: manual ai_summary: An authoritative training manual by Red Hat for developers and sysadmins looking to master vim. It reviews navigation tricks, buffer registers, and search-and-replace regular expressions to maximize edit speed. @@ -282105,8 +293197,8 @@ https://www.redhat.com/en/blog/vim-commands: v2_locations: - linux.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization: + addition_method: manual content_hash: de0e54465535d61aa2697159c5c8d0b135ae15acaa6ac75a8dbe09e00516d14f health_score: 100.0 last_checked: 1779130495.033273 @@ -282118,8 +293210,8 @@ https://www.redhat.com/en/blog/virtual-machines-as-code-with-openshift-gitops-an - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/visual-web-terminal-a-turbocharged-command-line-for-kubernetes-and-openshift: + addition_method: manual content_hash: 6c73e0aa7096e0205ce2389ee8665dea0b4c242d398396827dc293b52ad81786 health_score: 100.0 last_checked: 1779130494.974129 @@ -282131,8 +293223,8 @@ https://www.redhat.com/en/blog/visual-web-terminal-a-turbocharged-command-line-f - docs/visual-studio.md v2_locations: - visual-studio.md - addition_method: manual https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automation-controller?sc_cid=7015Y000003t7aWQAQ: + addition_method: manual content_hash: 15dadecc89f6b78542810c4d8b3ee8fcca306a55c9f74e011017339ee06d3af5 health_score: 100.0 last_checked: 1779130494.935518 @@ -282144,8 +293236,8 @@ https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automa - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/blog/why-and-when-you-need-to-consider-openshift-serverless: + addition_method: manual content_hash: 2f79d91bca04e91c3853c9792e902a8d4c2ce1850c898f286593b581adf86299 health_score: 100.0 last_checked: 1779130494.975126 @@ -282157,8 +293249,8 @@ https://www.redhat.com/en/blog/why-and-when-you-need-to-consider-openshift-serve - docs/serverless.md v2_locations: - serverless.md - addition_method: manual https://www.redhat.com/en/blog/why-red-hat-investing-cri-o-and-podman: + addition_method: manual content_hash: 49eddf55ba13b93dbc8b2cf8befe5d3f469163bacfe85523d0c194123847596d health_score: 100.0 last_checked: 1779130495.028764 @@ -282170,8 +293262,8 @@ https://www.redhat.com/en/blog/why-red-hat-investing-cri-o-and-podman: - docs/container-managers.md v2_locations: - container-managers.md - addition_method: manual https://www.redhat.com/en/blog/why-you-should-be-using-multi-category-security-your-linux-containers: + addition_method: manual ai_summary: A deep technical analysis of Multi-Category Security (MCS) in Linux containers managed by SELinux. Explains how kernel-level category labels prevent container breakouts from accessing filesystem zones belonging to other active @@ -282200,8 +293292,8 @@ https://www.redhat.com/en/blog/why-you-should-be-using-multi-category-security-y v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/world-domination-cgroups-part-8-down-and-dirty-cgroup-v2: + addition_method: manual ai_summary: An elite technical exploration of Linux control groups (cgroups v2) system architecture. It outlines how cgroups control memory, IO, and CPU isolation, providing the foundational architectural plumbing used by modern container engines @@ -282230,8 +293322,8 @@ https://www.redhat.com/en/blog/world-domination-cgroups-part-8-down-and-dirty-cg v2_locations: - linux.md year: N/A - addition_method: manual https://www.redhat.com/en/blog/writing-customized-reports-using-metering-operator: + addition_method: manual content_hash: fe495f078cdba2e4104d8fe1d402e05490a67430ab6c3e07a7ebdf46473a67ea health_score: 100.0 last_checked: 1779130494.960494 @@ -282243,8 +293335,8 @@ https://www.redhat.com/en/blog/writing-customized-reports-using-metering-operato - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.redhat.com/en/blog/yaml-beginners: + addition_method: manual ai_summary: Curator Insight outlines foundational YAML parsing structures and common formatting pitfalls for system administrators. Live Grounding emphasizes the extreme sensitivity of YAML to whitespace indentation and key-value naming patterns. An @@ -282266,8 +293358,8 @@ https://www.redhat.com/en/blog/yaml-beginners: v2_locations: - yaml.md year: '2021' - addition_method: manual https://www.redhat.com/en/blog?f[0]=taxonomy_blog_post_category_tid:107161&f[1]=taxonomy_topic_tid:75521: + addition_method: manual content_hash: a1d207ebd34f5020548ec7c126333cd6e4b8e2972923e205dc42623b468d52e5 health_score: 100.0 last_checked: 1779130495.022582 @@ -282279,8 +293371,8 @@ https://www.redhat.com/en/blog?f[0]=taxonomy_blog_post_category_tid:107161&f[1]= - docs/ocp3.md v2_locations: - ocp3.md - addition_method: manual https://www.redhat.com/en/engage/ansible-automation-platform-beginners-guide-ebook: + addition_method: manual content_hash: 4f35f21db4ae19b7b5145f9bb0eef3a9a3e51d0e906aece430d76b849f047a47 health_score: 100.0 last_checked: 1779130494.945175 @@ -282292,9 +293384,9 @@ https://www.redhat.com/en/engage/ansible-automation-platform-beginners-guide-ebo - docs/ansible.md v2_locations: - ansible.md - addition_method: manual ? https://www.redhat.com/en/engage/automated-enterprise-e-book?sc_cid=7013a0000034fMwAAI&dclid=COKjiau-upQDFXLuKAUdouAGMQ&gad_source=7 -: content_hash: 6b668dc8416c34407848954263402d444993724639af0f4f3c5c27b442ed5ac1 +: addition_method: manual + content_hash: 6b668dc8416c34407848954263402d444993724639af0f4f3c5c27b442ed5ac1 health_score: 100.0 last_checked: 1779130495.022904 needs_ai_refresh: true @@ -282305,8 +293397,8 @@ https://www.redhat.com/en/engage/ansible-automation-platform-beginners-guide-ebo - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/engage/automated-enterprise-ebook-20171107: + addition_method: manual content_hash: 95ee8f9ec0777b310def9dcf65e675c8432bb47034da7703c5612db7d768d71b description: '' health_score: 100.0 @@ -282317,14 +293409,14 @@ https://www.redhat.com/en/engage/automated-enterprise-ebook-20171107: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.redhat.com/en/engage/kubernetes-containers-architecture-s-201910240918: + addition_method: manual health_score: 80.0 last_checked: 1779030986.814474 v1_locations: - docs/kubernetes.md - addition_method: manual https://www.redhat.com/en/engage/open-practice-library-ebook: + addition_method: manual content_hash: 5e8bf7d4a1c85ff2114214210d97cb11b6387080aa8dd04d745685444afe69a2 description: '' health_score: 100.0 @@ -282340,8 +293432,8 @@ https://www.redhat.com/en/engage/open-practice-library-ebook: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.redhat.com/en/livestreaming: + addition_method: manual content_hash: 099aab0b80d62215aac8f2a001d08c492dbb74f3f0aedf77163037096af7b1fe health_score: 100.0 last_checked: 1779130494.988165 @@ -282353,8 +293445,8 @@ https://www.redhat.com/en/livestreaming: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/products/application-foundations: + addition_method: manual ai_summary: Red Hat's enterprise-grade, distributed integration platform, heavily utilizing Apache Camel, ActiveMQ, and CXF. It provides a highly stable middleware environment designed to bind heterogeneous enterprise workloads and APIs under @@ -282376,8 +293468,8 @@ https://www.redhat.com/en/products/application-foundations: v2_locations: - message-queue.md year: '2025' - addition_method: manual https://www.redhat.com/en/products/trials?products=hybrid-cloud: + addition_method: manual content_hash: c3c4d7971647d33cb586810ad8086b34e067024b9738762ffd6af586b663604f health_score: 100.0 last_checked: 1779130494.952472 @@ -282389,8 +293481,8 @@ https://www.redhat.com/en/products/trials?products=hybrid-cloud: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/resources: + addition_method: manual content_hash: 8ecbf2175ca387e615895f6ec7b611e5866f8dce7555a9a616c1774b7cfdcae7 health_score: 100.0 last_checked: 1779130494.948571 @@ -282402,8 +293494,8 @@ https://www.redhat.com/en/resources: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/resources/openshift-subscription-sizing-guide-detail: + addition_method: manual content_hash: 9700a8a5aa1e5d21bda06ceadd0a1cae119e64713e25dff4fdab86ae0bc7565b description: '' health_score: 100.0 @@ -282415,8 +293507,8 @@ https://www.redhat.com/en/resources/openshift-subscription-sizing-guide-detail: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.redhat.com/en/resources/oreilly-kubernetes-operators-automation-ebook: + addition_method: manual content_hash: 79efb2e4cc907c540eab57226abafc30d3a39310a48a086a19c51c33115f3fae description: '' health_score: 100.0 @@ -282433,8 +293525,8 @@ https://www.redhat.com/en/resources/oreilly-kubernetes-operators-automation-eboo v2_locations: - openshift.md year: N/A - addition_method: manual https://www.redhat.com/en/resources/self-managed-openshift-subscription-guide: + addition_method: manual content_hash: 2ab99a89cae5268ed049f2fcff8faba516f9307bbad1d1806138234c9cdfea9b health_score: 100.0 last_checked: 1779130495.009853 @@ -282446,8 +293538,8 @@ https://www.redhat.com/en/resources/self-managed-openshift-subscription-guide: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/services/training/au094-ansible-essentials-simplicity-automation-technical-overview: + addition_method: manual content_hash: 3b648bb1db330ff8226d961e57e0867511a01443004a14ba2cc4a6fd0382688a health_score: 100.0 last_checked: 1779130494.957303 @@ -282459,8 +293551,8 @@ https://www.redhat.com/en/services/training/au094-ansible-essentials-simplicity- - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/services/training/do007-ansible-essentials-simplicity-automation-technical-overview: + addition_method: manual content_hash: 82e3d22fc63363816d3f5b0f7771daa47969e48d99ea7a76434e3600467efefb description: '' health_score: 100.0 @@ -282472,8 +293564,8 @@ https://www.redhat.com/en/services/training/do007-ansible-essentials-simplicity- v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.redhat.com/en/solutions/devsecops-approach: + addition_method: manual ai_summary: 'Presents Red Hat''s modular framework for deploying, managing, and automating DevSecOps within enterprise clouds. Contrast: Curator Insight shows product-focused alignment, while Live Grounding validates that a platform-centric @@ -282496,8 +293588,8 @@ https://www.redhat.com/en/solutions/devsecops-approach: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.redhat.com/en/solutions/edge-computing-approach?sc_cid=7013a000002w1CwAAI: + addition_method: manual content_hash: 6b7eb0d09287c57a49fb742cab9f9ce1f404734127756e677a637f33d718dcac health_score: 100.0 last_checked: 1779130494.972398 @@ -282509,8 +293601,8 @@ https://www.redhat.com/en/solutions/edge-computing-approach?sc_cid=7013a000002w1 - docs/edge-computing.md v2_locations: - edge-computing.md - addition_method: manual https://www.redhat.com/en/solutions/kubernetes-approach: + addition_method: manual content_hash: 10d462ed0c35de204b3c02dbe8dec9153d599d5620febed7926f2d01aa7893e1 health_score: 100.0 last_checked: 1779130494.995459 @@ -282522,8 +293614,8 @@ https://www.redhat.com/en/solutions/kubernetes-approach: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/success-stories/the-volkswagen-group: + addition_method: manual content_hash: db9845006f342b9f0e7d94bb1c33fecaf1de8e8a41362f8444a2d48944c2de8a description: '' health_score: 100.0 @@ -282539,8 +293631,8 @@ https://www.redhat.com/en/success-stories/the-volkswagen-group: v2_locations: - customer.md year: N/A - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift: + addition_method: manual content_hash: 6b44f601de02e162a0eb88ebb8002c43ed64beba0a596419d1fcbb293c53f758 health_score: 100.0 last_checked: 1779130494.976101 @@ -282553,8 +293645,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift: v2_locations: - openshift.md - ocp4.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift-data-foundation: + addition_method: manual content_hash: f9263b6f741b46340c0e4de71bed2eeb0b6614a039b66e63154f870e81626e6e health_score: 100.0 last_checked: 1779130494.971913 @@ -282566,8 +293658,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift-data-foundation - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/advanced-cluster-security-kubernetes: + addition_method: manual ai_summary: Red Hat Advanced Cluster Security (formerly StackRox) provides Kubernetes-native guardrails to secure application life cycles across build, deploy, and runtime phases. Operating deep within the cluster infrastructure, it leverages declarative @@ -282590,8 +293682,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/advanced-cluste v2_locations: - devsecops.md year: '2026' - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/aws: + addition_method: manual content_hash: 6c5361dac310caced9cc25922d9a1315c409aa67132139c2c317f08a929f952d health_score: 100.0 last_checked: 1779130494.968458 @@ -282603,8 +293695,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/aws: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/azure: + addition_method: manual content_hash: 5f17addaff5cf28cc035bd943fc3c6974daff79dfa25826571a9662bc5749104 health_score: 100.0 last_checked: 1779130494.980125 @@ -282615,8 +293707,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/azure: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/8-answers-to-7-openshift-questions: + addition_method: manual health_score: 64.0 last_checked: 1779130494.974677 review_metadata: @@ -282627,9 +293719,9 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/8-answers- status: review_required v1_locations: - docs/ocp4.md - addition_method: manual ? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/a-brief-introduction-to-red-hat-advanced-cluster-security-for-kubernetes -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130495.029638 tags: - '[COMMUNITY-TOOL]' @@ -282637,15 +293729,15 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/8-answers- - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual ? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/ask-an-openshift-admin-office-hour-authentication-and-authorization -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130494.94234 v1_locations: - docs/ocp4.md - addition_method: manual ? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/control-regional-access-to-your-service-on-openshift-running-on-aws -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130494.979034 tags: - '[COMMUNITY-TOOL]' @@ -282653,21 +293745,21 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/8-answers- - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual ? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/deploy-a-multi-master-okd-4.5-cluster-using-a-single-command-in-30-minutes -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130494.954427 v1_locations: - docs/ocp4.md - addition_method: manual ? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/fully-automated-openshift-deployments-with-vmware-vsphere -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130494.974553 v1_locations: - docs/ocp4.md - addition_method: manual ? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/how-to-configure-ldap-sync-with-cronjobs-in-openshift -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130494.945914 review_metadata: original_url: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/how-to-configure-ldap-sync-with-cronjobs-in-openshift @@ -282681,8 +293773,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/8-answers- - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/introducing-azure-red-hat-openshift-on-openshift-4: + addition_method: manual health_score: 64.0 last_checked: 1779130494.94307 review_metadata: @@ -282693,8 +293785,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/introducin status: review_required v1_locations: - docs/ocp4.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/nested-openshift-using-openshift-virtualization: + addition_method: manual health_score: 64.0 last_checked: 1779130494.930289 tags: @@ -282703,9 +293795,9 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/nested-ope - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual ? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/openshift-security-best-practices-for-kubernetes-cluster-design -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130495.02894 review_metadata: original_url: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/openshift-security-best-practices-for-kubernetes-cluster-design @@ -282715,9 +293807,9 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/nested-ope status: review_required v1_locations: - docs/ocp4.md - addition_method: manual ? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4 -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130494.96192 review_metadata: original_url: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4 @@ -282731,9 +293823,9 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/nested-ope - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual ? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/workload-support-for-red-hat-openshift-matures-across-the-industry -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130495.019251 tags: - '[COMMUNITY-TOOL]' @@ -282741,8 +293833,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/nested-ope - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/dedicated: + addition_method: manual content_hash: e99d4df8998b7912283341bf4a48d708df59241f6b627e4c0690f2baf75f48d7 health_score: 100.0 last_checked: 1779130494.936551 @@ -282753,8 +293845,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/dedicated: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/for-developers: + addition_method: manual health_score: 64.0 last_checked: 1779130495.0134 tags: @@ -282763,14 +293855,14 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/for-developers: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/learn/topics/serverless: + addition_method: manual health_score: 64.0 last_checked: 1779130495.028608 v1_locations: - docs/ocp4.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/platform-plus: + addition_method: manual content_hash: 1fda2cc748676e1956e360287943dcaf4a7b231c398714ae28f4ff9a78fff2c1 description: '' health_score: 100.0 @@ -282786,8 +293878,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/platform-plus: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/pricing: + addition_method: manual content_hash: b0a024240dee478ec52332e7a4c1dc8f6f639158fc28f26a64cc7fbc8f9194c6 health_score: 100.0 last_checked: 1779130494.957209 @@ -282799,14 +293891,14 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/pricing: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/products/online: + addition_method: manual health_score: 64.0 last_checked: 1779130494.950875 v1_locations: - docs/openshift.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/serverless: + addition_method: manual content_hash: 4de81f0baad368f2766e47c42038b33059bf1ea71d8b21d6b7200fa34ee5e3f2 health_score: 100.0 last_checked: 1779130495.028085 @@ -282818,8 +293910,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/serverless: - docs/serverless.md v2_locations: - serverless.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/try-it: + addition_method: manual content_hash: 3317129a103401f3e4b94d27714c7532e434652d9d976547d8c4fec1b5aa2495 health_score: 100.0 last_checked: 1779130494.937114 @@ -282835,8 +293927,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/try-it: - ocp4.md - matrix-table.md - openshift.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/openshift/what-are-openshift-operators: + addition_method: manual content_hash: 10dfb085d8bb32acc29f16bae6108155108fe90c14431d14eae0f5345faf47ae health_score: 100.0 last_checked: 1779130494.935136 @@ -282848,8 +293940,8 @@ https://www.redhat.com/en/technologies/cloud-computing/openshift/what-are-opensh - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.redhat.com/en/technologies/cloud-computing/quay: + addition_method: manual ai_summary: An official overview of Red Hat Quay subscription models, outlining security policies, vulnerability scanning integrations, and platform scaling mechanisms for multi-cluster enterprise deployments. @@ -282871,8 +293963,8 @@ https://www.redhat.com/en/technologies/cloud-computing/quay: - ocp4.md - registries.md year: '2022' - addition_method: manual https://www.redhat.com/en/technologies/jboss-middleware/3scale: + addition_method: manual content_hash: 80ae86e55627e9f43b166209edfc360e5c1e9e7f0f8eac77133eba6a2d8c1875 description: '' health_score: 100.0 @@ -282888,8 +293980,8 @@ https://www.redhat.com/en/technologies/jboss-middleware/3scale: v2_locations: - developerportals.md year: N/A - addition_method: manual https://www.redhat.com/en/technologies/jboss-middleware/amq: + addition_method: manual ai_summary: Official product home of Red Hat AMQ, an enterprise-grade messaging suite. Delivers highly-available JMS, AMQP, and MQTT engines along with robust Strimzi Kafka integration for complex enterprise data layers. @@ -282917,8 +294009,8 @@ https://www.redhat.com/en/technologies/jboss-middleware/amq: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.redhat.com/en/technologies/jboss-middleware/data-grid: + addition_method: manual content_hash: bf405ad2b7c16dbfabff7c6280e3dcc461a5ee3be7e57e52519ce1608d855006 description: '' health_score: 100.0 @@ -282934,8 +294026,8 @@ https://www.redhat.com/en/technologies/jboss-middleware/data-grid: v2_locations: - caching.md year: N/A - addition_method: manual https://www.redhat.com/en/technologies/jboss-middleware/fuse: + addition_method: manual content_hash: ae380e55f8994c9e534090354164b8cccc04bc6e4129c3497ccf5c1825534e36 description: '' health_score: 100.0 @@ -282946,15 +294038,15 @@ https://www.redhat.com/en/technologies/jboss-middleware/fuse: v1_locations: - docs/message-queue.md year: N/A - addition_method: manual https://www.redhat.com/en/technologies/linux-platforms/enterprise-linux: + addition_method: manual content_hash: 3ea4e797707b3f0e391e6684412021164c7a63e516dc35a8526044dd95dcbaa3 health_score: 100.0 last_checked: 1779029704.374106 v1_locations: - docs/registries.md - addition_method: manual https://www.redhat.com/en/technologies/management/advanced-cluster-management: + addition_method: manual content_hash: 4db9a0d48338c2527e49e2ba8d8c47077fc3069952d3ee16360b006d3e01f086 description: '' health_score: 100.0 @@ -282972,8 +294064,8 @@ https://www.redhat.com/en/technologies/management/advanced-cluster-management: - ocp4.md - ibm_cloud.md year: N/A - addition_method: manual https://www.redhat.com/en/technologies/management/ansible/ai-automation: + addition_method: manual content_hash: 139e07e75d78d9bc0c0c5db61f4c6191f2bff0ea1b5df84db62a23acf5b8aac3 health_score: 100.0 last_checked: 1779130494.942137 @@ -282985,8 +294077,8 @@ https://www.redhat.com/en/technologies/management/ansible/ai-automation: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/technologies/management/ansible/ansible-lightspeed: + addition_method: manual content_hash: 979112cf75f6f8b668cbe7b737b69b7f2aab48d3bd47931c682fab0614029591 description: '' health_score: 100.0 @@ -282997,8 +294089,8 @@ https://www.redhat.com/en/technologies/management/ansible/ansible-lightspeed: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.redhat.com/en/technologies/management/ansible/application-delivery?sc_cid=7015Y000003t7aWQAQ: + addition_method: manual content_hash: 8777acc60831f56406d9529d233384648bf47b9b53f2c684a69f1a9aaffe8aea health_score: 100.0 last_checked: 1779130494.96585 @@ -283009,8 +294101,8 @@ https://www.redhat.com/en/technologies/management/ansible/application-delivery?s - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/technologies/management/ansible/automation-coding-assistant: + addition_method: manual content_hash: 5092e071b2060eaebb1c624e543bb0aa91598ceafb5d8cf5fe6b0a0beb029210 health_score: 100.0 last_checked: 1779130494.987243 @@ -283022,8 +294114,8 @@ https://www.redhat.com/en/technologies/management/ansible/automation-coding-assi - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/technologies/management/ansible/automation-controller?sc_cid=7015Y000003t7aWQAQ: + addition_method: manual content_hash: 8be0f4335d21339012cab62c203173d39ba952188c1d592d2e59f4a0dd0d5861 health_score: 100.0 last_checked: 1779130494.942503 @@ -283034,8 +294126,8 @@ https://www.redhat.com/en/technologies/management/ansible/automation-controller? - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/technologies/management/ansible?sc_cid=7015Y000003t7aWQAQ: + addition_method: manual content_hash: 133d22dcd89b60081955bc59b7951cef2ec4fae4f20648674a72feabd6dc75e5 health_score: 100.0 last_checked: 1779130494.946254 @@ -283047,8 +294139,8 @@ https://www.redhat.com/en/technologies/management/ansible?sc_cid=7015Y000003t7aW - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.redhat.com/en/topics/cloud-native-apps/what-is-faas: + addition_method: manual content_hash: 2ab4442dbb7ec013784a23a04bffc206511e2c19ff7378ef273206f77d60b769 description: '' health_score: 100.0 @@ -283064,8 +294156,8 @@ https://www.redhat.com/en/topics/cloud-native-apps/what-is-faas: v2_locations: - serverless.md year: N/A - addition_method: manual https://www.redhat.com/en/topics/containers/kubernetes-approach: + addition_method: manual content_hash: 5d4a41fcc24c57404232e9ea5fc3a62d756eca057d6afb376edee5d65f50ed50 description: '' health_score: 100.0 @@ -283076,8 +294168,8 @@ https://www.redhat.com/en/topics/containers/kubernetes-approach: v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://www.redhat.com/en/topics/containers/kubernetes-security: + addition_method: manual ai_summary: 'Curator Insight: Fundamental 101 guide compiling standard security paradigms and vectors. Live Grounding: Maintained by Red Hat; compiles 29 production-validated rules including image scanning, API isolation, and run-time container metrics.' @@ -283099,8 +294191,8 @@ https://www.redhat.com/en/topics/containers/kubernetes-security: v2_locations: - kubernetes-security.md year: '2024' - addition_method: manual https://www.redhat.com/en/topics/devops: + addition_method: manual content_hash: dd7cd2e30fb62d3f15a47dfe967fc3bc28517ede513a4ee824e240988cc1b69c description: '' health_score: 100.0 @@ -283116,8 +294208,8 @@ https://www.redhat.com/en/topics/devops: v2_locations: - devops.md year: N/A - addition_method: manual https://www.redhat.com/en/topics/devops/what-cicd-pipeline: + addition_method: manual content_hash: fbafd2c747433026816531a50bcebccb154f55d5f7c8f1dee5c72919127e3c1f health_score: 100.0 last_checked: 1779130494.975565 @@ -283129,8 +294221,8 @@ https://www.redhat.com/en/topics/devops/what-cicd-pipeline: - docs/tekton.md v2_locations: - tekton.md - addition_method: manual https://www.redhat.com/en/topics/devops/what-is-gitops: + addition_method: manual content_hash: a830711eaf9b79d5cb0747f5a3e90dd6471bb99ff08d33244d715b62cb556ac4 health_score: 100.0 last_checked: 1779130495.011497 @@ -283142,8 +294234,8 @@ https://www.redhat.com/en/topics/devops/what-is-gitops: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://www.redhat.com/en/topics/edge-computing/approach: + addition_method: manual content_hash: 53f66d482157d2f2ff6b305f7473cecc8c36601cfde71968daf3b2eaee2f2899 description: '' health_score: 100.0 @@ -283154,8 +294246,8 @@ https://www.redhat.com/en/topics/edge-computing/approach: v1_locations: - docs/edge-computing.md year: N/A - addition_method: manual https://www.redhat.com/en/topics/microservices/what-is-knative: + addition_method: manual content_hash: 059ece23a7fb11753980303142499fba591518b632b42754da2c88c694306a07 description: '' health_score: 100.0 @@ -283173,8 +294265,8 @@ https://www.redhat.com/en/topics/microservices/what-is-knative: - ocp4.md - serverless.md year: N/A - addition_method: manual https://www.redhat.com/en/topics/microservices/why-choose-red-hat-microservices: + addition_method: manual content_hash: 264b1eca0ac91cd8227b52a9f674762eec78da62363fae7f6db2f17e08aa5f3b description: '' health_score: 100.0 @@ -283190,8 +294282,8 @@ https://www.redhat.com/en/topics/microservices/why-choose-red-hat-microservices: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.redhat.com/en/topics/security/devsecops/approach: + addition_method: manual content_hash: d0e3129d940753fe5aae6e71bd1831a633f8776c304c3c0d7b598b40f247cd82 description: '' health_score: 100.0 @@ -283202,9 +294294,9 @@ https://www.redhat.com/en/topics/security/devsecops/approach: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual ? 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Curator insight highlights that container configuration defects remain the highest source of corporate security @@ -283312,8 +294404,8 @@ https://www.redhat.com/rhdc/managed-files/cl-state-kubernetes-security-report-eb v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/11-manager-considerations: + addition_method: manual content_hash: 2a152854454a186fcca9c85a5d6c8600aeb7c21d4de114f4beaa9acc5fe3510d description: '' health_score: 100.0 @@ -283325,8 +294417,8 @@ https://www.redhat.com/sysadmin/11-manager-considerations: v1_locations: - docs/project-management-methodology.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/5-linux-commands: + addition_method: manual content_hash: 00f612f8d0780a3c7832229ecdc76a95b460afe325b6cdb5564ed33cebf41fc3 description: '' health_score: 100.0 @@ -283337,8 +294429,8 @@ https://www.redhat.com/sysadmin/5-linux-commands: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/5-questions-interview: + addition_method: manual content_hash: 836ec385d8ea021c4d908c06718db98efcd70fae69ea10d0bbcb99d674411d29 description: '' health_score: 100.0 @@ -283349,8 +294441,8 @@ https://www.redhat.com/sysadmin/5-questions-interview: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/5-rsync-tips: + addition_method: manual content_hash: 5bac3f5291b0eb62f9b32f0713e7cefd9035a833d281810dbc2ca25c62354b40 description: '' health_score: 100.0 @@ -283361,8 +294453,8 @@ https://www.redhat.com/sysadmin/5-rsync-tips: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/6-code-pushes-aap: + addition_method: manual content_hash: e6a5a70d33f4b338823da8998a0964d0431fed2b43ff01b1f56f30abcee463f5 description: '' health_score: 100.0 @@ -283374,8 +294466,8 @@ https://www.redhat.com/sysadmin/6-code-pushes-aap: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/6-openssl-commands: + addition_method: manual content_hash: 55d94c98b364cc882da497b923896096afd2d2b9064980f28b45a15f3a905ae0 description: '' health_score: 100.0 @@ -283386,8 +294478,8 @@ https://www.redhat.com/sysadmin/6-openssl-commands: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/DNS-name-resolution-troubleshooting-tools: + addition_method: manual content_hash: 84aa0e84a55d59977c360f2c717d889cba2b77f1d5760b6c18954217dd771019 description: '' health_score: 100.0 @@ -283398,8 +294490,8 @@ https://www.redhat.com/sysadmin/DNS-name-resolution-troubleshooting-tools: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/ansible-ad-hoc-commands: + addition_method: manual content_hash: a60ca89753abcfcfc5d12ea91024172a8b9c6c43660c136b5e9f1bcf6dcdbeea description: '' health_score: 100.0 @@ -283410,8 +294502,8 @@ https://www.redhat.com/sysadmin/ansible-ad-hoc-commands: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/ansible-create-users-csv: + addition_method: manual content_hash: 185f78235b0fff305f637223ec9a0c76a4800e0b4b3616902ccb84d488b84226 description: '' health_score: 100.0 @@ -283422,8 +294514,8 @@ https://www.redhat.com/sysadmin/ansible-create-users-csv: v1_locations: - 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docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/renewed-thrill-ansible: + addition_method: manual content_hash: 406c45dcf015818013503d9b20d12242c1f766f8c6adddf086f88e6fe65b8c3d description: '' health_score: 100.0 @@ -284164,8 +295256,8 @@ https://www.redhat.com/sysadmin/renewed-thrill-ansible: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/replace-docker-podman-mac-revisited: + addition_method: manual content_hash: f27a606e3b4271bcb13c0fad610e4c683117a083996111f0f2ccc127eda623ef description: '' health_score: 100.0 @@ -284176,8 +295268,8 @@ https://www.redhat.com/sysadmin/replace-docker-podman-mac-revisited: v1_locations: - docs/container-managers.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/replace-docker-podman-macos: + addition_method: manual content_hash: 4b6d56194a79ad290065212de75611b91d53074cd6bdf7bdbe246febf4af2225 description: '' health_score: 100.0 @@ -284188,8 +295280,8 @@ https://www.redhat.com/sysadmin/replace-docker-podman-macos: v1_locations: - docs/container-managers.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/reverse-proxy-ansible: + addition_method: manual content_hash: ba50e9593ce80f94429c1028507ef0af7fd34bf11df032213fcc83596016e2db description: '' health_score: 100.0 @@ -284200,8 +295292,8 @@ https://www.redhat.com/sysadmin/reverse-proxy-ansible: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/rootless-podman-nfs: + addition_method: manual content_hash: df4b714c1d903b4777c677a9ac307705389651e332d31e6dfd61235ab5b99fc6 description: '' health_score: 100.0 @@ -284212,8 +295304,8 @@ https://www.redhat.com/sysadmin/rootless-podman-nfs: v1_locations: - docs/ocp4.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/software-packages-ansible: + addition_method: manual content_hash: 396fe4c3906ca93e27cfa617a8250b07243f8969308fb271fc267690712d9adb description: '' health_score: 100.0 @@ -284224,8 +295316,8 @@ https://www.redhat.com/sysadmin/software-packages-ansible: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/start-learning-kubernetes: + addition_method: manual content_hash: d7ffeea68bee28b2d45a620e9a6594199dc1d4ceaee08543f4ec1f28a6d77815 description: '' health_score: 100.0 @@ -284236,8 +295328,8 @@ https://www.redhat.com/sysadmin/start-learning-kubernetes: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/sysadmin-essentials-networking-basics: + addition_method: manual content_hash: bc534ed771d377a4b72f12266778d5f46436049cfb4bbe563f69868405a12174 description: '' health_score: 100.0 @@ -284248,8 +295340,8 @@ https://www.redhat.com/sysadmin/sysadmin-essentials-networking-basics: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/tcpdump-part-one: + addition_method: manual content_hash: c97dfc80951394aa890a3caf34a45b827abe4e93730f4d46c8884e4dda9f4cd5 description: '' health_score: 100.0 @@ -284260,8 +295352,8 @@ https://www.redhat.com/sysadmin/tcpdump-part-one: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/troubleshoot-ansible-playbooks: + addition_method: manual content_hash: 8955798a8637e4a3bf769e2e7389a394940a007ac4f127597e795b1267b0e193 description: '' health_score: 100.0 @@ -284272,8 +295364,8 @@ https://www.redhat.com/sysadmin/troubleshoot-ansible-playbooks: v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/understanding-yaml-ansible: + addition_method: manual content_hash: 44533daac61abf96fd981215c52ceefe153dd1170361335e38845ec44fe951ec description: '' health_score: 100.0 @@ -284285,8 +295377,8 @@ https://www.redhat.com/sysadmin/understanding-yaml-ansible: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/using-asciinema: + addition_method: manual content_hash: b3f21549e425cb4a23725c20f060eb34039d03b264d981229b39fb9bf446a484 description: '' health_score: 100.0 @@ -284297,8 +295389,8 @@ https://www.redhat.com/sysadmin/using-asciinema: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/vim-commands: + addition_method: manual content_hash: 61a92fb234933a0ae224fe1b737d33faeec458e06109c5b3eb51934d9603a7dd description: '' health_score: 100.0 @@ -284309,8 +295401,8 @@ https://www.redhat.com/sysadmin/vim-commands: v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.redhat.com/sysadmin/yaml-beginners: + addition_method: manual content_hash: 8fb8738158681442249e4af8a93f70a81a5056d5a13f86799d1ae91bc2874bf5 description: '' health_score: 100.0 @@ -284321,8 +295413,8 @@ https://www.redhat.com/sysadmin/yaml-beginners: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://www.redpanda.com: + addition_method: manual ai_summary: An ultra-fast, C++ based, Seastar engine implementation of Kafka API protocols. Redpanda acts as a direct, lightweight replacement for Apache Kafka that removes heavy JVM tuning and ZooKeeper/KRaft runtimes, significantly lowering @@ -284345,8 +295437,8 @@ https://www.redpanda.com: v2_locations: - message-queue.md year: '2026' - addition_method: manual https://www.redpanda.com/blog/bsl-source-available-license: + addition_method: manual ai_summary: The official blog post detailing Redpanda's pivot to the Business Source License (BSL). It provides a high-level corporate and architectural perspective regarding license changes and global open-source resource sustainability. @@ -284368,8 +295460,8 @@ https://www.redpanda.com/blog/bsl-source-available-license: v2_locations: - message-queue.md year: '2021' - addition_method: manual https://www.redpanda.com/blog/open-source: + addition_method: manual content_hash: 846802d8e782e21c5769978c1de5ba77006e7830ed4d611782427d7ccdfd491a health_score: 84.0 last_checked: 1779130494.9932 @@ -284379,8 +295471,8 @@ https://www.redpanda.com/blog/open-source: - docs/message-queue.md v2_locations: - message-queue.md - addition_method: manual https://www.reduxio.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -284395,8 +295487,8 @@ https://www.reduxio.com: v2_locations: - kubernetes-storage.md year: N/A - addition_method: manual https://www.rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for-free-with-lets-encrypt: + addition_method: manual content_hash: 750351750b8626ef302496ec087129654973ec922d93183a68f788489052659d description: '' health_score: 100.0 @@ -284407,8 +295499,8 @@ https://www.rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://www.replex.io: + addition_method: manual content_hash: 95f45d9574d10ed0de3cf783974c9cd1638a31a47c9b8bf1ffe6a83a336174e2 description: '' health_score: 100.0 @@ -284419,8 +295511,8 @@ https://www.replex.io: v1_locations: - docs/finops.md year: N/A - addition_method: manual https://www.replex.io/blog/an-introduction-to-kubernetes-finops: + addition_method: manual content_hash: 95f45d9574d10ed0de3cf783974c9cd1638a31a47c9b8bf1ffe6a83a336174e2 description: '' health_score: 100.0 @@ -284431,8 +295523,8 @@ https://www.replex.io/blog/an-introduction-to-kubernetes-finops: v1_locations: - docs/finops.md year: N/A - addition_method: manual https://www.replex.io/blog/kubernetes-in-production-best-practices-for-cluster-autoscaler-hpa-and-vpa: + addition_method: manual content_hash: 95f45d9574d10ed0de3cf783974c9cd1638a31a47c9b8bf1ffe6a83a336174e2 description: '' health_score: 100.0 @@ -284444,8 +295536,8 @@ https://www.replex.io/blog/kubernetes-in-production-best-practices-for-cluster-a v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.reply.com/solidsoft-reply/en/content/webservices-soap-and-rest-a-simple-introduction: + addition_method: manual content_hash: b88f1a1c9b0ae18fe66738cb90fdb3b529c036cbee8a4f4d57f5a3853971eec4 description: '' health_score: 100.0 @@ -284460,8 +295552,8 @@ https://www.reply.com/solidsoft-reply/en/content/webservices-soap-and-rest-a-sim v2_locations: - api.md year: N/A - addition_method: manual https://www.rethinkagile.org/post/5-reasons-why-agile-is-better-than-waterfall: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -284475,8 +295567,8 @@ https://www.rethinkagile.org/post/5-reasons-why-agile-is-better-than-waterfall: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.returngis.net: + addition_method: manual content_hash: 3ba3afbb35484048126268d001ffba24fc4a8313aa91af3226b4926144d5a7cc description: '' health_score: 100.0 @@ -284492,8 +295584,8 @@ https://www.returngis.net: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.returngis.net/2020/02/pruebas-de-vida-de-nuestros-contenedores-en-kubernetes: + addition_method: manual content_hash: ce8d586c214a26943691f8320b28585aceae4ad21ea10b415ffa270335397476 description: '' health_score: 100.0 @@ -284509,8 +295601,8 @@ https://www.returngis.net/2020/02/pruebas-de-vida-de-nuestros-contenedores-en-ku v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.returngis.net/2020/06/organizar-los-pods-en-kubernetes-usando-taints-y-tolerations: + addition_method: manual content_hash: 02b7e72a4683e384c4cfb1591e3ce01fe8e84dd7b5216116fc292180a1ba340b description: '' health_score: 100.0 @@ -284526,8 +295618,8 @@ https://www.returngis.net/2020/06/organizar-los-pods-en-kubernetes-usando-taints v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.returngis.net/2020/07/escalado-vertical-de-tus-pods-en-kubernetes: + addition_method: manual content_hash: 6582ac395e93be6ad9caade9b515df678736fbb84536c40cf404f45c0ec07245 description: '' health_score: 100.0 @@ -284543,8 +295635,8 @@ https://www.returngis.net/2020/07/escalado-vertical-de-tus-pods-en-kubernetes: v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.returngis.net/2021/06/replicacion-de-blobs-entre-dos-cuentas-de-azure-storage-en-dos-tenants-diferentes: + addition_method: manual content_hash: 1ababd815b48641128dbcc2bcd2a497f46e17aaef6ff4f943730b0ae560a3918 description: '' health_score: 100.0 @@ -284561,8 +295653,8 @@ https://www.returngis.net/2021/06/replicacion-de-blobs-entre-dos-cuentas-de-azur v2_locations: - azure.md year: N/A - addition_method: manual https://www.returngis.net/2021/08/acceder-a-un-app-service-con-private-endpoint-desde-otra-vnet: + addition_method: manual content_hash: f74612dd8974a70bfd2ab3c05d6c18dc13ce56c1148fa6698f006ca5bd558d80 description: '' health_score: 100.0 @@ -284579,8 +295671,8 @@ https://www.returngis.net/2021/08/acceder-a-un-app-service-con-private-endpoint- v2_locations: - azure.md year: N/A - addition_method: manual https://www.returngis.net/2021/08/crea-hosts-de-docker-con-docker-machine-en-microsoft-azure: + addition_method: manual content_hash: 346c4733f59720fd36089cf928de129ce31e6c8a68d40232999badd241bf2cc7 description: '' health_score: 100.0 @@ -284596,8 +295688,8 @@ https://www.returngis.net/2021/08/crea-hosts-de-docker-con-docker-machine-en-mic v2_locations: - docker.md year: N/A - addition_method: manual https://www.returngis.net/2021/08/explorar-graficamente-el-contenido-de-un-volumen-de-docker: + addition_method: manual content_hash: 85d180c5d43dbce61b26ecf61c45b70b1826b1d1d665bca5bfac383ef938686a description: '' health_score: 100.0 @@ -284613,8 +295705,8 @@ https://www.returngis.net/2021/08/explorar-graficamente-el-contenido-de-un-volum v2_locations: - docker.md year: N/A - addition_method: manual https://www.returngis.net/2021/08/gestionar-recursos-de-kubernetes-con-python: + addition_method: manual content_hash: b28f65f128499b80ec8ceded5ac5121aca7e822f7b547bf3c1c3c76dc9b8f4d2 description: '' health_score: 100.0 @@ -284630,8 +295722,8 @@ https://www.returngis.net/2021/08/gestionar-recursos-de-kubernetes-con-python: v2_locations: - python.md year: N/A - addition_method: manual https://www.returngis.net/2021/08/reduce-el-tamano-de-tus-imagenes-con-dockerfiles-multi-stage: + addition_method: manual content_hash: 0b1c609fcfbaa0dad22d9dc5562c4e9cdbc08e7b58ba343ac18930a9eecf307a description: '' health_score: 100.0 @@ -284647,8 +295739,8 @@ https://www.returngis.net/2021/08/reduce-el-tamano-de-tus-imagenes-con-dockerfil v2_locations: - docker.md year: N/A - addition_method: manual https://www.returngis.net/2021/09/buscar-vulnerabilidades-en-imagenes-de-docker-con-snyk: + addition_method: manual ai_summary: Un tutorial detallado que demuestra la integración del motor de escaneo Snyk para auditar y descubrir vulnerabilidades en imágenes de contenedores Docker. El artículo describe cómo automatizar estos escaneos a nivel local e integrarlos @@ -284677,8 +295769,8 @@ https://www.returngis.net/2021/09/buscar-vulnerabilidades-en-imagenes-de-docker- v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.returngis.net/2021/11/azure-application-gateway-con-waf-y-wildcard-nginx-controller-para-aks: + addition_method: manual ai_summary: 'Detalla la implementación híbrida de un Application Gateway frontal con reglas WAF junto a un controlador Nginx Ingress interno en AKS. Ideal para configuraciones SSL multi-dominio con comodines y políticas de mitigación OWASP. @@ -284710,8 +295802,8 @@ https://www.returngis.net/2021/11/azure-application-gateway-con-waf-y-wildcard-n v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-local-a-github: + addition_method: manual ai_summary: Esta guía técnica detalla el proceso paso a paso para migrar repositorios desde un servidor BitBucket local hacia GitHub de manera segura. El autor describe los comandos de clonación profunda, la preservación de metadatos históricos de @@ -284742,8 +295834,8 @@ https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-l v2_locations: - git.md year: N/A - addition_method: manual https://www.returngis.net/2022/04/desescalar-nodos-de-aks-apagando-las-maquinas-en-lugar-de-eliminarlas: + addition_method: manual ai_summary: Technical guide explaining how to scale down AKS node pools by deallocating (stopping) virtual machines rather than deleting them, preserving their state for faster scale-ups. [SPANISH CONTENT] @@ -284771,8 +295863,8 @@ https://www.returngis.net/2022/04/desescalar-nodos-de-aks-apagando-las-maquinas- v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-agic-para-aks: + addition_method: manual ai_summary: 'Explica la configuración avanzada de múltiples instancias de Azure Application Gateway mediante AGIC para segmentar tráfico en AKS. Detalla técnicas de aislamiento de rutas e Ingress classes para redes empresariales híbridas. @@ -284803,9 +295895,9 @@ https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-a v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://www.returngis.net/2023/04/invitar-a-usuarios-externos-a-un-tenant-de-azure-ad-a-traves-de-microsoft-graph-y-azure-cli -: content_hash: 561e049725769bac65add7ea14a98c4485e20ecba9a847580f0038464800e732 +: addition_method: manual + content_hash: 561e049725769bac65add7ea14a98c4485e20ecba9a847580f0038464800e732 description: '' health_score: 100.0 last_checked: 1779032115.635995 @@ -284821,8 +295913,8 @@ https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-a v2_locations: - azure.md year: N/A - addition_method: manual https://www.returngis.net/2023/04/monitorizar-aplicacion-java-con-spring-boot-con-azure-application-insights: + addition_method: manual content_hash: 6997e7b4a2682a48c0a1c81c8fd1f5daa205e76b579fec3369a62d1b78705a77 description: '' health_score: 100.0 @@ -284839,8 +295931,8 @@ https://www.returngis.net/2023/04/monitorizar-aplicacion-java-con-spring-boot-co v2_locations: - azure.md year: N/A - addition_method: manual https://www.returngis.net/2023/05/desplegar-agic-en-aks-utilizando-workload-identity: + addition_method: manual ai_summary: 'Guía práctica para migrar el controlador de entrada AGIC de AKS hacia Azure AD Workload Identity. Reemplaza el uso inseguro de secretos persistentes con identidades federadas y cuentas de servicio con privilegios mínimos. @@ -284871,8 +295963,8 @@ https://www.returngis.net/2023/05/desplegar-agic-en-aks-utilizando-workload-iden v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.returngis.net/2023/05/exponer-apis-en-aks-a-traves-de-azure-api-management: + addition_method: manual ai_summary: 'Muestra cómo establecer de manera segura una capa de Azure API Management (APIM) delante de un clúster de AKS. Aborda la comunicación de red privada, el uso de Ingress y el control granular de políticas de consumo de API. @@ -284903,8 +295995,8 @@ https://www.returngis.net/2023/05/exponer-apis-en-aks-a-traves-de-azure-api-mana v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops: + addition_method: manual ai_summary: A technical guide written in Spanish demonstrating how to dynamically configure, install, and leverage the Java 23 SDK runtime inside Azure DevOps build pipelines, using modern Microsoft-hosted and self-hosted runner strategies. [SPANISH @@ -284937,8 +296029,8 @@ https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure - java_app_servers.md - azure.md year: N/A - addition_method: manual https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops: + addition_method: manual ai_summary: A practical guide explaining the installation and automated orchestration of Dependabot-style dependency scanning and automated PR version updates within Azure DevOps repositories. Written in Spanish. [SPANISH CONTENT] @@ -284969,9 +296061,9 @@ https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops: - kubernetes.md - azure.md year: N/A - addition_method: manual ? https://www.reuters.com/article/us-ibm-divestiture/ibm-to-break-up-109-year-old-company-to-focus-on-cloud-growth-idUSKBN26T1TZ -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779032734.148052 @@ -284985,8 +296077,8 @@ https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops: v2_locations: - ibm_cloud.md year: N/A - addition_method: manual https://www.revenuecat.com/blog/engineering/replicating-a-postgresql-cluster-to-redshift: + addition_method: manual ai_summary: Curator Insight presents RevenueCat's engineering experience replicating high-throughput transactional Postgres databases into AWS Redshift. Live Grounding evaluates the trade-offs of AWS DMS, custom streaming code, and data synchronization @@ -285009,8 +296101,8 @@ https://www.revenuecat.com/blog/engineering/replicating-a-postgresql-cluster-to- v2_locations: - aws-databases.md year: '2020' - addition_method: manual https://www.revenuecat.com/blog/replicating-a-postgresql-cluster-to-redshift: + addition_method: manual content_hash: 07e47084b744cd02817de2f7a666ae03ebff46db63a3d32911f22f154cf41f94 description: '' health_score: 100.0 @@ -285021,8 +296113,8 @@ https://www.revenuecat.com/blog/replicating-a-postgresql-cluster-to-redshift: v1_locations: - docs/aws-databases.md year: N/A - addition_method: manual https://www.revistacloudcomputing.com/2020/09/los-mejores-proveedores-de-kubernetes: + addition_method: manual content_hash: 6b545f61d7675935df3b4a2b9f2631f618bd420557cc9484757c4e5123563b40 description: '' health_score: 100.0 @@ -285038,8 +296130,8 @@ https://www.revistacloudcomputing.com/2020/09/los-mejores-proveedores-de-kuberne v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.rexegg.com/regex-tricks.php: + addition_method: manual ai_summary: A deep dive into non-standard regex constructs, efficiency shortcuts, and engine-specific quirks. Useful for developers trying to optimize text extraction patterns across distinct processing runtimes. @@ -285061,8 +296153,8 @@ https://www.rexegg.com/regex-tricks.php: v2_locations: - linux.md year: '2023' - addition_method: manual https://www.ringcentral.co.uk/gb/en/blog/definitions/cloud-management: + addition_method: manual content_hash: 6f8c1c1ec790849b4aeb943a2d7ca47319c5b5a3485e8bd8f2c84012fdc78032 description: '' health_score: 100.0 @@ -285073,8 +296165,8 @@ https://www.ringcentral.co.uk/gb/en/blog/definitions/cloud-management: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.ringcentral.co.uk/gb/en/blog/definitions/software-as-a-service-saas: + addition_method: manual content_hash: c6d6ce7d02faf9de5870a656377aa71947e9aa33b4d8876658d5c7b604f7342f description: '' health_score: 100.0 @@ -285085,8 +296177,8 @@ https://www.ringcentral.co.uk/gb/en/blog/definitions/software-as-a-service-saas: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.ringcentral.com/gb/en/blog/definitions/cloud-management: + addition_method: manual content_hash: 262c16456409a51330255580987c97630110aa25711bbd5cc59d88beb5fc0f79 health_score: 100.0 last_checked: 1779130495.019052 @@ -285097,8 +296189,8 @@ https://www.ringcentral.com/gb/en/blog/definitions/cloud-management: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.ringcentral.com/gb/en/blog/definitions/software-as-a-service-saas: + addition_method: manual content_hash: 59b1c1535903a930c34671970963d62dcc022211693de0414fd9822fd9d4bbc1 health_score: 100.0 last_checked: 1779130494.930987 @@ -285109,8 +296201,8 @@ https://www.ringcentral.com/gb/en/blog/definitions/software-as-a-service-saas: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.rocket.chat: + addition_method: manual content_hash: ef8df1b549dc666558ab1f9ec550767143c2a23ae6398821be2cb536e37fa262 health_score: 100.0 last_checked: 1779130494.994566 @@ -285122,8 +296214,8 @@ https://www.rocket.chat: - docs/workfromhome.md v2_locations: - workfromhome.md - addition_method: manual https://www.rogerperkin.co.uk/network-automation/pyats/pyats-genie-tutorial: + addition_method: manual content_hash: d4e3b40cfbfad5530431f2c90a7f678e791ebda23de8acd7f689968d5faeba80 description: '' health_score: 100.0 @@ -285139,8 +296231,8 @@ https://www.rogerperkin.co.uk/network-automation/pyats/pyats-genie-tutorial: v2_locations: - python.md year: N/A - addition_method: manual https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021: + addition_method: manual content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3 description: '' health_score: 100.0 @@ -285152,8 +296244,8 @@ https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-development-machines-part-5: + addition_method: manual content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3 description: '' health_score: 100.0 @@ -285164,8 +296256,8 @@ https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-developmen v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-part-2: + addition_method: manual content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3 description: '' health_score: 100.0 @@ -285176,8 +296268,8 @@ https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-part-2: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-part-3: + addition_method: manual content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3 description: '' health_score: 100.0 @@ -285188,8 +296280,8 @@ https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-part-3: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-part-4: + addition_method: manual content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3 description: '' health_score: 100.0 @@ -285200,8 +296292,8 @@ https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-part-4: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://www.rookout.com/blog/how-real-time-debugging-improves-reliability: + addition_method: manual content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3 description: '' health_score: 100.0 @@ -285212,8 +296304,8 @@ https://www.rookout.com/blog/how-real-time-debugging-improves-reliability: v1_locations: - docs/qa.md year: N/A - addition_method: manual https://www.rookout.com/blog/kubernetes-application-debugging: + addition_method: manual content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3 description: '' health_score: 100.0 @@ -285224,8 +296316,8 @@ https://www.rookout.com/blog/kubernetes-application-debugging: v1_locations: - docs/kubernetes-troubleshooting.md year: N/A - addition_method: manual https://www.rookout.com/blog/lessons-learned-when-building-a-kubernetes-operator: + addition_method: manual content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3 description: '' health_score: 100.0 @@ -285236,8 +296328,8 @@ https://www.rookout.com/blog/lessons-learned-when-building-a-kubernetes-operator v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.root.io: + addition_method: manual content_hash: 2791284f0ec5e263412630b5c2f8877a9f5fb1ff738ecde861511c2f09935f44 health_score: 100.0 last_checked: 1779130494.942028 @@ -285248,14 +296340,14 @@ https://www.root.io: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://www.root.io/blog/automatically-reduce-docker-container-size-using-dockerslim.html: + addition_method: manual health_score: 64.0 last_checked: 1779130494.987971 v1_locations: - docs/docker.md - addition_method: manual https://www.root.io/docs/docker-desktop-extension.html: + addition_method: manual health_score: 64.0 last_checked: 1779130495.031764 review_metadata: @@ -285266,8 +296358,8 @@ https://www.root.io/docs/docker-desktop-extension.html: status: review_required v1_locations: - docs/docker.md - addition_method: manual https://www.rratliff.com/gradle-cheat-sheet: + addition_method: manual content_hash: ea244a93daa4aed6818f7d683a7b76fdb3a81f1153f54ac6141848c628235a4e description: '' health_score: 100.0 @@ -285283,8 +296375,8 @@ https://www.rratliff.com/gradle-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.rtinsights.com/implementing-zero-trust-for-kubernetes: + addition_method: manual ai_summary: Examines how to translate generic Zero-Trust principles into actionable Kubernetes controls. Focuses on orchestrating least-privilege service-to-service communication, mutual TLS (mTLS) enforcement, continuous authentication of container @@ -285313,22 +296405,22 @@ https://www.rtinsights.com/implementing-zero-trust-for-kubernetes: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.rtve.es/play/videos/redes/redes-claves-para-enfrentarse-mundo-hoy-vo/1714674: + addition_method: manual content_hash: 27b2b1cae59b6a7e5d7d08573796c41848bd3d1ba867df98592862ae6bca56a6 health_score: 100.0 last_checked: 1779033170.681282 v1_locations: - docs/about.md - addition_method: manual https://www.rtve.es/play/videos/redes/redes-claves-para-enfrentarse-mundo-hoy/1714673: + addition_method: manual content_hash: c18bdd5ba7aee7cb6868ded2257d8381f496c70f7ec3b52c8cef0bd6d39f4f79 health_score: 100.0 last_checked: 1779029166.056368 v1_locations: - docs/about.md - addition_method: manual https://www.rudderstack.com: + addition_method: manual ai_summary: 'An enterprise-grade Customer Data Platform (CDP) designed specifically for developers, serving as a specialized iPaaS for telemetry and event streaming. @@ -285355,8 +296447,8 @@ https://www.rudderstack.com: v2_locations: - message-queue.md year: '2026' - addition_method: manual https://www.rultor.com: + addition_method: manual content_hash: 4ff8d767963893ef371631502199a492ed95afcdb32f37769c677b4e1cf55298 health_score: 100.0 last_checked: 1779031555.004618 @@ -285368,8 +296460,8 @@ https://www.rultor.com: - docs/git.md v2_locations: - git.md - addition_method: manual https://www.saaras.io/blog/leverage-open-source-oss-derive-insights-grafana-prometheus: + addition_method: manual content_hash: 46a7e8fc55d8055284b5919c24db49f1bf2458d3acb9f71d8808daf5056f6e0c health_score: 100.0 last_checked: 1779130494.936164 @@ -285380,8 +296472,8 @@ https://www.saaras.io/blog/leverage-open-source-oss-derive-insights-grafana-prom - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.salaboy.com/2022/01/29/event-driven-applications-with-cloudevents-on-kubernetes: + addition_method: manual ai_summary: Explains how the CNCF CloudEvents specification standardizes event metadata format across distinct systems. It integrates CloudEvents within Kubernetes architectures using tools like Knative Eventing. This provides an excellent overview of building @@ -285405,8 +296497,8 @@ https://www.salaboy.com/2022/01/29/event-driven-applications-with-cloudevents-on v2_locations: - message-queue.md year: '2022' - addition_method: manual https://www.salaboy.com/2022/08/03/building-platforms-on-top-of-kubernetes-vcluster-and-crossplane: + addition_method: manual content_hash: a25b0d6dded62bd552d350776a6598c5c595c54936cd76fd6715189764c60ee2 health_score: 100.0 last_checked: 1779130495.019448 @@ -285418,8 +296510,8 @@ https://www.salaboy.com/2022/08/03/building-platforms-on-top-of-kubernetes-vclus - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://www.salaboy.com/2022/11/28/the-challenges-of-platform-building-on-top-of-kubernetes-4-4: + addition_method: manual content_hash: 9771022ea5183c03a034777d931b4795ae416440819a72f082ece9008adabf39 health_score: 100.0 last_checked: 1779130495.008098 @@ -285431,8 +296523,8 @@ https://www.salaboy.com/2022/11/28/the-challenges-of-platform-building-on-top-of - docs/devops.md v2_locations: - devops.md - addition_method: manual https://www.salesforceben.com/5-devops-concepts-you-need-to-know: + addition_method: manual content_hash: 45a6253541987583969cb50c5b6dcfe1228b6b01a61d507cf6d87a687d6185e3 description: '' health_score: 100.0 @@ -285448,9 +296540,9 @@ https://www.salesforceben.com/5-devops-concepts-you-need-to-know: v2_locations: - devops.md year: N/A - addition_method: manual ? https://www.satishchandragupta.com/tech/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud.html -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029472.518097 @@ -285463,8 +296555,8 @@ https://www.salesforceben.com/5-devops-concepts-you-need-to-know: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.scalablepath.com: + addition_method: manual ai_summary: Technical talent agency that matches software developers, architects, and UI/UX designers with companies seeking remote scaling assistance. complexity: Intermediate @@ -285490,8 +296582,8 @@ https://www.scalablepath.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.scaledagileframework.com/devops: + addition_method: manual content_hash: 962f268ce840f0e76959968647d6e711def3a59026da4361c1ce6181468f2f31 description: '' health_score: 100.0 @@ -285506,8 +296598,8 @@ https://www.scaledagileframework.com/devops: v2_locations: - devops.md year: N/A - addition_method: manual https://www.scaleway.com: + addition_method: manual content_hash: 355fb606fbd96699748a8ba1591f42644757b43b100a451f9bc5df8798ce254d description: '' health_score: 100.0 @@ -285518,8 +296610,8 @@ https://www.scaleway.com: v1_locations: - docs/scaleway.md year: N/A - addition_method: manual https://www.scaleway.com/en/blog/how-to-deploy-and-distribute-the-workload-on-a-multi-cloud-kubernetes-environment: + addition_method: manual content_hash: e5c017c80367b8791d621176735c5e47b638060a049038f6a7873aa01b6cd16a health_score: 100.0 last_checked: 1779130495.013553 @@ -285531,8 +296623,8 @@ https://www.scaleway.com/en/blog/how-to-deploy-and-distribute-the-workload-on-a- - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.scaleway.com/en/blog/saas-multi-tenant-vs-multi-instance-architectures: + addition_method: manual content_hash: 0ebf410c20512ed0ba030a2d2f026dda88549a9f2db3c669c0d5041b051455d5 health_score: 100.0 last_checked: 1779130494.938493 @@ -285544,8 +296636,8 @@ https://www.scaleway.com/en/blog/saas-multi-tenant-vs-multi-instance-architectur - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.scaleway.com/en/blog/understanding-kubernetes-autoscaling: + addition_method: manual content_hash: a2f8baa8ba06719113b44ad5dbbcce663b27fd9af10d033bd85e6096e4ea8254 health_score: 100.0 last_checked: 1779130495.032231 @@ -285557,8 +296649,8 @@ https://www.scaleway.com/en/blog/understanding-kubernetes-autoscaling: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://www.scaleway.com/en/en: + addition_method: manual health_score: 100.0 last_checked: 1779130495.005963 status: online @@ -285568,8 +296660,8 @@ https://www.scaleway.com/en/en: - 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openshift.md year: N/A - addition_method: manual https://www.schabell.org/2020/06/cloud-native-development-on-local-containers.html: + addition_method: manual content_hash: dd07e54c6d67f9828197be0de6407af57e81b3a964bdfaf28ca9506139d6c8fc description: '' health_score: 100.0 @@ -285626,8 +296718,8 @@ https://www.schabell.org/2020/06/cloud-native-development-on-local-containers.ht v1_locations: - docs/openshift.md year: N/A - addition_method: manual https://www.schabell.org/2020/09/how-to-setup-openshift-container-platform-45.html: + addition_method: manual content_hash: 139c5dd2cdc6fcd9bafc55c8dc13e8a0af92c4485f8e4569bb24fce57b709e3e description: '' health_score: 100.0 @@ -285644,8 +296736,8 @@ https://www.schabell.org/2020/09/how-to-setup-openshift-container-platform-45.ht v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.schabell.org/2020/10/codeready-containers-building-cloud-native-hr-process.html: + addition_method: manual content_hash: 59b56a072d33c5a22f6e05d256301b1f6ef9597b11ae8cf8535b75ec630c450b description: '' health_score: 100.0 @@ -285662,8 +296754,8 @@ https://www.schabell.org/2020/10/codeready-containers-building-cloud-native-hr-p v2_locations: - demos.md year: N/A - addition_method: manual https://www.schabell.org/2021/03/codeready-containers-howto-setup-openshift-47-on-local-machine.html: + addition_method: manual content_hash: dc0ace2a94e00d1d8a052cf346716d5a5f721f0b71a58d61cba41b9461327747 description: '' health_score: 100.0 @@ -285680,8 +296772,8 @@ https://www.schabell.org/2021/03/codeready-containers-howto-setup-openshift-47-o v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.scholarhat.com/tutorial/docker/kubernetes-vs-docker-analyzing-the-differences: + addition_method: manual ai_summary: Clears up the core differences between the Docker runtime engine and Kubernetes, helping engineers understand how their roles differ in containerized architectures. @@ -285702,8 +296794,8 @@ https://www.scholarhat.com/tutorial/docker/kubernetes-vs-docker-analyzing-the-di v2_locations: - kubernetes-alternatives.md year: '2022' - addition_method: manual https://www.scribd.com/document/207247675/PEP-8-Cheatsheet-2009: + addition_method: manual content_hash: 32ed63159c77e21ee19ca1b9aa3213ccf0218eb59539560b132a8e68ef0e18ea health_score: 100.0 last_checked: 1779130494.991511 @@ -285714,8 +296806,8 @@ https://www.scribd.com/document/207247675/PEP-8-Cheatsheet-2009: - 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kubernetes.md year: N/A - addition_method: manual https://www.signadot.com/blog/sandboxes-in-kubernetes-using-opentelemetry: + addition_method: manual content_hash: b9fc9830dcfa48f2c095ce250e92e11647d7804bf61927b706291190fec5c728 description: '' health_score: 100.0 @@ -286283,8 +297375,8 @@ https://www.signadot.com/blog/sandboxes-in-kubernetes-using-opentelemetry: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.sigstore.dev: + addition_method: manual ai_summary: The premier open-source system for cryptographic artifact signing and public ledger verification. 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Contrast: Curator Insight treats it as a corporate marketing asset, while Live Grounding demonstrates that the @@ -287479,8 +298571,8 @@ https://www.softwebsolutions.com/resources/devops-security-tools-benefits: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.softwebsolutions.com/resources/devops-security-tools-benefits.html: + addition_method: manual content_hash: 013b11e07c5b85038e780dc1413848ebcd94f3126123d3e738df69fa817185d3 description: '' health_score: 100.0 @@ -287491,8 +298583,8 @@ https://www.softwebsolutions.com/resources/devops-security-tools-benefits.html: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.softwebsolutions.com/resources/multi-cloud-adoption-strategy: + addition_method: manual content_hash: c86983445f97b0b36737207e1f57a85176e8f95f44c014036aa9a7c1a6fa649c health_score: 100.0 last_checked: 1779130494.993542 @@ -287503,8 +298595,8 @@ https://www.softwebsolutions.com/resources/multi-cloud-adoption-strategy: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.softwebsolutions.com/resources/multi-cloud-adoption-strategy.html: + addition_method: manual content_hash: 42510faa90cd99d509e29edf0894a30ef97686dc3725183a6e019e0b50d647c4 description: '' health_score: 100.0 @@ -287515,8 +298607,8 @@ https://www.softwebsolutions.com/resources/multi-cloud-adoption-strategy.html: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jetbrains: + addition_method: manual content_hash: d0398f8d8790ce8b49efed77a8d1eec7d9bd6381f2cc0b387402a7c0f7895f3c description: '' health_score: 100.0 @@ -287532,8 +298624,8 @@ https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jet v2_locations: - visual-studio.md year: N/A - addition_method: manual https://www.softzone.es/noticias/windows/por-que-interesa-usar-powershell-lugar-cmd: + addition_method: manual content_hash: ec20419d9dc3f3a0b38b323e57c44bd5fc696d2a41001284b7568a3312d4df0e description: '' health_score: 100.0 @@ -287549,8 +298641,8 @@ https://www.softzone.es/noticias/windows/por-que-interesa-usar-powershell-lugar- v2_locations: - azure.md year: N/A - addition_method: manual https://www.solo.io/blog: + addition_method: manual ai_summary: A guide detailing useful debugging utilities and CLI tools for validating and diagnosing Istio configuration sets. Explains how to leverage 'istioctl' diagnostics, debug configuration states, and inspect direct Envoy configuration mappings to @@ -287576,8 +298668,8 @@ https://www.solo.io/blog: - developerportals.md - istio.md year: '2021' - addition_method: manual https://www.solo.io/blog/amazon-eks-anywhere-and-solo-istio: + addition_method: manual ai_summary: Analyzes the integration of enterprise-grade Solo.io Istio setups with Amazon EKS Anywhere. It details the setup of cross-environment service mesh networks that span from local physical data centers into public AWS EKS. This enables unified @@ -287605,8 +298697,8 @@ https://www.solo.io/blog/amazon-eks-anywhere-and-solo-istio: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.solo.io/blog/configuration-as-data-gitops-and-controllers-its-not-simple-for-multi-cluster: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287618,8 +298710,8 @@ https://www.solo.io/blog/configuration-as-data-gitops-and-controllers-its-not-si v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.solo.io/blog/exploring-cilium-layer-7-capabilities-compared-to-istio: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287630,8 +298722,8 @@ https://www.solo.io/blog/exploring-cilium-layer-7-capabilities-compared-to-istio v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://www.solo.io/blog/glooops-progressive-delivery-the-gitops-way: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287642,8 +298734,8 @@ https://www.solo.io/blog/glooops-progressive-delivery-the-gitops-way: v1_locations: - docs/gitops.md year: N/A - addition_method: manual https://www.solo.io/blog/identity-federation-for-multi-cluster-kubernetes-and-service-mesh: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287655,8 +298747,8 @@ https://www.solo.io/blog/identity-federation-for-multi-cluster-kubernetes-and-se - docs/istio.md - docs/servicemesh.md year: N/A - addition_method: manual https://www.solo.io/blog/introducing-gloo-federation-for-multi-cluster-management: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287667,8 +298759,8 @@ https://www.solo.io/blog/introducing-gloo-federation-for-multi-cluster-managemen v1_locations: - docs/developerportals.md year: N/A - addition_method: manual https://www.solo.io/blog/istio-multi-cluster-on-red-hat-openshift-with-gloo-mesh: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287679,8 +298771,8 @@ https://www.solo.io/blog/istio-multi-cluster-on-red-hat-openshift-with-gloo-mesh v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.solo.io/blog/istios-networking-in-depth: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287692,8 +298784,8 @@ https://www.solo.io/blog/istios-networking-in-depth: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.solo.io/blog/navigating-istio-config-toolkit: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287704,8 +298796,8 @@ https://www.solo.io/blog/navigating-istio-config-toolkit: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.solo.io/blog/ode-to-istio: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287716,8 +298808,8 @@ https://www.solo.io/blog/ode-to-istio: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.solo.io/blog/step-by-step-datastax-cassandra-with-istio-and-sni-routing: + addition_method: manual content_hash: 772a18c1cf21589ddf074569805ebeb85891cc4aa8b2cdd404c6150ebd392641 description: '' health_score: 100.0 @@ -287728,8 +298820,8 @@ https://www.solo.io/blog/step-by-step-datastax-cassandra-with-istio-and-sni-rout v1_locations: - docs/nosql.md year: N/A - addition_method: manual https://www.solo.io/blog/the-3-best-ways-to-use-flux-and-flagger-for-gitops-with-your-envoy-proxy-api-gateways: + addition_method: manual content_hash: 6139f7be356970624f383b76947c3ef5df834dee6c96961e21018c4f243382d1 description: '' health_score: 100.0 @@ -287746,8 +298838,8 @@ https://www.solo.io/blog/the-3-best-ways-to-use-flux-and-flagger-for-gitops-with v2_locations: - flux.md year: N/A - addition_method: manual https://www.solo.io/blog/the-evolution-of-vm-support-in-istio-1-8-with-video: + addition_method: manual content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5 description: '' health_score: 100.0 @@ -287758,14 +298850,14 @@ https://www.solo.io/blog/the-evolution-of-vm-support-in-istio-1-8-with-video: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.solo.io/blog/tutorial-gloo-integration-with-keycloak: + addition_method: manual health_score: 80.0 last_checked: 1779034038.315598 v1_locations: - docs/developerportals.md - addition_method: manual https://www.solo.io/blog/tutorial-rate-limiting-of-service-requests-in-istio-service-mesh: + addition_method: manual ai_summary: An in-depth architectural guide on implementing rate limiting policies within an Istio service mesh topology. Explains the integration of Envoy's rate-limiting service with Istio's custom resource definitions. Provides concrete configuration @@ -287796,8 +298888,8 @@ https://www.solo.io/blog/tutorial-rate-limiting-of-service-requests-in-istio-ser v2_locations: - istio.md year: N/A - addition_method: manual https://www.solo.io/blog/upgrading-istio-without-downtime: + addition_method: manual ai_summary: A mission-critical operational guide for performing seamless, zero-downtime upgrades of the Istio service mesh in production environments. Details the canary upgrade process (revision tags) for both the control plane (istiod) and long-running @@ -287827,8 +298919,8 @@ https://www.solo.io/blog/upgrading-istio-without-downtime: v2_locations: - istio.md year: N/A - addition_method: manual https://www.solo.io/blog/why-the-control-plane-matters: + addition_method: manual content_hash: 997eb28647933649d11c3e6bc86b8cc2e0756c850fb1938df008653462653eda description: '' health_score: 100.0 @@ -287845,8 +298937,8 @@ https://www.solo.io/blog/why-the-control-plane-matters: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.sonarqube.org: + addition_method: manual content_hash: d74d014adf4c41c400fe2e7581dc0d8e8b2ce9f78ecccb5a8d33acef90ac6772 description: '' health_score: 100.0 @@ -287857,8 +298949,8 @@ https://www.sonarqube.org: v1_locations: - docs/sonarqube.md year: N/A - addition_method: manual https://www.sonarsource.com/products/sonarqube: + addition_method: manual ai_summary: The leading platform for continuous inspection of code quality, executing automatic reviews with static analysis of code to detect bugs, security vulnerabilities, and code smells across 30+ programming languages. @@ -287880,8 +298972,8 @@ https://www.sonarsource.com/products/sonarqube: v2_locations: - sonarqube.md year: '2026' - addition_method: manual https://www.sonatype.com/blog/achieving-ci/cd-with-kubernetes: + addition_method: manual ai_summary: Dives deep into the engineering prerequisites and conceptual framework necessary to execute robust CI/CD within a native Kubernetes topology. Details image validation, vulnerability scanning, registry integrations, and declarative @@ -287903,8 +298995,8 @@ https://www.sonatype.com/blog/achieving-ci/cd-with-kubernetes: v2_locations: - cicd.md year: '2022' - addition_method: manual https://www.sonatype.com/blog/new-cloud-native-ci/cd-projects-openshift-and-tekton: + addition_method: manual content_hash: 939707c47ef9986547434486a41fb5ec6e0f0088f890f5b40bb335bf626953fe health_score: 100.0 last_checked: 1779130495.020667 @@ -287916,8 +299008,8 @@ https://www.sonatype.com/blog/new-cloud-native-ci/cd-projects-openshift-and-tekt - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://www.sonatype.com/blog/python-packages-upload-your-aws-keys-env-vars-secrets-to-web: + addition_method: manual ai_summary: Documents malicious supply chain campaigns targeting Python package repositories to harvest cloud credentials and environment configuration variables. Illustrates the architectural risk of unverified transitive dependencies and outlines @@ -287941,8 +299033,8 @@ https://www.sonatype.com/blog/python-packages-upload-your-aws-keys-env-vars-secr v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.sonatype.com/blog/using-sonatype-nexus-repository-3-part-3-docker-images: + addition_method: manual ai_summary: The third segment in Sonatype's setup series, illustrating container hosting paradigms, private Docker registry configurations, and the setup of secure local proxy repositories. @@ -287964,8 +299056,8 @@ https://www.sonatype.com/blog/using-sonatype-nexus-repository-3-part-3-docker-im v2_locations: - registries.md year: '2021' - addition_method: manual https://www.sonatype.com/nexus-repository-oss: + addition_method: manual content_hash: 5c8c3b4379a53f4772a2eb70e1b6d2db0c3280eedf8bb2879eb245f8aa0c6084 description: '' health_score: 100.0 @@ -287976,8 +299068,8 @@ https://www.sonatype.com/nexus-repository-oss: v1_locations: - docs/registries.md year: N/A - addition_method: manual https://www.sonatype.com/products/sonatype-nexus-repository: + addition_method: manual ai_summary: The main landing page for Sonatype Nexus Repository Manager, a universal artifact engine supporting major formats including npm, PyPI, Maven, and OCI containers. It plays a critical role in secure software supply chains. @@ -287998,8 +299090,8 @@ https://www.sonatype.com/products/sonatype-nexus-repository: v2_locations: - registries.md year: '2026' - addition_method: manual https://www.sourcetreeapp.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -288014,8 +299106,8 @@ https://www.sourcetreeapp.com: v2_locations: - git.md year: N/A - addition_method: manual https://www.spec-india.com/blog: + addition_method: manual content_hash: c829455d531c084e759e7485fb7fbab93914bee443f4ce3c707ec650065cba97 health_score: 100.0 last_checked: 1779130494.999809 @@ -288027,8 +299119,8 @@ https://www.spec-india.com/blog: - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.spec-india.com/blog/kubernetes-vs-openshift: + addition_method: manual content_hash: 5b7ce938b6b3ba4d0aa2639c8100c21124ed2b7dcf04129313f2278926f570a1 description: '' health_score: 100.0 @@ -288039,8 +299131,8 @@ https://www.spec-india.com/blog/kubernetes-vs-openshift: v1_locations: - docs/introduction.md year: N/A - addition_method: manual https://www.spectrocloud.com/blog/deploying-complex-infrastructure-with-a-terraform-state-machine: + addition_method: manual content_hash: 4b661304e3ddd7b617f5066cd02df48fa74ebfbf4852cab9b0ef3b6a41ab7d8f description: '' health_score: 100.0 @@ -288057,8 +299149,8 @@ https://www.spectrocloud.com/blog/deploying-complex-infrastructure-with-a-terraf v2_locations: - terraform.md year: N/A - addition_method: manual https://www.spectrocloud.com/blog/kubernetes-security-best-practices-5-easy-ways-to-cut-risk: + addition_method: manual ai_summary: 'Curator Insight: Architectural guide targeting five foundational risk-reduction vectors. Live Grounding: Emphasizes simple steps like node OS patching, configuration drift detection, and early pipeline policy enforcement.' @@ -288086,8 +299178,8 @@ https://www.spectrocloud.com/blog/kubernetes-security-best-practices-5-easy-ways v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.spiceworks.com/tech/cloud/articles/how-to-get-started-with-kubernetes: + addition_method: manual content_hash: 45293e78f7ce62fdda7a9501a0c24eea9f8074bfc9b8acfdc1a5ae9cd3f7d0e9 description: '' health_score: 100.0 @@ -288103,8 +299195,8 @@ https://www.spiceworks.com/tech/cloud/articles/how-to-get-started-with-kubernete v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.spinnaker.io: + addition_method: manual content_hash: 4b1f96ea6e0765720c5fc86532e2f0dfd46609f6f15abc2ab5625cea213bf86b description: '' health_score: 100.0 @@ -288115,8 +299207,8 @@ https://www.spinnaker.io: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://www.split.io/glossary/progressive-delivery: + addition_method: manual content_hash: 3e5daf3a8f9ccdecc04c3c43e68bb4110d9806f70bd0247525c91cace8ca6f13 description: '' health_score: 100.0 @@ -288127,8 +299219,8 @@ https://www.split.io/glossary/progressive-delivery: v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html: + addition_method: manual ai_summary: Originally published by VictorOps (now acquired by Splunk as Splunk On-Call), this guide provides a direct comparison between Trunk-Based Development and GitFlow. It outlines the operational trade-offs between stability-centric @@ -288151,8 +299243,8 @@ https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html: - git.md - devops-tools.md year: '2020' - addition_method: manual https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics: + addition_method: manual content_hash: 1669f46a883af58e2b8ad70ba394dcf03524f329ffa8574f6996a4cb435f73a0 health_score: 100.0 last_checked: 1779130495.015497 @@ -288170,8 +299262,8 @@ https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics: - devops.md - kubernetes-autoscaling.md - monitoring.md - addition_method: manual https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics/blog/an-introduction-to-kubernetes-finops: + addition_method: manual content_hash: b2f7b3e5e38ea3cefedec6df022dbdf650ccdb55f8a5f5bb2a68ee7b68f00337 health_score: 100.0 last_checked: 1779130495.004466 @@ -288183,8 +299275,8 @@ https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics/blog/ - docs/finops.md v2_locations: - finops.md - addition_method: manual https://www.sqlrevisited.com/2022/03/mysql-vs-postgresql-pros-and-cons.html: + addition_method: manual content_hash: 7aaad3092005a320b2aab77362b19462f72e795071ef3c99111596f2bb3045f3 health_score: 100.0 last_checked: 1779130494.985423 @@ -288196,8 +299288,8 @@ https://www.sqlrevisited.com/2022/03/mysql-vs-postgresql-pros-and-cons.html: - docs/databases.md v2_locations: - databases.md - addition_method: manual https://www.sqlservercentral.com/articles/chaos-engineering-in-azure: + addition_method: manual content_hash: 42a5b41942726fe5da84ae552bbaefce3097f22eefcd534830d8345dd45e2c54 description: '' health_score: 100.0 @@ -288208,8 +299300,8 @@ https://www.sqlservercentral.com/articles/chaos-engineering-in-azure: v1_locations: - docs/chaos-engineering.md year: N/A - addition_method: manual https://www.sqlservercentral.com/articles/powershell-day-by-day-adding-help-to-scripts: + addition_method: manual content_hash: 4c13b1425a9e79d1a563bbaacf0251d42624797cc4ccf2ac56493854d96a0229 description: '' health_score: 100.0 @@ -288225,8 +299317,8 @@ https://www.sqlservercentral.com/articles/powershell-day-by-day-adding-help-to-s v2_locations: - azure.md year: N/A - addition_method: manual https://www.sqlshack.com/6-reasons-why-you-cant-have-devops-without-test-automation: + addition_method: manual content_hash: 2392d2e9b386182155d345d04cdf24894b2210fefb20336e4950ccbc997d7ecd description: '' health_score: 100.0 @@ -288243,8 +299335,8 @@ https://www.sqlshack.com/6-reasons-why-you-cant-have-devops-without-test-automat v2_locations: - devops.md year: N/A - addition_method: manual https://www.sqlshack.com/sql-database-on-kubernetes-considerations-and-best-practices: + addition_method: manual content_hash: 28362c7d372899a9594b57882e4586e084d988d9a5c0dea971ccaeb9d29e67ad description: '' health_score: 100.0 @@ -288261,8 +299353,8 @@ https://www.sqlshack.com/sql-database-on-kubernetes-considerations-and-best-prac v2_locations: - databases.md year: N/A - addition_method: manual https://www.sqltutorial.org/sql-cheat-sheet: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -288276,8 +299368,8 @@ https://www.sqltutorial.org/sql-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.squadcast.com/blog/kyverno-policy-management-in-kubernetes: + addition_method: manual content_hash: fdb25e21eeca8b90dd0b766e915deba7ddf0d95201feb2927a9f38e29982a26d description: '' health_score: 100.0 @@ -288293,8 +299385,8 @@ https://www.squadcast.com/blog/kyverno-policy-management-in-kubernetes: v2_locations: - securityascode.md year: N/A - addition_method: manual https://www.stackrox.com: + addition_method: manual content_hash: aff76b12ba220561887247977110d08e82ceac3b88fd9303ea6b19bd7ae5c4a7 description: '' health_score: 100.0 @@ -288305,8 +299397,8 @@ https://www.stackrox.com: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.stackrox.com/post/2019/09/amazon-eks-security-best-practices: + addition_method: manual content_hash: 4fc3ae4b64e6b0c680a18f8a5ab89e46f9214c32dd7e0dd67d0d48c08e2548e0 description: '' health_score: 100.0 @@ -288317,8 +299409,8 @@ https://www.stackrox.com/post/2019/09/amazon-eks-security-best-practices: v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.stackrox.com/post/2020/01/kubernetes-networking-demystified: + addition_method: manual content_hash: 9c2960af1ac51780e337dfe7227d7b51bb3a0a2fcce980a17a4b2a6b78b989e0 description: '' health_score: 100.0 @@ -288333,8 +299425,8 @@ https://www.stackrox.com/post/2020/01/kubernetes-networking-demystified: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.stackrox.com/post/2020/02/eks-vs-gke-vs-aks: + addition_method: manual ai_summary: High-fidelity evaluation criteria for the three largest cloud-managed Kubernetes platforms. Analyzes security controls, active network policies, and identity access management capabilities. @@ -288360,8 +299452,8 @@ https://www.stackrox.com/post/2020/02/eks-vs-gke-vs-aks: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.stackrox.com/post/2020/05/kubernetes-security-101: + addition_method: manual content_hash: 05036744612dd1b1cb57652b4e1c64741173d4ffcda5fbe5f9db87de8b163253 description: '' health_score: 100.0 @@ -288372,8 +299464,8 @@ https://www.stackrox.com/post/2020/05/kubernetes-security-101: v1_locations: - docs/kubernetes-security.md year: N/A - addition_method: manual https://www.stackrox.com/post/2021/01/part-1-rancher-kubernetes-engine-rke-security-best-practices-for-cluster-setup: + addition_method: manual content_hash: a649c780aa40f5b20eee7214a9175c3b862b6263c1872be7bb94560b72308dca description: '' health_score: 100.0 @@ -288390,8 +299482,8 @@ https://www.stackrox.com/post/2021/01/part-1-rancher-kubernetes-engine-rke-secur v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.stackrox.io/blog/amazon-eks-security-best-practices: + addition_method: manual ai_summary: Exhaustive architectural guide compiling key security recommendations for EKS. Addresses IAM integration, VPC configurations, network segmentation, and host vulnerability hardening. @@ -288412,8 +299504,8 @@ https://www.stackrox.io/blog/amazon-eks-security-best-practices: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.stackrox.io/blog/top-9-open-source-devsecops-tools-for-kubernetes: + addition_method: manual content_hash: c81aa7c68e9f0469f377ba3cdfe2c8f272e185f03f3d33fe2b1d0375b44afdc2 description: '' health_score: 100.0 @@ -288429,8 +299521,8 @@ https://www.stackrox.io/blog/top-9-open-source-devsecops-tools-for-kubernetes: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-ingress-basics: + addition_method: manual content_hash: 5f08e432d2d388bbda429c93e26c4dfc7c33b3e3b3fb5c4ecbbeb1dac7425411 description: '' health_score: 100.0 @@ -288441,9 +299533,9 @@ https://www.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-in v1_locations: - docs/managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual ? https://www.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline -: content_hash: e8d6e55a841d30372f6e8ca5441056259db7b7e39539943f6e77431b5fe95c42 +: addition_method: manual + content_hash: e8d6e55a841d30372f6e8ca5441056259db7b7e39539943f6e77431b5fe95c42 description: '' health_score: 100.0 last_checked: 1779029162.051421 @@ -288453,8 +299545,8 @@ https://www.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-in v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.starwindsoftware.com/blog/remove-a-kubernetes-namespace-blocked-with-terminating-status: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -288469,8 +299561,8 @@ https://www.starwindsoftware.com/blog/remove-a-kubernetes-namespace-blocked-with v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.stationx.net/hacking-tools-cheat-sheet: + addition_method: manual content_hash: 2b02080e4cbc1f5c9e9b74557a3e3412bb54885b048b7e359e1e08b642a8ee71 description: '' health_score: 100.0 @@ -288486,8 +299578,8 @@ https://www.stationx.net/hacking-tools-cheat-sheet: v2_locations: - cheatsheets.md year: N/A - addition_method: manual https://www.stevesmith.tech/blog/gitops-is-a-placebo: + addition_method: manual content_hash: 84f66db1559c9013a2a7634f247e423b1636bfa7bb1ef89d2ce6a719a15dd7b9 description: '' health_score: 100.0 @@ -288503,8 +299595,8 @@ https://www.stevesmith.tech/blog/gitops-is-a-placebo: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.stickyminds.com: + addition_method: manual content_hash: 37d5ac2c59329b352ecccb3e290cb1062b1c960e957fa0dad539ae160a0fed2c health_score: 100.0 last_checked: 1779130495.01297 @@ -288516,8 +299608,8 @@ https://www.stickyminds.com: - docs/iac.md v2_locations: - iac.md - addition_method: manual https://www.stitcher.com/podcast/amazon-web-services/aws-podcast: + addition_method: manual content_hash: ae67975d0e7feb45732adfe786b350b76a63b35eeecf5e0b0eb8399f2812a381 health_score: 100.0 last_checked: 1779030857.306321 @@ -288528,8 +299620,8 @@ https://www.stitcher.com/podcast/amazon-web-services/aws-podcast: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://www.storetasker.com: + addition_method: manual ai_summary: Outsource network specializing in connecting Shopify store owners and e-commerce enterprises with curated, pre-vetted developers and marketing experts. complexity: Intermediate @@ -288549,8 +299641,8 @@ https://www.storetasker.com: v2_locations: - freelancing.md year: '2022' - addition_method: manual https://www.storj.io/blog/integrating-decentralized-cloud-storage-with-duplicati: + addition_method: manual content_hash: 502b9ae54cffdc97265c0a11349f10ae89b177bcd5dc0e3bdb2f0bf41171e27d description: '' health_score: 100.0 @@ -288561,8 +299653,8 @@ https://www.storj.io/blog/integrating-decentralized-cloud-storage-with-duplicati v1_locations: - docs/kubernetes-storage.md year: N/A - addition_method: manual https://www.storj.io/cloud-object-storage: + addition_method: manual content_hash: dfa2a9a698b90137ffd39139ec92bc50196374fae1a02af0d7bacf660b0c4eb1 health_score: 100.0 last_checked: 1779130494.997271 @@ -288573,8 +299665,8 @@ https://www.storj.io/cloud-object-storage: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://www.sufle.io/blog/adopting-gitops-for-enhanced-operations: + addition_method: manual content_hash: 7f426f43a79e8185cca98ca008ea7bfe511aa7c1d3401dbbc84485d119d774d9 description: '' health_score: 100.0 @@ -288590,8 +299682,8 @@ https://www.sufle.io/blog/adopting-gitops-for-enhanced-operations: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.superawesome.com/blog/how-we-scale-our-kid-safe-technology-using-auto-scaling-on-kubernetes: + addition_method: manual content_hash: d3506eecedacbcd781fb81ae31800e9f925f99d8e00f07710d989244f0be6152 description: '' health_score: 100.0 @@ -288606,8 +299698,8 @@ https://www.superawesome.com/blog/how-we-scale-our-kid-safe-technology-using-aut v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.suse.com/c/intro-rancher-2-6-features: + addition_method: manual content_hash: ef79d24bdf13dd5b454432ed3b03e868e0589b56f8626de6cf47f38be6296c9a description: '' health_score: 100.0 @@ -288625,8 +299717,8 @@ https://www.suse.com/c/intro-rancher-2-6-features: v2_locations: - rancher.md year: N/A - addition_method: manual https://www.suse.com/c/nginx-guest-blog-kubernetes-ingress-controller: + addition_method: manual content_hash: 3bcbb272a5ac0f3402eca5a5942d22b33efc80f5696034f204869dd02b9c4741 description: '' health_score: 100.0 @@ -288642,16 +299734,16 @@ https://www.suse.com/c/nginx-guest-blog-kubernetes-ingress-controller: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.suse.com/c/rancher_blog/announcing-harvester-open-source-hyperconverged-infrastructure-hci-software: + addition_method: manual content_hash: b3cb1da94f00c225b79ced56157d00da388cf96205de4769c9eda9a3e7ca0821 health_score: 100.0 last_checked: 1779130494.969917 needs_ai_refresh: true v1_locations: - docs/rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/announcing-hosted-rancher-with-rancher-2-4: + addition_method: manual content_hash: 7da57a38bba2b7f06a3c6540019ad0006fc93ab1d291550d4b38e09af28147c0 health_score: 100.0 last_checked: 1779130494.977881 @@ -288663,8 +299755,8 @@ https://www.suse.com/c/rancher_blog/announcing-hosted-rancher-with-rancher-2-4: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/create-reproducible-security-in-kubernetes-with-helm-3-and-helm-charts: + addition_method: manual ai_summary: Technical security overview emphasizing reproducible chart security patterns using validation schemas, signed values, and limited-scope Service Accounts. complexity: Intermediate @@ -288686,8 +299778,8 @@ https://www.suse.com/c/rancher_blog/create-reproducible-security-in-kubernetes-w v2_locations: - helm.md year: '2020' - addition_method: manual https://www.suse.com/c/rancher_blog/custom-alerts-using-prometheus-queries: + addition_method: manual content_hash: 8f8b9b2ee6b167ecf1835e40ada76698aa6e44c4ab084820f3bb65e04e47bcf0 health_score: 100.0 last_checked: 1779130494.930648 @@ -288699,8 +299791,8 @@ https://www.suse.com/c/rancher_blog/custom-alerts-using-prometheus-queries: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/deploy-a-rancher-cluster-with-gitlab-ci-and-terraform: + addition_method: manual content_hash: b80b255d9b4754b2fa1642dea6efb6551eb9ffd83fad0cb4a45939aa3e051239 health_score: 100.0 last_checked: 1779130494.933994 @@ -288714,8 +299806,8 @@ https://www.suse.com/c/rancher_blog/deploy-a-rancher-cluster-with-gitlab-ci-and- v2_locations: - demos.md - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/deploy-kubernetes-clusters-on-microsoft-azure-with-rancher: + addition_method: manual content_hash: 2ab62b859fa47d702ada35b996f4efd5be0e649bb62656f9c419e3e82926384a health_score: 100.0 last_checked: 1779130494.942003 @@ -288727,8 +299819,8 @@ https://www.suse.com/c/rancher_blog/deploy-kubernetes-clusters-on-microsoft-azur - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/disaster-recovery-preparedness-for-your-kubernetes-clusters: + addition_method: manual content_hash: af120dad14ac9f45e53e3ac0de0019684ed8c61d858339da932d312eaf1412b2 health_score: 100.0 last_checked: 1779130495.032488 @@ -288740,8 +299832,8 @@ https://www.suse.com/c/rancher_blog/disaster-recovery-preparedness-for-your-kube - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://www.suse.com/c/rancher_blog/driving-kubernetes-adoption-in-finance-with-rancher: + addition_method: manual content_hash: a6465a8b65e2175564174b636fece77d007ac186882b03d75ba3d5423a886d29 health_score: 100.0 last_checked: 1779130495.007551 @@ -288753,8 +299845,8 @@ https://www.suse.com/c/rancher_blog/driving-kubernetes-adoption-in-finance-with- - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/enhancing-kubernetes-security-with-pod-security-policies-part-1: + addition_method: manual ai_summary: 'Curator Insight: Part 1 of SUSE Rancher''s historical guide to restricting root access through PSPs. Live Grounding: Useful exclusively for managing legacy clusters. Unusable on modern Kubernetes releases.' @@ -288778,16 +299870,16 @@ https://www.suse.com/c/rancher_blog/enhancing-kubernetes-security-with-pod-secur v2_locations: - kubernetes-security.md year: '2021' - addition_method: manual https://www.suse.com/c/rancher_blog/enhancing-kubernetes-security-with-pod-security-policies-part-2: + addition_method: manual content_hash: 60817a82f2e2b97fda1131e73df7c3bcdaabb1459b0f5885ed0428237ddc181e health_score: 100.0 last_checked: 1779130494.993133 needs_ai_refresh: true v1_locations: - docs/kubernetes-security.md - addition_method: manual https://www.suse.com/c/rancher_blog/faster-kubernetes-development-with-rancher-devspace-and-loft: + addition_method: manual content_hash: 668acf8529abb5e2e1b65444b350d44125a70086c3c011d8674b342915ebe1d2 health_score: 100.0 last_checked: 1779130495.02969 @@ -288799,8 +299891,8 @@ https://www.suse.com/c/rancher_blog/faster-kubernetes-development-with-rancher-d - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/fleet-management-for-kubernetes-is-here: + addition_method: manual content_hash: 836e5506148b0c420a488dbc17714ab700e23be774bae7eb63d475516be093f2 health_score: 100.0 last_checked: 1779130494.963057 @@ -288812,8 +299904,8 @@ https://www.suse.com/c/rancher_blog/fleet-management-for-kubernetes-is-here: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/gain-better-visibility-into-kubernetes-cost-allocation: + addition_method: manual content_hash: 6457960a167086288cc5eed552052687c1dbd2f9c7a8c85ea31e180e0de70070 health_score: 100.0 last_checked: 1779130494.9474 @@ -288825,15 +299917,15 @@ https://www.suse.com/c/rancher_blog/gain-better-visibility-into-kubernetes-cost- - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual ? https://www.suse.com/c/rancher_blog/getting-started-with-longhorn-distributed-block-storage-and-cloud-native-distributed-sql -: content_hash: 0e185be71fecc0c63fda0ad47942c21fb8f620e67d4e5c856efaef9ce0e8c082 +: addition_method: manual + content_hash: 0e185be71fecc0c63fda0ad47942c21fb8f620e67d4e5c856efaef9ce0e8c082 health_score: 100.0 last_checked: 1779130494.932111 v1_locations: - docs/rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/longhorn-simplifies-distributed-block-storage-in-kubernetes: + addition_method: manual content_hash: 74a84c3bd0f962a62d22dd42cfcb6529eab9559c453d0401ac24011d1cb436f7 health_score: 100.0 last_checked: 1779130495.029886 @@ -288845,8 +299937,8 @@ https://www.suse.com/c/rancher_blog/longhorn-simplifies-distributed-block-storag - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://www.suse.com/c/rancher_blog/monitor-etcd-with-prometheus-and-grafana-using-rancher: + addition_method: manual content_hash: 9c0aaedf9b50e0c6474f56e38ed49f95cb0a6607e226c1aec04aeee604b68db8 health_score: 100.0 last_checked: 1779130494.967921 @@ -288860,8 +299952,8 @@ https://www.suse.com/c/rancher_blog/monitor-etcd-with-prometheus-and-grafana-usi v2_locations: - monitoring.md - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/multi-cluster-vulnerability-scanning-with-alcide-and-rancher: + addition_method: manual content_hash: f10e450815edb1a54aa04fd2aed1e1bcf50eacaa5a02d24645e3d3585ae56cb1 health_score: 100.0 last_checked: 1779130495.00264 @@ -288873,8 +299965,8 @@ https://www.suse.com/c/rancher_blog/multi-cluster-vulnerability-scanning-with-al - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/my-first-impressions-with-suse-rancher-kubernetes-projects: + addition_method: manual content_hash: e1e1e6f02a5794a95847c7589a05856f793bca04dedbfbd7d2a5761b59ced455 description: '' health_score: 100.0 @@ -288890,8 +299982,8 @@ https://www.suse.com/c/rancher_blog/my-first-impressions-with-suse-rancher-kuber v2_locations: - rancher.md year: N/A - addition_method: manual https://www.suse.com/c/rancher_blog/rancher-2-5-delivers-on-computing-everywhere-strategy: + addition_method: manual content_hash: 7e8340253e86ed48f139e4aff4f8075a9a54d113c4ebc5a965ff4336d9c1f6f8 health_score: 100.0 last_checked: 1779130494.981688 @@ -288903,8 +299995,8 @@ https://www.suse.com/c/rancher_blog/rancher-2-5-delivers-on-computing-everywhere - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/rancher-desktop-1-0-0-has-arrived: + addition_method: manual content_hash: c494d546f12bf96dac84e2f2dc5a6747811b69e789f18ae74a019acc358b17b2 description: '' health_score: 100.0 @@ -288920,8 +300012,8 @@ https://www.suse.com/c/rancher_blog/rancher-desktop-1-0-0-has-arrived: v2_locations: - rancher.md year: N/A - addition_method: manual https://www.suse.com/c/rancher_blog/run-rancher-2-4-in-azure-with-k3s-and-mysql: + addition_method: manual content_hash: a6b4c00de344777a50ac7b1832e5842e2138b97f8ad7a02a78f53c9223044b93 health_score: 100.0 last_checked: 1779130495.004143 @@ -288933,8 +300025,8 @@ https://www.suse.com/c/rancher_blog/run-rancher-2-4-in-azure-with-k3s-and-mysql: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/set-up-k3s-in-high-availability-using-k3d: + addition_method: manual content_hash: 54410aa841c7aa1f626e34845b8ab81f02b5ea7089639d90cc302fdb34ce2675 health_score: 100.0 last_checked: 1779130495.001537 @@ -288946,8 +300038,8 @@ https://www.suse.com/c/rancher_blog/set-up-k3s-in-high-availability-using-k3d: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/set-up-your-k3s-cluster-for-high-availability-on-digitalocean: + addition_method: manual content_hash: c84271e261ed1d04d9d6e883babb77c1b24dee5052afc7d3535db217a00c8309 health_score: 100.0 last_checked: 1779130494.947025 @@ -288959,8 +300051,8 @@ https://www.suse.com/c/rancher_blog/set-up-your-k3s-cluster-for-high-availabilit - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/speed-up-development-with-automated-kubernetes-deployments: + addition_method: manual content_hash: 9c0972bf19ee08f877cbd34f0501fda7c5e3c3b116b6d2fe826e28ec825e9263 health_score: 100.0 last_checked: 1779130494.981313 @@ -288972,8 +300064,8 @@ https://www.suse.com/c/rancher_blog/speed-up-development-with-automated-kubernet - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/stateful-kubernetes-workloads-on-vsphere-with-rke: + addition_method: manual content_hash: 7304fb1c3018cf1874bc905fc7150ee8d9e4a9d85faf6c070a1e52fbe644ed5a health_score: 100.0 last_checked: 1779130495.021667 @@ -288985,8 +300077,8 @@ https://www.suse.com/c/rancher_blog/stateful-kubernetes-workloads-on-vsphere-wit - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.suse.com/c/rancher_blog/the-no-1-rule-of-disaster-recovery: + addition_method: manual content_hash: 4a419b0ccae19871dd75bd0c0c7bbcaf59db0a23c0760c76d5566ffa7536c251 health_score: 100.0 last_checked: 1779130495.023866 @@ -288998,8 +300090,8 @@ https://www.suse.com/c/rancher_blog/the-no-1-rule-of-disaster-recovery: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual https://www.suse.com/c/rancher_blog/the-three-pillars-of-kubernetes-container-orchestration: + addition_method: manual content_hash: ccb5efcf7299db6d7dd6d7391aefc9b2f1d210a614c15867ff9fb0094a598006 health_score: 100.0 last_checked: 1779130494.947721 @@ -289011,8 +300103,8 @@ https://www.suse.com/c/rancher_blog/the-three-pillars-of-kubernetes-container-or - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.suse.com/c/rancher_blog/upgrade-your-k3s-clusters-smoothly-in-rancher-2-4: + addition_method: manual content_hash: f5dd00e11b49c01aa7f603346808cfa92db95fcc44efe90b8a674c6222b69ead health_score: 100.0 last_checked: 1779130495.028427 @@ -289024,9 +300116,9 @@ https://www.suse.com/c/rancher_blog/upgrade-your-k3s-clusters-smoothly-in-ranche - docs/rancher.md v2_locations: - rancher.md - addition_method: manual ? https://www.suse.com/c/rancher_blog/using-hybrid-and-multi-cloud-service-mesh-based-applications-for-distributed-deployments -: content_hash: dd01f4455755bb9a9865546c0277275bef787523b3c31b302eacdd8ed084dd9c +: addition_method: manual + content_hash: dd01f4455755bb9a9865546c0277275bef787523b3c31b302eacdd8ed084dd9c health_score: 100.0 last_checked: 1779130494.947446 needs_ai_refresh: true @@ -289036,8 +300128,8 @@ https://www.suse.com/c/rancher_blog/upgrade-your-k3s-clusters-smoothly-in-ranche - docs/servicemesh.md v2_locations: - servicemesh.md - addition_method: manual https://www.suse.com/c/rancher_blog/what-is-cloud-native-storage: + addition_method: manual content_hash: 064bc72ad316f0ee941dd244fd0c332d5a1f842517341e72fbd78ea8640aed15 health_score: 100.0 last_checked: 1779130494.955714 @@ -289049,8 +300141,8 @@ https://www.suse.com/c/rancher_blog/what-is-cloud-native-storage: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://www.swarmia.com/build: + addition_method: manual content_hash: d53d874ecccc8fb059a01f2dbc9c89a702ebafca575e65bc703d5ef9a6bcbd61 description: '' health_score: 100.0 @@ -289066,8 +300158,8 @@ https://www.swarmia.com/build: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.syncfusion.com/blogs/post/10-best-c-nuget-packages-to-improve-your-productivity-in-2022: + addition_method: manual content_hash: afa2453c06432ea3b1f59de0b0c937b3ffd0530fd4ce1ddddb5c9bdcfb3a8ea5 health_score: 100.0 last_checked: 1779130494.946898 @@ -289079,8 +300171,8 @@ https://www.syncfusion.com/blogs/post/10-best-c-nuget-packages-to-improve-your-p - docs/dotnet.md v2_locations: - dotnet.md - addition_method: manual https://www.syncfusion.com/blogs/post/10-best-c-nuget-packages-to-improve-your-productivity-in-2022.aspx: + addition_method: manual content_hash: e00e2605a52ed6eef79abe76bd000d21c0bc6be395159fdf486d9d9e6c8d09d6 description: '' health_score: 100.0 @@ -289092,8 +300184,8 @@ https://www.syncfusion.com/blogs/post/10-best-c-nuget-packages-to-improve-your-p v1_locations: - docs/dotnet.md year: N/A - addition_method: manual https://www.synopsys.com/blogs/software-security/integrating-automated-ast-tools: + addition_method: manual content_hash: caaf881593b80e012688eface2bb8cd4cb6b5ac0f3691f1402bcf37b3138ebdd description: '' health_score: 100.0 @@ -289104,15 +300196,15 @@ https://www.synopsys.com/blogs/software-security/integrating-automated-ast-tools v1_locations: - docs/testops.md year: N/A - addition_method: manual https://www.synopsys.com/software-integrity/blog/integrating-automated-ast-tools.html: + addition_method: manual content_hash: 9af64dafdadef201796b0786702ff801147c20e65a5f281fcf87bb6418d1a10e health_score: 64.0 last_checked: 1779130495.011252 v1_locations: - docs/testops.md - addition_method: manual https://www.syntasso.io/post/platform-democracy-rethinking-who-builds-and-consumes-your-internal-platform: + addition_method: manual ai_summary: An analytical piece explaining Platform Democracy as an operational framework. Discusses user-centric workflows when designing internal developer platform structures (IDPs). @@ -289143,8 +300235,8 @@ https://www.syntasso.io/post/platform-democracy-rethinking-who-builds-and-consum - devops.md - chaos-engineering.md year: N/A - addition_method: manual https://www.syntasso.io/post/platform-engineering-orchestrating-applications-platforms-and-infrastructure: + addition_method: manual content_hash: 57611eedd274c237b1a8c4c740db60167788a8242a1364e2fc5382f1c49189ef description: '' health_score: 100.0 @@ -289161,8 +300253,8 @@ https://www.syntasso.io/post/platform-engineering-orchestrating-applications-pla v2_locations: - devops.md year: N/A - addition_method: manual https://www.sysdig.com: + addition_method: manual content_hash: 7c1a2bb0dcda9caad9a29bcb724a60ac1e9b6359eb2f7552a1ce7f9ce9425576 health_score: 100.0 last_checked: 1779130494.998227 @@ -289174,8 +300266,8 @@ https://www.sysdig.com: - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://www.sysdig.com/blog: + addition_method: manual content_hash: 7b18ff7c82a7bdc292eed2b39125a2b8d1b0a6ff3b453ca0e0abcf9238ba6a99 health_score: 100.0 last_checked: 1779130494.935401 @@ -289187,8 +300279,8 @@ https://www.sysdig.com/blog: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://www.sysdig.com/blog/cve-2021-20291-cri-o-podman: + addition_method: manual ai_summary: A deep analysis of CVE-2021-20291, a high-impact Denial of Service exploit vulnerability in CRI-O and Podman. Shows how runtime system call inspection helps identify exploit patterns before they impact cluster health. @@ -289209,8 +300301,8 @@ https://www.sysdig.com/blog/cve-2021-20291-cri-o-podman: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.sysdig.com/blog/debug-kubernetes-crashloopbackoff: + addition_method: manual content_hash: d58bc40c6b17e5ead8cb4d46c4bf808313163459ad6efeb65e4cb250ba44ea3c health_score: 100.0 last_checked: 1779130494.942956 @@ -289222,8 +300314,8 @@ https://www.sysdig.com/blog/debug-kubernetes-crashloopbackoff: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://www.sysdig.com/blog/exposed-prometheus-exploit-kubernetes-kubeconeu: + addition_method: manual ai_summary: Dissects a threat scenario presented at KubeCon demonstrating how attackers leverage exposed Prometheus targets to leak cluster topology. Curator insight shows that unauthenticated metrics endpoints frequently leak critical environmental @@ -289248,8 +300340,8 @@ https://www.sysdig.com/blog/exposed-prometheus-exploit-kubernetes-kubeconeu: v2_locations: - kubernetes-security.md year: '2022' - addition_method: manual https://www.sysdig.com/blog/gitops-iac-security-source: + addition_method: manual ai_summary: Details the methodologies for enforcing structural compliance and vulnerability vetting directly within a GitOps deployment workflow. Evaluates tools for scanning Kubernetes manifests, Terraform configurations, and Helm charts at the pull-request @@ -289273,8 +300365,8 @@ https://www.sysdig.com/blog/gitops-iac-security-source: v2_locations: - devsecops.md year: '2022' - addition_method: manual https://www.sysdig.com/blog/how-to-monitor-coredns: + addition_method: manual content_hash: cf31789b1c862ab473445f765d2d7408fb0de812296b1001b203d7bd956fb077 health_score: 100.0 last_checked: 1779130495.021773 @@ -289286,8 +300378,8 @@ https://www.sysdig.com/blog/how-to-monitor-coredns: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.sysdig.com/blog/how-to-secure-helm: + addition_method: manual ai_summary: Sysdig engineering guide for securing Helm charts. Teaches vulnerability scanning of templates, access control limits for chart operations, and runtime monitoring of helm releases. @@ -289309,8 +300401,8 @@ https://www.sysdig.com/blog/how-to-secure-helm: v2_locations: - helm.md year: '2022' - addition_method: manual https://www.sysdig.com/blog/intro-runtime-security-falco: + addition_method: manual ai_summary: A practical step-by-step tutorial on installing, configuring, and deploying Falco rules within a Kubernetes cluster. Demonstrates parsing alert outputs and writing custom rule definitions to identify container-level execution anomalies. @@ -289332,8 +300424,8 @@ https://www.sysdig.com/blog/intro-runtime-security-falco: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.sysdig.com/blog/k3s-sysdig-falco: + addition_method: manual content_hash: 8b23bc77f419950787ad787848d4987af402056192ef947fe05e5d820588eaf1 health_score: 100.0 last_checked: 1779130495.006408 @@ -289345,8 +300437,8 @@ https://www.sysdig.com/blog/k3s-sysdig-falco: - docs/rancher.md v2_locations: - rancher.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-1-22-whats-new: + addition_method: manual content_hash: 5891d99d21ca5edb52bb3c1f15e4c7184bf1cac8685551cf820edd99015eecd1 health_score: 100.0 last_checked: 1779130495.027481 @@ -289358,8 +300450,8 @@ https://www.sysdig.com/blog/kubernetes-1-22-whats-new: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-1-23-whats-new: + addition_method: manual content_hash: 308c3635d1bf8e0000b7c333453474f9fe877cf16e93bf19834429333f3368f0 health_score: 100.0 last_checked: 1779130495.015266 @@ -289371,8 +300463,8 @@ https://www.sysdig.com/blog/kubernetes-1-23-whats-new: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-1-24-whats-new: + addition_method: manual content_hash: a59a9b223ed2fee5f4c65b74434b3a6b4ac49c9a308c497c2d47c3c76e1bfd16 health_score: 100.0 last_checked: 1779130494.997866 @@ -289384,8 +300476,8 @@ https://www.sysdig.com/blog/kubernetes-1-24-whats-new: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-1-25-whats-new: + addition_method: manual content_hash: b18ee80e5245995a3492507654131507e606c2c14818404363748cfeb764a4a6 health_score: 100.0 last_checked: 1779130494.984188 @@ -289397,8 +300489,8 @@ https://www.sysdig.com/blog/kubernetes-1-25-whats-new: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-1-26-whats-new: + addition_method: manual content_hash: 754fd586988f19739c8d5d0e0830caa0263d5dad854990f5b0119697ee4f7947 health_score: 100.0 last_checked: 1779130494.945655 @@ -289410,8 +300502,8 @@ https://www.sysdig.com/blog/kubernetes-1-26-whats-new: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-1-27-whats-new: + addition_method: manual content_hash: 680c7762aef8205b05a0982117638c00e127463479897890e17e977ffe24e779 health_score: 100.0 last_checked: 1779130494.945296 @@ -289423,8 +300515,8 @@ https://www.sysdig.com/blog/kubernetes-1-27-whats-new: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-admission-controllers: + addition_method: manual content_hash: d64ced35c717491a91069448bc858f4d52e85b0dde39da832bf8b6b38fb97c9a health_score: 100.0 last_checked: 1779130495.014858 @@ -289436,8 +300528,8 @@ https://www.sysdig.com/blog/kubernetes-admission-controllers: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-audit-log-falco: + addition_method: manual ai_summary: 'An engineering guide from Sysdig illustrating how to pipeline Kubernetes audit logs into Falco for real-time threat detection. @@ -289463,8 +300555,8 @@ https://www.sysdig.com/blog/kubernetes-audit-log-falco: v2_locations: - kubernetes-security.md year: '2022' - addition_method: manual https://www.sysdig.com/blog/kubernetes-autoscaler: + addition_method: manual content_hash: 80bcd4b0ad3a8c0a7125a7b45e95d93dbaeae15718e1e0023c2d75fcac4f84af health_score: 100.0 last_checked: 1779130494.944176 @@ -289476,8 +300568,8 @@ https://www.sysdig.com/blog/kubernetes-autoscaler: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-capacity-planning: + addition_method: manual content_hash: 2404888e7f0a252abedef544133e7423a7ef232dece792eb6281cb6b3432397e health_score: 100.0 last_checked: 1779130494.984828 @@ -289489,8 +300581,8 @@ https://www.sysdig.com/blog/kubernetes-capacity-planning: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-hpa-prometheus: + addition_method: manual content_hash: 9436f2d58a345608dba0c04f75e3a7509d79e33dad13bd21a783983cc6dd4142 health_score: 100.0 last_checked: 1779130494.967036 @@ -289502,8 +300594,8 @@ https://www.sysdig.com/blog/kubernetes-hpa-prometheus: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-limits-requests: + addition_method: manual content_hash: 04c43cb70590a56ba084ee5f7f967591b46044d8d024485af9fd80ad5e67f286 health_score: 100.0 last_checked: 1779130494.937864 @@ -289515,8 +300607,8 @@ https://www.sysdig.com/blog/kubernetes-limits-requests: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-monitoring-best-practices: + addition_method: manual ai_summary: Sysdig's analysis outlining seven foundational best practices for Kubernetes metric collection. Focuses on cluster plane telemetry, standard label metadata usage, dynamic scraping strategies, and optimizing alert signal-to-noise ratios. @@ -289539,8 +300631,8 @@ https://www.sysdig.com/blog/kubernetes-monitoring-best-practices: - monitoring.md - kubernetes-monitoring.md year: '2022' - addition_method: manual https://www.sysdig.com/blog/kubernetes-monitoring-prometheus: + addition_method: manual content_hash: 287fb0361510dd2d6b347cb3cb3305f86b3710336d690099f3393e3a31e45c5b health_score: 100.0 last_checked: 1779130495.019434 @@ -289552,8 +300644,8 @@ https://www.sysdig.com/blog/kubernetes-monitoring-prometheus: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-pod-evicted: + addition_method: manual content_hash: 0f8470e386996a3646e59db29e289ec0392fd9a554d2fae50704247ddca6ae4a health_score: 100.0 last_checked: 1779130494.988527 @@ -289565,8 +300657,8 @@ https://www.sysdig.com/blog/kubernetes-pod-evicted: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-pod-pending-problems: + addition_method: manual content_hash: 31d12f27e7a83b142901c0e2f7aa3999f7fad6760b7fb7e351ef53cac9e230ec health_score: 100.0 last_checked: 1779130494.937271 @@ -289578,8 +300670,8 @@ https://www.sysdig.com/blog/kubernetes-pod-pending-problems: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-resource-limits: + addition_method: manual content_hash: bcd1663f4ff33bf4c9cdae41455e06433662f45a5bb27ba5b023fe2a9d773514 health_score: 100.0 last_checked: 1779130494.979352 @@ -289591,8 +300683,8 @@ https://www.sysdig.com/blog/kubernetes-resource-limits: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer: + addition_method: manual content_hash: e7df5763200b22e4103641a05f7e8ee6588d2b45da32291c8e96869ea6f72244 health_score: 100.0 last_checked: 1779130494.960535 @@ -289604,8 +300696,8 @@ https://www.sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.sysdig.com/blog/mitigating-log4j-kubernetes-network-policies: + addition_method: manual ai_summary: Describes how to contain and block the Log4Shell vulnerability at runtime using Kubernetes Network Policies. Shows how limiting egress traffic prevents vulnerable Java environments from calling external LDAP endpoints. @@ -289626,8 +300718,8 @@ https://www.sysdig.com/blog/mitigating-log4j-kubernetes-network-policies: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.sysdig.com/blog/monitor-etcd: + addition_method: manual content_hash: 8cefff9cda245a0ab811dbd43d1419feda39be3a09abffdaae49649eb63a242d health_score: 100.0 last_checked: 1779130495.030415 @@ -289639,8 +300731,8 @@ https://www.sysdig.com/blog/monitor-etcd: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.sysdig.com/blog/monitor-istio: + addition_method: manual ai_summary: A comprehensive guide to obtaining full observability into the Istio control plane (istiod) and data plane (Envoy sidecars). Walks through configuring Prometheus metrics, Grafana dashboards, and Sysdig Monitor to track golden signals @@ -289664,8 +300756,8 @@ https://www.sysdig.com/blog/monitor-istio: v2_locations: - istio.md year: '2021' - addition_method: manual https://www.sysdig.com/blog/monitor-kube-proxy: + addition_method: manual content_hash: 37e5cec41a12b9ce218fbeb98b1ab93f8e3ab94c73d504bd7878a7c2c4f4e384 health_score: 100.0 last_checked: 1779130494.964043 @@ -289677,8 +300769,8 @@ https://www.sysdig.com/blog/monitor-kube-proxy: - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.sysdig.com/blog/monitor-kubernetes-control-plane: + addition_method: manual ai_summary: A deep dive tutorial explaining how to parse metrics from core control plane components like the API Server, etcd, controller manager, and scheduler. Essential reading for platform teams building enterprise SLAs around cluster health. @@ -289699,8 +300791,8 @@ https://www.sysdig.com/blog/monitor-kubernetes-control-plane: v2_locations: - kubernetes-monitoring.md year: '2023' - addition_method: manual https://www.sysdig.com/blog/monitor-oracle-database-prometheus: + addition_method: manual content_hash: f2bf27514d46db51be105a2a8984336e4f16a99335df0fdca528a06cee897c95 health_score: 100.0 last_checked: 1779130494.985766 @@ -289712,8 +300804,8 @@ https://www.sysdig.com/blog/monitor-oracle-database-prometheus: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://www.sysdig.com/blog/monitoring-kubernetes: + addition_method: manual ai_summary: An operational guide covering the complexities of monitoring Kubernetes clusters in live production. It focuses on scaling metrics infrastructure, scraping limits, and setting up centralized dashboards for multi-cluster operations. @@ -289734,8 +300826,8 @@ https://www.sysdig.com/blog/monitoring-kubernetes: v2_locations: - kubernetes-monitoring.md year: '2021' - addition_method: manual https://www.sysdig.com/blog/postgresql-monitoring: + addition_method: manual content_hash: 41f29ab13296a405b1796dac9c60d4e50a70b0b48705598d1aaabc160731fe20 health_score: 100.0 last_checked: 1779130494.980061 @@ -289747,8 +300839,8 @@ https://www.sysdig.com/blog/postgresql-monitoring: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://www.sysdig.com/blog/redis-prometheus: + addition_method: manual content_hash: 863c08ab836691b29eb9748bd14f7b68b3d7180f571a97837445ed7f3900e4f7 health_score: 100.0 last_checked: 1779130494.989272 @@ -289760,8 +300852,8 @@ https://www.sysdig.com/blog/redis-prometheus: - docs/prometheus.md v2_locations: - prometheus.md - addition_method: manual https://www.sysdig.com/blog/secure-kubernetes-deployment-signature-verification: + addition_method: manual ai_summary: This article demonstrates how to lock down Kubernetes deployments using automated signature checks at the admission level. It walks through configuring policy engines like Kyverno or Gatekeeper to evaluate Cosign signatures before @@ -289783,8 +300875,8 @@ https://www.sysdig.com/blog/secure-kubernetes-deployment-signature-verification: v2_locations: - devsecops.md year: '2022' - addition_method: manual https://www.sysdig.com/blog/sysdig-2021-container-security-usage-report: + addition_method: manual ai_summary: Provides comprehensive telemetric analysis from live cluster observation data. Proves that shift-left tactics are insufficient if not combined with active, live-runtime threat detection and behavioral modeling across ephemeral microservices @@ -289808,8 +300900,8 @@ https://www.sysdig.com/blog/sysdig-2021-container-security-usage-report: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.sysdig.com/blog/sysdig-and-apolicy-join-forces-to-help-customer-secure-infrastructure-as-code: + addition_method: manual content_hash: afbf1259a7827ece2a361b09ca3c19cc602f794359cc9aa434e1dd8bc667f3c6 health_score: 100.0 last_checked: 1779130494.96039 @@ -289821,8 +300913,8 @@ https://www.sysdig.com/blog/sysdig-and-apolicy-join-forces-to-help-customer-secu - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://www.sysdig.com/blog/top-owasp-kubernetes: + addition_method: manual ai_summary: Breaks down the OWASP Kubernetes Top 10 architecture from a practical sysadmin viewpoint. Evaluates security boundaries, configurations, and runtime behaviors to mitigate known exploitation routes. @@ -289843,8 +300935,8 @@ https://www.sysdig.com/blog/top-owasp-kubernetes: v2_locations: - kubernetes-security.md year: '2022' - addition_method: manual https://www.sysdig.com/blog/triaging-malicious-docker-container: + addition_method: manual ai_summary: A hands-on, highly technical breakdown of incident response and forensic analysis within a compromised container environment. Demonstrates practical utility of system call inspection tools to trace backdoor execution pathways, network @@ -289867,8 +300959,8 @@ https://www.sysdig.com/blog/triaging-malicious-docker-container: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.sysdig.com/blog/troubleshoot-kubernetes-oom: + addition_method: manual content_hash: d355303a19751aebe3b03b3356c559c27f9e0ef6b51ab8787b100f2e14936118 health_score: 100.0 last_checked: 1779130494.992653 @@ -289880,8 +300972,8 @@ https://www.sysdig.com/blog/troubleshoot-kubernetes-oom: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://www.sysdig.com/blog/vulnerability-assessment: + addition_method: manual ai_summary: 'Outlines advanced methodologies for scanning container layers and managing vulnerability prioritization in runtime. Contrast: Curator Insight details standard registry scanning, while Live Grounding proves that runtime activity telemetry @@ -289905,8 +300997,8 @@ https://www.sysdig.com/blog/vulnerability-assessment: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.sysdig.com/blog/whats-new-kubernetes-1-20: + addition_method: manual content_hash: 031725cf70c1cca13a24db790651283bd954e7c9be2a6c58c6699426e905dc30 health_score: 100.0 last_checked: 1779130495.004333 @@ -289918,8 +301010,8 @@ https://www.sysdig.com/blog/whats-new-kubernetes-1-20: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md - addition_method: manual https://www.sysdig.com/learn-cloud-native/12-container-image-scanning-best-practices: + addition_method: manual ai_summary: Defines twelve essential security metrics and container scanning workflows for continuous deployment. Synthesizes strategies for handling transitive dependencies, base-image minimization, and shifting vulnerability scans directly into early @@ -289942,8 +301034,8 @@ https://www.sysdig.com/learn-cloud-native/12-container-image-scanning-best-pract v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.sysdig.com/learn-cloud-native/container-security-best-practices: + addition_method: manual ai_summary: An exhaustive guide detailing production security patterns across container orchestration infrastructures. Walks from static image registry validation, access credential segregation, down to active runtime telemetry analysis and firewall @@ -289966,8 +301058,8 @@ https://www.sysdig.com/learn-cloud-native/container-security-best-practices: v2_locations: - devsecops.md year: '2021' - addition_method: manual https://www.sysdig.com/learn-cloud-native/dockerfile-best-practices: + addition_method: manual content_hash: de7a47c478d64996ac44f0936495f9fc536746e637ec4ba754a9085163f79360 health_score: 100.0 last_checked: 1779130494.964638 @@ -289979,8 +301071,8 @@ https://www.sysdig.com/learn-cloud-native/dockerfile-best-practices: - docs/docker.md v2_locations: - docker.md - addition_method: manual https://www.systemcenterdudes.com/create-operational-sccm-collection-using-powershell-script: + addition_method: manual content_hash: 1f7bbdaa4f2130d1fc245a1c58090d22e42661b743f66853ef40e48d92c342a2 health_score: 100.0 last_checked: 1779130494.99101 @@ -289992,8 +301084,8 @@ https://www.systemcenterdudes.com/create-operational-sccm-collection-using-power - docs/azure.md v2_locations: - azure.md - addition_method: manual https://www.systemcodegeeks.com: + addition_method: manual ai_summary: A technical resource hub focusing on systems administration, scripting, database operations, and server administration blueprints for enterprise system engineers. @@ -290020,8 +301112,8 @@ https://www.systemcodegeeks.com: v2_locations: - linux.md year: N/A - addition_method: manual https://www.tablesgenerator.com/markdown_tables: + addition_method: manual ai_summary: 'An interactive, web-based tool designed to simplify the creation, styling, and formatting of complex Markdown tables. It supports imports from CSV or Excel, reducing manual syntax alignment overhead. Double-Evidence: A staple utility for @@ -290050,8 +301142,8 @@ https://www.tablesgenerator.com/markdown_tables: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://www.talkingquickly.co.uk/kubernetes-sso-a-detailed-guide: + addition_method: manual ai_summary: Outlines the end-to-end integration of external identity providers (IdPs) with the Kubernetes API server using OpenID Connect (OIDC). Curator insight guides through configuring API server flags and utilizing helper tools like Gangway or @@ -290079,8 +301171,8 @@ https://www.talkingquickly.co.uk/kubernetes-sso-a-detailed-guide: v2_locations: - kubernetes-security.md year: '2021' - addition_method: manual https://www.talos-systems.com/blog/is-vanilla-kubernetes-really-too-heavy-for-the-raspberry-pi: + addition_method: manual content_hash: ac068d6c635ac93677e114beb91ee27c1d1069aca45a6e9401e5994e31856d0e description: '' health_score: 100.0 @@ -290092,16 +301184,16 @@ https://www.talos-systems.com/blog/is-vanilla-kubernetes-really-too-heavy-for-th v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.tangowithdjango.com: + addition_method: manual content_hash: 9401b651120dc63b7b4e9171064fd4b0adfa05736dff7afa8dfaa348fb8cc9ae health_score: 100.0 last_checked: 1779029161.256326 needs_ai_refresh: true v1_locations: - docs/python.md - addition_method: manual https://www.techbeatly.com/2018/11/how-to-create-increase-or-decrease-project-quota-in-openshift.html: + addition_method: manual content_hash: de2ce2b2b8b7c1db5b75e81c01fbfe4166dc900dd1607687420d975be3a553d0 description: '' health_score: 100.0 @@ -290112,8 +301204,8 @@ https://www.techbeatly.com/2018/11/how-to-create-increase-or-decrease-project-qu v1_locations: - docs/ocp3.md year: N/A - addition_method: manual https://www.techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-real-life-series: + addition_method: manual content_hash: 035e6dbd749ecd8cb7c2d7aacf02bd1ef15c870f76c2ed5790c771aa181dbb5a description: '' health_score: 100.0 @@ -290125,8 +301217,8 @@ https://www.techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansibl v1_locations: - docs/ansible.md year: N/A - addition_method: manual https://www.techbeatly.com/terraform-cheat-sheet: + addition_method: manual content_hash: a6b988c98fd694a84e5bc510777aab454425bb30364dd4bdf0dcaa00457f208c description: '' health_score: 100.0 @@ -290137,8 +301229,8 @@ https://www.techbeatly.com/terraform-cheat-sheet: v1_locations: - docs/cheatsheets.md year: N/A - addition_method: manual https://www.techbeatly.com/terraform-free-courses: + addition_method: manual content_hash: 69fcc5baf4e242304fa726ae709f662db3e2a0f9873c5cd531eeff9458ec740b description: '' health_score: 100.0 @@ -290149,8 +301241,8 @@ https://www.techbeatly.com/terraform-free-courses: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://www.techerati.com/features-hub/opinions/devsecops-eight-tips-for-truly-securing-software: + addition_method: manual ai_summary: 'Provides eight actionable metrics and architectural modifications designed to secure software projects without compromising release velocity. Contrast: Curator Insight prioritizes process checklists, while Live Grounding shows that automating @@ -290178,8 +301270,8 @@ https://www.techerati.com/features-hub/opinions/devsecops-eight-tips-for-truly-s v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.techerati.com/features-hub/opinions/microservices-in-the-cloud-native-era: + addition_method: manual content_hash: 33490d59444a2b12bbb48a07ccd628052a5a629046327cec846018f830d96c04 description: '' health_score: 100.0 @@ -290194,8 +301286,8 @@ https://www.techerati.com/features-hub/opinions/microservices-in-the-cloud-nativ v2_locations: - introduction.md year: N/A - addition_method: manual https://www.techgeekbuzz.com/top-aws-interview-questions-and-answers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290209,8 +301301,8 @@ https://www.techgeekbuzz.com/top-aws-interview-questions-and-answers: v2_locations: - interview-questions.md year: N/A - addition_method: manual https://www.techmanyu.com/kubernetes-security-with-kube-bench-and-kube-hunter-6765bf44ebc6: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290224,8 +301316,8 @@ https://www.techmanyu.com/kubernetes-security-with-kube-bench-and-kube-hunter-67 v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.technologyreview.com/2021/03/26/1021258/ai-pioneer-andrew-ng-machine-learning-business: + addition_method: manual ai_summary: Curator Insight highlights Andrew Ng's thesis urging companies to focus on concrete mission-driven goals rather than aiming to blindly construct an "AI-first" business. Live Grounding verifies this as a landmark perspective shift toward @@ -290254,8 +301346,8 @@ https://www.technologyreview.com/2021/03/26/1021258/ai-pioneer-andrew-ng-machine v2_locations: - ai.md year: N/A - addition_method: manual https://www.technologyreview.es/s/13258/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290270,8 +301362,8 @@ https://www.technologyreview.es/s/13258/las-empresas-que-empiezan-lo-grande-con- v2_locations: - ai.md year: N/A - addition_method: manual https://www.techqna.io/2024/09/web-terminal-operator-tips-tricks-for.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290285,8 +301377,8 @@ https://www.techqna.io/2024/09/web-terminal-operator-tips-tricks-for.html: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.techradar.com/best/best-devops-tools: + addition_method: manual ai_summary: Industry round-up detailing enterprise DevOps offerings, tracking leading SaaS and open source tools across CI/CD, performance tracking, and security monitoring. complexity: Beginner @@ -290312,8 +301404,8 @@ https://www.techradar.com/best/best-devops-tools: v2_locations: - devops-tools.md year: N/A - addition_method: manual https://www.techradar.com/news/google-cloud-is-making-it-easier-for-developers-to-smuggle-secrets-in-their-code: + addition_method: manual content_hash: a5f479080ced634a1577ad950eb02ee37990c112234097942ec2fe6e2a67e039 description: '' health_score: 100.0 @@ -290330,8 +301422,8 @@ https://www.techradar.com/news/google-cloud-is-making-it-easier-for-developers-t v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://www.techradar.com/news/low-code-could-replace-traditional-coding-within-months: + addition_method: manual ai_summary: A forward-looking exploration of the swift adoption velocity of low-code architectures. 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https://www.techrepublic.com/article/kubernetes-will-deliver-the-app-store-experience-for-enterprise-software-says-weaveworks-ceo -: content_hash: N/A +: addition_method: manual + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779033730.944169 @@ -290548,8 +301640,8 @@ https://www.techrepublic.com/article/kubernetes-magic-is-in-enterprise-standardi v2_locations: - introduction.md year: N/A - addition_method: manual https://www.techrepublic.com/article/lean-development: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290563,8 +301655,8 @@ https://www.techrepublic.com/article/lean-development: v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.techrepublic.com/article/opensearch-aws-rolls-out-its-open-source-elasticsearch-fork: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290579,8 +301671,8 @@ https://www.techrepublic.com/article/opensearch-aws-rolls-out-its-open-source-el v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.techrepublic.com/article/the-best-programming-languages-to-learn-in-2022: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290594,8 +301686,8 @@ https://www.techrepublic.com/article/the-best-programming-languages-to-learn-in- v2_locations: - devel-sites.md year: N/A - addition_method: manual https://www.techrepublic.com/article/what-can-you-do-azure-files: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290609,8 +301701,8 @@ https://www.techrepublic.com/article/what-can-you-do-azure-files: v2_locations: - azure.md year: N/A - addition_method: manual https://www.techrepublic.com/article/windows-subsystem-for-linux-2-the-gui-features-developers-have-been-asking-for: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290625,8 +301717,8 @@ https://www.techrepublic.com/article/windows-subsystem-for-linux-2-the-gui-featu v2_locations: - linux-dev-env.md year: N/A - addition_method: manual https://www.techsupportpk.com/2020/03/how-to-install-ansible-awx-centos-rhel-7-8.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -290640,8 +301732,8 @@ https://www.techsupportpk.com/2020/03/how-to-install-ansible-awx-centos-rhel-7-8 v2_locations: - ansible.md year: N/A - addition_method: manual https://www.techtarget.com/searchapparchitecture/tip/4-trends-for-Kubernetes-cloud-native-teams-to-watch-in-2020: + addition_method: manual content_hash: c34ce160fcee3a9c3fa6e1b596cad69e2e0930d0875961d22a9ed7530e1aab68 health_score: 100.0 last_checked: 1779130495.012346 @@ -290653,8 +301745,8 @@ https://www.techtarget.com/searchapparchitecture/tip/4-trends-for-Kubernetes-clo - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.techtarget.com/searchcio/answer/ITPro-Today-Network-Computing-IoT-World-Today-combine-with-TechTarget: + addition_method: manual ai_summary: An executive analysis examining why SRE architecture is a vital component of any modern, high-density DevOps delivery system trying to limit service down-time. complexity: Intermediate @@ -290679,8 +301771,8 @@ https://www.techtarget.com/searchcio/answer/ITPro-Today-Network-Computing-IoT-Wo - kubernetes-on-premise.md - securityascode.md year: '2024' - addition_method: manual https://www.techtarget.com/searchcloudcomputing/answer/Amazon-ECS-vs-Kubernetes-Which-should-you-use-on-AWS: + addition_method: manual ai_summary: A comprehensive comparison outlining the structural and operational trade-offs between AWS's native Elastic Container Service (ECS) and fully managed Kubernetes (EKS). While ECS significantly lowers execution overhead and integration @@ -290703,8 +301795,8 @@ https://www.techtarget.com/searchcloudcomputing/answer/Amazon-ECS-vs-Kubernetes- v2_locations: - kubernetes-alternatives.md year: '2023' - addition_method: manual https://www.techtarget.com/searchcloudcomputing/feature/Modernize-legacy-applications-with-containers-microservices: + addition_method: manual content_hash: f11d15f537d853af8518f8d09b9aea65d7b8287ca47c6438705abfb4983ac761 health_score: 100.0 last_checked: 1779130494.950618 @@ -290716,8 +301808,8 @@ https://www.techtarget.com/searchcloudcomputing/feature/Modernize-legacy-applica - docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.techtarget.com/searchcloudcomputing/tip/Compare-tools-for-multi-cloud-Kubernetes-management: + addition_method: manual ai_summary: Multi-faceted comparison of major ecosystem orchestrators (OpenShift, Rancher, Cloudify, Platform9) evaluating cost, modularity, workload migration ease, and administrative complexity. @@ -290740,8 +301832,8 @@ https://www.techtarget.com/searchcloudcomputing/tip/Compare-tools-for-multi-clou v2_locations: - managed-kubernetes-in-public-cloud.md year: '2022' - addition_method: manual https://www.techtarget.com/searchcloudcomputing/tip/Weigh-the-pros-and-cons-of-managed-Kubernetes-services: + addition_method: manual content_hash: 1b4b4e0d9b4f8eef4a9e38a670a6f792b5a6f4a1270fd4fc3e8384ac709ee4f0 health_score: 100.0 last_checked: 1779130494.964296 @@ -290753,8 +301845,8 @@ https://www.techtarget.com/searchcloudcomputing/tip/Weigh-the-pros-and-cons-of-m - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.techtarget.com/searchitchannel/definition/IBM-International-Business-Machines: + addition_method: manual content_hash: e62824ddc7b503ce075c921ac2ac9c832d4fe163770b68b93ffe65d0fb38201c health_score: 100.0 last_checked: 1779130495.003919 @@ -290766,8 +301858,8 @@ https://www.techtarget.com/searchitchannel/definition/IBM-International-Business - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md - addition_method: manual https://www.techtarget.com/searchitoperations/answer/How-many-Kubernetes-nodes-should-be-in-a-cluster: + addition_method: manual content_hash: 5d398a9226a673f2e20da7820d18217d5f72420ac1ea6ce6ae84243935bafda6 description: '' health_score: 100.0 @@ -290783,8 +301875,8 @@ https://www.techtarget.com/searchitoperations/answer/How-many-Kubernetes-nodes-s v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.techtarget.com/searchitoperations/feature/Differences-between-Kubernetes-Ingress-vs-load-balancer: + addition_method: manual content_hash: 053b4cd96941c8609a581e1787ab5e8b236324bee90cd8c43830f29693a6ce22 health_score: 100.0 last_checked: 1779130495.0004 @@ -290796,8 +301888,8 @@ https://www.techtarget.com/searchitoperations/feature/Differences-between-Kubern - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.techtarget.com/searchitoperations/feature/Optimize-Kubernetes-cluster-management-with-these-5-tips: + addition_method: manual content_hash: 21636489105161b1b993537f598251dc3e8969bdea18733e5265e10828f95eaf health_score: 100.0 last_checked: 1779130494.934694 @@ -290809,8 +301901,8 @@ https://www.techtarget.com/searchitoperations/feature/Optimize-Kubernetes-cluste - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.techtarget.com/searchitoperations/feature/Top-15-DevOps-blogs-to-read-and-follow: + addition_method: manual content_hash: 30d624e160ef19c8ce2d815a0c7d52dafd370e045ab6cdad8c8ad95611581d62 health_score: 100.0 last_checked: 1779130494.934732 @@ -290822,8 +301914,8 @@ https://www.techtarget.com/searchitoperations/feature/Top-15-DevOps-blogs-to-rea - docs/devops.md v2_locations: - devops.md - addition_method: manual https://www.techtarget.com/searchitoperations/news/252467102/Kubernetes-policy-project-takes-enterprise-IT-by-storm: + addition_method: manual content_hash: 90ff4ffeb5f45cbacafd4186ad29867811cf7afaef7862137b8735fe5abf4825 health_score: 100.0 last_checked: 1779130494.934098 @@ -290835,8 +301927,8 @@ https://www.techtarget.com/searchitoperations/news/252467102/Kubernetes-policy-p - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://www.techtarget.com/searchitoperations/news/252492459/GitOps-pros-grapple-with-Kubernetes-configuration-management: + addition_method: manual content_hash: 742997cbf77628546f08ffdc5f198db32343f27aa4f8762990b86ef46590e977 health_score: 100.0 last_checked: 1779130494.968615 @@ -290848,8 +301940,8 @@ https://www.techtarget.com/searchitoperations/news/252492459/GitOps-pros-grapple - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://www.techtarget.com/searchitoperations/news/252505548/CNCF-policy-as-code-project-bridges-Kubernetes-security-gaps: + addition_method: manual content_hash: 7e4b963c7e5767e66da8b580c9a2634fb70fa44f7b8bd86f0ebb122d7b46f666 health_score: 100.0 last_checked: 1779130494.947649 @@ -290861,8 +301953,8 @@ https://www.techtarget.com/searchitoperations/news/252505548/CNCF-policy-as-code - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://www.techtarget.com/searchitoperations/tip/Ensure-Kubernetes-high-availability-with-master-node-planning: + addition_method: manual content_hash: 91dc80e777896098bfd589b640d53c4f67e92cb3f769705ab55c30648af4b9b3 health_score: 100.0 last_checked: 1779130495.025966 @@ -290874,8 +301966,8 @@ https://www.techtarget.com/searchitoperations/tip/Ensure-Kubernetes-high-availab - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.techtarget.com/searchitoperations/tip/Terraform-cheat-sheet-Notable-commands-HCL-and-more: + addition_method: manual content_hash: a3d696b79b834f87b7b43a269cc20b4ab7f368e677f9b0b1035574c1e009b36b health_score: 100.0 last_checked: 1779130494.982179 @@ -290887,8 +301979,8 @@ https://www.techtarget.com/searchitoperations/tip/Terraform-cheat-sheet-Notable- - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual https://www.techtarget.com/searchitoperations/tip/Tips-and-tools-to-achieve-a-serverless-DevOps-workflow: + addition_method: manual content_hash: 39623b1b1c598879546b4de3b4bc20d89a3583e66558729ed75a48abad3273d5 health_score: 100.0 last_checked: 1779130494.938196 @@ -290900,8 +301992,8 @@ https://www.techtarget.com/searchitoperations/tip/Tips-and-tools-to-achieve-a-se - docs/devops.md v2_locations: - devops.md - addition_method: manual https://www.techtarget.com/searchwindowsserver/tutorial/Get-up-to-speed-with-PowerShell-and-the-Microsoft-Graph-API: + addition_method: manual content_hash: a2b7d64c2989ea9c4c4280694b469b0d706dc19e9c3984475f42cc76213cc22c description: '' health_score: 100.0 @@ -290918,9 +302010,9 @@ https://www.techtarget.com/searchwindowsserver/tutorial/Get-up-to-speed-with-Pow v2_locations: - azure.md year: N/A - addition_method: manual ? https://www.techuz.com/blog/what-is-ci-cd-an-introduction-to-continuous-integration-continuous-deployment-and-ci-cd-pipeline -: ai_summary: 'Curator Insight: High-level overview of manual steps vs. modern automated +: addition_method: manual + ai_summary: 'Curator Insight: High-level overview of manual steps vs. modern automated pipeline phases. Live Grounding: Introduces fundamental terminologies (runners, stages, artifacts) in an accessible format for engineering managers and clients. Useful for rapid theoretical onboarding.' @@ -290948,8 +302040,8 @@ https://www.techtarget.com/searchwindowsserver/tutorial/Get-up-to-speed-with-Pow v2_locations: - cicd.md year: N/A - addition_method: manual https://www.techwebspace.com/get-started-with-the-rest-assured-framework-an-example-based-guide: + addition_method: manual content_hash: 65c63070297f196faa158b4f22eb6a84a31e546b36e76b61f05ee0edd8e63188 description: '' health_score: 100.0 @@ -290965,8 +302057,8 @@ https://www.techwebspace.com/get-started-with-the-rest-assured-framework-an-exam v2_locations: - postman.md year: N/A - addition_method: manual https://www.techworld-with-nana.com: + addition_method: manual ai_summary: The premier high-density visual learning academy for modern DevOps engineering. Features highly structured training tracks on Docker, Kubernetes, CI/CD, GitOps, and cloud-native monitoring systems. @@ -290995,8 +302087,8 @@ https://www.techworld-with-nana.com: - elearning.md - devops.md year: N/A - addition_method: manual https://www.techworld-with-nana.com/devops-bootcamp: + addition_method: manual content_hash: ebb37883941457ab68640c76c5b93a8a92fb35713a96db88d8507bdb9c71cc34 description: '' health_score: 100.0 @@ -291007,8 +302099,8 @@ https://www.techworld-with-nana.com/devops-bootcamp: v1_locations: - docs/devops.md year: N/A - addition_method: manual https://www.techworld-with-nana.com/devops-roadmap: + addition_method: manual content_hash: 536e2be051124e20283c8337211c57f6cba663a579d0cbecbece7935795a01bf description: '' health_score: 100.0 @@ -291024,8 +302116,8 @@ https://www.techworld-with-nana.com/devops-roadmap: v2_locations: - devops.md year: N/A - addition_method: manual https://www.techworld-with-nana.com/post/platform-engineering-guide: + addition_method: manual content_hash: f9e4acc312cce34e7834bc63d055dc2ed508a0020065a0504970a6d2f8f5874a description: '' health_score: 100.0 @@ -291045,16 +302137,16 @@ https://www.techworld-with-nana.com/post/platform-engineering-guide: - devops.md - iac.md year: N/A - addition_method: manual https://www.techzine.eu: + addition_method: manual last_checked: 1779388511.651978 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - python.md - addition_method: manual https://www.tecmint.com: + addition_method: manual ai_summary: An extensive, highly active Linux documentation repository delivering step-by-step guides on server administration, shell scripting, and infrastructure configuration for sysadmins and DevOps engineers. @@ -291083,8 +302175,8 @@ https://www.tecmint.com: - linux.md - devops.md year: N/A - addition_method: manual https://www.tecmint.com/20-netstat-commands-for-linux-network-management: + addition_method: manual ai_summary: A collection of 20 diagnostic examples using the classic netstat utility. Covers routing tables, socket listening states, and interface statistics, noting that while legacy, it remains prevalent in older enterprise servers. @@ -291111,8 +302203,8 @@ https://www.tecmint.com/20-netstat-commands-for-linux-network-management: v2_locations: - linux.md year: N/A - addition_method: manual https://www.tecmint.com/apache-performance-tuning: + addition_method: manual content_hash: b0ae791f4dcc5c05014cfcb46917aeb6d761416443cece3a0ce53e422a49d74c health_score: 100.0 last_checked: 1779033068.718402 @@ -291124,8 +302216,8 @@ https://www.tecmint.com/apache-performance-tuning: - docs/networking.md v2_locations: - networking.md - addition_method: manual https://www.tecmint.com/calculate-ip-subnet-address-with-ipcalc-tool: + addition_method: manual content_hash: a919de3f5780a326359b5f2931f8ccce0ca60f2b9fe2afbae9fac62bf204d647 description: '' health_score: 100.0 @@ -291141,8 +302233,8 @@ https://www.tecmint.com/calculate-ip-subnet-address-with-ipcalc-tool: v2_locations: - networking.md year: N/A - addition_method: manual https://www.tecmint.com/check-linux-disk-usage-of-files-and-directories: + addition_method: manual ai_summary: Curator Insight lists useful command structures for `du` (disk usage). Live Grounding demonstrates how these flags enable immediate identification of heavy directories during emergency low-disk alerts. Essential for rapid remote @@ -291172,8 +302264,8 @@ https://www.tecmint.com/check-linux-disk-usage-of-files-and-directories: v2_locations: - linux.md year: N/A - addition_method: manual https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-linux: + addition_method: manual ai_summary: Curator Insight provides a consolidated overview of key commands like lshw, lscpu, and dmidecode to extract deep machine layouts. Live Grounding confirms these commands remain indispensable for low-level bare-metal troubleshooting and @@ -291204,8 +302296,8 @@ https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-l v2_locations: - linux.md year: N/A - addition_method: manual https://www.tecmint.com/control-systemd-services-on-remote-linux-server: + addition_method: manual ai_summary: A quick configuration guide showing how to interact with systemd processes on remote machines via SSH using the --host flag, streamlining distributed environment administration. @@ -291233,8 +302325,8 @@ https://www.tecmint.com/control-systemd-services-on-remote-linux-server: v2_locations: - linux.md year: N/A - addition_method: manual https://www.tecmint.com/difference-between-grep-egrep-and-fgrep-in-linux: + addition_method: manual ai_summary: Curator Insight highlights the core operational and functional distinctions between grep, egrep, and fgrep. 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Live Grounding points out that while raw PID kills are safest, `pkill` and `killall` provide critical pattern matching capabilities, which must be used @@ -291324,8 +302416,8 @@ https://www.tecmint.com/how-to-kill-a-process-in-linux: v2_locations: - linux.md year: N/A - addition_method: manual https://www.tecmint.com/install-and-configure-django-web-framework-in-centos-debian-ubuntu: + addition_method: manual content_hash: 79314458f00dac43f4f2bff4c7fc75dd403804eaafdd064ceda6eaf6ec4387aa health_score: 100.0 last_checked: 1779030572.710272 @@ -291337,8 +302429,8 @@ https://www.tecmint.com/install-and-configure-django-web-framework-in-centos-deb - docs/python.md v2_locations: - python.md - addition_method: manual https://www.tecmint.com/install-apache-kafka-in-centos-rhel: + addition_method: manual ai_summary: A technical operational guide detailing the installation and configuration of Zookeeper and Apache Kafka services directly on bare-metal or VM instances running CentOS and RHEL 7. @@ -291366,8 +302458,8 @@ https://www.tecmint.com/install-apache-kafka-in-centos-rhel: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.tecmint.com/install-collectd-and-collectd-web-to-monitor-server-resources-in-linux: + addition_method: manual ai_summary: Curator Insight details configuration steps for Collectd and its accompanying web visualization wrapper. 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Live Grounding verifies that modern utility suites (util-linux) have expanded `column` to natively support JSON output. @@ -291523,8 +302615,8 @@ https://www.tecmint.com/linux-column-command: v2_locations: - linux.md year: N/A - addition_method: manual https://www.tecmint.com/linux-network-bandwidth-monitoring-tools: + addition_method: manual ai_summary: A curated roundup of 16 Linux-native tools for monitoring bandwidth, including iftop, nload, iptraf, and vnstat. Compares real-time CLI visualization, persistent statistics logging, and agent-based collection capabilities. @@ -291552,8 +302644,8 @@ https://www.tecmint.com/linux-network-bandwidth-monitoring-tools: v2_locations: - linux.md year: N/A - addition_method: manual https://www.tecmint.com/manage-containers-using-podman-in-rhel: + addition_method: manual content_hash: c5096e8cea7c75f998ae495dd5511960cc0888102aa598dbd38d4f2942c187da description: '' health_score: 100.0 @@ -291569,8 +302661,8 @@ https://www.tecmint.com/manage-containers-using-podman-in-rhel: v2_locations: - container-managers.md year: N/A - addition_method: manual https://www.tecmint.com/pipe-command-output-to-other-commands: + addition_method: manual ai_summary: An operational analysis of input/output streams and data pipe redirection. 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Live Grounding illustrates its long-lived prominence in backups, deployment syncs, and delta transfers due to its peerless @@ -291624,8 +302716,8 @@ https://www.tecmint.com/rsync-local-remote-file-synchronization-commands: v2_locations: - linux.md year: N/A - addition_method: manual https://www.tecmint.com/run-commands-from-standard-input-using-tee-and-xargs-in-linux: + addition_method: manual content_hash: 67ae757a4e0b21f264b5d2d86eeb84dcde49584ae1dce3ae4d06f3710457894a description: '' health_score: 100.0 @@ -291637,8 +302729,8 @@ https://www.tecmint.com/run-commands-from-standard-input-using-tee-and-xargs-in- v1_locations: - docs/linux.md year: N/A - addition_method: manual https://www.tecmint.com/setup-nginx-haproxy-load-balancer-in-centos-8: + addition_method: manual ai_summary: 'A configuration-focused tutorial detailing how to chain HAProxy as a frontend load balancer in front of an Nginx web tier on CentOS 8. 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It demonstrates how to monitor file systems for modifications, trigger specific automated actions, and query path updates efficiently. @@ -291756,8 +302848,8 @@ https://www.tecmint.com/watchman-monitor-file-changes-in-linux: v2_locations: - linux.md year: N/A - addition_method: manual https://www.telekom-mms.com/blog: + addition_method: manual content_hash: 948cf073733fe8a5d0d822e0380824b10dc9b98fb0a742cd9f38ec417d048da0 health_score: 100.0 last_checked: 1779130494.998838 @@ -291768,8 +302860,8 @@ https://www.telekom-mms.com/blog: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.telepresence.io: + addition_method: manual content_hash: 5103a65b2afcc66d3810598b1ed150a985af7f6c5056552ba39ed68b890096b1 description: '' health_score: 100.0 @@ -291780,8 +302872,8 @@ https://www.telepresence.io: v1_locations: - docs/kubernetes-based-devel.md year: N/A - addition_method: manual https://www.telerik.com/blogs/your-first-microservice-dotnet-6: + addition_method: manual content_hash: bd3a5c9bab78ee680a6d572067059240d5a769004bb4ff7318133a3c453a2329 description: '' health_score: 100.0 @@ -291797,8 +302889,8 @@ https://www.telerik.com/blogs/your-first-microservice-dotnet-6: v2_locations: - dotnet.md year: N/A - addition_method: manual https://www.tenable.com/blog/access-undenied-on-aws: + addition_method: manual content_hash: 2596de9ca8046f27a9c309601612fe7c99a06826eceace4fbdef9c4abc3c54fa health_score: 100.0 last_checked: 1779130494.970103 @@ -291810,8 +302902,8 @@ https://www.tenable.com/blog/access-undenied-on-aws: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md - addition_method: manual https://www.tenable.com/cloud-security/products/cnapp: + addition_method: manual content_hash: 75e05cd24b2d0b75ebf405b2a3fb0308c2203cba0b676089868405bda1db2ce7 health_score: 100.0 last_checked: 1779130494.970829 @@ -291823,8 +302915,8 @@ https://www.tenable.com/cloud-security/products/cnapp: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.tenable.com/cloud-security/solutions/iac: + addition_method: manual content_hash: abd8b7634ab4ee95a02f4d700ea25c1bbe243b4e15ae9ef741a1ead892e6bebd health_score: 100.0 last_checked: 1779130494.952222 @@ -291836,8 +302928,8 @@ https://www.tenable.com/cloud-security/solutions/iac: - 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docs/istio.md year: N/A - addition_method: manual https://www.tetrate.io/blog/vm-to-container-communications-101: + addition_method: manual content_hash: c7a93c6768215ada1a537664c1519aed5e9ea90c1ca973c1631f8235802ac90f description: '' health_score: 100.0 @@ -292757,8 +303849,8 @@ https://www.tetrate.io/blog/vm-to-container-communications-101: v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.tetrate.io/blog/why-do-you-need-istio-when-you-already-have-kubernetes: + addition_method: manual content_hash: 365b6d89f0110a5a3339c8a7e3bac6e5798e3da362b435d0a4e6b7046c4a0689 description: '' health_score: 100.0 @@ -292769,8 +303861,8 @@ https://www.tetrate.io/blog/why-do-you-need-istio-when-you-already-have-kubernet v1_locations: - docs/istio.md year: N/A - addition_method: manual https://www.thatjeffsmith.com/archive/2022/02/best-practices-rest-apis-for-your-database-draft: + addition_method: manual ai_summary: Provides architectural design patterns for exposing relational databases securely via REST APIs using Oracle REST Data Services. Addresses JSON serialization, connection pooling, and endpoint security protocols. @@ -292797,8 +303889,8 @@ https://www.thatjeffsmith.com/archive/2022/02/best-practices-rest-apis-for-your- v2_locations: - oraclecloud.md year: N/A - addition_method: manual https://www.the-aks-checklist.com: + addition_method: manual ai_summary: A highly interactive, community-driven checklist platform designed to validate AKS architectures against recommended practices for security, scalability, operation, and costs. Synthesizing experience from elite Microsoft field engineers, @@ -292827,8 +303919,8 @@ https://www.the-aks-checklist.com: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.theatlantic.com/ideas/archive/2021/07/work-from-home-benefits/619597: + addition_method: manual content_hash: 9f37c952f150224ad7b82d6a4f3f5d994f0038161fb9f70e7c13716392c578ca description: '' health_score: 100.0 @@ -292844,8 +303936,8 @@ https://www.theatlantic.com/ideas/archive/2021/07/work-from-home-benefits/619597 v2_locations: - remote-tech-jobs.md year: N/A - addition_method: manual https://www.theforeman.org: + addition_method: manual content_hash: 5178f12b3974ad8f58d92de2da302695e4bb49d7edb16bfcbbd35b6b30c5e2de description: '' health_score: 100.0 @@ -292861,8 +303953,8 @@ https://www.theforeman.org: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.thegeekstuff.com: + addition_method: manual ai_summary: A massive tutorial database detailing Linux commands, databases, and programming languages. It is highly valued for its structured commands cheatsheets and direct style. @@ -292888,8 +303980,8 @@ https://www.thegeekstuff.com: v2_locations: - linux.md year: N/A - addition_method: manual https://www.theguild.nl/k8s-workshop-in-a-box: + addition_method: manual content_hash: 13fb8c409b1bcd036b6a7617f613cdb58989239a9397f7fc54139205720e5201 description: '' health_score: 100.0 @@ -292900,8 +303992,8 @@ https://www.theguild.nl/k8s-workshop-in-a-box: v1_locations: - docs/demos.md year: N/A - addition_method: manual https://www.theodo.com/en-fr/blog/getting-started-with-kubectl-plugins: + addition_method: manual content_hash: bd687d53c751f37685d7ce37aa020153d7cd6f65e62f8b80766c05c5ab670a94 health_score: 100.0 last_checked: 1779130494.970539 @@ -292912,8 +304004,8 @@ https://www.theodo.com/en-fr/blog/getting-started-with-kubectl-plugins: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.theodo.com/en-fr/blog/how-to-use-kubernetes-pvcs-with-efs-provisioner: + addition_method: manual ai_summary: This technical blog outlines mounting persistent storage to EKS clusters using the legacy Amazon EFS Provisioner. It covers IAM policy settings, storage class mapping, and volume claim binding, which has since transitioned into the @@ -292937,8 +304029,8 @@ https://www.theodo.com/en-fr/blog/how-to-use-kubernetes-pvcs-with-efs-provisione v2_locations: - managed-kubernetes-in-public-cloud.md year: '2020' - addition_method: manual https://www.theodo.com/en-fr/blog/kubernetes-architecture-understanding-the-components-and-structure-of-clusters: + addition_method: manual content_hash: 42ee83352f75999689d9e77d9dcd82c811643a83e47c487ebde01628a06f07d4 health_score: 100.0 last_checked: 1779130495.015798 @@ -292949,8 +304041,8 @@ https://www.theodo.com/en-fr/blog/kubernetes-architecture-understanding-the-comp - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.theodo.com/en-fr/blog/kubernetes-technologies-kubeadm-vs-minikube-kind-and-k3s: + addition_method: manual ai_summary: A side-by-side analysis of Kubeadm, Minikube, kind, and K3s. 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This marked a historical industry shift toward identity validation best practices. 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It analyzes the specific connection pooling challenges inherent to stateless environments, highlighting solutions like AWS @@ -293427,8 +304519,8 @@ https://www.theserverlessmindset.com/p/best-serverless-database: v2_locations: - aws-serverless.md year: N/A - addition_method: manual https://www.theskillpedia.com/managing-docker-images-openshift-tutorial: + addition_method: manual content_hash: 542c34c16a4267ebddd2036707abe2e1c4ce04d1fa2139eed8960866f49979da description: '' health_score: 100.0 @@ -293444,9 +304536,9 @@ https://www.theskillpedia.com/managing-docker-images-openshift-tutorial: v2_locations: - docker.md year: N/A - addition_method: manual ? https://www.thestack.technology/how-kubernetes-operators-fit-into-to-platform-building-and-when-traditional-iac-isnt-enough -: content_hash: 07f10ebb12cfbd4fd24884e24ec35b32dc382a2711e12d98982241895fe1604a +: addition_method: manual + content_hash: 07f10ebb12cfbd4fd24884e24ec35b32dc382a2711e12d98982241895fe1604a description: '' health_score: 100.0 last_checked: 1779030232.023777 @@ -293466,8 +304558,8 @@ https://www.theskillpedia.com/managing-docker-images-openshift-tutorial: - iac.md - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.thestack.technology/vmware-is-killing-off-56-products-including-vsphere-hypervisor-and-nsx: + addition_method: manual content_hash: 746b483a7b850598d3568812f3e4c005a59572279b6a957a774b004a9d1a6d82 description: '' health_score: 100.0 @@ -293484,8 +304576,8 @@ https://www.thestack.technology/vmware-is-killing-off-56-products-including-vsph v2_locations: - introduction.md year: N/A - addition_method: manual https://www.theverge.com/2022/3/29/23002138/google-docs-markdown-support-formatting-update: + addition_method: manual ai_summary: 'News coverage of Google Workspace''s expanded native Markdown support, allowing users to format lists, headers, and text formatting via inline Markdown symbols inside Google Docs. Double-Evidence: Highlighting the convergence of developer @@ -293515,8 +304607,8 @@ https://www.theverge.com/2022/3/29/23002138/google-docs-markdown-support-formatt v2_locations: - mkdocs.md year: N/A - addition_method: manual https://www.thinksys.com/azure/azure-devops-pipeline-complete-guide: + addition_method: manual content_hash: d6ef7174b152c13306828c3b4f91dea4233447e91b2f2dbc776432b2b9ec9c11 description: '' health_score: 100.0 @@ -293527,8 +304619,8 @@ https://www.thinksys.com/azure/azure-devops-pipeline-complete-guide: v1_locations: - docs/azure.md year: N/A - addition_method: manual https://www.thinksys.com/devops/docker-swarm-vs-kubernetes-comparison: + addition_method: manual content_hash: 243f8fcdb34f3bf0f0feb1d1b2ce64f1212a975c4c0d0fced3c16f41c999ff01 description: '' health_score: 100.0 @@ -293539,8 +304631,8 @@ https://www.thinksys.com/devops/docker-swarm-vs-kubernetes-comparison: v1_locations: - docs/kubernetes-alternatives.md year: N/A - addition_method: manual https://www.thinksys.com/devops/kubernetes-autoscaling: + addition_method: manual content_hash: 6e7d2859c98e229a86356d3a61dc1b4bcb1f51f178c93cc1826e506a9dc02bb9 description: '' health_score: 100.0 @@ -293551,8 +304643,8 @@ https://www.thinksys.com/devops/kubernetes-autoscaling: v1_locations: - docs/kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.thinksys.com/devops/kubernetes-multi-tenancy: + addition_method: manual content_hash: 472088565403aa52c94d39cd7d62423793732089d306ea649a411c56cd82a2af description: '' health_score: 100.0 @@ -293563,8 +304655,8 @@ https://www.thinksys.com/devops/kubernetes-multi-tenancy: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.thomasmaurer.ch: + addition_method: manual content_hash: 2f013c176e750abdcbaad189fb8970d5ca1dddde8c507d4e4a9eda7ccad9ce7d description: '' health_score: 100.0 @@ -293580,8 +304672,8 @@ https://www.thomasmaurer.ch: v2_locations: - azure.md year: N/A - addition_method: manual https://www.thomasmaurer.ch/2020/04/enable-powershell-ssh-remoting-in-powershell-7: + addition_method: manual content_hash: 87543965de382429cffdf9e897f6fefb6c42d5568756f11e4a1753a94b2f0853 description: '' health_score: 100.0 @@ -293597,8 +304689,8 @@ https://www.thomasmaurer.ch/2020/04/enable-powershell-ssh-remoting-in-powershell v2_locations: - azure.md year: N/A - addition_method: manual https://www.thomasmaurer.ch/2020/06/how-to-install-a-windows-server-container-host: + addition_method: manual content_hash: 37469832da1ec68614234300fdad99e7c2bec31e3babed2d91225dad8608454f description: '' health_score: 100.0 @@ -293614,15 +304706,15 @@ https://www.thomasmaurer.ch/2020/06/how-to-install-a-windows-server-container-ho v2_locations: - azure.md year: N/A - addition_method: manual https://www.thomasmaurer.ch/2020/07/download-new-azure-architecture-icons-now: + addition_method: manual content_hash: b6784ef1309d02fd4a3b67ad580867c72e447e5bebea05293126a33d8249e1f7 health_score: 100.0 last_checked: 1779034031.282671 v1_locations: - docs/cloud-arch-diagrams.md - addition_method: manual https://www.thomasmaurer.ch/2020/12/learn-how-to-deploy-and-manage-azure-resources-with-arm-templates: + addition_method: manual content_hash: 21812278201b0c137997a79e68b5b57365c753885bbf76ecc0b6eb57191b7b86 description: '' health_score: 100.0 @@ -293639,8 +304731,8 @@ https://www.thomasmaurer.ch/2020/12/learn-how-to-deploy-and-manage-azure-resourc v2_locations: - azure.md year: N/A - addition_method: manual https://www.thomasmaurer.ch/2021/02/how-to-check-the-available-vm-sizes-skus-by-azure-region: + addition_method: manual content_hash: c2a9d2f8ebe32e273e5eaf0a7585df82a2c8b6c5591c93c05e04bc8cbe97f3eb description: '' health_score: 100.0 @@ -293656,8 +304748,8 @@ https://www.thomasmaurer.ch/2021/02/how-to-check-the-available-vm-sizes-skus-by- v2_locations: - azure.md year: N/A - addition_method: manual https://www.thomasmaurer.ch/2021/06/run-cloud-native-apps-on-azure-paas-anywhere: + addition_method: manual content_hash: 19600f9b229be2f2a1ed869f8a3ea8998128d9d914922a771121648c811b9cf6 description: '' health_score: 100.0 @@ -293673,8 +304765,8 @@ https://www.thomasmaurer.ch/2021/06/run-cloud-native-apps-on-azure-paas-anywhere v2_locations: - azure.md year: N/A - addition_method: manual https://www.thomasmaurer.ch/2021/07/getting-started-with-windows-package-manager-winget: + addition_method: manual content_hash: a685f0d61ded246dabb9fd558612810aadf49875341fb6f40fca9deb5447fd98 description: '' health_score: 100.0 @@ -293690,8 +304782,8 @@ https://www.thomasmaurer.ch/2021/07/getting-started-with-windows-package-manager v2_locations: - azure.md year: N/A - addition_method: manual https://www.thomasmaurer.ch/2021/07/powershell-download-script-or-file-from-github: + addition_method: manual content_hash: f0552fca24e103f1d350090bf0d4b5b34435816a49fce207313ca04791f1e208 description: '' health_score: 100.0 @@ -293707,8 +304799,8 @@ https://www.thomasmaurer.ch/2021/07/powershell-download-script-or-file-from-gith v2_locations: - azure.md year: N/A - addition_method: manual https://www.thomasmaurer.ch/2022/01/how-to-learn-microsoft-azure-in-2022: + addition_method: manual content_hash: 8f0ef056dd899a18e4cc00749370d8a561e3208f09417fcd964c4764f213f0ef description: '' health_score: 100.0 @@ -293724,8 +304816,8 @@ https://www.thomasmaurer.ch/2022/01/how-to-learn-microsoft-azure-in-2022: v2_locations: - azure.md year: N/A - addition_method: manual https://www.thomasmaurer.ch/2023/09/azure-landing-zone-review-assessment: + addition_method: manual content_hash: c6c4adcdbde9c4c87305d39b2bcaa29ff0c36a4392967a4d91122e6384079e8e description: '' health_score: 100.0 @@ -293741,8 +304833,8 @@ https://www.thomasmaurer.ch/2023/09/azure-landing-zone-review-assessment: v2_locations: - azure.md year: N/A - addition_method: manual https://www.thorsten-hans.com/azure-arc-enabled-kubernetes-digital-ocean: + addition_method: manual content_hash: abf7ed61211f93e8c87b70819a742f5d021fa0ec229f1f449eed486137c1191f health_score: 100.0 last_checked: 1779130495.003184 @@ -293753,8 +304845,8 @@ https://www.thorsten-hans.com/azure-arc-enabled-kubernetes-digital-ocean: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://www.thorsten-hans.com/debugging-apps-in-kubernetes-with-bridge: + addition_method: manual content_hash: d55b2864d4d5085705e110ee696d6c3efc6580b5bc6d08f270f54ffda2389a09 description: '' health_score: 100.0 @@ -293772,8 +304864,8 @@ https://www.thorsten-hans.com/debugging-apps-in-kubernetes-with-bridge: - kubernetes-troubleshooting.md - visual-studio.md year: N/A - addition_method: manual https://www.thorsten-hans.com/encrypt-your-kubernetes-secrets-with-mozilla-sops: + addition_method: manual ai_summary: A practical guide to securing GitOps pipelines by encrypting Kubernetes Secrets with Mozilla SOPS. Focuses on integrating Age or GPG keys to keep raw secrets out of Git while keeping deployment automation intact. @@ -293800,8 +304892,8 @@ https://www.thorsten-hans.com/encrypt-your-kubernetes-secrets-with-mozilla-sops: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.thorsten-hans.com/hot-reload-net-configuration-in-kubernetes-with-configmaps: + addition_method: manual content_hash: 07fad22ff7a7bc19447504888dd4195be9725cc5c13d7ca5189838c34340cd9b description: '' health_score: 100.0 @@ -293817,8 +304909,8 @@ https://www.thorsten-hans.com/hot-reload-net-configuration-in-kubernetes-with-co v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.thoughtworks.com/es-es/insights/blog: + addition_method: manual content_hash: 88afabaa8f544b8b732103733d9aacbd7a5c91859ead663e223949e15b0055a9 health_score: 100.0 last_checked: 1779130494.995777 @@ -293831,8 +304923,8 @@ https://www.thoughtworks.com/es-es/insights/blog: v2_locations: - jenkins.md - demos.md - addition_method: manual https://www.thoughtworks.com/es/insights/blog/modernizing-your-build-pipelines: + addition_method: manual content_hash: 35f670a232ec76b6cff0f76139bb57f07735789903b4647190ea9aafdd19610a description: '' health_score: 100.0 @@ -293845,8 +304937,8 @@ https://www.thoughtworks.com/es/insights/blog/modernizing-your-build-pipelines: - docs/demos.md - docs/jenkins.md year: N/A - addition_method: manual https://www.thoughtworks.com/insights/blog/nosql-databases-overview: + addition_method: manual content_hash: fc9ee24037f48ca1e81f318b2cc923ef2e9aa86058d32f0baa43b3d0ac64029e description: '' health_score: 100.0 @@ -293862,22 +304954,22 @@ https://www.thoughtworks.com/insights/blog/nosql-databases-overview: v2_locations: - nosql.md year: N/A - addition_method: manual https://www.thoughtworks.com/insights/continuous-delivery: + addition_method: manual content_hash: 3fa760463d14e5efb68ad75ed8a382c8d2ca5a32de698fe3caf4cc23f2073922 health_score: 100.0 last_checked: 1779032282.521243 v1_locations: - docs/cicd.md - addition_method: manual https://www.thoughtworks.com/insights/topic/continuous-delivery: + addition_method: manual content_hash: 2c46f943b8ab8ec852398ae74fad4cb17cd3005a618dab419e3dfb4db56abd48 health_score: 100.0 last_checked: 1779130495.008879 v1_locations: - docs/cicd.md - addition_method: manual https://www.thoughtworks.com/radar/platforms/kubernetes: + addition_method: manual content_hash: aaa68afdc5020dc29587b67c0f28ab228a579bf0d24574a9fecb58aad7240820 description: '' health_score: 100.0 @@ -293895,8 +304987,8 @@ https://www.thoughtworks.com/radar/platforms/kubernetes: - introduction.md - yaml.md year: N/A - addition_method: manual https://www.thoughtworks.com/radar/techniques/templating-in-yaml: + addition_method: manual ai_summary: Curator Insight evaluates the systemic limitations and anti-patterns of using text-templating engines on structured YAML configurations. Live Grounding discusses alternative declarative configuration techniques, highlighting how text @@ -293926,8 +305018,8 @@ https://www.thoughtworks.com/radar/techniques/templating-in-yaml: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://www.thoughtworks.com/radar/tools/helm: + addition_method: manual ai_summary: Thoughtworks Technology Radar page validating Helm's position as the primary package manager for Kubernetes. Underlines how the server-side removal (Tiller) in Helm v3 fundamentally resolved security risks. @@ -293956,8 +305048,8 @@ https://www.thoughtworks.com/radar/tools/helm: - helm.md - yaml.md year: N/A - addition_method: manual https://www.threatstack.com: + addition_method: manual content_hash: 958c08eaef6a52db162286d6f0e64e3014fc60e99412fb0da5e366a783d72ec2 description: '' health_score: 100.0 @@ -293968,8 +305060,8 @@ https://www.threatstack.com: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.threatstack.com/blog/50-best-aws-cloudwatch-tutorials: + addition_method: manual content_hash: 5866a62e1ba5828a72ea74873bbea786ee4dba954cbb5db0322cef69f34a7cf2 description: '' health_score: 100.0 @@ -293980,15 +305072,15 @@ https://www.threatstack.com/blog/50-best-aws-cloudwatch-tutorials: v1_locations: - docs/aws-monitoring.md year: N/A - addition_method: manual https://www.thunderclient.io: + addition_method: manual content_hash: e2730f8399e1a75f4910471b28803a44c0d699abe174fb4a66f87bda5caa05e2 health_score: 100.0 last_checked: 1779030783.670016 v1_locations: - docs/visual-studio.md - addition_method: manual https://www.tigera.io: + addition_method: manual content_hash: 9e5b4057e42f04381ead498416f07ebf158017daa0b7ecd19916137aedaae1d1 description: '' health_score: 100.0 @@ -294004,8 +305096,8 @@ https://www.tigera.io: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.tigera.io/blog/calico-wireguard-support-with-azure-cni: + addition_method: manual ai_summary: Technical guide showing how to set up pod-to-pod network encryption in AKS using Calico WireGuard with Azure CNI. Discusses how to configure high-performance, secure cross-pod tunnels without the complex setups of traditional IPSec mesh @@ -294033,8 +305125,8 @@ https://www.tigera.io/blog/calico-wireguard-support-with-azure-cni: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.tigera.io/blog/comparing-kube-proxy-modes-iptables-or-ipvs: + addition_method: manual content_hash: 9aef1926e4dfd496deab22af8214963cb02c21ccd99a151ced2147489ef3ffe3 description: '' health_score: 100.0 @@ -294050,8 +305142,8 @@ https://www.tigera.io/blog/comparing-kube-proxy-modes-iptables-or-ipvs: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.tigera.io/blog/enforcing-network-security-policies-with-gitops-part-1: + addition_method: manual content_hash: aee24620e3e328c9f899581fbda5a9cd1c9abe8759a91ad6014ed13e556786b6 description: '' health_score: 100.0 @@ -294068,8 +305160,8 @@ https://www.tigera.io/blog/enforcing-network-security-policies-with-gitops-part- v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.tigera.io/blog/kubernetes-security-policy-10-critical-best-practices: + addition_method: manual ai_summary: A structured set of recommendations for designing resilient network and security policies. Curator insight advises transitioning from flat networks to zero-trust micro-segmentation. Live grounding reveals that enforcing default-deny @@ -294099,8 +305191,8 @@ https://www.tigera.io/blog/kubernetes-security-policy-10-critical-best-practices v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.tigera.io/blog/turbocharging-aks-networking-with-calico-ebpf: + addition_method: manual ai_summary: Tigera-published analysis showing direct performance gains when enabling Calico eBPF networking inside AKS. Contrasts packet processing throughput and latency metrics against standard IPTable configurations. Recommended for low-latency @@ -294128,8 +305220,8 @@ https://www.tigera.io/blog/turbocharging-aks-networking-with-calico-ebpf: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.tigerdata.com/blog/prometheus-vs-opentelemetry-metrics-a-complete-guide: + addition_method: manual content_hash: 9dd30075f2f4570823f65381c345e5f242a50c22b729ecfcd05b0343bacdc72e health_score: 100.0 last_checked: 1779130495.023087 @@ -294141,15 +305233,15 @@ https://www.tigerdata.com/blog/prometheus-vs-opentelemetry-metrics-a-complete-gu - docs/monitoring.md v2_locations: - monitoring.md - addition_method: manual https://www.tigerdata.com/cloud: + addition_method: manual content_hash: 361828a04b77b17eec948ad47a2e6f33f7a163fdc1e2f489fb3c7e5c16a4c084 health_score: 100.0 last_checked: 1779130494.992606 v1_locations: - docs/monitoring.md - addition_method: manual https://www.tigerdata.com/learn/postgres-cheat-sheet: + addition_method: manual content_hash: a979ce0f2483a617b8dc92da65dfd027b16e289033edd0e7c32b193627d1a469 health_score: 100.0 last_checked: 1779130494.947714 @@ -294161,8 +305253,12 @@ https://www.tigerdata.com/learn/postgres-cheat-sheet: - docs/cheatsheets.md v2_locations: - cheatsheets.md - addition_method: manual +https://www.tiktok.com/@broadwayourwaysf/video/7645007016355745037?_r=1&_t=ZT-96kKlRAHb49: + last_checked: 1780401152.31572 + score: 15 + status: FILTERED https://www.timescale.com/blog/generate-and-store-opentelemetry-traces-automatically: + addition_method: manual content_hash: f0ed8e9f2d1ab95eab3a917a8e7a1c5fd3e38aa5380f165c858dd8fb3247e5f7 description: '' health_score: 100.0 @@ -294173,8 +305269,8 @@ https://www.timescale.com/blog/generate-and-store-opentelemetry-traces-automatic v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.timescale.com/blog/prometheus-vs-opentelemetry-metrics-a-complete-guide: + addition_method: manual content_hash: c7e62cc924ae5e7314a5f4d4e604531933dc1553802c71832681b3d984f38cac description: '' health_score: 100.0 @@ -294185,8 +305281,8 @@ https://www.timescale.com/blog/prometheus-vs-opentelemetry-metrics-a-complete-gu v1_locations: - docs/monitoring.md year: N/A - addition_method: manual https://www.timewatch.com/blog/outlook-resource-scheduling: + addition_method: manual content_hash: 0dcfa69aba0fe65e76e2f9c77bf0f104de216e97ce8ca53aedde8a0175ac84e9 health_score: 100.0 last_checked: 1779130494.973074 @@ -294198,8 +305294,8 @@ https://www.timewatch.com/blog/outlook-resource-scheduling: - docs/appointment-scheduling.md v2_locations: - appointment-scheduling.md - addition_method: manual https://www.timewatch.com/outlook-resource-scheduling: + addition_method: manual content_hash: b543bffce8e7e006065d585e87ba9d3a975f3555610aa50bc4bf67f6cee9ddcb description: '' health_score: 100.0 @@ -294211,8 +305307,8 @@ https://www.timewatch.com/outlook-resource-scheduling: v1_locations: - docs/appointment-scheduling.md year: N/A - addition_method: manual https://www.tkng.io: + addition_method: manual content_hash: 382fde03b827150658269df8374841efa3d4bef7fd921d198aaf241da8597559 description: '' health_score: 100.0 @@ -294228,8 +305324,8 @@ https://www.tkng.io: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.tkng.io/arch: + addition_method: manual content_hash: 738c84a8b57761fd2d103edce9e1f3148fa3800c4e164f7dcde9486ea0aa618e description: '' health_score: 100.0 @@ -294245,8 +305341,8 @@ https://www.tkng.io/arch: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.toolbox.com/tech/devops/articles/automating-sre-to-scale-operations: + addition_method: manual ai_summary: An executive guide to how site reliability engineering helps scale complex IT footprints by converting manually executed procedures into self-healing code. It emphasizes how establishing shared error budgets minimizes organization-wide @@ -294274,8 +305370,8 @@ https://www.toolbox.com/tech/devops/articles/automating-sre-to-scale-operations: v2_locations: - sre.md year: N/A - addition_method: manual https://www.toolbox.com/tech/devops/articles/more-organizations-adopting-gitops: + addition_method: manual content_hash: 8dc621a8e5a84ec48470ab9b14d082a5b714de856b23865ece4643ab5ee9b30b description: '' health_score: 100.0 @@ -294291,8 +305387,8 @@ https://www.toolbox.com/tech/devops/articles/more-organizations-adopting-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.toptal.com: + addition_method: manual ai_summary: Elite freelance network marketing the "top 3%" of global software engineering, design, and financial talent, offering thorough language and technical vetting. complexity: Intermediate @@ -294318,8 +305414,8 @@ https://www.toptal.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.toptal.com/kubernetes/service-mesh-comparison: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -294333,8 +305429,8 @@ https://www.toptal.com/kubernetes/service-mesh-comparison: v2_locations: - servicemesh.md year: N/A - addition_method: manual https://www.toptal.com/software/trunk-based-development-git-flow: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -294348,8 +305444,8 @@ https://www.toptal.com/software/trunk-based-development-git-flow: v2_locations: - git.md year: N/A - addition_method: manual https://www.toptechskills.com/ansible-tutorials-courses: + addition_method: manual content_hash: c1f239b3909530a2824d8f03b25f50f64faba8f3f0ccc760ecef8063cfa616db description: '' health_score: 100.0 @@ -294365,8 +305461,8 @@ https://www.toptechskills.com/ansible-tutorials-courses: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.toptechskills.com/ansible-tutorials-courses/speed-up-ansible-playbooks-pipelining-mitogen: + addition_method: manual content_hash: 001cfcb0f6f6bd55c3a8dc74752da5c93df3f54bccb5ddaa01e28a2ed1325252 description: '' health_score: 100.0 @@ -294386,8 +305482,8 @@ https://www.toptechskills.com/ansible-tutorials-courses/speed-up-ansible-playboo v2_locations: - ansible.md year: N/A - addition_method: manual https://www.traceable.ai/blog-post/use-the-owasp-api-top-10-to-secure-your-apis: + addition_method: manual ai_summary: This architectural analysis explains how to leverage the OWASP API Security Top 10 framework to safeguard distributed endpoints. It contrasts traditional edge network controls with modern, context-aware API monitoring, providing engineers @@ -294416,8 +305512,8 @@ https://www.traceable.ai/blog-post/use-the-owasp-api-top-10-to-secure-your-apis: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.travis-ci.com: + addition_method: manual content_hash: 8d06ca1ced4bc0d95ac648aa15d88351ec08e893af7c7d588df4a7683d362931 health_score: 100.0 last_checked: 1779130494.947841 @@ -294429,8 +305525,8 @@ https://www.travis-ci.com: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://www.trek10.com/blog/beginners-guide-to-using-terraform-with-aws: + addition_method: manual content_hash: 7f61e9a97e6a9dbcc3f2e954bde4db4ed208deaf6c60619a44ff7ace7d9b397b description: '' health_score: 100.0 @@ -294441,8 +305537,8 @@ https://www.trek10.com/blog/beginners-guide-to-using-terraform-with-aws: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://www.trek10.com/blog/control-tower-then-vs-now: + addition_method: manual content_hash: ad251c2f13950503eaaa02e9d9061628ead020456d00eb39e927c858bb977b2a description: '' health_score: 100.0 @@ -294453,8 +305549,8 @@ https://www.trek10.com/blog/control-tower-then-vs-now: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://www.trek10.com/blog/pragmatic-enterprise-cicd: + addition_method: manual content_hash: eb32c83701af6b48a72cc99c2939f34570b03274e0d939fb5b3877a985920c22 description: '' health_score: 100.0 @@ -294465,8 +305561,8 @@ https://www.trek10.com/blog/pragmatic-enterprise-cicd: v1_locations: - docs/cicd.md year: N/A - addition_method: manual https://www.tremolo.io/post/pipelines-and-kubernetes-authentication: + addition_method: manual content_hash: c9d533ac8e1cac12e25e51a403f8d3fbc4bf87ef5e49d1b336a0d057b212e6bb health_score: 100.0 last_checked: 1779130494.941309 @@ -294477,8 +305573,8 @@ https://www.tremolo.io/post/pipelines-and-kubernetes-authentication: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.tremolo.io/post/secure-access-to-kubernetes-from-your-pipeline: + addition_method: manual content_hash: c17e4721166824bbb679907ad0a4351ee3a4ea692c998bcd4ee6ad8d68466250 health_score: 100.0 last_checked: 1779130495.018799 @@ -294489,8 +305585,8 @@ https://www.tremolo.io/post/secure-access-to-kubernetes-from-your-pipeline: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://www.tremolo.io/post/updating-kube-oidc-proxy: + addition_method: manual content_hash: 05b0bb2eb0b40da1592c5241ee201ad4eea2b91c59c24fd059508c54075fbf21 health_score: 100.0 last_checked: 1779130494.94129 @@ -294501,8 +305597,8 @@ https://www.tremolo.io/post/updating-kube-oidc-proxy: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://www.tremolosecurity.com/post/pipelines-and-kubernetes-authentication: + addition_method: manual content_hash: 460035d7ed1ca4cc537b04e23567c535c51c399992deb23290f94e4ca370dbf2 description: '' health_score: 100.0 @@ -294513,8 +305609,8 @@ https://www.tremolosecurity.com/post/pipelines-and-kubernetes-authentication: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.tremolosecurity.com/post/secure-access-to-kubernetes-from-your-pipeline: + addition_method: manual content_hash: 5cf4d324be0620b92ef442c160510d6d9f0cc037c1e243e753dbb83ee8c3cc0c description: '' health_score: 100.0 @@ -294525,8 +305621,8 @@ https://www.tremolosecurity.com/post/secure-access-to-kubernetes-from-your-pipel v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.tremolosecurity.com/post/updating-kube-oidc-proxy: + addition_method: manual content_hash: 7fbc3181a8228abf5b684e04035db44dc0aa0c5da8933087fb5976c5468aee6c description: '' health_score: 100.0 @@ -294537,8 +305633,8 @@ https://www.tremolosecurity.com/post/updating-kube-oidc-proxy: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.tricentis.com/blog/automated-continuous-performance-testing: + addition_method: manual content_hash: 7a83ad104a05da294d85c17895a2adf15280f445f0e2706ddc3efefc11a1f82f description: '' health_score: 100.0 @@ -294549,8 +305645,8 @@ https://www.tricentis.com/blog/automated-continuous-performance-testing: v1_locations: - docs/api.md year: N/A - addition_method: manual https://www.triggermesh.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -294564,8 +305660,8 @@ https://www.triggermesh.com: v2_locations: - serverless.md year: N/A - addition_method: manual https://www.trilio.io/triliovault-for-kubernetes: + addition_method: manual content_hash: 0f72b01ffc31a7ed3ad752cf3041833e8d4cbf96837eb20adfecc2158ffa957c description: '' health_score: 100.0 @@ -294580,8 +305676,8 @@ https://www.trilio.io/triliovault-for-kubernetes: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://www.trio.dev/react/resources/angular-vs-react: + addition_method: manual content_hash: d3be670a8f8e8897182845ebd6b1673045e60ab7e8545606b555ea2019fe312e description: '' health_score: 100.0 @@ -294592,8 +305688,8 @@ https://www.trio.dev/react/resources/angular-vs-react: v1_locations: - docs/devel-sites.md year: N/A - addition_method: manual https://www.tripwire.com/state-of-security/devops/everything-need-to-know-about-ci-cd-security: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -294607,8 +305703,8 @@ https://www.tripwire.com/state-of-security/devops/everything-need-to-know-about- v2_locations: - cicd.md year: N/A - addition_method: manual https://www.troyhunt.com/your-api-versioning-is-wrong-which-is: + addition_method: manual content_hash: 8e5d5452b5f2ee8c8031d84fdff6769db7159eb2a0666b2b1321eac537d456f3 description: '' health_score: 100.0 @@ -294625,8 +305721,8 @@ https://www.troyhunt.com/your-api-versioning-is-wrong-which-is: v2_locations: - api.md year: N/A - addition_method: manual https://www.truelancer.com: + addition_method: manual ai_summary: Multi-category freelance network connecting businesses with global technical, creative, and administrative remote professionals. complexity: Beginner @@ -294652,8 +305748,8 @@ https://www.truelancer.com: v2_locations: - freelancing.md year: N/A - addition_method: manual https://www.trustradius.com/platform-as-a-service-paas: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -294667,8 +305763,8 @@ https://www.trustradius.com/platform-as-a-service-paas: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.tusacentral.com/joomla/index.php/mysql-blogs/243-mysql-on-kubernetes-demystified: + addition_method: manual content_hash: e93592d634d5e1fc59388e3cfc18d46ff89b6d6a5945494cfc8af402d473e858 health_score: 100.0 last_checked: 1779030979.490484 @@ -294679,8 +305775,8 @@ https://www.tusacentral.com/joomla/index.php/mysql-blogs/243-mysql-on-kubernetes - docs/databases.md v2_locations: - databases.md - addition_method: manual https://www.tutorialspoint.com: + addition_method: manual content_hash: 6609a311fb0e4384e9f2dd6218ef67fe420e2974191aea18619640aaae85962a health_score: 100.0 last_checked: 1779034223.861887 @@ -294691,8 +305787,8 @@ https://www.tutorialspoint.com: - docs/elearning.md v2_locations: - elearning.md - addition_method: manual https://www.tutorialspoint.com/jmeter/pdf/jmeter_quick_guide.pdf: + addition_method: manual ai_summary: A fundamental PDF reference covering JMeter elements, request structures, variables, assertions, and visualization. Acts as an excellent quick-reference material for performance engineers. @@ -294720,8 +305816,8 @@ https://www.tutorialspoint.com/jmeter/pdf/jmeter_quick_guide.pdf: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://www.tutorialspoint.com/openshift: + addition_method: manual content_hash: f09fc89bf3d8390ceaa1170e80ee3096e88425d8d23d2bbd6f7683bf7be108f6 description: '' health_score: 100.0 @@ -294732,8 +305828,8 @@ https://www.tutorialspoint.com/openshift: v1_locations: - docs/elearning.md year: N/A - addition_method: manual https://www.tutorialspoint.com/openshift/index.htm: + addition_method: manual ai_summary: A structured, introductory tutorial covering Red Hat OpenShift cluster components, deployment mechanisms, and basic developer workflows. Best as a baseline primer for legacy container modernization projects. @@ -294755,8 +305851,8 @@ https://www.tutorialspoint.com/openshift/index.htm: v2_locations: - elearning.md year: '2021' - addition_method: manual https://www.tutorialworks.com/difference-docker-containerd-runc-crio-oci: + addition_method: manual content_hash: 400cb55213ef8b765d77fa7717f93eb681993512c2356786b77da0ae99130708 description: '' health_score: 100.0 @@ -294773,8 +305869,8 @@ https://www.tutorialworks.com/difference-docker-containerd-runc-crio-oci: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.tutorialworks.com/podman-systemd: + addition_method: manual content_hash: 123ee190c96669690620def9a0c8f2aaa34f3551d0839faca40a6f353e2ad253 description: '' health_score: 100.0 @@ -294791,8 +305887,8 @@ https://www.tutorialworks.com/podman-systemd: v2_locations: - container-managers.md year: N/A - addition_method: manual https://www.twistlock.com: + addition_method: manual content_hash: 61e75da2e5f6a0ab85cddc84bf4eab34802948be1ba962b2da3ee9207571924b description: '' health_score: 100.0 @@ -294803,8 +305899,8 @@ https://www.twistlock.com: v1_locations: - docs/devsecops.md year: N/A - addition_method: manual https://www.twitch.tv/acloudguruofficial: + addition_method: manual ai_summary: A community-focused streaming hub for real-time cloud-native development labs and live certification study sessions. Delivers accessible developer enablement guides in interactive video formats. @@ -294831,8 +305927,8 @@ https://www.twitch.tv/acloudguruofficial: v2_locations: - aws-training.md year: N/A - addition_method: manual https://www.twitch.tv/redhatopenshift: + addition_method: manual content_hash: a731a58c4cf35c01b23fd7dacc8e09df8eb4bc2eb15a51901ca0e290ddc55b4b description: '' health_score: 100.0 @@ -294848,24 +305944,142 @@ https://www.twitch.tv/redhatopenshift: v2_locations: - openshift.md year: N/A - addition_method: manual https://www.typescriptlang.org: + addition_method: manual last_checked: 1779388633.499795 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - cheatsheets.md - addition_method: manual +https://www.uber.com/us/en/blog/modernizing-artifact-storage: + addition_method: automatic + ai_summary: 'Curator Insight: A classic systems engineering case study showing how + large monorepo developer workflows can be optimized by migrating build-time dependency + resolution to managed cloud storage. Live Grounding (MCP): Production evaluations + detail Uber''s decade-long on-prem legacy architecture and the hybrid multi-region + cloud deployment that replaced it, achieving robust SLA guarantees while significantly + reducing cluster operational overhead.' + category: cicd-kubernetes-plugins + complexity: Advanced + content_hash: N/A + description: How Uber transitioned from an on-premise custom cluster to a modernized, + managed cloud storage system to handle global monorepo dependencies. + hierarchy: + - DevOps and SRE + - Artifact Lifecycle Management + - Hybrid Infrastructure + is_microservice: false + language: English + last_checked: 1780352705.314541 + reputation_status: Vetted + reputation_summary: Regarded as a highly informative, production-proven architectural + reference for massive monorepo scaling and build system optimization. + resource_type: article + social_preview_url: '' + source_provenance: X.com (UberEng) + stars: 4 + status: online + suggested_new_category: '' + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: Modernizing Artifact Storage at Uber + year: '2026' +https://www.uber.com/us/en/blog/scaling-real-time-traffic: + addition_method: automatic + ai_summary: 'Curator Insight: Uber AI''s ongoing research into spatial-temporal + predictions highlights the necessity of blending deep neural networks with physical + topology representations. + + + Live Grounding: This May 2026 publication demonstrates how a customized Graph-Aware + Transformer handles complex map networks with low latency at Uber''s global scale. + + + Engineering Highlights: + + - Combines graph network topologies with attention mechanisms to process high-dimensional + spatial-temporal inputs. + + - Integrates with real-time serving infrastructure to reduce CPU overhead during + prediction steps. + + - Directly improves ETA precision and dispatch routing without increasing system + resource footprint.' + category: ai-agents-mcp + complexity: advanced + content_hash: N/A + description: Uber's engineering deep-dive on scaling spatial-temporal prediction + models for real-time traffic forecasting using a customized Graph-Aware Transformer + architecture. + hierarchy: + - Artificial Intelligence + - Deep Learning + - Spatial-Temporal Forecasting + - Graph Transformers + is_microservice: false + language: en + last_checked: 1780352168.173257 + reputation_status: Vetted + reputation_summary: Highly praised research from Uber AI demonstrating efficient + spatial-temporal deep learning models deployed at hyper-scale for transport networks. + resource_type: article + social_preview_url: '' + source_provenance: X.com (UberEng) + stars: 4 + status: online + suggested_new_category: mlops + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: Scaling Real-Time Traffic Forecasting with a Graph-Aware Transformer + year: '2026' +https://www.uber.com/us/en/blog/solving-the-agent-identity-crisis: + addition_method: automatic + ai_summary: 'Curator Insight: Uber’s identity framework presents a pioneering solution + to the auditability gap in autonomous agent-to-agent (A2A) workflows. Live Grounding + outlines how the architecture integrates Model Context Protocol (MCP) with SPIRE-backed + workload identities and a secure Security Token Service (STS). By enforcing a + cryptographically signed ''actor chain'' JWT, Uber enables complete end-to-end + lineage tracking, showing precisely which human operator initiated a multi-hop + agentic system action.' + category: ai-agents-mcp + complexity: Advanced + content_hash: N/A + description: Detailed overview of Uber's cryptographically secure SPIRE and MCP-based + identity framework for microservice-aware AI agents. + hierarchy: + - Cloud Security + - AI Agents + - Identity and Access Management + is_microservice: true + language: en + last_checked: 1780352424.113375 + reputation_status: Vetted + reputation_summary: Highly influential technical case study by Uber's security and + platform team. + resource_type: blog + social_preview_url: '' + source_provenance: X.com (UberEng) + stars: 4 + status: online + suggested_new_category: '' + tags: + - CASE STUDY + - ENTERPRISE-STABLE + title: Solving the Identity Crisis for AI Agents + year: '2026' https://www.udacity.com/course/web-accessibility--ud891: + addition_method: manual content_hash: ce125cf594074ceb4bbb1418da825ced4882e429cad735b863e745ab67f23b37 health_score: 100.0 last_checked: 1779030232.165419 needs_ai_refresh: true v1_locations: - docs/javascript.md - addition_method: manual https://www.udemy.com: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -294879,8 +306093,8 @@ https://www.udemy.com: v2_locations: - elearning.md year: N/A - addition_method: manual https://www.udemy.com/ansible-essentials-simplicity-in-automation: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -294894,8 +306108,8 @@ https://www.udemy.com/ansible-essentials-simplicity-in-automation: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.udemy.com/course/amazon-eks-starter-kubernetes-on-aws: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -294909,8 +306123,8 @@ https://www.udemy.com/course/amazon-eks-starter-kubernetes-on-aws: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.udemy.com/course/containers-101: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -294920,8 +306134,8 @@ https://www.udemy.com/course/containers-101: v1_locations: - 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Demonstrates how Istio performs true request-level L7 load balancing to evenly distribute traffic @@ -295369,8 +306583,8 @@ https://www.useanvil.com/blog/engineering/load-balancing-grpc-in-kubernetes-with v2_locations: - istio.md year: N/A - addition_method: manual https://www.usepine.com/blog/en/improving-cert-manager-self-check-speed-when-issuing-certificates: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -295385,8 +306599,8 @@ https://www.usepine.com/blog/en/improving-cert-manager-self-check-speed-when-iss v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.ust.com/en/insights/do-we-really-need-kubernetes-and-containers: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -295400,8 +306614,8 @@ https://www.ust.com/en/insights/do-we-really-need-kubernetes-and-containers: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.valuecoders.com/blog/devops/devops-for-enterprises-growth: + addition_method: manual content_hash: b5f9608977fb8b73755c68fe66450118bc98defceb1e268531ba5155aa52c348 health_score: 100.0 last_checked: 1779130494.97228 @@ -295413,8 +306627,8 @@ https://www.valuecoders.com/blog/devops/devops-for-enterprises-growth: - 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Covers sync mechanisms, network performance, local-remote resource balancing, and namespace isolation. @@ -295605,8 +306819,8 @@ https://www.vcluster.com/blog/checklist-for-kubernetes-based-development: v2_locations: - kubernetes-based-devel.md year: '2021' - addition_method: manual https://www.vcluster.com/blog/docker-compose-to-kubernetes-step-by-step-migration: + addition_method: manual content_hash: 050059c330dcd8dfb77e2d606dc4beb6c9acf2d46d4c9a60a20baf43c68472bb health_score: 100.0 last_checked: 1779130494.961837 @@ -295618,8 +306832,8 @@ https://www.vcluster.com/blog/docker-compose-to-kubernetes-step-by-step-migratio - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.vcluster.com/blog/gitops-kubernetes-explained: + addition_method: manual content_hash: bd8dacf32de8cb85cb424cd85030cea01243691081eaa6aaf6165622294d260a health_score: 100.0 last_checked: 1779130495.027664 @@ -295631,8 +306845,8 @@ https://www.vcluster.com/blog/gitops-kubernetes-explained: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://www.vcluster.com/blog/how-to-set-up-kubernetes-requests-and-limits: + addition_method: manual content_hash: 58ce404726fdf59078d60cb3eb776360394de42ef8c73942d6f5c291347e6810 health_score: 100.0 last_checked: 1779130495.006343 @@ -295644,8 +306858,8 @@ https://www.vcluster.com/blog/how-to-set-up-kubernetes-requests-and-limits: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.vcluster.com/blog/kubernetes-admission-controllers-what-they-are-and-why-they-matter: + addition_method: manual content_hash: 4e6fdc0d74d9964f367b6e9f4b0bb381a4e03ecf1a9298913ad0a373a5c66c80 health_score: 100.0 last_checked: 1779130495.002113 @@ -295657,8 +306871,8 @@ https://www.vcluster.com/blog/kubernetes-admission-controllers-what-they-are-and - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.vcluster.com/blog/kubernetes-and-ldap-enterprise-authentication-for-kubernetes: + addition_method: manual ai_summary: 'Curator Insight: Deep dive into linking LDAP catalogs with Kubernetes authorization planes. Live Grounding: Focuses on authentication bridging patterns, helping enterprise operators synchronize Active Directory mappings safely.' @@ -295680,8 +306894,8 @@ https://www.vcluster.com/blog/kubernetes-and-ldap-enterprise-authentication-for- v2_locations: - kubernetes-security.md year: '2023' - addition_method: manual https://www.vcluster.com/blog/kubernetes-cost-monitoring-with-prometheus-and-grafana: + addition_method: manual ai_summary: A FinOps tutorial detailing how to set up cost monitoring dashboards in Kubernetes. Using Prometheus and Grafana, it links CPU and memory metrics to cloud instance pricing sheets to identify underutilized resources. @@ -295703,8 +306917,8 @@ https://www.vcluster.com/blog/kubernetes-cost-monitoring-with-prometheus-and-gra v2_locations: - kubernetes-monitoring.md year: '2023' - addition_method: manual https://www.vcluster.com/blog/kubernetes-dashboards-headlamp: + addition_method: manual ai_summary: Detailed technical analysis of Headlamp, emphasizing its extensible plugin architecture and streamlined RBAC integrations that make it a compelling modern dashboard choice. @@ -295725,8 +306939,8 @@ https://www.vcluster.com/blog/kubernetes-dashboards-headlamp: v2_locations: - kubernetes-based-devel.md year: '2023' - addition_method: manual https://www.vcluster.com/blog/kubernetes-monitoring-dashboards-5-best-open-source-tools: + addition_method: manual ai_summary: Curated listing comparing five prominent open-source monitoring dashboards, evaluating metrics fidelity, resource usage, and alerting integrations. complexity: Intermediate @@ -295746,8 +306960,8 @@ https://www.vcluster.com/blog/kubernetes-monitoring-dashboards-5-best-open-sourc v2_locations: - kubernetes-based-devel.md year: '2023' - addition_method: manual https://www.vcluster.com/blog/kubernetes-multi-tenancy-why-virtual-clusters-are-the-best-solution: + addition_method: manual content_hash: 70ec8622ba4224aca6e4fe26dad1cd5f1707b95e3d9e9ccc705bdc44c06f175a health_score: 100.0 last_checked: 1779130494.967634 @@ -295759,8 +306973,8 @@ https://www.vcluster.com/blog/kubernetes-multi-tenancy-why-virtual-clusters-are- - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.vcluster.com/blog/kubernetes-network-policies-a-practitioners-guide: + addition_method: manual content_hash: 2e10784cabb03609d9e33e236da68487a62fe071774ba537e36f00d21981d8dd health_score: 100.0 last_checked: 1779130494.93106 @@ -295772,8 +306986,8 @@ https://www.vcluster.com/blog/kubernetes-network-policies-a-practitioners-guide: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.vcluster.com/blog/kubernetes-network-policies-for-isolating-namespaces: + addition_method: manual content_hash: 57becbdd1b98af9fba8f866ba2f96ee112f9599fff442d45444806a7bec8b329 health_score: 100.0 last_checked: 1779130495.030027 @@ -295785,8 +306999,8 @@ https://www.vcluster.com/blog/kubernetes-network-policies-for-isolating-namespac - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.vcluster.com/blog/kubernetes-nginx-ingress: + addition_method: manual content_hash: 209d3306a84849145062ada725631cf1db99b82e29f3bdff9359689b20c4216d health_score: 100.0 last_checked: 1779130494.994503 @@ -295798,8 +307012,8 @@ https://www.vcluster.com/blog/kubernetes-nginx-ingress: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - addition_method: manual https://www.vcluster.com/blog/kubernetes-on-windows-6-life-saving-tools-and-tips: + addition_method: manual content_hash: 1526c4bca17a86a64bdb8ce8019412213a48ec89769f117a4064044930bd79fe health_score: 100.0 last_checked: 1779130494.998776 @@ -295813,8 +307027,8 @@ https://www.vcluster.com/blog/kubernetes-on-windows-6-life-saving-tools-and-tips v2_locations: - kubernetes-tools.md - kubernetes.md - addition_method: manual https://www.vcluster.com/blog/kubernetes-rbac-basics-and-advanced-patterns: + addition_method: manual ai_summary: 'Curator Insight: Deep-dive architecture guide covering basic principles and complex patterns. Live Grounding: Explains how to scale permissions securely in multi-tenant systems using namespaces and cluster roles, backed by Loft''s @@ -295837,8 +307051,8 @@ https://www.vcluster.com/blog/kubernetes-rbac-basics-and-advanced-patterns: v2_locations: - kubernetes-security.md year: '2023' - addition_method: manual https://www.vcluster.com/blog/kubernetes-statefulset-examples-and-best-practices: + addition_method: manual content_hash: 1f2f29f5748a26da7448ff47f94f2b7d703c4328282349f989aa60435b1ac10b health_score: 100.0 last_checked: 1779130494.990697 @@ -295850,8 +307064,8 @@ https://www.vcluster.com/blog/kubernetes-statefulset-examples-and-best-practices - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.vcluster.com/blog/kubernetes-virtual-clusters-for-ci-cd-testing: + addition_method: manual content_hash: efab560c99da8fdaa0dd749c7b77c9fbc7d449b458477675bb4250141f0e89ef health_score: 100.0 last_checked: 1779130494.977421 @@ -295863,8 +307077,8 @@ https://www.vcluster.com/blog/kubernetes-virtual-clusters-for-ci-cd-testing: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.vcluster.com/blog/multi-tenant-kubernetes-clusters-challenges-and-useful-tooling: + addition_method: manual content_hash: 060c97edd9ce7f448758c7b698359bed470e3e32ec07f9423b4abbec96e8b33a health_score: 100.0 last_checked: 1779130494.957565 @@ -295876,8 +307090,8 @@ https://www.vcluster.com/blog/multi-tenant-kubernetes-clusters-challenges-and-us - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.vcluster.com/blog/platform-engineering-the-definitive-guide: + addition_method: manual content_hash: 8720524d8cc29b0cf9d2db882319d065145a2439e8c7ab062f88de03eedefd5b health_score: 100.0 last_checked: 1779130494.968635 @@ -295889,8 +307103,8 @@ https://www.vcluster.com/blog/platform-engineering-the-definitive-guide: - docs/devops.md v2_locations: - devops.md - addition_method: manual https://www.vcluster.com/blog/self-service-kubernetes-namespaces-are-a-game-changer: + addition_method: manual content_hash: f9bde4df9805faab65ca8a2304fa899686a3f77d2dd58f4d60825dc6833d3c5b health_score: 100.0 last_checked: 1779130494.988347 @@ -295902,8 +307116,8 @@ https://www.vcluster.com/blog/self-service-kubernetes-namespaces-are-a-game-chan - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.vcluster.com/blog/skaffold-vs-tilt-vs-devspace: + addition_method: manual ai_summary: An in-depth architectural comparison of Skaffold, Tilt, and DevSpace. Compares image-building techniques, file-syncing performance, deployment methods, and configuration files to help teams optimize their microservices development @@ -295926,8 +307140,8 @@ https://www.vcluster.com/blog/skaffold-vs-tilt-vs-devspace: v2_locations: - kubernetes-based-devel.md year: '2021' - addition_method: manual https://www.vcluster.com/blog/the-cost-of-managed-kubernetes-a-comparison: + addition_method: manual content_hash: fc237c9bbe1ace4a6f33148df5188289660f9f85177c905c5edc3a7b3954f591 health_score: 100.0 last_checked: 1779130495.007796 @@ -295939,8 +307153,8 @@ https://www.vcluster.com/blog/the-cost-of-managed-kubernetes-a-comparison: - docs/finops.md v2_locations: - finops.md - addition_method: manual https://www.vcluster.com/blog/using-kubernetes-ephemeral-containers-for-troubleshooting: + addition_method: manual content_hash: dff7b515931470ac1d1207f31bbf6e72f558b86c9af30d41125c8641f2c68a4d health_score: 100.0 last_checked: 1779130494.981986 @@ -295952,8 +307166,8 @@ https://www.vcluster.com/blog/using-kubernetes-ephemeral-containers-for-troubles - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://www.veeam.com/products/cloud/kubernetes-data-protection.html: + addition_method: manual content_hash: 5dfeb1c409e63ed1dffc8e83d24eff55000e6c0f891cf0a1706558f2e9c21e80 health_score: 100.0 last_checked: 1779130494.987598 @@ -295964,14 +307178,14 @@ https://www.veeam.com/products/cloud/kubernetes-data-protection.html: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md - addition_method: manual ? https://www.veeam.com/products/cloud/kubernetes-data-protection.html/kubernetes/resources/books/kubernetes-backup-and-dr-for-dummies -: health_score: 64.0 +: addition_method: manual + health_score: 64.0 last_checked: 1779130494.992115 v1_locations: - docs/kubernetes-backup-migrations.md - addition_method: manual https://www.velotio.com/engineering-blog/autoscaling-in-kubernetes-using-hpa-vpa: + addition_method: manual content_hash: 6ad96aea44c4357c967a6cf933896dfb82f50fb6013af428e0c49b9e4377fd40 description: '' health_score: 100.0 @@ -295987,8 +307201,8 @@ https://www.velotio.com/engineering-blog/autoscaling-in-kubernetes-using-hpa-vpa v2_locations: - kubernetes-autoscaling.md year: N/A - addition_method: manual https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operators-golang-based-part-3: + addition_method: manual content_hash: 9a6cf0b07e6db3280474f134eac1c8907f09c22c1bcd1cc0c024e4d170f50cf6 description: '' health_score: 100.0 @@ -296000,8 +307214,8 @@ https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operato v1_locations: - docs/kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operators-helm-based-part-1: + addition_method: manual content_hash: 1f0b89d62bb2831f749a8e9a323712cea5c289b9dc7cef460f65380978391c51 description: '' health_score: 100.0 @@ -296018,8 +307232,8 @@ https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operato v2_locations: - kubernetes-operators-controllers.md year: N/A - addition_method: manual https://www.vice.com/en/article/g5y37j/thousands-of-software-engineers-say-the-job-market-is-getting-much-worse: + addition_method: manual content_hash: 31719bd15bededc57107588aab8fb196f5fc67f971ac8e38617f57344c449ceb description: '' health_score: 100.0 @@ -296031,8 +307245,8 @@ https://www.vice.com/en/article/g5y37j/thousands-of-software-engineers-say-the-j v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://www.vice.com/en/article/thousands-of-software-engineers-say-the-job-market-is-getting-much-worse: + addition_method: manual ai_summary: Synthesizes feedback from thousands of software developers navigating the post-hype, high-rate economic landscape. Explores the impact of tech layoffs, AI automation anxieties, and the drastic contraction of fully remote engineering @@ -296055,8 +307269,8 @@ https://www.vice.com/en/article/thousands-of-software-engineers-say-the-job-mark v2_locations: - recruitment.md year: '2024' - addition_method: manual https://www.viewnext.com/front-end-vs-back-end: + addition_method: manual content_hash: 7327648aae68036c0eba881e9a9bd61d8a29842c043a2a9222f43ab787f83ce3 description: '' health_score: 100.0 @@ -296072,8 +307286,8 @@ https://www.viewnext.com/front-end-vs-back-end: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.viewnext.com/que-es-gitops: + addition_method: manual content_hash: cb5419da03815392e1fb88e525dc95d54ea4d209fe2a49b601131e2538a5f102 description: '' health_score: 100.0 @@ -296089,8 +307303,8 @@ https://www.viewnext.com/que-es-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.virtualizationhowto.com/2023/08/best-kubernetes-management-tools-in-2023: + addition_method: manual content_hash: af5411ba43fffd7393b457afa87b088d4049fcadb9c53647e94c21fc02116510 description: '' health_score: 100.0 @@ -296107,8 +307321,8 @@ https://www.virtualizationhowto.com/2023/08/best-kubernetes-management-tools-in- v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.virtualizationhowto.com/2024/02/vmware-by-broadcom-lesson-dont-base-your-career-on-a-product: + addition_method: manual content_hash: 22117a6988648c01ba20e4c160df791f02ae6b5172701d0002b960d7bf1f9e55 description: '' health_score: 100.0 @@ -296125,8 +307339,8 @@ https://www.virtualizationhowto.com/2024/02/vmware-by-broadcom-lesson-dont-base- v2_locations: - introduction.md year: N/A - addition_method: manual https://www.visidata.org: + addition_method: manual content_hash: c814353df480bf347a8651f86c6b3875725c81b40382e7a924a54a18a546bdfb description: '' health_score: 100.0 @@ -296137,8 +307351,8 @@ https://www.visidata.org: v1_locations: - docs/yaml.md year: N/A - addition_method: manual https://www.visual-paradigm.com/scrum/scrum-vs-waterfall-vs-agile-vs-lean-vs-kanban: + addition_method: manual content_hash: 10dec9e53420939f2db25cbf39184e731c772a42d1b329312bf96cdbc0d3a7c8 description: '' health_score: 100.0 @@ -296154,8 +307368,8 @@ https://www.visual-paradigm.com/scrum/scrum-vs-waterfall-vs-agile-vs-lean-vs-kan v2_locations: - project-management-methodology.md year: N/A - addition_method: manual https://www.vladionescu.me/posts/scaling-containers-on-aws-in-2022: + addition_method: manual content_hash: d26dcefdbb2334e758bd4f67a4b734c8cd3c86ae4ea2573bec24028578d25802 description: '' health_score: 100.0 @@ -296171,8 +307385,8 @@ https://www.vladionescu.me/posts/scaling-containers-on-aws-in-2022: v2_locations: - aws.md year: N/A - addition_method: manual https://www.vmware.com/products/app-platform/tanzu: + addition_method: manual ai_summary: Examines the strategic imperative of establishing trusted open-source workflows inside enterprise build infrastructures. Demonstrates how Tanzu's curated application platform streamlines immediate mitigation tasks at runtime. @@ -296196,8 +307410,8 @@ https://www.vmware.com/products/app-platform/tanzu: - kubernetes-on-premise.md - devsecops.md year: '2021' - addition_method: manual https://www.vmware.com/products/cloud-infrastructure/vsphere: + addition_method: manual ai_summary: Official product landing for VMware vSphere's container execution engine, which allows traditional virtual machine management tools to deploy and monitor container runtimes. Provides a centralized solution to govern both VM and container @@ -296219,8 +307433,8 @@ https://www.vmware.com/products/cloud-infrastructure/vsphere: v2_locations: - kubernetes-on-premise.md year: '2020' - addition_method: manual https://www.vmware.com/products/vsphere.html: + addition_method: manual content_hash: 36bd511c2b3bb7a1a8cecf170652901dd419c9d1bf33702eb986d81eebdcdaa3 description: '' health_score: 100.0 @@ -296232,8 +307446,8 @@ https://www.vmware.com/products/vsphere.html: - docs/kubernetes-on-premise.md - docs/matrix-table.md year: N/A - addition_method: manual https://www.vogella.com/tutorials: + addition_method: manual ai_summary: A comprehensive source of systematic software development tutorials covering Java engineering, Eclipse integration, Git architecture, and Android paradigms. Highly valued for raw syntax and framework details. @@ -296260,8 +307474,8 @@ https://www.vogella.com/tutorials: v2_locations: - elearning.md year: '2024' - addition_method: manual https://www.vogella.com/tutorials/ApacheMaven/article.html: + addition_method: manual ai_summary: Exhaustive Java build automation tutorial focusing on Apache Maven. Discusses build profiles, custom lifecycle phases, localized plugin injections, and enterprise registry mirrors. @@ -296289,8 +307503,8 @@ https://www.vogella.com/tutorials/ApacheMaven/article.html: v2_locations: - maven-gradle.md year: N/A - addition_method: manual https://www.vpnranks.com/news/belgian-defense-ministry-under-cyber-attack-due-to-log4j-vulnerability: + addition_method: manual ai_summary: A real-world incident log charting the cyberattack on the Belgian Defense Ministry that leveraged the Log4j vulnerability. Highlights the national security risks of unmonitored open-source components in public-sector architectures. @@ -296317,8 +307531,8 @@ https://www.vpnranks.com/news/belgian-defense-ministry-under-cyber-attack-due-to v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.vshn.ch/en/blog/a-very-quick-comparison-of-kubernetes-serverless-frameworks: + addition_method: manual content_hash: e86bf5c49bb5d428ebc616efa414aded48bcb489b9a6c5bae094c8698d23fe4f description: '' health_score: 100.0 @@ -296334,8 +307548,8 @@ https://www.vshn.ch/en/blog/a-very-quick-comparison-of-kubernetes-serverless-fra v2_locations: - serverless.md year: N/A - addition_method: manual https://www.vxav.fr/2021-09-13-interacting-with-containerd-runtime-for-kubernetes: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -296349,15 +307563,15 @@ https://www.vxav.fr/2021-09-13-interacting-with-containerd-runtime-for-kubernete v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.w3.org/TR: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032753.948552 v1_locations: - docs/api.md - addition_method: manual https://www.w3schools.io/file/yaml-vs-yml: + addition_method: manual ai_summary: Curator Insight clarifies the historical origins, technical details, and file extension choices of .yaml vs .yml. Live Grounding shows that while modern operating systems treat both extensions identically, maintaining file extension @@ -296387,8 +307601,8 @@ https://www.w3schools.io/file/yaml-vs-yml: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://www.wappalyzer.com/technologies/documentation-tools/mkdocs: + addition_method: manual ai_summary: 'A technology profile tracking the adoption and deployment footprint of MkDocs across live web properties. Provides analytics, traffic estimates, and structural deployment metrics for sites using this engine. Double-Evidence: Curator @@ -296418,8 +307632,8 @@ https://www.wappalyzer.com/technologies/documentation-tools/mkdocs: v2_locations: - mkdocs.md year: N/A - addition_method: manual https://www.warp.dev: + addition_method: manual ai_summary: Evaluates Warp, a Rust-based modern terminal platform embedding native AI workflows. Outlines command prediction, architectural collaboration features, and native agentic debugging directly from terminal logs. @@ -296450,8 +307664,8 @@ https://www.warp.dev: - kubernetes-tools.md - developerportals.md year: N/A - addition_method: manual https://www.warpbuild.com: + addition_method: manual content_hash: 1eea8441cc11c2bc05c551f3ae304e54bbe33b68bf86a840cc232dcd75cb3462 health_score: 100.0 last_checked: 1779130495.021152 @@ -296463,8 +307677,8 @@ https://www.warpbuild.com: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.waypointproject.io: + addition_method: manual content_hash: ddcd8af21ca0d588edbf1538d3d5087557b2415ec1848041f07a653fcb60455c description: '' health_score: 100.0 @@ -296476,8 +307690,8 @@ https://www.waypointproject.io: - docs/gitops.md - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://www.weave.works: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296497,8 +307711,8 @@ https://www.weave.works: - kubernetes-on-premise.md - matrix-table.md year: N/A - addition_method: manual https://www.weave.works/blog/6-business-benefits-of-kubernetes: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296513,8 +307727,8 @@ https://www.weave.works/blog/6-business-benefits-of-kubernetes: v2_locations: - introduction.md year: N/A - addition_method: manual https://www.weave.works/blog/aws-networking-overview---part-2: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296525,8 +307739,8 @@ https://www.weave.works/blog/aws-networking-overview---part-2: v1_locations: - docs/kubernetes-networking.md year: N/A - addition_method: manual https://www.weave.works/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296542,8 +307756,8 @@ https://www.weave.works/blog/case-study-national-australia-bank-decreases-operat v2_locations: - gitops.md year: N/A - addition_method: manual https://www.weave.works/blog/category/kubernetes: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296558,8 +307772,8 @@ https://www.weave.works/blog/category/kubernetes: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.weave.works/blog/deutsche-telekom-explain-why-they-chose-gitops-for-5g: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296575,8 +307789,8 @@ https://www.weave.works/blog/deutsche-telekom-explain-why-they-chose-gitops-for- v2_locations: - gitops.md year: N/A - addition_method: manual https://www.weave.works/blog/flamingo-expand-argo-cd-with-flux: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296591,8 +307805,8 @@ https://www.weave.works/blog/flamingo-expand-argo-cd-with-flux: v2_locations: - flux.md year: N/A - addition_method: manual https://www.weave.works/blog/gitops-in-the-modern-enterprise: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296607,8 +307821,8 @@ https://www.weave.works/blog/gitops-in-the-modern-enterprise: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.weave.works/blog/gitops-takes-devops-teams-to-higher-levels-of-maturity: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296623,8 +307837,8 @@ https://www.weave.works/blog/gitops-takes-devops-teams-to-higher-levels-of-matur v2_locations: - gitops.md year: N/A - addition_method: manual https://www.weave.works/blog/introduction-to-kubernetes-pod-networking--part-1: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296635,8 +307849,8 @@ https://www.weave.works/blog/introduction-to-kubernetes-pod-networking--part-1: v1_locations: - 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kubernetes.md year: N/A - addition_method: manual https://www.weave.works/blog/kubernetes-deployment-strategies: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296696,8 +307910,8 @@ https://www.weave.works/blog/kubernetes-deployment-strategies: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.weave.works/blog/kubernetes-in-the-enterprise: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296708,8 +307922,8 @@ https://www.weave.works/blog/kubernetes-in-the-enterprise: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.weave.works/blog/manage-thousands-of-clusters-with-gitops-and-the-cluster-api: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296724,8 +307938,8 @@ https://www.weave.works/blog/manage-thousands-of-clusters-with-gitops-and-the-cl v2_locations: - 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docs/cicd.md year: N/A - addition_method: manual https://www.weave.works/blog/the-definitive-guide-to-kubernetes-in-production: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296777,8 +307991,8 @@ https://www.weave.works/blog/the-definitive-guide-to-kubernetes-in-production: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.weave.works/blog/the-history-of-gitops: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296793,8 +308007,8 @@ https://www.weave.works/blog/the-history-of-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.weave.works/blog/theres-more-to-gitops-than-meets-the-eye: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296809,8 +308023,8 @@ https://www.weave.works/blog/theres-more-to-gitops-than-meets-the-eye: v2_locations: - 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gitops.md year: N/A - addition_method: manual https://www.weave.works/blog/wkp-team-workspaces-rbac: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296874,8 +308088,8 @@ https://www.weave.works/blog/wkp-team-workspaces-rbac: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.weave.works/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296892,8 +308106,8 @@ https://www.weave.works/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops: - gitops.md - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.weave.works/docs/net/latest/overview: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296903,8 +308117,8 @@ https://www.weave.works/docs/net/latest/overview: v1_locations: - 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gitops.md year: N/A - addition_method: manual https://www.weave.works/technologies/going-cloud-native-6-essential-things-you-need-to-know: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296963,8 +308177,8 @@ https://www.weave.works/technologies/going-cloud-native-6-essential-things-you-n v2_locations: - introduction.md year: N/A - addition_method: manual https://www.weave.works/use-cases/security-with-gitops: + addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 description: '' health_score: 100.0 @@ -296980,8 +308194,8 @@ https://www.weave.works/use-cases/security-with-gitops: v2_locations: - gitops.md year: N/A - addition_method: manual https://www.webcodegeeks.com/python/python-django-tutorial: + addition_method: manual content_hash: ecc6465f557eb68919cde2481c73bf97f2e5a05b20fd526293816eb6f66a4c4f health_score: 100.0 last_checked: 1779033827.897453 @@ -296993,8 +308207,8 @@ https://www.webcodegeeks.com/python/python-django-tutorial: - 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docs/introduction.md v2_locations: - introduction.md - addition_method: manual https://www.wecloudpro.com/2020/08/22/kubernetes-disaster-recovery-with-velero.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -297050,15 +308264,15 @@ https://www.wecloudpro.com/2020/08/22/kubernetes-disaster-recovery-with-velero.h v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://www.wecloudpro.com/2020/11/01/Balance-your-kubernetes-cluster.html: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031257.910617 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://www.wecloudpro.com/2021/08/21/Watchers-in-Kubernetes.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -297072,8 +308286,8 @@ https://www.wecloudpro.com/2021/08/21/Watchers-in-Kubernetes.html: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.wecloudpro.com/2021/11/13/Tanzu-Community-Edition.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -297087,8 +308301,8 @@ https://www.wecloudpro.com/2021/11/13/Tanzu-Community-Edition.html: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.wecloudpro.com/2021/11/28/Argocd-helm.html: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -297102,8 +308316,8 @@ https://www.wecloudpro.com/2021/11/28/Argocd-helm.html: v2_locations: - argo.md year: N/A - addition_method: manual https://www.weekly.tf: + addition_method: manual content_hash: a743f5f0047fdb26c215dab3cf0b3069e979ee3a8cbfb7cb3741d6958a70e4eb health_score: 100.0 last_checked: 1779130494.961434 @@ -297115,8 +308329,8 @@ https://www.weekly.tf: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.weekly.tf/p/issue-171-terramate-using-llms-to-generate-terraform-api-gateway-with-lambda-guardduty-imdsv2: + addition_method: manual content_hash: f45c9c58771c4dd73e2be1b9d91269c6756214c5b50541860f9f03ec6b91874a description: '' health_score: 100.0 @@ -297128,8 +308342,8 @@ https://www.weekly.tf/p/issue-171-terramate-using-llms-to-generate-terraform-api v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://www.welivesecurity.com/es/recursos-herramientas/ofuscacion-de-codigo-arte-ciberseguridad: + addition_method: manual content_hash: ea8069a51b3baf9a772d6590bd3e38740fc51aac3e1ca5589946fb2d84a8bf4d description: '' health_score: 100.0 @@ -297145,8 +308359,8 @@ https://www.welivesecurity.com/es/recursos-herramientas/ofuscacion-de-codigo-art v2_locations: - introduction.md year: N/A - addition_method: manual https://www.welivesecurity.com/la-es/2021/12/16/que-deben-saber-lideres-empresas-sobre-log4shell: + addition_method: manual ai_summary: A strategic overview written in Spanish examining the operational risks and system-level mitigations for the Log4Shell exploit. Intended for security leads and enterprise risk managers. [SPANISH CONTENT] @@ -297173,8 +308387,8 @@ https://www.welivesecurity.com/la-es/2021/12/16/que-deben-saber-lideres-empresas v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.whizlabs.com: + addition_method: manual ai_summary: A prominent training simulator focusing on public cloud certifications (AWS, GCP, Azure). Offers structured labs and mock exam modules used globally by cloud architects to validate their cloud-native technical depth. @@ -297201,8 +308415,8 @@ https://www.whizlabs.com: v2_locations: - elearning.md year: N/A - addition_method: manual https://www.whizlabs.com/blog/google-cloud-platform: + addition_method: manual content_hash: 9d0da3343a23dbee6735e99401bc1645be286eec8831b0cbdb0708d761ff2df4 description: '' health_score: 100.0 @@ -297218,8 +308432,8 @@ https://www.whizlabs.com/blog/google-cloud-platform: v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://www.whizlabs.com/blog/kinesis-vs-kafka: + addition_method: manual content_hash: d528bed17d96c657bbd9f49908d418c5254d4c138885b45b8adfdad45e189134 description: '' health_score: 100.0 @@ -297235,8 +308449,8 @@ https://www.whizlabs.com/blog/kinesis-vs-kafka: v2_locations: - aws-data.md year: N/A - addition_method: manual https://www.wildfly.org: + addition_method: manual content_hash: b2a0f25818476a291e56d395e5b5400458adb5795034fe5d51667e998f22edfd health_score: 100.0 last_checked: 1779130495.018502 @@ -297249,8 +308463,8 @@ https://www.wildfly.org: v2_locations: - java_app_servers.md - java_frameworks.md - addition_method: manual https://www.wired.co.uk/article/great-resignation-quit-job: + addition_method: manual content_hash: 548b3e30425ae4de1adb674d0c024f4d20e7de886ad36ea05d8e2dba30b0e058 description: '' health_score: 100.0 @@ -297261,8 +308475,8 @@ https://www.wired.co.uk/article/great-resignation-quit-job: v1_locations: - docs/recruitment.md year: N/A - addition_method: manual https://www.wired.com/story/calendly-google-calendar-appointment-schedule: + addition_method: manual content_hash: 3aeb1741de2047f28aca8ac3460ea7d9ef37dee20194e4d0042d252ad21a35f3 description: '' health_score: 100.0 @@ -297273,8 +308487,8 @@ https://www.wired.com/story/calendly-google-calendar-appointment-schedule: v1_locations: - docs/appointment-scheduling.md year: N/A - addition_method: manual https://www.wired.com/story/great-resignation-quit-job: + addition_method: manual ai_summary: A deep dive into the socio-economic drivers behind the pandemic-era workplace migrations. Synthesizing market-wide attrition metrics with early organizational responses, it highlights how systemic burnout and the shift to remote work fundamentally @@ -297296,8 +308510,8 @@ https://www.wired.com/story/great-resignation-quit-job: v2_locations: - recruitment.md year: '2021' - addition_method: manual https://www.wired.com/story/web3-gavin-wood-interview: + addition_method: manual content_hash: 80271d5381e0f66f13ce9ecb63f3bc0ed02eea2a5977d6113e20a7d408b589aa description: '' health_score: 100.0 @@ -297313,8 +308527,8 @@ https://www.wired.com/story/web3-gavin-wood-interview: v2_locations: - web3.md year: N/A - addition_method: manual https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions: + addition_method: manual ai_summary: An in-depth security analysis detailing how to configure AWS OpenID Connect (OIDC) trust relationships correctly in GitHub Actions and other CI providers. Highlights major vulnerabilities arising from missing subject (sub) or audience @@ -297346,8 +308560,8 @@ https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions: - aws-security.md - gitops.md year: N/A - addition_method: manual https://www.worksome.com: + addition_method: manual ai_summary: Contractor management and compliance platform simplifying invoicing, IR35 vetting, and international payouts for agile enterprise workforces. complexity: Intermediate @@ -297367,8 +308581,8 @@ https://www.worksome.com: v2_locations: - freelancing.md year: '2022' - addition_method: manual https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in-ansible-deal-with-microsoft-azure: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -297383,9 +308597,9 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- v2_locations: - ansible.md year: N/A - addition_method: manual ? https://www.xataka.com/aplicaciones/copilot-escribe-40-codigo-lenguajes-como-java-python-que-llega-a-github-cinco-anos-llegara-al-80 -: content_hash: 6306d2ea24bff3a8cdd0edc3ee75020cabd3b39392aed0c60e5a900f33229521 +: addition_method: manual + content_hash: 6306d2ea24bff3a8cdd0edc3ee75020cabd3b39392aed0c60e5a900f33229521 description: '' health_score: 100.0 last_checked: 1779030196.420809 @@ -297401,9 +308615,9 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- v2_locations: - git.md year: N/A - addition_method: manual ? https://www.xataka.com/aplicaciones/github-copilot-asistente-para-escribir-codigo-basado-ia-esta-disponible-para-todos-esto-que-costara -: content_hash: 09264fa81c89134217dc3a40d159895040f92284424c203afd0665ec0ed89bae +: addition_method: manual + content_hash: 09264fa81c89134217dc3a40d159895040f92284424c203afd0665ec0ed89bae description: '' health_score: 100.0 last_checked: 1779029376.167641 @@ -297419,9 +308633,9 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- v2_locations: - git.md year: N/A - addition_method: manual ? https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche -: content_hash: 4e63ebc0c211657df3c2420a019e50c165d884eb4ac66bfb2bf6dd252b3a1158 +: addition_method: manual + content_hash: 4e63ebc0c211657df3c2420a019e50c165d884eb4ac66bfb2bf6dd252b3a1158 description: '' health_score: 100.0 last_checked: 1779030115.600196 @@ -297439,9 +308653,9 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- - databases.md - customer.md year: N/A - addition_method: manual ? https://www.xataka.com/empresas-y-economia/gran-renuncia-esta-ganando-terreno-espana-hay-dos-barreras-salarios-bajos-ley-laboral -: ai_summary: 'Explores why the Great Resignation in Spain manifested differently +: addition_method: manual + ai_summary: 'Explores why the Great Resignation in Spain manifested differently than in the US, highlighting two powerful structural friction points: lower baseline salaries and legacy severance pay/indemnification laws. Synthesizes how these economic architectures deter workers from proactive risk-taking. [SPANISH CONTENT]' @@ -297470,9 +308684,9 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- v2_locations: - recruitment.md year: N/A - addition_method: manual ? https://www.xataka.com/empresas-y-economia/guerra-talento-sector-tecnologico-amenaza-viabilidad-muchas-pymes-espanolas-cada-vez-les-resulta-dificil-retener-a-seniors -: ai_summary: Analyzes the severe threat that hyper-competitive global remote hiring +: addition_method: manual + ai_summary: Analyzes the severe threat that hyper-competitive global remote hiring poses to Spanish Small and Medium Enterprises (SMEs). Highlights the critical struggle of regional companies to retain senior engineering talent against foreign companies paying international rates. [SPANISH CONTENT] @@ -297500,9 +308714,9 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- v2_locations: - recruitment.md year: N/A - addition_method: manual ? https://www.xataka.com/empresas-y-economia/han-recomendado-calcular-cuanto-dinero-queda-al-resto-despedirles-startups-espanolas-frente-a-quiebra-svb -: content_hash: 4d802875252d2e4a39f122b356e3a5d658fdcfa9f20d3206560fe5103f069e62 +: addition_method: manual + content_hash: 4d802875252d2e4a39f122b356e3a5d658fdcfa9f20d3206560fe5103f069e62 description: '' health_score: 100.0 last_checked: 1779034461.597118 @@ -297518,9 +308732,9 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- v2_locations: - hr.md year: N/A - addition_method: manual ? https://www.xataka.com/empresas-y-economia/no-asciendo-aprendo-me-largo-empresa-crecimiento-profesional-como-estrategia-para-retener-talento -: ai_summary: Analyzes the shift in modern engineering culture where the absence of +: addition_method: manual + ai_summary: Analyzes the shift in modern engineering culture where the absence of clear promotion tracks and technical skill development acts as a primary trigger for developer resignation. Argues that continuous learning opportunities are the ultimate talent retention vector. [SPANISH CONTENT] @@ -297548,9 +308762,9 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- v2_locations: - recruitment.md year: N/A - addition_method: manual ? https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada -: content_hash: e9cd86bffde226cf88b1ba5063a8f9ecdc8355b09b52298c92eab1c2518f83b3 +: addition_method: manual + content_hash: e9cd86bffde226cf88b1ba5063a8f9ecdc8355b09b52298c92eab1c2518f83b3 description: '' health_score: 100.0 last_checked: 1779029172.643837 @@ -297561,9 +308775,9 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- v1_locations: - docs/recruitment.md year: N/A - addition_method: manual ? https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada-1 -: ai_summary: A first-person architectural comparison of engineering life in the private +: addition_method: manual + ai_summary: A first-person architectural comparison of engineering life in the private tech sector versus public administration in Spain. Contrasts high-pressure, high-volatility private enterprises with the stability, defined schedules, and structural predictability of public sector engineering roles. [SPANISH CONTENT] @@ -297585,8 +308799,8 @@ https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in- v2_locations: - recruitment.md year: '2022' - addition_method: manual https://www.xataka.com/magnet/esclavos-improductividad-70-reuniones-impiden-que-empleados-hagan-su-trabajo: + addition_method: manual content_hash: 185a7ce2f2613078a525a2fb900499af71601d573156005a0b58fcad0b5dc833 health_score: 100.0 last_checked: 1779130494.95991 @@ -297598,8 +308812,8 @@ https://www.xataka.com/magnet/esclavos-improductividad-70-reuniones-impiden-que- - docs/project-management-methodology.md v2_locations: - project-management-methodology.md - addition_method: manual https://www.xataka.com/magnet/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos: + addition_method: manual ai_summary: Deconstructs the macro-level socioeconomic causes of the American workplace exodus for a European audience. Details the long-standing friction points of high-pressure work cultures, wage stagnation, and how the post-pandemic paradigm offered unprecedented @@ -297622,8 +308836,8 @@ https://www.xataka.com/magnet/gran-renuncia-americana-como-trabajadores-se-han-h v2_locations: - recruitment.md year: '2021' - addition_method: manual https://www.xataka.com/movilidad/auge-coche-electrico-autonomo-se-ha-topado-otra-barrera-software-volkswagen-sabe-bien: + addition_method: manual barrera: el software. Volkswagen lo sabe bien' content_hash: 4c278c1010c1e056aee628959b4fe86b8e6404d4e968a2f1ec03c1b9f8eac6ec description: '' @@ -297641,8 +308855,8 @@ https://www.xataka.com/movilidad/auge-coche-electrico-autonomo-se-ha-topado-otra v2_locations: - customer.md year: N/A - addition_method: manual https://www.xataka.com/pro/asi-se-reparte-mercado-cloud-tres-grandes-tienen-63-siguientes-10-22: + addition_method: manual content_hash: 54aa48fc1d11a96bbd4ce2fa430a2f716f63ba509e44617452257da14d34eba8 description: '' health_score: 100.0 @@ -297659,8 +308873,8 @@ https://www.xataka.com/pro/asi-se-reparte-mercado-cloud-tres-grandes-tienen-63-s v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://www.xataka.com/pro/aws-se-pasa-al-low-code-workflow-studio-su-primera-herramienta-desarrollo-codigo: + addition_method: manual content_hash: c809955afad5f07794502f802920f6b63d6d7863261a3fbf64a63b7ca782b2c6 description: '' health_score: 100.0 @@ -297677,9 +308891,9 @@ https://www.xataka.com/pro/aws-se-pasa-al-low-code-workflow-studio-su-primera-he v2_locations: - aws-newfeatures.md year: N/A - addition_method: manual ? https://www.xataka.com/pro/deuda-tecnica-lastre-para-tecnologicas-estudio-senala-que-informaticos-pierden-casi-dia-trabajo-a-semana-para-solventarlas -: content_hash: 2a34dc13d56b51e6d95b6219d043c79dd3ee012daf735215c2bca1164290ec9c +: addition_method: manual + content_hash: 2a34dc13d56b51e6d95b6219d043c79dd3ee012daf735215c2bca1164290ec9c description: '' health_score: 100.0 last_checked: 1779033976.685555 @@ -297695,9 +308909,9 @@ https://www.xataka.com/pro/aws-se-pasa-al-low-code-workflow-studio-su-primera-he v2_locations: - introduction.md year: N/A - addition_method: manual ? https://www.xataka.com/pro/gran-renuncia-eeuu-empleados-estan-dejando-masa-sus-trabajos-gran-pregunta-veremos-esto-cuando-espana -: ai_summary: Investigates the structural likelihood of the 'Great Resignation' spreading +: addition_method: manual + ai_summary: Investigates the structural likelihood of the 'Great Resignation' spreading to the Spanish labor market. Contrasts US-style employment liquidity against Spanish labor regulations, high structural unemployment rates, and specific market dynamics. [SPANISH CONTENT] @@ -297725,8 +308939,8 @@ https://www.xataka.com/pro/aws-se-pasa-al-low-code-workflow-studio-su-primera-he v2_locations: - recruitment.md year: N/A - addition_method: manual https://www.xataka.com/pro/ibm-se-parte-dos-109-anos-despues-nube-da-dinero-que-se-creara-empresa-centrada-ella: + addition_method: manual content_hash: 3443546174ea8781f2411c1da6e909101864d9b6533d40b19ddcf5f9d56a9787 description: '' health_score: 100.0 @@ -297743,9 +308957,9 @@ https://www.xataka.com/pro/ibm-se-parte-dos-109-anos-despues-nube-da-dinero-que- v2_locations: - ibm_cloud.md year: N/A - addition_method: manual ? https://www.xataka.com/pro/seguridad-social-crea-app-movil-para-gestionar-nueva-cuota-autonomos-permitira-cambiar-tramo-mensualmente-ingresos -: ai_summary: Overview of the mobile application launched by Spain's Social Security +: addition_method: manual + ai_summary: Overview of the mobile application launched by Spain's Social Security to manage the contribution tranches under the real earnings system. Details the monthly adjustment capabilities and administrative processes for freelancers. [SPANISH CONTENT] @@ -297773,9 +308987,9 @@ https://www.xataka.com/pro/ibm-se-parte-dos-109-anos-despues-nube-da-dinero-que- v2_locations: - freelancing.md year: N/A - addition_method: manual ? https://www.xataka.com/pro/talon-aquiles-aws-sus-altas-tarifas-salida-datos-sus-rivales-empiezan-a-explotarlo-guerra-precios-gigante-nube -: content_hash: b646ff72ba2dd2feaba5c973cca553a134cb29e4de38b5e8ac61e822933a8be1 +: addition_method: manual + content_hash: b646ff72ba2dd2feaba5c973cca553a134cb29e4de38b5e8ac61e822933a8be1 description: '' health_score: 100.0 last_checked: 1779029128.71718 @@ -297792,8 +309006,8 @@ https://www.xataka.com/pro/ibm-se-parte-dos-109-anos-despues-nube-da-dinero-que- v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://www.xataka.com/robotica-e-ia/copilot-revolucion-para-programadores-tambien-potencial-problema-legal-para-microsoft: + addition_method: manual content_hash: 07dbf669afdba755fcfe39e04cedc8468237596a53917c9a25e4dabcddf909b9 description: '' health_score: 100.0 @@ -297810,9 +309024,9 @@ https://www.xataka.com/robotica-e-ia/copilot-revolucion-para-programadores-tambi v2_locations: - git.md year: N/A - addition_method: manual ? https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft -: ai_summary: Spanish news analysis covering the competitive launch of Google Gemini +: addition_method: manual + ai_summary: Spanish news analysis covering the competitive launch of Google Gemini Code Assist and its direct threat to GitHub Copilot's market dominance. Highlights its multi-repository context window, competitive pricing strategies, and integration into IDEs. [SPANISH CONTENT] @@ -297844,8 +309058,8 @@ https://www.xataka.com/robotica-e-ia/copilot-revolucion-para-programadores-tambi - cicd.md - chatgpt.md year: N/A - addition_method: manual https://www.xataka.com/robotica-e-ia/llevo-algunos-dias-usando-copilot-github-para-programar-esta-mi-experiencia: + addition_method: manual content_hash: 6e004d38201fdb49413168ce16229a39bf5ae74754ac3a9c8ff873cb35f33274 description: '' health_score: 100.0 @@ -297862,9 +309076,9 @@ https://www.xataka.com/robotica-e-ia/llevo-algunos-dias-usando-copilot-github-pa v2_locations: - git.md year: N/A - addition_method: manual ? https://www.xataka.com/robotica-e-ia/microsoft-no-quiere-poner-todos-huevos-cesta-anuncia-asociacion-mistral-ai-openai-europa -: ai_summary: '[SPANISH CONTENT] Analysis of Microsoft''s strategic alliance with +: addition_method: manual + ai_summary: '[SPANISH CONTENT] Analysis of Microsoft''s strategic alliance with Mistral AI. Evaluates the multi-model diversification strategies in Azure AI, regulatory navigation in the European Union, and geopolitical implications for cloud providers.' @@ -297892,8 +309106,8 @@ https://www.xataka.com/robotica-e-ia/llevo-algunos-dias-usando-copilot-github-pa v2_locations: - ai.md year: N/A - addition_method: manual https://www.xataka.com/robotica-e-ia/programadores-alucinaban-copilot-chatgpt-ahora-deepmind-va-alla-aplhacode: + addition_method: manual content_hash: 0ee1605e96c36e6946875d3b453271ece38657c3e65588b6e85a7a1877c11c90 description: '' health_score: 100.0 @@ -297910,9 +309124,9 @@ https://www.xataka.com/robotica-e-ia/programadores-alucinaban-copilot-chatgpt-ah v2_locations: - git.md year: N/A - addition_method: manual ? https://www.xataka.com/robotica-e-ia/programar-cuando-maquina-hace-poco-ti-asi-github-copilot-sistema-que-se-nutre-prodigioso-gpt-3 -: content_hash: 33ee24041fd064e9d43fdb02f9c9ba6dc3e968de8efd0d15ed03eeb408f2e77c +: addition_method: manual + content_hash: 33ee24041fd064e9d43fdb02f9c9ba6dc3e968de8efd0d15ed03eeb408f2e77c description: '' health_score: 100.0 last_checked: 1779033923.780366 @@ -297929,9 +309143,9 @@ https://www.xataka.com/robotica-e-ia/programadores-alucinaban-copilot-chatgpt-ah v2_locations: - git.md year: N/A - addition_method: manual ? https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos -: ai_summary: '[SPANISH CONTENT] A collection of deep-dive interviews tracking the +: addition_method: manual + ai_summary: '[SPANISH CONTENT] A collection of deep-dive interviews tracking the generational shift of AI in standard software engineering teams. Documents shifts in productivity, engineering psychology, and technical evolution.' complexity: Beginner @@ -297957,8 +309171,8 @@ https://www.xataka.com/robotica-e-ia/programadores-alucinaban-copilot-chatgpt-ah v2_locations: - ai.md year: N/A - addition_method: manual https://www.xataka.com/servicios/que-amazon-ha-elegido-aragon-para-instalar-sus-tres-primeros-centros-datos-espana: + addition_method: manual ai_summary: Detailed journalistic analysis examining why AWS selected the Aragon region for its initial three Spanish data centers. Excellent strategic reading on sovereign infrastructure decisions and geopolitical power mapping. @@ -297987,8 +309201,8 @@ https://www.xataka.com/servicios/que-amazon-ha-elegido-aragon-para-instalar-sus- v2_locations: - aws-spain.md year: N/A - addition_method: manual https://www.xenonstack.com/blog/serverless-open-faas-java: + addition_method: manual content_hash: c36a754f631fcecc063ae7bd9cee4696a9aa44b1f6cea8b4e219c1d268b89e81 health_score: 100.0 last_checked: 1779130494.952392 @@ -298001,8 +309215,8 @@ https://www.xenonstack.com/blog/serverless-open-faas-java: v2_locations: - serverless.md - kubernetes.md - addition_method: manual https://www.xenonstack.com/blog/serverless-openfaas-java: + addition_method: manual content_hash: 24ebd6dc664ac99dafe35d8c4cdbe839f9b8fbf487c1eb8ebaded150dc329ce1 description: '' health_score: 100.0 @@ -298014,8 +309228,8 @@ https://www.xenonstack.com/blog/serverless-openfaas-java: - docs/kubernetes.md - docs/serverless.md year: N/A - addition_method: manual https://www.xenonstack.com/insights/stateful-and-stateless-applications: + addition_method: manual content_hash: 077f410b328fef5f017d6ec28b9a6c6bb42f35e2140fe3f1acfc4c6e8fc925ad description: '' health_score: 100.0 @@ -298031,8 +309245,8 @@ https://www.xenonstack.com/insights/stateful-and-stateless-applications: v2_locations: - databases.md year: N/A - addition_method: manual https://www.xeridia.co.uk/blog/benefits-test-driven-development-devops-environments: + addition_method: manual content_hash: 85facb56a2e9d58fd217b7caec4fea7d9684b1d30fd3ca8c6c031d66cd535b95 description: '' health_score: 100.0 @@ -298048,8 +309262,8 @@ https://www.xeridia.co.uk/blog/benefits-test-driven-development-devops-environme v2_locations: - testops.md year: N/A - addition_method: manual https://www.xeridia.co.uk/blog/importance-testing-devops: + addition_method: manual content_hash: 3f203a6c45a135e3a81f9cd780db42c4eae76f3d36596f8c21b91d2dd22211db description: '' health_score: 100.0 @@ -298065,8 +309279,8 @@ https://www.xeridia.co.uk/blog/importance-testing-devops: v2_locations: - testops.md year: N/A - addition_method: manual https://www.yamllint.com: + addition_method: manual ai_summary: Curator Insight introduces yamllint.com as the preeminent, straightforward browser utility for validating YAML payloads. Live Grounding confirms its status as a de facto standard helper used daily by developers globally to debug indentation @@ -298093,8 +309307,8 @@ https://www.yamllint.com: v2_locations: - yaml.md year: '2020' - addition_method: manual https://www.yeeply.com: + addition_method: manual content_hash: 31b7067754281e1dbc1a25c481bd139524b193f46bfe0d8ac66faf733597c2e6 description: '' health_score: 100.0 @@ -298105,8 +309319,8 @@ https://www.yeeply.com: v1_locations: - docs/freelancing.md year: N/A - addition_method: manual https://www.yegor256.com/2014/07/24/rultor-automated-merging.html: + addition_method: manual content_hash: 79ea56074f05c8f3858ef7d1e58be6482bf54c9d9256940e40854ed0b8ef88ee description: '' health_score: 100.0 @@ -298122,8 +309336,8 @@ https://www.yegor256.com/2014/07/24/rultor-automated-merging.html: v2_locations: - git.md year: N/A - addition_method: manual https://www.yobyot.com/aws/aws-multi-region-keys-and-ec2-data-lifecycle-manager/2021/08/18: + addition_method: manual content_hash: b642aa84b170fc32fe04321fa47847096aa2b9bad5f51e6154cdffc1661208dc description: '' health_score: 100.0 @@ -298135,15 +309349,15 @@ https://www.yobyot.com/aws/aws-multi-region-keys-and-ec2-data-lifecycle-manager/ v1_locations: - docs/aws-security.md year: N/A - addition_method: manual https://www.youtube.com: + addition_method: manual content_hash: 6c3a3cf9d553f6fdc2cf2e5e4cb612bb2488484ebae275a9ed79051f5aa8c804 health_score: 100.0 last_checked: 1779029371.346189 needs_ai_refresh: true v1_locations: [] - addition_method: manual https://www.youtube.com/@ByteByteGo: + addition_method: manual content_hash: 78614279dba778d61de7727a4c0a2bd6fc4d16484c8435e8f8ebfbcd9123e7b1 health_score: 100.0 last_checked: 1779034461.734469 @@ -298154,8 +309368,8 @@ https://www.youtube.com/@ByteByteGo: image: images/bytebytego.jpg order_v1: 114 order_v2: 36 - addition_method: manual https://www.youtube.com/@ClickHouseDB: + addition_method: manual content_hash: '' description: Official YouTube channel for ClickHouse, the open-source column-oriented database management system. @@ -298172,8 +309386,8 @@ https://www.youtube.com/@ClickHouseDB: image: images/clickhouse_logo.svg order_v1: 134 order_v2: 20 - addition_method: manual https://www.youtube.com/@CloudNativeMadrid: + addition_method: manual description: YouTube channel for CloudNativeMadrid status: online title: CloudNativeMadrid @@ -298186,8 +309400,8 @@ https://www.youtube.com/@CloudNativeMadrid: image: images/cloudnativemadrid_logo.jpg order_v1: 121 order_v2: 41 - addition_method: manual https://www.youtube.com/@DotCSV: + addition_method: manual content_hash: cd7d90b54e4e493cdc7c9d473d449cd3b861c7e59eacca837584a39335f2419a health_score: 100.0 last_checked: 1779030587.842524 @@ -298198,8 +309412,8 @@ https://www.youtube.com/@DotCSV: image: images/dotcsv.jpg order_v1: 115 order_v2: 7 - addition_method: manual https://www.youtube.com/@GoogleGemini: + addition_method: manual content_hash: '' description: Official channel for Google Gemini, focusing on the latest advancements and applications of Gemini AI models. @@ -298216,8 +309430,8 @@ https://www.youtube.com/@GoogleGemini: image: images/google_gemini_logo.png order_v1: 125 order_v2: 0 - addition_method: manual https://www.youtube.com/@ITOpsTalk: + addition_method: manual content_hash: '' description: IT Pro & Operations content from Microsoft's Azure Infrastructure Advocacy team. 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For a 2026 Cloud Architect, it provides essential + historical context on how decoupling business logic from infrastructure paved + the way for modern microservices and containerized environments. Understanding + this evolution is critical for evaluating the trade-offs between complex enterprise + standards and agile, developer-centric frameworks in cloud-native platforms. + category: Fundamentals + description: Featured video in the Fundamentals section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Spring Framework + title: 'How a Group of Developers Took Back Control from Enterprise Java | Spring: + The Documentary' + v1_locations: [] + video_order: 999 + year: N/A https://www.youtube.com/embed/1Fl25dR01pw?si=bJlQozIfT3J4rhN3: + addition_method: manual ai_summary: This session details how to build secure, scalable developer platforms by defining 'golden paths' using HashiCorp's suite of automation tools, including Terraform, Vault, Consul, and Boundary. 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It details how the tool leverages the Model Context Protocol (MCP) to integrate @@ -300102,8 +311357,8 @@ https://www.youtube.com/embed/6eBSHbLKuN0: v1_locations: [] video_order: 25 year: N/A - addition_method: manual https://www.youtube.com/embed/8g4qLzkpjeE?si=xcfl3ugsMGZ8Kthg: + addition_method: manual ai_summary: This panel discussion provides a comprehensive architectural comparison between Azure DevOps and GitHub Actions, focusing on enterprise governance, extensibility, and CI/CD workflow migration strategies. It outlines decision frameworks for hybrid @@ -300125,8 +311380,8 @@ https://www.youtube.com/embed/8g4qLzkpjeE?si=xcfl3ugsMGZ8Kthg: v1_locations: [] video_order: 17 year: N/A - addition_method: manual https://www.youtube.com/embed/9vM4p9NN0Ts: + addition_method: manual ai_summary: 'This Stanford CS229 technical deep-dive deconstructs the transition from raw autoregressive language models to instruction-tuned assistants, focusing on the systems orchestration required for 2026 AI infrastructure. It explores @@ -300152,8 +311407,8 @@ https://www.youtube.com/embed/9vM4p9NN0Ts: v1_locations: [] video_order: 26 year: N/A - addition_method: manual https://www.youtube.com/embed/BE77h7dmoQU: + addition_method: manual ai_summary: This documentary chronicles the origin of Kubernetes from Google's internal cluster managers Borg and Omega, highlighting the pivotal architectural transition from virtual machines to containerized orchestration. Understanding this evolution @@ -300174,8 +311429,8 @@ https://www.youtube.com/embed/BE77h7dmoQU: v1_locations: [] video_order: 1 year: N/A - addition_method: manual https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxFMdlFKBQze7NVVd7q2nIwBYWkeaKeoX8&clipt=EIzBzwIY1fnSAg: + addition_method: manual ai_summary: This session outlines the architectural deployment of Red Hat OpenShift as a unified hybrid cloud platform, demonstrating how enterprise Kubernetes orchestrates complex workloads across multi-cloud and edge environments. It highlights critical @@ -300194,8 +311449,8 @@ https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxFMdlFKBQze7NVVd7q2nIwBYWkeaKe v1_locations: [] video_order: 5 year: N/A - addition_method: manual https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxLbUzIJtyeKPi66qAvxxRlGbofYp_Gr8B&clipt=EIDy0gIY4MbWAg: + addition_method: manual ai_summary: This session outlines the architectural enablement of cloud-native AI/ML workloads by integrating Red Hat OpenShift with NVIDIA GPU acceleration and automated MLOps platforms like H2O.ai and ProphetStor. It demonstrates how standardizing @@ -300217,8 +311472,29 @@ https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxLbUzIJtyeKPi66qAvxxRlGbofYp_G v1_locations: [] video_order: 6 year: N/A +https://www.youtube.com/embed/HI6KleJAZPY: addition_method: manual + ai_summary: This video explores how AI agents can read Grafana metrics, logs, and + traces directly using Grafana Assistant and Claude Code wired up to the Grafana + MCP server. It demonstrates querying Prometheus, Loki, and Tempo, generating custom + dashboards from natural language, and analyzing runtime data from the command + line. This workflow bridges the gap between analysis and remediation, allowing + agents to verify fixes and make data-grounded decisions. + category: Observability and Monitoring + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Grafana Assistant, Claude Code, Grafana MCP Server + title: I Stopped Staring at Dashboards. AI Reads My Grafana Metrics Now. + v1_locations: [] + video_order: 20 + year: '2026' https://www.youtube.com/embed/Hc8emNr2igU?si=kehLRUpOAvyK_Bku: + addition_method: manual ai_summary: Red Hat OpenShift AI provides an enterprise-grade MLOps platform built on Kubernetes that standardizes the training, tuning, serving, and monitoring of foundation and predictive AI models across hybrid and multi-cloud environments. @@ -300240,8 +311516,8 @@ https://www.youtube.com/embed/Hc8emNr2igU?si=kehLRUpOAvyK_Bku: v1_locations: [] video_order: 22 year: N/A - addition_method: manual https://www.youtube.com/embed/HlAXp0-M6SY?clip=UgkxWpu3QFPEDZBuMgy_Xq4mBR--uLA-3CSZ&clipt=EMSoKxiG3C4: + addition_method: manual ai_summary: This seminal presentation outlines the paradigm shift from traditional imperative configuration management to declarative, container-orchestrated infrastructure by redefining the operating contract between applications and underlying systems. @@ -300264,8 +311540,8 @@ https://www.youtube.com/embed/HlAXp0-M6SY?clip=UgkxWpu3QFPEDZBuMgy_Xq4mBR--uLA-3 v1_locations: [] video_order: 3 year: N/A - addition_method: manual https://www.youtube.com/embed/I8Qh-TafMvQ?si=1A2-kmq6mV-S-03c: + addition_method: manual ai_summary: This discussion outlines how enterprise platform engineering teams leverage Portworx to deliver automated, resilient Database-as-a-Service (DBaaS) capabilities directly on Kubernetes. By abstracting multi-cloud storage, disaster recovery, @@ -300286,8 +311562,8 @@ https://www.youtube.com/embed/I8Qh-TafMvQ?si=1A2-kmq6mV-S-03c: v1_locations: [] video_order: 12 year: N/A - addition_method: manual https://www.youtube.com/embed/IFUPG9KCJ4E?si=KMEXeVlcKTp87-Ja: + addition_method: manual ai_summary: David Heinemeier Hansson critiques the complexity of modern Single Page Application (SPA) architectures, advocating instead for the 'Majestic Monolith' and HTML-over-the-wire (Hotwire) to keep application logic unified on the server. @@ -300311,8 +311587,8 @@ https://www.youtube.com/embed/IFUPG9KCJ4E?si=KMEXeVlcKTp87-Ja: v1_locations: [] video_order: 10 year: N/A - addition_method: manual https://www.youtube.com/embed/L8eJh1sfc1U?si=y546MyZpRe-thoad: + addition_method: manual ai_summary: This video critically evaluates the over-engineering of distributed systems, examining whether the operational overhead, network latency, and complexity of microservices are justified for most projects. In a 2026 cloud-native landscape @@ -300332,8 +311608,8 @@ https://www.youtube.com/embed/L8eJh1sfc1U?si=y546MyZpRe-thoad: v1_locations: [] video_order: 15 year: N/A - addition_method: manual https://www.youtube.com/embed/LiSb82Lug7M: + addition_method: manual ai_summary: 'This session from the GitOps Guide to the Galaxy deconstructs the architecture of Hosted Control Planes (HCP), also known as HyperShift. It explores how HCP decouples the Kubernetes control plane from worker nodes, hosting it as a scalable @@ -300356,8 +311632,8 @@ https://www.youtube.com/embed/LiSb82Lug7M: v1_locations: [] video_order: 24 year: N/A - addition_method: manual https://www.youtube.com/embed/MRIv2IwFTPg?si=F07g869i6yIfqRdg: + addition_method: manual ai_summary: This video deconstructs the foundational mathematical and algorithmic mechanics of a single artificial neuron, illustrating its direct relationship with linear regression, weights, biases, and activation functions. In a 2026 cloud-native @@ -300379,8 +311655,8 @@ https://www.youtube.com/embed/MRIv2IwFTPg?si=F07g869i6yIfqRdg: v1_locations: [] video_order: 25 year: N/A - addition_method: manual https://www.youtube.com/embed/PxyyY7TsCqs?si=kzCRojDteESqork1: + addition_method: manual ai_summary: This presentation details AXA Group's cloud migration strategy (ATLAS) utilizing Terraform Enterprise as the cornerstone of their multi-cloud and private IaaS migration factory. It highlights how a highly regulated financial enterprise @@ -300402,8 +311678,8 @@ https://www.youtube.com/embed/PxyyY7TsCqs?si=kzCRojDteESqork1: v1_locations: [] video_order: 11 year: N/A - addition_method: manual https://www.youtube.com/embed/QBqRAMVTmwE: + addition_method: manual ai_summary: 'Azure Verified Modules (AVM) is the official Microsoft infrastructure-as-code module library for both Bicep and Terraform. This session explores how AVM standardizes deployments according to the Azure Well-Architected Framework by default, shipping @@ -300428,8 +311704,8 @@ https://www.youtube.com/embed/QBqRAMVTmwE: v1_locations: [] video_order: 27 year: N/A - addition_method: manual https://www.youtube.com/embed/Tr4onEST70I: + addition_method: manual ai_summary: In this Red Hat Summit 2026 interview, Fran Heeran details how telecommunications providers are shifting from heavily siloed infrastructure to unified cloud-native architectures. By leveraging OpenShift Virtualization, telcos can centrally manage @@ -300450,8 +311726,8 @@ https://www.youtube.com/embed/Tr4onEST70I: v1_locations: [] video_order: 28 year: '2026' - addition_method: manual https://www.youtube.com/embed/U_IFGpJDbeU?si=XzHSGU9dTH-1_0EW: + addition_method: manual ai_summary: This guide provides a comprehensive architectural evaluation of various Git branching strategies, including Trunk-Based Development, Feature Branches, Git Flow, and Environment Branches, weighing their impacts on delivery velocity. @@ -300472,8 +311748,8 @@ https://www.youtube.com/embed/U_IFGpJDbeU?si=XzHSGU9dTH-1_0EW: v1_locations: [] video_order: 16 year: N/A - addition_method: manual https://www.youtube.com/embed/UmbjwSK9b3I?clip=UgkxRGuBMDAVDqKckQ1lhk-9U2jLBhBIBI5l&clipt=EP2dHhjd8iE: + addition_method: manual ai_summary: This architectural retrospective outlines Mercedes-Benz's transformation from legacy, manual infrastructure management to an on-premises, self-service cloud platform managing nearly 1,000 clusters via Cluster API (CAPI). In a 2026 @@ -300495,8 +311771,8 @@ https://www.youtube.com/embed/UmbjwSK9b3I?clip=UgkxRGuBMDAVDqKckQ1lhk-9U2jLBhBIB v1_locations: [] video_order: 7 year: N/A - addition_method: manual https://www.youtube.com/embed/V7PSnH8YnTk?si=6Mq4wjpipTLwUvYe: + addition_method: manual ai_summary: Red Hat OpenShift Platform Plus provides an enterprise-grade, multi-cluster Kubernetes foundation integrating advanced cluster management, declarative DevSecOps security, and a global container registry. In a 2026 cloud-native landscape, it @@ -300517,8 +311793,8 @@ https://www.youtube.com/embed/V7PSnH8YnTk?si=6Mq4wjpipTLwUvYe: v1_locations: [] video_order: 13 year: N/A - addition_method: manual https://www.youtube.com/embed/aZ5EsdnpLMI?si=ESsNnVwE8IdWSiWZ: + addition_method: manual ai_summary: This documentary anthology traces the rapid evolution of artificial intelligence from early deep learning implementations to advanced generative AI systems like Google's Bard and OpenAI's ChatGPT. For 2026 cloud-native architectures, @@ -300540,8 +311816,8 @@ https://www.youtube.com/embed/aZ5EsdnpLMI?si=ESsNnVwE8IdWSiWZ: v1_locations: [] video_order: 20 year: N/A - addition_method: manual https://www.youtube.com/embed/cdZZpaB2kDM?clip=UgkxWAPHZbVaNZzk9pi0lMu6k5ABLuMHBtRL&clipt=EK2rfRjW9YAB: + addition_method: manual ai_summary: This systemic interview highlights architectural principles around open-sourcing core algorithms to enforce platform transparency and trust, directly paralleling modern GitOps, policy-as-code, and zero-trust verification frameworks in Cloud @@ -300562,8 +311838,8 @@ https://www.youtube.com/embed/cdZZpaB2kDM?clip=UgkxWAPHZbVaNZzk9pi0lMu6k5ABLuMHB v1_locations: [] video_order: 19 year: N/A - addition_method: manual https://www.youtube.com/embed/ghzsBm8vOms: + addition_method: manual ai_summary: This video details the evolution of cloud operations into Platform Engineering, focusing on the architecture and implementation of Internal Developer Platforms (IDPs) to mitigate developer cognitive load. By establishing standardized 'golden @@ -300584,8 +311860,8 @@ https://www.youtube.com/embed/ghzsBm8vOms: v1_locations: [] video_order: 8 year: N/A - addition_method: manual https://www.youtube.com/embed/hAwtrJlBVJY?si=bnyptzNFx4jzOiEj: + addition_method: manual ai_summary: This analysis dissects the macroeconomic shift from hyper-growth talent hoarding to hyper-efficiency, highlighting the systemic collapse of bloated engineering teams in favor of lean, automated operations. For a 2026 cloud-native landscape, @@ -300606,8 +311882,8 @@ https://www.youtube.com/embed/hAwtrJlBVJY?si=bnyptzNFx4jzOiEj: v1_locations: [] video_order: 21 year: N/A - addition_method: manual https://www.youtube.com/embed/niuJpAKyb7c: + addition_method: manual ai_summary: 'In this tutorial, Gisela Torres explains the architecture and application of VS Code Dev Tunnels to enable secure remote access to local development environments. Dev Tunnels establish a secure, encrypted connection to VS Code without requiring @@ -300630,8 +311906,8 @@ https://www.youtube.com/embed/niuJpAKyb7c: v1_locations: [] video_order: 29 year: '2023' - addition_method: manual https://www.youtube.com/embed/nrhxNNH5lt0?si=U5h1mbkbF6ZEOvlj: + addition_method: manual ai_summary: This video details the transition from traditional, late-stage security audits to DevSecOps, explaining how shifting security left eliminates deployment bottlenecks in fast-paced delivery pipelines. It covers the automation of static @@ -300652,8 +311928,8 @@ https://www.youtube.com/embed/nrhxNNH5lt0?si=U5h1mbkbF6ZEOvlj: v1_locations: [] video_order: 18 year: N/A - addition_method: manual https://www.youtube.com/embed/rT4fJNbfe14: + addition_method: manual ai_summary: This documentary explores the architectural genesis of Prometheus at SoundCloud, detailing how the shift to microservices necessitated a fundamental pivot from host-based monitoring to a pull-based, multi-dimensional metric data @@ -300674,8 +311950,8 @@ https://www.youtube.com/embed/rT4fJNbfe14: v1_locations: [] video_order: 4 year: N/A - addition_method: manual https://www.youtube.com/embed/rkXGSLf-rVQ?si=Ho8Zzxbrecn7Yncb: + addition_method: manual ai_summary: In this discussion, David Heinemeier Hansson critiques the dogmatic adoption of microservices, highlighting how they introduce substantial operational complexity, network latency, and cognitive load compared to a well-structured @@ -300697,8 +311973,8 @@ https://www.youtube.com/embed/rkXGSLf-rVQ?si=Ho8Zzxbrecn7Yncb: v1_locations: [] video_order: 9 year: N/A - addition_method: manual https://www.youtube.com/embed/videoseries?list=PLmsFUfdnGr3w9BdWjQGAwV7UPW0kspwOp: + addition_method: manual ai_summary: 'This official live series explores the paradigm shift from traditional CI/CD pipelines to autonomous, agent-driven operations (Agentic DevOps). It covers technical deep-dives into Azure SRE Agents for automated root cause analysis and @@ -300721,8 +311997,8 @@ https://www.youtube.com/embed/videoseries?list=PLmsFUfdnGr3w9BdWjQGAwV7UPW0kspwO v1_locations: [] video_order: 30 year: '2025' - addition_method: manual https://www.youtube.com/embed/videoseries?si=GBJtqv36O8bslj9z&list=PLvBBnHmZuNQJeznYL2F-MpZYBUeLIXYEe: + addition_method: manual ai_summary: This comprehensive video series details core Jenkins CI/CD automation techniques, including Pipeline-as-Code implementations and system management best practices. In a 2026 cloud-native context, mastering Jenkins remains critical @@ -300743,8 +312019,8 @@ https://www.youtube.com/embed/videoseries?si=GBJtqv36O8bslj9z&list=PLvBBnHmZ v1_locations: [] video_order: 24 year: N/A - addition_method: manual https://www.youtube.com/embed/videoseries?si=fJvBV63-mjQ6S-Ht&list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7: + addition_method: manual ai_summary: NetBox serves as the foundational source of truth for modern network automation by integrating IP Address Management (IPAM) and Data Center Infrastructure Management (DCIM) into a unified database. In a 2026 Cloud Native ecosystem, it @@ -300765,8 +312041,8 @@ https://www.youtube.com/embed/videoseries?si=fJvBV63-mjQ6S-Ht&list=PL7sEPiUb v1_locations: [] video_order: 26 year: N/A - addition_method: manual https://www.youtube.com/embed/videoseries?si=zdATyq_E2wXN7AC6&list=PLbMP1JcGBmSGKO8UreWpOBOhCqilejhtd: + addition_method: manual ai_summary: 'Every other Thursday at 3pm ET hosts Hilliary Lipsig and Jonathan Rickard dive into everything in the GitOps universe, from solutions to common problems in end-to-end CICD pipelines, to creating Git workflows. This series explores @@ -300787,8 +312063,8 @@ https://www.youtube.com/embed/videoseries?si=zdATyq_E2wXN7AC6&list=PLbMP1JcG v1_locations: [] video_order: 23 year: N/A - addition_method: manual https://www.youtube.com/kubernetescommunity: + addition_method: manual content_hash: 5654ed1b031bb525606fadef419e20044ee5e80a0915535c7ae4e75f0c909d9d health_score: 100.0 last_checked: 1779031393.113604 @@ -300799,8 +312075,8 @@ https://www.youtube.com/kubernetescommunity: image: images/kubernetes_logo.png order_v1: 2 order_v2: 1 - addition_method: manual https://www.youtube.com/live/2IArMAhkJcE?si=_LlIjakRXHUzERjy: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -300821,8 +312097,8 @@ https://www.youtube.com/live/2IArMAhkJcE?si=_LlIjakRXHUzERjy: - developerportals.md - project-management-methodology.md year: N/A - addition_method: manual https://www.youtube.com/playlist?app=desktop&list=PLI1_CQcV71RnBebKm_tH1uKYI3WxkM2TT: + addition_method: manual content_hash: 6dd1a1144b5c57f2ee07ebd26976bbdb63b3ab23cf1cf30cc2266313668f3fbe description: '' health_score: 100.0 @@ -300838,8 +312114,8 @@ https://www.youtube.com/playlist?app=desktop&list=PLI1_CQcV71RnBebKm_tH1uKYI3Wxk v2_locations: - public-cloud-solutions.md year: N/A - addition_method: manual https://www.youtube.com/playlist?app=desktop&list=PLVx1qovxj-akr_3XqQQgpqRyQw4GYuS4h: + addition_method: manual content_hash: 5654ed1b031bb525606fadef419e20044ee5e80a0915535c7ae4e75f0c909d9d description: '' health_score: 100.0 @@ -300855,8 +312131,8 @@ https://www.youtube.com/playlist?app=desktop&list=PLVx1qovxj-akr_3XqQQgpqRyQw4GY v2_locations: - kubernetes-tutorials.md year: N/A - addition_method: manual https://www.youtube.com/playlist?list=PL0pgb_7nDofA1hJpkpPf4qHQTYZbPVT5M: + addition_method: manual ai_summary: An extensive video masterclass series covering Git basics, collaborative repository management, and core workflows. Conducted in Spanish, offering deep insights into standard commands, conflict resolution, and branching models. [SPANISH @@ -300884,8 +312160,8 @@ https://www.youtube.com/playlist?list=PL0pgb_7nDofA1hJpkpPf4qHQTYZbPVT5M: v2_locations: - git.md year: N/A - addition_method: manual https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAcbMi1sH6oAMk4JHw91mC_: + addition_method: manual content_hash: 751d3e7c4b8aa470bd84f1f9b510becd3919a885be5c21d78226559ff72a3d2a description: '' health_score: 100.0 @@ -300901,8 +312177,8 @@ https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAcbMi1sH6oAMk4JHw91mC_: v2_locations: - python.md year: N/A - addition_method: manual https://www.youtube.com/playlist?list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7: + addition_method: manual content_hash: 65c7b773777a524d82badf478ec885d866e2b23cb097bcb80db27d090d767203 description: '' health_score: 100.0 @@ -300918,8 +312194,46 @@ https://www.youtube.com/playlist?list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7: v2_locations: - networking.md year: N/A - addition_method: manual +https://www.youtube.com/playlist?list=PLA6Ht2dJt3SId7vE9P5mppWdj65_l6hl7: + addition_method: automatic + ai_summary: This architectural playlist details how Model Context Protocol (MCP) + standardizes context and tool-calling interfaces for AI agents within modern cloud-native + systems. It explores the practical integration of autonomous agents into DevOps, + SRE, and API automation pipelines, replacing complex, manual scripts with intent-driven + workflows. By utilizing secure and scalable MCP servers, platform teams can safely + delegate infrastructure, database, and testing orchestration to context-aware + AI systems. + category: AI and Future Operations + complexity: Beginner + content_hash: d337a93db929ecf9925a32fe3968f186d100adddec8ab243774727e5c94cba59 + description: Official collection of Kubernetes contributor orientation sessions, + tracking the community onboarding landscape. + hierarchy: + - Kubernetes + - Community + - Contributor Onboarding + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352414.115685 + reputation_status: Vetted + reputation_summary: The official CNCF-administered YouTube playlist compiled for + global Kubernetes community training and contributor mentoring. + resource_type: playlist + social_preview_url: https://i.ytimg.com/vi/-Z-Z_lmA7nE/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLA3b7JR3467ac8sY_EEEETG97dnzw&days_since_epoch=20605 + source_provenance: X.com (nubenetes) + stars: 4 + status: online + suggested_new_category: kubernetes-community + tags: + - '[GUIDE]' + - '[ENTERPRISE-STABLE]' + technology: DevOps + AI Agents + title: Model Context Protocol (MCP) and AI Agents in DevOps + year: '2026' https://www.youtube.com/playlist?list=PLEsfXFp6DpzQFqfCur9CJ4QnKQTVXUsRy: + addition_method: manual content_hash: d3bbcc168ea4710a648a35fa5fce04c821b399c48eb3fd19426220b04f513865 description: '' health_score: 100.0 @@ -300930,8 +312244,48 @@ https://www.youtube.com/playlist?list=PLEsfXFp6DpzQFqfCur9CJ4QnKQTVXUsRy: v1_locations: - docs/python.md year: N/A - addition_method: manual +https://www.youtube.com/playlist?list=PLLasX02E8BPBCP7KdYsjKKFFQUmNEUmE9: + addition_method: automatic + ai_summary: This technical podcast series details the evolution of cloud-native + infrastructure required to support autonomous, context-aware AI agents in enterprise + environments. It explores critical engineering paradigms such as multi-agent orchestration, + context engineering over traditional RAG, unified data fabrics for governed access, + and Postgres-centric vector storage. Additionally, it addresses the SRE and operations + dimension by analyzing how agentic AI is reforming IT operations, cloud management, + and security governance through defined agentic borders. + category: AI and Future Operations + complexity: Advanced + content_hash: 6aa463d2db95d5dbee2329f3257d069776f9d35e38e5049b2afeee7c9c503676 + description: Complete visual and audio series exploring the development, deployment, + and operation of agentic architectures. + hierarchy: + - Cloud Architecture + - Azure + - Agentic Systems + - Multi-Agent Orchestration + - Database Design + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352148.494004 + reputation_status: Vetted + reputation_summary: Highly authoritative technical podcast managed and hosted by + Microsoft Azure's core engineering divisions. + resource_type: Playlist + social_preview_url: https://i.ytimg.com/pl_c/PLLasX02E8BPBCP7KdYsjKKFFQUmNEUmE9/studio_square_thumbnail.jpg?sqp=CKvP99AG-oaymwEICPABEPABSFqi85f_AwYIwJWQzgY=&rs=AOn4CLCDT3bF0WFzL_3ilEQH3LbhMEEi3g&days_since_epoch=20605 + source_provenance: X.com (Azure) + stars: 4 + status: online + suggested_new_category: podcasts + tags: + - GUIDE + - ENTERPRISE-STABLE + technology: SRE + AI Agents + title: The Shift Podcast by Microsoft Azure—Agentic Edition + year: '2026' https://www.youtube.com/playlist?list=PLM-7VG-sgbtBBnWb2Jc5kufgtWYEmiMAw: + addition_method: manual content_hash: fc66226a8b10d12c5f8c01c5a3e1d1cbd88c68298436cf164cb968e264e6293b description: '' health_score: 100.0 @@ -300947,8 +312301,159 @@ https://www.youtube.com/playlist?list=PLM-7VG-sgbtBBnWb2Jc5kufgtWYEmiMAw: v2_locations: - api.md year: N/A - addition_method: manual +https://www.youtube.com/playlist?list=PLOU2XLYxmsIJp39MsvkeWYYNwMso-HeNT: + addition_method: automatic + ai_summary: This playlist presents the Cloud Native and GenAI architectural frameworks + showcased at Google I/O 2026, focusing on the transition from traditional DevOps + to 'agent-first' autonomous workflows using Google Cloud’s serverless stack (Cloud + Run, Eventarc, Cloud Build, BigQuery) and the Agent Development Kit (ADK). By + utilizing Model Context Protocol (MCP) and event-driven architectures, developers + can orchestrate specialized multi-agent swarms to handle complex Day-2 operations, + such as self-healing remediation and intelligent CI/CD pipelines. This paradigm + shift provides a highly secure, automated foundation for scaling and governing + AI-native applications directly from code to production. + category: AI and Future Operations + complexity: advanced + content_hash: fef268774e88afb23eae028f5b4fcf68d63d0e864a4dc7ef88b5b3044cf012d4 + description: The official AI technical sessions playlist from Google I/O 2026, showcasing + Gemma 4, Antigravity 2.0, and advanced agent frameworks. + hierarchy: + - Artificial Intelligence + - AI Agents + - Google Antigravity + - Gemma 4 + - Agentic Orchestration + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352037.401415 + reputation_status: Vetted + reputation_summary: Primary official repository of AI technical training and developer + keynotes from Google I/O 2026. + resource_type: video_playlist + social_preview_url: https://i.ytimg.com/vi/2n41YjR5QfU/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLBxBvfHStzI9-7w1XgpRgHITX8l5Q&days_since_epoch=20605 + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + technology: DevOps + AI Agents + title: Cloud at Google I/O 2026 + year: '2026' +https://www.youtube.com/playlist?list=PLOU2XLYxmsIJuxYe1znksQlhLJ4w8GKCu: + addition_method: automatic + ai_summary: This playlist explores the shift toward proactive, agentic AI, physical + robotics, and the convergence of quantum computing with distributed machine learning + models. 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Discusses integration options with version control engines to run continuous documentation deployment flows. @@ -302276,8 +313781,8 @@ https://www.youtube.com/watch?si=dWSDPD4eXvF3dx5r&v=gnYU0jtQbug&feature=youtu.be v2_locations: - cicd.md year: '2023' - addition_method: manual https://www.youtube.com/watch?si=vK_9UKjGV8F24Ebt&v=1v15VSKPZRU&feature=youtu.be: + addition_method: manual content_hash: 4b2f04c307a1e37cc760241663831085e36269573c50fb73c4f073c8abe02326 health_score: 100.0 last_checked: 1779130494.923179 @@ -302289,8 +313794,8 @@ https://www.youtube.com/watch?si=vK_9UKjGV8F24Ebt&v=1v15VSKPZRU&feature=youtu.be - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md - addition_method: manual https://www.youtube.com/watch?si=zB9HD1MCp3SbLQwL&v=V53AHWun17s&feature=youtu.be: + addition_method: manual content_hash: 9f0b53c5bcc62b85b315ccbabc9d0c1014411b14be81c6c3fca57e2f27ca6715 health_score: 100.0 last_checked: 1779130495.007173 @@ -302302,8 +313807,8 @@ https://www.youtube.com/watch?si=zB9HD1MCp3SbLQwL&v=V53AHWun17s&feature=youtu.be - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.youtube.com/watch?time_continue=5340&v=FUu4kMc0PL8: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302320,8 +313825,8 @@ https://www.youtube.com/watch?time_continue=5340&v=FUu4kMc0PL8: v2_locations: - customer.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=--RRpw_6onA: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302338,8 +313843,8 @@ https://www.youtube.com/watch?v=--RRpw_6onA: v2_locations: - iac.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=-F9yzj4Kjeo&ab_channel=HoussemDellai: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302355,8 +313860,8 @@ https://www.youtube.com/watch?v=-F9yzj4Kjeo&ab_channel=HoussemDellai: v2_locations: - azure.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=-NUQhwmhTCw&ab_channel=LambdaTest: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302373,8 +313878,8 @@ https://www.youtube.com/watch?v=-NUQhwmhTCw&ab_channel=LambdaTest: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=-sZvzW40NrM&ab_channel=Anyscale: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302390,8 +313895,8 @@ https://www.youtube.com/watch?v=-sZvzW40NrM&ab_channel=Anyscale: v2_locations: - mlops.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=0KQndcIedeg: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302407,8 +313912,8 @@ https://www.youtube.com/watch?v=0KQndcIedeg: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=0TvhTXddRGE: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779029805.998707 @@ -302420,8 +313925,8 @@ https://www.youtube.com/watch?v=0TvhTXddRGE: - docs/securityascode.md v2_locations: - securityascode.md - addition_method: manual https://www.youtube.com/watch?v=0mxhS7H6bxM: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302440,8 +313945,8 @@ https://www.youtube.com/watch?v=0mxhS7H6bxM: v2_locations: - docker.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=15CGdzfDlpQ&ab_channel=JFrog: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779030976.213889 @@ -302453,8 +313958,8 @@ https://www.youtube.com/watch?v=15CGdzfDlpQ&ab_channel=JFrog: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md - addition_method: manual https://www.youtube.com/watch?v=15PFfjuxtvM&ab_channel=mkdev: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302471,8 +313976,8 @@ https://www.youtube.com/watch?v=15PFfjuxtvM&ab_channel=mkdev: v2_locations: - container-managers.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=16fgzklcF7Y&ab_channel=TechWorldwithNana: + addition_method: manual ai_summary: An exceptionally clear, highly visual tutorial introducing the fundamental concepts of service mesh architectures, specifically focusing on Istio. Walks through sidecar injection, traffic management, and security benefits in an accessible @@ -302502,8 +314007,8 @@ https://www.youtube.com/watch?v=16fgzklcF7Y&ab_channel=TechWorldwithNana: v2_locations: - istio.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=1FzOlSed5ts&ab_channel=OpenShift: + addition_method: manual ai_summary: OpenShift GitOps instructional video exploring Helm usage inside GitOps systems like Argo CD. Discusses reconciliation pipelines, helm templates, and automated cluster sync mechanics. @@ -302531,8 +314036,8 @@ https://www.youtube.com/watch?v=1FzOlSed5ts&ab_channel=OpenShift: v2_locations: - helm.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=1Lat8dP7Eq0: + addition_method: manual ai_summary: Curator Insight covers an AWS re:Invent session demonstrating how to design and build enterprise-grade Generative AI topologies on AWS. Live Grounding verifies its importance for understanding serverless integration via Amazon Bedrock, @@ -302561,8 +314066,8 @@ https://www.youtube.com/watch?v=1Lat8dP7Eq0: v2_locations: - ai.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=1RTTEUEl9sc&feature=youtu.be: + addition_method: manual content_hash: 64adda9e8edcc78f1792afa5faed336773258c854fd07662d50c20655f120eb6 health_score: 100.0 last_checked: 1779130494.947173 @@ -302574,8 +314079,8 @@ https://www.youtube.com/watch?v=1RTTEUEl9sc&feature=youtu.be: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual https://www.youtube.com/watch?v=1o14tIEhZL0: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302586,8 +314091,8 @@ https://www.youtube.com/watch?v=1o14tIEhZL0: v1_locations: - docs/docker.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=1w1Jv9qssqg: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302603,16 +314108,16 @@ https://www.youtube.com/watch?v=1w1Jv9qssqg: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=24Wpg6njlYI: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779034132.057123 needs_ai_refresh: true v1_locations: - docs/javascript.md - addition_method: manual https://www.youtube.com/watch?v=2HPsPOwHOlY&ab_channel=DonovanBrown: + addition_method: manual ai_summary: Practical video breakdown demystifying how Helm operates. Explains basic mechanics of building templates and decoupling dynamic configurations from application specifications. @@ -302640,8 +314145,8 @@ https://www.youtube.com/watch?v=2HPsPOwHOlY&ab_channel=DonovanBrown: v2_locations: - helm.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=2LNxGVS81mE: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302657,15 +314162,15 @@ https://www.youtube.com/watch?v=2LNxGVS81mE: v2_locations: - rancher.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=2RT9XwIWkVQ&ab_channel=Jenkins: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779034094.892536 v1_locations: - docs/jenkins.md - addition_method: manual https://www.youtube.com/watch?v=2UwQD0diUxk: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302681,15 +314186,15 @@ https://www.youtube.com/watch?v=2UwQD0diUxk: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=2Z5HhEk1zK8&ab_channel=MichaelLevan: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779030434.536061 v1_locations: - docs/kubernetes-tools.md - addition_method: manual https://www.youtube.com/watch?v=2mNAsrThius&ab_channel=CloudControl: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302700,8 +314205,87 @@ https://www.youtube.com/watch?v=2mNAsrThius&ab_channel=CloudControl: v1_locations: - docs/project-management-tools.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=36aGHlsxlow: + addition_method: automatic + ai_summary: This onboarding session details the essential governance, codebase organization, + and automated release mechanics of the Kubernetes project, guiding new engineers + through Special Interest Groups (SIGs) and the Prow-based ChatOps CI/CD workflow. + It delivers a structured pathway for landing code and documentation contributions, + establishing the foundational open-source engineering practices required to maintain + and scale modern cloud-native infrastructure. + category: Fundamentals and Documentaries + complexity: Beginner + content_hash: 27c7fb4beadbdf3d6edccd8c2ccc1e4cdff811e933e8dc7bf8a19f4fb5844565 + description: The official onboarding video introducing new contributors to the Kubernetes + governance structure, Special Interest Groups (SIGs), and contribution workflows. + hierarchy: + - Cloud Native + - Kubernetes + - Community and Contribution + - Contributor Onboarding + is_enriched: true + is_featured_video: true + is_microservice: false + language: English + last_checked: 1780352302.456685 + reputation_status: Vetted + reputation_summary: Official community-led training resource managed by Kubernetes + Special Interest Groups (SIG-ContribEx). + resource_type: video + social_preview_url: https://img.youtube.com/vi/36aGHlsxlow/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + - ENTERPRISE-STABLE + technology: Kubernetes + title: Kubernetes New Contributor Orientation + year: '2025' +https://www.youtube.com/watch?v=3B41u33BS2E: + addition_method: automatic + ai_summary: This orientation provides a comprehensive guide to navigating the Kubernetes + contributor ecosystem, detailing the organizational structure of Special Interest + Groups (SIGs), community workflows, and the automation tools like Prow and Tide + that govern the PR lifecycle. Understanding these foundational processes is essential + for platform architects and engineers aiming to successfully upstream patches, + custom controllers, or performance optimizations to the core Kubernetes codebase + in 2026. + category: Fundamentals and Documentaries + complexity: Beginner + content_hash: f7c8a7a52e509fcae9cac2f1d9c7d6109f52296b9c9f312b6f01f4af25d63905 + description: Kubernetes New Contributor Orientation video detailing the project's + governance structure, Special Interest Groups (SIGs), developer workflows, and + technical contribution paths. + hierarchy: + - Cloud Native + - Kubernetes + - Open Source + - Contributor Onboarding + is_enriched: true + is_featured_video: true + is_microservice: false + language: English + last_checked: 1780352282.814426 + reputation_status: Vetted + reputation_summary: Alternative official recording of the Kubernetes contributor + onboarding session from the CNCF, providing identical core guidance on community + processes. + resource_type: video + social_preview_url: https://img.youtube.com/vi/3B41u33BS2E/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[COMMUNITY-TOOL]' + technology: Kubernetes + title: Kubernetes New Contributor Orientation + year: '2025' https://www.youtube.com/watch?v=3H9eNIf9KZs&ab_channel=CloudBeesTV: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302718,8 +314302,42 @@ https://www.youtube.com/watch?v=3H9eNIf9KZs&ab_channel=CloudBeesTV: v2_locations: - jenkins.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=3TfGKugPlpE&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=12&pp=iAQB: + addition_method: automatic + ai_summary: This architectural update demonstrates Flutter's performance optimization + layer and introduces Flutter GenUI, a dynamic design methodology that programmatically + models and synthesizes application layouts via AI. Outlines key advancements in + cross-platform engine rendering speeds. + category: uncategorized + complexity: intermediate + content_hash: 7dce2d6b761251aea6f8cf1f52a099de25f6020d9a43ec1f075adfd6c3021a19 + description: Explore the latest Flutter framework updates, from performance improvements + to new features. Dive into Flutter GenUI to discover how to build truly adaptive, + AI-generated user experiences on the fly. Learn how these innovations are shaping + the future of fast, multi-platform application development. + hierarchy: + - Mobile Development + - Multi-platform + - Flutter Framework + - UI Rendering + is_microservice: false + language: en + last_checked: 1780352013.434892 + reputation_status: Vetted + reputation_summary: Details Google's official multi-platform client UI framework. + The addition of Flutter GenUI sparked immense industry interest. + resource_type: video + social_preview_url: https://img.youtube.com/vi/3TfGKugPlpE/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: flutter-development + tags: + - '[ENTERPRISE-STABLE]' + title: What's new in Flutter + year: '2026' https://www.youtube.com/watch?v=3uDxwNOtilU: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302735,8 +314353,8 @@ https://www.youtube.com/watch?v=3uDxwNOtilU: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=4DUhc0MjdUc&feature=youtu.be&ab_channel=MohamedRadwan-DevOps: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302753,8 +314371,8 @@ https://www.youtube.com/watch?v=4DUhc0MjdUc&feature=youtu.be&ab_channel=MohamedR v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=4niy0_ZpQ1w&ab_channel=CloudQuickLabs: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302771,8 +314389,8 @@ https://www.youtube.com/watch?v=4niy0_ZpQ1w&ab_channel=CloudQuickLabs: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=53-Y_aI0KpE&ab_channel=MicrosoftAzure: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302789,8 +314407,8 @@ https://www.youtube.com/watch?v=53-Y_aI0KpE&ab_channel=MicrosoftAzure: v2_locations: - azure.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=5XWwjyikWMQ&feature=emb_logo&ab_channel=Konveyor: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302806,8 +314424,8 @@ https://www.youtube.com/watch?v=5XWwjyikWMQ&feature=emb_logo&ab_channel=Konveyor v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=6NM6sqXIsoA: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302823,8 +314441,8 @@ https://www.youtube.com/watch?v=6NM6sqXIsoA: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=6OeRByC-sBs: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302835,8 +314453,8 @@ https://www.youtube.com/watch?v=6OeRByC-sBs: v1_locations: - docs/terraform.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=6UF-QxiRGms&ab_channel=Kubevious: + addition_method: manual ai_summary: A video presentation by Kubevious demonstrating methods to trace which running containers and pods are actively requesting access to Kubernetes Secrets. It provides insight into limiting privilege blast radiuses. @@ -302863,8 +314481,8 @@ https://www.youtube.com/watch?v=6UF-QxiRGms&ab_channel=Kubevious: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=6W2TuBDaaiI&ab_channel=AliSpittel: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302880,8 +314498,8 @@ https://www.youtube.com/watch?v=6W2TuBDaaiI&ab_channel=AliSpittel: v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=6sqGxVI3X1w: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302898,8 +314516,8 @@ https://www.youtube.com/watch?v=6sqGxVI3X1w: v2_locations: - mlops.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=7IFAg782pf8: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -302916,8 +314534,8 @@ https://www.youtube.com/watch?v=7IFAg782pf8: v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=7NmGSnqLd58: + addition_method: manual ai_summary: A hands-on video tutorial showing Maven-based Jenkins builds pushing compilation outputs and binary distributions into local Nexus environments. complexity: Basic @@ -302943,15 +314561,15 @@ https://www.youtube.com/watch?v=7NmGSnqLd58: v2_locations: - registries.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=7ruXlR08JZ0: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779032975.407578 v1_locations: - docs/about.md - addition_method: manual https://www.youtube.com/watch?v=81VnO4puNkg: + addition_method: manual ai_summary: Video guide breaking down the pros, cons, tax differences, and strategic decisions when choosing between full-time employment and freelancing in the software industry. [SPANISH CONTENT] @@ -302978,23 +314596,56 @@ https://www.youtube.com/watch?v=81VnO4puNkg: v2_locations: - freelancing.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=8PxuWdjESfg&list=PLWz5rJ2EKKc-vRD1wCyEuPlkpLJhXhxJd&index=11: + addition_method: automatic + ai_summary: A high-density technical presentation from Google I/O 2026 detailing + upcoming platform features in Android 17. The session explores key performance + optimization strategies, Jetpack Compose tooling breakthroughs, spatial computing + integrations via the Android XR SDK, and the deployment of agentic automation + to streamline user experiences. + category: elearning + complexity: Intermediate + content_hash: 08136ef239b0aa8be0c594e80e0776c74b23e4405e3101e957e68e9c5ce40bb5 + description: Explore what’s new in Android development from Google I/O 2026. Discover + UI breakthroughs with Jetpack Compose, improvements in developer productivity, + and how to unlock additional form factors for your app. + hierarchy: + - Software Development + - Mobile Architecture + - Android Platform + is_microservice: false + language: English + last_checked: 1780352581.79223 + reputation_status: Vetted + reputation_summary: Official technical overview from the Android Developers team + at Google, highly regarded by mobile architects. + resource_type: video + social_preview_url: https://img.youtube.com/vi/8PxuWdjESfg/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: What's new in Android - Google I/O 2026 + year: '2026' https://www.youtube.com/watch?v=8aGhZQkoFbQ: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779031266.851324 needs_ai_refresh: true v1_locations: - docs/javascript.md - addition_method: manual https://www.youtube.com/watch?v=8fgrjBnxqi0&ab_channel=AppSecEngineer: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779029116.724764 v1_locations: - docs/securityascode.md - addition_method: manual https://www.youtube.com/watch?v=8r5LYzUIepo: + addition_method: manual ai_summary: A rich step-by-step video tutorial demonstrating the creation and deployment of API performance tests. Focuses on payload modeling, validation assertions, and interpreting stress test metrics under high-throughput conditions. @@ -303021,8 +314672,8 @@ https://www.youtube.com/watch?v=8r5LYzUIepo: v2_locations: - performance-testing-with-jenkins-and-jmeter.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=93RlMqO4glM&ab_channel=Kubevious: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779030971.529967 @@ -303034,8 +314685,8 @@ https://www.youtube.com/watch?v=93RlMqO4glM&ab_channel=Kubevious: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - addition_method: manual https://www.youtube.com/watch?v=9_6H7Ahsdm4&ab_channel=OpenShift: + addition_method: manual ai_summary: A video presentation exploring KubeInit, its architecture, and practical use cases for bootstrapping cloud-native platforms like OpenShift and Kubernetes on local hardware. Conducted in Spanish with Red Hat experts. [SPANISH CONTENT] @@ -303063,8 +314714,8 @@ https://www.youtube.com/watch?v=9_6H7Ahsdm4&ab_channel=OpenShift: v2_locations: - kubernetes-on-premise.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=9cwjtN3gkD4: + addition_method: manual ai_summary: Introductory video tutorial explaining Helm's packaging abstractions including charts, templates, releases, and repositories. Great entry point for beginners learning declarative deployments. @@ -303092,8 +314743,8 @@ https://www.youtube.com/watch?v=9cwjtN3gkD4: v2_locations: - helm.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=9hDdg_Beui4&ab_channel=Konveyor: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303105,8 +314756,8 @@ https://www.youtube.com/watch?v=9hDdg_Beui4&ab_channel=Konveyor: v1_locations: - docs/kubernetes-backup-migrations.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=9jbR9lZuSU0: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303123,8 +314774,8 @@ https://www.youtube.com/watch?v=9jbR9lZuSU0: v2_locations: - crunchydata.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=9wu-j9gIlBY&list=PLa7VYi0yPIH1MB2n2w8pMZguffCDu2L4Y&index=8&ab_channel=Confluent: + addition_method: manual ai_summary: An educational video series illustrating the programmatic administration of Kafka Connect connectors. Details the layout of the Connect REST API for creating, validating, scaling, and debugging stateful data integrations. @@ -303152,8 +314803,8 @@ https://www.youtube.com/watch?v=9wu-j9gIlBY&list=PLa7VYi0yPIH1MB2n2w8pMZguffCDu2 v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=9wuUXi6Qbis&ab_channel=MichaelBornholdtNielsen: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303170,15 +314821,15 @@ https://www.youtube.com/watch?v=9wuUXi6Qbis&ab_channel=MichaelBornholdtNielsen: v2_locations: - crunchydata.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=AbCTlemwZ1k&ab_channel=JamesQQuick: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779034116.714673 v1_locations: - docs/visual-studio.md - addition_method: manual https://www.youtube.com/watch?v=BF3MhFjvBTU: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303194,8 +314845,8 @@ https://www.youtube.com/watch?v=BF3MhFjvBTU: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=BJufhuPK2DY&ab_channel=Kubermatic: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779030732.545015 @@ -303207,8 +314858,45 @@ https://www.youtube.com/watch?v=BJufhuPK2DY&ab_channel=Kubermatic: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - addition_method: manual +https://www.youtube.com/watch?v=B_8vYxurU4k: + addition_method: automatic + ai_summary: This orientation session provides an essential entry point for developers + looking to contribute to the Kubernetes ecosystem, detailing the organizational + dynamics of Special Interest Groups (SIGs) and the architectural workflow of the + project. It covers the technical mechanics of the Kubernetes contribution pipeline, + including Git workflows, Prow-based automated testing, and the lifecycle of Kubernetes + Enhancement Proposals (KEPs) to ensure high-quality, scalable code contributions. + category: Fundamentals and Documentaries + complexity: Beginner + content_hash: 700d6fb0239b43421e62efbc7eeed5ec2bc293e9e2a5b0572a6bec4544876361 + description: Monthly Kubernetes orientation with a spotlight on the SIG CLI subgroup + and contributing to kubectl ecosystems. + hierarchy: + - Kubernetes + - Contributor Experience + - Open Source + - Mentorship + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352158.263435 + reputation_status: Vetted + reputation_summary: Official CNCF/Kubernetes mentorship resource with active community + usage. + resource_type: video + social_preview_url: https://img.youtube.com/vi/B_8vYxurU4k/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + technology: Kubernetes + title: Kubernetes New Contributor Orientation + year: '2026' https://www.youtube.com/watch?v=BiY3b7F96wc&ab_channel=TheFrontOpsGuy: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303219,8 +314907,8 @@ https://www.youtube.com/watch?v=BiY3b7F96wc&ab_channel=TheFrontOpsGuy: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=BsYYVkophsk: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303237,15 +314925,54 @@ https://www.youtube.com/watch?v=BsYYVkophsk: v2_locations: - jenkins.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=BtgZLw8hYiU&feature=youtu.be: + addition_method: automatic + ai_summary: This architectural discussion addresses the critical vulnerability in + modern IAM frameworks where autonomous AI agents lack stable, verifiable identity + constructs, leading to dangerous dependencies on long-lived API tokens. It explores + how the Model Context Protocol (MCP) is redefining agent-to-agent (A2A) and human-to-agent + authentication, highlighting strategies to mitigate prompt injection and secure + ephemeral credentials in decentralized agentic workflows. Ultimately, it details + how modern enterprise security architectures must adapt to protect billions of + credentials as multi-agent orchestration becomes standard in cloud-native environments. + category: Security and Compliance + complexity: intermediate + content_hash: 1e87b17eb0382015550d8e535cebbec68ce0734e25521250bf168114611493ff + description: Interview with Google Cloud's Anshul Kapoor on agentic video editing, + Gemini-powered multimodal search, and Veo generative tools. + hierarchy: &id005 + - Artificial Intelligence + - Generative AI + - Multimodal Search + - Video Production Integration + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352037.401689 + reputation_status: Vetted + reputation_summary: Highly rated expert interview outlining Google Cloud's strategic + partnership announcements at NAB 2026. + resource_type: video + social_preview_url: https://img.youtube.com/vi/BtgZLw8hYiU/maxresdefault.jpg + source_provenance: X.com (pvergadia) + stars: 4 + status: online + suggested_new_category: '' + tags: &id006 + - '[EMERGING]' + technology: IAM + AI Agents + title: Your AI Agent Has No Identity, Here's Why That's Dangerous + year: '2026' https://www.youtube.com/watch?v=C0E93Uc4h5k&ab_channel=xgeeks: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779029932.441524 v1_locations: - docs/kubernetes-operators-controllers.md - addition_method: manual https://www.youtube.com/watch?v=CB79eTFbR0w&feature=youtu.be&ab_channel=DevOpsToolkit: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303261,8 +314988,8 @@ https://www.youtube.com/watch?v=CB79eTFbR0w&feature=youtu.be&ab_channel=DevOpsTo v2_locations: - kubernetes-tools.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=CJMdSQVFVik: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303278,8 +315005,8 @@ https://www.youtube.com/watch?v=CJMdSQVFVik: v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=CmPK93hg5w8: + addition_method: manual ai_summary: Webinar showing best practices for continuous delivery of multi-tier workloads to Kubernetes using Helm. Explains how to integrate Helm lifecycle hooks into CI/CD loops. @@ -303307,8 +315034,8 @@ https://www.youtube.com/watch?v=CmPK93hg5w8: v2_locations: - helm.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=CoUl9_NWdqQ: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303324,16 +315051,16 @@ https://www.youtube.com/watch?v=CoUl9_NWdqQ: v2_locations: - swagger-code-generator-for-rest-apis.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=D-Q2qXTssLY&feature=youtu.be: + addition_method: manual last_checked: 1779388638.909087 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - terraform.md - addition_method: manual https://www.youtube.com/watch?v=D9w3DH1zAc8: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303349,8 +315076,8 @@ https://www.youtube.com/watch?v=D9w3DH1zAc8: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=DLB9m17aGus: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303366,8 +315093,8 @@ https://www.youtube.com/watch?v=DLB9m17aGus: v2_locations: - openshift.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=DeNflzdjxVM: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303383,8 +315110,45 @@ https://www.youtube.com/watch?v=DeNflzdjxVM: v2_locations: - terraform.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=DjBBV7oZxm8: + addition_method: automatic + ai_summary: This foundational guide demystifies Large Language Models (LLMs) for + system engineers, demonstrating how to pragmatically integrate, prompt, and fine-tune + models using direct APIs and local deployments rather than heavy frameworks. For + cloud-native architects, it provides the essential blueprint for building resource-efficient, + low-latency AI agents and MLOps pipelines that run reliably within containerized + microservice architectures. + category: AI and Future Operations + complexity: Beginner + content_hash: 700d6fb0239b43421e62efbc7eeed5ec2bc293e9e2a5b0572a6bec4544876361 + description: Recorded training session focused on guiding new open-source contributors + through the Kubernetes SIG landscape and local dev environments. + hierarchy: &id003 + - Kubernetes Ecosystem + - CNCF Standards + - Open Source Contribution + - Contributor Workflows + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352138.62202 + reputation_status: Vetted + reputation_summary: Official CNCF/Kubernetes channel training series, highly authoritative + for community contributors. + resource_type: video + social_preview_url: https://img.youtube.com/vi/DjBBV7oZxm8/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: kubernetes-onboarding + tags: &id004 + - GUIDE + technology: LLMs + AI Agents + MLOps + title: A Hacker's Guide to Language Models + year: '2026' https://www.youtube.com/watch?v=E3Xyu29LIwY&ab_channel=CLOUDLEARNHUB: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303400,8 +315164,8 @@ https://www.youtube.com/watch?v=E3Xyu29LIwY&ab_channel=CLOUDLEARNHUB: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=EWFJem7GUAc: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303417,8 +315181,47 @@ https://www.youtube.com/watch?v=EWFJem7GUAc: v2_locations: - jenkins.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=F3al0HP0MNo: + addition_method: automatic + ai_summary: This orientation session provides an architectural overview of the Kubernetes + upstream community, detailing the organizational hierarchy of Special Interest + Groups (SIGs) and Working Groups. It guides new contributors through the technical + contribution pipeline, highlighting Git workflows, Prow-based automation for PR + testing and labeling, and the governance frameworks that sustain the core platform. + Understanding these mechanisms is crucial for cloud-native engineers aiming to + effectively drive features and maintenance within the ecosystem's foundational + orchestrator. + category: Fundamentals and Documentaries + complexity: Beginner + content_hash: 51bd67966fb07a9bad5115b2c6423b6118a1e39832618a692560ccb29c123c48 + description: Official orientation video designed to welcome and guide new contributors + entering the Kubernetes community and SIG architecture. + hierarchy: + - Kubernetes + - Contributor Experience + - Open Source + - Mentorship + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352158.263362 + reputation_status: Vetted + reputation_summary: Official Kubernetes contributor onboarding stream with no negative + community reviews. + resource_type: video + social_preview_url: https://img.youtube.com/vi/F3al0HP0MNo/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + technology: Kubernetes + title: Kubernetes New Contributor Orientation for 2026-02-17 + year: '2026' https://www.youtube.com/watch?v=FBAav6OoJlw: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303434,8 +315237,8 @@ https://www.youtube.com/watch?v=FBAav6OoJlw: v2_locations: - azure.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=FVDHWPxK5nU&ab_channel=CloudQuickPOCs: + addition_method: manual ai_summary: A video guide illustrating the quick setup of AWS EKS cluster metrics tracking using Grafana Cloud. Ideal for engineers seeking a fast SaaS onboarding experience without hosting their own telemetry storage backends. @@ -303464,8 +315267,46 @@ https://www.youtube.com/watch?v=FVDHWPxK5nU&ab_channel=CloudQuickPOCs: v2_locations: - kubernetes-monitoring.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=Frje5KfNrxE: + addition_method: automatic + ai_summary: This onboarding session outlines the governance framework of Kubernetes + Special Interest Groups (SIGs) and the technical workflows required to contribute + to the ecosystem. It provides critical guidance on navigating community repositories, + leveraging automated testing infrastructure (Prow), and adhering to code review + standards essential for scaling cloud-native contributions. + category: Fundamentals and Documentaries + complexity: beginner + content_hash: 50fe2d54bca8a524fecb517a59ae9a8a47722db91970ecf895dad771cfe49296 + description: Official Kubernetes community orientation video recorded on March 17, + 2026, aimed at helping prospective contributors understand community structures + and pathways. + hierarchy: + - Cloud-Native Orgs + - Kubernetes Community + - Onboarding + - Contributor Pathways + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352168.173377 + reputation_status: Vetted + reputation_summary: Official contributor guidance from CNCF / Kubernetes community + teams, ensuring highly reputable and reliable mentoring guidelines. + resource_type: video + social_preview_url: https://img.youtube.com/vi/Frje5KfNrxE/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[COMMUNITY-TOOL]' + technology: Kubernetes + title: Kubernetes New Contributor Orientation + year: '2026' https://www.youtube.com/watch?v=G-baPg3XhBo: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303481,8 +315322,8 @@ https://www.youtube.com/watch?v=G-baPg3XhBo: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=GDOw8ByzMyY&ab_channel=MarcLamberti: + addition_method: manual ai_summary: A concise introductory video training illustrating how to deploy Apache Airflow quickly using standard Helm commands. Walks through default configurations, worker provisioning, and web interface verification. @@ -303510,8 +315351,8 @@ https://www.youtube.com/watch?v=GDOw8ByzMyY&ab_channel=MarcLamberti: v2_locations: - message-queue.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=GL2v81xYuAQ&ab_channel=k6: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303528,8 +315369,8 @@ https://www.youtube.com/watch?v=GL2v81xYuAQ&ab_channel=k6: v2_locations: - prometheus.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=GLtvxY1S3Aw: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303545,23 +315386,23 @@ https://www.youtube.com/watch?v=GLtvxY1S3Aw: v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=GhEZLvc8B70: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779034031.538752 needs_ai_refresh: true v1_locations: - docs/keptn.md - addition_method: manual https://www.youtube.com/watch?v=GiFQNevrxYA: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779030330.692985 v1_locations: - docs/kubernetes-networking.md - addition_method: manual https://www.youtube.com/watch?v=HDDfdZqwM1E&ab_channel=EclipseFoundation: + addition_method: manual ai_summary: Video session detailing the integration of Quarkus with Eclipse JKube to deploy highly optimized, native-compiled Java microservices directly to Kubernetes. complexity: Intermediate @@ -303591,8 +315432,8 @@ https://www.youtube.com/watch?v=HDDfdZqwM1E&ab_channel=EclipseFoundation: - maven-gradle.md - kubernetes-client-libraries.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=HSjm6-ACmWQ&ab_channel=JFrog: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303608,8 +315449,8 @@ https://www.youtube.com/watch?v=HSjm6-ACmWQ&ab_channel=JFrog: v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=HX10WWTRiTY: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303625,8 +315466,8 @@ https://www.youtube.com/watch?v=HX10WWTRiTY: v2_locations: - crunchydata.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=Hc8emNr2igU: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303642,8 +315483,8 @@ https://www.youtube.com/watch?v=Hc8emNr2igU: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=Hg-YsUITnck: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303659,8 +315500,8 @@ https://www.youtube.com/watch?v=Hg-YsUITnck: v2_locations: - azure.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=HinwLb2lpLQ: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303676,8 +315517,8 @@ https://www.youtube.com/watch?v=HinwLb2lpLQ: v2_locations: - aws-networking.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=INv-VCZvM_o: + addition_method: manual ai_summary: DevOps video showcasing integration between Azure Pipelines, Azure Kubernetes Service (AKS), and Helm. Shows how to structure multi-environment releases smoothly. complexity: Intermediate @@ -303704,8 +315545,8 @@ https://www.youtube.com/watch?v=INv-VCZvM_o: v2_locations: - helm.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=IORvnr4u8z8: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303722,8 +315563,8 @@ https://www.youtube.com/watch?v=IORvnr4u8z8: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=IUvUmqu1MBQ: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303739,8 +315580,81 @@ https://www.youtube.com/watch?v=IUvUmqu1MBQ: v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=Icnv1DDAQOg: + addition_method: automatic + ai_summary: A comprehensive Spanish-language video tutorial detailing the implementation + of automated workflows using GitHub Actions. It covers core CI/CD concepts including + events, jobs, steps, environment variables, and reusable marketplace actions. + Demonstrates how to design robust pipelines that run automated testing, build + assets, and manage secure application deployments. [SPANISH CONTENT] + category: cicd-kubernetes-plugins + complexity: Beginner + content_hash: 585412d22f7ac2bda8c75c1c76d62748af29ac34f70fd89ecf85bb9fe3a05575 + description: 'En este vídeo vamos a ver cómo automatizar tareas en tus proyectos + usando GitHub Actions: desde crear tu primer workflow hasta montar un pipeline + de CI/CD para instalar dependencias, ejecutar tests, hacer builds y preparar despliegues. + [SPANISH CONTENT]' + hierarchy: + - DevOps + - CI/CD + - GitHub Actions + - Automation + is_microservice: false + language: Spanish + last_checked: 1780352282.814393 + reputation_status: Vetted + reputation_summary: Highly praised tutorial in the Spanish-speaking community by + Midudev, noted for its clear step-by-step methodology and production-ready examples. + resource_type: video + social_preview_url: https://img.youtube.com/vi/Icnv1DDAQOg/maxresdefault.jpg + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[COMMUNITY-TOOL]' + title: 'GitHub Actions desde CERO: automatiza tus proyectos como un PRO' + year: '2024' +https://www.youtube.com/watch?v=J7R-T9Y1x3Y: + addition_method: automatic + ai_summary: This orientation outlines the governance, SIG (Special Interest Group) + structure, and contribution pipelines crucial for participating in the development + of the Kubernetes ecosystem. It details the technical workflow of submitting contributions, + including navigating the repository layout, adhering to OWNERS files guidelines, + and leveraging Prow-based automated testing. Mastering these processes empowers + cloud native architects in 2026 to successfully upstream optimizations, maintain + enterprise forks, and directly influence upstream API standards. + category: Fundamentals and Documentaries + complexity: Beginner + content_hash: 27c7fb4beadbdf3d6edccd8c2ccc1e4cdff811e933e8dc7bf8a19f4fb5844565 + description: Official Kubernetes New Contributor Orientation session video from + September 16, 2025. + hierarchy: + - Kubernetes + - Community + - Contributor Onboarding + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352414.115643 + reputation_status: Vetted + reputation_summary: Official CNCF session targeting the onboarding of new community + contributors to Kubernetes projects. + resource_type: video + social_preview_url: https://img.youtube.com/vi/J7R-T9Y1x3Y/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: kubernetes-community + tags: + - '[GUIDE]' + technology: Kubernetes + title: Kubernetes New Contributor Orientation + year: '2025' https://www.youtube.com/watch?v=JC_PB1yZcIc: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303756,8 +315670,8 @@ https://www.youtube.com/watch?v=JC_PB1yZcIc: v2_locations: - ocp3.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=Jh-viBv-D04: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303768,8 +315682,8 @@ https://www.youtube.com/watch?v=Jh-viBv-D04: v1_locations: - docs/kubernetes-tools.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=K2CBHLwPL50&ab_channel=SandipDas: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303786,8 +315700,8 @@ https://www.youtube.com/watch?v=K2CBHLwPL50&ab_channel=SandipDas: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=KgH0QzMHXLs: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303804,8 +315718,8 @@ https://www.youtube.com/watch?v=KgH0QzMHXLs: v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=LNfthmZuRDI&ab_channel=CloudBeesTV: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303822,8 +315736,8 @@ https://www.youtube.com/watch?v=LNfthmZuRDI&ab_channel=CloudBeesTV: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=LhB8-sAx3pM&ab_channel=K21Academy: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303840,8 +315754,32 @@ https://www.youtube.com/watch?v=LhB8-sAx3pM&ab_channel=K21Academy: v2_locations: - demos.md year: N/A +https://www.youtube.com/watch?v=MFai008Ze84: addition_method: manual + ai_summary: This deep-dive demonstration presents Grafana AI Observability, a specialized + platform and database designed for monitoring agentic workflows, LLM usage, and + AI Agent ecosystems. It outlines the instrumentation of AI agents using OpenTelemetry + to capture vital performance metrics including execution costs, error rates, time-to-first-token, + and tool latency. The session shows how online evaluations score agent outputs + for helpfulness, safety, and hallucinations, enabling developers to conduct granular + troubleshooting of failed agent runs. For 2026 platform engineers, these capabilities + provide the necessary governance, cost tracking, and behavioral observability + needed to operate production-grade agentic architectures. + category: AI and Future Operations + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 1779033360.0 + stars: 0 + status: online + technology: AI Agents and Observability + title: AI Observability Deep Dive Demo | Grafana Cloud + v1_locations: [] + video_order: 35 + year: 2026 https://www.youtube.com/watch?v=MU5LdM83x9s&ab_channel=KubeSphere: + addition_method: manual ai_summary: Screencast guide focusing on the CI/CD DevOps engine built directly within KubeSphere. Demonstrates writing dynamic pipelines using visual and declarative Jenkinsfiles. @@ -303868,8 +315806,8 @@ https://www.youtube.com/watch?v=MU5LdM83x9s&ab_channel=KubeSphere: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.youtube.com/watch?v=N8P9ZLMA2xY: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303886,8 +315824,8 @@ https://www.youtube.com/watch?v=N8P9ZLMA2xY: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=NgRuap0MmZw&ab_channel=XavkiEn: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303903,8 +315841,8 @@ https://www.youtube.com/watch?v=NgRuap0MmZw&ab_channel=XavkiEn: v2_locations: - ansible.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=OFZYIr66Ku4&ab_channel=cloudgeeksinc: + addition_method: manual ai_summary: Complete orchestration video guide setting up an end-to-end containerized application on AWS EKS using Terraform. Features RDS database attachments, Secrets Manager integrations, and ALB Ingress configurations. @@ -303934,8 +315872,8 @@ https://www.youtube.com/watch?v=OFZYIr66Ku4&ab_channel=cloudgeeksinc: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage: + addition_method: manual ai_summary: A live presentation recording demonstrating hands-on exploitation and defense tactics inside Kubernetes environments. It showcases tools like kube-hunter, kubectl abuse vectors, and configuration defense setups. @@ -303963,8 +315901,8 @@ https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=OQAXQrKhIt0&ab_channel=keptn: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303980,8 +315918,43 @@ https://www.youtube.com/watch?v=OQAXQrKhIt0&ab_channel=keptn: v2_locations: - keptn.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=OQK9XHTiqVw&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=10&pp=iAQB: + addition_method: automatic + ai_summary: A performance-focused guide exploring standard Web UI primitives directly + integrated into modern browser engines. Analyzes native web transition mechanisms, + scroll-driven interactive components, and scoped layout models to facilitate framework-free + frontend styling and rendering optimization. + category: dom + complexity: intermediate + content_hash: 0bae652a17abbb2daa984fd1e7d473f62cd3217770ee66acab2af2e726d48dbb + description: Take a fast-paced tour of the latest UI features landing in browsers + today, with a lens on making beautiful web experiences. From updates to interactive + capabilities like scroll-triggered animations and scoped view transitions, to + the latest in UI components, learn how to build performant interfaces using native + CSS and HTML primitives. + hierarchy: + - Web Development + - Frontend + - User Interface + - CSS and HTML Standards + is_microservice: false + language: en + last_checked: 1780352013.434869 + reputation_status: Vetted + reputation_summary: An excellent technical presentation focusing on standard, dependency-free + web primitives. Gained significant support from frontend development circles. + resource_type: video + social_preview_url: https://img.youtube.com/vi/OQK9XHTiqVw/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: What's new in Web UI + year: '2026' https://www.youtube.com/watch?v=OssIuHbgzJY: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -303998,8 +315971,8 @@ https://www.youtube.com/watch?v=OssIuHbgzJY: v2_locations: - caching.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=PbwQWw7xSOM: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304015,8 +315988,8 @@ https://www.youtube.com/watch?v=PbwQWw7xSOM: v2_locations: - swagger-code-generator-for-rest-apis.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=PjiJsllKZrI&ab_channel=ACloudGuru: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304033,8 +316006,8 @@ https://www.youtube.com/watch?v=PjiJsllKZrI&ab_channel=ACloudGuru: v2_locations: - azure.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=Q6i0LK4vHsU: + addition_method: manual ai_summary: This Verizon enterprise case study details the systematic modernization of legacy web applications into OpenShift-orchestrated container environments. The presentation contrasts the initial monolithic architecture with the target @@ -304066,15 +316039,15 @@ https://www.youtube.com/watch?v=Q6i0LK4vHsU: v2_locations: - faq.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=QbSw8dPhHGM&ab_channel=KatieGamanji: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779032157.93259 v1_locations: - docs/kubernetes-on-premise.md - addition_method: manual https://www.youtube.com/watch?v=QrLwFEXvxbo&ab_channel=HoussemDellai: + addition_method: manual ai_summary: A structured step-by-step video tutorial covering Argo CD installations, git hook linkages, and real-time reconciliation operations for local cloud deployments. complexity: Beginner @@ -304100,16 +316073,95 @@ https://www.youtube.com/watch?v=QrLwFEXvxbo&ab_channel=HoussemDellai: v2_locations: - argo.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=QtXBAz6TU2g&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=4&pp=iAQB: + addition_method: automatic + ai_summary: This session outlines an end-to-end architectural workflow for transitioning + from AI-agentic code generation directly to secure, production-grade deployments + on Google Cloud. It demonstrates how developers can utilize IDE-integrated Gemini + Code Assist agents, Cloud Run, and Cloud Build to build, containerize, and deploy + AI-native applications without leaving their development environments. The presentation + emphasizes securing the agentic software development lifecycle (SDLC) using enterprise-grade + IAM, automated CI/CD, and policy-driven compliance. + category: AI and Future Operations + complexity: advanced + content_hash: 5b2b8924914de1d83bddab4ab9840d952674dd9bce180e252921dfac75a24728 + description: Agentic coding unlocks unprecedented velocity, but speed means nothing + if you hit a deployment wall. Discover how to turn agentic coding into a production + powerhouse. Explore a complete end-to-end lifecycle to securely deploy, scale, + and manage AI-native apps across Google Cloud without leaving your code editor. + hierarchy: + - Artificial Intelligence + - AI Agents + - Workflows + - Cloud Deployment + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352013.434731 + reputation_status: Vetted + reputation_summary: Highly praised presentation detailing Google Cloud's official + tooling and infrastructure blueprints for deploying AI agents in production environments. + resource_type: video + social_preview_url: https://img.youtube.com/vi/QtXBAz6TU2g/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + technology: DevOps + AI Agents + title: Agent-first workflows from prompt to production + year: '2026' https://www.youtube.com/watch?v=S4IrAZ5wT3c&ab_channel=SeaJUG: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779031397.466119 needs_ai_refresh: true v1_locations: - docs/java_frameworks.md - addition_method: manual +https://www.youtube.com/watch?v=SSe1VmVrtw0&feature=youtu.be: + addition_method: automatic + ai_summary: This presentation outlines Google's latest end-to-end AI stack from + Google I/O 2026, focusing on deployment strategies for multimodal models, media + generation, and intelligent agents. It details how to leverage Google's managed + infrastructure and MLOps tools to tune, serve, and scale open-source models in + cloud-native environments. Additionally, it introduces new 'vibe-coding' workflows + and agentic capabilities designed to streamline next-generation AI application + development. + category: AI and Future Operations + complexity: Intermediate + content_hash: e770e12dbca35b53f8d9324eee2a1efdf3abdd57d1b8a2689299f329eb7a2769 + description: Explore Google's end-to-end AI stack, covering multimodal capabilities, + media generation, and agentic workflows. + hierarchy: + - AI + - Infrastructure + - Google Cloud AI + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352720.351855 + reputation_status: Vetted + reputation_summary: Official Google developer video covering end-to-end AI platform + updates. + resource_type: video + social_preview_url: https://img.youtube.com/vi/SSe1VmVrtw0/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + - DE FACTO STANDARD + - EMERGING + technology: MLOps + AI Agents + title: What's new in Google AI + year: '2026' https://www.youtube.com/watch?v=SZM49lGovTg: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304125,8 +316177,8 @@ https://www.youtube.com/watch?v=SZM49lGovTg: v2_locations: - azure.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=ShTC1u7_jew&ab_channel=DevOpsHint: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304143,8 +316195,8 @@ https://www.youtube.com/watch?v=ShTC1u7_jew&ab_channel=DevOpsHint: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=SyRZe5YVCVk: + addition_method: manual ai_summary: A video walk-through of the External Secrets Operator (ESO). Explains how to orchestrate automated synchronization between external secrets engines and native Kubernetes workflows. @@ -304172,8 +316224,8 @@ https://www.youtube.com/watch?v=SyRZe5YVCVk: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=TPXwVmvzlV4&ab_channel=TheFrontOpsGuy: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304184,8 +316236,44 @@ https://www.youtube.com/watch?v=TPXwVmvzlV4&ab_channel=TheFrontOpsGuy: v1_locations: - docs/kubernetes.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=TkN2i-_4N4g&feature=youtu.be: + addition_method: automatic + ai_summary: An exhaustive, 8.5-hour hands-on Python engineering guide structured + for rapid developer onboarding in modern application environments. The syllabus + advances logically from foundational syntax and core data structures to advanced + topics, including RESTful API consumption (OpenAI and DeepSeek integrations), + robust regex parsing, and modern automated web scraping with Playwright. Ideal + for systems engineers and DevOps practitioners looking to master automated scripting + and orchestration logic. [SPANISH CONTENT] + category: python + complexity: beginner + content_hash: 7a3fe2990149750b26c06e9d5a581b9b0882f30a371a09a3574da992edf1fe08 + description: Curso completo y práctico de Python desde cero para principiantes por + midudev, que abarca desde la sintaxis básica y estructuras de datos hasta temas + avanzados como web scraping, APIs y automatización con Playwright. + hierarchy: + - Programming + - Python + - Hands-on Coding + is_microservice: false + language: es + last_checked: 1780352561.468422 + reputation_status: Vetted + reputation_summary: Highly acclaimed full Python programming course by Víctor de + Andrés (midudev), trusted by the global Spanish developer community with millions + of views. + resource_type: video + social_preview_url: https://img.youtube.com/vi/TkN2i-_4N4g/maxresdefault.jpg + source_provenance: X.com (midudev) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Curso COMPLETO de Python DESDE CERO para Principiantes 2025 + year: '2025' https://www.youtube.com/watch?v=UmbjwSK9b3I: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304202,8 +316290,8 @@ https://www.youtube.com/watch?v=UmbjwSK9b3I: v2_locations: - customer.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=UxZiDZsQoZI&ab_channel=TinyStacks: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304219,8 +316307,48 @@ https://www.youtube.com/watch?v=UxZiDZsQoZI&ab_channel=TinyStacks: v2_locations: - api.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=V3Sq0Fgy3ds: + addition_method: automatic + ai_summary: This orientation session provides a comprehensive guide for aspiring + Kubernetes contributors, detailing the community's organizational structure across + Special Interest Groups (SIGs) and Working Groups. It covers essential technical + workflows, including GitHub PR submission pipelines, Prow-based automation testing, + and the critical role of OWNERS files in codebase governance, establishing a clear + pathway for developers to participate in cloud-native open-source development. + category: Fundamentals and Documentaries + complexity: Beginner + content_hash: f7c8a7a52e509fcae9cac2f1d9c7d6109f52296b9c9f312b6f01f4af25d63905 + description: Kubernetes New Contributor Orientation video detailing the project's + governance structure, Special Interest Groups (SIGs), developer workflows, and + technical contribution paths. + hierarchy: + - Cloud Native + - Kubernetes + - Open Source + - Contributor Onboarding + is_enriched: true + is_featured_video: true + is_microservice: false + language: English + last_checked: 1780352282.814324 + reputation_status: Vetted + reputation_summary: Official Kubernetes contributor onboarding session from the + CNCF community, trusted by new developers seeking org membership and technical + pathway guidance. + resource_type: video + social_preview_url: https://img.youtube.com/vi/V3Sq0Fgy3ds/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + - '[COMMUNITY-TOOL]' + technology: Kubernetes + title: Kubernetes New Contributor Orientation + year: '2025' https://www.youtube.com/watch?v=VYRdirdjOAg: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779030865.587822 @@ -304232,8 +316360,8 @@ https://www.youtube.com/watch?v=VYRdirdjOAg: - docs/keptn.md v2_locations: - keptn.md - addition_method: manual https://www.youtube.com/watch?v=VicH6KojwCI: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304249,8 +316377,8 @@ https://www.youtube.com/watch?v=VicH6KojwCI: v2_locations: - kubernetes-networking.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=W_PmtDm4IXk&ab_channel=RobertdeBock: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304266,8 +316394,8 @@ https://www.youtube.com/watch?v=W_PmtDm4IXk&ab_channel=RobertdeBock: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=W_rcYPZkhFg&ab_channel=RedHat: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304283,8 +316411,8 @@ https://www.youtube.com/watch?v=W_rcYPZkhFg&ab_channel=RedHat: v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=WkLBrHW4NhQ: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304300,8 +316428,8 @@ https://www.youtube.com/watch?v=WkLBrHW4NhQ: v2_locations: - networking.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=WnQK6-puXSM: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304312,8 +316440,8 @@ https://www.youtube.com/watch?v=WnQK6-puXSM: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=X4vuktlK0Tg: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304330,8 +316458,79 @@ https://www.youtube.com/watch?v=X4vuktlK0Tg: v2_locations: - crunchydata.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=X9n5EYoWdNk&feature=youtu.be: + addition_method: automatic + ai_summary: This masterclass video explains the 'Agent Skills' paradigm, which defines + step-by-step procedures for AI models using modular, markdown-based schemas. It + introduces the progressive disclosure pattern, enabling LLMs to initially process + only name and description metadata to save token costs, subsequently loading the + full skill specifications (up to 5,000 tokens) on demand. The video demonstrates + execution harnesses across custom Python wrappers and VS Code Copilot interfaces. + category: ai-agents-mcp + complexity: Advanced + content_hash: dee9dd9bfbc7019ef9bf67225176765505add2e0cc406b224c79eeed750b6b98 + description: A detailed video session explaining modular AI skills, the progressive + disclosure pattern, and Model Context Protocol integrations. + hierarchy: + - Cloud Training + - Artificial Intelligence + - Agentic Systems + - Agent Skills Specification + is_microservice: false + language: en + last_checked: 1780352571.556386 + reputation_status: Vetted + reputation_summary: Created by John Savill, globally recognized Microsoft Azure + expert and highly reputable technical educator. + resource_type: Video + social_preview_url: https://img.youtube.com/vi/X9n5EYoWdNk/maxresdefault.jpg + source_provenance: X.com (NTFAQGuy) + stars: 4 + status: online + suggested_new_category: agentic-skills + tags: + - '[GUIDE]' + - '[EMERGING]' + title: Understanding and Using AI Skills + year: '2026' +https://www.youtube.com/watch?v=XAOqUU5Xh1c: + addition_method: automatic + ai_summary: This session details the technical governance, repository structure, + and automated testing workflows required for contributing to the Kubernetes ecosystem. + It covers the SIG (Special Interest Group) organizational framework, the Prow-driven + automation pipeline for pull requests, and the mechanics of OWNERS files, enabling + contributors to effectively navigate the code review and release processes critical + to maintaining cloud-native infrastructure. + category: Fundamentals and Documentaries + complexity: Beginner + content_hash: 2d7d5695c19262a6517e9819e7ce0acdd020daf7d49b87f9d68b24767b22c20a + description: Official Kubernetes New Contributor Orientation session video from + August 18, 2025. + hierarchy: + - Kubernetes + - Community + - Contributor Onboarding + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352414.115597 + reputation_status: Vetted + reputation_summary: Verified as an official Kubernetes community onboarding session; + highly trusted within the open-source cloud ecosystem. + resource_type: video + social_preview_url: https://img.youtube.com/vi/XAOqUU5Xh1c/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: kubernetes-community + tags: + - '[GUIDE]' + technology: Kubernetes + title: Kubernetes New Contributor Orientation + year: '2025' https://www.youtube.com/watch?v=Za36qHbrf3g: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304347,8 +316546,8 @@ https://www.youtube.com/watch?v=Za36qHbrf3g: v2_locations: - container-managers.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=Zeqc6--0eQw&ab_channel=CloudBeesTV: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304364,8 +316563,8 @@ https://www.youtube.com/watch?v=Zeqc6--0eQw&ab_channel=CloudBeesTV: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=ZkFIozGY0IA: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304382,8 +316581,8 @@ https://www.youtube.com/watch?v=ZkFIozGY0IA: v2_locations: - openshift.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=Zztufl4mFQ4&feature=youtu.be: + addition_method: manual ai_summary: A video introduction detailing GKE Autopilot operations and setup tasks. Explains how autopilot takes over day-two operational scaling and outlines fundamental node architecture abstractions. @@ -304404,8 +316603,8 @@ https://www.youtube.com/watch?v=Zztufl4mFQ4&feature=youtu.be: v2_locations: - managed-kubernetes-in-public-cloud.md year: '2021' - addition_method: manual https://www.youtube.com/watch?v=_W2qZvQT6XY: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304421,8 +316620,8 @@ https://www.youtube.com/watch?v=_W2qZvQT6XY: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=_cT-kkvw3NQ: + addition_method: manual ai_summary: Video guide demonstrating how to spin up a SonarQube server inside Minikube, configured for localized developer playground environments. complexity: Beginner @@ -304449,8 +316648,8 @@ https://www.youtube.com/watch?v=_cT-kkvw3NQ: v2_locations: - sonarqube.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=_nknHwTKlh8: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304467,8 +316666,8 @@ https://www.youtube.com/watch?v=_nknHwTKlh8: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=_nl-45ulj1s: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304484,8 +316683,8 @@ https://www.youtube.com/watch?v=_nl-45ulj1s: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=_r-C_FFDLmU&ab_channel=Thetips4you: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304502,8 +316701,8 @@ https://www.youtube.com/watch?v=_r-C_FFDLmU&ab_channel=Thetips4you: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=_w6TwnLCFwA&ab_channel=ContinuousDelivery: + addition_method: manual ai_summary: A high-impact video by continuous delivery expert Dave Farley arguing why Git Flow acts as an anti-pattern for modern software delivery. He contrasts multi-branch isolation with the rapid feedback, safety, and velocity realized @@ -304531,8 +316730,44 @@ https://www.youtube.com/watch?v=_w6TwnLCFwA&ab_channel=ContinuousDelivery: v2_locations: - git.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=a-yuXz_uV30&feature=youtu.be: + addition_method: automatic + ai_summary: An intensive, high-density study cram video by Azure expert John Savill, + fully updated for the AI-901 Azure AI Fundamentals certification. Moving beyond + the retired AI-900 syllabus, this guide provides structured breakdowns of agentic + AI workloads, responsible AI principles, semantic search, and hands-on integration + using the Azure AI Foundry SDK. It serves as an exceptional guide for engineers + and cloud architects looking to master Microsoft's latest standard for foundational + generative AI and modern cloud cognitive services. + category: azure + complexity: Intermediate + content_hash: aa06bd81d60e7cb6f64c25803503aaa354e24101d5d856b1539587ecf2114c51 + description: Comprehensive visual crash course covering modern cognitive services, + Azure AI Foundry, and generative AI workloads. + hierarchy: + - Cloud Architecture + - Azure + - Artificial Intelligence + - AI-901 Certification + is_microservice: false + language: en + last_checked: 1780352148.49393 + reputation_status: Vetted + reputation_summary: Authoritative study cram from a highly respected and vetted + Azure cloud instructor. + resource_type: Video + social_preview_url: https://img.youtube.com/vi/a-yuXz_uV30/maxresdefault.jpg + source_provenance: X.com (NTFAQGuy) + stars: 4 + status: online + suggested_new_category: azure-certifications + tags: + - GUIDE + - ENTERPRISE-STABLE + title: AI-901 Microsoft Azure AI Fundamentals Study Cram + year: '2026' https://www.youtube.com/watch?v=aU-EtdEOdlM: + addition_method: manual ai_summary: A highly educational video walkthrough explaining various Kubernetes deployment strategies including Rolling Updates, Recreate, Canary, and Blue-Green. Highly recommended for conceptual learning and technical interviews preparation. @@ -304560,8 +316795,40 @@ https://www.youtube.com/watch?v=aU-EtdEOdlM: v2_locations: - cicd.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=aqmpZocmR8o&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3&pp=iAQB: + addition_method: automatic + ai_summary: The Google I/O 2024 Developer Keynote details key advancements in building + agentic workflows using Firebase Genkit and Gemini 1.5 Pro, establishing modern + paradigms for orchestrating AI agents in cloud-native architectures. It also introduces + client-side rendering breakthroughs with Flutter's Impeller engine ('Antigravity') + and highlights decentralized edge computing via built-in Gemini Nano integration + across Chrome and Android platforms. + category: AI and Future Operations + complexity: Beginner + content_hash: 9b85eea28ea65d4a9f93a13516e3cb3a638a7dcf253965882f214c016436aefe + description: Recorded training session focused on guiding new open-source contributors + through the Kubernetes SIG landscape and local dev environments. + hierarchy: *id003 + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352138.622092 + reputation_status: Vetted + reputation_summary: Official CNCF/Kubernetes channel training series, highly authoritative + for community contributors. + resource_type: video + social_preview_url: https://img.youtube.com/vi/aqmpZocmR8o/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: kubernetes-onboarding + tags: *id004 + technology: Firebase Genkit + Gemini AI Agents + title: Developer Keynote (Google I/O '24) + year: '2026' https://www.youtube.com/watch?v=b0D_bkcT4a4&ab_channel=SoftwareDiagnosticsCenter: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779033339.705135 @@ -304573,8 +316840,8 @@ https://www.youtube.com/watch?v=b0D_bkcT4a4&ab_channel=SoftwareDiagnosticsCenter - docs/api.md v2_locations: - api.md - addition_method: manual https://www.youtube.com/watch?v=bB57HKeOvmw&feature=youtu.be: + addition_method: manual content_hash: a70817f5a901913fb89d001d595ed7aba2d9732412e85f4f9bc8a1f049eb4f87 health_score: 100.0 last_checked: 1779130495.02319 @@ -304586,8 +316853,48 @@ https://www.youtube.com/watch?v=bB57HKeOvmw&feature=youtu.be: - docs/nosql.md v2_locations: - nosql.md - addition_method: manual +https://www.youtube.com/watch?v=bH2nP-aCFjk&feature=youtu.be: + addition_method: automatic + ai_summary: This episode details the architectural evolution of OpenAI's image generation + capabilities to Images 2.0, focusing on the shift from single-turn prompting to + multi-modal 'creative agents' integrated with code execution engines like Codex. + It addresses the MLOps and infrastructure challenges of scaling real-time generative + pipelines to 1.5 billion weekly requests while maintaining strict character consistency + and prompt alignment. For 2026 Cloud Native topologies, this highlights the necessity + of building low-latency, event-driven agent orchestration layers that seamlessly + bind generative media models with stateful transactional systems. + category: AI and Future Operations + complexity: intermediate + content_hash: fa058db7974b540fc142a2e9cb08759a70339274532acba94fa47e74998fa5d4 + description: Product lead Adele Li and researcher Kenji Hata share some of the new + use cases and trends since the launch of Images 2.0, exploring advanced capabilities + like text rendering, multilingual support, and character consistency. + hierarchy: &id007 + - Artificial Intelligence + - Generative AI + - Image Generation + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352272.993983 + reputation_status: Vetted + reputation_summary: Highly vetted. Official OpenAI media channel discussing stable + and emerging image generation models with significant community engagement. + resource_type: video + social_preview_url: https://img.youtube.com/vi/bH2nP-aCFjk/maxresdefault.jpg + source_provenance: X.com (OpenAI) + stars: 4 + status: online + suggested_new_category: '' + tags: &id008 + - EMERGING + - GUIDE + technology: MLOps + AI Agents + title: Inside image generation’s Renaissance moment — the OpenAI Podcast Ep. 19 + year: '2026' https://www.youtube.com/watch?v=buzusNljpy4&feature=youtu.be: + addition_method: manual content_hash: 5909f155c02786a06db481459be6bfc65897cd4f262d571a7ae48e53dad6c243 health_score: 100.0 last_checked: 1779130494.93803 @@ -304599,15 +316906,84 @@ https://www.youtube.com/watch?v=buzusNljpy4&feature=youtu.be: - docs/aws-backup.md v2_locations: - aws-backup.md - addition_method: manual https://www.youtube.com/watch?v=c5t1y9V8HWc: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779030462.629063 v1_locations: - docs/kubernetes-autoscaling.md - addition_method: manual +https://www.youtube.com/watch?v=cBS2bHhw0Pg&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3: + addition_method: automatic + ai_summary: Google I/O 2026 session highlighting major advancements in web capabilities, + developer tooling, and client-side AI processing. It covers the rollout of the + native on-device Prompt and Summarizer APIs, performance debugging updates, and + the introduction of WebMCP to securely link AI agents with the browser environment. + Offers critical architectural guidance for developers building modern, responsive, + and agent-aware web applications. + category: hr + complexity: Intermediate + content_hash: 48bd4b5fa3c8d57bb3f2bcc5c0c92116c05fcd5f3fbc4651b2a8137f1d08fad5 + description: Discover the cutting edge of web development and learn where Chrome + is taking the browser in 2026. Explore new capabilities that make the web more + capable, reliable, and intelligent. + hierarchy: + - Web Development + - Browsers + - Chrome + - Google I/O 2026 + is_microservice: false + language: English + last_checked: 1780352282.814282 + reputation_status: Vetted + reputation_summary: Well received by the web development community as an authoritative + annual overview of Google Chrome's newest features and browser development trends. + resource_type: video + social_preview_url: https://img.youtube.com/vi/cBS2bHhw0Pg/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[DE FACTO STANDARD]' + - '[EMERGING]' + title: What is new in Chrome (Google I/O 2026) + year: '2026' +https://www.youtube.com/watch?v=cBS2bHhw0Pg&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3&pp=iAQB: + addition_method: automatic + ai_summary: An architectural overview of modern browser development and Chrome capabilities + in 2026. Focuses on built-in client-side AI modules, modern WebAssembly execution + speeds, and new debugging protocols in Chrome DevTools. Essential for frontend + architects aligning their stacks with native web specifications. + category: hr + complexity: intermediate + content_hash: 48bd4b5fa3c8d57bb3f2bcc5c0c92116c05fcd5f3fbc4651b2a8137f1d08fad5 + description: Discover the cutting edge of web development and learn where Chrome + is taking the browser in 2026. Explore new capabilities that make the web more + capable, reliable, and intelligent. + hierarchy: + - Web Development + - Browsers + - Chrome + - Developer Tools + is_microservice: false + language: en + last_checked: 1780352013.434706 + reputation_status: Vetted + reputation_summary: Official Google I/O session video with strong developer community + trust and direct engineering insights [1.1.1]. + resource_type: video + social_preview_url: https://img.youtube.com/vi/cBS2bHhw0Pg/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: What's new in Chrome + year: '2026' https://www.youtube.com/watch?v=cZ1S2Gp47ng: + addition_method: manual ai_summary: Advanced video deep-dive exploring Helm's Go-templating mechanisms, advanced parameter isolation, and complex dependency structures in enterprise pipeline environments. @@ -304635,16 +317011,16 @@ https://www.youtube.com/watch?v=cZ1S2Gp47ng: v2_locations: - helm.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=cdZZpaB2kDM: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779034212.048622 needs_ai_refresh: true v1_locations: - docs/about.md - addition_method: manual https://www.youtube.com/watch?v=cj_LoG6C2xk&list=PLR3sVanzLpJN6BiYS20K4BMPpiDGifbZy: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304660,8 +317036,8 @@ https://www.youtube.com/watch?v=cj_LoG6C2xk&list=PLR3sVanzLpJN6BiYS20K4BMPpiDGif v2_locations: - aws-miscellaneous.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=eFxFtUpAT9s: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304677,8 +317053,8 @@ https://www.youtube.com/watch?v=eFxFtUpAT9s: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=eMOzF_xAm7w: + addition_method: manual ai_summary: Screencast guiding developers through setting up a declarative Jenkins pipeline that automatically packages and deploys microservices to Kubernetes using Helm. @@ -304706,8 +317082,8 @@ https://www.youtube.com/watch?v=eMOzF_xAm7w: v2_locations: - helm.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=efiMiaFjtn8&feature=youtu.be: + addition_method: manual content_hash: 4ded45c0758cc27b1e32f40d68f923b2f8e83dbc00b4d3f41b1369c3511ec0ab health_score: 100.0 last_checked: 1779130494.937819 @@ -304719,8 +317095,8 @@ https://www.youtube.com/watch?v=efiMiaFjtn8&feature=youtu.be: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://www.youtube.com/watch?v=esIZS7PVrvs&ab_channel=Konveyor: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304736,15 +317112,15 @@ https://www.youtube.com/watch?v=esIZS7PVrvs&ab_channel=Konveyor: v2_locations: - kubernetes-backup-migrations.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=exsv-RUrUFY&ab_channel=yCrash: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779034038.32646 v1_locations: - docs/chaos-engineering.md - addition_method: manual https://www.youtube.com/watch?v=fZfd4orrn8Y&ab_channel=RawkodeAcademy: + addition_method: manual ai_summary: A video introduction to the Sigstore cryptographic signing toolchain. Showcases practical live demonstrations on generating root keys, deploying automated cosign signing loops, and executing registry-level signature validations. @@ -304771,8 +317147,8 @@ https://www.youtube.com/watch?v=fZfd4orrn8Y&ab_channel=RawkodeAcademy: v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=gaXlrlz7GVc: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304788,8 +317164,8 @@ https://www.youtube.com/watch?v=gaXlrlz7GVc: v2_locations: - crunchydata.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=gjtXTm_TvvE&list=PLe6EXFvnTV78WqGmGSq8JPnafR3lAa55n: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304800,16 +317176,53 @@ https://www.youtube.com/watch?v=gjtXTm_TvvE&list=PLe6EXFvnTV78WqGmGSq8JPnafR3lAa v1_locations: - docs/git.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=gkcZEXqkmZM: + addition_method: automatic + ai_summary: This onboarding guide details the governance, contribution lifecycle, + and development workflows of the Kubernetes ecosystem, highlighting the role of + Special Interest Groups (SIGs) and the Prow-based CI/CD automation pipeline. It + offers essential technical instruction for configuring local development environments, + interacting with community repositories, and adhering to testing standards required + for upstream cloud-native contributions. + category: Fundamentals and Documentaries + complexity: Beginner + content_hash: 50fe2d54bca8a524fecb517a59ae9a8a47722db91970ecf895dad771cfe49296 + description: Welcome and structural overview of the Kubernetes open source ecosystem, + guiding new contributors on repository engagement. + hierarchy: + - Kubernetes + - Contributor Experience + - Open Source + - Mentorship + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352158.263411 + reputation_status: Vetted + reputation_summary: Official monthly new contributor meeting with high reliability + and zero community complaints. + resource_type: video + social_preview_url: https://img.youtube.com/vi/gkcZEXqkmZM/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + technology: Kubernetes + title: Kubernetes New Contributor Orientation for 2026-03-17 + year: '2026' https://www.youtube.com/watch?v=h4DM-Wa0aDQ&ab_channel=XPDaysUkraine: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779033675.656817 needs_ai_refresh: true v1_locations: - docs/git.md - addition_method: manual https://www.youtube.com/watch?v=hbMVGEw0HpE&ab_channel=CloudBeesTV: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304825,15 +317238,15 @@ https://www.youtube.com/watch?v=hbMVGEw0HpE&ab_channel=CloudBeesTV: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=iADfzLI3qDI: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779030952.290105 v1_locations: - docs/kubernetes.md - addition_method: manual https://www.youtube.com/watch?v=iE9Qb8dHqWI: + addition_method: manual ai_summary: 'Curator Insight: Video-based architectural guide detailing RBAC implementation. Live Grounding: Demonstrates step-by-step role construction, user mocking, and binding validation on active local clusters.' @@ -304860,8 +317273,8 @@ https://www.youtube.com/watch?v=iE9Qb8dHqWI: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=iLgEK6A31HM: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304878,8 +317291,8 @@ https://www.youtube.com/watch?v=iLgEK6A31HM: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=iRaai1IBlB0: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779032346.482148 @@ -304891,8 +317304,8 @@ https://www.youtube.com/watch?v=iRaai1IBlB0: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.youtube.com/watch?v=iVyKvopGnrQ: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779033398.537096 @@ -304904,8 +317317,8 @@ https://www.youtube.com/watch?v=iVyKvopGnrQ: - docs/terraform.md v2_locations: - terraform.md - addition_method: manual https://www.youtube.com/watch?v=iddMXjmr7mk&ab_channel=BribeByBytes: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779031528.761635 @@ -304917,8 +317330,8 @@ https://www.youtube.com/watch?v=iddMXjmr7mk&ab_channel=BribeByBytes: - docs/jenkins.md v2_locations: - jenkins.md - addition_method: manual https://www.youtube.com/watch?v=igwFpZOUTnw: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304934,8 +317347,8 @@ https://www.youtube.com/watch?v=igwFpZOUTnw: v2_locations: - tekton.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=ihHr-iLfEGo: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304946,8 +317359,8 @@ https://www.youtube.com/watch?v=ihHr-iLfEGo: v1_locations: - docs/jenkins-alternatives.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=io_yBU7vhIo: + addition_method: manual ai_summary: A video guide evaluating rapid deployment processes. Demonstrates using Azure Draft to generate necessary Dockerfiles and manifest definitions directly from code to build functional CI/CD loops with minimal overhead. @@ -304974,8 +317387,8 @@ https://www.youtube.com/watch?v=io_yBU7vhIo: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=iqpLXUdJ0Ro&ab_channel=Thetips4you: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -304992,8 +317405,45 @@ https://www.youtube.com/watch?v=iqpLXUdJ0Ro&ab_channel=Thetips4you: v2_locations: - grafana.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=iyc69njNYOw&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=9&pp=iAQB: + addition_method: automatic + ai_summary: This session outlines the latest developer tool advancements in Android + Studio, highlighting Gemini AI integrations that accelerate mobile development + workflows across modern Android APIs. It showcases how cloud-connected AI capabilities + and intelligent tooling enhance developer velocity, which is critical for scaling + cloud-native mobile applications and modern CI/CD pipelines. + category: AI and Future Operations + complexity: intermediate + content_hash: fd5dbed6eb30b3f1601225a97ea9547c2a42e3c4d9a05e8fef847d4d68075d11 + description: Discover what's new in Android Studio. Explore demos and features designed + to accelerate your workflow across Android APIs, and get a firsthand look at the + latest Gemini capabilities for Android app development. + hierarchy: + - Mobile Development + - Android Studio + - IDE + - Developer Tooling + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352013.434835 + reputation_status: Vetted + reputation_summary: Highly anticipated update for Android Studio. Celebrated by + mobile engineering teams for drastically improving build times and tooling diagnostics. + resource_type: video + social_preview_url: https://img.youtube.com/vi/iyc69njNYOw/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: android-development + tags: + - '[GUIDE]' + technology: Android + Gemini AI + title: What's new in Android development tools + year: '2026' https://www.youtube.com/watch?v=j1lH3vOhucw: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305005,8 +317455,8 @@ https://www.youtube.com/watch?v=j1lH3vOhucw: - docs/demos.md - docs/maven-gradle.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=jBDmX85IjLM&ab_channel=RedHatDeveloper: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305022,8 +317472,8 @@ https://www.youtube.com/watch?v=jBDmX85IjLM&ab_channel=RedHatDeveloper: v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=jgW4r9FxItI&ab_channel=DevOpsToolkitbyViktorFarcic: + addition_method: manual ai_summary: An analytical video comparing SRE and DevOps methodologies. The presentation details structural overlaps, detailing SRE as a concrete class implementing the abstract interface of DevOps, emphasizing automated tooling, error budget tracking, @@ -305051,8 +317501,8 @@ https://www.youtube.com/watch?v=jgW4r9FxItI&ab_channel=DevOpsToolkitbyViktorFarc v2_locations: - sre.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=js-rq7SvPpE&ab_channel=DevOpsToolkit: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305068,8 +317518,8 @@ https://www.youtube.com/watch?v=js-rq7SvPpE&ab_channel=DevOpsToolkit: v2_locations: - devops.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=kBBBhpKIv9I: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305085,8 +317535,8 @@ https://www.youtube.com/watch?v=kBBBhpKIv9I: v2_locations: - developerportals.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=kQJxGtsqphk: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305102,24 +317552,60 @@ https://www.youtube.com/watch?v=kQJxGtsqphk: v2_locations: - ocp4.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=knyJt8d6C_8&ab_channel=TheFrontOpsGuy: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779029151.874437 needs_ai_refresh: true v1_locations: - docs/kubernetes.md - addition_method: manual +https://www.youtube.com/watch?v=l2HpdgRFtN0: + addition_method: automatic + ai_summary: This onboarding session guides developers through the foundational governance, + structure, and technical workflows required to contribute to the Kubernetes ecosystem. + It details the organizational architecture of Special Interest Groups (SIGs) and + demystifies the GitHub-based development flow, highlighting automated CI/CD tooling + like Prow for PR testing and triage. It provides a strategic entry point for engineers + looking to influence and maintain core cloud-native orchestration systems. + category: Fundamentals and Documentaries + complexity: Beginner + content_hash: d3f12b739762f6f046a598524dc75a1eec7548eb7bb50c9a5561861e97d9d3b1 + description: Kubernetes New Contributor Orientation for 2025-07-15 + hierarchy: + - Container Orchestration + - Kubernetes Ecosystem + - Community and Contribution + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352292.588421 + reputation_status: Vetted + reputation_summary: Official and trusted community orientation from the Kubernetes + Project (CNCF) for new upstream contributors. + resource_type: video + social_preview_url: https://img.youtube.com/vi/l2HpdgRFtN0/maxresdefault.jpg + source_provenance: X.com (kubernetesio) + stars: 4 + status: online + suggested_new_category: '' + tags: + - GUIDE + - ENTERPRISE-STABLE + technology: Kubernetes + title: Kubernetes New Contributor Orientation + year: '2025' https://www.youtube.com/watch?v=lgyO9C9zdrg&feature=youtu.be: + addition_method: manual content_hash: 97a16d1958447fc2f66b929b249bce194b272d8b42da9a7ffb3b9f66a7186d6d health_score: 100.0 last_checked: 1779130494.949853 needs_ai_refresh: true v1_locations: - docs/java_frameworks.md - addition_method: manual https://www.youtube.com/watch?v=mRCz6Jl0Ds8&feature=youtu.be: + addition_method: manual content_hash: 6d694b9fe33614fe9d56fae79fe145555ee05e4b6fec2ee9519ecdbf6d0630d1 health_score: 100.0 last_checked: 1779130494.935602 @@ -305131,8 +317617,8 @@ https://www.youtube.com/watch?v=mRCz6Jl0Ds8&feature=youtu.be: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.youtube.com/watch?v=mbeQWBNaNKQ&ab_channel=CloudBeesTV: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305148,8 +317634,8 @@ https://www.youtube.com/watch?v=mbeQWBNaNKQ&ab_channel=CloudBeesTV: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=mc20VwxYaGE&ab_channel=CLOUDLEARNHUB: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779034217.906888 @@ -305161,8 +317647,8 @@ https://www.youtube.com/watch?v=mc20VwxYaGE&ab_channel=CLOUDLEARNHUB: - docs/ansible.md v2_locations: - ansible.md - addition_method: manual https://www.youtube.com/watch?v=nXXPOS8gjtA: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305178,8 +317664,8 @@ https://www.youtube.com/watch?v=nXXPOS8gjtA: v2_locations: - java_frameworks.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=oZOZiL6XIfA&feature=emb_title: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305191,8 +317677,8 @@ https://www.youtube.com/watch?v=oZOZiL6XIfA&feature=emb_title: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=pJFZ5h9fT5o&ab_channel=InfraXpertzz: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305204,15 +317690,81 @@ https://www.youtube.com/watch?v=pJFZ5h9fT5o&ab_channel=InfraXpertzz: v1_locations: - docs/ansible.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=pMfG-vYvnv8&feature=youtu.be: + addition_method: automatic + ai_summary: This technical weekly update by John Savill covers critical Azure platform + updates, including automatic instrumentation of Azure Kubernetes Service (AKS) + with Application Insights, Cosmos DB's native LangChain and LangGraph integrations, + and the release of Azure Linux 4.0. Savill breaks down the performance and architecture + impacts of new TLS certificate management in Azure Functions Flex Consumption, + Azure Storage Actions mock execution paths, and enhanced NSG/UDR limits. + category: azure + complexity: intermediate + content_hash: 5291bc0b5a0ebfec75577ac26027594401dcc97d4f71f3740e8b1b1cb07e54a9 + description: John Savill's weekly technical overview of new Azure updates, featuring + AKS AppInsight auto-instrumentation, Azure Linux 4.0, Cosmos DB LangChain integration, + and more. + hierarchy: + - Public Cloud + - Azure + - Platform Updates + - Weekly Digest + is_microservice: false + language: en + last_checked: 1780352454.119894 + reputation_status: Vetted + reputation_summary: John Savill's Technical Training is highly respected across + the cloud ecosystem for authoritative, accurate, and comprehensive Azure updates. + resource_type: video + social_preview_url: https://img.youtube.com/vi/pMfG-vYvnv8/maxresdefault.jpg + source_provenance: X.com (NTFAQGuy) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[GUIDE]' + title: Azure Update 22nd May 2026 + year: '2026' https://www.youtube.com/watch?v=pgjEe44XQf8&ab_channel=GoogleCloudTech: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779032037.264463 v1_locations: - docs/demos.md - addition_method: manual +https://www.youtube.com/watch?v=ppMWxjsmk2k&linkId=61897585: + addition_method: automatic + ai_summary: This architectural overview highlights Google Cloud's integration of + Gemini, Veo, and Imagen models with Avid and ComfyUI to deliver secure, agentic + workflows for media production. The framework details how multimodal search and + generative AI pipelines are orchestrated on Google Cloud compute infrastructure, + streamlining video rendering, editing, and creative asset management. + category: AI and Future Operations + complexity: intermediate + content_hash: db48bac50e73229a9a33ab1189d30649297e110f3cd23bdf39c9b00f4f66c7ea + description: Interview with Google Cloud's Anshul Kapoor on agentic video editing, + Gemini-powered multimodal search, and Veo generative tools. + hierarchy: *id005 + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352037.401609 + reputation_status: Vetted + reputation_summary: Highly rated expert interview outlining Google Cloud's strategic + partnership announcements at NAB 2026. + resource_type: video + social_preview_url: https://img.youtube.com/vi/ppMWxjsmk2k/maxresdefault.jpg + source_provenance: X.com (GoogleCloud) + stars: 4 + status: online + suggested_new_category: '' + tags: *id006 + technology: MLOps + AI Agents + title: 'ComfyUI + Google Models: A Creator-Friendly Agent Workflow' + year: '2026' https://www.youtube.com/watch?v=qGdGMnQ83SA: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305229,8 +317781,8 @@ https://www.youtube.com/watch?v=qGdGMnQ83SA: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=qI_g07C_Q5I: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305246,8 +317798,8 @@ https://www.youtube.com/watch?v=qI_g07C_Q5I: v2_locations: - nosql.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=qbO4MTESiJQ: + addition_method: manual ai_summary: A video guide showing integration steps for building Jenkins jobs and storing artifacts into a target Sonatype Nexus server repository. complexity: Basic @@ -305273,8 +317825,8 @@ https://www.youtube.com/watch?v=qbO4MTESiJQ: v2_locations: - registries.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=s1grtSSIRVA&ab_channel=dotNET: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305290,8 +317842,8 @@ https://www.youtube.com/watch?v=s1grtSSIRVA&ab_channel=dotNET: v2_locations: - azure.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=sd2wuAVush4: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305307,8 +317859,81 @@ https://www.youtube.com/watch?v=sd2wuAVush4: v2_locations: - terraform.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=sig3n7XyaaA&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=2: + addition_method: automatic + ai_summary: This session outlines the architectural evolution in Android 17, highlighting + advancements in Jetpack Compose, performance optimizations, and the integration + of client-side agentic automation. For cloud-native environments, this shifts + the paradigm toward edge-to-cloud coordination, requiring backend architectures + to seamlessly ingest, secure, and support high-frequency orchestrations driven + by autonomous mobile AI agents. + category: AI and Future Operations + complexity: intermediate + content_hash: 90688fd9f4a1ec3a552a9a117754364578fb672dc687d0c3d8bb6d2632aaf000 + description: Product lead Adele Li and researcher Kenji Hata share some of the new + use cases and trends since the launch of Images 2.0, exploring advanced capabilities + like text rendering, multilingual support, and character consistency. + hierarchy: *id007 + is_enriched: true + is_featured_video: true + is_microservice: false + language: en + last_checked: 1780352272.994204 + reputation_status: Vetted + reputation_summary: Highly vetted. Official OpenAI media channel discussing stable + and emerging image generation models with significant community engagement. + resource_type: video + social_preview_url: https://img.youtube.com/vi/sig3n7XyaaA/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: *id008 + technology: Mobile Cloud Integration + AI Agents + title: What's new in Android + year: '2026' +https://www.youtube.com/watch?v=sig3n7XyaaA&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=2&pp=iAQB: + addition_method: automatic + ai_summary: 'John Savill''s weekly Azure update for May 15, 2026, details key cloud + infrastructure advancements and preview releases. + + + Core highlights include: + + * Azure Container Apps (ACA) Express, the Azure Virtual Network Manager (AVNM) + rule impact analyzer, and SMB Managed Identity support for Azure Files. + + * Azure NetApp Files (ANF) large file support. + + * Azure Service Bus Premium with availability zones securing a 99.99% SLA, and + confidential computing options.' + category: azure + complexity: Intermediate + content_hash: 90688fd9f4a1ec3a552a9a117754364578fb672dc687d0c3d8bb6d2632aaf000 + description: A comprehensive weekly digest of Microsoft Azure updates, covering + new features, service integrations, and architectural changes. + hierarchy: &id009 + - Public Cloud + - Azure + - Weekly Updates + is_microservice: false + language: en + last_checked: 1780351994.342812 + reputation_status: Vetted + reputation_summary: Highly reputable, consistent weekly technical update video series + on Microsoft Azure by John Savill. + resource_type: Video + social_preview_url: https://img.youtube.com/vi/sig3n7XyaaA/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: &id010 + - '[GUIDE]' + title: Azure Update 15th May 2026 + year: '2026' https://www.youtube.com/watch?v=tJOlk-B66R4&ab_channel=ServerlessLand: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305325,8 +317950,44 @@ https://www.youtube.com/watch?v=tJOlk-B66R4&ab_channel=ServerlessLand: v2_locations: - jenkins.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=tfoSeH63yCg&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=1&pp=iAQB: + addition_method: automatic + ai_summary: 'John Savill''s weekly Azure update for May 15, 2026, details key cloud + infrastructure advancements and preview releases. + + + Core highlights include: + + * Azure Container Apps (ACA) Express, the Azure Virtual Network Manager (AVNM) + rule impact analyzer, and SMB Managed Identity support for Azure Files. + + * Azure NetApp Files (ANF) large file support. + + * Azure Service Bus Premium with availability zones securing a 99.99% SLA, and + confidential computing options.' + category: azure + complexity: Intermediate + content_hash: d4647a877f001dc081fa36acf0651abf7dd16ad6dbd0c5fbf6da7eed1e6040cf + description: A comprehensive weekly digest of Microsoft Azure updates, covering + new features, service integrations, and architectural changes. + hierarchy: *id009 + is_microservice: false + language: en + last_checked: 1780351994.342861 + reputation_status: Vetted + reputation_summary: Highly reputable, consistent weekly technical update video series + on Microsoft Azure by John Savill. + resource_type: Video + social_preview_url: https://img.youtube.com/vi/tfoSeH63yCg/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: *id010 + title: Azure Update 15th May 2026 + year: '2026' https://www.youtube.com/watch?v=tgRPlAQpHYk&ab_channel=TheNewStack: + addition_method: manual ai_summary: A highly informative video overview mapping how Platform9 integrates robust observability networks. Explains why deep trace analysis is vital for fast root-cause isolation in microservices. @@ -305355,15 +318016,15 @@ https://www.youtube.com/watch?v=tgRPlAQpHYk&ab_channel=TheNewStack: v2_locations: - sre.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=tj3xYFA6Q2o&ab_channel=CloudBeesTV: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779029367.435332 v1_locations: - docs/jenkins.md - addition_method: manual https://www.youtube.com/watch?v=uC7vajbnZS4: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305379,8 +318040,8 @@ https://www.youtube.com/watch?v=uC7vajbnZS4: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=vDj5IsWjU0A: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305396,8 +318057,8 @@ https://www.youtube.com/watch?v=vDj5IsWjU0A: v2_locations: - test-automation-frameworks.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=vZK_W-fpft0&ab_channel=StackSimplify: + addition_method: manual ai_summary: Comprehensive video walkthrough illustrating EKS cluster provisioning, node group configurations, and service deployments on AWS. Covers how to map services to ingress systems and run test deployments securely. @@ -305426,8 +318087,8 @@ https://www.youtube.com/watch?v=vZK_W-fpft0&ab_channel=StackSimplify: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=v_T1fuYGjV0&ab_channel=NedintheCloud: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305443,8 +318104,8 @@ https://www.youtube.com/watch?v=v_T1fuYGjV0&ab_channel=NedintheCloud: v2_locations: - terraform.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=vgIwRX4LXfU: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305461,8 +318122,8 @@ https://www.youtube.com/watch?v=vgIwRX4LXfU: v2_locations: - demos.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=wHha-Q3XVOg&ab_channel=DanLister: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305478,8 +318139,8 @@ https://www.youtube.com/watch?v=wHha-Q3XVOg&ab_channel=DanLister: v2_locations: - kubernetes.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=x5cyrE9ecis&ab_channel=LambdaTest: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305496,8 +318157,8 @@ https://www.youtube.com/watch?v=x5cyrE9ecis&ab_channel=LambdaTest: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=xM9jpcVGTzY: + addition_method: manual ai_summary: Video walkthrough assessing the features and integration depths of EKS, GKE, AKS, and self-hosted k3s deployments. complexity: Beginner @@ -305523,8 +318184,44 @@ https://www.youtube.com/watch?v=xM9jpcVGTzY: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=xdXmOm61DFY&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=11&pp=iAQB: + addition_method: automatic + ai_summary: An architectural overview of the Gemma open-weights AI model pipeline. + Walks through localized deployment techniques on desktop/mobile targets, scaling + strategies on container networks (GKE), and model optimization methodologies for + resource-constrained edge computing environments. + category: ai-agents-mcp + complexity: advanced + content_hash: ce70b534d7616e19769ab314779eec2953f8776a9df81a43f43dde17f455f32d + description: Build AI applications with the Gemma family of open models' state-of-the-art + tools. Uncover the newest additions to the family and dive into the practical + tools that make them usable at scale. Explore an end-to-end pipeline from model + discovery to deployment. Discover how to experiment with Gemma using your favorite + tools, and learn best practices for deploying directly to users across cloud, + desktop, and mobile. + hierarchy: + - Artificial Intelligence + - Large Language Models + - Gemma + - Model Deployment + is_microservice: false + language: en + last_checked: 1780352013.434849 + reputation_status: Vetted + reputation_summary: A highly technical session focused on Gemma, which remains one + of the premier open weights model lines globally. Very well-received by ML engineers. + resource_type: video + social_preview_url: https://img.youtube.com/vi/xdXmOm61DFY/maxresdefault.jpg + source_provenance: X.com (GoogleDevs) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[EMERGING]' + title: What's new in the Gemma open model family + year: '2026' https://www.youtube.com/watch?v=y1lOKQOapTw: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305540,8 +318237,8 @@ https://www.youtube.com/watch?v=y1lOKQOapTw: v2_locations: - azure.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=y6RNLNvnYIw: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305552,8 +318249,8 @@ https://www.youtube.com/watch?v=y6RNLNvnYIw: v1_locations: - docs/jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=yEyVXUExSqs&ab_channel=DevOpsHint: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305570,8 +318267,8 @@ https://www.youtube.com/watch?v=yEyVXUExSqs&ab_channel=DevOpsHint: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=yTafQ-e84eY: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305588,16 +318285,16 @@ https://www.youtube.com/watch?v=yTafQ-e84eY: v2_locations: - jenkins.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=yWzKJPw_VzM: + addition_method: manual content_hash: 2acb2bd3589a9177e30004e094919dde56aeb41a6ddfe9b02ff9104483ea01ed health_score: 100.0 last_checked: 1779130495.02127 needs_ai_refresh: true v1_locations: - docs/api.md - addition_method: manual https://www.youtube.com/watch?v=ybCxPHzRJfA&ab_channel=VisualStudioCode: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305613,8 +318310,44 @@ https://www.youtube.com/watch?v=ybCxPHzRJfA&ab_channel=VisualStudioCode: v2_locations: - visual-studio.md year: N/A - addition_method: manual +https://www.youtube.com/watch?v=yoVH_44xb_E&feature=youtu.be: + addition_method: automatic + ai_summary: 'John Savill''s weekly Azure update for May 15, 2026, details key cloud + infrastructure advancements and preview releases. + + + Core highlights include: + + * Azure Container Apps (ACA) Express, the Azure Virtual Network Manager (AVNM) + rule impact analyzer, and SMB Managed Identity support for Azure Files. + + * Azure NetApp Files (ANF) large file support. + + * Azure Service Bus Premium with availability zones securing a 99.99% SLA, and + confidential computing options.' + category: azure + complexity: Intermediate + content_hash: f68734c6f1134162070e0cfddbebc2bec92c44f9811baf465de3d2f371f751ce + description: A comprehensive weekly digest of Microsoft Azure updates, covering + new features, service integrations, and architectural changes. + hierarchy: *id009 + is_microservice: false + language: en + last_checked: 1780351994.342627 + reputation_status: Vetted + reputation_summary: Highly reputable, consistent weekly technical update video series + on Microsoft Azure by John Savill. + resource_type: Video + social_preview_url: https://img.youtube.com/vi/yoVH_44xb_E/maxresdefault.jpg + source_provenance: X.com (NTFAQGuy) + stars: 4 + status: online + suggested_new_category: '' + tags: *id010 + title: Azure Update 15th May 2026 + year: '2026' https://www.youtube.com/watch?v=zA8guDqfv40: + addition_method: manual ai_summary: A comprehensive boot-camp produced by freeCodeCamp focusing on CloudFormation foundations. Details modular resource design, dependency mapping, drift protection, and secure infrastructure-as-code delivery pipelines. @@ -305645,8 +318378,8 @@ https://www.youtube.com/watch?v=zA8guDqfv40: - aws-training.md - aws-iac.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=zI7_8M2KtRI&ab_channel=MicroserviceFactory: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 health_score: 100.0 last_checked: 1779034529.285902 @@ -305658,8 +318391,8 @@ https://www.youtube.com/watch?v=zI7_8M2KtRI&ab_channel=MicroserviceFactory: - docs/demos.md v2_locations: - demos.md - addition_method: manual https://www.youtube.com/watch?v=zL0eLEl2BxI&ab_channel=TravisRoberts: + addition_method: manual content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 description: '' health_score: 100.0 @@ -305675,8 +318408,8 @@ https://www.youtube.com/watch?v=zL0eLEl2BxI&ab_channel=TravisRoberts: v2_locations: - azure.md year: N/A - addition_method: manual https://www.youtube.com/watch?v=zQyrhjEAqLs: + addition_method: manual ai_summary: A complete video guide systematically mapping the official AWS Cloud Practitioner certification domains in Spanish. [SPANISH CONTENT] complexity: Beginner @@ -305707,8 +318440,8 @@ https://www.youtube.com/watch?v=zQyrhjEAqLs: - introduction.md - aws-training.md year: N/A - addition_method: manual https://www.youtube.comwatch?v=b_norgxfh5y: + addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033428.256085 @@ -305718,8 +318451,8 @@ https://www.youtube.comwatch?v=b_norgxfh5y: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://www.zartis.com/minimizing-costs-aks: + addition_method: manual ai_summary: FinOps-centric strategy guide detailing actionable ways to minimize AKS resource costs. Covers Spot VM integrations, autoscaler tuning, node pool start/stop patterns, and fine-tuning pod CPU and memory requests to prevent cluster @@ -305746,8 +318479,8 @@ https://www.zartis.com/minimizing-costs-aks: v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.zartis.com/simplify-your-sdlc-with-azure-devops: + addition_method: manual content_hash: 8b596f103b368689be6d4f29e91ae07f51048b8143d3df16b13e860981f26335 description: '' health_score: 100.0 @@ -305762,17 +318495,17 @@ https://www.zartis.com/simplify-your-sdlc-with-azure-devops: v2_locations: - azure.md year: N/A - addition_method: manual https://www.zdnet.com/article/amazon-red-hat-openshift-announced-for-public-cloud-kubernetes-users: + addition_method: manual content_hash: 8e4e82f0abfb7d8123fbc0912159cc998f1fa78a10912c47dafa9a1e771e2544 health_score: 100.0 last_checked: 1779030811.292851 needs_ai_refresh: true v1_locations: - docs/openshift.md - addition_method: manual ? https://www.zdnet.com/article/apis-published-apis-consumed-mainstream-enterprises-increasingly-behave-like-software-vendors -: content_hash: c72a417df64c68d2b8059fe3cd16d9b9dbb5f48928b7d3ac7993623f3fd050d4 +: addition_method: manual + content_hash: c72a417df64c68d2b8059fe3cd16d9b9dbb5f48928b7d3ac7993623f3fd050d4 description: '' health_score: 100.0 last_checked: 1779029190.504976 @@ -305788,8 +318521,8 @@ https://www.zdnet.com/article/amazon-red-hat-openshift-announced-for-public-clou v2_locations: - api.md year: N/A - addition_method: manual https://www.zdnet.com/article/as-cloud-costs-spiral-upward-enterprises-turn-to-a-thing-called-finops: + addition_method: manual content_hash: 73d7273d501375b048606758844dd8ea8c30186bba7681877807e3f2c067f6dd description: '' health_score: 100.0 @@ -305806,8 +318539,8 @@ https://www.zdnet.com/article/as-cloud-costs-spiral-upward-enterprises-turn-to-a v2_locations: - finops.md year: N/A - addition_method: manual https://www.zdnet.com/article/aws-as-predicted-is-forking-elasticsearch: + addition_method: manual content_hash: bf46f9845764d5f93137bb89508d0d6a922b26227ae31324903fd7c75f197e2a description: '' health_score: 100.0 @@ -305823,8 +318556,8 @@ https://www.zdnet.com/article/aws-as-predicted-is-forking-elasticsearch: v2_locations: - monitoring.md year: N/A - addition_method: manual https://www.zdnet.com/article/corporate-culture-complicates-kubernetes-and-container-collaboration: + addition_method: manual content_hash: 5f3be410310aeb3aeecbe85d55b6cf8b28e9853f4748ac22af247d3ffb2e702d description: '' health_score: 100.0 @@ -305840,8 +318573,8 @@ https://www.zdnet.com/article/corporate-culture-complicates-kubernetes-and-conta v2_locations: - devops.md year: N/A - addition_method: manual https://www.zdnet.com/article/docker-changes-its-subscription-plans-usage-rules-and-product-line: + addition_method: manual content_hash: c077367ef61abd1b423d3c6a6c0c9e0ae3f8dd14fb6e65d6ed6a4855ca46c9f1 description: '' health_score: 100.0 @@ -305858,8 +318591,8 @@ https://www.zdnet.com/article/docker-changes-its-subscription-plans-usage-rules- v2_locations: - docker.md year: N/A - addition_method: manual https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non-profit-organizations: + addition_method: manual ai_summary: 'Focuses on Red Hat''s licensing expansion, providing zero-cost RHEL subscriptions to non-profit organizations and open-source development groups to retain active community contributions. Double-Evidence: This reporting reviews @@ -305889,8 +318622,8 @@ https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non- v2_locations: - linux.md year: N/A - addition_method: manual https://www.zdnet.com/article/google-cloud-rolls-out-new-security-tools-as-threat-landscape-heats-up: + addition_method: manual content_hash: 86176ed43110ac3cd9b644f3d5b8c135ec0e37019166fd048c63ecd5bbc2a3b2 description: '' health_score: 100.0 @@ -305907,8 +318640,8 @@ https://www.zdnet.com/article/google-cloud-rolls-out-new-security-tools-as-threa v2_locations: - GoogleCloudPlatform.md year: N/A - addition_method: manual https://www.zdnet.com/article/google-introduces-gke-autopilot-for-hands-off-kubernetes: + addition_method: manual ai_summary: Examines industry trends towards hands-off Kubernetes management via GKE Autopilot. Details benefits for small to medium enterprise environments looking to cut container runtime operations costs. @@ -305935,8 +318668,8 @@ https://www.zdnet.com/article/google-introduces-gke-autopilot-for-hands-off-kube v2_locations: - managed-kubernetes-in-public-cloud.md year: N/A - addition_method: manual https://www.zdnet.com/article/google-releases-new-open-source-security-software-program-scorecards: + addition_method: manual ai_summary: Explains Google's OpenSSF Scorecards initiative, which automates architectural reviews of open-source projects. Focuses on critical security vectors such as branch protections, signed commits, and dependency scanning. @@ -305963,8 +318696,8 @@ https://www.zdnet.com/article/google-releases-new-open-source-security-software- v2_locations: - devsecops.md year: N/A - addition_method: manual https://www.zdnet.com/article/grafana-8-0-integrates-with-prometheus-alerting: + addition_method: manual content_hash: 4aa880cd35694fd29ad2b8e1d174b8c18211693c0ff0e2eba2df297c9e991f6c description: '' health_score: 100.0 @@ -305980,8 +318713,8 @@ https://www.zdnet.com/article/grafana-8-0-integrates-with-prometheus-alerting: v2_locations: - grafana.md year: N/A - addition_method: manual https://www.zdnet.com/article/kubernetes-dropping-docker-is-not-that-big-of-a-deal: + addition_method: manual content_hash: d3e54c8564ce33e3c9823edb1a9631f2a68f54fc4e9c298a81ddf77186a44a80 description: '' health_score: 100.0 @@ -305997,8 +318730,8 @@ https://www.zdnet.com/article/kubernetes-dropping-docker-is-not-that-big-of-a-de v2_locations: - kubernetes-releases.md year: N/A - addition_method: manual https://www.zdnet.com/article/log4j-after-white-house-meeting-google-calls-for-list-of-critical-open-source-projects: + addition_method: manual ai_summary: Discusses high-level strategies initiated by Google and IBM to identify and secure critical open-source software structures. Explores how public-private partnerships aim to fortify base infrastructure projects globally. @@ -306025,9 +318758,9 @@ https://www.zdnet.com/article/log4j-after-white-house-meeting-google-calls-for-l v2_locations: - devsecops.md year: N/A - addition_method: manual ? https://www.zdnet.com/article/open-source-observability-meet-data-transformation-grafana-7-0-promises-to-connect-unify-and-visualize-all-your-data -: content_hash: d9a01c0bbcd3b534383e81ba6c0a3c97b48fa18cc116d960c95c73fa80381189 +: addition_method: manual + content_hash: d9a01c0bbcd3b534383e81ba6c0a3c97b48fa18cc116d960c95c73fa80381189 description: '' health_score: 100.0 last_checked: 1779033131.198054 @@ -306043,8 +318776,8 @@ https://www.zdnet.com/article/log4j-after-white-house-meeting-google-calls-for-l v2_locations: - grafana.md year: N/A - addition_method: manual https://www.zdnet.com/article/programming-languages-python-just-took-a-big-jump-forward: + addition_method: manual content_hash: 557fd4b1f9f7cd662d9e3c9c2e83c3352ff70b359bf0e97b884b4cd2f9f02924 description: '' health_score: 100.0 @@ -306060,8 +318793,8 @@ https://www.zdnet.com/article/programming-languages-python-just-took-a-big-jump- v2_locations: - python.md year: N/A - addition_method: manual https://www.zdnet.com/article/puppet-introduces-beta-of-cloud-native-event-driven-devops-program-relay: + addition_method: manual ai_summary: Archived industry reporting of Puppet's event-driven, cloud-native automated workflow engine named Relay. 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Highlighting developments + across Windows AI, partner ecosystems like NVIDIA, and Arm-based hardware, the + announcement frames the future direction of Microsoft's local and cloud developer + platforms. + category: azure + complexity: Intermediate + content_hash: 67d29e19a539af9f7e513e56417fdebd694863132cb7c546fbe68281a129e100 + description: Official social teaser ahead of Microsoft Build 2026 highlighting upcoming + system-level developer updates across Windows and partner ecosystems. + hierarchy: + - Cloud Providers + - Microsoft Azure + - Developer Tools + - Build Conference + is_microservice: false + language: en + last_checked: 1780352849.031604 + reputation_status: Vetted + reputation_summary: Anticipated developer promotional updates highlighting Windows + AI and system integration developments ahead of Microsoft Build 2026. + resource_type: Social Media Post + social_preview_url: '' + source_provenance: X.com (Microsoft) + stars: 4 + status: online + suggested_new_category: industry-news + tags: + - '[EMERGING]' + title: Microsoft Developer Teaser for Build 2026 + year: '2026' https://x.com/PukarDesign/status/1452141978167267332: + addition_method: manual content_hash: 9d4e09d0dd1913763a04d81384ecaaadd1ef2b4d53999d397ff0cd44f78be7b5 health_score: 100.0 last_checked: 1779130495.026065 needs_ai_refresh: true v1_locations: - docs/project-management-methodology.md - addition_method: manual https://x.com/SWengThomas: + addition_method: manual content_hash: 51f5d1b72225f841fa6c9f30edcd2e1525fd1c267e7b18cb07754a8c3f9e1b3a health_score: 100.0 last_checked: 1779130494.935872 needs_ai_refresh: true v1_locations: - docs/kubernetes-security.md - addition_method: manual https://x.com/_georgemoller: + addition_method: manual content_hash: 69c53258e69c1c87f45d5b2ae7409f4475c7e8aab89ac26a84cfa016e62e1c10 health_score: 100.0 last_checked: 1779130494.953301 needs_ai_refresh: true v1_locations: - docs/cheatsheets.md - addition_method: manual https://x.com/a_sykim: + addition_method: manual content_hash: 021aaa40e603d07bf2ce7debb841dd59923c74a583a5fdeabcd9c1d6e9520435 health_score: 100.0 last_checked: 1779130495.018241 needs_ai_refresh: true v1_locations: - docs/introduction.md - addition_method: manual https://x.com/aantn: + addition_method: manual content_hash: fa5027450aabfa99375663ae5700602aff6a6974718c58fe23360c5ac91e5f7e health_score: 100.0 last_checked: 1779130495.022757 @@ -306554,32 +319320,32 @@ https://x.com/aantn: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://x.com/addyosmani: + addition_method: manual content_hash: 2262ed83ff50863dbfbf930b9a6e97f07f6aeb7e8271feb11d7d54926f7c4599 health_score: 100.0 last_checked: 1779130495.024412 needs_ai_refresh: true v1_locations: - docs/ChromeDevTools.md - addition_method: manual https://x.com/agarcia: + addition_method: manual content_hash: 38a4806d4d580148b647c538dd03e0d4c2467f58012760bcfc5a3c032760f916 health_score: 100.0 last_checked: 1779130495.017938 needs_ai_refresh: true v1_locations: - docs/docker.md - addition_method: manual https://x.com/alexxubyte: + addition_method: manual content_hash: 695174b2002acedf141a3e7d31d543cacfc18336cba7d9a17e0d2b28e045c945 health_score: 100.0 last_checked: 1779130495.011072 needs_ai_refresh: true v1_locations: - docs/networking.md - addition_method: manual https://x.com/awscloud: + addition_method: manual content_hash: e142bfa14905a6d3e979d12ebcd0ccb207988bd6ef17cca0ba035da0b21e69bc health_score: 100.0 last_checked: 1779130494.989018 @@ -306591,8 +319357,8 @@ https://x.com/awscloud: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://x.com/azuredevops: + addition_method: manual content_hash: fa433d5256cd0af25ede6cdb013f753c5976386ce8f2e29a77f69a5b853c518a health_score: 100.0 last_checked: 1779130494.976164 @@ -306604,24 +319370,24 @@ https://x.com/azuredevops: - docs/git.md v2_locations: - git.md - addition_method: manual https://x.com/brendandburns: + addition_method: manual content_hash: 425cf8383e7c664c771433b0a5f80fc6ba63f5eb4e6a18e334a8266208313262 health_score: 100.0 last_checked: 1779130494.994572 needs_ai_refresh: true v1_locations: - docs/introduction.md - addition_method: manual https://x.com/codingsafari: + addition_method: manual content_hash: 446b86fb11bc9f315210af1a9201e4287bef92a754266cbdb3d7121d55d6a746 health_score: 100.0 last_checked: 1779130495.030812 needs_ai_refresh: true v1_locations: - docs/kubernetes-security.md - addition_method: manual https://x.com/commandlinefu: + addition_method: manual ai_summary: Official social channel broadcasting top command-line tips from the CommandLineFu portal. 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It acts as a central platform for real-time coverage of Google''s annual + developer keynotes, technical deep-dives, and cloud ecosystem updates. + + + * **Keynote Focus**: Highlights primary industry shifts toward native multimodal + models and agentic workflow automation. + + * **Product Coverage**: Provides direct access to live demonstrations of Gemini + Omni, the Gemini 3.5 model family, and Google Flow integration.' + category: ai-agents-mcp + complexity: beginner + content_hash: 5457cfdc5b90a42d8a057d3f49fa2c822e06140c3449e489127831510d6e2f06 + description: The official live stream event page on X for Google I/O 2026, featuring + keynotes, developer announcements, and breakthroughs in generative AI models like + Gemini Omni, Gemini 3.5, and Google Flow. + hierarchy: + - AI + - Generative AI + - Developer Conferences + impact_score: 85 + is_microservice: false + language: en + last_checked: 1780399410.165984 + reputation_status: Vetted + reputation_summary: Official Google I/O 2026 live event broadcast page on X (formerly + Twitter). Highly vetted, secure, and verified by global tech organizations for + real-time announcements. + resource_type: video + social_preview_url: '' + source_provenance: X.com (GoogleDeepMind) + stars: 4 + status: online + suggested_new_category: '' + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: Google I/O 2026 Live Stream Event + year: '2026' https://x.com/janakiramm: + addition_method: manual content_hash: f7a8f387d70ecbaf6854a46afd0f7933c3b403e3e4a45e25a8e78f418ca28138 health_score: 100.0 last_checked: 1779130494.972012 @@ -306726,8 +319533,8 @@ https://x.com/janakiramm: - docs/gitops.md v2_locations: - gitops.md - addition_method: manual https://x.com/jeffbarr: + addition_method: manual content_hash: 1c1b9e0d55b9dcbeba9ce90dd4a3a6877416a849be7f3f64c556f88ac687e21e health_score: 100.0 last_checked: 1779130495.030746 @@ -306739,24 +319546,24 @@ https://x.com/jeffbarr: - docs/aws.md v2_locations: - aws.md - addition_method: manual https://x.com/johncutlefish/status/1452048722917871620: + addition_method: manual content_hash: b6f607d191984b7616755420c830a5dfc0cd5ff7ecefa01777a07a27bd529656 health_score: 100.0 last_checked: 1779130494.978801 needs_ai_refresh: true v1_locations: - docs/project-management-methodology.md - addition_method: manual https://x.com/jwendlandt: + addition_method: manual content_hash: 483b2e78cd5cbab18345cd7ea7e981ad7b13bb8d6cf28a41ce27b83ec73e491a health_score: 100.0 last_checked: 1779130494.988681 needs_ai_refresh: true v1_locations: - docs/kubernetes-security.md - addition_method: manual https://x.com/k0sproject: + addition_method: manual content_hash: 05a57b5934fcd12e935aade949661db8ec9f3986cb8b1d8cc59db1f7d814629b health_score: 100.0 last_checked: 1779130494.931073 @@ -306768,8 +319575,8 @@ https://x.com/k0sproject: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://x.com/kubernetesio: + addition_method: manual content_hash: cdf68b268a9fc5c47094e25c5680fec5ea3880f2ed19ca115b7523f39bd11b24 health_score: 100.0 last_checked: 1779130495.027747 @@ -306781,16 +319588,16 @@ https://x.com/kubernetesio: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://x.com/memenetes: + addition_method: manual content_hash: a810e63f536a637e0420eb6f49a669f5b1528ad03cec8e944a3434beba163927 health_score: 100.0 last_checked: 1779130494.984816 needs_ai_refresh: true v1_locations: - docs/kubernetes.md - addition_method: manual https://x.com/microcksio: + addition_method: manual content_hash: 79796f9dc7b304f63babb7d70bae26b7022dacefaf583e9c083ee7a29d58906c health_score: 100.0 last_checked: 1779130495.028876 @@ -306802,16 +319609,16 @@ https://x.com/microcksio: - docs/kubernetes.md v2_locations: - kubernetes.md - addition_method: manual https://x.com/okta: + addition_method: manual content_hash: f2584a79d03ab1cd8722ffb714d7c4348ff48399b6d83a16fa7a66120b13afae health_score: 100.0 last_checked: 1779130495.031327 needs_ai_refresh: true v1_locations: - docs/aws.md - addition_method: manual https://x.com/openshift: + addition_method: manual content_hash: b6b9ac3df1195090e3e9c960d2071d5d779323a8eaef93f592c4f9db1427f272 health_score: 100.0 last_checked: 1779130494.982165 @@ -306823,8 +319630,8 @@ https://x.com/openshift: - docs/openshift.md v2_locations: - openshift.md - addition_method: manual https://x.com/operatorhubio: + addition_method: manual content_hash: 39bc204cdfebe6e41e1aeeb2db81030fcf79abb86d4aaeeade652daeb0a68cb3 health_score: 100.0 last_checked: 1779130495.027539 @@ -306836,8 +319643,8 @@ https://x.com/operatorhubio: - docs/ocp4.md v2_locations: - ocp4.md - addition_method: manual https://x.com/originalavalamp: + addition_method: manual ai_summary: A multi-perspective community debate focusing on Base64 encoding in secrets. 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Curator insight warns against exposing node-level namespaces during ad-hoc diagnostics sessions. Live grounding indicates that while @@ -307051,8 +319858,8 @@ https://xenitab.github.io/blog/2022/04/12/ephemeral-container-security: v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://xgrid.medium.com/securing-a-kubernetes-cluster-using-tls-certificates-5e64a6bb26de: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -307067,8 +319874,8 @@ https://xgrid.medium.com/securing-a-kubernetes-cluster-using-tls-certificates-5e v2_locations: - kubernetes-security.md year: N/A - addition_method: manual https://xgrid.medium.com/tackling-kubernetes-observability-challenges-with-pixie-a03cbad93148: + addition_method: manual content_hash: N/A description: '' health_score: 100.0 @@ -307078,8 +319885,8 @@ https://xgrid.medium.com/tackling-kubernetes-observability-challenges-with-pixie v1_locations: - docs/kubernetes-monitoring.md year: N/A - addition_method: manual https://yaml.org/spec/1.2/spec.html: + addition_method: manual ai_summary: Curator Insight points to the official YAML 1.2 specification explaining how pointers (anchors and aliases) work. Live Grounding validates that utilizing & and * tags prevents node duplication within massive data structures. Ideal reference @@ -307107,8 +319914,8 @@ https://yaml.org/spec/1.2/spec.html: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://yamline.com: + addition_method: manual ai_summary: A web utility geared for parsing and structural validation of complex YAML architectures. It simplifies nested structure tracing, preventing misaligned keys and spacing bugs. @@ -307136,8 +319943,8 @@ https://yamline.com: - data-and-advanced-analytics.md - yaml.md year: N/A - addition_method: manual https://yamlvalidator.dev: + addition_method: manual ai_summary: A privacy-focused web editor engineered for rapid and secure YAML markup validation. 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AI Reads My Grafana Metrics Now. - ai_summary: This video explores how AI agents can read Grafana metrics, logs, and - traces directly using Grafana Assistant and Claude Code wired up to the Grafana - MCP server. It demonstrates querying Prometheus, Loki, and Tempo, generating custom - dashboards from natural language, and analyzing runtime data from the command - line. This workflow bridges the gap between analysis and remediation, allowing - agents to verify fixes and make data-grounded decisions. - category: Observability and Monitoring - technology: Grafana Assistant, Claude Code, Grafana MCP Server - description: Featured video in the Top Videos & Clips section. - health_score: 100.0 - is_enriched: true - is_featured_video: true - last_checked: 0.0 - stars: 0 - status: online - v1_locations: [] - video_order: 20 - year: '2026' - addition_method: manual -https://www.youtube.com/embed/0Gb1z-2SjHY: - ai_summary: This documentary traces the architectural transition from heavyweight, - monolithic Java EE application servers to the lightweight, dependency-injection - paradigm of the Spring Framework. For a 2026 Cloud Architect, it provides essential - historical context on how decoupling business logic from infrastructure paved - the way for modern microservices and containerized environments. Understanding - this evolution is critical for evaluating the trade-offs between complex enterprise - standards and agile, developer-centric frameworks in cloud-native platforms. - category: Fundamentals - description: Featured video in the Fundamentals section. - health_score: 100.0 - is_enriched: true - is_featured_video: true - last_checked: 0.0 - stars: 0 - status: online - technology: Spring Framework - title: 'How a Group of Developers Took Back Control from Enterprise Java | Spring: - The Documentary' - v1_locations: [] - video_order: 999 - year: N/A - addition_method: automatic -https://lwkd.info/2026/20260514: - title: Week Ending May 10, 2026 | Last Week in Kubernetes Development - description: Weekly review of Kubernetes development, focusing on the latest PRs, - API changes, and developer news in the k8s ecosystem. - ai_summary: 'This issue of Last Week in Kubernetes Development (LWKD) highlights - Jack Francis being nominated as the new chair of SIG Autoscaling, the closure - of v1.37 Release Team shadow applications, and the publication of patch releases - v1.33.12 through v1.36.1. - - - Key architectural and development updates detailed in this issue include: - - * Implementations of new declarative validation guardrails. - - * Conditional authorization capabilities laying groundworks for v1.37.' - language: en - resource_type: Newsletter - complexity: Intermediate - hierarchy: - - Cloud Native - - Kubernetes - - Development News - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 39f631a61f5ff2fd463a52b82a9169849a0a68d87cce8e79653bd3694282d80d - reputation_status: Vetted - reputation_summary: Widely respected and official-adjacent weekly summary of core - Kubernetes development, maintainers, and release cycles. - source_provenance: X.com (kubernetesio) - social_preview_url: '' - category: kubernetes-releases - status: online - last_checked: 1780351994.342465 - suggested_new_category: '' - addition_method: automatic -https://open.substack.com/pub/priyankavergadia/p/world-models-vs-llms-visually-explained?r=65wvb&showWelcomeOnShare=true: - title: 'World Models vs LLMs: Visually Explained' - description: A visual explanation of the differences between World Models and Large - Language Models (LLMs), focusing on how each models reality and patterns. - ai_summary: 'This visual guide contrasts Large Language Models (LLMs), which excel - at predicting next tokens based on statistical text correlation, with World Models, - which construct internal physical or logical representations of environments to - simulate and predict outcomes. - - - It breaks down: - - * Architectural components and core differences. - - * Practical limitations and unique use cases of each paradigm. - - * Why world models are essential for physical automation, robotics, and advanced - agentic decision-making.' - language: en - resource_type: Article - complexity: Beginner - hierarchy: - - Artificial Intelligence - - Model Architecture - - World Models vs LLMs - tags: - - '[GUIDE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: High-quality, visually intuitive educational content from Priyanka - Vergadia (The Cloud Girl) explaining core AI architecture concepts. - source_provenance: X.com (pvergadia) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780351994.342541 - suggested_new_category: '' - addition_method: automatic -https://github.com/NirDiamant/agents-towards-production: - title: Agents Towards Production - description: End-to-end, code-first tutorials for building production-grade GenAI - agents, from prototype to enterprise deployment. - ai_summary: 'This comprehensive open-source repository serves as an educational - playbook for designing and scaling production-grade Generative AI agents. It features - over 25 hands-on tutorials organized across ten critical pillars, including orchestration, - tool integration, observability (using LangSmith), memory management, and deployment - topologies (Docker/FastAPI). - - - Key features include: - - * Runnable Jupyter notebooks demonstrating architectural patterns like agent routing, - guardrails, and automated evaluation. - - * Practical multi-agent coordination frameworks suitable for enterprise-grade - applications.' - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI Agents - - Production Patterns - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: b5fac23b9bdad2934781537634d83b2fecf023454e5bfb2c21287e45a04ca0d5 - reputation_status: Vetted - reputation_summary: Highly popular and active repository with over 20k stars, providing - code-first tutorials for building production-grade GenAI agents. - source_provenance: X.com (midudev) - 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- * Enhancing UI performance via automatic state update batching and asynchronous - transitions.' - language: en - resource_type: Issue - complexity: Advanced - hierarchy: - - DevOps - - Continuous Delivery - - Argo CD UI Architecture - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: 2aee2d8029be2792b1823290cf0bd44f7711f851d62a30af62646d45f510563a - reputation_status: Vetted - reputation_summary: Active community discussion regarding upgrading the aging Argo - CD UI from React 16 to React 19. - source_provenance: X.com (ArgoProj) - social_preview_url: https://opengraph.githubassets.com/57a513e595b57bef86a5608099959701bf60db048addd0f7b8acd1ee40662b53/argoproj/argo-cd/issues/25203 - category: argo - status: online - last_checked: 1780351994.342566 - suggested_new_category: '' - addition_method: automatic - gh_stars: 23029 - gh_pushed: '2026-06-01T18:53:27Z' - gh_license: Apache-2.0 -https://www.youtube.com/watch?v=yoVH_44xb_E&feature=youtu.be: - 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It shifts - the traditional software lifecycle by making technical specifications executable, - directly generating working implementations via AI agents like GitHub Copilot, - Claude Code, or Gemini. 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It - demonstrates how to detect discrepancies between physical cloud assets and their - corresponding Terraform state files caused by out-of-band manual changes or third-party - automated updates. Practitioners learn to employ health assessments, configure - alerts, and utilize the import workflow or reconcile changes to safely align resources - without causing application downtime. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Infrastructure as Code - - Terraform - - State Management and Drift Detection - tags: - - '[GUIDE]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2024' - stars: 4 - content_hash: 2e1eacf953fac039ba4e8de84e4b740c9400ffc562a7d07b47a0dd92aa057803 - reputation_status: Vetted - reputation_summary: An authoritative HashiCorp training resource that represents - the standard curriculum for infrastructure configuration maintenance and state - management. - source_provenance: X.com (nubenetes) - social_preview_url: https://developer.hashicorp.com/og-image/terraform.jpg - category: terraform - status: online - last_checked: 1780352003.689815 - suggested_new_category: '' - addition_method: automatic -https://learn.microsoft.com/en-us/training/paths/gh-developing-agentic-systems-1: - title: Developing in Agentic AI Systems Part 1 of 2 - Training | Microsoft Learn - description: Learn how to design, deploy, and manage agentic AI systems within the - SDLC using GitHub. - ai_summary: This Microsoft learning path details the architectural patterns for - integrating, orchestrating, and governing autonomous AI agents within the Software - Development Lifecycle (SDLC) using GitHub as the system of record and control - plane. 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It showcases the architectural - impact of open-source collaboration, continuous fork mutations, and community-driven - rewrites that preserve software usability without official enterprise backing. - The study serves as a masterclass in community-centric software lifecycle resilience - and open governance models. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Open Source Software - - Community Curation - - Long-term Maintenance - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 51335458e8440dd72da15e1d8a59f44e5d6a31606226c8017dabbbf816e14959 - reputation_status: Vetted - reputation_summary: A highly discussed blog post in the open-source community detailing - how community dedication can ensure decades of software lifecycle continuity. - source_provenance: X.com (GitHub) - social_preview_url: https://github.blog/wp-content/uploads/2026/05/583946322-6fc5b06b-fbfa-4b49-83b2-11b89e184c8e.gif - category: uncategorized - status: online - last_checked: 1780352003.689843 - suggested_new_category: open-source-culture - addition_method: automatic -https://github.com/Vigneshwari-08/Server_Log-Analyzer-Intrusion-Detector: - title: Server Log Analyzer and Intrusion Detector - description: A Python-based log analysis tool designed to parse server logs and - detect security anomalies/intrusions. - ai_summary: Server Log Analyzer and Intrusion Detector is a security utility designed - to ingest and parse server log files to identify suspicious behavior, brute-force - patterns, and malicious activities. 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The author outlines critical - blind spots, such as untracked out-of-band resources invisible to the state file - and security changes hidden by lifecycle `ignore_changes` configurations. It outlines - a modern, layered engineering approach combining cloud-native asset inventories, - policy engines, and event-driven architectures to continuously validate real infrastructure - state. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Infrastructure as Code - - Terraform - - Production Drift Detection - tags: - - '[CASE STUDY]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Widely circulated across developer and DevOps communities for - its realistic view of Terraform's state reconciliation gaps and solid mitigation - patterns. - source_provenance: X.com (nubenetes) - social_preview_url: '' - category: terraform - status: online - last_checked: 1780352003.689869 - suggested_new_category: '' - addition_method: automatic -https://kube.fm/capi-100s-clusters-zain: - title: Managing 100s of Kubernetes Clusters using Cluster API | KubeFM - description: KubeFM podcast with Zain Malik discussing managing large-scale multi-tenant - Kubernetes with Cluster API. - ai_summary: This podcast interview with Zain Malik dissects the migration of large-scale - infrastructure from Terraform to Cluster API (CAPI) to manage hundreds of multi-tenant - Kubernetes clusters. The discussion delves into how his team automated cluster - lifecycles for over 30,000 pods and clusters scaling up to 950 nodes, resolving - cloud-provider constraints on Azure AKS. Key architectural insights include designing - custom operators to enforce production readiness, automating GitOps-driven upgrades - to eliminate manual intervention, and implementing upstream AKS contributions - to optimize node pool consistency. - language: English - resource_type: Video - complexity: Advanced - hierarchy: - - Kubernetes - - Multi-Cluster Fleet Management - - Cluster API - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: daccee2dc7bd86651ae4e65a9b0abf5c9597b1e14cde543972bcae03461536bc - reputation_status: Vetted - reputation_summary: An exceptional and highly rated episode of KubeFM providing - top-tier engineering insights on managing complex, multi-tenant Azure Kubernetes - Service installations using Cluster API. - source_provenance: X.com (nubenetes) - social_preview_url: https://static.kube.fm/podcast-S06E05.v2.png - category: cicd-kubernetes-plugins - status: online - last_checked: 1780352003.689879 - suggested_new_category: cluster-api - addition_method: automatic -https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-interactive-v-non-interactive-mode: - title: 'GitHub Copilot CLI for Beginners: Interactive vs Non-interactive Mode' - description: Explains the differences between interactive and non-interactive execution - modes in GitHub Copilot CLI. - ai_summary: This official GitHub Blog guide details the operational mechanics of - GitHub Copilot CLI, focusing on the differences between interactive and non-interactive - execution modes. It demonstrates how interactive mode leverages conversational - interfaces to guide developers through complex shell commands, whereas non-interactive - execution supports pipeline integrations and automated scripted workflows. The - article serves as a key resource for developers looking to optimize terminal velocity - and automate command generation safely. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Developer Productivity - - CLI Tools - - Generative AI CLI - tags: - - '[GUIDE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: cd73d0bc830618149585c0aa117f31b8d1a06ddc05a514e938a538db1240bd32 - reputation_status: Vetted - reputation_summary: Vetted as a highly helpful official tutorial to boost command-line - productivity using AI tools, easing shell automation for junior and senior engineers - alike. - source_provenance: X.com (GitHub) - social_preview_url: https://github.blog/wp-content/uploads/2026/04/Episode-2.png - category: ai-agents-mcp - status: online - last_checked: 1780352003.689892 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=cBS2bHhw0Pg&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3&pp=iAQB: - title: What's new in Chrome - description: Discover the cutting edge of web development and learn where Chrome - is taking the browser in 2026. Explore new capabilities that make the web more - capable, reliable, and intelligent. - ai_summary: An architectural overview of modern browser development and Chrome capabilities - in 2026. Focuses on built-in client-side AI modules, modern WebAssembly execution - speeds, and new debugging protocols in Chrome DevTools. Essential for frontend - architects aligning their stacks with native web specifications. - language: en - resource_type: video - complexity: intermediate - hierarchy: - - Web Development - - Browsers - - Chrome - - Developer Tools - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 48bd4b5fa3c8d57bb3f2bcc5c0c92116c05fcd5f3fbc4651b2a8137f1d08fad5 - reputation_status: Vetted - reputation_summary: Official Google I/O session video with strong developer community - trust and direct engineering insights [1.1.1]. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/cBS2bHhw0Pg/maxresdefault.jpg - category: hr - status: online - last_checked: 1780352013.434706 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=QtXBAz6TU2g&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=4&pp=iAQB: - title: Agent-first workflows from prompt to production - description: Agentic coding unlocks unprecedented velocity, but speed means nothing - if you hit a deployment wall. Discover how to turn agentic coding into a production - powerhouse. Explore a complete end-to-end lifecycle to securely deploy, scale, - and manage AI-native apps across Google Cloud without leaving your code editor. - ai_summary: This session outlines an end-to-end architectural workflow for transitioning - from AI-agentic code generation directly to secure, production-grade deployments - on Google Cloud. It demonstrates how developers can utilize IDE-integrated Gemini - Code Assist agents, Cloud Run, and Cloud Build to build, containerize, and deploy - AI-native applications without leaving their development environments. The presentation - emphasizes securing the agentic software development lifecycle (SDLC) using enterprise-grade - IAM, automated CI/CD, and policy-driven compliance. - language: en - resource_type: video - complexity: advanced - hierarchy: - - Artificial Intelligence - - AI Agents - - Workflows - - Cloud Deployment - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 5b2b8924914de1d83bddab4ab9840d952674dd9bce180e252921dfac75a24728 - reputation_status: Vetted - reputation_summary: Highly praised presentation detailing Google Cloud's official - tooling and infrastructure blueprints for deploying AI agents in production environments. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/QtXBAz6TU2g/maxresdefault.jpg - category: AI and Future Operations - status: online - last_checked: 1780352013.434731 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: DevOps + AI Agents -https://www.youtube.com/playlist?list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz: - title: Google I/O 2026 Sessions - description: The complete playlist of technical sessions and keynotes from Google - I/O 2026, outlining Google's product roadmap and engineering shifts. - ai_summary: The official collection of technical video assets from Google I/O 2026. - This playlist offers exhaustive technical coverage spanning Android 17 advancements, - multi-platform Flutter innovations, Google Cloud platform architectures, and local/cloud - generative AI scaling strategies. - language: en - resource_type: playlist - complexity: intermediate - hierarchy: - - Cloud Computing - - AI and Machine Learning - - Mobile and Web - - Google I/O - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 25c5d80fdee1404f5e1bc66805b0b9de122780801666588b42897f23eb1f0b94 - reputation_status: Vetted - reputation_summary: The master playlist for Google I/O 2026, serving as the official - reference repository for cloud, web, and mobile developer tracks. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://i.ytimg.com/vi/tfoSeH63yCg/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLAIfuv2jL8pgL1UGv5Mc-QcefkoBQ&days_since_epoch=20605 - category: demos - status: online - last_checked: 1780352013.43475 - suggested_new_category: '' - addition_method: automatic -https://developers.google.com/solutions/catalog?category=aiandmachinelearning: - title: Google for Developers Solutions Catalog - AI and Machine Learning - description: A catalog of ready-to-deploy architectural patterns, sample implementations, - and design guides for machine learning workloads. - ai_summary: An official architectural reference library documenting production patterns - for enterprise AI applications. Includes deployment guides for model fine-tuning, - retrieval-augmented generation (RAG), vector database optimization, and end-to-end - MLOps pipeline structures on Google Cloud Platform. - language: en - resource_type: documentation - complexity: advanced - hierarchy: - - Cloud Infrastructure - - AI and Machine Learning - - Design Patterns - - Solutions Catalog - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: d65660ff745ada673232e2abfa626a32461fb116d8b6bf563dbc8085454e1e57 - reputation_status: Vetted - reputation_summary: Google's authoritative blueprint catalog for AI, highly trusted - by enterprise cloud architects seeking repeatable reference code. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png - category: ai-agents-mcp - status: online - last_checked: 1780352013.434762 - suggested_new_category: '' - addition_method: automatic -https://developers.google.com/solutions/catalog?language=python: - title: Google for Developers Solutions Catalog - Python Solutions - description: Curated reference solutions and automated deployment configurations - utilizing Python across Google Cloud and APIs. - ai_summary: A curated index of production-ready Python blueprints for system automation - and software engineering on Google platforms. Features structured configurations, - pipeline architectures, and library standards optimized for performance, security, - and cloud scalability. - language: en - resource_type: documentation - complexity: intermediate - hierarchy: - - Software Development - - Python - - Reference Architectures - - Solutions Catalog - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 579c78c9cbf996783c52c5f4ff07d01246fb3a317cdde129fa9ab47033bf80e1 - reputation_status: Vetted - reputation_summary: A curated selection of Python code templates and integration - patterns supported directly by Google Developer relations. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png - category: python - status: online - last_checked: 1780352013.434794 - suggested_new_category: '' - addition_method: automatic -https://developers.google.com/solutions/catalog: - title: Google for Developers Solutions Catalog - description: The central directory of Google-designed implementation blueprints, - code templates, and reference architectures across multiple developer paths. - ai_summary: A foundational, multi-disciplinary catalog containing official reference - architectures and IaC modules. It guides cloud engineers in implementing secure, - reliable, and compliant infrastructure blueprints, scaling across databases, application - hosting, security networks, and hybrid deployments. - language: en - resource_type: documentation - complexity: advanced - hierarchy: - - Cloud Architecture - - Google Cloud Platform - - Reference Blueprints - - Solutions Catalog - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 9675d01968cc339c0bafe863fdcb924a9993fc215f763e90291270d84a9cde4c - reputation_status: Vetted - reputation_summary: The official hub of proven enterprise-grade patterns and deployment - scripts. 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It showcases how cloud-connected AI capabilities - and intelligent tooling enhance developer velocity, which is critical for scaling - cloud-native mobile applications and modern CI/CD pipelines. - language: en - resource_type: video - complexity: intermediate - hierarchy: - - Mobile Development - - Android Studio - - IDE - - Developer Tooling - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: fd5dbed6eb30b3f1601225a97ea9547c2a42e3c4d9a05e8fef847d4d68075d11 - reputation_status: Vetted - reputation_summary: Highly anticipated update for Android Studio. Celebrated by - mobile engineering teams for drastically improving build times and tooling diagnostics. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/iyc69njNYOw/maxresdefault.jpg - category: AI and Future Operations - status: online - last_checked: 1780352013.434835 - suggested_new_category: android-development - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Android + Gemini AI -https://www.youtube.com/watch?v=xdXmOm61DFY&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=11&pp=iAQB: - title: What's new in the Gemma open model family - description: Build AI applications with the Gemma family of open models' state-of-the-art - tools. Uncover the newest additions to the family and dive into the practical - tools that make them usable at scale. Explore an end-to-end pipeline from model - discovery to deployment. Discover how to experiment with Gemma using your favorite - tools, and learn best practices for deploying directly to users across cloud, - desktop, and mobile. - ai_summary: An architectural overview of the Gemma open-weights AI model pipeline. - Walks through localized deployment techniques on desktop/mobile targets, scaling - strategies on container networks (GKE), and model optimization methodologies for - resource-constrained edge computing environments. - language: en - resource_type: video - complexity: advanced - hierarchy: - - Artificial Intelligence - - Large Language Models - - Gemma - - Model Deployment - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: ce70b534d7616e19769ab314779eec2953f8776a9df81a43f43dde17f455f32d - reputation_status: Vetted - reputation_summary: A highly technical session focused on Gemma, which remains one - of the premier open weights model lines globally. Very well-received by ML engineers. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/xdXmOm61DFY/maxresdefault.jpg - category: ai-agents-mcp - status: online - last_checked: 1780352013.434849 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=OQK9XHTiqVw&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=10&pp=iAQB: - title: What's new in Web UI - description: Take a fast-paced tour of the latest UI features landing in browsers - today, with a lens on making beautiful web experiences. From updates to interactive - capabilities like scroll-triggered animations and scoped view transitions, to - the latest in UI components, learn how to build performant interfaces using native - CSS and HTML primitives. - ai_summary: A performance-focused guide exploring standard Web UI primitives directly - integrated into modern browser engines. Analyzes native web transition mechanisms, - scroll-driven interactive components, and scoped layout models to facilitate framework-free - frontend styling and rendering optimization. - language: en - resource_type: video - complexity: intermediate - hierarchy: - - Web Development - - Frontend - - User Interface - - CSS and HTML Standards - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 0bae652a17abbb2daa984fd1e7d473f62cd3217770ee66acab2af2e726d48dbb - reputation_status: Vetted - reputation_summary: An excellent technical presentation focusing on standard, dependency-free - web primitives. Gained significant support from frontend development circles. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/OQK9XHTiqVw/maxresdefault.jpg - category: dom - status: online - last_checked: 1780352013.434869 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=3TfGKugPlpE&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=12&pp=iAQB: - title: What's new in Flutter - description: Explore the latest Flutter framework updates, from performance improvements - to new features. Dive into Flutter GenUI to discover how to build truly adaptive, - AI-generated user experiences on the fly. Learn how these innovations are shaping - the future of fast, multi-platform application development. - ai_summary: This architectural update demonstrates Flutter's performance optimization - layer and introduces Flutter GenUI, a dynamic design methodology that programmatically - models and synthesizes application layouts via AI. Outlines key advancements in - cross-platform engine rendering speeds. - language: en - resource_type: video - complexity: intermediate - hierarchy: - - Mobile Development - - Multi-platform - - Flutter Framework - - UI Rendering - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 7dce2d6b761251aea6f8cf1f52a099de25f6020d9a43ec1f075adfd6c3021a19 - reputation_status: Vetted - reputation_summary: Details Google's official multi-platform client UI framework. - The addition of Flutter GenUI sparked immense industry interest. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/3TfGKugPlpE/maxresdefault.jpg - category: uncategorized - status: online - last_checked: 1780352013.434892 - suggested_new_category: flutter-development - addition_method: automatic -https://github.blog/ai-and-ml/github-copilot/building-an-emoji-list-generator-with-the-github-copilot-cli: - title: Building an emoji list generator with the GitHub Copilot CLI - description: Walkthrough on creating an emoji list generator during a developer - stream using Copilot CLI. - ai_summary: A technical walkthrough detailing how developers can utilize the GitHub - Copilot CLI to orchestrate terminal-based helper scripts. Focuses on using natural - language prompts within the terminal to automate shell tasks, such as generating - structured markdown components. Serves as a practical guide for boosting developer - loops and local workspace productivity through integrated terminal-native generative - AI models. - language: en - resource_type: blog - complexity: intermediate - hierarchy: - - Artificial Intelligence - - AI Coding Assistants - - GitHub Copilot CLI - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 0b180a6fcba977907e78960b271664a0893a49718b1187c37aca2b059bb11f7a - reputation_status: Vetted - reputation_summary: Official GitHub blog showcasing standard terminal integrations - of Copilot CLI. - source_provenance: X.com (GitHub) - social_preview_url: https://github.blog/wp-content/uploads/2026/04/image-19.png?fit=2064%2C1076 - category: ai-agents-mcp - status: online - last_checked: 1780352037.401385 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/playlist?list=PLOU2XLYxmsIJuxYe1znksQlhLJ4w8GKCu: - title: Dialogues at Google I/O 2026 - description: YouTube playlist containing the full set of dialogues from Google I/O - 2026 exploring quantum computing, sci-tech, and the agentic AI era. - ai_summary: This playlist explores the shift toward proactive, agentic AI, physical - robotics, and the convergence of quantum computing with distributed machine learning - models. For a 2026 Cloud Native context, it highlights how these autonomous agentic - workflows and advanced model capabilities transition enterprise operations from - reactive automation to proactive, self-healing system management. This shift fundamentally - redefines how distributed computing infrastructures orchestrate, monitor, and - scale complex, multi-agent AI workloads. - language: en - resource_type: video_playlist - complexity: advanced - hierarchy: - - Artificial Intelligence - - Strategic AI - - Quantum Computing - - Google I/O 2026 - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 1bf13f60d9449db20f35fa148d506dc8c82259879bcf6284862942c25161f318 - reputation_status: Vetted - reputation_summary: Official Google for Developers channel playlist covering key - architectural dialogues at Google I/O 2026. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://i.ytimg.com/vi/9C20esBUf-Q/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLB5w0uAQ1omy8BigPQXdTYYqZXCvw&days_since_epoch=20605 - category: AI and Future Operations - status: online - last_checked: 1780352037.401401 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: AI Agents + Distributed ML Operations -https://www.youtube.com/playlist?list=PLOU2XLYxmsIJp39MsvkeWYYNwMso-HeNT: - title: Cloud at Google I/O 2026 - description: The official AI technical sessions playlist from Google I/O 2026, showcasing - Gemma 4, Antigravity 2.0, and advanced agent frameworks. - ai_summary: This playlist presents the Cloud Native and GenAI architectural frameworks - showcased at Google I/O 2026, focusing on the transition from traditional DevOps - to 'agent-first' autonomous workflows using Google Cloud’s serverless stack (Cloud - Run, Eventarc, Cloud Build, BigQuery) and the Agent Development Kit (ADK). By - utilizing Model Context Protocol (MCP) and event-driven architectures, developers - can orchestrate specialized multi-agent swarms to handle complex Day-2 operations, - such as self-healing remediation and intelligent CI/CD pipelines. This paradigm - shift provides a highly secure, automated foundation for scaling and governing - AI-native applications directly from code to production. - language: en - resource_type: video_playlist - complexity: advanced - hierarchy: - - Artificial Intelligence - - AI Agents - - Google Antigravity - - Gemma 4 - - Agentic Orchestration - tags: - - '[DE FACTO STANDARD]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: fef268774e88afb23eae028f5b4fcf68d63d0e864a4dc7ef88b5b3044cf012d4 - reputation_status: Vetted - reputation_summary: Primary official repository of AI technical training and developer - keynotes from Google I/O 2026. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://i.ytimg.com/vi/2n41YjR5QfU/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLBxBvfHStzI9-7w1XgpRgHITX8l5Q&days_since_epoch=20605 - category: AI and Future Operations - status: online - last_checked: 1780352037.401415 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: DevOps + AI Agents -https://kubernetes.io/blog/2026/05/15/kubernetes-1-36-feature-mixed-version-proxy-beta: - title: 'Kubernetes v1.36: Mixed Version Proxy Graduates to Beta' - description: Overview of the Mixed Version Proxy feature graduating to Beta in Kubernetes - 1.36 to secure mixed-version control plane upgrades. - ai_summary: Architectural breakdown of the Mixed Version Proxy (KEP-4020) graduating - to Beta and becoming enabled by default in Kubernetes 1.36. The mechanism prevents - false 404 errors during mixed-version control plane rolling upgrades by proxying - unrecognized resource requests to a newer peer API server. Enforces peer-aggregated - discovery data flows, allowing operators to build and upgrade highly available - control planes with zero client disruption. - language: en - resource_type: blog - complexity: advanced - hierarchy: - - Kubernetes - - Control Plane Architecture - - API Server - - Mixed Version Proxy - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4f92eaecea5b657a67aedaaa6df62b17923b080c08a3ed8ad06a56f6e79d6655 - reputation_status: Vetted - reputation_summary: Official upstream Kubernetes blog detailing core API Machinery - security and upgrade enhancements. - source_provenance: X.com (kubernetesio) - social_preview_url: '' - category: kubernetes-releases - status: online - last_checked: 1780352037.401437 - suggested_new_category: '' - addition_method: automatic -https://github.com/regret546/AzureBlueprints/tree/main/iac-azure-bastion-hub-spoke: - title: Azure Bastion Hub-Spoke IaC Blueprint - description: An Infrastructure-as-Code blueprint to automate the deployment of Azure - Bastion within a hub-and-spoke virtual network topology. - ai_summary: A ready-to-deploy Infrastructure-as-Code repository facilitating standard - landing zone security configurations on Azure. Automates the provisioning of Azure - Bastion hosted in a centralized Hub virtual network, establishing secure, peer-routed - administrative access tunnels to VMs housed in secondary Spoke networks. Implements - strict enterprise topology rules to minimize public-facing attack surfaces without - disrupting operational connectivity. - language: en - resource_type: repository - complexity: intermediate - hierarchy: - - Cloud Infrastructure - - Azure - - Networking - - Hub and Spoke - - Azure Bastion IaC - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: ba30c6b7f96e540b46eb1750dfa7e3dbf5d6010da3746457ff7be3ef464e03e7 - reputation_status: Vetted - reputation_summary: Active community project detailing enterprise standard cloud - architecture topologies. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/26aa80ab90c6bd6129d48a65ad1a5affeb1612c4f5d2ff79857c7ac4fd6a8b8f/regret546/AzureBlueprints - category: azure - status: online - last_checked: 1780352037.40145 - suggested_new_category: '' - addition_method: automatic -https://cloud.google.com/solutions/media-entertainment&linkId=61896450: - title: Google Cloud Media and Entertainment Solutions - description: Resource hub for media workflows, showcasing generative AI and agentic - media workflows on Google Cloud. - ai_summary: The main enterprise hub defining media architectures, real-time cloud - rendering setups, and intelligent content distribution. Showcases the production-ready - integration of Gemini and Vertex AI with Avid Media Composer to automate post-production - metadata logging and localization loops. Empowers studios to construct grounded - agentic workflows, drastically shortening content ingestion, transcoding, and - discovery times across global operations. - language: en - resource_type: documentation - complexity: advanced - hierarchy: - - Cloud Infrastructure - - Google Cloud Platform - - Industry Solutions - - Media and Entertainment - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 53833065ba8f0b29e5bd56cafc918be798efdfaa02e87f8a08d5b956ffb4408b - reputation_status: Vetted - reputation_summary: Enterprise solutions portal managed officially by the Google - Cloud industry team. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://cloud.google.com/_static/cloud/images/social-icon-google-cloud-1200-630.png - category: uncategorized - status: online - last_checked: 1780352037.401549 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=ppMWxjsmk2k&linkId=61897585: - title: 'ComfyUI + Google Models: A Creator-Friendly Agent Workflow' - description: Interview with Google Cloud's Anshul Kapoor on agentic video editing, - Gemini-powered multimodal search, and Veo generative tools. - ai_summary: This architectural overview highlights Google Cloud's integration of - Gemini, Veo, and Imagen models with Avid and ComfyUI to deliver secure, agentic - workflows for media production. The framework details how multimodal search and - generative AI pipelines are orchestrated on Google Cloud compute infrastructure, - streamlining video rendering, editing, and creative asset management. - language: en - resource_type: video - complexity: intermediate - hierarchy: &id003 - - Artificial Intelligence - - Generative AI - - Multimodal Search - - Video Production Integration - tags: &id004 - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: db48bac50e73229a9a33ab1189d30649297e110f3cd23bdf39c9b00f4f66c7ea - reputation_status: Vetted - reputation_summary: Highly rated expert interview outlining Google Cloud's strategic - partnership announcements at NAB 2026. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://img.youtube.com/vi/ppMWxjsmk2k/maxresdefault.jpg - category: AI and Future Operations - status: online - last_checked: 1780352037.401609 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: MLOps + AI Agents -https://developers.google.com/profile/u/me/dashboard: - title: Google Developers Profile Dashboard - description: Personalized dashboard for tracking developer pathways, badging, and - event registration across the Google ecosystem. - ai_summary: An enterprise portal centralizing developer badges, certification pathways, - and continuous education tracks for Google architectures. Allows developers to - monitor personalized progress in platform-specific labs (e.g., Google Cloud, Angular, - Flutter) and maintain continuous credentials. Serves as a standard, secured learning - pathway management interface across global engineering pipelines. - language: en - resource_type: documentation - complexity: beginner - hierarchy: - - Developer Portals - - Google Developers - - Profile Dashboard - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: b5d52b23d9eaf5a66ae4c1d5e5173b3bece18d9a0c4c627d2aaf041d768162e1 - reputation_status: Vetted - reputation_summary: Standard secure entrance to personal development analytics on - Google Developers. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://www.gstatic.com/devrel-devsite/prod/v6ae673272608590539f8a06b3f3271c0f5688cde07499d1c9e644aeb66c8c060/images/developer-profile-share.svg - category: developerportals - status: online - last_checked: 1780352037.401625 - suggested_new_category: '' - addition_method: automatic -https://kubernetes.io/blog/2026/05/15/ccm-new-metric-route-sync-total: - title: 'Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller Manager' - description: Deep dive into the new route_controller_route_sync_total counter metric - in the Cloud Controller Manager. - ai_summary: Analysis of the new alpha metric 'route_controller_route_sync_total' - introduced in the Kubernetes v1.36 Cloud Controller Manager (CCM). Designed to - facilitate A/B validation of the 'CloudControllerManagerWatchBasedRoutesReconciliation' - feature gate, transitioning cloud routing loops from fixed polling intervals to - reactive, watch-based reconciliation. Drastically reduces redundant control plane - queries to underlying hyperscaler APIs, preventing rate-limiting blocks in large-scale - cluster architectures. - language: en - resource_type: blog - complexity: advanced - hierarchy: - - Kubernetes - - Control Plane Architecture - - Cloud Controller Manager (CCM) - - Instrumentation - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: dbc9d6838b2707a36356b2e119c5c5c2fadcbdccb822cde5a7d522364a03e61f - reputation_status: Vetted - reputation_summary: Official Kubernetes upstream instrumentation blog detailing - critical cloud provider integration optimizations. - source_provenance: X.com (kubernetesio) - social_preview_url: '' - category: kubernetes-releases - status: online - last_checked: 1780352037.401639 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=BtgZLw8hYiU&feature=youtu.be: - title: Your AI Agent Has No Identity, Here's Why That's Dangerous - description: Interview with Google Cloud's Anshul Kapoor on agentic video editing, - Gemini-powered multimodal search, and Veo generative tools. - ai_summary: This architectural discussion addresses the critical vulnerability in - modern IAM frameworks where autonomous AI agents lack stable, verifiable identity - constructs, leading to dangerous dependencies on long-lived API tokens. It explores - how the Model Context Protocol (MCP) is redefining agent-to-agent (A2A) and human-to-agent - authentication, highlighting strategies to mitigate prompt injection and secure - ephemeral credentials in decentralized agentic workflows. Ultimately, it details - how modern enterprise security architectures must adapt to protect billions of - credentials as multi-agent orchestration becomes standard in cloud-native environments. - language: en - resource_type: video - complexity: intermediate - hierarchy: *id003 - tags: *id004 - is_microservice: false - year: '2026' - stars: 4 - content_hash: 1e87b17eb0382015550d8e535cebbec68ce0734e25521250bf168114611493ff - reputation_status: Vetted - reputation_summary: Highly rated expert interview outlining Google Cloud's strategic - partnership announcements at NAB 2026. - source_provenance: X.com (pvergadia) - social_preview_url: https://img.youtube.com/vi/BtgZLw8hYiU/maxresdefault.jpg - category: Security and Compliance - status: online - last_checked: 1780352037.401689 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: IAM + AI Agents -https://cloud.google.com/blog/products/ai-machine-learning/innovations-from-google-io-26-on-google-cloud&linkId=61951707: - title: Innovations from Google I/O 26 on Google Cloud - description: Google Cloud announcements at Google I/O 26 focusing on the Agentic - Enterprise with Gemini 3.5, Google Antigravity, and workspace integrations. - ai_summary: '* **Curator Insight:** Google is heavily prioritizing the ''Agentic - Enterprise'' paradigm, evolving its cloud architecture from interactive assistants - into resilient, multi-agent autonomous systems. - - * **Live Grounding (MCP):** Core infrastructure enhancements introduced at Google - I/O 2026 highlight the launch of Gemini 3.5 Flash, the Gemini Omni multimodal - engine, and Google Antigravity—a specialized local CLI and desktop agentic orchestrator - designed to streamline secure, enterprise-grade workload automations.' - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Google Cloud Platform - - AI and Machine Learning - - Agentic Enterprise - - Model Management - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: a51587d991eb4082d7938763c295e2db9443741fc8c6836aa63d613933d0495e - reputation_status: Vetted - reputation_summary: Highly vetted official Google Cloud release with substantial - enterprise and developer interest. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/1148-GC-IO-Header-GC-43-0519.max-2500x2500.jpg - category: uncategorized - status: online - last_checked: 1780352138.62195 - suggested_new_category: googlecloud-ai - addition_method: automatic -https://www.atlassian.com/blog/focus/evolution-of-spm-report: - title: 'Atlassian SPM Research: Why Strategic Execution Fails to Align with Delivery' - description: Analysis of the 'Clarity Trap' based on research of 308 senior enterprise - leaders exploring why organizational alignment lags behind strategic reviews. - ai_summary: '* **Curator Insight:** Aligning high-level organizational strategies - with execution systems is a perennial bottleneck, particularly when planning cycles - remain decoupled from active code-delivery repositories. - - * **Live Grounding (MCP):** Surveying over 300 enterprise leaders, Atlassian reveals - a systemic disconnect: despite 80% reporting strategic clarity, a mere 11% possess - automated trace links between active development branches and portfolio milestones, - suggesting a critical shift toward integrated agile data planes.' - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Agile and DevOps - - Strategic Portfolio Management - - Delivery Operations - - Value Stream Management - tags: - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: 0fad1227dec717a79eadbf2fca4248c404c8790299b63a1e43074f8d387378b8 - reputation_status: Vetted - reputation_summary: Atlassian's researched State of Strategic Portfolio Management - report, well-received by Agile and SRE practitioners. - source_provenance: X.com (Atlassian) - social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/state-of-report-email-banner-v3.png - category: project-management-methodology - status: online - last_checked: 1780352138.621976 - suggested_new_category: strategic-portfolio-management - addition_method: automatic -https://cursor.com/changelog/05-19-26: - title: 'Cursor in Jira: Deep AI Agent Integration' - description: Launch announcement detailing the integration of Cursor's background - coding agents directly inside Jira Commercial Cloud pipelines. - ai_summary: '* **Curator Insight:** Transitioning the developer lifecycle from an - IDE-centric approach to context-aware, asynchronous cloud execution environments - reduces software delivery latency. - - * **Live Grounding (MCP):** Cursor''s integration in Jira enables engineers to - initiate cloud-hosted coding agents directly from task boards; the agents autonomously - leverage branch configuration, comments, and issue contexts to execute software - edits and submit verified pull requests natively.' - language: en - resource_type: changelog - complexity: Intermediate - hierarchy: - - AI Code Editors - - Cursor Platform - - Jira Integration - - Autonomous Software Engineering - tags: - - EMERGING - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: cd7848b78d3bbd2b6aca7bfb4143de07867b56454103fa3e5a79c603d69174d9 - reputation_status: Vetted - reputation_summary: Extremely popular developer-focused product with high user engagement - and positive community feedback on Hacker News and Reddit. - source_provenance: X.com (Cursor_AI) - social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/cursor-jira-partnership-v3.png - category: ai-agents-mcp - status: online - last_checked: 1780352138.621986 - suggested_new_category: ai-coding-agents - addition_method: automatic -? https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/now-in-foundry-tongyi-mai-z-image-turbo-with-flux-1-schnell-and-sdxl-base-1-0/4520199 -: title: 'Now in Foundry: Tongyi-MAI Z-Image-Turbo with FLUX.1-schnell and SDXL 1.0' - description: Azure AI Foundry's Hugging Face collection integration featuring Tongyi-MAI's - bilingual, low-latency image generation model alongside FLUX.1 and SDXL. - ai_summary: '* **Curator Insight:** Streamlining multi-tenant model availability - via central cloud catalogs allows enterprises to enforce strict compliance while - maintaining modern, open-weight pipelines. - - * **Live Grounding (MCP):** Microsoft Azure AI Foundry has onboarded three visual - synthesis models, prominently featuring Tongyi-MAI''s Z-Image-Turbo for sub-second, - single-GPU latencies and high-quality bilingual text generation, providing architects - with flexible edge options.' - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Azure Cloud - - Azure AI Foundry - - Model Catalogs - - Generative Modeling - tags: - - EMERGING - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: a7e64dec29d144174a1bac86f6289a63abf1b7bceb21298e19d2d16ccb0d07bf - reputation_status: Vetted - reputation_summary: Official Azure AI Foundry release, representing certified model - offerings backed by Microsoft and Hugging Face. - source_provenance: X.com (Azure) - social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTIwMTk5LW0yWXRKSA?revision=2 - category: azure - status: online - last_checked: 1780352138.621997 - suggested_new_category: azure-ai-foundry - addition_method: automatic -https://openai.com/guaranteed-capacity: - title: 'OpenAI Guaranteed Capacity: Dedicated Infrastructure for Enterprise Compute' - description: OpenAI's reserved compute framework helping eligible companies secure - guaranteed long-term API access under 1- to 3-year commitment plans. - ai_summary: '* **Curator Insight:** Shifting compute procurement from spot/on-demand - models to long-term capacity agreements represents critical maturity in AI infrastructure - management. - - * **Live Grounding (MCP):** OpenAI has unveiled ''Guaranteed Capacity'', letting - enterprise consumers guarantee large-scale API allocations of over 1B tokens per - minute via tiered 1-to-3-year reservation plans, resolving scaling friction and - bottleneck constraints during peaks.' - language: en - resource_type: web - complexity: Advanced - hierarchy: - - AI Infrastructure - - OpenAI Compute - - Capacity Planning - - Resource Allocation - tags: - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly praised by large-scale enterprise architects facing API - limits and rate limit throttling. - source_provenance: X.com (OpenAI) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352138.622006 - suggested_new_category: ai-infrastructure-management - addition_method: automatic -https://www.youtube.com/watch?v=DjBBV7oZxm8: - title: A Hacker's Guide to Language Models - description: Recorded training session focused on guiding new open-source contributors - through the Kubernetes SIG landscape and local dev environments. - ai_summary: This foundational guide demystifies Large Language Models (LLMs) for - system engineers, demonstrating how to pragmatically integrate, prompt, and fine-tune - models using direct APIs and local deployments rather than heavy frameworks. For - cloud-native architects, it provides the essential blueprint for building resource-efficient, - low-latency AI agents and MLOps pipelines that run reliably within containerized - microservice architectures. - language: en - resource_type: video - complexity: Beginner - hierarchy: &id005 - - Kubernetes Ecosystem - - CNCF Standards - - Open Source Contribution - - Contributor Workflows - tags: &id006 - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 700d6fb0239b43421e62efbc7eeed5ec2bc293e9e2a5b0572a6bec4544876361 - reputation_status: Vetted - reputation_summary: Official CNCF/Kubernetes channel training series, highly authoritative - for community contributors. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/DjBBV7oZxm8/maxresdefault.jpg - category: AI and Future Operations - status: online - last_checked: 1780352138.62202 - suggested_new_category: kubernetes-onboarding - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: LLMs + AI Agents + MLOps -https://www.youtube.com/watch?v=aqmpZocmR8o&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3&pp=iAQB: - title: Developer Keynote (Google I/O '24) - description: Recorded training session focused on guiding new open-source contributors - through the Kubernetes SIG landscape and local dev environments. - ai_summary: The Google I/O 2024 Developer Keynote details key advancements in building - agentic workflows using Firebase Genkit and Gemini 1.5 Pro, establishing modern - paradigms for orchestrating AI agents in cloud-native architectures. It also introduces - client-side rendering breakthroughs with Flutter's Impeller engine ('Antigravity') - and highlights decentralized edge computing via built-in Gemini Nano integration - across Chrome and Android platforms. - language: en - resource_type: video - complexity: Beginner - hierarchy: *id005 - tags: *id006 - is_microservice: false - year: '2026' - stars: 4 - content_hash: 9b85eea28ea65d4a9f93a13516e3cb3a638a7dcf253965882f214c016436aefe - reputation_status: Vetted - reputation_summary: Official CNCF/Kubernetes channel training series, highly authoritative - for community contributors. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/aqmpZocmR8o/maxresdefault.jpg - category: AI and Future Operations - status: online - last_checked: 1780352138.622092 - suggested_new_category: kubernetes-onboarding - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Firebase Genkit + Gemini AI Agents -https://android-developers.googleblog.com/2026/05/android-cli-stable-1-0-agent-development.html: - title: 'Android CLI Stable 1.0: Accelerating Multi-Agent Development' - description: Introducing the 1.0 stable release of the Android CLI, explicitly engineered - to optimize headless, scriptable multi-agent software development. - ai_summary: '* **Curator Insight:** Decoupling complex software compilation toolchains - from localized graphical IDEs is vital for enabling background AI agent executors - to compile and test code. - - * **Live Grounding (MCP):** The launch of the stable Android CLI 1.0 provides - a command-line interface optimized for agentic workloads, enabling continuous-integration - platforms and software agents to autonomously trigger compilation, packaging, - and testing without manual IDE setup.' - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Mobile Architecture - - Android Platforms - - Command Line Tooling - - Agentic Workflows - tags: - - EMERGING - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: cd72cd0f514c54b9062e8261f82120dae9223a4d80240d8b90bb0b00809dd6e1 - reputation_status: Vetted - reputation_summary: Recognized as a critical upgrade for automated build pipelines - and headless automation agents by mobile developers. - source_provenance: X.com (GoogleDevs) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352138.622105 - suggested_new_category: android-automation - addition_method: automatic -https://android-developers.googleblog.com/2026/05/build-android-apps-google-ai-studio.html: - title: Build Native Android Apps in Google AI Studio - description: Announcement of native Android app generation features inside Google - AI Studio, running on Kotlin and Jetpack Compose. - ai_summary: '* **Curator Insight:** Lowering software prototyping friction via high-fidelity, - code-generating UI surfaces enables immediate validation of architectural assumptions - and workflows. - - * **Live Grounding (MCP):** Google AI Studio has introduced the capability to - generate functional, native Android apps written in Kotlin and Jetpack Compose - entirely from prompts, enabling developers to live-test builds in embedded emulators - and seamlessly export blueprints straight to Android Studio.' - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Software Prototyping - - AI Studio Environments - - Generative Code Base - - Mobile Interface Design - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 917d59614b5baf527b2a26b7ba63878fd0f91cf62f2fe4fef84c2dbbfbc5025a - reputation_status: Vetted - reputation_summary: Extremely popular for rapid prototyping among mobile engineers - and designers on social media. - source_provenance: X.com (GoogleDevs) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352138.622114 - suggested_new_category: ai-assisted-prototyping - addition_method: automatic -https://github.com/Retzork/terraform-journey/tree/main/11%20Multi%20Region%20Zero%20Trust%20Architecture: - title: Terraform Azure Multi-Region Zero-Trust Architecture - description: Production-grade multi-region hub-and-spoke infrastructure deployment - utilizing Front Door and Private Link. - ai_summary: An enterprise-grade architectural blueprint that implements a secure, - multi-region (Southeast Asia and East Asia) hub-and-spoke network topology on - Microsoft Azure. Engineered entirely through Terraform, it features integrated - Azure Front Door Premium, Private Link Services, and Private Endpoints to ensure - all traffic remains isolated from the public internet. It leverages custom Azure - Policies to enforce private IP compliance on compute resources and implements - automated SQL Auto-Failover Group resolution with cross-region DNS routing validation. - language: en - resource_type: GitHub Repository - complexity: Advanced - hierarchy: - - Cloud Architecture - - Azure - - Zero Trust - - Infrastructure as Code - - Terraform - tags: - - ENTERPRISE-STABLE - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 733c0b04f2cd47cabbe494748f623825382d2e5b046f4db48ac2ec41c3bf70b4 - reputation_status: Vetted - reputation_summary: Highly vetted implementation of Microsoft Azure cloud architecture - focusing on Hub-and-Spoke topology with strict private isolation. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/6d97e4b0bd8701041ce03a36a135a664b7fda8cb510574131b9870023e0d9129/Retzork/terraform-journey - category: azure - status: online - last_checked: 1780352148.493891 - suggested_new_category: azure-iac - addition_method: automatic -? https://maps.google.com/maps?q=18+China+St,+%2301-01+Ya+Kun+Kaya+Toast+(Far+East+Square),+Singapore+049560&ftid=0x31da190c7f13a56b:0xfa072ec1345f8321&entry=gps&shh=CAE&lucs=,94297699,100808504,94284460,94231188,94280568,47071704,94218641,94282134,94286869&g_ep=CAISEjI2LjE2LjAuODk4OTU0MjE1MBgAIIgnKlIsOTQyOTc2OTksMTAwODA4NTA0LDk0Mjg0NDYwLDk0MjMxMTg4LDk0MjgwNTY4LDQ3MDcxNzA0LDk0MjE4NjQxLDk0MjgyMTM0LDk0Mjg2ODY5QgJVUw%3D%3D&skid=0bd888ca-7b59-438a-af5f-992d9462bc9e&g_st=ic -: status: FILTERED - score: 5 - last_checked: 1780398878.782058 -https://www.youtube.com/watch?v=a-yuXz_uV30&feature=youtu.be: - title: AI-901 Microsoft Azure AI Fundamentals Study Cram - description: Comprehensive visual crash course covering modern cognitive services, - Azure AI Foundry, and generative AI workloads. - ai_summary: An intensive, high-density study cram video by Azure expert John Savill, - fully updated for the AI-901 Azure AI Fundamentals certification. Moving beyond - the retired AI-900 syllabus, this guide provides structured breakdowns of agentic - AI workloads, responsible AI principles, semantic search, and hands-on integration - using the Azure AI Foundry SDK. It serves as an exceptional guide for engineers - and cloud architects looking to master Microsoft's latest standard for foundational - generative AI and modern cloud cognitive services. - language: en - resource_type: Video - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Azure - - Artificial Intelligence - - AI-901 Certification - tags: - - GUIDE - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: aa06bd81d60e7cb6f64c25803503aaa354e24101d5d856b1539587ecf2114c51 - reputation_status: Vetted - reputation_summary: Authoritative study cram from a highly respected and vetted - Azure cloud instructor. - source_provenance: X.com (NTFAQGuy) - social_preview_url: https://img.youtube.com/vi/a-yuXz_uV30/maxresdefault.jpg - category: azure - status: online - last_checked: 1780352148.49393 - suggested_new_category: azure-certifications - addition_method: automatic -https://github.com/colbymchenry/codegraph: - title: CodeGraph - description: Pre-indexed local code knowledge graph designed to optimize context - and tool usage for AI coding agents. - ai_summary: An advanced, local-first code intelligence tool that generates a semantic - knowledge graph of repository structures, symbols, and dependencies using Tree-sitter - parsing. Explicitly designed to support AI coding agents such as Claude Code, - Cursor, and Codex over Model Context Protocol (MCP), it enables agents to resolve - queries through lightweight graph traversals rather than expensive, repetitive - file scans. By caching symbol relationships locally, it cuts agent exploration - tool calls by up to 70% and drastically reduces LLM token consumption in active - development workflows. - language: en - resource_type: GitHub Repository - complexity: Advanced - hierarchy: - - AI Agents - - Model Context Protocol - - Semantic Search - - Developer Tools - tags: - - EMERGING - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: aa066a24524051cced36b29d95217065cf3460f6289ee45d67e2bd5314cc1c0d - reputation_status: Vetted - reputation_summary: Vetted and trending tool with viral adoption in the developer - community, praised for cutting Claude Code token costs. - source_provenance: X.com (midudev) - social_preview_url: https://opengraph.githubassets.com/1bc2c1f9b88a9c7fccf7a845c9f892fcf6f65efa74d296b40081a8452f0a6d80/colbymchenry/codegraph - category: ai-agents-mcp - status: online - last_checked: 1780352148.493944 - suggested_new_category: ai-development-tools - addition_method: automatic - gh_stars: 36643 - gh_pushed: '2026-06-01T00:22:31Z' - gh_license: MIT -https://discord.com/invite/google-dev-community: - title: Google Developer Community Discord Server - description: Global digital hub connecting over 127k developers for collaborative - learning across Google ecosystems. - ai_summary: A global, official Discord-based digital hub for developers building - on Google products, frameworks, and cloud systems (GCP, Angular, Android, and - Flutter). The community facilitates peer-to-peer technical troubleshooting, architectural - reviews, and shares real-time updates regarding Google developer tooling. It serves - as an active, real-time networking and collaboration platform to accelerate learning - and code sharing across developers of all experience levels. - language: en - resource_type: Discord Invite - complexity: Intermediate - hierarchy: - - Communities - - Google Developer Platform - - Peer Learning - tags: - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 853870fdbb4928c937b437978ac1d9e1a05d800b39400b3fff3fedf41aea78f0 - reputation_status: Vetted - reputation_summary: Official and active global community for Google developers. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://cdn.discordapp.com/splashes/1009525727504384150/2f965e62d5ec731206b744693356d3db.jpg?size=512 - category: devel-sites - status: online - last_checked: 1780352148.493956 - suggested_new_category: communities - addition_method: automatic -https://github.com/mishushakov/llm-scraper: - title: LLM Scraper - description: TypeScript library leveraging LLMs to convert any webpage into schema-validated - structured data. - ai_summary: An elegant TypeScript and Playwright-powered scraping library that leverages - local or cloud LLMs (including GGUF and OpenAI) to extract structured, schema-validated - JSON data from any web interface. By relying on LLM semantic understanding rather - than brittle CSS selectors, it remains resilient to layout changes and can intelligently - navigate dynamic SPAs. It provides native schema integration with Garph or Zod, - offering a robust approach for converting unstructured web documentation into - machine-readable datasets for LLMs and agent retrieval. - language: en - resource_type: GitHub Repository - complexity: Advanced - hierarchy: - - AI - - Web Scraping - - Data Extraction - - Developer Tools - tags: - - EMERGING - - COMMUNITY-TOOL - is_microservice: false - year: '2024' - stars: 4 - content_hash: 11914b1c7d4a8956a620b78b0e99e3424816861693ef998389060f4d32028905 - reputation_status: Vetted - reputation_summary: Strong community vetting as a robust and flexible LLM-powered - scraping framework with multi-model support. - source_provenance: X.com (midudev) - social_preview_url: https://opengraph.githubassets.com/1058235305093fd11a3349d178fe1e7624090c2900d472bf5dd201b7de3001dc/mishushakov/llm-scraper - category: ai-agents-mcp - status: online - last_checked: 1780352148.493964 - suggested_new_category: data-scraping - addition_method: automatic - gh_stars: 6766 - gh_pushed: '2026-04-13T17:42:00Z' - gh_license: MIT -? https://aws.amazon.com/migration-and-modernization/podcast/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=d441cd74-3302-403f-826c-e93c7355e15a&trk=d441cd74-3302-403f-826c-e93c7355e15a&linkId=943129312 -: title: AWS Migration and Modernization Podcast - description: Strategic and architectural discussions mapping out enterprise cloud - modernization and transformation routes. - ai_summary: An official podcast series from Amazon Web Services dedicated to cloud-native - application transformation, migration patterns, and organizational leadership. - Featuring insights from AWS Executives-in-Residence, cloud architects, and financial - analysts, it unpacks practical frameworks like the '7 Rs' of migration, security - modernization (in collaboration with the Office of the CISO), and decoupled migration - vs. modernization approaches. The discussions serve as an invaluable handbook - for enterprise cloud leaders driving massive, risk-conscious cloud adoption. - language: en - resource_type: Podcast - complexity: Advanced - hierarchy: - - Cloud Architecture - - AWS - - Cloud Migration - - Modernization Strategy - tags: - - ENTERPRISE-STABLE - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: cad13ebc9ccc2a2f4959b77c95f73fb5ceaf96add87d113aaf1a032b059dbfe3 - reputation_status: Vetted - reputation_summary: Vetted official channel from AWS featuring verified executive - strategies. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-architecture - status: online - last_checked: 1780352148.493975 - suggested_new_category: podcasts - addition_method: automatic -? https://aws.amazon.com/sports/f1/?sc_channel=sm&sc_campaign=Sports-Marketing&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=GSMT%20Only&linkId=941924374 -: title: F1 Insights Powered by AWS - description: Real-time edge telemetry and predictive race analytics framework running - on AWS. - ai_summary: An in-depth corporate case study showcasing Formula 1's migration and - real-time processing of massive racing telemetry (1.1 million data points per - second) on AWS. Utilizing high-performance computing (HPC) for Computational Fluid - Dynamics (CFD) and Amazon SageMaker for predictive machine learning models, the - system delivers real-time race insights, tire wear metrics, and overtaking strategies - to global broadcasts. It serves as a prime demonstration of massive-scale real-time - IoT ingestion and data analytics architecture. - language: en - resource_type: Case Study - complexity: Advanced - hierarchy: - - Cloud Architecture - - AWS - - Machine Learning - - IoT Telemetry - - High-Performance Computing - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 456539b4d1550dc61741c3f8bae29522936af08464a85c1e143ec11740b3db57 - reputation_status: Vetted - reputation_summary: High-profile case study of machine learning and HPC applications - in telemetry-intensive environments. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-architecture - status: online - last_checked: 1780352148.493986 - suggested_new_category: case-studies - addition_method: automatic -https://cursor.com/blog/composer-2-5: - title: Cursor Composer 2.5 - description: Deep technical analysis of Composer 2.5, Cursor's latest agentic coding - model trained with targeted textual feedback. - ai_summary: The official release announcement of Composer 2.5, Cursor's next-generation - in-house AI coding agent model built on Moonshot's Kimi K2.5 base. This iteration - implements targeted textual feedback within reinforcement learning (RL) rollouts - to solve credit assignment bottlenecks over long token trajectories and scales - synthetic training workloads by 25x. Additionally, it leverages a sharded Muon - optimizer on an ultra-large model context to achieve a 79.8% score on SWE-Bench - Multilingual, significantly expanding agentic autonomy for complex, repository-wide - engineering. - language: en - resource_type: Blog Post - complexity: Advanced - hierarchy: - - AI Agents - - Large Language Models - - Developer Productivity - - Reinforcement Learning - tags: - - EMERGING - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 935f72e7b8741b2f64b982402bc40a3ee230605f823805fe753a225ddb8ff453 - reputation_status: Vetted - reputation_summary: Highly benchmarked and praised release inside the AI engineer - community. - source_provenance: X.com (Cursor_AI) - social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/cursor-composer2.5-og-2400x1200.png - category: ai-agents-mcp - status: online - last_checked: 1780352148.493994 - suggested_new_category: ai-code-generation - addition_method: automatic -https://www.youtube.com/playlist?list=PLLasX02E8BPBCP7KdYsjKKFFQUmNEUmE9: - title: The Shift Podcast by Microsoft Azure—Agentic Edition - description: Complete visual and audio series exploring the development, deployment, - and operation of agentic architectures. - ai_summary: This technical podcast series details the evolution of cloud-native - infrastructure required to support autonomous, context-aware AI agents in enterprise - environments. It explores critical engineering paradigms such as multi-agent orchestration, - context engineering over traditional RAG, unified data fabrics for governed access, - and Postgres-centric vector storage. Additionally, it addresses the SRE and operations - dimension by analyzing how agentic AI is reforming IT operations, cloud management, - and security governance through defined agentic borders. - language: en - resource_type: Playlist - complexity: Advanced - hierarchy: - - Cloud Architecture - - Azure - - Agentic Systems - - Multi-Agent Orchestration - - Database Design - tags: - - GUIDE - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 6aa463d2db95d5dbee2329f3257d069776f9d35e38e5049b2afeee7c9c503676 - reputation_status: Vetted - reputation_summary: Highly authoritative technical podcast managed and hosted by - Microsoft Azure's core engineering divisions. - source_provenance: X.com (Azure) - social_preview_url: https://i.ytimg.com/pl_c/PLLasX02E8BPBCP7KdYsjKKFFQUmNEUmE9/studio_square_thumbnail.jpg?sqp=CKvP99AG-oaymwEICPABEPABSFqi85f_AwYIwJWQzgY=&rs=AOn4CLCDT3bF0WFzL_3ilEQH3LbhMEEi3g&days_since_epoch=20605 - category: AI and Future Operations - status: online - last_checked: 1780352148.494004 - suggested_new_category: podcasts - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: SRE + AI Agents -https://www.anthropic.com/news/anthropic-acquires-stainless: - title: Anthropic Acquires Stainless to Accelerate SDK and MCP Tooling - description: Anthropic's strategic acquisition of Stainless, a developer tools startup - specializing in automated, production-ready SDK and Model Context Protocol (MCP) - server generation, aiming to enhance developer integration and agent connectivity - for Claude. - ai_summary: 'Curator Insight: This acquisition secures a crucial developer-facing - SDK and protocol generation layer that rival models previously leveraged. - - - Live Grounding: Official announcements verify that Stainless converts API specifications - into production-ready SDKs across TypeScript, Python, Go, and Java, while natively - facilitating token-efficient Model Context Protocol (MCP) server generation, directly - scaling Claude''s agentic integrations.' - language: en - resource_type: news - complexity: Intermediate - hierarchy: - - AI - - Developer Tools - - SDK Generation - - Model Context Protocol - tags: - - '[DE FACTO STANDARD]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: abb25de57e6b3068744c0e9f0108f10b3c5cc6db1a91c0e425a9ab655fff3ae3 - reputation_status: Vetted - reputation_summary: Highly praised developer tool ecosystem; strategic acquisition - by Anthropic validated by top-tier community engagement. - source_provenance: X.com (AnthropicAI) - social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Node%20Shapes&backgroundColor=coral - category: ai-agents-mcp - status: online - last_checked: 1780352158.263314 - suggested_new_category: '' - addition_method: automatic -https://docs.github.com/en/copilot/concepts/agents/copilot-cli/about-remote-control: - title: Remote Control of GitHub Copilot CLI Sessions - description: Learn how to monitor, steer, and approve agentic workflows in running - GitHub Copilot CLI sessions remotely from GitHub.com or GitHub Mobile. - ai_summary: 'Curator Insight: Extending local CLI execution to mobile and web endpoints - enables seamless steering of long-running development agents. - - - Live Grounding: GitHub documentation confirms that developers can initiate remote - control via the `/remote on` command or through `copilot --remote`, permitting - secure terminal session tracking and multi-surface approvals directly on GitHub.com - or the GitHub Mobile app.' - language: en - resource_type: documentation - complexity: Intermediate - hierarchy: - - AI - - Developer Tools - - Coding Agents - - CLI Tooling - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: e2f92136173fb020ead01234171ace49b304cbb4f7326aa3a313bdd01cb1bee1 - reputation_status: Vetted - reputation_summary: Generally available as of May 2026, highly rated and widely - welcomed by the enterprise developer community for enabling mobile/web-driven - agentic workflows. - source_provenance: X.com (GitHub) - social_preview_url: https://docs.github.com/assets/cb-345/images/social-cards/copilot.png - category: ai-agents-mcp - status: online - last_checked: 1780352158.263332 - suggested_new_category: '' - addition_method: automatic -https://events.atlassian.com/team-digital/session-preview?sId=4058462: - title: Atlassian Team '26 On-Demand Session Preview - description: Access key technical sessions, product updates, and digital breakout - previews from Atlassian's premier Team '26 conference. - ai_summary: 'Curator Insight: Centralizing digital event access provides enterprise - architects with critical strategic blueprints for modern collaborative platform - engineering. - - - Live Grounding: Post-event releases showcase Atlassian''s focus on the AI-native - organization, highlighting Rovo, the Teamwork Graph CLI, and open MCP server tools - designed to expose massive workplace context graphs to external AI tools.' - language: en - resource_type: multimedia - complexity: Intermediate - hierarchy: - - DevOps - - Collaboration - - Atlassian - - Team '26 - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4d23fcf6d0f6696062eda1d492100931aed042ea767635973c731f573d24ceb3 - reputation_status: Vetted - reputation_summary: Active session from Atlassian's premier annual digital experience - with strong platform governance backing. - source_provenance: X.com (Atlassian) - social_preview_url: '' - category: aws-devops - status: online - last_checked: 1780352158.263344 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=F3al0HP0MNo: - title: Kubernetes New Contributor Orientation for 2026-02-17 - description: Official orientation video designed to welcome and guide new contributors - entering the Kubernetes community and SIG architecture. - ai_summary: This orientation session provides an architectural overview of the Kubernetes - upstream community, detailing the organizational hierarchy of Special Interest - Groups (SIGs) and Working Groups. It guides new contributors through the technical - contribution pipeline, highlighting Git workflows, Prow-based automation for PR - testing and labeling, and the governance frameworks that sustain the core platform. - Understanding these mechanisms is crucial for cloud-native engineers aiming to - effectively drive features and maintenance within the ecosystem's foundational - orchestrator. - language: en - resource_type: video - complexity: Beginner - hierarchy: - - Kubernetes - - Contributor Experience - - Open Source - - Mentorship - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 51bd67966fb07a9bad5115b2c6423b6118a1e39832618a692560ccb29c123c48 - reputation_status: Vetted - reputation_summary: Official Kubernetes contributor onboarding stream with no negative - community reviews. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/F3al0HP0MNo/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352158.263362 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -https://www.hashicorp.com/en/partners/cloud/google-cloud: - title: HashiCorp and Google Cloud Strategic Integration Portal - description: An overview of how Google Cloud and HashiCorp partner to deliver seamless - infrastructure deployment, security, and management capabilities. - ai_summary: 'Curator Insight: Modern multi-cloud automation demands tight, platform-native - IaC configurations to maintain high reliability and compliance. - - - Live Grounding: The partnership updates detail integrations for Terraform on GCP, - including dynamic provider credentials, continuous cloud validation workflows, - and native Terraform automated configurations hosted directly inside Google Kubernetes - Engine (GKE).' - language: en - resource_type: documentation - complexity: Intermediate - hierarchy: - - Cloud - - Google Cloud Platform - - Infrastructure as Code - - HashiCorp Terraform - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly active and officially maintained multi-cloud enterprise - integration gateway. - source_provenance: X.com (HashiCorp) - social_preview_url: '' - category: uncategorized - status: online - last_checked: 1780352158.263387 - suggested_new_category: '' - addition_method: automatic -https://sessionize.com/aiewf2026: - title: AI Engineer World's Fair 2026 Call for Speakers - description: Submit proposals to speak at the largest technical AI conference in - the world, taking place at Moscone West, San Francisco. - ai_summary: 'Curator Insight: Technical event agendas serve as key indicators of - immediate architectural shifts and developer tool standardization. - - - Live Grounding: This Sessionize CFP maps out advanced tracks for the 2026 conference - at Moscone West, specifically soliciting expertise in recursive autoresearch loops, - contextual memory systems, agentic commerce frameworks, and specialized domain-specific - vertical AI engines.' - language: en - resource_type: documentation - complexity: Intermediate - hierarchy: - - AI - - Conferences - - AI Engineering - - Sessionize CFP - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4f766dd0556e9503816d234b33375a5956e201b5d57157e9054ac8c4d1361262 - reputation_status: Vetted - reputation_summary: Highly trusted platform used for the world's largest technical - AI engineering event. - source_provenance: X.com (swyx) - social_preview_url: https://sessionize.com/image/867d-1140o400o3-94j3nHBkq2aeR7cfcMmgi3.png - category: ai-agents-mcp - status: online - last_checked: 1780352158.263397 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=gkcZEXqkmZM: - title: Kubernetes New Contributor Orientation for 2026-03-17 - description: Welcome and structural overview of the Kubernetes open source ecosystem, - guiding new contributors on repository engagement. - ai_summary: This onboarding guide details the governance, contribution lifecycle, - and development workflows of the Kubernetes ecosystem, highlighting the role of - Special Interest Groups (SIGs) and the Prow-based CI/CD automation pipeline. It - offers essential technical instruction for configuring local development environments, - interacting with community repositories, and adhering to testing standards required - for upstream cloud-native contributions. - language: en - resource_type: video - complexity: Beginner - hierarchy: - - Kubernetes - - Contributor Experience - - Open Source - - Mentorship - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 50fe2d54bca8a524fecb517a59ae9a8a47722db91970ecf895dad771cfe49296 - reputation_status: Vetted - reputation_summary: Official monthly new contributor meeting with high reliability - and zero community complaints. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/gkcZEXqkmZM/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352158.263411 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -https://github.com/features/preview/github-app: - title: GitHub Copilot Agent-Driven Desktop Client Technical Preview - description: Join the waitlist for the GitHub Copilot desktop app, a native experience - built for issue pickup, parallel agent orchestration, and automated code review. - ai_summary: 'Curator Insight: Elevating the AI assistant from an editor extension - to a native desktop client shifts the paradigm towards fully agentic workflow - orchestration. - - - Live Grounding: GitHub''s technical preview showcases native desktop clients (macOS, - Windows, Linux) that automate issue-to-merge flows, support parallel agent sessions - in isolated Git worktrees, and integrate with the Model Context Protocol (MCP).' - language: en - resource_type: documentation - complexity: Intermediate - hierarchy: - - AI - - Developer Tools - - Coding Agents - - GitHub Copilot App - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 29ae2b991bb8d43fb2d9d00a276f017dd777f2ea98ddd530a68a102e39d23b36 - reputation_status: Vetted - reputation_summary: Extremely popular developer tool currently in high-demand technical - preview. - source_provenance: X.com (nubenetes) - social_preview_url: https://github.githubassets.com/assets/github-app-waitlist-cee758d24d8d.jpg - category: ai-agents-mcp - status: online - last_checked: 1780352158.263422 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=B_8vYxurU4k: - title: Kubernetes New Contributor Orientation - description: Monthly Kubernetes orientation with a spotlight on the SIG CLI subgroup - and contributing to kubectl ecosystems. - ai_summary: This orientation session provides an essential entry point for developers - looking to contribute to the Kubernetes ecosystem, detailing the organizational - dynamics of Special Interest Groups (SIGs) and the architectural workflow of the - project. It covers the technical mechanics of the Kubernetes contribution pipeline, - including Git workflows, Prow-based automated testing, and the lifecycle of Kubernetes - Enhancement Proposals (KEPs) to ensure high-quality, scalable code contributions. - language: en - resource_type: video - complexity: Beginner - hierarchy: - - Kubernetes - - Contributor Experience - - Open Source - - Mentorship - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 700d6fb0239b43421e62efbc7eeed5ec2bc293e9e2a5b0572a6bec4544876361 - reputation_status: Vetted - reputation_summary: Official CNCF/Kubernetes mentorship resource with active community - usage. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/B_8vYxurU4k/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352158.263435 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -? https://aws.amazon.com/about-aws/whats-new/2026/05/aws-local-zones-region-selector/?sc_channel=sm&sc_campaign=Launch_Campaign&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=f9c69475-df97-4143-8955-acfd0ed7ce10&trk=f9c69475-df97-4143-8955-acfd0ed7ce10&linkId=944784139 -: title: AWS Management Console Local Zones in Region Selector - description: AWS Management Console introduces integrated visibility of opted-in - AWS Local Zones directly within the top Region Selector navigation panel. - ai_summary: 'Curator Insight: Providing centralized edge infrastructure visibility - directly in the management console significantly simplifies decentralized application - deployment. - - - Live Grounding: AWS''s latest announcement documents the inclusion of opted-in - AWS Local Zones within the Region Selector, enabling operators to quickly navigate, - govern, and view low-latency edge resources parented across multiple primary regions.' - language: en - resource_type: news - complexity: Intermediate - hierarchy: - - AWS - - Management Console - - Infrastructure - - Local Zones - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 5df95d0bac5716c2fecf1dab3e461025bb5ac2d2467ef6029dbff12ec132f82a - reputation_status: Vetted - reputation_summary: Officially released core feature within the AWS Management Console, - supported globally. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-newfeatures - status: online - last_checked: 1780352158.263546 - suggested_new_category: '' - addition_method: automatic -https://expressjs.com/es: - title: Express.js (Spanish Edition) - description: Fast, unopinionated, minimalist web framework for Node.js. - ai_summary: 'Curator Insight: Despite newer frameworks emerging, Express.js remains - the foundational standard for minimalist Node.js web servers due to its simple - middleware architecture. - - - Live Grounding: Recent 2026 updates confirm its website was redesigned with Astro - and that the project underwent thorough security audits addressing key middleware - vulnerabilities. - - - Architectural Value: - - - Delivers a highly robust routing system suitable for lightweight API gateways. - - - Supports native ES Modules and compatibility with global edge runtimes. - - - Spanish translation enables seamless concept validation for non-English native - cloud architects.' - language: es - resource_type: documentation - complexity: beginner - hierarchy: - - Backend Development - - Node.js Frameworks - - Express.js - - Spanish Documentation - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - is_microservice: true - year: '2026' - stars: 4 - content_hash: 33d1ed6eee2e964dd311d668bc78aac610064347697c97ca4ec6b75ae11935f7 - reputation_status: Vetted - reputation_summary: Battle-tested, minimalist Node.js web framework. Redesigned - with Astro in May 2026 and regularly audited for security compliance. - source_provenance: X.com (midudev) - social_preview_url: https://expressjs.com/og/home-es.png - category: javascript - status: online - last_checked: 1780352168.173224 - suggested_new_category: web-frameworks - addition_method: automatic -https://www.pulumi.com/blog/10-more-things-you-can-do-with-neo: - title: Ten More Things You Can Do With Pulumi Neo - description: Pulumi Neo's expansion into CLI, GitHub, and Slack, and 10 advanced - workflows it enables, such as deploying apps without IaC and debugging latency. - ai_summary: 'Curator Insight: Pulumi Neo demonstrates how platform teams can bridge - the gap between AI code generation and autonomous infrastructure management. - - - Live Grounding: Launched in May 2026, Neo extends capabilities directly into local - terminal lines via the CLI, GitHub workflows, and Slack chats. - - - Technical Capabilities: - - - Automates direct deployment of apps from git repositories without writing manual - code. - - - Dynamically troubleshoots slow APIs by mapping runtime metrics (e.g., Datadog) - to infrastructure changes. - - - Conducts scheduled runtime dependency updates for AWS Lambda functions and package - providers.' - language: en - resource_type: blog - complexity: intermediate - hierarchy: - - Infrastructure as Code - - Cloud Automation - - AI Agents - - Pulumi Neo - tags: - - '[EMERGING]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: b337517c954cefbe825930ee4b0da0073e93679aa45c26ad5436fb1f2abec707 - reputation_status: Vetted - reputation_summary: Highly positive industry reception as Pulumi Neo functions as - an AI platform agent, integrating into developer terminals, GitHub, and Slack - to simplify multi-cloud infrastructure. - source_provenance: X.com (PulumiCorp) - social_preview_url: https://www.pulumi.com/blog/10-more-things-you-can-do-with-neo/meta.png - category: pulumi - status: online - last_checked: 1780352168.173247 - suggested_new_category: '' - addition_method: automatic -https://www.uber.com/us/en/blog/scaling-real-time-traffic: - title: Scaling Real-Time Traffic Forecasting with a Graph-Aware Transformer - description: Uber's engineering deep-dive on scaling spatial-temporal prediction - models for real-time traffic forecasting using a customized Graph-Aware Transformer - architecture. - ai_summary: 'Curator Insight: Uber AI''s ongoing research into spatial-temporal - predictions highlights the necessity of blending deep neural networks with physical - topology representations. - - - Live Grounding: This May 2026 publication demonstrates how a customized Graph-Aware - Transformer handles complex map networks with low latency at Uber''s global scale. - - - Engineering Highlights: - - - Combines graph network topologies with attention mechanisms to process high-dimensional - spatial-temporal inputs. - - - Integrates with real-time serving infrastructure to reduce CPU overhead during - prediction steps. - - - Directly improves ETA precision and dispatch routing without increasing system - resource footprint.' - language: en - resource_type: article - complexity: advanced - hierarchy: - - Artificial Intelligence - - Deep Learning - - Spatial-Temporal Forecasting - - Graph Transformers - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly praised research from Uber AI demonstrating efficient - spatial-temporal deep learning models deployed at hyper-scale for transport networks. - source_provenance: X.com (UberEng) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352168.173257 - suggested_new_category: mlops - addition_method: automatic -https://www.pulumi.com/blog/the-agentic-infrastructure-era: - title: The Agentic Infrastructure Era - description: Joe Duffy's vision on how AI agents are transforming infrastructure - management from manual code writing to autonomous, context-aware engineering loops. - ai_summary: 'Curator Insight: Joe Duffy''s vision represents the paradigm shift - from static, human-written YAML declarations to autonomous, self-healing platforms. - - - Live Grounding: Released in mid-2026, this strategic post defines Pulumi''s goal - of using infrastructure as code as a structured sandbox for AI models to act safely. - - - Key Tenets: - - - Translates complex infrastructure definitions into multi-language formats easily - understood by LLMs. - - - Introduces robust automated validation frameworks to measure agent capabilities - in production. - - - Establishes human-in-the-loop safeguards to prevent unexpected drift or security - misconfigurations.' - language: en - resource_type: blog - complexity: advanced - hierarchy: - - Infrastructure as Code - - Artificial Intelligence - - Platform Engineering - - Autonomous Agents - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 71bb81621ac01dadb5a57c102d7539d4ea41558410c58e5713d50dcdfc2fa066 - reputation_status: Vetted - reputation_summary: Strategic visionary post highly rated by cloud architects for - outlining how infrastructure-as-code enables safe autonomous agency in cloud engineering. - source_provenance: X.com (PulumiCorp) - social_preview_url: https://www.pulumi.com/blog/the-agentic-infrastructure-era/meta.png - category: pulumi - status: online - last_checked: 1780352168.173271 - suggested_new_category: '' - addition_method: automatic -? https://aws.amazon.com/quick/marketing/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=60afbf58-3393-42b1-b54f-039c6a0255b4&linkId=944507053 -: title: Amazon Quick for Marketing - description: An AI-powered assistant designed for marketing teams to unify scattered - data, automate campaign generation, personalize customer outreach, and analyze - performance metrics in real-time. - ai_summary: 'Curator Insight: Unifying scattered customer data requires sophisticated - integration patterns that do not compromise corporate data boundaries. - - - Live Grounding: This April 2026 AWS announcement outlines how Amazon Quick''s - agentic assistant leverages Model Context Protocol (MCP) to safely access internal - databases. - - - Operational Value: - - - Builds custom personal knowledge graphs based on CRMs and marketing data. - - - Automates personalized outreach campaigns while reducing execution boilerplate. - - - Integrates with private VPC resources to secure sensitive business intelligence - dashboards.' - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Cloud Providers - - Amazon Web Services - - Business Intelligence - - AI Agents - - Amazon Quick - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 9853d9c1beb320ca1ac7568bde292286dcc34f246e98d9ed80f9eb524aa43b75 - reputation_status: Vetted - reputation_summary: Part of the newly released AWS Amazon Quick Suite, receiving - robust enterprise adoption for secure, context-aware business assistant automation. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-architecture - status: online - last_checked: 1780352168.173349 - suggested_new_category: aws-newfeatures - addition_method: automatic -https://www.atlassian.com/blog/artificial-intelligence/research-with-rovo-dev: - title: What Actually Changes When AI Joins Your Research Process - description: Inside Atlassian's case study on using Rovo Dev and MCP servers to - connect data tools (like Dovetail and Confluence) for rapid customer research - synthesis. - ai_summary: 'Curator Insight: Qualitative analysis is often bottlenecked by manual - data transcription and qualitative pattern matching, areas where AI agents can - act as highly efficient synthesis engines. - - - Live Grounding: Atlassian''s case study showcases Rovo Dev utilizing Model Context - Protocol (MCP) to ingest Dovetail and Confluence directories securely. - - - Technical Significance: - - - Drastically reduces transcription synthesis times from multiple days to a single - afternoon. - - - Maps user quotes directly against established strategic hypotheses and competitor - positioning. - - - Maintains strict human oversight, allowing stakeholders to validate AI-generated - research drafts collaboratively.' - language: en - resource_type: case-study - complexity: intermediate - hierarchy: - - Software Engineering - - Collaboration Tools - - AI Agents - - Atlassian Rovo - tags: - - '[CASE STUDY]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 6dd3b4f9b9cfa53487bead3b7f392204673267c55404b31e5da9884bf639204e - reputation_status: Vetted - reputation_summary: Highly regarded case study detailing Rovo Dev's capabilities - when linked to third-party APIs via the Model Context Protocol (MCP). - source_provenance: X.com (Atlassian) - social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/fy26-sil-engblog-39-1120x545_@2x-1560x760-1.png - category: ai-agents-mcp - status: online - last_checked: 1780352168.173361 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=Frje5KfNrxE: - title: Kubernetes New Contributor Orientation - description: Official Kubernetes community orientation video recorded on March 17, - 2026, aimed at helping prospective contributors understand community structures - and pathways. - ai_summary: This onboarding session outlines the governance framework of Kubernetes - Special Interest Groups (SIGs) and the technical workflows required to contribute - to the ecosystem. It provides critical guidance on navigating community repositories, - leveraging automated testing infrastructure (Prow), and adhering to code review - standards essential for scaling cloud-native contributions. - language: en - resource_type: video - complexity: beginner - hierarchy: - - Cloud-Native Orgs - - Kubernetes Community - - Onboarding - - Contributor Pathways - tags: - - '[GUIDE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 50fe2d54bca8a524fecb517a59ae9a8a47722db91970ecf895dad771cfe49296 - reputation_status: Vetted - reputation_summary: Official contributor guidance from CNCF / Kubernetes community - teams, ensuring highly reputable and reliable mentoring guidelines. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/Frje5KfNrxE/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352168.173377 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -https://www.hashicorp.com/blog/azure-hub-and-spoke-generally-available-for-hcp-vault-dedicated: - title: Azure Hub-and-Spoke Generally Available for HCP Vault Dedicated - description: HashiCorp announces general availability of Azure hub-and-spoke networking - topology support for HCP Vault Dedicated, delivering private, secure connectivity. - ai_summary: 'Curator Insight: Managed security platforms must adapt to complex cloud-native - networking layouts to be viable for enterprise environments. - - - Live Grounding: Published in May 2026, this announcement states that HCP Vault - Dedicated now supports native Azure hub-and-spoke networking topology. - - - Security Architecture: - - - Ensures entirely private connectivity by integrating HashiCorp Virtual Networks - with Azure transit spokes. - - - Eliminates the security risk of exposing managed secrets endpoints to the public - internet. - - - Simplifies cross-tenant routing without requiring complex manual peer configurations.' - language: en - resource_type: blog - complexity: advanced - hierarchy: - - Infrastructure Security - - Secrets Management - - HashiCorp Vault - - Azure Networking - tags: - - '[ENTERPRISE-STABLE]' - - '[DE FACTO STANDARD]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Strongly welcomed by security operations teams for solving complex - Azure enterprise private networking topology requirements within managed Vault - deployments. - source_provenance: X.com (HashiCorp) - social_preview_url: '' - category: azure - status: online - last_checked: 1780352168.173394 - suggested_new_category: devsecops - addition_method: automatic -https://openai.com/index/advancing-content-provenance: - title: Advancing Content Provenance for a Safer, More Transparent AI Ecosystem - description: OpenAI's initiative on content transparency, focusing on implementing - Content Credentials (C2PA standard), Google's SynthID watermarking, and an early - public verification tool to clarify the origin of AI-generated media. - ai_summary: 'Curator Insight: Establishing authenticity in generative outputs is - a crucial security barrier as synthetic media becomes ubiquitous in corporate - workflows. - - - Live Grounding: Released in May 2026, this post covers OpenAI''s adoption of Content - Credentials (C2PA standard) and Google''s SynthID watermarking. - - - Architectural Context: - - - Embeds secure, tamper-evident cryptographic metadata directly into generative - model outputs. - - - Employs deep-learning-based imperceptible watermarking to detect modified synthetic - materials. - - - Provisions public inspection tools to audit media origins and maintain digital - trust.' - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Security and Ethics - - Content Provenance - - Cryptographic Watermarking - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: High industry impact as OpenAI partners on establishing global - content security standards using C2PA credentials and SynthID watermarking. - source_provenance: X.com (OpenAI) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352168.173402 - suggested_new_category: '' - addition_method: automatic -https://github.blog/changelog/2026-05-19-gemini-3-5-flash-is-generally-available-for-github-copilot: - title: Gemini 3.5 Flash is Generally Available for GitHub Copilot - description: GitHub announces the GA rollout of Google's Gemini 3.5 Flash on GitHub - Copilot, bringing high-speed and cost-effective coding support to Copilot users - across major IDEs. - ai_summary: 'Curator Insight: The integration of flash-tier models into development - cycles represents a strategic balance between execution speed and model capabilities. - - - Live Grounding: GitHub''s May 2026 changelog announces the rollout of Gemini 3.5 - Flash inside GitHub Copilot across major IDE environments. - - - Developer Benefits: - - - Delivers high coding suggestions at reduced token cost and ultra-low latency. - - - Features strong performance in complex tool-calling and cache-efficient architectures. - - - Seamlessly fits into iterative, agentic code-generation cycles without hitting - rate limits.' - language: en - resource_type: changelog - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Coding Assistants - - GitHub Copilot - - LLM Models - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: bf8f655ec67d799ad08bca9ad67d531381879ce0537d70d3846a55a09700a4ad - reputation_status: Vetted - reputation_summary: Highly anticipated Copilot enhancement, providing significant - performance increases, lower token costs, and high-speed execution loops for enterprise - developers. - source_provenance: X.com (GitHub) - social_preview_url: https://github.blog/wp-content/uploads/2026/05/593639239-00f2c626-52b4-432b-806a-0850d9c363af_57dcc0.png - category: ai-agents-mcp - status: online - last_checked: 1780352168.173412 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=bH2nP-aCFjk&feature=youtu.be: - title: Inside image generation’s Renaissance moment — the OpenAI Podcast Ep. 19 - description: Product lead Adele Li and researcher Kenji Hata share some of the new - use cases and trends since the launch of Images 2.0, exploring advanced capabilities - like text rendering, multilingual support, and character consistency. - ai_summary: This episode details the architectural evolution of OpenAI's image generation - capabilities to Images 2.0, focusing on the shift from single-turn prompting to - multi-modal 'creative agents' integrated with code execution engines like Codex. - It addresses the MLOps and infrastructure challenges of scaling real-time generative - pipelines to 1.5 billion weekly requests while maintaining strict character consistency - and prompt alignment. For 2026 Cloud Native topologies, this highlights the necessity - of building low-latency, event-driven agent orchestration layers that seamlessly - bind generative media models with stateful transactional systems. - language: en - resource_type: video - complexity: intermediate - hierarchy: &id007 - - Artificial Intelligence - - Generative AI - - Image Generation - tags: &id008 - - EMERGING - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: fa058db7974b540fc142a2e9cb08759a70339274532acba94fa47e74998fa5d4 - reputation_status: Vetted - reputation_summary: Highly vetted. Official OpenAI media channel discussing stable - and emerging image generation models with significant community engagement. - source_provenance: X.com (OpenAI) - social_preview_url: https://img.youtube.com/vi/bH2nP-aCFjk/maxresdefault.jpg - category: AI and Future Operations - status: online - last_checked: 1780352272.993983 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: MLOps + AI Agents -https://open.spotify.com/show/0zojMEDizKMh3aTxnGLENP: - title: The OpenAI Podcast on Spotify - description: The official Spotify show for the OpenAI Podcast hosted by Andrew Mayne, - featuring in-depth tech conversations with engineers, product managers, and researchers - at OpenAI. - ai_summary: '**Curator Insight:** A highly valuable architectural resource providing - a direct window into the development lifecycles, engineering bottlenecks, and - technical methodologies of frontier AI builders. - - **Live Grounding:** This official Spotify hub aggregates deep-dive technical dialogues - with OpenAI''s researchers and product architects. - - * **Strategic Value:** Explores real-world engineering hurdles across GPT-5 - planning, Codex agents, Sora scaling, and distributed supercomputer network designs. - - * **Technical Context:** Bridges the gap between research-level paper publications - and production-grade software orchestration at global scale.' - language: en - resource_type: audio - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Industry Insights - - Podcasts - tags: - - GUIDE - is_microservice: false - year: '2025' - stars: 4 - content_hash: 09f4e42c604604b9f8deaf10b995000a3a89760d4b67a6e76ded9ba9071132a0 - reputation_status: Vetted - reputation_summary: Highly vetted. The official podcast stream for OpenAI has broad - distribution and exceptional industry validation. - source_provenance: X.com (OpenAI) - social_preview_url: https://i.scdn.co/image/ab6765630000ba8a33648d4a797ba7c0e753f7a6 - category: ai-agents-mcp - status: online - last_checked: 1780352272.994011 - suggested_new_category: '' - addition_method: automatic -https://podcasts.apple.com/us/podcast/openai-podcast/id1820330260: - title: The OpenAI Podcast on Apple Podcasts - description: The official Apple Podcasts show page for the OpenAI Podcast, providing - insights into frontier model development, product design, and researcher interviews. - ai_summary: '**Curator Insight:** Serves as a primary reference point for cloud - architects aiming to understand the deployment realities, training heuristics, - and infrastructure requirements behind leading LLM models. - - **Live Grounding:** The Apple Podcasts portal delivers unstructured technical - sessions covering OpenAI''s internal product decisions and engineering optimizations. - - * **Core Coverage:** Offers first-hand perspectives on API backward compatibility, - vector-space search, real-world agent constraints, and the hardware bottlenecks - of large-scale model serving. - - * **Technical Depth:** Ideal for infrastructure engineers seeking to align enterprise - system designs with the evolving roadmap of cognitive compute platforms.' - language: en - resource_type: audio - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Industry Insights - - Podcasts - tags: - - GUIDE - is_microservice: false - year: '2025' - stars: 4 - content_hash: db721f4db55b195231a8170ff01ea228bd261d1bd83b49cc109d00cde1122877 - reputation_status: Vetted - reputation_summary: Highly vetted. The official Apple Podcasts channel for OpenAI - holds strong ratings and community interest. - source_provenance: X.com (OpenAI) - social_preview_url: https://is1-ssl.mzstatic.com/image/thumb/Podcasts221/v4/d9/1b/91/d91b91c1-7b1a-0d84-7702-da8c4abb8c39/mza_12872078543701307403.jpeg/1200x1200bf-60.jpg - category: ai-agents-mcp - status: online - last_checked: 1780352272.99402 - suggested_new_category: '' - addition_method: automatic -https://www.geminixprize.com: - title: Build With Gemini XPRIZE - description: A $2M competition challenge presented by XPRIZE and Google, launching - at Google I/O on May 19, 2026, targeting developers building real AI businesses - in 90 days. - ai_summary: '**Curator Insight:** The Gemini XPRIZE presents a structured, high-incentive - playground designed to accelerate the evolution of agentic workflows and multi-modal - AI architectures in production environments. - - **Live Grounding:** Launched at Google I/O 2026, this $2M collaborative challenge - pushes developers to construct viable, scalable enterprise businesses leveraging - Gemini''s long-context capabilities. - - * **Engineering Impact:** Highlights practical patterns in multi-agent orchestration, - context-window optimization, and high-throughput vector storage. - - * **Key Highlights:** Encourages the exploration of real-world business models - backed by robust API integrations and enterprise-grade model scaling.' - language: en - resource_type: site - complexity: beginner - hierarchy: - - Artificial Intelligence - - AI Challenges - - Gemini Ecosystem - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4c0d7d9a9e13560149920c0020d6598d22f83c7040cf17c361e1b4a1c1bfbc91 - reputation_status: Vetted - reputation_summary: Highly vetted. Fully backed by XPRIZE and Google, representing - a major public engineering initiative. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://www.geminixprize.com/assets/og-image-v3.png - category: ai-agents-mcp - status: online - last_checked: 1780352272.994028 - suggested_new_category: '' - addition_method: automatic -https://events.atlassian.com/team-digital/sign-in?rId=vs-4080711: - title: 'Login: Team ’26 Digital' - description: The digital access and login portal for Atlassian Team '26, providing - on-demand sessions, keynote recordings, and technical workshops focused on human-AI - collaboration. - ai_summary: '**Curator Insight:** Atlassian''s primary gateway to on-demand technical - resources detailing the intersection of Agile delivery, enterprise ITSM, and AI-native - organizational management. - - **Live Grounding:** This digital portal provides access to Team ''26 keynotes - and deep-dive technical workshops outlining Jira''s agentic roadmap and the integration - of Rovo and Loom transcripts. - - * **Architectural Significance:** Breaks down Atlassian''s ''Teamwork Graph'' - infrastructure layer, showing how enterprises federate internal knowledge to power - autonomous software delivery. - - * **Technical Takeaways:** Examines the transition of project management tools - from passive recording databases into proactive workflow orchestration engines.' - language: en - resource_type: site - complexity: intermediate - hierarchy: - - DevOps and Collaboration - - Project Management - - AI Orchestration - tags: - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: c60697a7e57c28d535efdbfc8c35fa167c2ddca5edee02e6ccdfcf6b3fe1503c - reputation_status: Vetted - reputation_summary: Highly vetted. Official portal for Atlassian's flagship annual - conference. No stability issues or penalties. - source_provenance: X.com (Atlassian) - social_preview_url: '' - category: aws-devops - status: online - last_checked: 1780352272.994084 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/playlist?list=PLOU2XLYxmsILVF9qmspC4i4R0t3o64HSx: - title: Google I/O 2026 Recaps Playlist - description: The official Google Developers playlist hosting key sessions, product - announcements, and technical recaps from Google I/O 2026. - ai_summary: '**Curator Insight:** A concentrated learning repository that showcases - Google''s 2026 vision of merging Android runtime sandboxes with deep, agentic - AI execution layers. - - **Live Grounding:** This curated YouTube playlist aggregates critical developer - keynotes and architectural walkthroughs directly from Google I/O 2026. - - * **Technical Focus:** Highlights next-generation machine learning tooling, - multi-modal web integrations, and optimized Android 17 runtime frameworks. - - * **Key Developer Value:** Provides direct, practical blueprints for micro-frontend - designs, declarative UI workflows with Compose, and cloud-to-edge agent coordination.' - language: en - resource_type: video - complexity: intermediate - hierarchy: - - Cloud Ecosystems - - Google Cloud - - Google I/O Conferences - tags: - - ENTERPRISE-STABLE - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 911021be2d34099324fb11960897425d618da344f0f14fc951ffea6f3e905832 - reputation_status: Vetted - reputation_summary: Highly vetted. Official Google Developer resources with verified - technical content and massive industry adoption. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://i.ytimg.com/vi/aqmpZocmR8o/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLAwH7CAWPjeDwcud5rISahtOx4V9A&days_since_epoch=20605 - category: ai-agents-mcp - status: online - last_checked: 1780352272.994093 - suggested_new_category: '' - addition_method: automatic -https://www.anthropic.com/news/widening-conversation-ai: - title: Widening the conversation on frontier AI - description: Anthropic details its ongoing dialogues with scholars, philosophers, - clergy, and ethicists exploring how of model values and 'good' character form - in AI assistants. - ai_summary: '**Curator Insight:** Anthropic outlines the crucial intersection of - technical model alignment, structural safety feedback loops, and humanistic value - systems. - - **Live Grounding:** This official news brief chronicles Anthropic’s structured - dialogues with philosophers, clergy, and ethicists to design robust constitutional - parameters for frontier systems. - - * **Architectural Value:** Demonstrates how non-technical ethical constraints - are systematically translated into model training guidelines and reward structures. - - * **Technical Takeaways:** Focuses on character formation mechanisms, reducing - bias drift, and defining the systemic boundaries of autonomous model behavior.' - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Artificial Intelligence - - AI Safety - - AI Ethics and Governance - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 6059c274c1d5597510ae25587a007167549872986a3c6464ef2396b44b6a1422 - reputation_status: Vetted - reputation_summary: Highly vetted. Official Anthropic communications focusing on - policy and AI alignment, widely praised in the safety community. - source_provenance: X.com (AnthropicAI) - social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Object%20Chat&backgroundColor=sky - category: ai-agents-mcp - status: online - last_checked: 1780352272.994106 - suggested_new_category: '' - addition_method: automatic -https://code.claude.com/docs/en/terminal-config: - title: Configure your terminal for Claude Code - Claude Code Docs - description: Official instructions for configuring terminals running Claude Code, - addressing multiline prompts, custom settings scopes, terminal bells, and macOS - shortcuts. - ai_summary: '**Curator Insight:** Claude Code represents a massive paradigm shift - in terminal-based CLI environments, transforming the shell into an interactive, - agentic coding platform. - - **Live Grounding:** This configuration guide provides precise, actionable instructions - for fine-tuning CLI interactions, custom notification hooks, sound-based approval - alerts, and tmux integrations. - - * **Architectural Significance:** Demonstrates how local terminal processes - safely coordinate with cloud-hosted models using strict sandboxing and localized - event listeners. - - * **Technical Highlights:** Explains settings customization scopes, environment - variable overrides, and the configuration of notification hooks to optimize developer - attention budgets.' - language: en - resource_type: documentation - complexity: advanced - hierarchy: - - Artificial Intelligence - - Developer Tools - - AI Coding Agents - - CLI Configuration - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - is_microservice: false - year: '2025' - stars: 4 - content_hash: 5e249a89200415b38019943ba0ffa45ca3bd85bd487958b32e06ded8ee3bb5c9 - reputation_status: Vetted - reputation_summary: Highly vetted. Claude Code CLI is a production-stable tool with - excellent reviews across Hacker News and Reddit communities. - source_provenance: X.com (QuinnyPig) - social_preview_url: https://claude-code.mintlify.app/_next/image?url=%2F_mintlify%2Fapi%2Fog%3Fdivision%3DInterface%26appearance%3Dsystem%26title%3DConfigure%2Byour%2Bterminal%2Bfor%2BClaude%2BCode%26description%3DFix%2BShift%252BEnter%2Bfor%2Bnewlines%252C%2Bget%2Ba%2Bterminal%2Bbell%2Bwhen%2BClaude%2Bfinishes%252C%2Bconfigure%2Btmux%252C%2Bmatch%2Bthe%2Bcolor%2Btheme%252C%2Band%2Benable%2BVim%2Bmode%2Bin%2Bthe%2BClaude%2BCode%2BCLI.%26logoLight%3Dhttps%253A%252F%252Fmintcdn.com%252Fclaude-code%252Fc5r9_6tjPMzFdDDT%252Flogo%252Flight.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Dc5r9_6tjPMzFdDDT%2526q%253D85%2526s%253D78fd01ff4f4340295a4f66e2ea54903c%26logoDark%3Dhttps%253A%252F%252Fmintcdn.com%252Fclaude-code%252Fc5r9_6tjPMzFdDDT%252Flogo%252Fdark.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Dc5r9_6tjPMzFdDDT%2526q%253D85%2526s%253D1298a0c3b3a1da603b190d0de0e31712%26primaryColor%3D%25230E0E0E%26lightColor%3D%2523D4A27F%26darkColor%3D%25230E0E0E%26backgroundLight%3D%2523FDFDF7%26backgroundDark%3D%252309090B&w=1200&q=100 - category: ai-agents-mcp - status: online - last_checked: 1780352272.994116 - suggested_new_category: devops-tools - addition_method: automatic -https://io.google/2026: - title: Google I/O 2026 - description: The official landing hub for Google I/O 2026, offering keynotes, product - releases, technical documentation links, and on-demand video sessions for global - developers. - ai_summary: '**Curator Insight:** The central architectural index for Google''s - cloud, mobile, and machine learning developer tooling, establishing the technological - baseline for the 2026 software ecosystem. - - **Live Grounding:** The official normalized portal for Google I/O 2026 acts as - a launchpad for deep-dive resources on Gemini 2.5/3.0, Android 17, and next-gen - Chrome DevTools. - - * **Core Technical Impact:** Outlines shifts in edge computing architectures, - containerized micro-runtime capabilities, and declarative web platforms. - - * **Architectural Value:** Essential for engineering leaders aligning platform - roadmaps with emerging web standards and cloud-native services.' - language: en - resource_type: site - complexity: beginner - hierarchy: - - Cloud Ecosystems - - Google Cloud - - Google I/O Conferences - tags: - - ENTERPRISE-STABLE - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 158b9a7b27c4066cab6cbb3c81706acf5466f46665e6fd16b881360c734abadc - reputation_status: Vetted - reputation_summary: Highly vetted. The definitive web presence for Google's largest - developer event of the year. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://io.google/2026/assets/images/io26-og-image.jpg - category: uncategorized - status: online - last_checked: 1780352272.994159 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=sig3n7XyaaA&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=2: - title: What's new in Android - description: Product lead Adele Li and researcher Kenji Hata share some of the new - use cases and trends since the launch of Images 2.0, exploring advanced capabilities - like text rendering, multilingual support, and character consistency. - ai_summary: This session outlines the architectural evolution in Android 17, highlighting - advancements in Jetpack Compose, performance optimizations, and the integration - of client-side agentic automation. For cloud-native environments, this shifts - the paradigm toward edge-to-cloud coordination, requiring backend architectures - to seamlessly ingest, secure, and support high-frequency orchestrations driven - by autonomous mobile AI agents. - language: en - resource_type: video - complexity: intermediate - hierarchy: *id007 - tags: *id008 - is_microservice: false - year: '2026' - stars: 4 - content_hash: 90688fd9f4a1ec3a552a9a117754364578fb672dc687d0c3d8bb6d2632aaf000 - reputation_status: Vetted - reputation_summary: Highly vetted. Official OpenAI media channel discussing stable - and emerging image generation models with significant community engagement. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/sig3n7XyaaA/maxresdefault.jpg - category: AI and Future Operations - status: online - last_checked: 1780352272.994204 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Mobile Cloud Integration + AI Agents -https://www.youtube.com/watch?v=cBS2bHhw0Pg&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3: - title: What is new in Chrome (Google I/O 2026) - description: Discover the cutting edge of web development and learn where Chrome - is taking the browser in 2026. Explore new capabilities that make the web more - capable, reliable, and intelligent. - ai_summary: Google I/O 2026 session highlighting major advancements in web capabilities, - developer tooling, and client-side AI processing. It covers the rollout of the - native on-device Prompt and Summarizer APIs, performance debugging updates, and - the introduction of WebMCP to securely link AI agents with the browser environment. - Offers critical architectural guidance for developers building modern, responsive, - and agent-aware web applications. - language: English - resource_type: video - complexity: Intermediate - hierarchy: - - Web Development - - Browsers - - Chrome - - Google I/O 2026 - tags: - - '[DE FACTO STANDARD]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 48bd4b5fa3c8d57bb3f2bcc5c0c92116c05fcd5f3fbc4651b2a8137f1d08fad5 - reputation_status: Vetted - reputation_summary: Well received by the web development community as an authoritative - annual overview of Google Chrome's newest features and browser development trends. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/cBS2bHhw0Pg/maxresdefault.jpg - category: hr - status: online - last_checked: 1780352282.814282 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=V3Sq0Fgy3ds: - title: Kubernetes New Contributor Orientation - description: Kubernetes New Contributor Orientation video detailing the project's - governance structure, Special Interest Groups (SIGs), developer workflows, and - technical contribution paths. - ai_summary: This orientation session provides a comprehensive guide for aspiring - Kubernetes contributors, detailing the community's organizational structure across - Special Interest Groups (SIGs) and Working Groups. It covers essential technical - workflows, including GitHub PR submission pipelines, Prow-based automation testing, - and the critical role of OWNERS files in codebase governance, establishing a clear - pathway for developers to participate in cloud-native open-source development. - language: English - resource_type: video - complexity: Beginner - hierarchy: - - Cloud Native - - Kubernetes - - Open Source - - Contributor Onboarding - tags: - - '[GUIDE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: f7c8a7a52e509fcae9cac2f1d9c7d6109f52296b9c9f312b6f01f4af25d63905 - reputation_status: Vetted - reputation_summary: Official Kubernetes contributor onboarding session from the - CNCF community, trusted by new developers seeking org membership and technical - pathway guidance. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/V3Sq0Fgy3ds/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352282.814324 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -https://github.com/superlinked/sie: - title: 'SIE: Superlinked Inference Engine' - description: Superlinked Inference Engine is an open-source inference server and - production cluster for embeddings, reranking, and extraction. - ai_summary: A production-grade, open-source inference server designed to run embedding, - extraction, and cross-encoder reranking models at scale. It enables developers - to build high-performance search pipelines by combining unstructured data with - structured metadata directly during vector encoding. Features robust local execution - via Docker or Kubernetes Helm deployment, supporting tight integration with popular - vector databases and agent frameworks. - language: English - resource_type: repository - complexity: Advanced - hierarchy: - - Artificial Intelligence - - Information Retrieval - - Inference Servers - - Vector Databases - tags: - - '[EMERGING]' - - '[COMMUNITY-TOOL]' - is_microservice: true - year: '2026' - stars: 4 - content_hash: 87b5f5959927f882e9728944c8e066281f088b6576dce59ac000ba0a6ebb59ea - reputation_status: Vetted - reputation_summary: Highly regarded open-source framework by Superlinked for multi-modal - embedding inference, metadata-enriched vector search, and reranking, filling a - major performance gap in production RAG systems. - source_provenance: X.com (pvergadia) - social_preview_url: https://opengraph.githubassets.com/5d9faa3f3b4a4a7b53094f45a903bdfe4245f7a83006fcd7de6df6c6dad2902b/superlinked/sie - category: ai-agents-mcp - status: online - last_checked: 1780352282.814338 - suggested_new_category: vector-search-inference - addition_method: automatic - gh_stars: 2012 - gh_pushed: '2026-05-29T18:44:19Z' - gh_license: Apache-2.0 -https://handles.x.com/login: - title: X Handle Marketplace Portal - description: The official workspace portal for X's Handle Marketplace, allowing - verified Premium subscribers to request, secure, and purchase inactive and rare - usernames. - ai_summary: 'This portal serves as the primary entry point for X''s Handle Marketplace, - which enables Premium subscribers to claim or purchase inactive usernames. - - - * **Identity Alignment**: Designed to help businesses coordinate and protect cross-platform - brand identity by claiming dormant names. - - * **Access Tiers**: Distinguishes between free ''Priority'' handles for high-tier - subscribers and paid ''Rare'' handles with customizable licensing structures.' - language: en - resource_type: service - complexity: intermediate - hierarchy: - - Digital Identity - - Brand Protection - - Social Media Platforms - tags: - - '[COMMUNITY-TOOL]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2025' - stars: 4 - impact_score: 80 - content_hash: b7b340613002131dbed9146ab6419572f68383e78b8e1775ec54db6998912e86 - reputation_status: Vetted - reputation_summary: Official X (Twitter) Handle Marketplace platform. Vetted as - legitimate and fully functional, although subject to community debate regarding - subscription pricing and lease-based username rights. - source_provenance: X.com (swyx) - social_preview_url: https://abs.twimg.com/images/handles_logo.png - category: uncategorized - status: online - last_checked: 1780399410.166064 - suggested_new_category: digital-identity - addition_method: automatic -https://www.youtube.com/watch?v=Icnv1DDAQOg: - title: 'GitHub Actions desde CERO: automatiza tus proyectos como un PRO' - description: 'En este vídeo vamos a ver cómo automatizar tareas en tus proyectos - usando GitHub Actions: desde crear tu primer workflow hasta montar un pipeline - de CI/CD para instalar dependencias, ejecutar tests, hacer builds y preparar despliegues. - [SPANISH CONTENT]' - ai_summary: A comprehensive Spanish-language video tutorial detailing the implementation - of automated workflows using GitHub Actions. It covers core CI/CD concepts including - events, jobs, steps, environment variables, and reusable marketplace actions. - Demonstrates how to design robust pipelines that run automated testing, build - assets, and manage secure application deployments. [SPANISH CONTENT] - language: Spanish - resource_type: video - complexity: Beginner - hierarchy: - - DevOps - - CI/CD - - GitHub Actions - - Automation - tags: - - '[GUIDE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2024' - stars: 4 - content_hash: 585412d22f7ac2bda8c75c1c76d62748af29ac34f70fd89ecf85bb9fe3a05575 - reputation_status: Vetted - reputation_summary: Highly praised tutorial in the Spanish-speaking community by - Midudev, noted for its clear step-by-step methodology and production-ready examples. - source_provenance: X.com (midudev) - social_preview_url: https://img.youtube.com/vi/Icnv1DDAQOg/maxresdefault.jpg - category: cicd-kubernetes-plugins - status: online - last_checked: 1780352282.814393 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=3B41u33BS2E: - title: Kubernetes New Contributor Orientation - description: Kubernetes New Contributor Orientation video detailing the project's - governance structure, Special Interest Groups (SIGs), developer workflows, and - technical contribution paths. - ai_summary: This orientation provides a comprehensive guide to navigating the Kubernetes - contributor ecosystem, detailing the organizational structure of Special Interest - Groups (SIGs), community workflows, and the automation tools like Prow and Tide - that govern the PR lifecycle. Understanding these foundational processes is essential - for platform architects and engineers aiming to successfully upstream patches, - custom controllers, or performance optimizations to the core Kubernetes codebase - in 2026. - language: English - resource_type: video - complexity: Beginner - hierarchy: - - Cloud Native - - Kubernetes - - Open Source - - Contributor Onboarding - tags: - - '[GUIDE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: f7c8a7a52e509fcae9cac2f1d9c7d6109f52296b9c9f312b6f01f4af25d63905 - reputation_status: Vetted - reputation_summary: Alternative official recording of the Kubernetes contributor - onboarding session from the CNCF, providing identical core guidance on community - processes. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/3B41u33BS2E/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352282.814426 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -https://developer.chrome.com/docs/modern-web-guidance: - title: 'Modern Web Guidance: Teaching AI Agents to Stop Coding Like It is 2019' - description: Modern Web Guidance is a set of skills that embed web platform expertise, - best practices, and browser compatibility data directly into your coding agents. - It helps steer coding agents toward solutions that harness the power of the modern - web. - ai_summary: An expert-vetted suite of skills designed to inject real-time web platform - capabilities, accessibility compliance, performance optimizations, and security - best practices into AI coding agents. By leveraging up-to-date specs like native - popovers, view transitions, and INP metrics, it prevents LLMs from generating - legacy or hallucinated web implementations. Installable via CLI or as direct plugins, - it ensures agentic workflows produce modern, correct-by-default web code. - language: English - resource_type: document - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI Agents - - Coding Assistants - - Web Standards - tags: - - '[DE FACTO STANDARD]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: e45eed0ec4e0c3acce9478bb16d2a4ef6bbfec55d2b7e3025ce8d0ad2079190a - reputation_status: Vetted - reputation_summary: Extremely well-received by the web and AI communities, recognized - as a crucial tool for aligning modern AI coding assistants with current web standard - specifications rather than outdated legacy patterns. - source_provenance: X.com (midudev) - social_preview_url: '' - category: hr - status: online - last_checked: 1780352282.814449 - suggested_new_category: ai-agents-mcp - addition_method: automatic -? https://aws.amazon.com/solutions/case-studies/mercedes-benz-transform-case-study/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=e20794db-f1a8-4cef-9cce-67e29faee359&sc_content=Video&trk=e20794db-f1a8-4cef-9cce-67e29faee359&linkId=945588626 -: title: 'Mercedes-Benz Group: Global SAP Consolidation and AI Modernization on AWS' - description: Mercedes-Benz is building a future-proof IT infrastructure that streamlines - processes, reduces complexity, and integrates cutting-edge AI capabilities across - its global operations, including migrating to RISE with SAP on AWS. - ai_summary: A detailed enterprise case study highlighting Mercedes-Benz's major - cloud transformation journey on AWS. Covers the migration of their global connected - vehicle platform from containerized microservices to AWS Serverless (Lambda, SageMaker), - alongside migrating core SAP landscapes to RISE with SAP. Showcases how they streamlined - aftersales with Amazon EKS and executed high-precision automated mainframe migrations - using AI-driven COBOL-to-Java translation tools. - language: English - resource_type: document - complexity: Advanced - hierarchy: - - Cloud Architecture - - AWS - - Enterprise Migration - - Serverless Architecture - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2024' - stars: 4 - content_hash: c46b2af86e48efa0ed4315467170c4c107196d137fca4b018d8b6fd8bae537a2 - reputation_status: Vetted - reputation_summary: Widely cited and recognized in the enterprise cloud sector as - a premier example of large-scale legacy migration (mainframe to Java) and serverless - vehicle connectivity. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-architecture - status: online - last_checked: 1780352282.814583 - suggested_new_category: '' - addition_method: automatic -https://libropython.es: - title: Think Python en espanol (Piensa en Python) - description: Think Python en español es una versión moderna y gratuita del clásico - libro de programación. Combina teoría, ejercicios prácticos y cuadernos interactivos - de Google Colab para aprender a programar con lógica profesional. [SPANISH CONTENT] - ai_summary: A modern, community-driven Spanish translation of the foundational book - 'Think Python' (Piensa en Python), curated and localized by Miguel Ángel Durán - (midudev) in 2026. This version integrates modern tooling such as interactive - Jupyter Notebooks and Google Colab, guiding students through core programming - logic, algorithms, and an introduction to agentic language models. An exceptional - pedagogical asset for the Spanish-speaking software engineering community. [SPANISH - CONTENT] - language: Spanish - resource_type: document - complexity: Beginner - hierarchy: - - Programming Languages - - Python - - Computer Science Foundations - - Spanish Community - tags: - - '[GUIDE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: f866d5105ee689f8847bb6b0587d1602863650101615c2facd969cde18b5af08 - reputation_status: Vetted - reputation_summary: A widely praised translation of the classic 'Think Python' book - by Miguel Ángel Durán (midudev), incorporating modern learning environments like - Google Colab. - source_provenance: X.com (midudev) - social_preview_url: https://libropython.es/og-image.jpg - category: python - status: online - last_checked: 1780352282.81461 - suggested_new_category: '' - addition_method: automatic -https://www.llamaindex.ai/blog/building-a-financial-due-diligence-agent-with-liteparse: - title: Building a Financial Due Diligence Agent with LiteParse - description: Learn how to build a financial due diligence agent using LiteParse, - LlamaIndex's free, open-source document parser. The agent parses complex financial - PDFs (like SEC filings) and provides exact, visual page citations. - ai_summary: A highly technical tutorial illustrating the architecture of a financial - due diligence agent powered by LiteParse, LlamaIndex's open-source, local-first - document parsing engine. The guide explains how to ingest complex, multi-column - PDF layouts and nested financial tables from SEC filings without utilizing expensive - cloud OCR. It highlights the implementation of precise audit trails, extracting - and highlighting exact bounding boxes in the original documents to maintain data - grounding. - language: English - resource_type: document - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI Agents - - Retrieval-Augmented Generation - - Document Parsing - tags: - - '[GUIDE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: a1f2da95733224d26e11391f0f2286a7ee379b24cfb54d6e11318c3cb1e6ce4f - reputation_status: Vetted - reputation_summary: Excellent community reception. Highly praised by AI developers - for demonstrating cost-efficient, local-first document parsing without expensive - API dependencies. - source_provenance: X.com (llama_index) - social_preview_url: https://cdn.sanity.io/images/7m9jw85w/production/b911cbe03ef0c21d5d8e05dd55f83d502e96acf2-1200x676.png - category: ai-agents-mcp - status: online - last_checked: 1780352282.814626 - suggested_new_category: '' - addition_method: automatic -https://cursor.com/marketplace: - title: Cursor Extension Marketplace - description: The official extension and plugin marketplace for Cursor, the AI-first - code editor. - ai_summary: The central repository for plugins, custom AI rules, and integration - extensions designed for Cursor, the industry-leading AI-first integrated development - environment (IDE). It enables cloud architects and engineers to share and deploy - bespoke developer tools, boosting developer velocity through native LLM-orchestrated - code generation pipelines. - language: en - resource_type: tools - complexity: Intermediate - hierarchy: - - AI and Machine Learning - - AI-First Code Editors - - Developer Marketplaces - tags: - - DE FACTO STANDARD - is_microservice: false - year: '2026' - stars: 4 - content_hash: 5d02442fe139a08f2828f7c825c422af72debb7334ef7fba93a3632f4911f66a - reputation_status: Vetted - reputation_summary: Extremely popular AI-first editor marketplace, widely considered - the de facto standard for AI-assisted development tools in 2026. - source_provenance: X.com (Cursor_AI) - social_preview_url: https://cursor.com/_next/static/media/opengraph-image.5aae649a.png - category: ai-agents-mcp - status: online - last_checked: 1780352292.588354 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/model-disproves-discrete-geometry-conjecture: - title: OpenAI Model Disproves Central Conjecture in Discrete Geometry - description: OpenAI model disproves Erdős unit distance conjecture in discrete geometry. - ai_summary: A technical announcement detailed by OpenAI outlining how a general-purpose - reasoning model autonomously disproved Paul Erdős' 1946 unit distance conjecture. - This milestone marks an architectural shift from assistive AI to autonomous mathematical - synthesis, constructing dense unit-distance algebraic graphs that exceed traditional - rescaled square grid limits. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - AI and Machine Learning - - Reasoning Models - - Mathematical Discoveries - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly acclaimed academic and industry breakthrough, showcasing - the transition of LLMs from coding assistants to autonomous scientific researchers. - source_provenance: X.com (OpenAI) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352292.58837 - suggested_new_category: '' - addition_method: automatic -? https://developers.googleblog.com/one-year-of-innovation-celebrating-100k-members-in-the-google-cloud-x-nvidia-developer-community -: title: 'One Year of Innovation: Celebrating 100k Members in the Google Cloud x NVIDIA - Developer Community' - description: Celebrating one year of the Google Cloud and NVIDIA developer community, - now 100,000 members strong. - ai_summary: Celebrates the one-year anniversary and 100k-member milestone of the - joint Google Cloud and NVIDIA developer community. This resource aggregates curated - learning paths, engineering webinars, and architectural blueprints for deploying - production-ready agentic AI and optimizing large language models (LLMs) on NVIDIA-accelerated - GCP infrastructure. - language: en - resource_type: blog - complexity: Beginner - hierarchy: - - Public Cloud Solutions - - Google Cloud Platform - - AI Infrastructure - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 5f4fcfe9b69ee8f138479391ef0a23e3ea1987cb95cfc34856ea8c6bde0e667d - reputation_status: Vetted - reputation_summary: Well-received enterprise community initiative supporting multi-node - GPU clustering and LLM fine-tuning patterns on Google Cloud. - source_provenance: X.com (GoogleDevs) - social_preview_url: '' - category: uncategorized - status: online - last_checked: 1780352292.588396 - suggested_new_category: '' - addition_method: automatic -https://artificialconfidence.com/p/artificial-confidence-the-spec-for: - title: 'Artificial Confidence: The Spec for the Agent-Native Cloud' - description: A twelve-point spec for what an agent-native cloud actually needs to - look like. - ai_summary: A comprehensive twelve-point architectural specification defining the - requirements for an 'agent-native' cloud environment. The article details how - modern computing infrastructure must evolve to handle autonomous agent requirements—such - as ephemeral micro-sandboxes, persistent state machines, and non-interactive execution - pipelines—and compares early implementations by Vercel and Cloudflare. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Cloud Architecture - - Next-Gen Cloud Infrastructure - - Agentic Systems - tags: - - EMERGING - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: 3297c47240a5ad551519dba6afbd7ab8863188fc2bb51e3f19250136dc9d3d1e - reputation_status: Vetted - reputation_summary: Vetted and heavily discussed architectural specification across - platforms like Hacker News and X, detailing infrastructure changes required for - agentic workflows. - source_provenance: X.com (QuinnyPig) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352292.588405 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=l2HpdgRFtN0: - title: Kubernetes New Contributor Orientation - description: Kubernetes New Contributor Orientation for 2025-07-15 - ai_summary: This onboarding session guides developers through the foundational governance, - structure, and technical workflows required to contribute to the Kubernetes ecosystem. - It details the organizational architecture of Special Interest Groups (SIGs) and - demystifies the GitHub-based development flow, highlighting automated CI/CD tooling - like Prow for PR testing and triage. It provides a strategic entry point for engineers - looking to influence and maintain core cloud-native orchestration systems. - language: en - resource_type: video - complexity: Beginner - hierarchy: - - Container Orchestration - - Kubernetes Ecosystem - - Community and Contribution - tags: - - GUIDE - - ENTERPRISE-STABLE - is_microservice: false - year: '2025' - stars: 4 - content_hash: d3f12b739762f6f046a598524dc75a1eec7548eb7bb50c9a5561861e97d9d3b1 - reputation_status: Vetted - reputation_summary: Official and trusted community orientation from the Kubernetes - Project (CNCF) for new upstream contributors. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/l2HpdgRFtN0/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352292.588421 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -https://onelink.to/e9rhmn: - status: FILTERED - score: 20 - last_checked: 1780399982.211733 -https://info.microsoft.com/ww-landing-ai-made-simple.html: - title: AI Made Simple Resource Kit | Microsoft Azure - description: Get practical AI fundamentals with on-demand access to Microsoft AI - Virtual Training Days. - ai_summary: An enterprise resource kit from Microsoft Azure designed to simplify - AI adoption. It offers on-demand virtual training sessions, practical business - frameworks for testing and validating AI use cases, and deployment paths for integrating - Azure OpenAI services into cloud architectures. - language: en - resource_type: tools - complexity: Beginner - hierarchy: - - Public Cloud Solutions - - Azure Cloud Platform - - AI and ML Training - tags: - - GUIDE - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: ea625f26cf97e69d3236b9808e3cec256e8710428516867349b597c7542c2b58 - reputation_status: Vetted - reputation_summary: Official Azure enterprise portal resource for organizations - initiating practical AI and LLM test deployments. - source_provenance: X.com (Azure) - social_preview_url: ' ' - category: azure - status: online - last_checked: 1780352292.588452 - suggested_new_category: '' - addition_method: automatic -https://developer.android.com/develop/xr/catalyst: - title: Android XR Developer Catalyst Program - description: Build the next generation of extended reality experiences for Android - XR. - ai_summary: The landing page for Google's Android XR Developer Catalyst Program, - which empowers developers to build spatial computing and immersive experiences - for wired XR glasses (such as XREAL's Project Aura) and smart eyewear. The program - provides hardware development kits, grant funding, and technical resources to - accelerate app development for the Android XR ecosystem. - language: en - resource_type: tools - complexity: Intermediate - hierarchy: - - Edge Computing - - Extended Reality (XR) - - Android XR Platform - tags: - - EMERGING - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: cb413337b458bf64245f6e4aadfcf85b63fece9dec98360e4b525495e6849f4a - reputation_status: Vetted - reputation_summary: Official Google Android program launched in May 2026 to foster - spatial and extended reality applications, highly relevant to edge-computing architectures. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://developer.android.com/static/images/social/android-developers.png - category: edge-computing - status: online - last_checked: 1780352292.588464 - suggested_new_category: spatial-computing - addition_method: automatic -https://www.atlassian.com/software/loom/download: - title: Loom Desktop App Download - description: Use Loom to record quick videos of your screen and camera. - ai_summary: The official desktop application download portal for Loom, an asynchronous - video recording tool. It allows software development and operations teams to record - screens, share technical walk-throughs, and document system workflows without - scheduling live, synchronous meetings, increasing team alignment in remote engineering - environments. - language: en - resource_type: tools - complexity: Beginner - hierarchy: - - Work from Home - - Asynchronous Collaboration - - Developer Tools - tags: - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 0133dee472bf459a0be0af31076f3e32cae971f27fca7e6074d3a3bc7dc2e1e3 - reputation_status: Vetted - reputation_summary: Ubiquitous and highly trusted asynchronous communication video - recording tool widely used in distributed technical teams. - source_provenance: X.com (Atlassian) - social_preview_url: '' - category: workfromhome - status: online - last_checked: 1780352292.588483 - suggested_new_category: '' - addition_method: automatic -https://github.com/ExtendDB/extenddb/pull/54: - title: 'feat(storage): add Route 53 backend (TXT records, base64-encoded items, - the works)' - description: Corey Quinn's pull request adding Route 53 storage backend for ExtendDB. - ai_summary: A community-contributed pull request for ExtendDB (an open-source, DynamoDB-compatible - adapter written in Rust) that implements a functional storage backend using Amazon - Route 53 DNS. The implementation encodes database items as base64 strings stored - inside Route 53 TXT records, serving as both a technical proof of concept for - ExtendDB’s pluggable storage traits and a playful community experiment. - language: en - resource_type: tools - complexity: Advanced - hierarchy: - - AWS Architecture - - Databases - - DynamoDB Storage Adapters - tags: - - COMMUNITY-TOOL - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: a915f5d892d0b5cc9d3a31963caaf52db742427840aaa6ee14e43fc02e971369 - reputation_status: Vetted - reputation_summary: A humorously brilliant but technically impressive demonstration - by Corey Quinn, widely discussed in the AWS developer community as a proof of - concept for ExtendDB's pluggable storage adapter. - source_provenance: X.com (QuinnyPig) - social_preview_url: https://opengraph.githubassets.com/d504e2bae65a61e32719daa25cf390b030f8abfbae8b0437cadc2142e561a433/ExtendDB/extenddb/pull/54 - category: aws-data - status: online - last_checked: 1780352292.588492 - suggested_new_category: '' - addition_method: automatic - gh_stars: 384 - gh_pushed: '2026-06-01T22:00:29Z' - gh_license: Apache-2.0 -https://www.pulumi.com/blog/pulumi-neo-cli: - title: Neo, Now in the Terminal | Pulumi Blog - description: Pulumi Neo brings interactive, local, and organization-scoped AI capabilities - directly into the terminal interface to streamline Cloud IaC execution. - ai_summary: Pulumi Neo brings the Neo AI assistant directly into the local terminal - interface, enabling developers to scaffold projects, run previews, read stack - states, and execute cloud commands natively. By inheriting the user's local authentication, - environment, and CLI tools, it bridges the gap between interactive AI reasoning - and safe local infrastructure execution. Additionally, it introduces MCP (Model - Context Protocol) integration to connect with platforms like Datadog, PagerDuty, - and Supabase for end-to-end incident resolution. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Infrastructure as Code - - AI-Driven Automation - - Pulumi Neo - tags: - - ENTERPRISE-STABLE - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: a808b742ecbc077be154331bf3a846d6203a0fe71be529d711384cfd3e07b4e4 - reputation_status: Vetted - reputation_summary: Highly praised by the cloud engineering and DevOps community - for extending IaC operations with interactive, local, and organizational AI capabilities. - source_provenance: X.com (PulumiCorp) - social_preview_url: https://www.pulumi.com/blog/pulumi-neo-cli/meta.png - category: pulumi - status: online - last_checked: 1780352302.456602 - suggested_new_category: '' - addition_method: automatic -https://chatgippety.com: - status: FILTERED - score: 40 - last_checked: 1780399982.211705 -https://www.hashicorp.com/blog/encrypting-large-artifacts-and-streaming-workloads-with-vault: - title: Encrypting Large Artifacts and Streaming Workloads with Vault - description: HashiCorp introduces a local envelope encryption workflow utilizing - Vault Transit keys to protect massive data payloads without network bottlenecks. - ai_summary: This technical architecture guide introduces HashiCorp's SDK for implementing - envelope encryption with Vault's Transit secrets engine. By shifting the workload - of actual encryption and decryption locally to applications using locally generated - data encryption keys (DEKs), it avoids the latency and network bottlenecks of - sending large payloads to a central Vault server. Vault maintains central authority - over key policy and DEK wrapping, offering high-performance, secure processing - for streaming data and massive artifacts. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Data Protection - - Envelope Encryption - tags: - - ENTERPRISE-STABLE - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Widely trusted enterprise-grade security pattern from HashiCorp - for zero-trust data protection. - source_provenance: X.com (HashiCorp) - social_preview_url: '' - category: devsecops - status: online - last_checked: 1780352302.45666 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=36aGHlsxlow: - title: Kubernetes New Contributor Orientation - description: The official onboarding video introducing new contributors to the Kubernetes - governance structure, Special Interest Groups (SIGs), and contribution workflows. - ai_summary: This onboarding session details the essential governance, codebase organization, - and automated release mechanics of the Kubernetes project, guiding new engineers - through Special Interest Groups (SIGs) and the Prow-based ChatOps CI/CD workflow. - It delivers a structured pathway for landing code and documentation contributions, - establishing the foundational open-source engineering practices required to maintain - and scale modern cloud-native infrastructure. - language: English - resource_type: video - complexity: Beginner - hierarchy: - - Cloud Native - - Kubernetes - - Community and Contribution - - Contributor Onboarding - tags: - - GUIDE - - ENTERPRISE-STABLE - is_microservice: false - year: '2025' - stars: 4 - content_hash: 27c7fb4beadbdf3d6edccd8c2ccc1e4cdff811e933e8dc7bf8a19f4fb5844565 - reputation_status: Vetted - reputation_summary: Official community-led training resource managed by Kubernetes - Special Interest Groups (SIG-ContribEx). - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/36aGHlsxlow/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352302.456685 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -https://labs.google/science: - title: Experiments on the Future of AI-driven Science | Google Labs - description: A collection of experimental AI-driven science tools designed to complement - the scientific method and explore how general agents accelerate discovery. - ai_summary: Google Labs' scientific workbench acts as a collection of experimental, - agent-driven tools optimized to supercharge the scientific method across biology, - genomics, and chemistry. Integrated with specialized science skills, the platform - allows general-purpose agents to interface with over 30 leading life-science databases. - This collaboration scales researchers' ability to conduct complex workflows, such - as structural bioinformatics, in minutes rather than hours. - language: English - resource_type: project - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI for Science - - Scientific LLM Agents - - Gemini Ecosystem - tags: - - EMERGING - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 478b6cdc582c6928e7af2b443491c0ce1cef5b9eefa5983fec90a8a629597d12 - reputation_status: Vetted - reputation_summary: A high-impact scientific AI research playground by Google, backed - by Nature publications and validated by top-tier academic institutions. - source_provenance: X.com (GoogleAI) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352302.456706 - suggested_new_category: '' - addition_method: automatic -https://blog.google/innovation-and-ai/technology/research/gemini-for-science-io-2026/?linkId=61968100: - title: 'Gemini for Science: AI Experiments and Tools for a New Era of Discovery' - description: Official Google Blog post detailing Gemini for Science tools, experiments, - and partner workflows designed to expand the scale and precision of scientific - exploration. - ai_summary: Announced at Google I/O 2026, Gemini for Science represents a deep-tech - initiative designed to accelerate fundamental discovery using AI agents. Grounded - by papers published in Nature (featuring tools like Co-Scientist and AlphaEvolve), - the article highlights real-world partner integrations in pharmaceutical development - and scientific analysis. It outlines how the 'Science Skills' bundle connects - LLMs with tools like AlphaFold and PubChem to automate genomic and structural - bioinformatics workflows. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI for Science - - Google Cloud AI - - Academic Research - tags: - - CASE STUDY - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: db30103b70ad0fa134f6343e5ce7d593a864ce15aa0b7bf1b758111914d4f24f - reputation_status: Vetted - reputation_summary: Official Google announcement detailing validated research workflows - and scientific model integrations. - source_provenance: X.com (GoogleAI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/science__keyword__blog-header.width-1300.jpg - category: ai-agents-mcp - status: online - last_checked: 1780352302.456722 - suggested_new_category: '' - addition_method: automatic -https://antigravity.google/use-cases/science: - title: Google Antigravity Use Cases for Science - description: A dedicated look at how Google Antigravity uses specialized AI agent - models to automate genomics, chemistry, and research database querying. - ai_summary: This landing page illustrates the scientific applications of Google's - agentic IDE, Antigravity, which is optimized for researchers and developers in - the agent-first era. By using its 'Science' workspace plugin, users can automatically - load the DeepMind Science Skills bundle to interact with UniProt, AlphaFold, and - PubChem. The IDE handles multi-step science tasks, generating structured artifacts, - data visualizations, and pipeline codes through parallel coordination of autonomous - agents. - language: English - resource_type: documentation - complexity: Advanced - hierarchy: - - Development Tools - - Agent-First IDE - - Google Antigravity - - AI for Science - tags: - - EMERGING - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: c3e6cf730e5e4af14f84fa1514ad0e703eed488b7c7ae8a17cc8a5916b704f66 - reputation_status: Vetted - reputation_summary: Industry-disrupting agentic IDE by Google, highly rated by modern - software and data science architects. - source_provenance: X.com (GoogleAI) - social_preview_url: https://antigravity.google/assets/image/sitecards/sitecard-default.png - category: ai-agents-mcp - status: online - last_checked: 1780352302.456737 - suggested_new_category: '' - addition_method: automatic -https://www.atlassian.com/blog/company-news/cursor-in-jira: - title: Introducing Cursor in Jira - Inside Atlassian - description: Atlassian details how teams can assign work items directly to Cursor - from within Jira, triggering a cloud agent to write code and open PRs. - ai_summary: Atlassian introduces native support for assigning Jira work items directly - to the Cursor AI agent, minimizing context switching for development teams. When - tickets are assigned or @Cursor is mentioned in Jira, a cloud-based Cursor agent - automatically spins up, analyzes the codebase, implements necessary fixes, and - raises pull requests. This deep integration allows developers and product owners - to steer autonomous coding agents directly from the issue tracker. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - DevOps - - AI Curation - - Agent Orchestration - - Atlassian Ecosystem - tags: - - ENTERPRISE-STABLE - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: a1116f0fa851b91fa7a15901a0b66ce2dda2600d87c08f42999181a4f248743e - reputation_status: Vetted - reputation_summary: Highly acclaimed enterprise integration by Atlassian and Cursor, - bridging project management with autonomous code execution. - source_provenance: X.com (Atlassian) - social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/05/csd-26784_dark_jira-cursor_build-something_hero_@2x-1-1-scaled.png - category: project-management-tools - status: online - last_checked: 1780352302.456769 - suggested_new_category: '' - addition_method: automatic -https://github.com/jmfloreszazo/ghapp_demo/blob/main/README.es.md: - title: ghapp_demo - description: Repositorio práctico con una guía paso a paso para la creación de aplicaciones - y extensiones personalizadas para GitHub Copilot usando Node.js. - ai_summary: A comprehensive guide and demonstration repository for building a custom - GitHub App and GitHub Copilot Extension. Using Node.js and Express.js, it walks - developers through OAuth configuration, permissions mapping (e.g., Copilot Chat - read-only), webhook handling, and local development testing via secure tunneling. - [SPANISH CONTENT] - language: Spanish - resource_type: project - complexity: Intermediate - hierarchy: - - Software Engineering - - GitHub Platform - - GitHub Apps - - Copilot Extensions - tags: - - COMMUNITY-TOOL - - GUIDE - is_microservice: false - year: '2024' - stars: 4 - content_hash: 12f20c60f6cf9d70ba39524ec8b909d65d5a58cbea1a4944da24188003d08a97 - reputation_status: Vetted - reputation_summary: Highly practical community-led educational resource demonstrating - clean implementation steps for Copilot extensions. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/cf23bbe309e7d29a097228a0ed300ef9199dedfd7a42108030dc2afd1f757840/jmfloreszazo/ghapp_demo - category: digital-money - status: online - last_checked: 1780352302.456788 - suggested_new_category: '' - addition_method: automatic -https://cursor.com/download: - title: Download Cursor | AI-Powered Code Editor - description: Official download page for Cursor, a modern code editor optimized for - agentic workflows and AI-assisted programming. - ai_summary: This page hosts the official cross-platform installation builds (macOS, - Windows, Linux) for the Cursor AI code editor. As a highly optimized fork of VS - Code, Cursor incorporates agentic workflows, multi-file codebase indexing, smart - autocomplete (Cursor Tab), and real-time chat. It serves as the primary gateway - for running high-fidelity developer agents that write, refactor, and review code - collaboratively. - language: English - resource_type: utility - complexity: Intermediate - hierarchy: - - Development Tools - - Integrated Development Environments - - AI Code Assistants - - Cursor IDE - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 5e4692edbef0d8cdafef49f4c1f38228ade17f59a314e4b086182545d61685fa - reputation_status: Vetted - reputation_summary: De facto standard for AI-first software development, boasting - millions of active users and superior reviews. - source_provenance: X.com (Cursor_AI) - social_preview_url: https://cursor.com/public/opengraph-image.png - category: devops-tools - status: online - last_checked: 1780352302.456805 - suggested_new_category: devel-sites - addition_method: automatic -https://github.com/swyxio/skills/tree/main: - title: Kakuna Codebase Hardening Suite - description: An automated codebase hardening framework designed to refactor experimental - vibecoded MVPs into reliable, end-to-end tested, and maintainable production repositories. - ai_summary: 'Curator Insight: Kakuna is a breakthrough engineering design pattern - for agentic codebase evolution, utilizing structured checklists to refactor fragile - code into production-ready software. - - - Live Grounding: By prioritizing subagent parallelism and enforcing rigorous DevOps - standards, it systematically executes large-scale, automated refactoring runs, - yielding hardened systems with self-auditing reports without changing the primary - business logic.' - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI Agents - - Codebase Hardening - tags: - - EMERGING - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 17b19726b672db9f396ca25588dd816335711b3433d678859bd2c5a7b39a3829 - reputation_status: Vetted - reputation_summary: Extremely well-received community contribution by swyx (Shawn - Wang) focusing on structural agent checklists for codebase evolutionary hardening, - avoiding standard agent drift. - source_provenance: X.com (swyx) - social_preview_url: https://opengraph.githubassets.com/b33e769912ec1bcca0d1ddcb8e3a464d3a90cb9fd5030c2fb10dc358e8a9bfdc/swyxio/skills - category: ai-agents-mcp - status: online - last_checked: 1780352404.147657 - suggested_new_category: '' - addition_method: automatic -? https://techcommunity.microsoft.com/blog/azuredevcommunityblog/integrating-azure-devops-with-vs-code-agent-using-mcp-model-context-protocol/4516250 -: title: Integrating Azure DevOps with VS Code Agent using MCP - description: A step-by-step architectural guide explaining how to securely expose - Azure DevOps capabilities to VS Code-hosted AI agents via the standard Model Context - Protocol. - ai_summary: 'Curator Insight: This implementation guide demonstrates the unification - of enterprise ALM and desktop AI agent workflows through Anthropic''s Model Context - Protocol (MCP). - - - Live Grounding: It highlights the mechanics of exposing Azure DevOps APIs as discoverable - tools inside VS Code environments, emphasizing authorization safeguards, user - consent barriers, and least-privilege token access for automated code and sprint - execution.' - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Model Context Protocol - - DevOps Agents - tags: - - ENTERPRISE-STABLE - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 16026876ba082951c5c99eacab539373f9e6f67aad4c3acd0ef921b8df6e659c - reputation_status: Vetted - reputation_summary: Highly praised implementation guide by Microsoft engineers demonstrating - practical developer tool integration using standard open protocols. - source_provenance: X.com (nubenetes) - social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTE2MjUwLUdwZXY5Rw?revision=2 - category: ai-agents-mcp - status: online - last_checked: 1780352404.14768 - suggested_new_category: '' - addition_method: automatic -https://azure.microsoft.com/en-us/solutions/azure-iaas: - title: Infrastructure as a Service (IaaS) | Microsoft Azure - description: The central landing page and resource hub for Microsoft Azure's Infrastructure - as a Service, detailing compute, storage, networking, and system-level performance. - ai_summary: 'Curator Insight: Azure''s modern Infrastructure as a Service (IaaS) - shifts the cloud narrative from raw compute units to an integrated, system-level - architecture designed for AI workloads and mission-critical enterprise workloads. - - - Live Grounding: Recent platform updates emphasize secure-by-design baseline policies, - multi-zone business continuity frameworks, and seamless telemetry instrumentation - targeting CPU-intensive and distributed database engines.' - language: English - resource_type: Site - complexity: Beginner - hierarchy: - - Cloud Providers - - Microsoft Azure - - IaaS - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 2d3df94f4508f706175f5e054989e9705b467ab46c3a68fae5552a625ef0187a - reputation_status: Vetted - reputation_summary: Primary, highly reliable cloud product documentation suite representing - foundational enterprise cloud infrastructure components. - source_provenance: X.com (Azure) - social_preview_url: '' - category: azure - status: online - last_checked: 1780352404.147692 - suggested_new_category: '' - addition_method: automatic -? https://www.microsoft.com/en-us/customers/brand-collections/premier-league-transforming-fan-experiences?ocid=FY26_soc_omc_br_LI_PLEndOfSeason -: title: Premier League Deepens Fan Connection Using AI | Microsoft Customer Stories - description: A case study demonstrating how the Premier League leverages Microsoft - Azure, Cosmos DB, and Microsoft Foundry to power a real-time multi-agent personalization - engine. - ai_summary: 'Curator Insight: This enterprise case study details the deployment - of a high-throughput multi-agent personalization platform operating at a global - scale of over 60 million active users. - - - Live Grounding: Powered by Azure Cosmos DB and the Microsoft Foundry model catalog, - the solution unifies legacy media assets and three decades of relational match - statistics to deliver context-aware, localized fan notifications with zero-latency - overhead.' - language: English - resource_type: Case Study - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Azure Solutions - - Multi-Agent Personalization - tags: - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: High-profile commercial customer story detailing real-world - enterprise architectures employing multi-agent orchestration and large scale Azure - Cosmos DB data flows. - source_provenance: X.com (Microsoft) - social_preview_url: '' - category: azure - status: online - last_checked: 1780352404.147701 - suggested_new_category: '' - addition_method: automatic -https://www.anthropic.com/research/glasswing-initial-update: - title: 'Project Glasswing: An initial update - Anthropic' - description: Anthropic's first empirical progress report on Project Glasswing, an - alliance using Claude Mythos Preview to discover and secure critical global software - vulnerabilities. - ai_summary: 'Curator Insight: Anthropic''s Project Glasswing provides the first - massive empirical demonstration of AI-driven defensive security pipelines, uncovering - over 10,000 high- or critical-severity issues in critical systems. - - - Live Grounding: By deploying the unreleased Claude Mythos Preview model with commercial - partners, the project highlights that the ultimate bottleneck in software security - has shifted from vulnerability identification to the speed of validation, disclosure, - and patching.' - language: English - resource_type: Research - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI Security - - Vulnerability Discovery - tags: - - EMERGING - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: bc149ddf48eb86e5ce09c06595272e7392a66e6af8e646327b774d582c48fc74 - reputation_status: Vetted - reputation_summary: Highly cited, groundbreaking industry research publication with - wide coverage across cybersecurity and engineering sectors. - source_provenance: X.com (AnthropicAI) - social_preview_url: https://cdn.sanity.io/images/4zrzovbb/website/8831fc381f1087ce855b4fbb4f080b2685ea38ec-1200x630.jpg - category: devsecops - status: online - last_checked: 1780352404.147713 - suggested_new_category: '' - addition_method: automatic -https://cursor.com/docs/sdk/python: - title: Cursor Python SDK Documentation - description: Official documentation for Cursor's Python SDK, allowing developers - to programmatically create, manage, and orchestrate Cursor coding agents powered - by Composer. - ai_summary: 'Curator Insight: The Cursor Python SDK marks a major transition of - AI coding assistants into programmable workspace infrastructure, exposing Composer''s - agentic loop directly to Python. - - - Live Grounding: This SDK exposes developers to direct programmatic control over - thread lifecycle management, agent context gathering, tool assignment, and resource - constraint loops, standardizing how developer teams automate localized refactoring - workflows.' - language: English - resource_type: Document - complexity: Intermediate - hierarchy: - - Developer Tools - - AI Editors - - Cursor SDK - tags: - - EMERGING - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 1f85420b1327c7d5d52730a1b0a58116d1f09eed67a57f2cad20ac13c021e361 - reputation_status: Vetted - reputation_summary: Strong developer support and wide adoption in beta, transitioning - Cursor's prominent IDE agent capabilities into programmatic developer environments. - source_provenance: X.com (Cursor_AI) - social_preview_url: https://cursor.com/og?path=%2Fdocs%2Fsdk%2Fpython - category: ai-agents-mcp - status: online - last_checked: 1780352404.147721 - suggested_new_category: '' - addition_method: automatic -https://landing.llamaindex.ai/-webinar-parsebench: - title: 'Inside ParseBench: Evaluating Document Parsing for AI Agents' - description: Educational webinar and resource landing page introducing ParseBench, - an open-source evaluation benchmark with 167,000+ rules for verifying OCR and - semantic document formatting. - ai_summary: 'Curator Insight: ParseBench introduces a critical paradigm shift in - document processing benchmarks, moving away from flat character recognition to - multi-dimensional agent readiness evaluation. - - - Live Grounding: Stratified into tables, charts, semantic formatting, content faithfulness, - and visual grounding, this resource details how modern RAG and VLM-based parsers - are benchmarked against 167,000+ test rules representing complex real-world enterprise - documents.' - language: English - resource_type: Webinar - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - RAG Pipeline - - Document Parsing Evaluation - tags: - - EMERGING - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: c3c120435b50cbb988822eca6e04018967d870249499bf2c550bbd9eefa11d46 - reputation_status: Vetted - reputation_summary: Very well-regarded benchmark initiative sponsored by LlamaIndex, - addressing key systemic failures in enterprise document parsing systems. - source_provenance: X.com (llama_index) - social_preview_url: https://landing.llamaindex.ai/hubfs/ParseBench-2%20(1).png - category: ai-agents-mcp - status: online - last_checked: 1780352404.147729 - suggested_new_category: '' - addition_method: automatic -https://lwkd.info/2026/20260522: - title: Week Ending May 17, 2026 | Last Week in Kubernetes Development - description: The weekly engineering summary of merges, PRs, deprecations, and architectural - changes in the core Kubernetes codebase. - ai_summary: 'Curator Insight: LWKD is the industry''s premier resource for tracking - internal development, API deprecations, and release status changes inside the - Kubernetes ecosystem. - - - Live Grounding: This specific edition for the week ending May 17, 2026, aggregates - SIG-Contributor Experience reviews, key code merges, and technical changes in - core development, offering an essential digest for cloud platform engineers operating - large-scale orchestrators.' - language: English - resource_type: Newsletter - complexity: Advanced - hierarchy: - - Container Orchestration - - Kubernetes - - Core Development - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 005bb35b3e7888077ee71bfc941309922fa4a5362a7ac747cb12b94982dadcf1 - reputation_status: Vetted - reputation_summary: The premier, community-vetted authority for deep technical developments - within the core Kubernetes engine. - source_provenance: X.com (kubernetesio) - social_preview_url: '' - category: cicd-kubernetes-plugins - status: online - last_checked: 1780352404.14774 - suggested_new_category: '' - addition_method: automatic -https://build.microsoft.com/en-US/home?ocid=FY26_soc_omc_br_X_BuildRegister: - title: Microsoft Build 2026 Developer Event Portal - description: The official portal for Microsoft Build 2026, showcasing deep-dives - on real systems, local AI agents on Windows, and Azure cloud infrastructure scaling. - ai_summary: 'Curator Insight: Microsoft Build 2026 serves as the primary developer - forum introducing the convergence of local Windows environments and agentic Azure - architectures. - - - Live Grounding: Hosting hundreds of deep technical sessions in San Francisco and - online, the event highlights real-world AI scaling pipelines, next-generation - Azure Linux distributions, and extensive GitHub Copilot integrations for modern - software engineering workflows.' - language: English - resource_type: Site - complexity: Intermediate - hierarchy: - - Cloud Providers - - Microsoft Azure - - Developer Conference - tags: - - DE FACTO STANDARD - is_microservice: false - year: '2026' - stars: 4 - content_hash: 191e0560c7ec87e7f2d444dc46a67b3457e05c62e1e5b2269cf2aa7b7f709cd9 - reputation_status: Vetted - reputation_summary: Official portal for Microsoft's primary developer conference, - highly relevant for platform and application developers worldwide. - source_provenance: X.com (Microsoft) - social_preview_url: '' - category: introduction - status: online - last_checked: 1780352404.147753 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=XAOqUU5Xh1c: - title: Kubernetes New Contributor Orientation - description: Official Kubernetes New Contributor Orientation session video from - August 18, 2025. - ai_summary: This session details the technical governance, repository structure, - and automated testing workflows required for contributing to the Kubernetes ecosystem. - It covers the SIG (Special Interest Group) organizational framework, the Prow-driven - automation pipeline for pull requests, and the mechanics of OWNERS files, enabling - contributors to effectively navigate the code review and release processes critical - to maintaining cloud-native infrastructure. - language: en - resource_type: video - complexity: Beginner - hierarchy: - - Kubernetes - - Community - - Contributor Onboarding - tags: - - '[GUIDE]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: 2d7d5695c19262a6517e9819e7ce0acdd020daf7d49b87f9d68b24767b22c20a - reputation_status: Vetted - reputation_summary: Verified as an official Kubernetes community onboarding session; - highly trusted within the open-source cloud ecosystem. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/XAOqUU5Xh1c/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352414.115597 - suggested_new_category: kubernetes-community - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -? https://techcommunity.microsoft.com/blog/azuretoolsblog/from-prompt-to-production-open-in-vs-code-for-terraform-in-azure-copilot/4494931 -: title: 'From Prompt to Production: Open in VS Code for Terraform in Azure Copilot' - description: Official Microsoft release detailing the seamless integration between - the portal-based Azure Copilot and local VS Code instances for automated IaC orchestration. - ai_summary: 'This architectural enablement article introduces the ''Open in VS Code'' - capability embedded inside Azure Copilot within the Azure Portal. It allows cloud - architects to generate Terraform manifests via natural language and transition - directly to local workspace execution. - - - * Integrates Azure portal-based AI generation directly with local editor toolchains. - - * Eliminates copy-paste friction by maintaining operational states, environments, - and dependencies.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Infrastructure as Code - - Azure Copilot Integration - tags: - - '[EMERGING]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 84a64cb94d7dd554e5caaaee4d0d942c87a2f3ece9141039684a504bc8230638 - reputation_status: Vetted - reputation_summary: Official Microsoft-released tool feature that streamlines developer - context transitions, well-received by Azure DevOps practitioners. - source_provenance: X.com (nubenetes) - social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDk0OTMxLXdCdDlCSQ?revision=3 - category: azure - status: online - last_checked: 1780352414.115618 - suggested_new_category: cloud-infrastructure-ai - addition_method: automatic -https://www.minisim.app: - title: 'MiniSim: Launcher for iOS and Android Simulators' - description: A lightweight macOS menu bar utility engineered to launch iOS and Android - virtual devices with minimal overhead. - ai_summary: MiniSim addresses local virtualization friction by providing a highly - optimized, macOS native menu-bar application to launch mobile simulators. By integrating - with xcrun and local Android SDK directories, it provides direct, keyboard-driven - controls to manage emulators without triggering heavy IDE interfaces. It dramatically - improves development loop ergonomics and conserves system resources. - language: en - resource_type: website - complexity: Beginner - hierarchy: - - Development Tools - - Mobile Simulators - - macOS Utilities - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2024' - stars: 4 - content_hash: 616cbb4d6e81988803295d750c8ad8608309048ded1f6c813fbabdadd3e53f6a - reputation_status: Vetted - reputation_summary: Highly trusted, actively maintained macOS utility that serves - as a staple tool for mobile platform developers. - source_provenance: X.com (midudev) - social_preview_url: https://minisim.app/og-image.jpg - category: devops-tools - status: online - last_checked: 1780352414.11563 - suggested_new_category: developer-productivity - addition_method: automatic -https://www.youtube.com/watch?v=J7R-T9Y1x3Y: - title: Kubernetes New Contributor Orientation - description: Official Kubernetes New Contributor Orientation session video from - September 16, 2025. - ai_summary: This orientation outlines the governance, SIG (Special Interest Group) - structure, and contribution pipelines crucial for participating in the development - of the Kubernetes ecosystem. It details the technical workflow of submitting contributions, - including navigating the repository layout, adhering to OWNERS files guidelines, - and leveraging Prow-based automated testing. Mastering these processes empowers - cloud native architects in 2026 to successfully upstream optimizations, maintain - enterprise forks, and directly influence upstream API standards. - language: en - resource_type: video - complexity: Beginner - hierarchy: - - Kubernetes - - Community - - Contributor Onboarding - tags: - - '[GUIDE]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: 27c7fb4beadbdf3d6edccd8c2ccc1e4cdff811e933e8dc7bf8a19f4fb5844565 - reputation_status: Vetted - reputation_summary: Official CNCF session targeting the onboarding of new community - contributors to Kubernetes projects. - source_provenance: X.com (kubernetesio) - social_preview_url: https://img.youtube.com/vi/J7R-T9Y1x3Y/maxresdefault.jpg - category: Fundamentals and Documentaries - status: online - last_checked: 1780352414.115643 - suggested_new_category: kubernetes-community - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: Kubernetes -https://github.com/okwasniewski/minisim: - title: 'okwasniewski/MiniSim: MacOS Menu Bar App for iOS and Android Emulators' - description: The open-source Swift repository behind the lightweight MiniSim launcher - utility. - ai_summary: 'The open-source codebase for MiniSim, a native Swift utility designed - to automate the launch and configuration of iOS and Android emulators. It utilizes - ShellOut interfaces to interact with xcrun and emulator CLIs directly. - - - * Implements lightweight, native macOS architecture to minimize background memory - footprints. - - * Features custom command integration and automatic directory path detection for - rapid platform bootstrapping.' - language: en - resource_type: repository - complexity: Intermediate - hierarchy: - - Development Tools - - Mobile Simulators - - Open Source Utilities - tags: - - '[COMMUNITY-TOOL]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: d90aed95bc22e3cebe33166f41029c95fa9b1febe2f5c3d2c8e82f7fd2dcf72b - reputation_status: Vetted - reputation_summary: High community traction with over 2,400 GitHub stars and continuous - updates, confirming its stability as an open-source development tool. - source_provenance: X.com (midudev) - social_preview_url: https://repository-images.githubusercontent.com/593655213/2c60c2ac-b2b7-4f51-a889-71958265d1bb - category: devops-tools - status: online - last_checked: 1780352414.115655 - suggested_new_category: developer-productivity - addition_method: automatic - gh_stars: 2831 - gh_pushed: '2026-02-27T12:50:34Z' - gh_license: MIT -https://rosencharts.com: - title: 'Rosen Charts: RSC Compatible D3 Charting Library' - description: A zero-bundle-bloat data visualization library crafted for React Server - Components, D3.js, and Tailwind CSS. - ai_summary: 'Rosen Charts is a pioneer in web data visualization, engineered from - the ground up for React Server Components (RSC). By executing 100% of chart rendering - logic on the server via D3 and producing raw SVGs, it completely removes the client-side - bundle tax of traditional UI charting engines (like Recharts and Chart.js). - - - * Requires zero client-side JavaScript by default, avoiding hydration delays and - layout shifts. - - * Allows progressive enhancement with standard Tailwind classes and localized - interactivity.' - language: en - resource_type: website - complexity: Intermediate - hierarchy: - - Frontend - - React Server Components - - Data Visualization - tags: - - '[EMERGING]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: 64f6d6ba8b31b5a563a79d271f3a8a128016685cf023710b4e117a64d79fcf54 - reputation_status: Vetted - reputation_summary: Highly praised on Reddit and Dev.to in late 2025 and 2026 as - the premiere RSC-compatible, lightweight charting solution. - source_provenance: X.com (midudev) - social_preview_url: https://rosencharts.com/api/og - category: react - status: online - last_checked: 1780352414.115672 - suggested_new_category: web-visualization - addition_method: automatic -https://www.youtube.com/playlist?list=PLA6Ht2dJt3SId7vE9P5mppWdj65_l6hl7: - title: Model Context Protocol (MCP) and AI Agents in DevOps - description: Official collection of Kubernetes contributor orientation sessions, - tracking the community onboarding landscape. - ai_summary: This architectural playlist details how Model Context Protocol (MCP) - standardizes context and tool-calling interfaces for AI agents within modern cloud-native - systems. It explores the practical integration of autonomous agents into DevOps, - SRE, and API automation pipelines, replacing complex, manual scripts with intent-driven - workflows. By utilizing secure and scalable MCP servers, platform teams can safely - delegate infrastructure, database, and testing orchestration to context-aware - AI systems. - language: en - resource_type: playlist - complexity: Beginner - hierarchy: - - Kubernetes - - Community - - Contributor Onboarding - tags: - - '[GUIDE]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: d337a93db929ecf9925a32fe3968f186d100adddec8ab243774727e5c94cba59 - reputation_status: Vetted - reputation_summary: The official CNCF-administered YouTube playlist compiled for - global Kubernetes community training and contributor mentoring. - source_provenance: X.com (nubenetes) - social_preview_url: https://i.ytimg.com/vi/-Z-Z_lmA7nE/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLA3b7JR3467ac8sY_EEEETG97dnzw&days_since_epoch=20605 - category: AI and Future Operations - status: online - last_checked: 1780352414.115685 - suggested_new_category: kubernetes-community - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: DevOps + AI Agents -https://www.learnawsiam.com: - title: Learn AWS IAM Interactively - description: An interactive, visual in-browser simulator and puzzle application - designed to master AWS Identity and Access Management policies. - ai_summary: 'Inspired by ''Learn Git Branching'', Learn AWS IAM is a high-density, - interactive educational application that parses and simulates complex AWS IAM - policy evaluation rules directly in the browser. Using 12 puzzle-oriented levels, - it provides hands-on mastery over identity policies, resource policies, tag-based - ABAC, SCPs, and permissions boundaries. - - - * Leverages ReactFlow and XState to visually illustrate non-intuitive access flows. - - * Provides a native JSON editor with real-time evaluation feedback without requiring - AWS credentials.' - language: en - resource_type: website - complexity: Intermediate - hierarchy: - - AWS - - Security - - Identity and Access Management - tags: - - '[GUIDE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: fcdd679c786da8bcfe14c1d076898291ff2fa000a251d8f07bc6b684ca0aae07 - reputation_status: Vetted - reputation_summary: Lauded across Reddit's AWS community and Dev.to in 2026 as a - revolutionary, serverless visual simulator for policy education. - source_provenance: X.com (nubenetes) - social_preview_url: '' - category: aws-security - status: online - last_checked: 1780352414.115696 - suggested_new_category: aws-training-interactive - addition_method: automatic -https://www.databricks.com/dataaisummit/session/whats-new-apache-sparktm-41: - title: What's New in Apache Spark 4.1? | Databricks Data + AI Summit 2026 - description: Architectural breakdown of technical innovations in Apache Spark 4.1, - detailing Declarative Pipelines and Real-Time streaming enhancements. - ai_summary: 'This core presentation from the Databricks Data + AI Summit 2026 explores - major design shifts in Apache Spark 4.1. It introduces Spark Declarative Pipelines - (SDP) for simplified dependency orchestration and launches a dedicated Real-Time - Mode in Structured Streaming to achieve sub-second latency. - - - * Showcases robust Python performance leaps via Arrow-native UDFs/UDTFs and pushdown - filtering. - - * Demonstrates production-grade improvements in Spark Connect and GA SQL scripting - structures.' - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Data Engineering - - Distributed Computing - - Apache Spark Engine - tags: - - '[EMERGING]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 386e29da2e411b9fa139ab333b1d1ea9dc7b3e9e544c1842d0d995981a5af493 - reputation_status: Vetted - reputation_summary: Official Databricks Data + AI Summit presentation, establishing - authoritative roadmap definitions for modern big data pipelines. - source_provenance: X.com (ApacheSpark) - social_preview_url: '' - category: kubernetes-bigdata - status: online - last_checked: 1780352414.11571 - suggested_new_category: data-engineering - addition_method: automatic -? https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/eighth-generation-tpu-agentic-era/&linkId=61973364 -: title: 'Our Eighth Generation TPUs: Two Chips for the Agentic Era' - description: Google officially launches TPU 8t and TPU 8i, next-generation custom - ASICs built to scale training and minimize agentic inference latencies. - ai_summary: 'This release details Google''s eighth-generation custom ASICs, unveiling - a split computing strategy featuring TPU 8t (training) and TPU 8i (inference). - Engineered for the agentic era, these architectures deliver massive parallel computing - throughput with double the inter-chip bandwidth and 10x lower storage latencies. - - - * Employs the Virgo Network fabric to support near-linear cluster scaling up to - 1 million chips. - - * Focuses heavily on resilience, with telemetry-driven Optical Circuit Switching - targeting a 97% operational goodput rate.' - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI Infrastructure - - TPUs and Hardware Acceleration - tags: - - '[EMERGING]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 28c268b2a7fb414b1df263e1c25ee76c168ce86e45e1abd982b5c9b43f9c6098 - reputation_status: Vetted - reputation_summary: Authoritative hardware reveal from Google Cloud, widely recognized - as a major technological milestone for high-scale AI model serving in 2026. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/two_chips_for_the_agentic_era_hero.width-1300.png - category: uncategorized - status: online - last_checked: 1780352414.115813 - suggested_new_category: ai-infrastructure - addition_method: automatic -? https://aws.amazon.com/quick/?trk=11d49785-b668-4178-b82a-cc8f673b8c09&sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=944519510 -: title: Amazon Quick - AI Assistant for Work - description: Amazon's official multi-tool AI assistant platform for work-based research, - BI dashboards, and enterprise automations. - ai_summary: 'Curator Insight: Amazon Quick represents AWS’s strategic play to democratize - enterprise agentic workflows and AI-driven business intelligence. Live Grounding - confirms that this tool integrates organizational data with multi-model intelligence - to deliver automated research, dashboards, and app integrations. Key features - include root and IAM identity provider support, cross-tool workspaces (Slack, - Confluence), and customizable pricing tiers tailored to strict enterprise governance - structures.' - language: en - resource_type: document - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Artificial Intelligence - - AI Assistants - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 7252d27094860a9583afc9ce759346312fec4d9e77a3a2985726ad3553650e00 - reputation_status: Vetted - reputation_summary: Vetted and officially supported by AWS. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352424.113285 - suggested_new_category: '' - addition_method: automatic -https://azure.microsoft.com/en-us/products/azure-vmware: - title: Azure VMware Solution - description: Redeploy, extend, and run native VMware environments at scale in the - Microsoft Azure cloud. - ai_summary: 'Curator Insight: Azure VMware Solution remains a cornerstone technology - for legacy enterprise migrations, enabling zero-refactor vSphere workload portability - to the cloud. Live Grounding indicates that the fully managed service natively - integrates with Azure''s software-defined networking and governance layers, backed - by joint Microsoft-VMware support. It serves as a critical bridge for extending - VMware-based operations into public cloud native ecosystems without hypervisor-level - fragmentation.' - language: en - resource_type: document - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Hybrid Cloud - - VMware Migration - tags: - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4f485b1edd932920fbdddace5206e107f46cfa9c9fac080a8f010d4942e3011a - reputation_status: Vetted - reputation_summary: Highly stable, co-supported enterprise cloud migration platform. - source_provenance: X.com (Azure) - social_preview_url: '' - category: azure - status: online - last_checked: 1780352424.113303 - suggested_new_category: '' - addition_method: automatic -https://etcd.io/blog/2026/etcd-370-beta: - title: Announcing etcd v3.7.0-beta.0 - description: Official announcement of the first beta release of etcd v3.7.0, introducing - the RangeStream feature. - ai_summary: 'Curator Insight: The release of etcd v3.7.0-beta.0 marks a massive - architectural upgrade for the primary state database of Kubernetes. Live Grounding - reveals that this update introduces the highly anticipated RangeStream feature, - optimizing large-dataset retrieval while pruning legacy interfaces. Key enhancements - deliver bolstered cluster security, improved operational reliability, and a significant - reduction in CPU and memory overhead during high-volume query operations.' - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Native - - Distributed Databases - - Key-Value Stores - tags: - - DE FACTO STANDARD - is_microservice: true - year: '2026' - stars: 4 - content_hash: 332dc525dec207c20c54f3cdf24241745b9be6548d826cb1033b5c3b1b7b0bca - reputation_status: Vetted - reputation_summary: De facto standard key-value engine with highly active community - testing. - source_provenance: X.com (kubernetesio) - social_preview_url: '' - category: aws-databases - status: online - last_checked: 1780352424.113314 - suggested_new_category: '' - addition_method: automatic -https://kubernetes.io/blog/2026/05/20/etcd-370-beta: - title: Announcing etcd 3.7.0-beta.0 | Kubernetes - description: Kubernetes-centric blog post highlighting the upcoming etcd 3.7.0-beta.0 - features for cluster state storage. - ai_summary: 'Curator Insight: Synchronized with the primary project announcement, - the official Kubernetes blog highlights the integration benefits of etcd v3.7.0-beta.0 - for cluster orchestrators. Live Grounding validates that the RangeStream capability - directly alleviates serialization bottlenecks inside the Kubernetes API server - when listing large resource collections. This post serves as a crucial engineering - guide for cluster administrators preparing to test and validate next-generation - state storage under heavy workload scenarios.' - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Kubernetes - - Cluster Architecture - - Database Storage - tags: - - DE FACTO STANDARD - - GUIDE - is_microservice: true - year: '2026' - stars: 4 - content_hash: 46f2f0e84e0b8a9f6ad68653bbecd214ae2d15efe741086adc5db811d45d90ce - reputation_status: Vetted - reputation_summary: Vetted official Kubernetes ecosystem announcement. - source_provenance: X.com (kubernetesio) - social_preview_url: '' - category: aws-databases - status: online - last_checked: 1780352424.113325 - suggested_new_category: '' - addition_method: automatic -https://github.com/infiniumtek/terraform-review-agent: - title: terraform-review-agent - description: Reusable GitHub Action that reviews Terraform PRs for security, cost, - and style using a LangGraph multi-agent system. - ai_summary: 'Curator Insight: This project demonstrates the state of the art in - agentic DevOps, moving beyond rigid static analysis to cognitive IaC review. Live - Grounding verifies that the repository leverages a LangGraph-driven multi-agent - system to evaluate Terraform pull requests across security, cost (via Infracost), - and styling dimensions. It aggregates multi-source linting alerts into a singular, - prioritized GitHub PR comment with estimated blast-radius analysis to reduce developer - decision fatigue.' - language: en - resource_type: repository - complexity: Intermediate - hierarchy: - - DevOps - - Infrastructure as Code - - AI Code Review - tags: - - EMERGING - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4e8a77262c7f90e8f8b65dd1c35bafa866870581147b8987fe71adc71a59204e - reputation_status: Vetted - reputation_summary: Vetted and highly rated emerging community tool for agentic - DevOps workflows. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/3f804f2152a78cd9240a02c30b704fe0884a2141392ac8bd4349e3eb309a8d45/infiniumtek/terraform-review-agent - category: terraform - status: online - last_checked: 1780352424.113345 - suggested_new_category: '' - addition_method: automatic - gh_stars: 79 - gh_pushed: '2026-05-21T05:25:52Z' - gh_license: MIT -? https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/azure/acom/documents/pdfs/en-us/Azure-Essentials-customer-infographic-Innovate-with-AIFINAL.pdf -: title: Azure Essentials Customer Infographic - Innovate with AI - description: Microsoft's infographic on building, migrating, and optimizing AI and - cloud workloads responsibly with Azure Essentials. - ai_summary: 'Curator Insight: This formal artifact provides a visual methodology - for aligning generative AI initiatives with Azure''s Cloud Adoption Framework - (CAF) best practices. Live Grounding shows that the infographic highlights crucial - pathways for modernizing infrastructure, unifying data estates, and deploying - secure AI agents. It maps Azure AI Foundry capabilities to enterprise cloud governance, - resiliency planning, and FinOps budgeting for scale.' - language: en - resource_type: document - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Artificial Intelligence - - Governance Frameworks - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 1a50ef8ea172de838275d4b62a63836414f43777d1b8d48a99e6ef1e41b1b126 - reputation_status: Vetted - reputation_summary: Official roadmap artifact published by Microsoft Azure. - source_provenance: X.com (Azure) - social_preview_url: '' - category: azure - status: online - last_checked: 1780352424.113358 - suggested_new_category: '' - addition_method: automatic -https://www.ai.engineer/worldsfair/2026: - title: AI Engineer World's Fair 2026 - description: The largest technical AI conference featuring tracks on agentic systems, - Model Context Protocol, and enterprise scaling. - ai_summary: 'Curator Insight: The AI Engineer World’s Fair serves as the primary - technical center of gravity for the open-source and enterprise AI engineering - community. Live Grounding confirms that the 2026 conference spans 29 tracks and - showcases advancements in agent orchestration, Model Context Protocol (MCP) tooling, - and cost-efficient LLM evaluations. It provides essential architectural networking - and product showcases for engineers designing autonomous systems.' - language: en - resource_type: event - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Developer Conferences - - Agentic Systems - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: e03dc21400722c30355c02048062c46f98607807108b3c21f1c8832c2e08ff09 - reputation_status: Vetted - reputation_summary: Premier industry technical conference on modern AI engineering. - source_provenance: X.com (swyx) - social_preview_url: https://ai.engineer/og-image-worldsfair-2026.png - category: ai-agents-mcp - status: online - last_checked: 1780352424.113367 - suggested_new_category: '' - addition_method: automatic -https://www.uber.com/us/en/blog/solving-the-agent-identity-crisis: - title: Solving the Identity Crisis for AI Agents - description: Detailed overview of Uber's cryptographically secure SPIRE and MCP-based - identity framework for microservice-aware AI agents. - ai_summary: 'Curator Insight: Uber’s identity framework presents a pioneering solution - to the auditability gap in autonomous agent-to-agent (A2A) workflows. Live Grounding - outlines how the architecture integrates Model Context Protocol (MCP) with SPIRE-backed - workload identities and a secure Security Token Service (STS). By enforcing a - cryptographically signed ''actor chain'' JWT, Uber enables complete end-to-end - lineage tracking, showing precisely which human operator initiated a multi-hop - agentic system action.' - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Security - - AI Agents - - Identity and Access Management - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: true - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly influential technical case study by Uber's security and - platform team. - source_provenance: X.com (UberEng) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352424.113375 - suggested_new_category: '' - addition_method: automatic -https://events.atlassian.com/team-digital: - title: Team '26 Digital - description: On-demand streams and keynotes for Atlassian Team '26, highlighting - the general availability of the Rovo MCP Server. - ai_summary: 'Curator Insight: The Team ’26 virtual experience showcases Atlassian''s - strategic shift toward exposing its Teamwork Graph as a decoupled operational - context layer for external AI networks. Live Grounding indicates that key highlights - include the general availability of the Rovo MCP Server, allowing agents in IDEs - (Claude Code, Cursor) to directly query Confluence and Jira databases. Additionally, - custom agent skills creation via Rovo Studio and the ''Flex'' wallet licensing - model represent major evolutions in enterprise collaboration.' - language: en - resource_type: event - complexity: Intermediate - hierarchy: - - DevOps - - Team Collaboration - - AI Agent Integration - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: e1b7f4775790bab0b4f30b2cc9a886d7d019b8549f526be3d7d723453f9648be - reputation_status: Vetted - reputation_summary: Official digital hub for Atlassian's major flagship event. - source_provenance: X.com (Atlassian) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352424.113447 - suggested_new_category: '' - addition_method: automatic -https://developers.openai.com/codex/app/computer-use: - title: Computer Use - Codex App | OpenAI Developers - description: With computer use, Codex can see and operate graphical user interfaces - on macOS or Windows. - ai_summary: The OpenAI Codex computer use capability allows the AI agent to interact - directly with macOS and Windows graphical user interfaces by interpreting screen - pixels and accessibility APIs. It enables hands-free execution of complex desktop - workflows such as media editing, settings configurations, and browser automation - without requiring application-specific APIs. Security is maintained through robust, - user-configurable app-by-app permissions and explicit prompt validation hooks. - language: en - resource_type: documentation - complexity: advanced - hierarchy: - - Artificial Intelligence - - AI Agents - - Computer Use - - GUI Automation - tags: - - '[DE FACTO STANDARD]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: ed79031a20a27dfd4a2a87775cff9338bffcb8d2b942d307043c06414d4811d1 - reputation_status: Vetted - reputation_summary: Highly anticipated and well-received official feature enabling - OpenAI Codex to interact with local systems via screen capture and accessibility - API controls on macOS and Windows. - source_provenance: X.com (OpenAI) - social_preview_url: https://developers.openai.com/og/codex/app/computer-use.png - category: ai-agents-mcp - status: online - last_checked: 1780352454.11968 - suggested_new_category: '' - addition_method: automatic -https://www.latent.space/p/ainews-new-ai-infra-unicorns-exa: - title: '[AINews] New AI Infra unicorns: Exa, Modal, TurboPuffer' - description: A recap of significant fundraises, engineering updates, and AI infrastructure - milestones, highlighting new unicorns Exa, Modal, and TurboPuffer. - ai_summary: This edition of Latent Space's AINews chronicles a major capital influx - into the AI infrastructure layer, tracking milestone valuations for next-generation - search engine Exa, serverless GPU platform Modal, and real-time vector database - TurboPuffer. The synthesis covers architectural pivots such as NVIDIA's Gated - DeltaNet-2, the RAEv2 representation autoencoder framework, and the broader shift - toward agent-native infrastructure. It provides deep analytical insights into - the commercial viability and operational scale of modern AI hardware and middleware - deployments. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Artificial Intelligence - - AI Infrastructure - - Industry Analysis - - Funding News - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: ea75601d28627070d196eea2c3c5bc634062f5beea3bdda9455f36ae40cd1c22 - reputation_status: Vetted - reputation_summary: Highly reputable AI newsletter and podcast covering frontier - developments in machine learning infrastructure and agentic workflows. - source_provenance: X.com (swyx) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352454.119694 - suggested_new_category: '' - addition_method: automatic -? https://finance.yahoo.com/sectors/technology/articles/broadcom-expands-collaboration-google-cloud-130000376.html?linkId=61973388 -: title: Broadcom Expands Collaboration with Google Cloud on Cloud Network Insights - description: Broadcom and Google Cloud collaborate to launch Cloud Network Insights, - an observability service enabled by AppNeta for multi-cloud, hybrid, and agentic - environments. - ai_summary: Google Cloud and Broadcom have collaborated to launch Cloud Network - Insights, a first-party observability service powered by Broadcom's AppNeta technology. - Designed for hybrid, multi-cloud, and agentic environments, the platform delivers - deep end-to-end network path visibility to help IT teams rapidly isolate application - performance issues from network-related bottlenecks. This integration addresses - the critical telemetry requirements of distributed AI workloads and cross-cloud - SaaS dependencies, significantly reducing Mean Time to Resolution (MTTR). - language: en - resource_type: article - complexity: advanced - hierarchy: - - Public Cloud - - Google Cloud Platform - - Observability - - Network Performance Monitoring - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 2e28b1edea659cb648fd213c5bbf5256fc7d693624c7af621bf50db4c7f0e4f3 - reputation_status: Vetted - reputation_summary: Broadcom and Google Cloud are highly trusted enterprise vendors - introducing enterprise-grade network observability. - source_provenance: X.com (GoogleCloud) - social_preview_url: '' - category: uncategorized - status: online - last_checked: 1780352454.119782 - suggested_new_category: '' - addition_method: automatic -https://www.hashicorp.com/en/blog/new-in-terraform-115-dynamic-sources-variable-deprecation-and-more: - title: 'New in Terraform 1.15: Dynamic sources, variable deprecation, and more' - description: A deep dive into Terraform 1.15 features, including dynamic module - sources using variables, variable and output deprecation attributes, Windows ARM64 - builds, and improved CLI warning details. - ai_summary: Terraform 1.15 introduces native dynamic module sources and versions, - allowing practitioners to leverage variables to configure upstream dependencies - at initialization by declaring variables with a new `const` attribute. The release - also implements a robust deprecation framework with a dedicated `deprecated` attribute - for variables and outputs, enabling module authors to issue descriptive warnings - during planning. Additional platform updates include official Windows ARM64 builds, - inline type conversion support, and streamlined S3 AWS login configurations. - language: en - resource_type: article - complexity: advanced - hierarchy: - - Infrastructure as Code - - Terraform - - Module Configuration - - Lifecycle Management - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: HashiCorp Terraform is the industry-standard tool for Infrastructure - as Code. The 1.15 release is widely adopted and highly stable. - source_provenance: X.com (nubenetes) - social_preview_url: '' - category: terraform - status: online - last_checked: 1780352454.119802 - suggested_new_category: '' - addition_method: automatic -https://www.pulumi.com/blog/better-cli-interactions-for-agents-and-humans: - title: Better CLI Interactions for Agents and Humans - description: Pulumi introduces a major CLI overhaul designed to optimize terminal - interactions for both human developers and autonomous AI agents. - ai_summary: Pulumi's CLI overhaul optimizes terminal-based infrastructure workflows - for both human operators and autonomous LLM agents (like Claude Code and Codex). - Key enhancements include guessable singular-noun commands, the new `pulumi do` - command for direct stateless CRUD operations across cloud resources, and ephemeral - 72-hour Pulumi Cloud agent accounts. The terminal output is systematically restructured - to emit machine-parseable JSON and agent-friendly Markdown, minimizing token consumption - and structural parsing errors. - language: en - resource_type: article - complexity: advanced - hierarchy: - - Infrastructure as Code - - Pulumi - - CLI Tools - - AI Agent Integrations - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 71baff5ad79f8abf05ac54746087fa59e7c093ead3473d0c873afc16b03b97bb - reputation_status: Vetted - reputation_summary: Pulumi is an enterprise-stable Infrastructure as Code provider. - This CLI revamp addresses the rapid growth of AI-driven deployments on their platform. - source_provenance: X.com (PulumiCorp) - social_preview_url: https://www.pulumi.com/blog/better-cli-interactions-for-agents-and-humans/meta.png - category: pulumi - status: online - last_checked: 1780352454.119819 - suggested_new_category: '' - addition_method: automatic -https://techcommunity.microsoft.com/tag/marketplace%20ai%20apps%20%26%20agents?nodeid=board%3Amarketplace-blog: - title: 'Tag: "marketplace ai apps and agents" | Microsoft Community Hub' - description: A curated feed of posts, articles, and guides focused on building, - publishing, securing, and scaling commercial AI apps and agents on Microsoft Marketplace. - ai_summary: The Microsoft Community Hub's marketplace AI apps and agents series - offers end-to-end guidance for software companies looking to build, publish, and - sell AI agents on Microsoft Azure. It addresses critical architectural decisions, - including multi-tenancy models, secure data boundaries, performance optimization - frameworks, and custom SaaS metered billing. By leveraging these architectural - best practices, publishers can safely package, deploy, and scale autonomous cognitive - solutions in compliant enterprise environments. - language: en - resource_type: documentation - complexity: intermediate - hierarchy: - - Public Cloud - - Azure - - SaaS Marketplace - - AI Agent Distribution - tags: - - '[GUIDE]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 6f9cb9cfe14b6e3872bd9a7d3b6a7ed0e627c16e8e47b979fb1c153b48567f5f - reputation_status: Vetted - reputation_summary: Official Microsoft community hub covering production-ready architecture, - billing models, compliance, and deployment pipelines for commercial AI agents. - source_provenance: X.com (Azure) - social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/themes/customTheme1/favicon-1730836271365.png?time=1730836274203 - category: azure - status: online - last_checked: 1780352454.119831 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=pMfG-vYvnv8&feature=youtu.be: - title: Azure Update 22nd May 2026 - description: John Savill's weekly technical overview of new Azure updates, featuring - AKS AppInsight auto-instrumentation, Azure Linux 4.0, Cosmos DB LangChain integration, - and more. - ai_summary: This technical weekly update by John Savill covers critical Azure platform - updates, including automatic instrumentation of Azure Kubernetes Service (AKS) - with Application Insights, Cosmos DB's native LangChain and LangGraph integrations, - and the release of Azure Linux 4.0. Savill breaks down the performance and architecture - impacts of new TLS certificate management in Azure Functions Flex Consumption, - Azure Storage Actions mock execution paths, and enhanced NSG/UDR limits. - language: en - resource_type: video - complexity: intermediate - hierarchy: - - Public Cloud - - Azure - - Platform Updates - - Weekly Digest - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 5291bc0b5a0ebfec75577ac26027594401dcc97d4f71f3740e8b1b1cb07e54a9 - reputation_status: Vetted - reputation_summary: John Savill's Technical Training is highly respected across - the cloud ecosystem for authoritative, accurate, and comprehensive Azure updates. - source_provenance: X.com (NTFAQGuy) - social_preview_url: https://img.youtube.com/vi/pMfG-vYvnv8/maxresdefault.jpg - category: azure - status: online - last_checked: 1780352454.119894 - suggested_new_category: '' - addition_method: automatic -? https://www.linkedin.com/pulse/azure-weekly-update-22nd-may-2026-john-savill-xpidc/?trackingId=ogg9bm9PQnyhEbNxtvW8Iw%3D%3D -: title: Azure Weekly Update - 22nd May 2026 - description: A written companion to John Savill's weekly Azure Update, summarizing - platform enhancements, networking changes, and new AI integrations. - ai_summary: This article serves as the comprehensive written digest of John Savill's - Azure platform updates for late May 2026. Key areas highlighted include Cosmos - DB integration with LangChain/LangGraph, TLS certificate bindings in Functions - Flex Consumption, AKS Application Insights auto-instrumentation, and Azure Storage - Mover scheduling refinements. The compilation provides cloud architects with a - quick-reference index of security, networking, and serverless compute alterations - across Azure regions. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Public Cloud - - Azure - - Platform Updates - - Weekly Digest - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 82c98ff33172475258130dd776cd8c7f00aad992a534dd4b9ae110cfd7ba3aa2 - reputation_status: Vetted - reputation_summary: Authoritative written companion to John Savill's highly regarded - video updates on Azure infrastructure and engineering. - source_provenance: X.com (NTFAQGuy) - social_preview_url: https://media.licdn.com/dms/image/v2/D5612AQGBC26FtcQtTA/article-cover_image-shrink_720_1280/B56Z5QSvnpHkAQ-/0/1779463554107?e=2147483647&v=beta&t=E1laAouaAW0gcxroSxvbJVC8DPotjJicz4OVluje2x4 - category: azure - status: online - last_checked: 1780352454.119957 - suggested_new_category: '' - addition_method: automatic -https://www.pulumi.com/releases/agentic-infrastructure-era: - title: The Agentic Infrastructure Era | Pulumi Releases - description: An official landing page and resource hub detailing Pulumi's product - launches and integrations designed specifically for agent-native cloud deployments. - ai_summary: Pulumi's launch page for the 'Agentic Infrastructure Era' outlines a - strategic suite of features facilitating lights-out, autonomous cloud provisioning. - The release coordinates major capabilities like the `pulumi do` declarative-to-imperative - bridge, instant ephemeral credentials, and native integration with AI frameworks - such as Claude Code and Microsoft Foundry. This architectural pivot enables organizations - to safely hand over portion of their IaC pipeline to self-correcting agents that - operate within pre-existing organizational policy guardrails. - language: en - resource_type: article - complexity: advanced - hierarchy: - - Infrastructure as Code - - Pulumi - - AI Agents - - Agentic Architecture - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 38c6172d00e75610cd3bd43eb45d96ca612d27583dfb4d064da6a0c1ee7792c6 - reputation_status: Vetted - reputation_summary: Pulumi's official launch hub outlining their strategic vision - and software capabilities for the AI agent-driven IaC era. - source_provenance: X.com (PulumiCorp) - social_preview_url: https://www.pulumi.com/images/releases/may-2026/meta.png - category: pulumi - status: online - last_checked: 1780352454.119973 - suggested_new_category: '' - addition_method: automatic -https://www.microsoft.com/en-us/customers/brand-collections/premier-league-transforming-fan-experiences: - title: Premier League Deepens Fan Connection Using AI | Microsoft Customer Stories - description: A case study showcasing how the Premier League transformed its digital - fan experience using Azure AI, Microsoft Foundry, and multi-agent systems. - ai_summary: This Microsoft customer story details the Premier League's deployment - of the Premier League Companion, a massive-scale personalization engine powered - by Azure AI and Microsoft Foundry. Unifying 30 seasons of historical match data - with real-time telemetry, the platform leverages a multi-agent AI system and Azure - Cosmos DB to serve real-time personalized content to 60 million active fans. This - architectural transition demonstrates how complex cognitive multi-agent systems - can achieve enterprise-grade scale and boost user engagement by 20% YOY. - language: en - resource_type: article - complexity: advanced - hierarchy: - - Public Cloud - - Azure - - AI Agents - - Enterprise Architecture - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Official Microsoft customer success story representing a real-world - enterprise deployment of Azure and Microsoft Foundry with high scalability. - source_provenance: X.com (Azure) - social_preview_url: '' - category: azure - status: online - last_checked: 1780352454.119984 - suggested_new_category: '' - addition_method: automatic -https://hermes-agent.nousresearch.com/docs: - title: Hermes Agent Documentation | Hermes Agent - description: The self-improving AI agent built by Nous Research with a closed-loop - learning mechanism. - ai_summary: 'Official documentation for Hermes Agent, an autonomous, self-improving - AI agent developed by Nous Research with a closed-loop skill distillation mechanism. - - - **Architectural Value**: Runs on low-cost serverless environments or VPS systems - to handle long-running background tasks. - - - **Key Features**: Supports persistent SQLite-based cross-session memory, automatic - skill formation using DSPy + GEPA, and native messaging integration across platforms - like Slack and Telegram. - - - **Technical Significance**: Represents a major step toward resilient, persistent - AI workers that improve recursively over execution cycles.' - language: en - resource_type: documentation - complexity: advanced - hierarchy: - - AI and Machine Learning - - AI Agents - - Self-Improving Agents - - Hermes Agent Framework - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 8ceb27d833b7aeb238f98cb653e3d273bc3fdce16cad318e4eebfb4b7dfc5a84 - reputation_status: Vetted - reputation_summary: Highly praised by the open-source and AI engineering community - for its unique built-in learning loop and multi-platform autonomous capabilities. - source_provenance: X.com (nubenetes) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352544.370217 - suggested_new_category: '' - addition_method: automatic -https://dataaisummit.databricks.com/flow/db/dais2026/landing/page/home: - title: Databricks Data + AI Summit 2026 - description: The premier global conference for data engineering, lakehouses, MLOps, - and generative AI orchestration. - ai_summary: 'The official landing portal for Databricks Data + AI Summit 2026, the - premier industry conference centered around data engineering, analytics, MLOps, - and generative AI. - - - **Architectural Value**: Aggregates industry advancements in data lakes, lakehouses, - MLOps, and agentic AI. - - - **Key Features**: Provides registration, session schedules, and networking resources. - - - **Technical Significance**: Offers a centralized look into real-world deployments - of Apache Spark, Delta Lake, and generative AI orchestration patterns.' - language: en - resource_type: event - complexity: intermediate - hierarchy: - - Data Engineering - - Machine Learning - - AI Conference - - Databricks Ecosystem - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: c4364c7503e1b1f4ec387333c1d3da11c384cf237499e88789d09dc443ce7c8f - reputation_status: Vetted - reputation_summary: The flagship global conference for the data, analytics, and - AI ecosystem hosted by Databricks, highly regarded by enterprise data engineers - and architects. - source_provenance: X.com (ApacheSpark) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352544.370242 - suggested_new_category: '' - addition_method: automatic -https://www.databricks.com/dataaisummit/session/evolving-apache-spark-structured-streaming-open-source-year-review-and: - title: 'Evolving Apache Spark Structured Streaming in Open Source: A Year in Review - and the Road Ahead!' - description: A technical breakdown of Apache Spark Structured Streaming advancements - in versions 4.1 and 4.2. - ai_summary: 'An in-depth technical retrospective and roadmap session on open-source - Apache Spark Structured Streaming, tracking the critical evolution into Spark - 4.1 and 4.2. - - - **Architectural Value**: Addresses mission-critical streaming ETL and real-time - ingestion pipelines. - - - **Key Features**: Highlights the new ''Real-Time Mode'' for sub-millisecond - latencies and enhanced stateful transform utilities like `TransformWithState`. - - - **Technical Significance**: Details query evolution, state repartitioning, and - lock revamps required to sustain high-throughput data processing in large-scale - deployments.' - language: en - resource_type: session - complexity: advanced - hierarchy: - - Data Engineering - - Stream Processing - - Apache Spark - - Structured Streaming - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 7912725b38339251cb3b075a485f860d370fad6bddaa068c2ffe8575d18370e1 - reputation_status: Vetted - reputation_summary: Highly valued session by streaming architects detailing major - architectural improvements to open-source Apache Spark 4.1 and 4.2. - source_provenance: X.com (ApacheSpark) - social_preview_url: '' - category: aws-databases - status: online - last_checked: 1780352544.370254 - suggested_new_category: kubernetes-bigdata - addition_method: automatic -https://github.com/microsoft/Webwright: - title: Microsoft Webwright - description: A simple SWE-style browser agent framework that achieves SOTA results - on long-horizon web tasks. - ai_summary: 'A SOTA terminal-native browser automation framework released by Microsoft - Research designed to solve long-horizon web tasks. - - - **Architectural Value**: Shifts the paradigm from sequential point-and-click - step predictions to a code-composition workflow. - - - **Key Features**: Equips the LLM with a local bash environment to dynamically - write and execute custom Playwright scripts, capturing critical logs and screenshots - within isolated environments. - - - **Technical Significance**: Achieves 60.1% accuracy on the Odysseys benchmark - using basic models, presenting a major threat to resource-intensive browser-native - agent architectures.' - language: en - resource_type: repository - complexity: advanced - hierarchy: - - AI and Machine Learning - - AI Agents - - Web Automation - - Webwright Framework - tags: - - '[EMERGING]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: b653cf509a4c048131e4a442efe7ccd9286059f28e5caec9085401680cf22733 - reputation_status: Vetted - reputation_summary: Released by Microsoft Research in May 2026, Webwright has quickly - gained massive acclaim for achieving SOTA long-horizon web browsing scores using - a simple terminal-native Playwright code-writing paradigm. - 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enterprise CRM insights. The workspace showcases Quick Flows, allowing users to - automate task reasoning, write personalized proposals, and review statements of - work. Additionally, newly detailed Microsoft 365 extensions enable direct AI automation - within local Excel and Word primitives. This asset is essential for cloud architects - seeking to deploy, govern, and integrate native agentic AI workloads into legacy - productivity environments. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - AWS Cloud - - Generative AI - - Agentic Workflows - - SaaS Integrations - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 84 - content_hash: 80eac036d1a2f9c8d8368a69bec8d1a121e6920a9fc323510025cfed6090bd1d - reputation_status: Vetted - reputation_summary: An official AWS enterprise product offering that bridges AI - reasoning with enterprise business data. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-newfeatures - status: online - last_checked: 1780400585.972067 - suggested_new_category: '' - addition_method: automatic -? https://aws.amazon.com/events/reinvent/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=GSMT%20Only&linkId=950284531 -: title: AWS re:Invent Event Portal - description: The primary learning and announcements portal for Amazon Web Services - re:Invent conference. - ai_summary: 'The primary information repository and registration hub for AWS''s - flagship learning event. - - - **Architectural Value**: Serves as the ground truth for major cloud infrastructure, - compute, and serverless product launches. - - - **Key Features**: Comprehensive catalog of technical bootcamps, architectural - breakout sessions, and keynotes. - - - **Technical Significance**: Essential for enterprise cloud architects seeking - to keep abreast of managed service innovations and optimization patterns.' - language: en - resource_type: event - complexity: intermediate - hierarchy: - - AWS Ecosystem - - Cloud Conferences - - re:Invent Events - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 0c494498880ce071e39678c8245dd4a17251c0eb519814b91a070326a8b68a03 - reputation_status: Vetted - reputation_summary: The premier annual AWS learning conference where global cloud - announcements, deep-dive sessions, and technical architecture workshops are launched. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-architecture - status: online - last_checked: 1780352544.370534 - suggested_new_category: '' - addition_method: automatic -? https://aws.amazon.com/solutions/case-studies/aeromexico-case-study/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=c1377653-d4d2-4ea4-ad85-f94d5d9ebf33&trk=c1377653-d4d2-4ea4-ad85-f94d5d9ebf33&linkId=950665799 -: title: Aeroméxico Modernization Case Study on AWS - description: Detailed enterprise architecture migration and application modernization - success study on AWS. - ai_summary: 'An architectural case study analyzing Aeroméxico''s enterprise migration - and modernization journey on AWS. - - - **Architectural Value**: Demonstrates modernization of 350+ applications from - three legacy data centers to a single-cloud layout. - - - **Key Features**: Leverages AWS Lambda serverless pipelines, Amazon RDS state - preservation, and Amazon S3. - - - **Technical Significance**: Highlights an 80% application refactoring rate, - showcasing how structural observability can accelerate legacy system retirement.' - language: en - resource_type: case-study - complexity: advanced - hierarchy: - - Cloud Migration - - Enterprise Architecture - - Case Studies - - Aeroméxico Modernization - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 2d0d5859523f556bf26b558a0f4a39ab3de09fb043a111a8f9a8079bb532ab7b - reputation_status: Vetted - reputation_summary: Vetted official AWS Case Study detailing legacy system refactoring - and large-scale cloud modernization. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-devops - status: online - last_checked: 1780352544.370639 - suggested_new_category: aws-architecture - addition_method: automatic -https://www.anthropic.com/engineering/how-we-contain-claude: - title: How We Contain Claude Across Products - description: An engineering deep-dive into sandboxing, gVisor containers, and security - boundaries at Anthropic. - ai_summary: 'A highly transparent, authoritative engineering analysis by Anthropic - detailing the multi-tiered sandboxing techniques used to secure Claude. - - - **Architectural Value**: Addresses the security blast radius of autonomous AI - agents interacting with environments. - - - **Key Features**: Contrasts the use of gVisor for claude.ai, Seatbelt/Bubblewrap - for Claude Code, and full hypervisor virtual machines for Cowork. - - - **Technical Significance**: Breaks down historical security breaches (e.g., - domain-based egress bypasses and config parsing injection), establishing best - practices for implementing robust agent egress filters and least-privilege mounts.' - language: en - resource_type: article - complexity: advanced - hierarchy: - - AI Security - - Agent Sandboxing - - Container Security - - Anthropic Containment Strategy - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: f9b1830b5fcde2d73a52801c4316f641493d4a51b76af3ba6b3e4d7daaa65a50 - reputation_status: Vetted - reputation_summary: Widely praised on Reddit and Hacker News as one of the most - transparent, high-depth security analyses of AI agent containment and sandboxing - architecture. - source_provenance: X.com (AnthropicAI) - social_preview_url: https://cdn.sanity.io/images/4zrzovbb/website/82d2262129af025d98a46411fbd42ee970a95cb4-2400x1260.heif - category: ai-agents-mcp - status: online - last_checked: 1780352544.370655 - suggested_new_category: '' - addition_method: automatic -? https://cloud.google.com/blog/products/ai-machine-learning/google-named-a-leader-in-the-gartner-magic-quadrant&linkId=61975377 -: title: Google Named a Leader in the Gartner Magic Quadrant for AI Application Development - Platforms - description: Google Cloud recognized as a Leader in the inaugural Gartner Magic - Quadrant for AI Application Development Platforms, with a mid-cycle update highlighting - Vertex AI, Gemini Enterprise, and Model Context Protocol (MCP) integrations. - ai_summary: This mid-cycle update of the Gartner Magic Quadrant designates Google - as a Leader in AI Application Development Platforms, highlighting the integration - of Gemini Enterprise and the Vertex AI Agent Platform. Key architectural highlights - include out-of-the-box support for the open-standard Model Context Protocol (MCP) - via 50+ managed servers and advanced agent simulation pipelines. The platform - excels in critical capabilities, specifically agent execution trajectory evaluations, - enabling rigorous governance and lifecycle management for enterprise AI agent - systems. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Cloud Platforms - - Google Cloud Platform - - Vertex AI and AI Application Development - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: c2ff7242306a510ebf75add1de297442b38c670f43e7297cff0956babe80b228 - reputation_status: Vetted - reputation_summary: Official announcement from Google Cloud Blog. Heavily vetted - and authoritative industry report coverage. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/01_-_AI__Machine_Learning_H1ZyZG8.max-2600x2600.jpg - category: uncategorized - status: online - last_checked: 1780352561.468358 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=TkN2i-_4N4g&feature=youtu.be: - title: Curso COMPLETO de Python DESDE CERO para Principiantes 2025 - description: Curso completo y práctico de Python desde cero para principiantes por - midudev, que abarca desde la sintaxis básica y estructuras de datos hasta temas - avanzados como web scraping, APIs y automatización con Playwright. - ai_summary: An exhaustive, 8.5-hour hands-on Python engineering guide structured - for rapid developer onboarding in modern application environments. The syllabus - advances logically from foundational syntax and core data structures to advanced - topics, including RESTful API consumption (OpenAI and DeepSeek integrations), - robust regex parsing, and modern automated web scraping with Playwright. Ideal - for systems engineers and DevOps practitioners looking to master automated scripting - and orchestration logic. [SPANISH CONTENT] - language: es - resource_type: video - complexity: beginner - hierarchy: - - Programming - - Python - - Hands-on Coding - tags: - - '[GUIDE]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: 7a3fe2990149750b26c06e9d5a581b9b0882f30a371a09a3574da992edf1fe08 - reputation_status: Vetted - reputation_summary: Highly acclaimed full Python programming course by Víctor de - Andrés (midudev), trusted by the global Spanish developer community with millions - of views. - source_provenance: X.com (midudev) - social_preview_url: https://img.youtube.com/vi/TkN2i-_4N4g/maxresdefault.jpg - category: python - status: online - last_checked: 1780352561.468422 - suggested_new_category: '' - addition_method: automatic -https://devtoolhub.com/claude-skills-devops-skillmd-guide: - title: 'Claude Skills for DevOps: Build Your First SKILL.md' - description: Learn how to build Claude Skills for DevOps with real SKILL.md examples. - Covers Terraform, Kubernetes, and CI/CD pipeline skills with security best practices. - ai_summary: This technical guide outlines the architecture and execution of Claude - Skills tailored for infrastructure automation and operations using SKILL.md manifests. - It provides concrete, actionable schemas for wrapping Terraform provisioning, - Kubernetes deployments, and CI/CD triggers into structured instructions that LLM - agents can safely execute. Emphasizes strict permission boundaries, security boundaries, - and validation parameters to prevent destructive actions during agentic pipeline - execution. - language: en - resource_type: article - complexity: advanced - hierarchy: - - AI and Agents - - Agent Integrations - - DevOps Skill Manifests - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 344a5e9a44cd818f813e0fc381be40202857295eaa85a4c41caa98426c47f17b - reputation_status: Vetted - reputation_summary: Practical guide providing concrete technical patterns for integrating - DevOps workflows with Claude Skills via SKILL.md. - source_provenance: X.com (nubenetes) - social_preview_url: https://devtoolhub.com/wp-content/uploads/2026/05/image-9-1024x576.png - category: ai-agents-mcp - status: online - last_checked: 1780352561.468447 - suggested_new_category: '' - addition_method: automatic -https://www.kaggle.com: - title: 'Kaggle: The World''s AI Proving Ground' - description: Discover what actually works in AI. Join millions of builders, researchers, - and labs evaluating agents, models, and frontier technology through crowdsourced - benchmarks, competitions, and hackathons. - ai_summary: As the premier crowdsourced benchmark and competitive machine learning - platform, Kaggle serves as a critical testing ground for model evaluation, collaborative - notebooks, and diverse open datasets. The platform supports containerized compute - kernels, TPU/GPU acceleration environments, and rigorous validation metrics for - testing deep learning architectures. It acts as an essential repository for data - pipelines, model benchmarking, and modern AI engineering pipelines. - language: en - resource_type: platform - complexity: intermediate - hierarchy: - - Data Science - - Machine Learning - - Platform - tags: - - '[DE FACTO STANDARD]' - is_microservice: false - year: '2010' - stars: 4 - content_hash: 9a67dca874ef2bbcff8c73e773b5b2613b40dbbe6edcfe25d90322e276f8fcbd - reputation_status: Vetted - reputation_summary: Industry-standard platform owned by Google, widely recognized - as the premier venue for competitive data science and machine learning research. - source_provenance: X.com (midudev) - social_preview_url: https://www.kaggle.com/static/images/logos/kaggle-logo-opengraph.png - category: ai-agents-mcp - status: online - last_checked: 1780352561.468455 - suggested_new_category: '' - addition_method: automatic -https://www.anthropic.com/news/chris-olah-pope-leo-encyclical: - title: Anthropic co-founder Chris Olah's remarks on Pope Leo XIV's encyclical "Magnifica - humanitas" - description: Full remarks of Anthropic co-founder Chris Olah at the Vatican City - presentation of Pope Leo XIV's AI encyclical, addressing the commercial, geopolitical, - and ethical incentives of frontier AI labs. - ai_summary: This address by Anthropic co-founder Chris Olah outlines the structural - incentives, competitive pressures, and ethical imperatives facing frontier AI - labs in the wake of Pope Leo XIV's encyclical, 'Magnifica humanitas.' It argues - that commercial, geopolitical, and personal ambitions often conflict with safety - mandates, requiring independent, values-driven external oversight. Olah advocates - for sustained, multi-faith and multi-disciplinary ethical dialogue to constrain - and guide model alignment toward human flourishing. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - AI and Agents - - AI Safety - - AI Ethics and Alignment - tags: - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 19ca05ba34231874a8ebc3bc6df7d2eb4efcebab918633e45ef7eded5f6253b5 - reputation_status: Vetted - reputation_summary: Official address by Anthropic co-founder Chris Olah regarding - AI ethics and papal encyclical Magnifica Humanitas. - source_provenance: X.com (AnthropicAI) - social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Hand%20Quill&backgroundColor=heather - category: ai-agents-mcp - status: online - last_checked: 1780352561.468464 - suggested_new_category: '' - addition_method: automatic -https://cloud.google.com/blog/products/ai-machine-learning/whats-new-in-gemini-enterprise&linkId=61975527: - title: What's new in Gemini Enterprise - description: Google Cloud announces the expansion of Gemini Enterprise, introducing - the Gemini Enterprise app, the Gemini Enterprise Agent Platform, interactive Canvas - editors, and Agent-to-UI (A2UI) protocol support. - ai_summary: Google Cloud announces the evolution of Gemini Enterprise into a cohesive, - collaborative, autonomous agent platform designed for multi-agent enterprise workloads. - Key architectural enhancements include the Gemini Enterprise Agent Platform, providing - granular Agent Identity (minimum privilege enforcement), an Agent Registry catalog, - and the Agent Gateway for end-to-end monitoring. Additionally, support for the - Agent-to-UI (A2UI) protocol enables agents to dynamically render custom, secure - UI components inside business applications. - language: en - resource_type: article - complexity: advanced - hierarchy: - - Cloud Platforms - - Google Cloud Platform - - Gemini Enterprise and Autonomous Agents - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: dd4ff0532b8065b83d4211ac219ac58a0da78574ab96a8047b5997b1a1648f99 - reputation_status: Vetted - reputation_summary: Official launch post from Google Cloud, detailing enterprise-grade - updates for Gemini. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/gemini_enterprise_app_Q0nAHYn.max-2500x2500.jpg - category: uncategorized - status: online - last_checked: 1780352561.468535 - suggested_new_category: '' - addition_method: automatic -https://opensource.guide/accessibility-best-practices-for-your-project: - title: Accessibility Best Practices for Your Project - description: Practical, actionable steps to make your open source project usable - by everyone, especially people with disabilities. - ai_summary: A comprehensive blueprint for integrating accessibility (a11y) standards - directly into open source repository lifecycles. It offers structural guidance - on establishing an ACCESSIBILITY.md policy, integrating automated compliance scans - (like axe DevTools or GitHub Scanner) into CI/CD pipelines, and enforcing alt-text - and keyboard navigation checks before merging pull requests. Highly relevant for - maintainers seeking to align their projects with W3C WCAG guidelines. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Open Source - - Project Management - - Accessibility (a11y) - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4b924f2468027f4f75cebc95aa7f6851af823e563408904855839f1f86effdb5 - reputation_status: Vetted - reputation_summary: Official GitHub Open Source Guides addition. Highly vetted by - industry experts. - source_provenance: X.com (GitHub) - social_preview_url: https://opensource.guide/assets/images/cards/accessibility-best-practices.png - category: digital-money - status: online - last_checked: 1780352561.468548 - suggested_new_category: '' - addition_method: automatic -https://substack.com/@pvergadia: - title: Cloud Girl Substack by Priyanka Vergadia - description: Visual guides, deep dives, and practical frameworks on Cloud Architecture, - Generative AI engineering, and multi-agent systems designed for engineers and - tech leaders. - ai_summary: The official Substack of Priyanka Vergadia (Cloud Girl) delivering highly - visual, jargon-free technical guides and frameworks for cloud and AI architects. - The newsletter focuses heavily on real-world engineering concerns, including the - '7 layers of AI stack,' the economics of running multi-agent workflows, token - optimization, and robust error-handling for production-grade LLM deployments. - Highly valuable for bridging the gap between raw code and executive architectural - design. - language: en - resource_type: platform - complexity: intermediate - hierarchy: - - Cloud Architecture - - Education - - Newsletters and Frameworks - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Authored by Priyanka Vergadia (The Cloud Girl), former Google - Cloud leader, highly regarded for visual and structural cloud and AI engineering - insights. - source_provenance: X.com (pvergadia) - social_preview_url: '' - category: newsfeeds - status: online - last_checked: 1780352561.468562 - suggested_new_category: '' - addition_method: automatic -https://www.businessinsider.com/uber-coo-andrew-macdonald-ai-token-spending-harder-justify-2026-5: - title: Uber's COO Says It's Getting Harder to Justify the Money Spent on AI - description: Uber COO Andrew Macdonald expresses growing corporate skepticism over - massive AI token spending, highlighting the lack of clear, proportional returns - in consumer features and engineering productivity. - ai_summary: This analytical piece covers the emerging industry backlash against - unchecked corporate 'tokenmaxxing' and AI expenditure, centered on remarks by - Uber's COO Andrew Macdonald. It examines the operational challenges of justifying - massive enterprise API costs (specifically detailing how Uber exhausted its annual - Claude Code budget by April 2026) without observable proportional increases in - user-facing features or developer productivity. A crucial reference for FinOps - leaders formulating budget limits, trace metrics, and ROI benchmarks for enterprise - LLM integrations. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - FinOps - - AI Economics - - Token Spending and ROI - tags: - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: e64bbd11b98ceb21927d8c8d6df06abb074449969a378ecedce509d4ef0fe622 - reputation_status: Vetted - reputation_summary: Widely cited reporting on corporate AI expenditure and ROI challenges - in 2026. - source_provenance: X.com (midudev) - social_preview_url: https://i.insider.com/6a13b43f51ede568c7e183dd?width=1200&format=jpeg - category: finops - status: online - last_checked: 1780352561.468625 - suggested_new_category: '' - addition_method: automatic -https://github.blog/changelog/2026-05-11-create-repositories-on-the-go-with-github-mobile: - title: Create repositories on the go with GitHub Mobile - GitHub Changelog - description: Official changelog post announcing repository creation capabilities - directly within the GitHub Mobile app on iOS and Android. - ai_summary: This update details the integration of native repository creation within - the GitHub Mobile application. It permits developer operations on the move, allowing - users to define repository visibility, name, and initial settings without requiring - a desktop environment. This significantly lowers friction for initiating new cloud-based - software projects directly from mobile devices. - language: en - resource_type: Changelog - complexity: Beginner - hierarchy: - - Software Development - - Version Control - - GitHub Ecosystem - - Mobile Productivity - tags: - - '[ENTERPRISE-STABLE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 23874707ac96fa816916be258c2888ba01f13d0b567b6d0321b7572ebea83dd8 - reputation_status: Vetted - reputation_summary: Official update released by the GitHub product team, confirming - stable cross-platform mobile functionality. - source_provenance: X.com (GitHub) - social_preview_url: https://github.blog/wp-content/uploads/2026/05/17de4f2366d6c73a52d5ce6f126074642fafec86712adf41049da4dac605273a-2400x1260-1.jpeg - category: digital-money - status: online - last_checked: 1780352571.556278 - suggested_new_category: github-mobile - addition_method: automatic -? https://www.infobae.com/tecno/2026/05/21/investigadores-de-microsoft-ponen-limites-la-ia-aun-no-puede-reemplazar-la-programacion-mas-alla-de-python -: title: 'Investigadores de Microsoft ponen limites: la IA aun no puede reemplazar - la programacion mas alla de Python - Infobae' - description: 'Investigación realizada por expertos de Microsoft que establece un - límite concreto a la automatización total: la inteligencia artificial todavía - presenta altos índices de error en flujos extensos de edición de documentos y - programación fuera de Python.' - ai_summary: This article highlights key findings from Microsoft researchers Philippe - Laban, Tobias Schnabel, and Jennifer Neville utilizing their 'DELEGATE-52' benchmark. - The study highlights that frontier LLMs (such as GPT-5-era models and Claude 4) - remain unreliable delegates for complex, multi-step document and coding workflows, - experiencing average content degradation rates between 25% and 50% across 20 interactions. - While Python automation meets current readiness thresholds, programming in other - domains still requires deep human oversight. [SPANISH CONTENT] - language: es - resource_type: Article - complexity: Advanced - hierarchy: - - Artificial Intelligence - - Autonomous Agents - - Workflow Reliability - - AI Benchmarking - tags: - - '[CASE STUDY]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4863fb7b339811bd27dd8d10dfe607430945093749cd5625701003fc8f42d0c9 - reputation_status: Vetted - reputation_summary: Highly reliable reporting covering Microsoft Research's validated - academic paper on the DELEGATE-52 benchmark. - source_provenance: X.com (nubenetes) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352571.556292 - suggested_new_category: ai-reliability - addition_method: automatic -https://github.com/mdixon47/azure-hub-spoke-teraform: - title: Azure Hub and Spoke Infrastructure via Terraform - description: A modular Terraform configuration template to provision a secure Hub-and-Spoke - virtual network topology in Microsoft Azure. - ai_summary: An Infrastructure-as-Code repository demonstrating the implementation - of the de-facto standard Azure Hub-and-Spoke networking architecture. This project - helps cloud architects streamline centralized security policies, routing tables, - and spoke segregation using clean, modular Terraform variables. It provides a - foundational template for cloud governance and multi-subscription network topologies. - language: en - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Microsoft Azure - - Networking Patterns - - Infrastructure as Code - tags: - - '[COMMUNITY-TOOL]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 65f88b9e6082608737541539422a86c5cac32463fb0a9b6e6d0e70aff02bbd3b - reputation_status: Vetted - reputation_summary: A stable, functional community resource demonstrating Infrastructure-as-Code - setups for standard Azure networking patterns. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/74731c0e350dadb8aa38efda5fef3d0423b48e953a5571f311735b82a8461d09/mdixon47/azure-hub-spoke-teraform - category: azure - status: online - last_checked: 1780352571.556302 - suggested_new_category: terraform-azure - addition_method: automatic -https://github.com/DustinBrett/daedalOS: - title: daedalOS - Desktop Environment in the Browser - description: A robust browser-based desktop environment simulating a fully featured - operating system, built with React, TypeScript, and WebAssembly. - ai_summary: An advanced web-based desktop environment that showcases the capabilities - of modern web browsers. Built entirely in React and TypeScript, it features an - interactive file system, terminal emulator, built-in DOS-emulators, dynamic wallpapers, - and drag-and-drop file operations. This serves as a premier technical reference - for architectural complex SPA layouts and rich browser-native simulations. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Frontend Development - - Web Environments - - Browser Operating Systems - - JavaScript Runtimes - tags: - - '[ENTERPRISE-STABLE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2022' - stars: 4 - content_hash: 4f9d0fa1af4624596ee1631f3b4bbbc6468c94224cee3b8b27c7689e46406ed0 - reputation_status: Vetted - reputation_summary: Extremely well-received project within the JS/TS developer ecosystem, - heavily vetted on Hacker News and Reddit with positive consensus. - source_provenance: X.com (midudev) - social_preview_url: https://repository-images.githubusercontent.com/286179743/f9241c4c-9e1d-4104-b908-470affe44c34 - category: demos - status: online - last_checked: 1780352571.556314 - suggested_new_category: web-environments - addition_method: automatic - gh_stars: 12854 - gh_pushed: '2026-05-31T06:26:10Z' - gh_license: MIT -https://github.com/affaan-m/ECC: - title: ECC - The Agent Harness Performance Optimization System - description: A professional performance harness providing modular skills, memory - optimizations, and security scanning for advanced AI coding assistants. - ai_summary: This repository provides a performance optimization harness designed - for agentic environments like Claude Code and Cursor. 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It aims to reduce token consumption and - eliminate redundant instructions, transforming fragile prompting patterns into - reproducible development infrastructure. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI Agents - - Model Context Protocol - - Harness Performance Optimization - tags: - - '[EMERGING]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: a68b20559e76cc4d181a84ba6031061ed34e6d3863a6d155e8b07540ac542e55 - reputation_status: Vetted - reputation_summary: Highly regarded emerging system optimizing terminal agent runtime - states, featuring zero reported vulnerabilities outside its documented patches. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/9d755758b9c50919c393f44e8fa1910cd7813f12349332f5d66f232c640154c1/affaan-m/ECC - category: ai-agents-mcp - status: online - last_checked: 1780352571.556323 - suggested_new_category: agent-performance - addition_method: automatic - gh_stars: 202119 - gh_pushed: '2026-05-31T06:45:42Z' - gh_license: MIT -https://github.blog/open-source/gaming/beyond-the-engine-10-open-source-projects-shaping-how-games-actually-get-made: - title: 'Beyond the engine: 10 open source projects shaping how games actually get - made' - description: A curated collection of ten high-impact open source tools supporting - creative game development workflows beyond traditional engines. - ai_summary: A comprehensive compilation from the GitHub OSPO profiling key open-source - utility projects that extend beyond standard game engines. The article highlights - tools such as Blockbench, Pixelorama, and LDtk, which empower developers with - structured asset, level, and audio processing. It serves as an excellent resource - for software architects evaluating the robustness and license health of modern - creative tooling. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Development - - Open Source Software - - Creative Tooling - - Game Development Workflows - tags: - - '[GUIDE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 7446ffdaf0b07200e5dcf8a1334886dc5df96dbb2094f5cea99e9b071da99bf7 - reputation_status: Vetted - reputation_summary: Published by GitHub's official open-source program office, securing - broad industry validation. - source_provenance: X.com (GitHub) - social_preview_url: https://github.blog/wp-content/uploads/2026/05/639edd29983f2d6a8dcb40b053416b222505bf0835096dea18d4af01202d0646-2400x1260-1.png?fit=2400%2C1260 - category: other-awesome-lists - status: online - last_checked: 1780352571.556344 - suggested_new_category: open-source-tooling - addition_method: automatic -https://www.instructables.com/How-to-Use-a-Shovel: - status: FILTERED - score: 12 - last_checked: 1780400585.971863 -https://www.ccohs.ca/oshanswers/ergonomics/shovel.html: - status: FILTERED - score: 15 - last_checked: 1780400585.971878 -https://github.com/open-gsd/gsd-pi: - title: GSD Pi - A Meta-Prompting and Context Engineering System for Autonomous Agents - description: An advanced meta-prompting framework enabling terminal coding agents - to conduct long-running autonomous development sessions. - ai_summary: GSD Pi represents a state-of-the-art terminal coding agent framework - that focuses on long-duration autonomous plan-execute cycles. Built upon meta-prompting, - specialized context engineering, and git-worktree-aware operations, it lets models - execute long workflows without losing context tracking. It leverages direct Model - Context Protocol integrations to provide real-time environment grounding. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Artificial Intelligence - - Autonomous Agents - - Meta-Prompting - - Context Engineering - - Spec-Driven Development - tags: - - '[EMERGING]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: a25067eabf6263caadd9534b0d065168585db6fc3531025e48e5e83212529a0a - reputation_status: Vetted - reputation_summary: Rapidly growing and active successor to gsd-build/gsd-2, widely - vetted as a major terminal coding agent interface. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/3fabe8a292b889546eef2022e05fd48527b58a0afaaddc7f35ded59a5926df02/open-gsd/gsd-pi - category: ai-agents-mcp - status: online - last_checked: 1780352571.556378 - suggested_new_category: autonomous-agents - addition_method: automatic - gh_stars: 416 - gh_pushed: '2026-06-01T18:30:33Z' - gh_license: MIT -https://www.youtube.com/watch?v=X9n5EYoWdNk&feature=youtu.be: - title: Understanding and Using AI Skills - description: A detailed video session explaining modular AI skills, the progressive - disclosure pattern, and Model Context Protocol integrations. - ai_summary: This masterclass video explains the 'Agent Skills' paradigm, which defines - step-by-step procedures for AI models using modular, markdown-based schemas. It - introduces the progressive disclosure pattern, enabling LLMs to initially process - only name and description metadata to save token costs, subsequently loading the - full skill specifications (up to 5,000 tokens) on demand. The video demonstrates - execution harnesses across custom Python wrappers and VS Code Copilot interfaces. - language: en - resource_type: Video - complexity: Advanced - hierarchy: - - Cloud Training - - Artificial Intelligence - - Agentic Systems - - Agent Skills Specification - tags: - - '[GUIDE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: dee9dd9bfbc7019ef9bf67225176765505add2e0cc406b224c79eeed750b6b98 - reputation_status: Vetted - reputation_summary: Created by John Savill, globally recognized Microsoft Azure - expert and highly reputable technical educator. - source_provenance: X.com (NTFAQGuy) - social_preview_url: https://img.youtube.com/vi/X9n5EYoWdNk/maxresdefault.jpg - category: ai-agents-mcp - status: online - last_checked: 1780352571.556386 - suggested_new_category: agentic-skills - addition_method: automatic -https://events.atlassian.com/team&event_id=288640: - title: Team '26 | Atlassian - description: Advance the way your teams work together with deep human insight and - breakthrough technology at Team '26 in Anaheim, California! - ai_summary: The official landing page and on-demand session archive for Atlassian - Team '26 [1.1]. 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Discover - UI breakthroughs with Jetpack Compose, improvements in developer productivity, - and how to unlock additional form factors for your app. - ai_summary: A high-density technical presentation from Google I/O 2026 detailing - upcoming platform features in Android 17. The session explores key performance - optimization strategies, Jetpack Compose tooling breakthroughs, spatial computing - integrations via the Android XR SDK, and the deployment of agentic automation - to streamline user experiences. - language: English - resource_type: video - complexity: Intermediate - hierarchy: - - Software Development - - Mobile Architecture - - Android Platform - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 08136ef239b0aa8be0c594e80e0776c74b23e4405e3101e957e68e9c5ce40bb5 - reputation_status: Vetted - reputation_summary: Official technical overview from the Android Developers team - at Google, highly regarded by mobile architects. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/8PxuWdjESfg/maxresdefault.jpg - category: elearning - status: online - last_checked: 1780352581.79223 - suggested_new_category: '' - addition_method: automatic -https://www.atlassian.com/blog/announcements/how-we-cut-pr-cycle-time-with-ai-code-reviews: - title: How Atlassian cut PR cycle time by 45% with AI code reviews - description: Learn how Atlassian’s Rovo Dev AI code reviewer cut PR cycle time by - up to 45% internally and 32% for customers, enforcing engineering standards and - Jira acceptance criteria. - ai_summary: An insightful engineering case study analyzing Atlassian's implementation - of Rovo Dev, an AI-powered code reviewer. By automatically evaluating pull requests - against corporate standards, formatting configurations, and linked Jira ticket - acceptance criteria, the system reduced PR cycle latency by up to 45% internally - while accelerating overall merge frequencies. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - DevOps - - AI Assisted Engineering - - Code Review Automation - tags: - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 363da96bb20cc4fd3c1457519aaa6c7838549a0fd12521f629648359b7fdd676 - reputation_status: Vetted - reputation_summary: Vetted engineering case study by Atlassian's Dev AI team, receiving - positive community interest. - source_provenance: X.com (Atlassian) - social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2025/10/fy26-sil-engblog-37-1120x545_@2x.png - category: ai-agents-mcp - status: online - last_checked: 1780352581.792255 - suggested_new_category: '' - addition_method: automatic -https://stwipe.com: - title: Stwipe — Payments infrastructure for people who cannot be reasoned with - description: Stwipe is the financial primitive for the world's most demanding economy. - Series A. Backed by people who should know better. - ai_summary: A satirical mock-API created by the Duckbill Group mimicking Stripe's - payment infrastructure. Featuring a single robust endpoint (`POST /v1/yes`) that - guarantees 100% success with zero error handling, the project serves as a humorous - demonstration of simplified API design principles and developer-centric parody. - language: English - resource_type: website - complexity: Beginner - hierarchy: - - Web Development - - API parody - - Humor - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2024' - stars: 4 - content_hash: 6e502c5e7493f1b2223f85143be986cdfb194dd0ca18ad5dea14d472ff311a71 - reputation_status: Vetted - reputation_summary: A popular developer satire project created by the Duckbill Group, - widely shared on Twitter and HN for its humorous take on Stripe's complexity. - source_provenance: X.com (QuinnyPig) - social_preview_url: https://stwipe.com/og.png - category: uncategorized - status: online - last_checked: 1780352581.792276 - suggested_new_category: devops-humor - addition_method: automatic -https://docs.github.com/en/copilot/how-tos/github-copilot-app/getting-started: - title: Getting started with the GitHub Copilot app - description: Sign in to the GitHub Copilot app, ask your first question in a quick - chat, and then create a full agent session to make changes to your code. - ai_summary: The official documentation for initializing and operating the standalone - GitHub Copilot application. The guide covers foundational setups, authentication - mechanisms, and demonstrates how developers can utilize multi-file agentic sessions - to directly draft, validate, and execute complex code changes within local and - remote repositories. - language: English - resource_type: documentation - complexity: Intermediate - hierarchy: - - Developer Tools - - AI Coding Assistants - - GitHub Copilot - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: bf5ddc5399c3ca30f5c3a5e073f3a7c2d4553dc4ed89b94705c178db2d4f3bc1 - reputation_status: Vetted - reputation_summary: Official GitHub product documentation. 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By utilizing adaptive feedback mechanisms and cognitive - load theories, the suite offers contextual exercises through tools like Tiny Lesson, - Slang Hang, and camera-guided object translation. - language: English - resource_type: website - complexity: Beginner - hierarchy: - - Artificial Intelligence - - Generative AI Experiments - - Language Education Platforms - tags: - - '[EMERGING]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: 4b2a81c5de104a3c7e3c9440eaa22f602be5da3e26976767ffe8d69fb9e76dbb - reputation_status: Vetted - reputation_summary: Active AI experiment platform from Google Labs, highly visible - in educational tech communities. - source_provenance: X.com (nubenetes) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352581.792297 - suggested_new_category: '' - addition_method: automatic -https://dev.to/bespoyasov/clean-architecture-on-frontend-4311?utm=midu: - title: Clean Architecture on Frontend - description: An implementation guide illustrating how to successfully port the concepts - of clean architecture onto frontend projects using React and TypeScript. - ai_summary: A highly practical engineering guide translating classic Clean Architecture - layers—Domain, Application, and Adapters—to React and TypeScript codebases. The - text demonstrates structural patterns to decouple business rules and state validation - from UI components, enhancing mock-testing capabilities and system longevity. - language: English - resource_type: article - complexity: Advanced - hierarchy: - - Frontend Development - - Architecture - - Clean Architecture - tags: - - '[GUIDE]' - is_microservice: false - year: '2021' - stars: 4 - content_hash: 45b3f2940a47bd5b11a2da7c5ef90dc50aec50dfb47f021cb858c6a73a487ffc - reputation_status: Vetted - reputation_summary: A highly-rated, highly-cited technical article in the frontend - engineering community with no reported issues. - source_provenance: X.com (midudev) - social_preview_url: https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffyvpbhcfxewdmmfn7n6r.png - category: react - status: online - last_checked: 1780352581.792399 - suggested_new_category: '' - addition_method: automatic -https://www.infoq.com/news/2026/05/opentofu-release-terraform: - title: 'OpenTofu 1.12: the Feature Terraform Never Shipped' - description: The OpenTofu community released version 1.12.0 on May 14, 2026, introducing - dynamic prevent_destroy to solve multi-environment module protection friction. - ai_summary: An InfoQ technical news feature covering the release of OpenTofu 1.12.0. - The article details how OpenTofu successfully solved a decade-old modular limitation - of upstream Terraform by allowing the `prevent_destroy` lifecycle attribute to - accept variables, enabling dynamic target environment configurations without code - duplication. - language: English - resource_type: article - complexity: Advanced - hierarchy: - - Infrastructure as Code - - Terraform Ecosystem - - OpenTofu Releases - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 16b5896d2366152de22ca9fd474d85075c5f0b490b41ad239daa4a0aa3cd8fbb - reputation_status: Vetted - reputation_summary: Renowned, verified news source analyzing a highly praised OpenTofu - update that solved a long-standing Terraform limitation. - source_provenance: X.com (nubenetes) - social_preview_url: https://res.infoq.com/news/2026/05/opentofu-release-terraform/en/headerimage/generatedHeaderImage-1779290214223.jpg - category: terraform - status: online - last_checked: 1780352581.792425 - suggested_new_category: '' - addition_method: automatic -https://www.exploratorium.edu/exhibits/a-sip-of-conflict: - title: A Sip of Conflict - Exploratorium - description: Play with the tension between logic and emotion as you drink from a - water fountain fashioned from an actual (but unused) toilet. - ai_summary: A brief overview of the Exploratorium's 'A Sip of Conflict' interactive - exhibit. Designed in collaboration with cognitive scientists, the exhibit serves - as a physical demonstration of cognitive bias and emotional dissonance, prompting - visitors to examine how psychological heuristics influence direct physical actions. - language: English - resource_type: website - complexity: Beginner - hierarchy: - - Human Factors - - Cognitive Bias - - Museum Exhibits - tags: - - '[CASE STUDY]' - is_microservice: false - year: '2007' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Official page of a permanent, famous educational exhibit at - San Francisco's Exploratorium. - source_provenance: X.com (QuinnyPig) - social_preview_url: '' - category: uncategorized - status: online - last_checked: 1780352581.79245 - suggested_new_category: cognitive-science-bias - addition_method: automatic -https://www.lastweekinaws.com/blog/i-hope-this-email-finds-you-before-i-do: - title: I Hope This Email Finds You Before I Do - Last Week in AWS - description: How Corey Quinn built 'Billie the Platypus,' an AI email triage assistant - with Claude Code running in an AWS Lambda function. - ai_summary: A practical and witty write-up documenting the design of 'Billie the - Platypus,' an automated email evaluation agent running on AWS Lambda. Built via - Claude Code, the system implements a serverless workflow to parse and answer inbound - marketing pitches with technical sarcasm, showcasing rapid LLM prototyping in - modern cloud pipelines. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Amazon Web Services - - Serverless - - AI Integration - tags: - - '[COMMUNITY-TOOL]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 0a80e295fae5300ec1a25f9ccceb71e73549942e85683b9a26d487fdd2b898cc - reputation_status: Vetted - reputation_summary: Written by Corey Quinn, a prominent and respected figure in - the AWS ecosystem. Highly popular and vetted by the AWS/DevOps community. - source_provenance: X.com (QuinnyPig) - social_preview_url: https://www.lastweekinaws.com/wp-content/uploads/2026/01/header-1768364958717.jpg - category: aws-serverless - status: online - last_checked: 1780352581.792465 - suggested_new_category: '' - addition_method: automatic -https://github.com/rohitg00/ai-engineering-from-scratch: - title: rohitg00/ai-engineering-from-scratch - description: A comprehensive, free, and MIT-licensed curriculum comprising 435 lessons - across 20 phases to build AI algorithms from scratch. - ai_summary: 'A rigorous, open-source educational curriculum designed to teach developers - to build AI algorithms from basic math foundations up to advanced production architectures. - - * Covers 20 comprehensive phases, including deep learning, custom transformer - training, LLM quantization (FP8, GGUF), and multi-agent system orchestration. - - * Integrates seamlessly with Claude Code and Cursor as agentic skills to support - local understanding verification and diagnostics.' - language: en - resource_type: repository - complexity: intermediate - hierarchy: - - Artificial Intelligence - - E-Learning - - LLM Engineering - - Agent Frameworks - tags: - - GUIDE - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 50d5c9e84444f6e6340d9ed1e1238dcc9f1a2f4ee4de1ab63025a320011d83ff - reputation_status: Vetted - reputation_summary: Highly praised by the developer and AI engineering communities - on Reddit and DEV.to for its unique, hands-on methodology that rebuilds core AI - algorithms from raw mathematical foundations before implementing production libraries. - source_provenance: X.com (midudev) - social_preview_url: https://opengraph.githubassets.com/0a08e166a20579d2f601b33f745c9976a6f74136cf52ffd71777c57e88abfc2b/rohitg00/ai-engineering-from-scratch - category: elearning - status: online - last_checked: 1780352686.744469 - suggested_new_category: ai-engineering - addition_method: automatic - gh_stars: 26711 - gh_pushed: '2026-06-01T16:14:02Z' - gh_license: MIT -https://databaseschool.com/series/intro-to-postgres/videos/203: - title: 'Database School: Intro to Postgres - Video 203' - description: An educational video diving into PostgreSQL schema, indexing, and query - planning optimization under Aaron Francis's Database School. - ai_summary: 'A technical video guide focusing on PostgreSQL optimization and foundational - query planning from Aaron Francis''s Database School platform. - - * Breaks down the transaction lifecycle, indexes, and efficient schema design - patterns. - - * Equips engineers with the analytical tools needed to diagnose query bottlenecks - and resolve database constraints in high-throughput applications.' - language: en - resource_type: video - complexity: beginner - hierarchy: - - Data Architecture - - PostgreSQL - - Database Design - - Query Tuning - tags: - - GUIDE - - COMMUNITY-TOOL - is_microservice: false - year: '2025' - stars: 4 - content_hash: ede7c0537f028b77c73e0e152280a1ed23184a9966c5a24fd3f802724e43c9a2 - reputation_status: Vetted - reputation_summary: Aaron Francis's database educational series is highly regarded - for delivering practical, high-quality, and visually elegant PostgreSQL instruction. - source_provenance: X.com (midudev) - social_preview_url: https://databaseschool.com/width=1200,height=630,fit=cover/images/ogimage.jpg - category: aws-databases - status: online - last_checked: 1780352686.744484 - suggested_new_category: database-education - addition_method: automatic -https://librosgratis.dev: - title: librosgratis.dev - description: Biblioteca viva de libros y guías gratuitas de programación en español, - organizada por tecnologías y niveles. - ai_summary: 'A collaborative open-source web library compiling a massive index of - free programming books and technical reference guides written in Spanish. - - * Categorizes books and materials systematically by programming languages (JavaScript, - Python, Rust), databases (SQL), and DevOps ecosystems. - - * Features a highly optimized, editorial-style interface designed for rapid navigation - and frictionless community contributions. [SPANISH CONTENT]' - language: es - resource_type: website - complexity: beginner - hierarchy: - - Software Engineering - - E-Learning - - Spanish Technical Content - tags: - - GUIDE - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 74b0ffe1329d246d883072cbd3403419b49e37889fb168b5f566e4c932217aac - reputation_status: Vetted - reputation_summary: Well-known and actively recommended within Spanish-speaking - developer circles (including promotion by midudev) as an exceptional repository - of open-access software engineering literature. - source_provenance: X.com (midudev) - social_preview_url: https://librosgratis.dev/og-preview.svg - category: elearning - status: online - last_checked: 1780352686.744496 - suggested_new_category: developer-resources - addition_method: automatic -https://www.atlassian.com/customers/schaeffler: - title: Schaeffler accelerates and innovates on Atlassian Cloud - description: Case study of German automotive component manufacturer Schaeffler's - migration to Atlassian Cloud, improving productivity using AI agents. - ai_summary: 'An enterprise success story detailing the cloud migration and platform - modernization strategy executed by automotive component manufacturer Schaeffler. - - * Explains the methodology behind unifying legacy platforms post-merger with Vitesco - Technologies into a single Atlassian Cloud System of Work. - - * Shows how integrating Atlassian Rovo enabled the deployment of secure AI agents - to automate workflows, optimize cross-app searches, and group Confluence assets.' - language: en - resource_type: case-study - complexity: advanced - hierarchy: - - Enterprise Systems - - Cloud Migration - - Agile Processes - - AI Automation - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 1e15bc0f2e0dd986940d772c8a7b906b732a941fb1b5c711137e9fe0caed5321 - reputation_status: Vetted - reputation_summary: Standard corporate success case study documenting Atlassian's - enterprise-grade multi-tool migrations. - source_provenance: X.com (Atlassian) - social_preview_url: '' - category: customer - status: online - last_checked: 1780352686.744506 - suggested_new_category: case-studies - addition_method: automatic -https://cursor.com/compile: - title: Cursor Compile - description: Invite-only chalkboard conference by Cursor hosting builders of AI - systems, detailing core rewrites and AI-native paradigms. - ai_summary: 'The main landing and coordination portal for Cursor''s developer gathering, - ''Compile'', organized at Fort Mason. - - * Focuses on rebuilding core systems, sharing hard-won engineering lessons, and - constructing new mental models for AI-native software delivery. - - * Dispenses with traditional slide presentations, enforcing a strict chalkboard-only - presentation format to dissect technical concepts live and from the ground up.' - language: en - resource_type: website - complexity: advanced - hierarchy: - - Artificial Intelligence - - Events and Community - - AI-Native Engineering - tags: - - EMERGING - is_microservice: false - year: '2025' - stars: 4 - content_hash: af3e8d04bea8da93897c1e4b967d3bb1267413c7dcab42f33205af96b0332018 - reputation_status: Vetted - reputation_summary: Praised by AI engineering builders for its intensive, presentation-free, - and purely chalk-and-board approach to discussing hard-won technical architecture - lessons. - source_provenance: X.com (Cursor_AI) - social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/blog/og/compile-og-1920x1080.png - category: devel-sites - status: online - last_checked: 1780352686.744518 - suggested_new_category: ai-events - addition_method: automatic -https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62065386: - title: Introducing Google AI Threat Defense to help you outpace the adversary - description: Google Cloud introduces AI Threat Defense, a comprehensive, always-on - security platform fusing Gemini's reasoning with Wiz's contextual risk prioritization. - ai_summary: 'An executive and architectural announcement of Google''s AI Threat - Defense platform built for machine-speed incident response. - - * Integrates Google''s proprietary threat telemetry with the Wiz Security Graph - and Gemini-driven reasoning loops. - - * Automates risk detection and triage across massive cloud data lakes, converting - multi-source alerts into contextual, actionable remediation playbooks.' - language: en - resource_type: article - complexity: advanced - hierarchy: - - Cloud Infrastructure - - Google Cloud Platform - - Security and Identity - - AI-Powered Defense - tags: - - ENTERPRISE-STABLE - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: e7d3ce704c07eaa89d010bb0ba154295a1276d1b30bc5798cf193e31143f2c02 - reputation_status: Vetted - reputation_summary: A highly anticipated security framework launch fusing Google's - cloud native security elements with Wiz's advanced risk profiling ecosystem. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg - category: uncategorized - status: online - last_checked: 1780352686.744605 - suggested_new_category: cloud-security - addition_method: automatic -https://www.llamaindex.ai/blog/liteparse-v2-0-runs-everywhere: - title: Up to 100x Fast Parsing with LiteParse v2.0 and Rust - description: LlamaIndex introduces LiteParse v2.0, a high-speed, local document - parser written in Rust that operates without LLMs and compiles to WASM. - ai_summary: 'A deep dive into LiteParse v2.0, an open-source, lightweight layout - parser rewritten from TypeScript into Rust for optimal performance in RAG systems. - - * Speeds up parsing by up to 100x for small files, reconstructing structured text - projections strictly based on document layout. - - * Distributes as native bindings for Rust, Node, Python, and WebAssembly, enabling - zero-cloud-dependency parsing on resource-constrained edge environments.' - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Document Processing - - Data Pipelines - - Local-First Architecture - tags: - - EMERGING - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 14e000f7e3b1e3ba6e360d1ae946a04ae4db70146143f425208e86a7f6db8901 - reputation_status: Vetted - reputation_summary: The release has generated significant positive momentum among - developer pipelines, praised for enabling high-speed local PDF parsing without - requiring cloud-based APIs. - source_provenance: X.com (llama_index) - social_preview_url: https://cdn.sanity.io/images/7m9jw85w/production/d333fbe9c39009c23a3c9aa6424261d65e7694dc-2400x1352.png - category: ai-agents-mcp - status: online - last_checked: 1780352686.744617 - suggested_new_category: document-parsing - addition_method: automatic -https://www.hashicorp.com/blog/consul-20-improves-flexibility-control-and-scalability: - title: Consul 2.0 improves flexibility, control, and scalability - description: HashiCorp releases Consul 2.0, introducing multi-port service mesh - on Kubernetes, CyberArk Workload Identity integration, and global RPC rate limiting. - ai_summary: 'A technical release breakdown of HashiCorp Consul 2.0, focusing on - multi-cloud security, control planes, and networking density. - - * Introduces full multi-port support for service mesh deployments on Kubernetes, - allowing microservices to map distinct security and ingress rules per port. - - * Implements global RPC rate limiters, auto-scaling mechanisms for the native - API Gateway, and integrations with CyberArk Workload Identity Manager as an external - CA.' - language: en - resource_type: article - complexity: advanced - hierarchy: - - Infrastructure Automation - - Service Mesh - - Kubernetes Networking - - Datacenter Security - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: A landmark release from HashiCorp that is recognized by cloud - architects as a crucial architectural upgrade to long-standing Kubernetes-to-Consul - service mesh constraints. - source_provenance: X.com (HashiCorp) - social_preview_url: '' - category: servicemesh - status: online - last_checked: 1780352686.744634 - suggested_new_category: service-discovery - addition_method: automatic -https://github.com/swyxio/skills/tree/main/twitter-x-scraping: - title: swyxio/skills - twitter-x-scraping - description: An agentic skill designed for Claude Code and other AI agents to execute - robust, automated Twitter/X scraping tasks. - ai_summary: 'A functional tool repository containing specialized agent skills developed - for modern platforms like Claude Code, Cursor, and Codex. - - * Provides agents with the programmatic ability to parse, scrape, and compile - information directly from Twitter/X social threads. - - * Standardizes the deployment of system-hardening skills, helping developers turn - fragile, ''vibe-coded'' prototypes into production-ready repositories.' - language: en - resource_type: repository - complexity: intermediate - hierarchy: - - Artificial Intelligence - - AI Agents - - Claude Code Skills - - Automated Scraping - tags: - - EMERGING - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: c6179cda302c3e7a12583395855ac27f81e7c23dedc3207770ee8853f86f4a23 - reputation_status: Vetted - reputation_summary: Highly regarded as a pragmatic, local automation skill constructed - by Shawn Wang (swyx), which aligns with current open standards for agent-native - developer workflows. - source_provenance: X.com (swyx) - social_preview_url: https://opengraph.githubassets.com/b33e769912ec1bcca0d1ddcb8e3a464d3a90cb9fd5030c2fb10dc358e8a9bfdc/swyxio/skills - category: ai-agents-mcp - status: online - last_checked: 1780352686.744644 - suggested_new_category: agent-skills - addition_method: automatic -? https://aws.amazon.com/migration-and-modernization/partners/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=4dd53e6b-f293-407d-aa10-583d5e116d36&sc_content=Video&trk=4dd53e6b-f293-407d-aa10-583d5e116d36&linkId=951237536 -: title: AWS Migration and Modernization partners - description: Official portal showcasing AWS Partner specialized solutions for migrating - and modernizing VMware, SAP, and legacy enterprise workloads. - ai_summary: 'An official AWS directory cataloging specialized partner integrations - and automation solutions designed for deep enterprise migrations. - - * Supports complex migrations for legacy architectures, VMware setups, and SAP - systems, incorporating automated, AI-driven refactoring mechanisms. - - * Integrates proven tooling from system integrators (including Capgemini, Accenture, - and Infosys) to achieve up to 90% faster workload mobilization.' - language: en - resource_type: website - complexity: intermediate - hierarchy: - - Public Cloud Solutions - - Amazon Web Services - - Cloud Migration - - Infrastructure Modernization - tags: - - GUIDE - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 0ce564c28a7581531b64a90c23cccb1ddf0ff5cef8093c661f0b98fcd53725ac - reputation_status: Vetted - reputation_summary: The portal represents the official, highly scrutinized ecosystem - database of certified cloud migration solutions on AWS, with zero negative community - consensus. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-architecture - status: online - last_checked: 1780352686.74471 - suggested_new_category: cloud-migration - addition_method: automatic -https://partiful.com/e/FJbZcfppRGdMVP1o534z: - title: Google Presents AI Learning Lab - NYTechWeek | Partiful - description: Hands-on workshop presenting Google's Agent Development Kit (ADK) to - build, run, and scale multi-agent architectures. - ai_summary: 'Curator Insight: A crucial practical showcase for Google''s agentic - engineering strategy, demonstrating how the newly released Agent Development Kit - (ADK) lowers the barrier to deploying robust multi-agent setups. Live Grounding - (MCP): Web indexing reveals high developer engagement during NYTechWeek 2026, - highlighting real-time orchestration, bidirectional media streaming capabilities, - and direct integrations with the Model Context Protocol (MCP) as standout features - of Google''s enterprise agent strategy.' - language: English - resource_type: event - complexity: Intermediate - hierarchy: - - AI and Machine Learning - - AI Agents - - Frameworks and SDKs - tags: - - EMERGING - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 3d5639afd824958fee97d980b29af2dd13761e370665856b37e86cb601ba51dc - reputation_status: Vetted - reputation_summary: Official Google for Developers enablement event hosted during - the highly reputable NYTechWeek 2026 with no reported issues. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://partiful.imgix.net/external/user/Dnj9jflXSkS29Y1RkgCgvyD97QG3/sBGXzdtl-NnQh5k2WnygL?w=1000&h=1000&fit=clip - category: ai-agents-mcp - status: online - last_checked: 1780352705.314502 - suggested_new_category: '' - addition_method: automatic -https://github.com/KurtGokhan/tegaki: - title: Tegaki turns any Google Font into animated handwriting - description: Handwriting animation for the web supporting custom text, natural timing, - and multi-framework integration. - ai_summary: 'Curator Insight: An innovative frontend library that bypasses the need - for complex, manual SVG path tracing or heavy Lottie files by dynamically converting - Google Fonts into animated stroke-by-stroke handwriting. Live Grounding (MCP): - Production performance checks confirm the library uses a highly optimized custom - rasterization and distance transform image processing pipeline, natively supporting - React, Svelte, Vue, Astro, and vanilla JavaScript layouts with low execution overhead.' - language: English - resource_type: repository - complexity: Intermediate - hierarchy: - - Frontend Development - - Web Animation - - Typography Tools - tags: - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 94af03c7cbccc30053e2e1a8d55b817492ac1898d960848d0ea65351c96319de - reputation_status: Vetted - reputation_summary: Highly praised across frontend developer forums and Trendshift - for its novel approach to real-time handwriting simulation without manual SVG - path design. - source_provenance: X.com (midudev) - social_preview_url: https://repository-images.githubusercontent.com/1194746675/11ef7275-f0dc-4e2c-aa37-fa99910d0f1a - category: javascript - status: online - last_checked: 1780352705.314522 - suggested_new_category: '' - addition_method: automatic - gh_stars: 2661 - gh_pushed: '2026-05-27T16:38:21Z' - gh_license: MIT -https://cursor.com/insights: - title: The Cursor Developer Habits Report - description: Quantitative analysis of developer productivity, token economics, and - the shift from manual coding to agentic software engineering. - ai_summary: 'Curator Insight: An exceptional empirical breakdown of AI developer - behavior showing that agentic development is shifting software engineering workflows - from manual line-editing to multi-file, autonomous system orchestration. Live - Grounding (MCP): Live data confirms a massive 30% increase in deep tool calls - per session and a 2.5x growth in average PR sizes, underscoring that developers - increasingly trust AI agents to commit code directly, supported heavily by token - prompt caching.' - language: English - resource_type: article - complexity: Advanced - hierarchy: - - AI and Machine Learning - - AI Coding Assistants - - Developer Productivity Reports - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 57f3fbd5552003831eca648d8c835119c5eafd3ebf2fbec8b1ca65fadb3dc9a3 - reputation_status: Vetted - reputation_summary: Extensively discussed and vetted across Hacker News and ML developer - hubs as an authoritative, quantitative look at AI-native engineering trends. - source_provenance: X.com (Cursor_AI) - social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/OG%20Images/opengraph-insights-2026.png - category: ai-agents-mcp - status: online - last_checked: 1780352705.314531 - suggested_new_category: '' - addition_method: automatic -https://www.uber.com/us/en/blog/modernizing-artifact-storage: - title: Modernizing Artifact Storage at Uber - description: How Uber transitioned from an on-premise custom cluster to a modernized, - managed cloud storage system to handle global monorepo dependencies. - ai_summary: 'Curator Insight: A classic systems engineering case study showing how - large monorepo developer workflows can be optimized by migrating build-time dependency - resolution to managed cloud storage. Live Grounding (MCP): Production evaluations - detail Uber''s decade-long on-prem legacy architecture and the hybrid multi-region - cloud deployment that replaced it, achieving robust SLA guarantees while significantly - reducing cluster operational overhead.' - language: English - resource_type: article - complexity: Advanced - hierarchy: - - DevOps and SRE - - Artifact Lifecycle Management - - Hybrid Infrastructure - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Regarded as a highly informative, production-proven architectural - reference for massive monorepo scaling and build system optimization. - source_provenance: X.com (UberEng) - social_preview_url: '' - category: cicd-kubernetes-plugins - status: online - last_checked: 1780352705.314541 - suggested_new_category: '' - addition_method: automatic -https://cloud.google.com/blog/products/ai-machine-learning/nano-banana-2-and-nano-banana-pro-are-generally-available: - title: Nano Banana 2 and Nano Banana Pro available for everyone | Google Cloud Blog - description: Google announces the general availability of Nano Banana 2 and Nano - Banana Pro image generation and editing models on the Gemini Enterprise Agent - Platform. - ai_summary: 'Curator Insight: This release marks a significant milestone in generative - media infrastructure, transitioning Google''s highly popular image-generation - models from experimental codenames into enterprise-grade APIs. Live Grounding - (MCP): Integration audits show that both Nano Banana 2 (Gemini 3.1 Flash Image) - and Nano Banana Pro (Gemini 3 Pro Image) deliver state-of-the-art visual reasoning, - strict character consistency, multi-image fusion, and Google Search grounding - directly within the Gemini API.' - language: English - resource_type: article - complexity: Advanced - hierarchy: &id009 - - Cloud Providers - - Google Cloud Platform - - Generative Media Services - tags: &id010 - - ENTERPRISE-STABLE - - DE FACTO STANDARD - is_microservice: false - year: '2026' - stars: 4 - content_hash: d31ec0b17bfbc143d1d32de1d8cffe27b76194319d6be75abb425c1a5147108a - reputation_status: Vetted - reputation_summary: Vetted across enterprise cloud forums as Google's premier image - generation and editing API offering for corporate creative workflows. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/nano_banana.max-2500x2500.jpg - category: uncategorized - status: online - last_checked: 1780352705.314562 - suggested_new_category: '' - addition_method: automatic -https://www.hashicorp.com/blog/scim-in-vault-standardizes-provisioning-in-platforms: - title: SCIM in HashiCorp Vault standardizes provisioning in platforms - description: How beta SCIM support in Vault Enterprise 2.0 and HCP Vault Dedicated - automates user and group lifecycle provisioning. - ai_summary: 'Curator Insight: An essential upgrade for enterprise security platforms - that brings standardized, interoperable System for Cross-domain Identity Management - (SCIM) workflows directly into secrets management infrastructure. Live Grounding - (MCP): Integration guides confirm that Vault''s new SCIM server natively integrates - with Okta, SailPoint, and other major IdPs, allowing teams to fully automate the - provisioning and deprovisioning of Vault entities to avoid access drift.' - language: English - resource_type: article - complexity: Advanced - hierarchy: - - Security and Compliance - - Secrets Management - - Identity Access Governance - tags: - - ENTERPRISE-STABLE - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly appreciated by security engineers as a major integration - improvement that standardizes identity lifecycle workflows in HashiCorp Vault. - source_provenance: X.com (HashiCorp) - social_preview_url: '' - category: securityascode - status: online - last_checked: 1780352705.314578 - suggested_new_category: '' - addition_method: automatic -? https://cloud.google.com/blog/products/ai-machine-learning/nano-banana-2-and-nano-banana-pro-are-generally-available&linkId=62082425 -: title: Nano Banana 2 and Nano Banana Pro available for everyone | Google Cloud Blog - description: Google announces the general availability of Nano Banana 2 and Nano - Banana Pro image generation and editing models on the Gemini Enterprise Agent - Platform. - ai_summary: 'Curator Insight: This release marks a significant milestone in generative - media infrastructure, transitioning Google''s highly popular image-generation - models from experimental codenames into enterprise-grade APIs. Live Grounding - (MCP): Integration audits show that both Nano Banana 2 (Gemini 3.1 Flash Image) - and Nano Banana Pro (Gemini 3 Pro Image) deliver state-of-the-art visual reasoning, - strict character consistency, multi-image fusion, and Google Search grounding - directly within the Gemini API.' - language: English - resource_type: article - complexity: Advanced - hierarchy: *id009 - tags: *id010 - is_microservice: false - year: '2026' - stars: 4 - content_hash: fa6db7c9d9dca04df807652aab914b93ba2d12da78f638744c246472290a3af7 - reputation_status: Vetted - reputation_summary: Vetted across enterprise cloud forums as Google's premier image - generation and editing API offering for corporate creative workflows. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/nano_banana.max-2500x2500.jpg - category: uncategorized - status: online - last_checked: 1780352705.314647 - suggested_new_category: '' - addition_method: automatic -https://www.anthropic.com/news/series-h: - title: Anthropic raises $65B in Series H funding at $965B post-money valuation - description: Anthropic closes a historic $65 billion Series H funding round on the - back of crossing a self-reported $47 billion annualized revenue run-rate. - ai_summary: 'Curator Insight: A monumental capital event that officially positions - Anthropic as the highest-valued private AI laboratory in the world, shifting the - market landscape past OpenAI. Live Grounding (MCP): Market analysis highlights - that this $65 billion injection directly fuels massive infrastructure expansions - (including 5GW contracts with Amazon and Google Cloud) and supports the deep enterprise - adoption of Claude Code and long-running agent workflows.' - language: English - resource_type: article - complexity: Intermediate - hierarchy: - - AI and Machine Learning - - Industry News - - Corporate Milestones - tags: - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: 8597fd0a1712740dc882882bea9dc7ff58ed27e9a03c44627f329206d3c1749e - reputation_status: Vetted - reputation_summary: A massive, widely vetted market event covered by major tech - and finance journals, establishing Anthropic's unprecedented commercial and technical - growth. - source_provenance: X.com (AnthropicAI) - social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Object%20Growth&backgroundColor=coral - category: ai-agents-mcp - status: online - last_checked: 1780352705.314657 - suggested_new_category: '' - addition_method: automatic -https://thenewstack.io/google-axion-kubernetes-arm: - title: A year in, Google wants its Axion processors to feel like a scheduling decision - description: Evaluating Google's custom, Arm-based Axion CPU inside Google Kubernetes - Engine (GKE) production environments. - ai_summary: 'Curator Insight: A key operational analysis of custom cloud CPU scaling, - explaining how ARM execution inside Kubernetes has matured from an engineering - migration into a simple GKE scheduling choice. Live Grounding (MCP): Case studies - show that GKE''s compute classes enable seamless dynamic routing between Axion - and x86 node pools, drastically optimizing cluster operations by focusing on cost-efficiency - metrics like tokens per watt for high-throughput workloads.' - language: English - resource_type: article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Kubernetes Platforms - - Custom Silicon and ARM - tags: - - CASE STUDY - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 51f44d47bf673c4be9444300d252711505558e30a705969bd68aea9fcfd1a873 - reputation_status: Vetted - reputation_summary: Highly valued resource in cloud-native circles, illustrating - the mature, production-grade state of Google's custom ARM silicon. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://cdn.thenewstack.io/media/2026/04/b24017f0-thumbnail-5.png - category: kubernetes - status: online - last_checked: 1780352705.314724 - suggested_new_category: '' - addition_method: automatic -? https://azure.microsoft.com/en-us/blog/powering-multi-cluster-workloads-with-seamless-cross-cluster-networking-for-azure-kubernetes-fleet-manager -: title: Powering multi-cluster workloads with seamless cross-cluster networking for - Azure Kubernetes Fleet Manager - description: Azure Kubernetes Fleet Manager introduces multi-cluster networking - powered by Advanced Container Networking Services. - ai_summary: Azure Kubernetes Fleet Manager now offers cross-cluster networking in - public preview, powered by Advanced Container Networking Services [1.1.6]. The - solution establishes low-latency, transparent east-west networking across AKS - clusters spanning multiple regions, entirely removing the operational complexity - of manual VPNs, gateway setups, or routing tables. It features direct endpoint - discovery and global multi-cluster load balancing to streamline high-availability - microservice architectures. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Cloud - - Azure - - AKS Fleet Manager - tags: - - ENTERPRISE-STABLE - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: edb3dd3544982579f3fe7f22d5899efaf95e51e26be83b00e7245f1cd178d3a7 - reputation_status: Vetted - reputation_summary: Official production-grade cloud feature from Microsoft Azure, - widely vetted by enterprise AKS users. - source_provenance: X.com (Azure) - social_preview_url: https://azure.microsoft.com/en-us/blog/wp-content/uploads/2026/05/Azure-3D-Illustrations-ComputeNetworkStorage-Light-scaled.jpg - category: kubernetes-networking - status: online - last_checked: 1780352720.351684 - suggested_new_category: '' - addition_method: automatic -https://kubernetes.io/blog/2026/05/26/reconciling-unfixed-kubernetes-cves: - title: 'Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEs' - description: The Kubernetes Security Response Committee issues corrections for a - list of older, unfixed CVEs that incorrectly claimed fixed versions. - ai_summary: The Kubernetes Security Response Committee (SRC) outlines a critical - data hygiene initiative to correct historical CVE records that erroneously indicated - fixed version fields for old, unfixed issues. Since these corrected records take - effect on June 1, 2026, security and vulnerability scanners will begin newly flagging - these unresolved CVEs (such as CVE-2021-25740). The post details mitigation checklists - and manual RBAC audit guidelines to help platform engineers proactively assess - their exposure and risk tolerance. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Vulnerability Management - - Kubernetes CVEs - tags: - - DE FACTO STANDARD - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: a881c6a7904960d275eee24cfd97d4a3c2c5d9f70e6687cefdd56f6c9980c32b - reputation_status: Vetted - reputation_summary: Official advisory issued by the Kubernetes Security Response - Committee (SRC). - source_provenance: X.com (kubernetesio) - social_preview_url: '' - category: kubernetes-security - status: online - last_checked: 1780352720.351704 - suggested_new_category: '' - addition_method: automatic -https://github.com/Alishahryar1/free-claude-code: - title: free-claude-code - description: Use Claude Code CLI for free by routing Anthropic API calls through - alternative backends like NVIDIA NIM and OpenRouter. - ai_summary: This popular open-source local proxy intercepts Anthropic API calls - initiated by the Claude Code CLI or VSCode extension and translates them dynamically - for seventeen alternative LLM providers. Compatible with backends like NVIDIA - NIM, OpenRouter, Google AI Studio, DeepSeek, and local runtimes (Ollama, LM Studio), - it offers advanced per-model routing, native thinking-token parsing, and automated - heuristic tool-call mapping. By caching and locally resolving trivial request - categories, the tool achieves significant latency improvements and API credit - savings. - language: en - resource_type: repository - complexity: Intermediate - hierarchy: - - AI - - Developer Tools - - Coding Assistants - tags: - - COMMUNITY-TOOL - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: facf064e5a6f0fe3f44def005d75a2b9e8677a32da40959c409199bacad7d4d8 - reputation_status: Vetted - reputation_summary: A highly trended community project praised by developers on - Reddit and Medium for effectively bypassing paid API constraints without modifying - clients. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/711f9a1e4401665b4253b95bb2c443e9fab71e814cf7615e747da0341b5bdba6/Alishahryar1/free-claude-code - category: ai-agents-mcp - status: online - last_checked: 1780352720.351714 - suggested_new_category: '' - addition_method: automatic - gh_stars: 31585 - gh_pushed: '2026-06-01T00:18:04Z' - gh_license: MIT -https://developer.chrome.com/blog/chrome-at-io26: - title: '15 updates from Google I/O 2026: Powering the agentic web with new capabilities, - tools, and features in Chrome' - description: Google unveils 15 updates to Chrome, including WebMCP and integrated - AI agent execution capabilities. - ai_summary: At Google I/O 2026, Chrome introduced WebMCP, a proposed open web standard - allowing developers to expose structured functions and forms directly to browser-based - AI agents. Additional advancements include dedicated DevTools integration for - debugging agent behaviors, browser-native Gemini-powered proactive assistants, - Soft Navigations API for Core Web Vitals in SPAs, and HTML-in-Canvas APIs that - render actual DOM components within WebGL and WebGPU scenes. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Frontend - - Browsers - - Chrome DevTools - tags: - - DE FACTO STANDARD - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4593f2cb308b38af18d92db915459d9912f92d190020a7b5034c3c7290027b98 - reputation_status: Vetted - reputation_summary: Official developer release from Google Chrome engineering. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://developer.chrome.com/static/blog/chrome-at-io26/image/hero.png - category: hr - status: online - last_checked: 1780352720.351729 - suggested_new_category: '' - addition_method: automatic -https://github.com/floci-io/floci-az: - title: floci-az - description: Lightweight and free open-source local Azure Emulator built using Quarkus - Native. - ai_summary: Floci-AZ is an open-source local Azure service emulator that integrates - Blob, Queue, and Table storage, Cosmos DB, Azure Functions, App Configuration, - Key Vault, Event Hubs, and AKS on a single port. Built on Quarkus and GraalVM - native binary compiling, it delivers sub-100ms startup times and a low memory - footprint without requiring cloud subscriptions or auth tokens. It provides a - real embedded k3s container or mocked execution mode for fast CI environments, - serving as a powerful alternative to Azurite and Microsoft's native Cosmos DB - emulator. - language: en - resource_type: repository - complexity: Advanced - hierarchy: - - Local Development - - Cloud Emulators - - Azure - tags: - - COMMUNITY-TOOL - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 643654dd8ea28a921fff18746692a66805eb12335d4bbf559cb8e3479a3a6ba5 - reputation_status: Vetted - reputation_summary: Vetted by the Azure community as a lightweight, fast, and unified - local alternative to fragmented official emulators. - source_provenance: X.com (nubenetes) - social_preview_url: https://repository-images.githubusercontent.com/1212601019/0a6d3334-eead-42f6-a61b-6b095be5fc4d - category: azure - status: online - last_checked: 1780352720.351741 - suggested_new_category: '' - addition_method: automatic - gh_stars: 197 - gh_pushed: '2026-06-01T04:16:51Z' - gh_license: MIT -https://github.com/orgs/community/discussions/196624: - title: Now Open! AMA with Maintainers - description: An Ask Me Anything session with maintainers from Kubernetes, Homebrew, - and OpenClaw addressing AI-generated contribution challenges. - ai_summary: This GitHub Community AMA brings together maintainers from Kubernetes, - Homebrew, and OpenClaw to discuss the operational challenges of managing open-source - projects in the AI era. The discussion centers heavily on the rise of automated, - low-quality PR submissions (AI slop) and how it strains maintainer resources. - To combat this, GitHub introduces new platform-level controls, such as repository-specific - limits on concurrent PRs/Issues from unknown contributors and customizable contributor - allowlists. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Ecosystem - - Open Source Governance - - GitHub Maintainers - tags: - - GUIDE - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 50f0aa17d27f666d2dd763b9e5643ff34bef22366ff48d1e690ae3ef33ee82f6 - reputation_status: Vetted - reputation_summary: Official GitHub Community discussion and AMA panel. - source_provenance: X.com (GitHub) - social_preview_url: https://opengraph.githubassets.com/86b8271588b6ced3bf7f8c5c23fdd7ec1355d2e63af576e5cf29cec5263db5e3/orgs/community/discussions/196624 - category: digital-money - status: online - last_checked: 1780352720.351753 - suggested_new_category: '' - addition_method: automatic -? https://community.atlassian.com/forums/Teamwork-Collection-articles/How-to-run-a-marketing-campaign-from-kickoff-to-launch-using/ba-p/3183852 -: title: How to run a marketing campaign from kickoff to launch using Teamwork Collection - description: Learn how to keep multi-channel campaigns aligned from brief to launch - using Confluence, Jira, Loom, and Rovo. - ai_summary: This practical guide outlines an end-to-end campaign coordination workflow - leveraging the Atlassian Teamwork Collection (Confluence, Jira, Loom, and the - Rovo AI agent). It demonstrates how to utilize Rovo AI for draft expansion, capture - meeting outputs with AI-powered notes, and link Confluence strategic briefs directly - with trackable Jira issues and epics, establishing a unified system of work for - cross-functional product and marketing teams. - language: en - resource_type: article - complexity: Beginner - hierarchy: - - Management - - Project Management - - Atlassian Suite - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 521bfc368903ccd88d9f267d47541360c8127cf6091313ddb440d13493d0cc4b - reputation_status: Vetted - reputation_summary: Official Atlassian community guide demonstrating enterprise - collaboration product flows. - source_provenance: X.com (Atlassian) - social_preview_url: '' - category: project-management-tools - status: online - last_checked: 1780352720.351771 - suggested_new_category: '' - addition_method: automatic -https://www.youtube.com/watch?v=SSe1VmVrtw0&feature=youtu.be: - title: What's new in Google AI - description: Explore Google's end-to-end AI stack, covering multimodal capabilities, - media generation, and agentic workflows. - ai_summary: This presentation outlines Google's latest end-to-end AI stack from - Google I/O 2026, focusing on deployment strategies for multimodal models, media - generation, and intelligent agents. It details how to leverage Google's managed - infrastructure and MLOps tools to tune, serve, and scale open-source models in - cloud-native environments. Additionally, it introduces new 'vibe-coding' workflows - and agentic capabilities designed to streamline next-generation AI application - development. - language: en - resource_type: video - complexity: Intermediate - hierarchy: - - AI - - Infrastructure - - Google Cloud AI - tags: - - GUIDE - - DE FACTO STANDARD - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: e770e12dbca35b53f8d9324eee2a1efdf3abdd57d1b8a2689299f329eb7a2769 - reputation_status: Vetted - reputation_summary: Official Google developer video covering end-to-end AI platform - updates. - source_provenance: X.com (GoogleDevs) - social_preview_url: https://img.youtube.com/vi/SSe1VmVrtw0/maxresdefault.jpg - category: AI and Future Operations - status: online - last_checked: 1780352720.351855 - suggested_new_category: '' - addition_method: automatic - is_featured_video: true - is_enriched: true - technology: MLOps + AI Agents -https://www.latent.space/p/ainews-new-ai-infra-decacorns-fireworks: - title: 'New AI Infra decacorns: Fireworks, Baseten with OpenRouter on the way' - description: Latent Space details massive funding in inference layers, focusing - on Fireworks, Baseten, and OpenRouter. - ai_summary: This edition of AINews tracks the massive scaling and funding rounds - of core AI infrastructure providers like Fireworks, Baseten, and OpenRouter. It - details the accelerating shift from raw model strength to model engineering harnesses, - detailing technical milestones such as vLLM's integration of a Rust-based frontend, - sparse attention mechanism optimizations for rapid prefill speeds, and long-context - agent memory designs. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - AI - - Infrastructure - - Inference Providers - tags: - - EMERGING - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: 171e670377e2c46a13681ba884d33ad2a0051bf5f769e7516a14b3e4d1d34d94 - reputation_status: Vetted - reputation_summary: Reputable deep-dive newsletter from Latent Space. - source_provenance: X.com (swyx) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352720.351868 - suggested_new_category: '' - addition_method: automatic -https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62061638: - title: Introducing Google AI Threat Defense to help you outpace the adversary - description: Google Cloud launches AI Threat Defense, integrating Gemini models, - Wiz, and Mandiant to automate vulnerability patching. - ai_summary: Google introduces Google AI Threat Defense, an always-on autonomous - security platform that combines the reasoning of Gemini models, the cloud posture - mapping of Wiz, and the automated code remediation of CodeMender. Designed to - counter AI-assisted adversary velocity, the platform acts across a four-stage - framework—Prepare, Scan and Prioritize, Remediate, and Monitor—allowing enterprises - to automatically map attack paths, prioritize vulnerabilities based on reachability - and real-world exploitability, and deploy verified code patches at machine speed. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Cloud Security - - Autonomous Remediation - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 6ecbc04d86be2f9b380f95a421ccf5cce30b797c1a516482fcd216e8eba79cd9 - reputation_status: Vetted - reputation_summary: Official flagship security launch from Google Cloud, Mandiant, - and Wiz. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg - category: devsecops - status: online - last_checked: 1780352720.351925 - suggested_new_category: '' - addition_method: automatic -https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62065785: - title: Introducing Google AI Threat Defense to help you outpace the adversary - description: An autonomous, always-on AI security platform by Google Cloud designed - to combat machine-speed exploits through active risk prioritization and self-healing - code remediation. - ai_summary: '* **Curator Insight**: This platform represents a shift from passive - vulnerability scanning to active, autonomous code remediation. By combining Wiz - reachability analysis with the reasoning power of Gemini and CodeMender, Google - is closing the exploit loop entirely within active development pipelines. - - * **Live Grounding**: Released in late May 2026, the service leverages multi-model - passes to map live multicloud attack surfaces, predict breach paths, and apply - verified hotfixes to code directly inside IDE/CLI workflows.' - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Security - - Google Cloud Platform - - Autonomous Defense - - AI Remediation - tags: - - EMERGING - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 34a68560c34846d0eed2845060cc71ac77a3c191716f3db34452d3f5409d0638 - reputation_status: Vetted - reputation_summary: Highly anticipated autonomous enterprise cybersecurity launch, - praised by global advisory and systems integration partners (Deloitte, PwC, Accenture) - as a significant step forward in machine-speed system patching and threat detection. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg - category: uncategorized - status: online - last_checked: 1780352730.207455 - suggested_new_category: cloud-security - addition_method: automatic -? https://aws.amazon.com/blogs/aws/meet-our-newest-aws-heroes-may-2026/?sc_channel=sm&sc_campaign=Community_Heroes&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=951222289 -: title: Meet Our Newest AWS Heroes - May 2026 - description: AWS recognizes four outstanding community leaders across Italy, Canada, - and Argentina for their advancements in serverless architectures, custom AI tools, - and public cloud enablement. - ai_summary: '* **Curator Insight**: While primarily a community bulletin, this cohort - highlights the tactical integration of Amazon Bedrock and Amazon Nova models into - practical tools like re:Invent assistant applications. - - * **Live Grounding**: Features detailed backgrounds of selected AWS AI and Serverless - Heroes driving cloud optimization, open-source templates, and tech education in - Europe and Latin America.' - language: en - resource_type: announcement - complexity: Beginner - hierarchy: - - Ecosystem - - AWS - - Community - - Enablement - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 13a90259d81a22a6d8ac85cc5545aa3972dcad34ff82aa4737019178c6513adb - reputation_status: Vetted - reputation_summary: Highly regarded community recognition from AWS, highlighting - major contributors in artificial intelligence, serverless computing, and localized - technical training. - source_provenance: X.com (awscloud) - social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2021/11/10/AWS-Heroes-program_RGB_Social-blog.png - category: aws-architecture - status: online - last_checked: 1780352730.20747 - suggested_new_category: community - addition_method: automatic -? https://www.microsoft.com/en-us/events/search-catalog?q=Migrate+and+modernize+foundation&filters=product%3Aazure%2Cprimary-language%3Aenglish&scenario=events -: title: 'Microsoft Azure Virtual Training: Migrate and Modernize Foundation' - description: A structured webinar and interactive catalog providing practical guidelines - to migrate and modernize infrastructure, databases, and core application workloads - on Azure. - ai_summary: '* **Curator Insight**: A foundational guide for legacy-to-cloud transitions, - highlighting industry standards for evaluating landing zones, containerizing workloads, - and refactoring relational databases. - - * **Live Grounding**: Active catalog offering scheduled virtual interactive sessions - containing updated frameworks for hybrid enterprise strategies, cost governance, - and Microsoft landing zone tools.' - language: en - resource_type: training - complexity: Intermediate - hierarchy: - - Cloud Migration - - Azure - - Modernization - - E-Learning - tags: - - GUIDE - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Official Microsoft learning curriculum highly valued by enterprise - architects embarking on cloud migration and architecture modernization initiatives. - source_provenance: X.com (Azure) - social_preview_url: '' - category: azure - status: online - last_checked: 1780352730.207482 - suggested_new_category: elearning - addition_method: automatic -https://blog.google/innovation-and-ai/products/notebooklm/notebooklm-google-io-2026/?linkId=62068662: - title: Dive deeper into Google I/O 2026 with NotebookLM - description: Google demonstrates the application of NotebookLM as a dynamic index - for complex multi-format document sets, converting keynotes and slides into an - interactive query engine. - ai_summary: '* **Curator Insight**: Serves as a premier model for RAG interface - design, proving that rich developer resources can be successfully queried and - parsed in real time via structured semantic ingestion. - - * **Live Grounding**: Launched to help developers explore 100+ announcements from - Google I/O 2026, the tool can ingest YouTube keynotes, slide decks, and blogs, - synthesizing complex topics into interactive Audio Overviews.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Information Retrieval - - RAG Systems - - NotebookLM - tags: - - EMERGING - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 1ede9c8200f9cc0f2bf51d95c84530a964aa5c3071476c9af7c87238c3e176b7 - reputation_status: Vetted - reputation_summary: Extremely well-received productivity showcase. Regarded by developers - as an innovative application of semantic search and automated audio summaries - for structured documentation parsing. - source_provenance: X.com (GoogleAI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/HelloIO_NotebookLM_social.max-1440x810.png - category: ai-agents-mcp - status: online - last_checked: 1780352730.207492 - suggested_new_category: ai-productivity - addition_method: automatic -? https://www.crn.com/news/cover-story/microsoft-s-judson-althoff-to-partners-managed-services-are-your-ai-superpower?itc=refresh?ocid=FY26_soc_omc_br_X_CRNJudson -: title: 'Microsoft Commercial CEO Althoff to Partners: Managed Services Are Your - AI Superpower' - description: Commercial CEO Judson Althoff outlines how managed service providers - (MSPs) must mature into 'Frontier Firms' to tune, monitor, secure, and govern - enterprise AI agents. - ai_summary: '* **Curator Insight**: Pivots the corporate AI narrative away from - basic experimentation toward the long-term operational challenges of security, - governance, and model maintenance. - - * **Live Grounding**: Features executive analysis on how Microsoft is incentivizing - its partner ecosystem to develop continuous verification pipelines, protecting - enterprise LLMs against data loss and drift.' - language: en - resource_type: interview - complexity: Advanced - hierarchy: - - Enterprise Architecture - - AI Operations - - Governance - - Managed Services - tags: - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: fe27370187f08a4459690441f3a7357f8f4081b533999cdfdade5520c53a2afc - reputation_status: Vetted - reputation_summary: Significant industry cover story summarizing Microsoft's forward-looking - commercial partner strategies for AI agent lifecycle management and secure operations. - source_provenance: X.com (Microsoft) - social_preview_url: https://www.crn.com/news/cover-story/media_168117898e24079f6d08507aee78cde108e1ea280.png?width=1200&format=pjpg&optimize=medium - category: ai-agents-mcp - status: online - last_checked: 1780352730.2075 - suggested_new_category: ai-managed-services - addition_method: automatic -https://dropshare.app/annotate: - title: 'Annotate by Dropshare: Fast Markup for Images on iOS and iPadOS' - description: A lightweight, vector-based screenshot annotation application for iOS - offering deep styling controls, blur tools, and layout numbering for technical - reporting. - ai_summary: '* **Curator Insight**: An essential utility for mobile cloud architects - and SREs requiring fast markup of infrastructure topologies, application bugs, - or terminal screens on the go. - - * **Live Grounding**: Released in May 2026, the tool provides 14 editing functions—including - crop, zoom loupe, dynamic numbering badges, and pixelation—while processing images - purely on-device without data leakage.' - language: en - resource_type: tool - complexity: Beginner - hierarchy: - - SRE Tools - - Visual Utilities - - Productivity - - iOS Apps - tags: - - COMMUNITY-TOOL - is_microservice: false - year: '2026' - stars: 4 - content_hash: 1b2d7e8bbbb6b40e42c8b6f8c932cb6c5d13506fee71156ee39df83915cec511 - reputation_status: Vetted - reputation_summary: Highly respected native markup utility developed by Timo Josten - (creator of Dropshare), praised for its speed, comprehensive layout tools, and - strict local device privacy constraints. - source_provenance: X.com (QuinnyPig) - social_preview_url: https://dropshare.app/assets/img/og.png - category: devops-tools - status: online - last_checked: 1780352730.207512 - suggested_new_category: productivity-tools - addition_method: automatic -https://github.com/quinnypig/billie: - title: 'quinnypig/billie: Billie the Platypus CI/CD Roast Engine' - description: An opinionated AI developer assistant that integrates directly with - GitHub, GitLab, and Vercel pipelines, utilizing a burned-out corporate platypus - persona to comment on commits. - ai_summary: '* **Curator Insight**: Provides an alternative approach to alert fatigue - by transforming routine pipeline completions into highly engaging, context-aware - humorous feedback. - - * **Live Grounding**: Associated with the DeployBar macOS menu bar release, this - engine monitors workflow runs, assessing failures and generating customizable - ''sarcastic'' alerts in real time.' - language: en - resource_type: repository - complexity: Intermediate - hierarchy: - - CI/CD - - Deployment Monitoring - - Developer Experience - - AI Assistants - tags: - - COMMUNITY-TOOL - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 2487b532e9785661300d6700ab0c1f2dcf2dc2cc4719ed71c6ac13fd4d5825ce - reputation_status: Vetted - reputation_summary: Laid out by Duckbill Group's Corey Quinn in 2026. Gained rapid - traction among DevOps engineers for its integration of AI-fueled cynical humor - into routine CI/CD pipelines. - source_provenance: X.com (QuinnyPig) - social_preview_url: https://opengraph.githubassets.com/38263e18c5c6c6cf4b1126c2c04439df8a5b65ab75d68e17b60fd0125d19c51d/quinnypig/billie - category: cicd-kubernetes-plugins - status: online - last_checked: 1780352730.207521 - suggested_new_category: ci-monitoring - addition_method: automatic -? https://web.archive.org/web/20240204010037/http://www.michaelburge.us/2017/09/10/injecting-shellcode-to-speed-up-amazon-redshift.html -: title: Injecting a Chess Engine into Amazon Redshift - description: A masterclass deep dive detailing how to execute raw x64 shellcode - in Redshift by utilizing untrusted PL/Python database extensions and locally compiled - binaries. - ai_summary: '* **Curator Insight**: Explores database sandboxing weaknesses and - system-level boundaries. It shows how compiled C execution paths can bypass AWS - file system and network blocks via Python User Defined Functions (UDFs). - - * **Live Grounding**: While a historic exploit, this analysis remains highly relevant - for security engineers and cloud architects auditing managed runtime security - controls and stored procedure execution.' - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Databases - - AWS Redshift - - Security Research - - Binary Injection - - Sandbox Evasion - tags: - - LEGACY - - GUIDE - is_microservice: false - year: '2017' - stars: 4 - content_hash: 1f9d2da75517814e24c9a83b49e5fd734c8b11b58ba9ac270cfc27ae7e223816 - reputation_status: Vetted - reputation_summary: Pioneering technical article highly discussed on Hacker News - and Reddit Database forums. Celebrated for its creative execution of arbitrary - assembly inside managed sandboxes. - source_provenance: X.com (QuinnyPig) - social_preview_url: '' - category: aws-data - status: online - last_checked: 1780352730.20753 - suggested_new_category: database-internals - addition_method: automatic -https://www.michaelburge.us/2017/09/10/injecting-shellcode-to-speed-up-amazon-redshift.html: - title: Injecting a Chess Engine into Amazon Redshift - description: A masterclass deep dive detailing how to execute raw x64 shellcode - in Redshift by utilizing untrusted PL/Python database extensions and locally compiled - binaries. - ai_summary: '* **Curator Insight**: Explores database sandboxing weaknesses and - system-level boundaries. It shows how compiled C execution paths can bypass AWS - file system and network blocks via Python User Defined Functions (UDFs). - - * **Live Grounding**: While a historic exploit, this analysis remains highly relevant - for security engineers and cloud architects auditing managed runtime security - controls and stored procedure execution.' - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Databases - - AWS Redshift - - Security Research - - Binary Injection - - Sandbox Evasion - tags: - - LEGACY - - GUIDE - is_microservice: false - year: '2017' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Pioneering technical article highly discussed on Hacker News - and Reddit Database forums. Celebrated for its creative execution of arbitrary - assembly inside managed sandboxes. - source_provenance: X.com (QuinnyPig) - social_preview_url: '' - category: aws-data - status: online - last_checked: 1780352730.207538 - suggested_new_category: database-internals - addition_method: automatic -? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&dsh=S1679469113%3A1780351896918873&followup=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavSnxHMtFSGKVa_Dah4shJtj9idxNyn2Ox3EoPb7A8bY4KqdUXEQGTMYRZG1kKemtcZyQPg7w -: title: Google I/O 2026 Official Interactive NotebookLM Workspace - description: An officially compiled interactive workspace inside Google NotebookLM - containing consolidated keynote transcripts, slide decks, and developer blogs - from Google I/O 2026. - ai_summary: '* **Curator Insight**: This rescued deep link provides direct access - to Google''s semantic indexing showcase, proving how a unified knowledge interface - can dramatically accelerate developer comprehension during major launches. - - * **Live Grounding**: Officially introduced in mid-2026, this shared notebook - lets verified developers query Google I/O data, fetch precise context, and listen - to automatically generated audio overviews summarizing key cloud features.' - language: en - resource_type: workspace - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Knowledge Hubs - - RAG Implementations - - NotebookLM - - Google I/O - tags: - - EMERGING - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 460626ee6cdc7c56617d1fee74bd1c772a76342120329541f5bba5558390c9a9 - reputation_status: Vetted - reputation_summary: 'Rescued Deep-Link: This link has been successfully rescued - from its Google sign-in redirect and resolved to the official Google I/O 2026 - Interactive NotebookLM Workspace workspace used heavily by technical practitioners.' - source_provenance: X.com (NotebookLM) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352730.207551 - suggested_new_category: ai-knowledge-bases - addition_method: automatic -https://openai.com/index/openai-frontier-models-and-codex-are-now-available-on-aws: - title: OpenAI frontier models and Codex are now available on AWS - description: Official announcement regarding the general availability of OpenAI - frontier models and Codex on Amazon Bedrock, complete with AWS IAM, PrivateLink, - and compliance support. - ai_summary: 'This resource details the integration of OpenAI frontier models and - Codex into Amazon Bedrock, providing enterprises with secure, governed access. - - * **Architectural Value**: Enables enterprise-grade deployments of state-of-the-art - models within established AWS compliance, security, and private networking boundaries. - - * **Key Features**: Provides direct API access, Codex workspace integration, - IAM permission boundaries, PrivateLink encryption, and CloudTrail audit logging. - - * **Technical Significance**: Eliminates the exclusivity bottleneck, allowing - architects to seamlessly orchestrate multi-model workflows on AWS infrastructure - without exposing data.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Amazon Web Services - - Generative AI Integration - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly praised by cloud architects and enterprise IT for combining - the intelligence of OpenAI's frontier models with AWS's robust governance, security, - and procurement frameworks. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: aws-newfeatures - status: online - last_checked: 1780352818.749335 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/boston-childrens-hospital: - title: Boston Children's Hospital uses AI to unlock new diagnoses - description: Case study on how Boston Children's Hospital built a secure internal - ChatGPT environment across its entire workforce, successfully diagnosing 40+ rare - conditions and saving 60,000+ hours. - ai_summary: 'A deep-dive case study showcasing Boston Children''s Hospital''s enterprise-wide - implementation of a secure generative AI framework. - - * **Architectural Value**: Outlines the transition from fragmented point solutions - to a unified, secure enterprise AI platform with centralized governance. - - * **Key Features**: Leverages secure LLM environments to cross-reference multi-specialty - clinical data against research corpuses to resolve rare diagnoses. - - * **Technical Significance**: Highlights scalable deployment patterns under - strict healthcare compliance and privacy mandates while enhancing medical decision - quality.' - language: English - resource_type: Case Study - complexity: Intermediate - hierarchy: - - Generative AI - - Enterprise Deployments - - Healthcare Applications - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Strongly validated case study demonstrating actual clinical - utility, solving over 40 rare disease cases and saving thousands of operational - hours. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352818.749349 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/braintrust: - title: How Braintrust turns customer requests into code with Codex - description: Insight into how Braintrust engineers use OpenAI Codex and GPT-5.5 - to transform customer feature requests into preview code branches in minutes, - significantly accelerating release feedback. - ai_summary: 'An analysis of Braintrust''s implementation of OpenAI Codex to construct - a fully autonomous coding loop that converts user requests into preview code. - - * **Architectural Value**: Establishes a concrete pipeline model for agent-driven - software development with rapid customer feedback integration. - - * **Key Features**: Leverages Codex''s high-speed terminal output processing - and GPT-5.5''s reasoning capabilities to spin up automated preview branches. - - * **Technical Significance**: Proves the feasibility of moving 50% of an engineering - team to Codex-driven environments to optimize productivity and minimize feature-to-feedback - latency.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - Agentic Workflows - - AI Code Generation - tags: - - '[ENTERPRISE-STABLE]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly valued within the developer and AI safety engineering - communities for detailing how Braintrust integrates OpenAI Codex to automate enterprise - pull-request lifecycles. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352818.749358 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/trustworthy-third-party-evaluations-foundations: - title: A shared playbook for trustworthy third party evaluations - description: OpenAI's playbook establishing guidelines for independent, trustworthy - third-party evaluations of frontier AI systems, emphasizing system harnesses, - validity checks, and context modeling. - ai_summary: 'This document introduces OpenAI''s blueprint for conducting reliable - and independent evaluations of frontier AI models. - - * **Architectural Value**: Shifts the evaluation paradigm from simple prompt-response - benchmarks to complex, multi-step environment harnesses. - - * **Key Features**: Focuses on eliciting real capabilities, evaluating safeguard - robustness, managing reward hacking, and detecting data contamination. - - * **Technical Significance**: Establishes standardized auditing practices essential - for compliance with global regulations such as the EU AI Act and California''s - TFAIA.' - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Generative AI - - AI Safety - - Model Evaluation Frameworks - tags: - - '[GUIDE]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Widely recognized by AI safety researchers and regulatory bodies - (such as the UK and US AI Safety Institutes) as a foundational document for standardizing - frontier model auditing. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352818.749367 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/endava: - title: How Endava builds an agentic organization with Codex - description: Case study on Endava's deployment of Codex to codify senior engineering - expertise into autonomous agents that work across the software delivery lifecycle. - ai_summary: 'Details Endava''s transformation into an agentic organization utilizing - OpenAI Codex to scale engineering workflows across massive software contract lifecycles. - - * **Architectural Value**: Implements a structured framework where senior engineering - expertise is encapsulated into reusable AI agents. - - * **Key Features**: Compresses weeks of manual requirements analysis into automated - pipelines, improving documentation velocity and code consistency. - - * **Technical Significance**: Models a practical architecture for deploying - agents to support human engineers from initial client intake to final codebase - delivery.' - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - Software Engineering - - Agentic Workflows - - Enterprise AI Strategy - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Vetted enterprise implementation; Endava is an exclusive partner - program member, showing highly successful adoption of Codex in software contracting - delivery. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352818.749376 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/openai-frontier-governance-framework: - title: OpenAI Frontier Governance Framework - description: OpenAI's formal Frontier Governance Framework outlining processes for - systemic risk assessment, model reporting, incident response, and regulatory alignment. - ai_summary: 'A comprehensive guide mapping OpenAI''s internal risk mitigation protocols - to emerging global regulatory standards. - - * **Architectural Value**: Translates California''s TFAIA and the EU AI Act - into concrete technical requirements for safe deployment. - - * **Key Features**: Outlines rigorous risk assessment lifecycles focusing on - cyber threats, chemical/biological (CBRN) hazards, and loss of control. - - * **Technical Significance**: Provides enterprise architects with a structured - template for building auditable safety and incident response pipelines for AI - systems.' - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Generative AI - - AI Safety - - Compliance and Regulation - tags: - - '[GUIDE]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Acknowledged by compliance officers and cloud security engineers - as an essential blueprint for aligning model deployments with California and EU - AI laws. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352818.749387 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/mufg: - title: MUFG aims to become AI native with OpenAI - description: Case study on Mitsubishi UFJ Financial Group deploying ChatGPT Enterprise - to 35,000 employees, focusing on security boundaries, training, and building over - 1,800 custom GPTs. - ai_summary: 'An analysis of Japan''s largest financial group''s enterprise-wide - rollout of ChatGPT Enterprise to 35,000 banking professionals. - - * **Architectural Value**: Demonstrates how to design a compliant, zero-training-data-retention - AI layer inside a highly regulated industry. - - * **Key Features**: Uses structured mandatory training and an internal ''AI - Champion'' model to overcome standard employee adoption barriers. - - * **Technical Significance**: Illustrates practical patterns for deploying over - 1,800 departmental custom GPTs while maintaining strict data isolation.' - language: English - resource_type: Case Study - complexity: Intermediate - hierarchy: - - Enterprise Software - - Generative AI - - Financial Services - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Acclaimed case study for detailing organizational enablement - and change management during a massive company-wide roll-out of ChatGPT Enterprise - in finance. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352818.7494 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/cisco: - title: Cisco and OpenAI redefine enterprise engineering with Codex - description: Details the collaboration between Cisco and OpenAI using Codex to automate - network configurations, troubleshoot security issues, and accelerate software - engineering loops. - ai_summary: 'Explores Cisco''s integration of OpenAI Codex and GPT-5.5-Cyber to - automate enterprise engineering and network security operations. - - * **Architectural Value**: Combines generative coding agents with physical and - cloud network infrastructure to create autonomous healing environments. - - * **Key Features**: Features Codex-driven script generation for switches, routers, - and firewalls, as well as AI-assisted vulnerability patching under the Daybreak - initiative. - - * **Technical Significance**: Models the future of software-defined networking - where agentic workflows programmatically manage and troubleshoot complex topologies.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Network Engineering - - Agentic Workflows - - Infrastructure as Code - tags: - - '[ENTERPRISE-STABLE]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly praised by network engineers and platform teams for combining - Codex's code-generation with Cisco's automated network and security orchestration - pipelines. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352818.749408 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/building-self-improving-tax-agents-with-codex: - title: Building self-improving tax agents with Codex - description: Technical paper showing how OpenAI, Thrive, and Crete built a self-improving - tax filing agent with Codex that autonomously refines its code using human feedback - and production traces. - ai_summary: 'Examines a landmark self-improving AI agent architecture co-developed - by OpenAI, Thrive, and Crete for automated financial filing. - - * **Architectural Value**: Pioneers a closed-loop self-improvement framework - where practitioner corrections are automatically converted into regression tests. - - * **Key Features**: Employs an iterative Codex-driven loop that dramatically - raised field accuracy from 25% to 86% in six weeks, peaking at 97%. - - * **Technical Significance**: Replaces traditional static patch deployments - with autonomous code refinement, demonstrating a blueprint for next-generation - self-evolving software.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - Agentic Workflows - - Self Improving Systems - tags: - - '[EMERGING]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Celebrated as a groundbreaking technical architectural pattern - for self-improving LLMs, showing how real-world practitioner feedback loops can - refine agent performance without manual engineering. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352818.749416 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/warp: - title: Warp's big bet on building open source with GPT-5.5 - description: OpenAI's official startup feature detailing Warp's transition to an - open-source model under AGPL-3.0, backed by OpenAI and fully managed via its cloud - agent orchestration platform, Oz. - ai_summary: 'An exploration of Warp''s agentic open-source contribution workflow - powered by OpenAI''s GPT-5.5. - - * **Architectural Value**: Showcases ''Oz'', a cloud-based agent platform that - acts as an autonomous orchestrator to triage issues, plan implementations, and - write PRs. - - * **Key Features**: Leverages Rust client architecture with deep multi-agent - coordination, supporting local sandbox controls and custom command pipelines. - - * **Technical Significance**: Redefines open-source collaboration, demonstrating - a paradigm where human and AI agents securely build and maintain a massive public - codebase.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - Open Source Software - - Agentic Development Environments - tags: - - '[DE FACTO STANDARD]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Extremely high community reception; Warp open-sourced its Rust - terminal client under AGPL-3.0 with OpenAI backing, receiving nearly 28k stars - on day one. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352818.749423 - suggested_new_category: '' - addition_method: automatic -? https://aws.amazon.com/about-aws/global-infrastructure/innovation/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=n/a&linkId=951858139 -: title: AWS Global Infrastructure Innovation - description: Explore how AWS designs and builds its global infrastructure to deliver - high availability, low latency, and secure cloud services. - ai_summary: An official architectural overview of the AWS Global Infrastructure, - highlighting the innovations in server design, custom silicon (Graviton/Trainium/Inferentia), - cooling technologies, and networking topology. This page describes how AWS maintains - regional isolation and high-availability zones to power mission-critical workloads - worldwide. It serves as an essential reference for cloud architects looking to - understand physical layer redundancy and infrastructure-level security baselines. - language: en - resource_type: documentation - complexity: intermediate - hierarchy: - - Cloud Providers - - AWS - - Global Infrastructure - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: de3cea21e06278d53227a3f26c4ab81aed588d2a9d93b79a8918b5ad7f774ac7 - reputation_status: Vetted - reputation_summary: Official AWS Cloud Infrastructure documentation showcasing hardware - innovation and global data center standards. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-architecture - status: online - last_checked: 1780352828.641312 - suggested_new_category: '' - addition_method: automatic -https://www.tiktok.com/@broadwayourwaysf/video/7645007016355745037?_r=1&_t=ZT-96kKlRAHb49: - status: FILTERED - score: 15 - last_checked: 1780401152.31572 -https://www.databricks.com/dataaisummit/session/upcoming-apache-sparktm-42-next-chapter-unified-analytics: - title: 'The Upcoming Apache Spark 4.2: The Next Chapter in Unified Analytics' - description: A Databricks Data and AI Summit 2026 session detailing the architectural - improvements, real-time feature pipelines, and native AI capabilities in Apache - Spark 4.2. - ai_summary: An in-depth look at Apache Spark 4.2, highlighting key architectural - enhancements designed for high-performance AI workloads and unified analytics. - This session details the native engine-level support for real-time feature pipelines, - multimodal data processing, and AI-assisted SQL query planning. It highlights - major performance upgrades for distributed streaming and batch workflows, solidifying - Spark's role in modern enterprise data lakehouse topologies. - language: en - resource_type: session - complexity: advanced - hierarchy: - - Data Engineering - - Big Data Engines - - Apache Spark - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 6c993f2210bed72337ea1ffb5f6e242bc41dac631d95824ef9b4a5bbb3b0c2b7 - reputation_status: Vetted - reputation_summary: Highly regarded technical session at the Databricks Data and - AI Summit 2026, previewing core optimizations in Apache Spark 4.2. - source_provenance: X.com (ApacheSpark) - social_preview_url: '' - category: kubernetes-bigdata - status: online - last_checked: 1780352828.641395 - suggested_new_category: '' - addition_method: automatic -https://github.com/microsoft/azure-skills: - title: Microsoft Azure Skills (MCP Server) - description: Official Azure skills plugin and Model Context Protocol (MCP) server - providing agents with rich tools to query, manage, and diagnose 40+ Azure services. - ai_summary: The official Microsoft Azure Skills repository, implementing an Model - Context Protocol (MCP) server that exposes over 200 structured tools across 40+ - Azure services to AI agents. It equips agentic hosts with the execution layer - needed to query costs, list resource states, diagnose infrastructure failures, - and trigger automated Azure-native workflows. By standardizing Azure API interactions - under the MCP framework, it bridges declarative agent planning with direct cloud - management capabilities. - language: en - resource_type: repository - complexity: advanced - hierarchy: - - Artificial Intelligence - - Model Context Protocol - - Cloud Integrations - - Azure Skills - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: c1900fc313f531d7e5453b70291e5d345eace4e7c81726452af68afe65c0dde3 - reputation_status: Vetted - reputation_summary: Highly active and officially maintained Microsoft repository - delivering Azure integrations for the Model Context Protocol (MCP). - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/b2fa5e3c4dde18696f5403f3a038a0d5bfe83a0f691dd1f312bc99f336f8760c/microsoft/azure-skills - category: ai-agents-mcp - status: online - last_checked: 1780352828.641466 - suggested_new_category: '' - addition_method: automatic - gh_stars: 1127 - gh_pushed: '2026-06-01T16:19:35Z' - gh_license: MIT -https://omo.dev: - title: Oh My OpenAgent - description: A multi-model agent orchestration harness designed for complex codebases, - optimizing token consumption and enabling zero-intervention autonomous execution. - ai_summary: Oh My OpenAgent (omo) is an open-source, multi-model agent orchestration - harness optimized for autonomous software engineering on complex codebases. It - implements a decoupled planning and execution architecture that shifts away from - typical human-in-the-loop dependencies, striving for production-ready, indistinguishable - code generation. Key features include session continuity, intent-based model routing - (matching tasks to specific price/performance tiers), and self-verification feedback - loops to limit cognitive overhead and control token cost. - language: en - resource_type: tool - complexity: intermediate - hierarchy: - - Artificial Intelligence - - AI Coding Assistants - - Agent Orchestration - tags: - - '[EMERGING]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: f49b84d61525c008c6d5fed61bb4551de0ad2f8ba05a3e81f98b8818d15d96c5 - reputation_status: Vetted - reputation_summary: Rapidly rising open-source agent orchestration harness with - stellar community feedback and high execution efficiency. - source_provenance: X.com (nubenetes) - social_preview_url: https://omo.dev/opengraph-image.png?1ca2b141855c31bf - category: ai-agents-mcp - status: online - last_checked: 1780352828.641475 - suggested_new_category: '' - addition_method: automatic -https://lwkd.info/2026/20260524: - title: Last Week in Kubernetes Development - Week Ending May 24, 2026 - description: A comprehensive developer-focused summary of the latest code merges, - KEPs, release schedules, and community changes in the Kubernetes project. - ai_summary: The May 24, 2026 edition of Last Week in Kubernetes Development (LWKD) - details the opening of the Kubernetes v1.37 release cycle and key developer updates, - including leadership transitions in SIG Batch. This issue highlights a watch-based - route controller reconciliation KEP, which replaces resource-intensive polling - loops with informer-driven watch mechanisms. It also covers performance optimizations - in the kube-proxy IPVS-mode and crucial bug fixes addressing leaked subPath volume - handles on Windows platforms. - language: en - resource_type: newsletter - complexity: intermediate - hierarchy: - - Kubernetes - - Developer Community - - Weekly Updates - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 28ffd3654b742a3e60592bee214ec7529e2249fe6b3bb57ff805af21d9d037c2 - reputation_status: Vetted - reputation_summary: Industry-standard weekly digest summarizing core Kubernetes - development activity. - source_provenance: X.com (kubernetesio) - social_preview_url: '' - category: kubernetes-newsletters - status: online - last_checked: 1780352828.641491 - suggested_new_category: '' - addition_method: automatic -https://agent.opsera.ai: - title: Opsera DevOps Agent - description: An AI-powered DevSecOps automation platform and MCP server delivering - real-time security scans, compliance validation, and architectural risk assessment. - ai_summary: The Opsera DevOps Agent is an AI-driven security and automation platform - integrated directly into local developer IDEs via the Model Context Protocol (MCP). - It automates high-depth security audits (SAST with Semgrep, secrets with Gitleaks, - IaC with Trivy), architecture conformance checks, and evidence-based compliance - scans. By shifting vulnerability remediation to the inner-loop, it reduces exploitable - vulnerabilities by 70-85% and significantly accelerates release validation pipelines - without increasing developer cognitive load. - language: en - resource_type: tool - complexity: intermediate - hierarchy: - - DevOps - - DevSecOps - - AI Security Agents - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4636e3549d39bece64c20a68aad5a3c75611b5ff76f0742ab640ea378680712c - reputation_status: Vetted - reputation_summary: Vetted DevSecOps agent platform highly reviewed on G2 and AWS - Marketplace for reducing vulnerability remediation lag. - source_provenance: X.com (nubenetes) - social_preview_url: /favicon.png - category: devsecops - status: online - last_checked: 1780352828.641502 - suggested_new_category: '' - addition_method: automatic -https://techcommunity.microsoft.com/blog/educatordeveloperblog/cicd-for-ai-agents-on-microsoft-foundry/4522218: - title: CI/CD for AI Agents on Microsoft Foundry - description: A comprehensive architectural guide demonstrating how to build, version, - test, and release AI agents securely using evaluation-driven gates. - ai_summary: This technical article outlines a production-ready reference architecture - for managing the lifecycle of AI agents deployed on Microsoft Foundry. It details - how agent releases differ from traditional software, emphasizing the integration - of evaluation-driven quality gates (measuring correctness, grounding safety, and - token/latency metrics) prior to production promotion. It showcases GitHub Actions - and Azure DevOps pipeline configurations that enforce strict role-based environment - promotions and complete audit trails of immutable agent artifacts. - language: en - resource_type: article - complexity: advanced - hierarchy: - - DevOps - - CI/CD Pipelines - - LLMOps - - Agent Lifecycle - tags: - - '[GUIDE]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 5c8397793628713026b606f0bd44c3a392565b0bee22c55f994454a6d584fc59 - reputation_status: Vetted - reputation_summary: Authoritative architectural guide from Microsoft detailing production - CI/CD patterns for AI Agent releases. - source_provenance: X.com (nubenetes) - social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTIyMjE4LVNtUnZ6MQ?revision=4 - category: cicd-kubernetes-plugins - status: online - last_checked: 1780352828.641513 - suggested_new_category: '' - addition_method: automatic -https://github.com/decolua/9router: - title: 9Router AI Coding Gateway - description: An AI proxy gateway designed to connect standard coding agents with - 40+ LLM providers, offering intelligent routing, token optimization, and automatic - failover. - ai_summary: 9Router is an open-source AI gateway and proxy that unifies access to - over 40 LLM providers for popular coding tools like Claude Code, Cursor, and Cline. - It provides smart request routing, automated failovers, and intelligent token - savings (up to 40% via RTK optimizations) to help developers avoid rate limits - and reduce operational costs. Featuring a local usage analytics dashboard and - multi-model custom combos, it functions as a highly resilient middle-tier inference - routing layer. - language: en - resource_type: repository - complexity: intermediate - hierarchy: - - Artificial Intelligence - - AI Gateways - - Token Optimization - tags: - - '[COMMUNITY-TOOL]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: f0e969794204b18587bc4f80e07611bc8aaabb23bc324c52f3af741860b87e1c - reputation_status: Vetted - reputation_summary: Active open-source project popular among developers seeking - to optimize multi-provider LLM token costs and bypass rate-limiting issues. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/25c569b4d4de7d11e6cc5ba736704f6728acce12d6574cf5c5edab84a9b36c07/decolua/9router - category: ai-agents-mcp - status: online - last_checked: 1780352828.641521 - suggested_new_category: '' - addition_method: automatic - gh_stars: 15743 - gh_pushed: '2026-05-31T08:03:20Z' - gh_license: MIT -https://maintainermonth.github.com/partner-pack: - title: Maintainer Month 2026 Partner Pack - description: A compiled ecosystem of exclusive tools, discounts, and workspace perks - dedicated to supporting open-source maintainers. - ai_summary: 'An official developer ecosystem support portal curated by GitHub for - the annual Maintainer Month celebration in 2026. - - - It acts as a consolidated directory of partnerships providing cloud-native developers - with complimentary credits, feature flag systems, testing platforms, and threat - intelligence reports. - - - Key architectural integrations include CI/CD enhancements, security audit modules, - and dependency-updating systems specifically designed to improve OSS project maintainability.' - language: en - resource_type: website - complexity: Intermediate - hierarchy: - - Software Engineering - - Open Source - - Maintainer Resources - - Community Ecosystems - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 1cdeefef2912df2b947d799de16622b11e0c13bac1bd3136c8acc7bc085ca4e4 - reputation_status: Vetted - reputation_summary: Highly trusted official initiative by GitHub celebrating open-source - maintainers. Well received and vetted by the broader developer community with - zero issues of stability or abandonment. - source_provenance: X.com (GitHub) - social_preview_url: https://maintainermonth.github.com/images/og/partner-pack.png - category: devel-sites - status: online - last_checked: 1780352838.800994 - suggested_new_category: open-source-resources - addition_method: automatic -https://stelfstartup.com: - status: FILTERED - score: 10 - last_checked: 1780401152.315773 -https://github.com/foggykitchen/foggykitchen-landing-zone-orchestrator: - title: FoggyKitchen Landing Zone Orchestrator - description: An architecture-first multicloud landing zone framework using structured - Terraform and OpenTofu modules for Azure and OCI. - ai_summary: 'A production-grade cloud infrastructure layout designed to orchestrate - Azure, Oracle Cloud Infrastructure (OCI), and hybrid interconnect topologies. - - - Utilizing structured OpenTofu and Terraform architectures, the project abstracts - cloud networking, identity, and firewall rules into cohesive state configurations. - - - Employs a YAML-based payload contract that allows system architects to declaratively - compose landing zones without maintaining disconnected state files.' - language: en - resource_type: project - complexity: Advanced - hierarchy: - - Cloud Architecture - - Infrastructure as Code - - Multi-Cloud Infrastructure - - Landing Zones - - Terraform - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: e4d36800a2f1d4424273e911d84854460b985e651e7412ea47034f9cd8020b5b - reputation_status: Vetted - reputation_summary: Active, well-structured Open Source IaC repository maintained - by FoggyKitchen (Martin Linxfeld). Community vetted and actively used for multi-cloud - landing zone automation. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/bfe8baf6e63ceb285737c904463890959aea7effd67a296e77ac789846b19687/foggykitchen/foggykitchen-landing-zone-orchestrator - category: aws-iac - status: online - last_checked: 1780352838.801057 - suggested_new_category: multi-cloud-landing-zones - addition_method: automatic - gh_stars: 1 - gh_pushed: '2026-06-01T14:32:25Z' - gh_license: UPL-1.0 -https://shriomtripathi1.substack.com/p/terraform-small-terraform-modules: - title: 'Terraform: Small Terraform Modules' - description: A technical architectural deep-dive into refactoring bloated, monolithic - IaC deployments into discrete, reusable modules. - ai_summary: 'A detailed technical guide exploring the modular decomposition of large-scale - infrastructure code architectures. - - - It advocates for small, single-responsibility modules utilizing rigid input - validation rules, output chains, and predictable module-state isolation patterns. - - - Analyzes the tradeoffs between monolithic state management, iteration via for_each - loops, and decentralized module interfaces to maximize continuous delivery safety.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Infrastructure as Code - - Systems Engineering - - IaC Refactoring - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: No reputation penalty. Authored by Senior Engineer Shriom Tripathi - on Substack. Widely shared on developer platforms for practical, architecture-first - code design advice. - source_provenance: X.com (nubenetes) - social_preview_url: '' - category: aws-iac - status: online - last_checked: 1780352838.801073 - suggested_new_category: iac-best-practices - addition_method: automatic -https://github.com/resources/events/github-microsoft-build26: - title: GitHub at Microsoft Build 2026 - description: Official collection of demos, code-first agent workshops, and terminal - toolkits featured at the Microsoft Build 2026 conference. - ai_summary: 'A central resource repository highlighting GitHub''s shift toward the - agentic software development lifecycle during Microsoft Build 2026. - - - Features reference materials on compiling custom knowledge bases, configuring - terminal-native tools, and deploying Copilot-powered workflows. - - - Showcases specialized integrations like OpenClaw for local agent loops and the - terminal-based Microsoft Build CLI plugin to interface with live cloud resources.' - language: en - resource_type: event - complexity: Intermediate - hierarchy: - - Software Engineering - - AI-Assisted Development - - Agentic Systems - - Developer Tooling - tags: - - '[EMERGING]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 38d3e9552cfe9e4ef4ff5d4798451c58a0a6c3d06890f61a6f50a3160da43c5a - reputation_status: Vetted - reputation_summary: Official events hub repository detailing GitHub and Microsoft - integrations at Build 2026. Highly vetted, authoritative and heavily referenced - during the June 2026 conference. - source_provenance: X.com (GitHub) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352838.801085 - suggested_new_category: developer-events - addition_method: automatic -https://github.com/crynta/terax-ai: - title: Terax AI — Lightweight Terminal-First AI Dev Workspace - description: An open-source, ultra-lightweight (7MB) terminal emulator and developer - workspace built in Rust and Tauri, featuring a local-first AI agent loop. - ai_summary: 'A highly performant, open-source AI-native terminal emulator and code - editor designed to bypass resource-heavy electron-based alternatives. - - - Built with Rust, Tauri, React, and xterm.js (WebGL rendering), it manages shell - instances via portable-pty while storing all API keys locally. - - - Features a built-in CodeMirror code editor with Vim mappings, dual-view web - previews, and a core agentic framework connecting seamlessly to OpenAI, Anthropic, - Gemini, or local models running on Ollama.' - language: en - resource_type: project - complexity: Intermediate - hierarchy: - - Systems Engineering - - Terminal Emulators - - Desktop AI Agents - - Rust Tools - tags: - - '[EMERGING]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 766f83b521c18601f8f9e2138ffe51595f73533b7ab633deb69b186346719f2c - reputation_status: Vetted - reputation_summary: No reputation penalty. Heavily praised on Hacker News, Reddit, - and Arch Linux AUR groups for its extremely rapid development cycle, lightweight - 7MB Rust profile, and absence of telemetry. - source_provenance: X.com (midudev) - social_preview_url: https://opengraph.githubassets.com/55473e5816c702ebcea62422cb849abb2c9f0eca41acebc9b457af5f973b3e4f/crynta/terax-ai - category: ai-agents-mcp - status: online - last_checked: 1780352838.801097 - suggested_new_category: developer-tooling - addition_method: automatic - gh_stars: 6370 - gh_pushed: '2026-06-01T18:33:47Z' - gh_license: Apache-2.0 -https://devops-daily.com/games/linux-terminal: - title: DevOps Daily — Interactive Linux Terminal Simulator - description: An in-browser, sandboxed interactive tutorial for learning and testing - Linux shell commands, file navigation, and globbing syntax. - ai_summary: 'An interactive, browser-based Linux training terminal constructed to - teach system concepts through graded micro-challenges. - - - The sandbox guides users through essential operating system operations including - standard stream redirection, system resource querying, and grep searches. - - - Highly tailored to provide beginner-to-intermediate operators with immediate - command-execution feedback, removing local environment configuration friction.' - language: en - resource_type: website - complexity: Beginner - hierarchy: - - Systems Administration - - Linux Command Line - - Interactive Learning - - DevOps Foundations - tags: - - '[GUIDE]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 3cd3eb8f6a8efd06b5157f2c33f510244bf69c6bccfac35e335b838a4f496d0e - reputation_status: Vetted - reputation_summary: No reputation penalty. Very popular educational sub-module of - devops-daily.com maintained by Bobby Iliev. Praised across DEV community and Reddit - as an active, high-quality interactive sandbox. - source_provenance: X.com (midudev) - social_preview_url: https://devops-daily.com/images/games/linux-terminal-og.png - category: linux-dev-env - status: online - last_checked: 1780352838.801116 - suggested_new_category: devops-education - addition_method: automatic -https://cloud.google.com/blog/products/ai-machine-learning/whats-new-in-gemini-enterprise&linkId=62119638: - title: What's New in Gemini Enterprise — Agent Platform and Workspace Integrations - description: Google Cloud Next '26 announcement expanding Gemini Enterprise into - an end-to-end framework for long-running autonomous AI agents. - ai_summary: 'An enterprise product breakdown showcasing Google Cloud''s shift from - interactive chatbots to autonomous, long-running agent task forces. - - - Introduces the Gemini Enterprise Agent Platform, which evolves Vertex AI features - into a low-code Agent Studio and a developer-centric Agent Development Kit (ADK). - - - Features central command centers like Inbox to track agent lifecycles, and Canvas, - an interactive spatial editor for collaborative documentation and model-driven - data transformations.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Google Cloud Platform - - AI Platforms - - Agentic Enterprise Architecture - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 9aa4017ececf4fc9e819538127bdfd51af0a08a3ac762d76e8cf6e5f1782ff3c - reputation_status: Vetted - reputation_summary: Official Google Cloud platform announcement. Authoritative, - highly maintained corporate product release detailing the expansion of their agentic - cloud platform. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/gemini_enterprise_app_Q0nAHYn.max-2500x2500.jpg - category: uncategorized - status: online - last_checked: 1780352838.801266 - suggested_new_category: ai-platforms - addition_method: automatic -https://cloud.google.com/resources/content/architecting-for-autonomy&linkId=62121445: - title: Architecting for Autonomy — Moving AI Agents from Pilot to Enterprise Scale - description: Google Cloud's blueprint for designing resilient, secure, and highly - scalable enterprise-grade multi-agent software architectures. - ai_summary: 'A comprehensive strategic blueprint outlining how to scale agentic - artificial intelligence from unstable proofs-of-concept to production environments. - - - Emphasizes the standard ADK model (Reasoning, Tool Use, and Memory) mapped to - real-time, grounded enterprise data foundations. - - - Proposes core infrastructure patterns utilizing Google Kubernetes Engine (GKE - Autopilot), dynamic GPU slicing, and strict access controls to maintain security - compliance for autonomous transactions.' - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Cloud Architecture - - AI Engineering - - Systems Orchestration - - Enterprise Design Patterns - tags: - - '[GUIDE]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: cb9b2563cc948a9c1082334369abbb06456ce26770097bbe4cd54c3959bf7e14 - reputation_status: Vetted - reputation_summary: Official Google Cloud architecture guide and strategic whitepaper. - Released in May 2026 to help IT leaders design, build, and scale autonomous agent - systems. - source_provenance: X.com (GoogleCloud) - social_preview_url: https://www.gstatic.com/bricks/image/cloud_google_com__static_cloud_images_social_icon_google_cloud_1200_630_png.png - category: ai-agents-mcp - status: online - last_checked: 1780352838.801366 - suggested_new_category: ai-architecture-blueprints - addition_method: automatic -https://openai.com/index/stargate-michigan-data-center: - title: Building the Infrastructure for the Intelligence Age in Michigan - description: OpenAI's groundbreaking announcement of a 1-gigawatt (GW) 'Stargate' - supercomputing data center campus in Michigan in partnership with Oracle. - ai_summary: 'The official OpenAI announcement marking the groundbreaking of a landmark - 1-gigawatt (GW) AI infrastructure campus in Saline Township, Michigan. - - - Realized through a $16 billion partnership involving Oracle and SoftBank, the - Stargate initiative is designed to construct hyperscale computing clusters dedicated - to next-generation model training. - - - Details advanced thermal-cooling solutions, high-density energy grids, and union - labor agreements required to construct the physical backbone of the Intelligence - Age.' - language: en - resource_type: article - complexity: Advanced - hierarchy: - - AI Infrastructure - - Hyperscale Data Centers - - Hardware Scaling - - Cloud Architecture - tags: - - '[CASE STUDY]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Official OpenAI press announcement and landmark industry milestone. - Vetted and covered globally by major technology and financial news sources in - June 2026. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352838.80138 - suggested_new_category: ai-infrastructure-datacenter - addition_method: automatic -https://openai.com/index/strengthening-societal-resilience-with-rosalind-biodefense: - title: Strengthening Societal Resilience with Rosalind Biodefense - description: OpenAI announces the launch of its Rosalind Biodefense program leveraging - GPT-Rosalind to secure DNA synthesis and accelerate defensive countermeasures. - ai_summary: This announcement outlines the launch of OpenAI's 'Rosalind Biodefense' - program built around GPT-Rosalind, a frontier reasoning model designed for life - sciences. The system focuses on defensive capabilities such as early threat warning, - epidemiological modeling, DNA synthesis screening, and accelerating scientific - workflow. By partnering with organizations like SecureDNA and Fourth Eon Biosecurity, - OpenAI aims to establish biological containment and proactive defensive acceleration - protocols. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - AI - - Applied AI - - Biosecurity - - Inference Models - tags: - - '[EMERGING]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly regarded defensive biosecurity initiative leveraging - frontier AI capabilities in life sciences with rigorous safety and containment - protocols. - source_provenance: X.com (OpenAI) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352849.031585 - suggested_new_category: ai-biotech - addition_method: automatic -https://x.com/Microsoft/status/2059320501580034310: - title: Microsoft Developer Teaser for Build 2026 - description: Official social teaser ahead of Microsoft Build 2026 highlighting upcoming - system-level developer updates across Windows and partner ecosystems. - ai_summary: Microsoft's official social post teasing high-impact announcements ahead - of the sold-out Build 2026 conference in San Francisco. Highlighting developments - across Windows AI, partner ecosystems like NVIDIA, and Arm-based hardware, the - announcement frames the future direction of Microsoft's local and cloud developer - platforms. - language: en - resource_type: Social Media Post - complexity: Intermediate - hierarchy: - - Cloud Providers - - Microsoft Azure - - Developer Tools - - Build Conference - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 67d29e19a539af9f7e513e56417fdebd694863132cb7c546fbe68281a129e100 - reputation_status: Vetted - reputation_summary: Anticipated developer promotional updates highlighting Windows - AI and system integration developments ahead of Microsoft Build 2026. - source_provenance: X.com (Microsoft) - social_preview_url: '' - category: azure - status: online - last_checked: 1780352849.031604 - suggested_new_category: industry-news - addition_method: automatic -https://developers.googleblog.com/build-long-running-ai-agents-that-pause-resume-and-never-lose-context-with-adk: - title: Build Long-running AI agents that pause, resume, and never lose context with - ADK - description: Learn how to build production-grade, stateful AI agents using Google's - Agent Development Kit (ADK) to handle multi-day enterprise workflows. - ai_summary: 'This technical deep-dive introduces the architectural patterns required - to transition from stateless chatbots to production-grade, long-running AI agents - using Google''s Agent Development Kit (ADK). Key architectural concepts covered - include: - - * **Durable State Machines**: Managing multi-step asynchronous processes over - extended cycles. - - * **Persistent Session Storage**: Retaining complete execution state across service - recycles and idle timeouts. - - * **Event-Driven Webhooks**: Enabling agents to wake on external events and seamlessly - delegate sub-tasks within enterprise environments.' - language: en - resource_type: Guide - complexity: Advanced - hierarchy: - - AI - - AI Agents - - State Orchestration - - Agent Development Kit (ADK) - tags: - - '[GUIDE]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 3bd93adc62ee24fa759a5270d0df9c9c79d2c34641c37375cd0d6b295f96cab4 - reputation_status: Vetted - reputation_summary: Well-received architectural guide providing concrete patterns - for persistent state management in enterprise-grade agent workflows. - source_provenance: X.com (GoogleDevs) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352849.031614 - suggested_new_category: ai-agents-mcp - addition_method: automatic -https://news.microsoft.com/build-2026-live-blog: - title: Microsoft Build 2026 Live Blog - description: The central landing page and live blog for all engineering announcements, - developer keynotes, and product releases from Microsoft Build 2026. - ai_summary: A real-time technical tracker documenting platform updates and engineering - announcements from Microsoft Build 2026 in San Francisco. Coverage focuses on - Windows 11 system-level AI capabilities, copilot orchestration, and new developer - kits for Arm architecture. This resource serves as the foundational catalog for - Azure's evolving edge-to-cloud AI stack. - language: en - resource_type: Live Blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Microsoft Azure - - Ecosystem Announcements - - Build 2026 - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: The official documentation and real-time coverage feed for all - developer and enterprise announcements at Microsoft Build 2026. - source_provenance: X.com (Azure) - social_preview_url: '' - category: azure - status: online - last_checked: 1780352849.031624 - suggested_new_category: industry-news - addition_method: automatic -https://cursor.com/changelog/auto-review: - title: Cursor Auto-Review Run Mode - description: Cursor 3.6 introduces Auto-review to run agent workflows longer with - sandboxed execution, allowlists, and classifier subagents. - ai_summary: 'Cursor 3.6 introduces ''Auto-review Run Mode'' to mitigate developer - friction during long-running agent cycles without compromising system security. - The system processes shell, MCP, and fetch commands through a three-tiered decision - pipeline: matching allowlisted calls, executing sandboxed commands locally, and - routing complex calls through a classifier subagent. This approach ensures continuous - workspace modification with minimized manual approval interruptions.' - language: en - resource_type: Changelog - complexity: Advanced - hierarchy: - - Developer Tools - - AI Editors - - Agentic Workflows - - Security Sandboxing - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: b4f378cc6dfca8cc1e493071501407db99ee6a3a28ad3c6bd512880ea4b751c0 - reputation_status: Vetted - reputation_summary: Highly praised release introducing intelligent runtime orchestration - that manages shell, MCP, and fetch tools asynchronously and securely. - source_provenance: X.com (Cursor_AI) - social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/opengraph-changelog-may-29-2026.png - category: ai-agents-mcp - status: online - last_checked: 1780352849.031633 - suggested_new_category: ai-powered-ides - addition_method: automatic -https://github.com/humanlayer/12-factor-agents: - title: '12-Factor Agents: Patterns of reliable LLM applications' - description: A set of design principles and patterns for building reliable, production-ready, - and scalable LLM applications modeled on Heroku's 12-factor standards. - ai_summary: A highly curated architectural manifest detailing twelve software engineering - principles for building deterministic, production-grade LLM applications. The - guide emphasizes robust prompt and context ownership, unified execution state, - and standardizing human-in-the-loop interventions through tool calls. By framing - AI agents as stateless reducers in a state-machine topology, the principles ensure - enterprise reliability, scaling, and reproducible debugging. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - AI - - AI Agents - - Architectural Patterns - - 12-Factor Methodology - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - is_microservice: false - year: '2025' - stars: 4 - content_hash: 1e8b841bcae568d5459087f12f0e2ff29feb0e4a9a3ffe72fbeed654285b07b7 - reputation_status: Vetted - reputation_summary: Highly celebrated open-source project defining standard engineering - practices to transition AI applications to production reliability. - source_provenance: X.com (pvergadia) - social_preview_url: https://opengraph.githubassets.com/7b847656617b5f55932e9d0313f55df174264f9c562cd63c53454f3f44c8d4e4/humanlayer/12-factor-agents - category: ai-agents-mcp - status: online - last_checked: 1780352849.031641 - suggested_new_category: agentic-architectures - addition_method: automatic - gh_stars: 22915 - gh_pushed: '2025-09-21T14:37:40Z' - gh_license: NOASSERTION -https://priyankavergadia.substack.com/p/12-factor-agents-principles-for-building?r=65wvb: - title: '12-Factor Agents: Principles for Building Reliable LLM Applications' - description: A visual and technical analysis of the 12-Factor Agents methodology, - translating probabilistic runtime issues into deterministic microservice systems. - ai_summary: Written by Priyanka Vergadia, this guide provides a visual-first deep - dive into the 12-Factor Agents framework. By categorizing the 12 principles into - specific problem spaces, it details how developers can transition probabilistic - LLM tasks into predictable, durable, and production-ready enterprise applications. - language: en - resource_type: Guide - complexity: Intermediate - hierarchy: - - AI - - AI Agents - - Architectural Patterns - - Visual Systems Engineering - tags: - - '[GUIDE]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: An exceptional visual and technical translation of complex agentic - architecture concepts into structured, easily digestible diagrams. - source_provenance: X.com (pvergadia) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352849.031727 - suggested_new_category: visual-learning - addition_method: automatic -? https://github.blog/news-insights/policy-news-and-insights/how-researchers-are-using-github-innovation-graph-data-to-reveal-the-digital-complexity-of-nations -: title: How researchers are using GitHub Innovation Graph data to reveal the “digital - complexity” of nations - description: An interview showcasing how Open Source collaboration datasets can - accurately model and forecast national GDP, inequality, and industrial emission - trends. - ai_summary: This policy and empirical study details how researchers leverage the - GitHub Innovation Graph database to measure national 'digital complexity'. By - correlating geographic open-source activity with macro-economic metrics, the researchers - demonstrate a strong predictability index for GDP growth, wealth inequality, and - emissions. The methodology showcases the utility of software collaboration repositories - as real-time economic indicators. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - DevOps - - Version Control - - GitHub Metrics - - Economic Complexity - tags: - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: b4a6632232be995b5a3c88e139de492cbe337891b97a4d649b604e8b71b4b55f - reputation_status: Vetted - reputation_summary: An insightful exploration of global software collaboration data - modeled for macro-economic forecasting and policy development. - source_provenance: X.com (GitHub) - social_preview_url: https://github.blog/wp-content/uploads/2025/01/innovation_graph_1.png?fit=2400%2C1260 - category: digital-money - status: online - last_checked: 1780352849.031743 - suggested_new_category: open-source-analytics - addition_method: automatic -https://forum.openai.com/public/videos/event-replay-terence-tao-and-mark-chen-on-ai-and-mathematical-discovery-2026-03-11: - title: 'Event Replay: Terence Tao and Mark Chen on AI and Mathematical Discovery' - description: A foundational discussion on how AI reasoning models are integrated - into rigorous academic and mathematical scientific discoveries. - ai_summary: This forum event replay documents a dialogue between world-class mathematician - Terence Tao and OpenAI's VP of Research Mark Chen on the intersection of frontier - reasoning models and formal mathematics. The session demonstrates how system-guided - reasoning, hypothesis generation, and automated code generation are actively reshaping - the workflow of academic research and mathematical verification. - language: en - resource_type: Video - complexity: Advanced - hierarchy: - - AI - - Artificial Intelligence - - Advanced Reasoning - - Mathematical Discovery - tags: - - '[CASE STUDY]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 942deca2cf5874e4e426b2a94bca1b51da23aeba3d03249f9bb0d8c8ec948eb1 - reputation_status: Vetted - reputation_summary: A highly valued discussion illustrating the integration of advanced - LLM reasoning inside automated theorem proving and scientific discovery workflows. - source_provenance: X.com (OpenAI) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352849.031753 - suggested_new_category: ai-research-scientific - addition_method: automatic -? https://www.googlecloudpresscorner.com/2026-05-28-Workday-and-Google-Cloud-Expand-Strategic-Partnership-to-Bring-AI-Agents-for-HR-and-Finance-Into-Employees-Daily-Workflows&linkId=62100369 -: title: Workday and Google Cloud Expand Strategic Partnership to Bring AI Agents - for HR and Finance Into Employees' Daily Workflows - description: Google Cloud and Workday team up to deploy the stateful Workday Sana - agent inside Gemini Enterprise with zero-copy BigQuery storage integration. - ai_summary: Google Cloud and Workday expand their partnership to integrate the Workday - Sana self-service agent natively with Gemini Enterprise. Key technical highlights - include multi-agent orchestration directly inside workspace applications and zero-copy - access to unified HR and finance data between Workday Data Cloud and Google BigQuery. - language: en - resource_type: Press Release - complexity: Intermediate - hierarchy: - - Cloud Providers - - Google Cloud Platform - - Enterprise Integrations - - AI Agents - tags: - - '[ENTERPRISE-STABLE]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 99f3ee61efd4606d4a23dec4ae2d56424b08a4fdc483e8a22ab3e5d8802b1a51 - reputation_status: Vetted - reputation_summary: A major enterprise milestone showing multi-agent integration - at scale with zero-copy analytics bridging across multiple data clouds. - source_provenance: X.com (GoogleCloud) - social_preview_url: '' - category: uncategorized - status: online - last_checked: 1780352849.031833 - suggested_new_category: enterprise-ai - addition_method: automatic -https://blog.google/innovation-and-ai/technology/developers-tools/google-io-2026-collection: - title: 'Google I/O 2026: News and announcements' - description: Google's central announcements from I/O 2026, showcasing agent-first - AI development models. - ai_summary: An exhaustive collection of news and product releases from Google I/O - 2026, showcasing the shift towards the 'Agent-First' era. Key announcements include - the launch of Gemini Omni, Gemini 3.5 Flash, Gemini for Science, and Google Antigravity, - an agent-first application development platform. These updates represent a significant - progression from assist-based AI tools to proactive executing agents within cloud - ecosystems. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - AI - - Generative AI - - Agentic AI Frameworks - tags: - - EMERGING - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: c04182e56c2b13985097d054c03307a01c68497ac07634e3d52d6c3c32faae76 - reputation_status: Vetted - reputation_summary: Highly anticipated annual developer conference. The announcements - surrounding Gemini 3.5, Gemini Omni, and Google Antigravity have been met with - widespread community enthusiasm and deep discussion on tech-focused channels. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IOCollection_social.max-1440x810.png - category: ai-agents-mcp - status: online - last_checked: 1780352932.853199 - suggested_new_category: ai-platforms - addition_method: automatic -https://github.blog/news-insights/company-news/still-a-developer-just-outside-our-latest-github-shop-collection-is-here: - status: FILTERED - score: 25 - last_checked: 1780402331.9557 -https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-git-and-github-in-vs-code: - title: 'GitHub for Beginners: Getting started with Git and GitHub in VS Code' - description: Discover how to use VS Code to interact with GitHub and maintain your - projects. - ai_summary: This beginner-focused guide walks developers through local version control - setup using Visual Studio Code's native Git UI. It covers essential staging, committing, - and branching commands, as well as pushing repositories directly to GitHub. It - additionally highlights how the new GitHub MCP extension can be utilized to automate - repository interactions through VS Code Copilot. - language: en - resource_type: guide - complexity: beginner - hierarchy: - - Developer Tools - - Version Control - - IDE Integration - tags: - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 82 - content_hash: e984e489dc09dfc65ebd90e3c61428611b71234a3b0eac4dc02efec2d8ac12c9 - reputation_status: Vetted - reputation_summary: Highly trusted, officially curated developer skills guide widely - shared across development networks. - source_provenance: RSS Feed (The GitHub Blog) - social_preview_url: https://github.blog/wp-content/uploads/2026/05/GIT901_THUMB_GFB_A-1.png?fit=1280%2C720 - category: digital-money - status: online - last_checked: 1780402331.955719 - suggested_new_category: vs-code-tutorials - addition_method: automatic -? https://github.blog/ai-and-ml/github-copilot/github-recognized-as-a-leader-in-the-gartner-magic-quadrant-for-enterprise-ai-coding-agents-for-the-third-year-in-a-row -: title: GitHub recognized as a Leader in the Gartner Magic Quadrant for Enterprise - AI Coding Agents for the third year in a row - description: Gartner research evaluation results positioning GitHub as a leader - in enterprise AI coding agents. - ai_summary: Highlights GitHub's positioning as a market leader in the 2026 Gartner - Magic Quadrant for Enterprise AI Coding Agents. The report validates GitHub's - platform-wide agentic integration strategy, which spans IDEs, CLIs, pull requests, - and automated workflows, highlighting key technical advantages in multi-model - flexibility, enterprise governance, and robust developer security controls. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - AI - - Coding Agents - - Enterprise Standards - tags: - - ENTERPRISE-STABLE - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: f4bae37306a8e225de192ee68413e2b405d1657997d4c41b04bcaf0c30e9130d - reputation_status: Vetted - reputation_summary: Industry-standard recognition by Gartner, confirming GitHub - Copilot's dominance and leading execution capability in the enterprise AI agent - market. Welcomed as validation of multi-model and platform-wide agentic strategies. - source_provenance: RSS Feed (The GitHub Blog) - social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-mona-copilot-logo.png - category: ai-agents-mcp - status: online - last_checked: 1780352932.853237 - suggested_new_category: ai-coding-agents - addition_method: automatic -https://github.blog/open-source/building-githubs-next-chapter-in-accessibility: - title: Building GitHub's next chapter in accessibility - description: Explore our update on GitHub's accessibility strategy, and learn how - you can join us in building a culture of accessibility. - ai_summary: An analysis of GitHub's open-source accessibility roadmap, centering - on automated testing tooling and industry frameworks. Key architectural implementations - include an AI-powered accessibility scanner utilizing Deque's axe-core engine - for static DOM inspections, alongside a modular plugin framework designed to catch - reflow and color-contrast violations. The update also highlights the new GitHub - Enterprise Accessibility Advisory Panel (GAAP) to align platform features with - customer-driven accessibility standards. - language: en - resource_type: blog - complexity: intermediate - hierarchy: - - DevOps - - Compliance and Standards - - Automated Testing - tags: - - '[GUIDE]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 80 - content_hash: 820850a0849bf202e855b48da898b59c6370f680dc665cee04ddc5bfe6dbd4fa - reputation_status: Vetted - reputation_summary: Vetted corporate strategy update detailing engineering frameworks - and plugins supporting global accessibility standards. - source_provenance: RSS Feed (The GitHub Blog) - social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-mona-invertocat-logo.png?fit=1920%2C1080 - category: aws-devops - status: online - last_checked: 1780402331.955733 - suggested_new_category: accessibility-engineering - addition_method: automatic -https://github.blog/security/investigating-unauthorized-access-to-githubs-internal-repositories: - title: 'Investigation update: GitHub Enterprise Server signing key rotation' - description: Immediate-action security advisory requiring GitHub Enterprise Server - customers to rotate signing keys. - ai_summary: A critical security investigation update detailing GitHub's response - to an intrusion involving the exfiltration of approximately 3,800 internal repositories - via compromised VS Code extensions. It mandates immediate administrative action - for GitHub Enterprise Server (GHES) customers to rotate GPG public keys to enable - validation of subsequent official binary releases and cryptographic signing channels. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Security - - Incident Response - - Key Management - tags: - - ENTERPRISE-STABLE - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: 395f8124ea7562606efc9e355e623e016df3f60cefd2413c6527c682da423cfd - reputation_status: Vetted - reputation_summary: A critical security advisory that received intensive discussion - across the industry. Highly praised for transparency and rapid mitigation steps - (key rotations) despite the severity of the threat actor's compromise of internal - assets. - source_provenance: RSS Feed (The GitHub Blog) - social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-security-logo-blocks-github.png - category: devsecops - status: online - last_checked: 1780352932.853257 - suggested_new_category: security-advisories - addition_method: automatic -https://github.blog/news-insights/product-news/take-your-local-github-sessions-anywhere: - title: Take your local GitHub sessions anywhere - description: General availability of remote control and synchronization for GitHub - Copilot sessions across devices. - ai_summary: Announces the general availability of cross-device remote control sessions - for GitHub Copilot. This architectural enhancement allows developers to securely - synchronize active developer contexts and agentic execution states across CLI - terminals, VS Code, and GitHub Mobile, allowing seamless transitions and on-the-go - triage without resetting the agentic session history. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - AI - - Developer Experience - - Copilot Workflow Synchronization - tags: - - ENTERPRISE-STABLE - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 89684169b919e1318a37aa9eca2d457c1cc2903e40712e66567a2730f14b46a4 - reputation_status: Vetted - reputation_summary: The GA release of remote control for Copilot sessions has been - received enthusiastically by mobile-first developers and SREs, validating a seamless - transition of agent states across CLI, VS Code, and mobile devices. - source_provenance: RSS Feed (The GitHub Blog) - social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-github-copilot-logo-stripe.png - category: ai-agents-mcp - status: online - last_checked: 1780352932.853266 - suggested_new_category: ai-tools - addition_method: automatic -? https://github.blog/ai-and-ml/github-copilot/building-a-general-purpose-accessibility-agent-and-what-we-learned-in-the-process -: title: Building a general-purpose accessibility agent and what we learned in the - process - description: An engineering analysis of constructing general-purpose AI accessibility - agents on GitHub. - ai_summary: An architectural deep-dive into the development of an experimental general-purpose - AI accessibility agent. It outlines engineering lessons in constructing multi-agent - coordination flows, designing effective context windows, managing non-deterministic - outputs, and leveraging retrieval structures to automatically audit and triage - accessibility compliance issues in repositories. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - AI - - Agentic Workflows - - Accessibility Triage Agents - tags: - - EMERGING - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: ccc346084c5698bd09d20ff35d6aac17b18d1f7aaecc1d35b8835bf1184eeef8 - reputation_status: Vetted - reputation_summary: Highly regarded engineering write-up on agentic design patterns. - The community praises the article for its honest technical takeaways regarding - the challenges of using LLMs for deterministic accessibility compliance audits. - source_provenance: RSS Feed (The GitHub Blog) - social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-github-copilot-blocks-logo.png?fit=1920%2C1080 - category: ai-agents-mcp - status: online - last_checked: 1780352932.853276 - suggested_new_category: ai-agents - addition_method: automatic -https://github.blog/security/raising-the-bar-quality-shared-responsibility-and-the-future-of-githubs-bug-bounty-program: - title: 'Raising the bar: Quality, shared responsibility, and the future of GitHub''s - bug bounty program' - description: Updates to security submission criteria and boundaries within GitHub's - official bug bounty program. - ai_summary: Documents systemic updates to GitHub's bug bounty program designed to - address the influx of low-impact, AI-generated vulnerability submissions. The - updated policy enforces stricter criteria requiring validated proofs-of-concept - (PoC), clarifies the security boundaries of shared platform responsibility, and - refines the compensation structure for low-risk findings to ensure optimal engineering - focus. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Vulnerability Management - - Application Security - tags: - - ENTERPRISE-STABLE - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 30e4222268585f78c9b46ae26d309ec8a0339240efdd96bf4dfcb25b4cf0b246 - reputation_status: Vetted - reputation_summary: Widely discussed in the security research community. The update - to bug bounty standards is viewed as a necessary filter to combat low-quality - AI-generated vulnerability reports, establishing a mature standard for shared - responsibility. - source_provenance: RSS Feed (The GitHub Blog) - social_preview_url: https://github.blog/wp-content/uploads/2021/06/GitHub-Bug-Bounty.png?fit=1498%2C826 - category: devsecops - status: online - last_checked: 1780352932.853287 - suggested_new_category: security-programs - addition_method: automatic -? https://netflixtechblog.com/high-throughput-graph-abstraction-at-netflix-part-i-e88063e6f6d5?source=rss----2615bd06b42e---4 -: title: 'High-Throughput Graph Abstraction at Netflix: Part I' - description: A deep dive into Netflix's scalable OLTP Graph Abstraction layer handling - 10 million operations per second. - ai_summary: Part one of an in-depth architectural series detailing Netflix's high-throughput, - OLTP-focused Graph Abstraction. Capable of executing 10 million operations per - second over 650 TB of strongly typed graph datasets, the system prevents wide-row - issues in Cassandra by separating edge links from property indexes, utilizing - a custom property graph model layered over existing Key-Value and TimeSeries abstraction - layers. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Distributed Systems - - Graph Databases - - OLTP Architecture - tags: - - DE FACTO STANDARD - - CASE STUDY - is_microservice: true - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly acclaimed technical architecture post. Enthusiastically - received on Hacker News and Reddit for its brilliant, high-depth breakdown of - scaling property graph models over distributed Key-Value, Time-Series, and cache - stores. - source_provenance: RSS Feed (Netflix TechBlog - Medium) - social_preview_url: '' - category: aws-databases - status: online - last_checked: 1780352932.853387 - suggested_new_category: graph-databases - addition_method: automatic -https://blog.google/innovation-and-ai/technology/ai/io-2026-dialogues-recap: - title: 'Google I/O 2026: Highlights from the Dialogues stage' - description: A recap of the 2026 I/O Dialogues, where leaders discuss the future - of AI, quantum computing, robotics and creativity. - ai_summary: '* **Curator Insight**: Key technical sessions at Google I/O 2026 focused - on multi-agent collaboration, state-of-the-art robotics simulation pipelines, - and scalable quantum topologies. - - * **Live Grounding**: Developer feedback indicates that these panels provide critical - foresight into Google''s long-term infrastructure roadmap for distributing complex - orchestration layers.' - language: en - resource_type: blog_post - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Conferences - - Google I/O 2026 - - Dialogues Recap - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: a9f5a634110b8b999b3513960d6b67998563b23caeb5feab24815e430dee6b71 - reputation_status: Vetted - reputation_summary: Highly vetted official Google announcement detailing strategic - future outlook from Google I/O 2026 panels [1.1.1]. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IO26_Dialogues_3z680sK.max-1440x810.jpg - category: ai-agents-mcp - status: online - last_checked: 1780352942.83365 - suggested_new_category: '' - addition_method: automatic -https://blog.google/innovation-and-ai/infrastructure-and-cloud/global-network/missouri-programs: - title: Google announces new community investments in Missouri - description: We’re helping build the state’s next-generation workforce and investing - in energy programs. - ai_summary: '* **Curator Insight**: Google''s investment strategy in Missouri underscores - the growing interdependence between ultra-scale data centers, clean grid energy - initiatives, and local workforce preparedness. - - * **Live Grounding**: Industry analysts note that securing regional power infrastructures - is becoming a primary bottleneck for hyper-scale cloud deployments supporting - next-generation machine learning workloads.' - language: en - resource_type: blog_post - complexity: intermediate - hierarchy: - - Infrastructure - - Public Cloud - - Data Centers - - Regional Expansion - tags: - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: 16f69576d03fece8c04788aa1031698a43c183e1d14b74145577423d7325f986 - reputation_status: Vetted - reputation_summary: Official Google regional infrastructure announcement with positive - utility alignment. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MissouriSocial.max-1440x810.png - category: uncategorized - status: online - last_checked: 1780352942.833678 - suggested_new_category: sustainability-and-infrastructure - addition_method: automatic -https://blog.google/innovation-and-ai/technology/ai/google-io-2026-all-our-announcements: - title: 100 things we announced at Google I/O 2026 - description: We've been busy! Here’s a rundown of the top announcements, launches - and demos at I/O 2026. - ai_summary: '* **Curator Insight**: This central compendium catalogs Google''s strategic - shift from isolated text models to unified, action-oriented agent frameworks like - Gemini Spark and Antigravity 2.0. - - * **Live Grounding**: Enterprise engineering evaluations confirm that the unified - API footprint simplifies the deployment of context-aware background agents across - complex corporate ecosystems.' - language: en - resource_type: blog_post - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Conferences - - Google I/O 2026 - - Announcements - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: ae9e68ea59e36d34b9133057ab9d13d4f9f33fcda2a35f4dbd852be91b326a53 - reputation_status: Vetted - reputation_summary: Official high-trust Google central index for I/O 2026 releases. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/100_things_Social.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780352942.833688 - suggested_new_category: '' - addition_method: automatic -https://blog.google/innovation-and-ai/models-and-research/google-research/google-beam-group-meetings: - title: A new experiment brings better group meetings to Google Beam - description: Using HP Dimension’s immersive display, Google Beam renders participants - joining from non-Beam devices in their true size. - ai_summary: '* **Curator Insight**: Leveraging true-to-life volumetric AI rendering, - HP Dimension displays, and hardware-accelerated spatial audio, the platform establishes - natural eye contact and spatial proximity. - - * **Live Grounding**: Early pilots demonstrate that Beam mitigates hybrid communication - fatigue by accurately mapping spatial sound and non-verbal cues directly to local - physical seating arrangements.' - language: en - resource_type: blog_post - complexity: advanced - hierarchy: - - Artificial Intelligence - - Immersive Technology - - Spatial Computing - - Google Beam - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: d00a8d06dfdf3e54c65d06f590250b2c424f135d194e7e016a9d9de117624396 - reputation_status: Vetted - reputation_summary: Vetted collaborative hardware/software project with HP Dimension, - showing high market expectations. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/BeamHero_IO_2026.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780352942.833697 - suggested_new_category: collaboration-tools - addition_method: automatic -https://blog.google/products-and-platforms/products/search/ai-mode-us-insights: - title: How AI Mode is changing and expanding the way people search - description: One year after launch, see how AI Mode’s users are shifting from keywords - to natural language queries. - ai_summary: '* **Curator Insight**: One year post-deployment, Google''s ''AI Mode'' - transition illustrates a major architectural pivot towards intent-based, long-context - reasoning instead of literal keyphrase mapping. - - * **Live Grounding**: Real-world search logs demonstrate that conversational interfaces - encourage multi-step structured queries, forcing search engines to integrate real-time - multi-source reasoning trees.' - language: en - resource_type: blog_post - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Search Engines - - Natural Language Processing - - AI Search - tags: - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: efffdba81128330eb693dae6e43814981e571650e5f75f35993efb70a2ce8216 - reputation_status: Vetted - reputation_summary: First-party analytics showing behavioral shift trends with positive - academic and industrial acknowledgment. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI_Mode_US.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780352942.833705 - suggested_new_category: search-technologies - addition_method: automatic -https://blog.google/products-and-platforms/products/workspace/workspace-updates: - title: New ways to create and get stuff done in Google Workspace - description: Announcing new voice capabilities in Gmail, Docs and Keep, a new design - tool called Google Pics and updates to AI Inbox. - ai_summary: '* **Curator Insight**: The introduction of Google Pics and the ''Live'' - voice capabilities across Docs and Gmail signals a major step toward deeply integrated, - cross-app agentic micro-actions. - - * **Live Grounding**: Developer feedback highlights the utility of the collaborative - Canvas canvas model, allowing simultaneous human and agentic edits on vector graphics - directly within enterprise workspaces.' - language: en - resource_type: blog_post - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Collaboration Tools - - Google Workspace - - Agentic Workflows - tags: - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 0e1c7b2f0e23c89771b76e10fb3bb8f0ab156b0b4c6bc5b221359fe5645979da - reputation_status: Vetted - reputation_summary: Highly anticipated release of Google Pics and Live collaboration - capabilities with positive tester reception. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleWorkspace-IO.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780352942.833713 - suggested_new_category: collaborative-ai - addition_method: automatic -https://blog.google/innovation-and-ai/sundar-pichai-io-2026: - title: 'Google I/O 2026: Sundar Pichai''s opening keynote' - description: 'The latest from Google I/O: See how we’re helping you get more done - with Gemini.' - ai_summary: '* **Curator Insight**: Sundar Pichai’s address formalizes Google''s - transition to the ''Agentic Gemini Era'', prioritizing ultra-fast inference loops, - context-preserving state management, and autonomous background execution. - - * **Live Grounding**: Tech community consensus reflects that this keynote cements - the sunsetting of basic conversational chatbots in favor of persistent, goal-oriented - agent networks.' - language: en - resource_type: blog_post - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Keynote - - Google I/O 2026 - - Agentic Era - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: e44d4a3a8535988a7f3c05af36303c928ed2790a4f333f61d5f197caae123028 - reputation_status: Vetted - reputation_summary: Highly vetted keynote address defining the industry's strategic - pivot to the 'agentic era'. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/SundarKeynote_tempsocial.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780352942.833721 - suggested_new_category: '' - addition_method: automatic -https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5: - title: 'Gemini 3.5: frontier intelligence with action' - description: At Google I/O we released Gemini 3.5, our latest series of models combining - frontier intelligence with action. - ai_summary: '* **Curator Insight**: The introduction of Gemini 3.5, particularly - the Flash variant, optimizes the operational parameters of latency-sensitive loops - and intensive programming engines. - - * **Live Grounding**: Grounded benchmarks demonstrate that the model''s token-efficient - execution and long-horizon planning make it the de facto runtime for agentic frameworks - such as Antigravity 2.0.' - language: en - resource_type: blog_post - complexity: advanced - hierarchy: - - Artificial Intelligence - - Large Language Models - - Gemini 3.5 - - Agentic Systems - tags: - - DE FACTO STANDARD - is_microservice: false - year: '2026' - stars: 4 - content_hash: e4e81e037554251b0fd86014e97ffe8a06c2bed410ef9f9acc33225ad1d8562e - reputation_status: Vetted - reputation_summary: Highly benchmarked, industry-leading frontier model launch with - stellar developer evaluations. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3-5__keywordstatement__metacard__light.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780352942.833729 - suggested_new_category: '' - addition_method: automatic -https://blog.google/products-and-platforms/products/search/search-io-2026: - title: 'Google Search''s I/O 2026 updates: AI agents and more' - description: We shared the next step in our journey to bring together the best of - a search engine with the best of AI. - ai_summary: '* **Curator Insight**: Deploying multi-stage AI search agents transforms - static content index retrieval into an active planning and programmatic execution - workflow. - - * **Live Grounding**: User telemetry confirms that the engine''s capability to - output customized layouts with interactive trackers, simulators, and checklists - drastically improves complex research times.' - language: en - resource_type: blog_post - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Search Engines - - AI Search - - Agentic Retrieval - tags: - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 62fcd1f6b728f8c868dc36b8fa9646ea451e49cab5be29217dfde1a9e7b1cf4f - reputation_status: Vetted - reputation_summary: Highly trusted official launch documenting search capability - shift. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Search_AI_and_search_engine_v46_16x9_1.width-1300.jpg - category: ai-agents-mcp - status: online - last_checked: 1780352942.833738 - suggested_new_category: search-agents - addition_method: automatic -https://blog.google/products-and-platforms/products/google-one/google-ai-subscriptions: - title: Google AI subscription updates from Google I/O 2026 - description: Introducing a $100 AI Ultra plan — plus, new features and benefits - for Google AI Plus, Pro and Ultra subscribers. - ai_summary: '* **Curator Insight**: Introducing the $100/month AI Ultra tier introduces - a structured economic model designed specifically to accommodate the heavy token - usage of advanced developers. - - * **Live Grounding**: Financial and architectural analysis indicates that transitioning - from hard prompt caps to a compute-allocated token metering model provides a highly - predictable Cost of Goods Sold (COGS) for building on frontier models.' - language: en - resource_type: blog_post - complexity: intermediate - hierarchy: - - Artificial Intelligence - - Subscriptions - - FinOps - - Developer Economics - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: a8ed7013897ebdf7818a9f8fe7460ca4af1e9e0f492452e529b36bd7e205062f - reputation_status: Vetted - reputation_summary: Highly discussed economic restructuring introducing compute-based - token pricing with strong validation. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/I_O_Subs_social_share_image_1.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780352942.833746 - suggested_new_category: finops - addition_method: automatic -https://openai.com/academy/codex-for-work/how-data-science-teams-use-codex: - title: How data science teams use Codex - description: A guide illustrating how analytics and data science teams use Codex - for dashboard specs and KPI root-cause analysis. - ai_summary: 'Curator Insight: This publication highlights a pivot for OpenAI''s - Codex, moving it beyond pure autocomplete code-generation toward orchestrating - complex, end-to-end data analytics and business context pipelines. - - - Live Grounding: Industry evaluations demonstrate that data engineering and operations - teams use Codex to process unstructured work tracker and dashboard inputs directly, - automating the generation of executive-ready KPI memos and diagnostic specifications.' - language: en - resource_type: guide - complexity: intermediate - hierarchy: - - AI and Machine Learning > AI Agents > Data Science Automation - tags: - - '[EMERGING]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: The community recognizes this guide as part of OpenAI's strategic - push to reposition Codex as a generalized enterprise workforce agent, transforming - traditional workflows from manual coding to higher-level automation. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352953.156064 - suggested_new_category: '' - addition_method: automatic -https://openai.com/academy/codex-for-work/how-sales-teams-use-codex: - title: How sales teams use Codex - description: An operational framework on leveraging Codex to synthesize customer - conversations and CRM signals into pipeline briefs. - ai_summary: 'Curator Insight: This framework outlines the integration of LLMs within - unstructured enterprise data streams, transitioning sales enablement from static - spreadsheets to dynamic agentic execution. - - - Live Grounding: Community testing confirms that utilizing Codex''s plugins and - customized skills enables the rapid synthesis of multi-source inputs—such as call - transcripts and CRM entries—into structured pipeline prioritization briefs.' - language: en - resource_type: guide - complexity: intermediate - hierarchy: - - AI and Machine Learning > AI Agents > Workflow Automation - tags: - - '[EMERGING]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Evaluated as highly applicable for business enablement. Users - highlight the necessity of implementing strict human-in-the-loop checkpoints to - verify inference-derived outputs. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352953.156082 - suggested_new_category: '' - addition_method: automatic -https://openai.com/academy/codex-for-work/how-business-operations-teams-use-codex: - title: How business operations teams use Codex - description: A guide showing how operations teams use Codex to build strategic updates - and tradeoff decision models. - ai_summary: 'Curator Insight: This piece presents the operational transition toward - proactive LLM workflows, showing how agents can interact with local files to manage - cross-functional projects. - - - Live Grounding: Operations engineers leverage Codex''s ability to ingest messy - trackers and stakeholder notes, converting fragmented communications into formalized - off-track briefs and resource trade-off plans.' - language: en - resource_type: guide - complexity: intermediate - hierarchy: - - AI and Machine Learning > AI Agents > Operations Automation - tags: - - '[EMERGING]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: The guide has been welcomed as an early blueprint for operations - professionals looking to implement directory-monitoring autonomous pipelines. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352953.156091 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/databricks: - title: Databricks brings GPT-5.5 to enterprise agent workflows - OpenAI - description: Announcement of the integration of GPT-5.5 into Databricks lakehouses, - setting SOTA records on OfficeQA Pro. - ai_summary: 'Curator Insight: Merging GPT-5.5''s reasoning capabilities with Databricks'' - structured lakehouse repositories forms a highly resilient architecture for secure - enterprise AI operations. - - - Live Grounding: Evaluation metrics on the OfficeQA Pro benchmark indicate that - this pairing is the first to cross the 50% accuracy threshold when parsing complex - enterprise documentation, contracts, and old reports directly from distributed - data systems.' - language: en - resource_type: article - complexity: advanced - hierarchy: - - AI and Machine Learning > Enterprise LLMs > Agent Integration - tags: - - '[DE FACTO STANDARD]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Widely cited across technical newsletters as a critical enterprise - partnership. The integration showcases a significant step forward in secure, private - data retrieval backed by state-of-the-art models. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352953.156101 - suggested_new_category: lakehouse-ai - addition_method: automatic -https://openai.com/index/personal-finance-chatgpt: - title: A new personal finance experience in ChatGPT - description: A preview announcement of ChatGPT's Plaid-powered bank account integration - for real-time financial insights. - ai_summary: 'Curator Insight: Integrating banking APIs with conversational LLMs - introduces a novel paradigm of context-aware financial planning, shifting attention - away from traditional search directories. - - - Live Grounding: The implementation leverages Plaid to secure read-only access - across over 12,000 financial institutions, enabling real-time categorization of - expenses and portfolios, though users must carefully manage the inherent third-party - connection vectors.' - language: en - resource_type: article - complexity: intermediate - hierarchy: - - AI and Machine Learning > Consumer Agents > Financial Technology - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: While the technical utility is heavily praised, the community - (Reddit r/financialindependence) retains strong privacy and data-sovereignty concerns - regarding the Plaid integration with a public cloud model. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352953.15611 - suggested_new_category: '' - addition_method: automatic -https://blog.google/innovation-and-ai/technology/ai/io-2026-google-ai: - title: How we used Gemini to build Google I/O 2026 - description: Google explains how its marketing and engineering teams utilized Gemini - models to produce assets for Google I/O 2026. - ai_summary: 'Curator Insight: Google''s internal campaign serves as an industrial - case study for embedding multimodal tools directly into creative asset-generation - pipelines. - - - Live Grounding: By combining Google AI Studio, Gemini Omni, and experimental DeepMind - models, the team accelerated video and animation production—such as the ''Timmy - TPU'' film—reducing routine turnaround times.' - language: en - resource_type: case-study - complexity: intermediate - hierarchy: - - AI and Machine Learning > Creative AI > Generative Production - tags: - - '[CASE STUDY]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 028b114291242631945296eb2f4e48f082b72890d170aab73a0879c92ea84453 - reputation_status: Vetted - reputation_summary: Recognized as a practical showcase of Google's creative AI toolchain - in production-scale marketing campaigns. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI_IO_social.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780352953.156119 - suggested_new_category: creative-ai - addition_method: automatic -https://blog.google/innovation-and-ai/technology/ai/io-2026-vibe-coded-quiz: - title: Take our I/O 2026 quiz, vibe coded in Google AI Studio - description: An interactive web quiz built in Google AI Studio demonstrating prompt-based - software prototyping. - ai_summary: 'Curator Insight: This demonstration exemplifies the ''vibe coding'' - trend, shifting software creation from semantic syntax coding to iterative, natural-language - dialogs with LLMs. - - - Live Grounding: Built by a non-technical editor, the interactive application showcases - Google AI Studio''s Antigravity coding agent, allowing rapid prototyping and direct - deployment of simple web elements through prompt engineering.' - language: en - resource_type: demo - complexity: beginner - hierarchy: - - Software Development > No-Code > Vibe Coding - tags: - - '[COMMUNITY-TOOL]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: ad2bcef41b342c230c03967e525d39099c60317653e1392e1b169264b64c9295 - reputation_status: Vetted - reputation_summary: Cited across developer blogs as a demonstration of natural-language - application prototyping, popularizing the term 'vibe coding'. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IOQuiz2026_social.max-1440x810.png - category: demos - status: online - last_checked: 1780352953.156158 - suggested_new_category: no-code-development - addition_method: automatic -https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni-3-5-videos: - title: Watch 9 Google videos of Gemini Omni and Gemini 3.5 Flash - description: A collection of nine demonstration videos showcasing the latency and - multimodal capabilities of Gemini Omni and Gemini 3.5 Flash. - ai_summary: 'Curator Insight: These benchmark videos establish reference performance - capabilities for Google''s latest multimodal models in complex real-time environments. - - - Live Grounding: The 9 distinct demos present low-latency, real-world execution - of Gemini Omni and 3.5 Flash, emphasizing rapid voice-to-video reasoning, contextual - search, and high-density API call efficiency.' - language: en - resource_type: demo - complexity: intermediate - hierarchy: - - AI and Machine Learning > Multimodal Models > Gemini Ecosystem - tags: - - '[EMERGING]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: aaff001f97c5a5ae868157be3d15f7afc41f423cc2bffcf4cd937102741a5d32 - reputation_status: Vetted - reputation_summary: Demos are highly praised in tech circles for highlighting rapid, - low-latency multimodal reasoning over complex user interactions. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Gemini_Omni_and_Gemini_3.5_herosocial.width-1300.png - category: demos - status: online - last_checked: 1780352953.156173 - suggested_new_category: multimodal-ai - addition_method: automatic -https://blog.google/innovation-and-ai/technology/ai/university-waterloo-labs: - title: Students prototype learning tools with AI at University of Waterloo - description: An educational showcase of students building AI-driven prototypes like - sign language tutors at the University of Waterloo. - ai_summary: 'Curator Insight: This academic collaboration highlights how early-stage - engineers can leverage standardized, cloud-hosted API models to tackle accessibility - and learning barriers. - - - Live Grounding: Students at the Waterloo Futures Lab developed physical and software - prototypes, including interactive sign language interpreters, illustrating how - public LLM accessibility accelerates social impact engineering.' - language: en - resource_type: case-study - complexity: beginner - hierarchy: - - AI and Machine Learning > Education Technology > Prototypes - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: a105a1f7c9c14526983703a7b18f90dbad5660c4889a440a2a0e42f464e69df3 - reputation_status: Vetted - reputation_summary: The initiative has been positively reviewed by academic and - community-led AI organizations as a model for university-industry collaborative - research. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FutureLabs_social.max-1440x810.png - category: elearning - status: online - last_checked: 1780352953.15619 - suggested_new_category: academic-collaborations - addition_method: automatic -https://blog.google/innovation-and-ai/technology/ai/io-2026-keynote-moment-videos: - title: Catch up on 12 major I/O 2026 moments - description: A curated collection of Google I/O 2026 keynote moments, highlighting - Gemini Omni and Gemini 3.5 Flash. - ai_summary: 'Curator Insight: This video index serves as an essential summary of - Google''s major infrastructure and platform updates for developers tracking 2026 - architectural trends. - - - Live Grounding: The 12 segments cover core product releases—including Gemini Spark - agents and Gemini 3.5 Flash—providing high-density, accessible references to support - cloud platform strategic decisions.' - language: en - resource_type: video - complexity: intermediate - hierarchy: - - AI and Machine Learning > Enterprise AI > Keynote Summaries - tags: - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 66fbb063325e7683369ba06e783ffec2656a74ff2e5d598456bb16763193990d - reputation_status: Vetted - reputation_summary: Widely indexed by architects and tech analysts for summarizing - key platform updates and infrastructure milestones. - source_provenance: RSS Feed (AI) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/KW_KNH_SS.width-1300.png - category: demos - status: online - last_checked: 1780352953.156212 - suggested_new_category: keynote-summaries - addition_method: automatic -https://openai.com/index/election-safeguards-2026: - title: Election information and safeguards in 2026 - description: Ahead of global elections, we're helping people access information, - supporting cyber defenders, and increasing AI transparency. - ai_summary: 'This document outlines OpenAI''s technical and operational roadmap - for safeguarding global democratic processes in 2026. The strategy prioritizes - the integration of C2PA digital provenance standards to trace AI content, partnerships - with cybersecurity agencies to protect voting infrastructure, and targeted bias - auditing to preserve neutral model behavior. - - - Key pillars include: - - - Enhancing real-time content watermarking and digital signature mechanisms. - - - Deploying active threat intelligence pipelines to identify and disrupt state-sponsored - influence networks. - - - Enforcing strict API and product usage guidelines to block coordinated interactive - manipulation.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - AI Governance - - Safety and Trust - - Election Safeguards - tags: - - ENTERPRISE-STABLE - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly vetted official initiative with positive feedback from - cybersecurity and policy communities regarding the proactive integration of provenance - standards to mitigate generative AI election abuse. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483003 - suggested_new_category: ai-safety - addition_method: automatic -https://openai.com/index/grupo-folha-grupo-uol-partnership: - title: OpenAI, Grupo Folha, and Grupo UOL announce strategic content partnership - description: OpenAI partners with Grupo Folha and Grupo UOL to bring trusted Brazilian - journalism to ChatGPT, expanding access to news with attribution and transparency. - ai_summary: 'This strategic announcement details a licensing partnership integrating - live, high-fidelity Brazilian journalism from Grupo Folha and Grupo UOL directly - into ChatGPT''s retrieval pipelines. By bypassing standard web scrapers in favor - of direct publisher data feeds, the architecture guarantees reliable, localized - Portuguese news retrieval. - - - Key architectural benefits: - - - Low-latency indexing of licensed editorial feeds. - - - Structured programmatic attribution and high-visibility click-through source - links. - - - Reduced model hallucination rates on regional real-time queries.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Information Retrieval - - Content Pipelines - - API Licensing - tags: - - CASE STUDY - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Strategic content licensing deal widely discussed on tech blogs - as an indicator of real-time search engine shift towards direct, high-value publisher - partnerships. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483018 - suggested_new_category: ai-content-licensing - addition_method: automatic -https://openai.com/index/virgin-atlantic: - title: How Virgin Atlantic ships faster with Codex - description: How Virgin Atlantic used Codex to ship its revamped mobile app on a - fixed holiday travel deadline, reaching near-total unit test coverage and zero - P1 defects. - ai_summary: 'This enterprise case study demonstrates the technical integration of - OpenAI Codex within Virgin Atlantic''s software delivery pipeline to reconstruct - their consumer-facing mobile application under a rigid shipping timeline. By utilizing - Codex for automated unit-test generation and legacy code translation, the engineering - team achieved near-total unit test coverage. - - - Key engineering highlights: - - - Transitioned development from boilerplate drafting to agentic oversight. - - - Reached comprehensive test coverage without delaying critical release windows. - - - Recorded zero P1 defects post-deployment due to automated, continuous integration - evaluations.' - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI Coding Assistants - - Software Delivery Optimization - - Test Automation - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly praised developer case study showing substantial ROI - on using generative AI code helpers inside strict, time-sensitive commercial aviation - software pipelines. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483027 - suggested_new_category: ai-driven-engineering - addition_method: automatic -https://openai.com/index/gartner-2026-agentic-coding-leader: - title: OpenAI named a Leader in enterprise coding agents by Gartner - description: OpenAI is named a leader in the 2026 Gartner Magic Quadrant for Enterprise - AI Coding Agents, with Codex recognized for innovation and enterprise-scale deployment. - ai_summary: 'This announcement details OpenAI''s leadership positioning in Gartner''s - 2026 evaluation of enterprise coding agents. Driven by Codex and GPT-5.5, the - platform is recognized for delivering robust codebase reasoning, sandboxed execution - environments, and deep tool integrations that scale from local developer environments - to centralized CI/CD pipelines. - - - Core strengths highlighted: - - - Production-grade enterprise security, including fine-grained RBAC and auditable - workspaces. - - - Multi-agent orchestrators capable of self-healing and automated test execution. - - - Low-latency, high-throughput context windows optimized for massive repositories.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - AI Coding Assistants - - Gartner Evaluations - - Enterprise AI Strategy - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Heavily cited industry milestone confirming Codex's maturity - and dominance in enterprise development, generating high trust among global technology - leaders. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483036 - suggested_new_category: ai-driven-engineering - addition_method: automatic -https://openai.com/index/adventhealth: - title: AdventHealth advances whole-person care with OpenAI - description: AdventHealth advances whole-person care with OpenAI, leveraging secure - workspace environments and HIPAA-compliant healthcare applications. - ai_summary: 'This case study details AdventHealth''s adoption of ''ChatGPT for Healthcare'', - utilizing a secure, HIPAA-compliant workspace to optimize clinical workflows. - The integration automates the drafting of post-discharge summaries and parses - disconnected medical records, drastically reducing administrative burden without - sacrificing clinical accuracy. - - - Technical focus areas: - - - Zero-data-retention APIs and secure BAA execution. - - - Synthesizing unstructured EHR records into high-density clinical summaries. - - - Mitigating medical administrative burnout through agent-assisted documentation - pipelines.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - AI in Healthcare - - EHR Integration - - Compliance and HIPAA - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Acclaimed case study highlighting a secure, HIPAA-compliant - adoption pathway for generative AI in complex and heavily regulated hospital networks. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483044 - suggested_new_category: ai-healthcare - addition_method: automatic -https://openai.com/index/ramp: - title: How Ramp engineers accelerate code review with Codex - description: How Ramp engineers use Codex with GPT-5.5 to review code and ship improvements, - allowing them to get substantive feedback in minutes instead of hours. - ai_summary: 'This article analyzes the technical deployment of OpenAI Codex with - GPT-5.5 at fintech leader Ramp to scale internal code review operations. By automating - semantic syntax evaluation, pattern checking, and vulnerability assessments, the - pipeline yields high-fidelity architectural feedback in minutes. - - - Key process innovations: - - - Reduced code-to-merge latencies through agentic automated PR reviews. - - - Context-aware code validation matching proprietary architectural standards. - - - High-velocity shipping loops enabled by continuous automated debugging recommendations.' - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Artificial Intelligence - - AI Coding Assistants - - Automated Code Review - - Fintech CI/CD Pipelines - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Vigorously discussed across fintech and dev channels, demonstrating - a practical implementation of GPT-5.5 inside continuous delivery code pipelines. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483053 - suggested_new_category: ai-driven-engineering - addition_method: automatic -https://openai.com/index/the-next-phase-of-education-for-countries: - title: The next phase of OpenAI's Education for Countries - description: At the Education World Forum in London, OpenAI shares early learnings - from Education for Countries and welcomes Singapore to the program. - ai_summary: 'This programmatic update outlines the transition of the ''OpenAI for - Countries'' model from general access to highly structured educational frameworks. - Partnering with sovereign nations, the project introduces dedicated configurations - like ''ChatGPT for Teachers'' and community college training resources. - - - Structural frameworks include: - - - Co-designing teacher-led classroom assets to cultivate safe AI integration. - - - Launching the ''OpenAI Luminaries'' program for global educational curriculum - exchange. - - - Supporting evidence-based deployments monitored by research teams to optimize - learning outcomes.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - AI in Education - - Sovereign AI Adoption - - Public Sector Frameworks - tags: - - GUIDE - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Well-received public sector overview showcasing structural AI - education deployments rather than generic consumer app-access programs. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483061 - suggested_new_category: ai-education - addition_method: automatic -https://openai.com/index/introducing-openai-for-singapore: - title: Introducing OpenAI for Singapore - description: Today at the ATx Summit in Singapore, we're launching OpenAI for Singapore, - a partnership with the Ministry of Digital Development and Information (MDDI) - to support Singapore's National AI strategy. - ai_summary: 'This document covers OpenAI''s strategic partnership with the Singapore - Ministry of Digital Development and Information (MDDI) to reinforce its National - AI Strategy. The framework supports regional language model customization, launches - a regional Singaporean chapter of the OpenAI Academy, and places Forward Deployed - Engineers on-site. - - - Core technical aims: - - - Optimizing localized models to perform natively in Southeast Asian languages. - - - Deploying agentic student and teacher assistant tools in collaborative public - school programs. - - - Fostering local ecosystem engineering capacity directly connected to OpenAI - research platforms.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Sovereign AI Strategy - - Sovereign Language Modeling - - Public Infrastructure - tags: - - ENTERPRISE-STABLE - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly cited milestone validating Singapore's commitment to - National AI Strategy 2.0 with targeted OpenAI support. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483069 - suggested_new_category: sovereign-ai - addition_method: automatic -https://openai.com/index/dell-codex-enterprise-partnership: - title: OpenAI and Dell Technologies partner to bring Codex to hybrid and on-premises - enterprise environments - description: OpenAI and Dell Technologies are collaborating to help more enterprises - deploy Codex in the environments where their most important data, systems, and - workflows already live. - ai_summary: 'This enterprise release highlights the integration of OpenAI Codex - with the Dell AI Data Platform and the Dell AI Factory. The architecture provides - a secure deployment bridge, allowing complex coding agents to operate locally - on hybrid or on-premises server infrastructure where legacy databases reside. - - - Strategic technical benefits: - - - Direct mitigation of enterprise data transit, compliance, and regulatory issues. - - - Deep contextual model training against on-premises codebases and documentation. - - - Low-latency, secure enterprise agent deployment with built-in access controls.' - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Artificial Intelligence - - Hybrid Enterprise Architecture - - Dell AI Data Platform Integration - - On-Premises Codex Deployment - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Major enterprise landmark widely celebrated for overcoming on-premises - compliance blockers for generative AI coding tools. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483078 - suggested_new_category: hybrid-ai-architecture - addition_method: automatic -https://openai.com/index/malta-chatgpt-plus-partnership: - title: OpenAI and Malta partner to bring ChatGPT Plus to all citizens - description: OpenAI and Malta partner to bring ChatGPT Plus to all citizens, introducing - structured education pathways and national utility licensing. - ai_summary: 'This press release describes OpenAI''s partnership with the Government - of Malta to provide ChatGPT Plus as a public utility to all citizens. This deployment - is coupled with a structured AI literacy program designed by the University of - Malta to teach citizens safe, practical, and highly effective daily generative - AI use cases. - - - Key systemic structures: - - - Nation-wide distribution managed through the Malta Digital Innovation Authority. - - - Mandated educational course pre-requisite to cultivate safe prompting practices. - - - Scalable national training infrastructure aligning citizen capability with high-grade - AI tools.' - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Sovereign AI Deployment - - National AI Literacy - - Public Utility Models - tags: - - CASE STUDY - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Widely discussed public policy landmark, recognized as the world's - first national citizen utility deployment of ChatGPT Plus. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780352963.483086 - suggested_new_category: sovereign-ai - addition_method: automatic -? https://aws.amazon.com/blogs/aws/introducing-the-next-generation-of-aws-resilience-hub-for-generative-ai-based-sre-resilience-journey -: title: Introducing the next generation of AWS Resilience Hub for generative AI-based - SRE resilience journey - description: AWS has launched the next generation of AWS Resilience Hub, bringing - together a new application model, dependency discovery, and AI-powered failure - mode analysis. - ai_summary: 'AWS Resilience Hub''s next-generation release introduces an organization-wide - resilience engine built around a new three-level application model (systems, user - journeys, and services). - - - Key features include: - - - Automatic DNS-based dependency discovery to uncover hidden architectural integrations - and endpoints. - - - Generative AI-powered failure mode assessments that deliver prioritized, actionable - remediation steps mapped to AWS Well-Architected guidelines. - - - Modular resilience policies to enforce consistent SLOs and disaster recovery - targets cross-organizationally.' - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - AWS Cloud - - Management and Governance - - SRE and Operational Resilience - - AWS Resilience Hub - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 4463ed1540d99c04090777922824b9495af8f0d65c51be118496f1486d8791e1 - reputation_status: Vetted - reputation_summary: Trusted official AWS product release announcement with strong - industry adoption for architectural reliability audits. - source_provenance: RSS Feed (AWS News Blog) - social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/29/2026-resillence-hub-nextgen-thum-1-1260x630.jpg - category: sre - status: online - last_checked: 1780353037.421356 - suggested_new_category: '' - addition_method: automatic -? https://aws.amazon.com/blogs/aws/introducing-the-next-generation-of-amazon-opensearch-serverless-for-building-your-agentic-ai-applications -: title: Introducing the next generation of Amazon OpenSearch Serverless for building - your agentic AI applications - description: AWS has rebuilt Amazon OpenSearch Serverless from the ground up for - agentic AI workloads, introducing scale-to-zero compute capabilities and significant - cost savings. - ai_summary: 'Rebuilt from the ground up to support highly dynamic agentic AI workloads, - the next-generation architecture of Amazon OpenSearch Serverless completely separates - compute from storage to offer true scale-to-zero capability during idle periods. - - - Key technical advantages include: - - - Zero standby compute costs achieved via an aggressive 10-minute scale-to-zero - timeout. - - - Up to 20x faster autoscaling with resource provisioning occurring in seconds - rather than minutes. - - - Built-in OpenSearch Agent Skills to facilitate direct integration of domain - knowledge with coding assistants like Cursor and Claude Code.' - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - AWS Cloud - - Generative AI and Agents - - Vector Search and Databases - - Amazon OpenSearch Serverless - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 61cc5d9a8d90085ec9f6b4cbce627e07ea6534fcf527e8be536c7a5ee0c84543 - reputation_status: Vetted - reputation_summary: Highly anticipated platform redesign addressing a key cost and - performance bottleneck in vector database scaling. - source_provenance: RSS Feed (AWS News Blog) - social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/29/2026-opensearch-serverless-nextgen-thum-1.jpg - category: aws-serverless - status: online - last_checked: 1780353037.421374 - suggested_new_category: aws-databases - addition_method: automatic -https://aws.amazon.com/blogs/aws/meet-our-newest-aws-heroes-may-2026: - title: Meet Our Newest AWS Heroes – May 2026 - description: This article announces four new AWS Heroes recognized for their contributions - to the AWS community through education, mentorship, and knowledge sharing. - ai_summary: This AWS publication spotlights the newly inducted technical cloud heroes - for May 2026, summarizing their structural contributions in AI/ML, serverless, - and cloud management. Highlighted engineering assets include a custom Amazon Bedrock-powered - session advisor utilizing Nova models and extensive local community user groups. - The resource acts as an index for discovering high-quality open-source projects, - training programs, and cloud-native architectural patterns developed by vetted - industry experts. - language: en - resource_type: blog - complexity: intermediate - hierarchy: - - Cloud Providers - - Amazon Web Services - - Community and Architecture - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 85 - content_hash: ff62815d655c021986ece35df9436980a1db49d1a01791e2c0b38807da52c05e - reputation_status: Vetted - reputation_summary: Highly respected official program recognition, celebrating prominent - serverless and AI/ML community architects. - source_provenance: RSS Feed (AWS News Blog) - social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2021/11/10/AWS-Heroes-program_RGB_Social-blog.png - category: aws-architecture - status: online - last_checked: 1780402331.955747 - suggested_new_category: cloud-communities - addition_method: automatic -? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-local-zones-in-istanbul-open-source-extenddb-kiro-web-and-more-may-25-2026 -: title: 'AWS Weekly Roundup: AWS Local Zones in Istanbul, open-source ExtendDB, Kiro - Web, and more (May 25, 2026)' - description: This weekly roundup features a new Local Zone in Istanbul, Security - Hub Extended partner integrations, SageMaker AI OpenAI-compatibility, and the - ExtendDB adapter. - ai_summary: 'This weekly digest details critical infrastructural and developer tool - updates across the AWS ecosystem. - - - Key announcements include: - - - The general availability of the Istanbul, Türkiye Local Zone (eu-central-1-ist-1a) - supporting low-latency and strict data-residency requirements. - - - The open-source ExtendDB adapter, which translates DynamoDB API calls onto alternative - data backends. - - - Kiro Web, an AI-native browser-based IDE engineered for streamlining cloud-native - serverless workflows.' - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - AWS Cloud - - Infrastructure and Global Expansion - - Weekly Roundups - tags: - - '[GUIDE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 18fd3c72641dd78e08955820f99dee4cbd5f181b4b3ac93e2904fb54b0407507 - reputation_status: Vetted - reputation_summary: Official AWS weekly summary highlighting major developer tools - and geographical expansions. - source_provenance: RSS Feed (AWS News Blog) - social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2024/06/10/AWS-WIR-default-1.png - category: aws-newfeatures - status: online - last_checked: 1780353037.421391 - suggested_new_category: '' - addition_method: automatic -? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-transform-at-1-year-claude-platform-on-aws-ec2-m3-ultra-mac-instances-and-more-may-18-2026 -: title: 'AWS Weekly Roundup: AWS Transform at 1 year, Claude Platform on AWS, EC2 - M3 Ultra Mac instances, and more (May 18, 2026)' - description: A roundup celebrating AWS Transform's 1-year anniversary, the GA of - Claude Platform on AWS, EC2 M3 Ultra Mac instances, and Bedrock Advanced Prompt - Optimization. - ai_summary: 'This weekly roundup celebrates the first anniversary of AWS Transform''s - agentic migration services while introducing high-performance compute and model - optimization features. - - - Key additions include: - - - The general availability of the Claude Platform on AWS, offering native, direct - account access to Anthropic''s models. - - - EC2 M3 Ultra Mac instances, delivering massive 28-core CPUs and 256GB unified - memory for Apple-focused CI/CD pipelines. - - - Amazon Bedrock''s Advanced Prompt Optimization, which automates prompt refinement - while comparing outputs across up to five models simultaneously.' - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - AWS Cloud - - Weekly Roundups - - Hardware and AI Milestones - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 59cc00f00040f8e4461d120a0bb77026023da85224a9f05b7127b356a5386e68 - reputation_status: Vetted - reputation_summary: Official AWS weekly update showcasing foundational computing - hardware and partner AI platforms. - source_provenance: RSS Feed (AWS News Blog) - social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2023/08/13/AWS-WIR-default.png - category: aws-newfeatures - status: online - last_checked: 1780353037.421401 - suggested_new_category: '' - addition_method: automatic -? https://netflixtechblog.com/from-silos-to-service-topology-why-netflix-built-a-real-time-service-map-0165ba13a7bc?source=rss----2615bd06b42e---4 -: title: 'From Silos to Service Topology: Why Netflix Built a Real-Time Service Map' - description: Netflix details the architecture of Service Topology, a system that - combines eBPF, IPC metrics, and distributed tracing to construct a real-time microservice - dependency graph. - ai_summary: 'To manage and troubleshoot its massive microservices architecture, - Netflix engineered a real-time service topology mapping system. The system correlates - three independent data streams: eBPF network flow logs for network-level coverage, - IPC metrics for endpoint-level granularity, and distributed tracing for transaction - execution paths. By mapping these sources into a custom graph database, Netflix - achieved a unified, sub-second query interface that eliminates human-maintained - architectural diagrams and reduces Mean Time to Detection (MTTD) during critical - outages.' - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Platform Engineering > Observability > Service Topology Mapping - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: true - year: '2026' - stars: 4 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly praised on Reddit's r/devops as an exceptional architecture - write-up on maintaining real-time service topology in a high-scale microservices - ecosystem. - source_provenance: RSS Feed (Netflix TechBlog - Medium) - social_preview_url: '' - category: aws-monitoring - status: online - last_checked: 1780353052.024362 - suggested_new_category: N/A - addition_method: automatic -https://blog.cloudflare.com/optimizing-core-unit-boot-time: - title: How we reduced core unit boot time from hours to minutes - description: Cloudflare outlines how they debugged and resolved UEFI firmware boot - bottlenecks on their Gen12 core bare-metal servers, reducing boot times from four - hours to under a minute. - ai_summary: This technical post explores how Cloudflare diagnosed and optimized - a critical UEFI-stage boot bottleneck affecting their Gen12 bare-metal fleet of - nearly 2,000 servers. Engineers traced the multi-hour reboot delays to an unoptimized - linear search through empty network boot interfaces triggered after routine firmware - updates. The resolution involved explicit PXE network boot sequence declarations, - custom UEFI configuration validation steps using a stateful `uefi-same-hex` boolean - flag, and iPXE automation that brought reboots down from hours to minutes. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Infrastructure > Bare Metal > UEFI Firmware and PXE Boot Optimization - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: 32d8c00bbca03c66dab602fccd4b9291d71775888edb211a7e55e8cc1355ed89 - reputation_status: Vetted - reputation_summary: N/A - source_provenance: RSS Feed (The Cloudflare Blog) - social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/2sNWgFFJRChSJRDf86w7Sk/17c01739d21d896363b098a4c0c47967/BLOG-3108_OG.png - category: sre - status: online - last_checked: 1780353052.024405 - suggested_new_category: N/A - addition_method: automatic -https://blog.cloudflare.com/our-unified-data-platform: - title: How we built Cloudflare's data platform and an AI agent on top of it - description: Cloudflare introduces Town Lake, their in-house unified data platform - featuring a single SQL interface, and Skipper, an AI agent enabling natural language - queries over metadata, ClickHouse, and R2 logs. - ai_summary: Cloudflare addresses corporate data sprawl by engineering Town Lake, - a centralized data platform that unifies access to disparate ClickHouse clusters, - Kafka streams, R2 buckets, and PostgreSQL instances. On top of this single SQL - interface, they implemented Skipper, an LLM-powered natural language database - agent that allows teams to perform complex, auditable ad-hoc queries. This architecture - significantly improves developer productivity, reduces cross-organizational data - silos, and avoids the cost of querying raw sampled data logs. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Data Engineering > Data Lakehouse > Unified SQL Query Interfaces - tags: - - CASE STUDY - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 77138477f410121e0316580f62a5f8b8ba09e72e24ffbdf97d0cb585567d46e7 - reputation_status: Vetted - reputation_summary: N/A - source_provenance: RSS Feed (The Cloudflare Blog) - social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/6TH1tmcxAA3gDCsdXcnqSl/8c8b1ca2b9b83459d6f54025f5f8c1eb/OG_Share_2024-2025-2026__36_.png - category: aws-databases - status: online - last_checked: 1780353052.024421 - suggested_new_category: N/A - addition_method: automatic -https://blog.cloudflare.com/iran-internet-partially-restored-may-2026: - title: Iran's Internet is partially restored, Cloudflare Radar data shows - description: Cloudflare Radar reports on the partial restoration of internet traffic - and DNS queries in Iran following a three-month shutdown, detailing traffic trends - and routing differences. - ai_summary: Using data from Cloudflare Radar, this analysis confirms a partial restoration - of internet services in Iran after an extensive 87-day national shutdown. The - report observes distinct traffic patterns, noting that while DNS queries and general - network traffic have climbed, overall volume remains capped at roughly 40% of - pre-shutdown levels. Key observations detail differences in routing policies and - recovery behavior between IPv4 and IPv6 protocols, demonstrating the architectural - impact of state-level network controls. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Networking > Global Routing > Internet Traffic Analysis - tags: - - CASE STUDY - is_microservice: false - year: '2026' - stars: 4 - content_hash: ddeda0d78b89248301c1ebfb9bb8ab8fb2aedf8dbc5f0f192e74758ca082505b - reputation_status: Vetted - reputation_summary: N/A - source_provenance: RSS Feed (The Cloudflare Blog) - social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/4oMLpRezg56DfPDcDom7mY/c676e35995417a603362c899f4f9658f/Cloudflare_Radar_confirms_signals_of_a_partial_Internet_restoration_in_Iran-OG.png - category: aws-networking - status: online - last_checked: 1780353052.024435 - suggested_new_category: N/A - addition_method: automatic -https://blog.cloudflare.com/casb-anthropic-integration: - title: Announcing Claude Compliance API support with Cloudflare CASB - description: Cloudflare extends its Cloud Access Security Broker (CASB) to integrate - with Anthropic's Claude Compliance API, allowing out-of-band monitoring of Claude - Enterprise activities. - ai_summary: Cloudflare has extended its Cloud Access Security Broker (CASB) to integrate - natively with Anthropic's newly released Claude Compliance API. This integration - allows enterprise security administrators to monitor user interactions, file uploads, - and prompt histories in Claude Enterprise environments directly from the Cloudflare - Zero Trust dashboard. By eliminating the need for endpoint agents, the platform - offers out-of-band visibility to prevent sensitive data leakage while maintaining - frictionless compliance with corporate governance standards. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security > Cloud Access Security Broker > AI Application Governance - tags: - - ENTERPRISE-STABLE - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: d04c700715cf994d85ca01be2795462b62603de2e5cb384d16ebc25f96d3a2cb - reputation_status: Vetted - reputation_summary: N/A - source_provenance: RSS Feed (The Cloudflare Blog) - social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/5MViMEGtj28ko2psjCNDPL/c5103829f690bd5509357593d55445d8/BLOG-3313_OG.png - category: devsecops - status: online - last_checked: 1780353052.024452 - suggested_new_category: N/A - addition_method: automatic -https://blog.cloudflare.com/claude-managed-agents: - title: Announcing Claude Managed Agents on Cloudflare - description: Cloudflare introduces secure, scalable sandboxes for Claude Managed - Agents, decoupling agent orchestration on Anthropic from secure code execution - and tooling on Cloudflare. - ai_summary: Cloudflare has partnered with Anthropic to host Cloudflare Environments - for Claude Managed Agents, providing a secure, sandboxed execution plane for autonomous - workflows. Orchestrated by a Workers-based control plane, the system supports - both full-state Linux containers (microVMs) and lightweight isolates using the - Cloudflare Agents SDK. This architecture decouples the agent's 'brain' (running - on Anthropic's platform) from its 'hands' (executing untrusted code, proxying - egress with Zero-Trust credential injection, and accessing private VPC resources - on Cloudflare). - language: en - resource_type: article - complexity: Advanced - hierarchy: - - AI Systems > Autonomous Agents > Secure Execution Sandboxes - tags: - - EMERGING - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - content_hash: e4f5222c249e5484de7a0a17f338dc489d67a6e83a1e69589d5078f34f60bd54 - reputation_status: Vetted - reputation_summary: N/A - source_provenance: RSS Feed (The Cloudflare Blog) - social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/3GBib7OfVmhYlZN4Q7BzIu/f5fe02f2eaaecb1c5da9870bfe2c756d/Announcing_Claude_Managed_Agents_on_Cloudflare-OG.png - category: ai-agents-mcp - status: online - last_checked: 1780353052.024464 - suggested_new_category: N/A - addition_method: automatic -https://blog.cloudflare.com/cyber-frontier-models: - title: 'Project Glasswing: what Mythos showed us' - description: Cloudflare shares insights from Project Glasswing, testing Anthropic's - unreleased security-focused model 'Mythos Preview' to identify exploit chains - and proof-of-concepts across 50+ repositories. - ai_summary: As part of Project Glasswing, Cloudflare evaluated Anthropic's unreleased, - security-tuned 'Mythos Preview' model across fifty production codebases. The assessment - highlights Mythos's capability to orchestrate complex exploit chains by correlating - multiple low-severity vulnerabilities, constructing and verifying its own Proof-of-Concept - (PoC) code in real-time test sandboxes. The critical technical takeaway is that - a raw model is insufficient; real-world efficacy depends heavily on the orchestration - harness—a multi-stage pipeline designed for context injection, isolated execution, - and systematic validation. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security > Automated Vulnerability Discovery > LLM-Powered Pentesting Harnesses - tags: - - CASE STUDY - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 6228ae88774e884a4148573d195ba13e45f44f1f9eb7a035167266bcf58b7edc - reputation_status: Vetted - reputation_summary: Highly discussed on Reddit r/artificial and Hacker News. Praised - for demonstrating that model capability is a commodity and a structured execution - harness is the true engineering differentiator for defensive penetration testing. - source_provenance: RSS Feed (The Cloudflare Blog) - social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/4ILuGDGHs7n6fbasZ54VOx/0dbf7f7099880643bb53eafceb695281/OG_Share_2024-2025-2026__35_.png - category: devsecops - status: online - last_checked: 1780353052.024482 - suggested_new_category: N/A - addition_method: automatic -? https://engineering.fb.com/2026/05/26/ml-applications/silvertorch-index-as-model-new-retrieval-paradigm-recommendation-systems -: title: 'SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation - Systems' - description: Meta introduces SilverTorch, a unified PyTorch model-based system that - replaces separate microservices for vector indexing, filtering, and scoring with - a single GPU-optimized execution graph. - ai_summary: Meta's SilverTorch architecture redefines recommendation engines by - consolidating vector retrieval, filtering, and scoring into a unified, GPU-optimized - PyTorch model. Historically, recommendation pipelines relied on disparate microservices - that suffered from communication latency and inconsistent feature evaluation. - SilverTorch bypasses this by utilizing high-performance layers like GPU Bloom - indexes and fused Int8 Approximate Nearest Neighbor (ANN) search inside the model - graph, delivering a 23.7x throughput increase and a 20.9x TCO improvement at an - 80-million-item scale. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Machine Learning > AI Infrastructure > High-Throughput Recommendation Retrieval - tags: - - ENTERPRISE-STABLE - - CASE STUDY - is_microservice: true - year: '2026' - stars: 4 - content_hash: 15f1072919f34001fcccd103074fcbafe2ddabfa841b8f3adb0d5ac1cf9752ec - reputation_status: Vetted - reputation_summary: N/A - source_provenance: RSS Feed (Engineering at Meta) - social_preview_url: https://engineering.fb.com/wp-content/uploads/2026/05/SilverTorch-Hero-Final.png - category: mlops - status: online - last_checked: 1780353052.024498 - suggested_new_category: N/A - addition_method: automatic -https://aws.amazon.com/blogs/aws/get-started-with-openai-gpt-5-5-gpt-5-4-models-and-codex-on-amazon-bedrock: - title: Get started with OpenAI GPT-5.5, GPT-5.4 models, and Codex on Amazon Bedrock - description: AWS announces the general availability of OpenAI's GPT-5.5, GPT-5.4, - and Codex models on Amazon Bedrock, providing developers with unified governance - and a secure Responses API endpoint. - ai_summary: AWS has announced the general availability of OpenAI's GPT-5.5, GPT-5.4, - and Codex models on Amazon Bedrock, ending Microsoft's exclusive cloud hosting - agreement for these frontier models. Developers can now programmatically access - these models through a high-performance, security-hardened Responses API compatible - with the standard OpenAI SDK. By deploying Codex—OpenAI's advanced coding agent—inside - Amazon Bedrock, enterprises can execute multi-turn, long-horizon developer workflows - while strictly preserving local data residency and unified IAM compliance controls. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure > AWS > Generative AI Managed Services - tags: - - ENTERPRISE-STABLE - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - content_hash: 9183ad307c1ec4a839d8da9b52265bd551f730d645732a19fbe2346fd098925a - reputation_status: Vetted - reputation_summary: N/A - source_provenance: RSS Feed (AWS News Blog) - social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/24/News-Blog-Featured-Images-25-2.png - category: aws-newfeatures - status: online - last_checked: 1780353052.024509 - suggested_new_category: N/A - addition_method: automatic -? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-claude-opus-4-8-on-aws-aurora-mysql-with-kiro-powers-and-more-june-1-2026 -: title: 'AWS Weekly Roundup: Claude Opus 4.8 on AWS, Aurora MySQL with Kiro Powers, - and more (June 1, 2026)' - description: This AWS roundup features the launch of Anthropic's Claude Opus 4.8 - on Amazon Bedrock, the next-generation AWS Resilience Hub with automatic DNS dependency - mapping, and Aurora MySQL with Kiro Powers. - ai_summary: The June 1, 2026 AWS roundup highlights major infrastructure and generative - AI updates, led by the general availability of Anthropic's Claude Opus 4.8 on - Amazon Bedrock for advanced agentic coding and reasoning workloads. Additionally, - AWS launched the next generation of the AWS Resilience Hub, introducing modular - resilience policies, generative AI-powered Well-Architected assessments, and automatic - network dependency discovery through passive DNS query log analysis. This issue - also details new capabilities for Amazon Aurora MySQL integrated with Kiro CLI - orchestration. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure > AWS > Service Updates and Launches - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - content_hash: a1488a031dd91458f7ef23aeb12a4b1f19d80f358fa3aa90b1e5bdc971066a8a - reputation_status: Vetted - reputation_summary: N/A - source_provenance: RSS Feed (AWS News Blog) - social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2024/06/10/AWS-WIR-default-1.png - category: aws-newfeatures - status: online - last_checked: 1780353052.024519 - suggested_new_category: N/A - addition_method: automatic -https://www.databricks.com/dataaisummit: - title: Databricks Data + AI Summit 2026 | Leading AI Conference - description: The premier global conference for data engineering, analytics, and - AI architectures, highlighting Spark, Delta Lake, and enterprise ML orchestration. - ai_summary: 'Curator Insight: Highly regarded as the definitive epicenter for large-scale - data and AI engineering. Live Grounding: Real-time industry assessments verify - that the 2026 summit focuses heavily on production-ready agentic workflows, Apache - Airflow unified control planes, and enterprise LLM scalability. The conference - provides cloud architects with critical, vetted strategies to transition generative - AI from experimental pilots to resilient production environments.' - language: en - resource_type: event - complexity: advanced - hierarchy: - - Infrastructure - - Artificial Intelligence - - Conferences - tags: - - '[ENTERPRISE-STABLE]' - - '[EMERGING]' - is_microservice: false - year: '2026' - stars: 4 - content_hash: 7ecaeb0f859b2d9b15977340020b1fc69f24442d1156a089e5c5b5b0da77a01a - reputation_status: Vetted - reputation_summary: Highly reputable flagship conference hosted by Databricks, globally - recognized as a premier event for data engineering, analytics, and AI architecture - scaling. - source_provenance: X.com (Databricks) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780355803.639406 - suggested_new_category: conferences - addition_method: automatic -https://x.com/i/events/2053241348807864323: - title: Google I/O 2026 Live Stream Event - description: The official live stream event page on X for Google I/O 2026, featuring - keynotes, developer announcements, and breakthroughs in generative AI models like - Gemini Omni, Gemini 3.5, and Google Flow. - ai_summary: 'This resource is the official Google I/O 2026 live broadcast event - hub on X. It acts as a central platform for real-time coverage of Google''s annual - developer keynotes, technical deep-dives, and cloud ecosystem updates. - - - * **Keynote Focus**: Highlights primary industry shifts toward native multimodal - models and agentic workflow automation. - - * **Product Coverage**: Provides direct access to live demonstrations of Gemini - Omni, the Gemini 3.5 model family, and Google Flow integration.' - language: en - resource_type: video - complexity: beginner - hierarchy: - - AI - - Generative AI - - Developer Conferences - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 85 - content_hash: 5457cfdc5b90a42d8a057d3f49fa2c822e06140c3449e489127831510d6e2f06 - reputation_status: Vetted - reputation_summary: Official Google I/O 2026 live event broadcast page on X (formerly - Twitter). Highly vetted, secure, and verified by global tech organizations for - real-time announcements. - source_provenance: X.com (GoogleDeepMind) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780399410.165984 - suggested_new_category: '' - addition_method: automatic -https://blog.google/innovation-and-ai/models-and-research/google-labs/flow-updates: - title: Gemini Omni Integration in Google Flow and Flow Music - description: Google's official announcement detailing the rollout of the Gemini - Omni Flash model inside Google Flow and Flow Music, alongside the release of native - mobile apps for on-the-go creative pipelines. - ai_summary: 'This official update highlights the direct integration of the Gemini - Omni model into Google Flow and Flow Music to facilitate conversational, agentic - media development. - - - * **Conversational Editing**: Developers and creators can apply iterative text-guided - edits directly to existing video and audio timelines while preserving characters, - scenes, and physical continuity. - - * **Cross-Platform Access**: The launch introduces native mobile clients (Android - and iOS) to democratize high-fidelity multimodal creation across edge environments.' - language: en - resource_type: article - complexity: intermediate - hierarchy: - - AI - - Generative AI - - Creative Tools - - Video Generation - tags: - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 92 - content_hash: cc0622bb97252cf64a87c4c07c22c9e6a79ffe9a3024c31799dd4cb82e989982 - reputation_status: Vetted - reputation_summary: Official Google Labs technical blog announcement. Vetted by - global media and developer communities as the primary source of truth for Google - Flow and Flow Music updates. - source_provenance: X.com (GoogleDeepMind) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleFlow-Image.width-1300.jpg - category: ai-agents-mcp - status: online - last_checked: 1780399410.166017 - suggested_new_category: '' - addition_method: automatic -https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni: - title: Introducing Gemini Omni - description: The official product launch for Google DeepMind's Gemini Omni, a pioneering - native any-to-any multimodal model family designed for high-resolution video, - audio, image, and text generation and editing. - ai_summary: 'This resource introduces Gemini Omni, Google DeepMind''s native any-to-any - multimodal model family designed to replace traditional, fragmented media-generation - pipelines. - - - * **Architectural Unity**: Processes and outputs text, high-resolution video, - audio, and images natively within a single unified transformer-based topology. - - * **Physics-Grounded Reasoning**: Leverages an intuitive grasp of gravity, kinetics, - and fluid dynamics, enabling hyper-realistic stop-motion simulations and consistent, - conversational video-editing workflows.' - language: en - resource_type: article - complexity: advanced - hierarchy: - - AI - - Generative AI - - Multimodal Models - - Deep Learning - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 96 - content_hash: 7493c82d8813eea2baa6a520f0f6f281d15807c13f4916a80b204ec036ba9b78 - reputation_status: Vetted - reputation_summary: Official product launch announcement from Google DeepMind. Highly - vetted and globally referenced as an industry milestone in native multi-modal - AI systems. - source_provenance: X.com (GoogleDeepMind) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GeminiOmni_social.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780399410.166035 - suggested_new_category: '' - addition_method: automatic -https://www.hashicorp.com/en/conferences/hashiconf/call-for-sessions: - status: FILTERED - score: 55 - last_checked: 1780399982.211754 -https://www.atlassian.com/blog/developer/automating-mutation-coverage-with-ai: - title: Automating Mutation Coverage with AI - description: Inside Atlassian's journey to automate unit test mutation testing across - large Java codebases using an AI assistant. - ai_summary: An in-depth engineering case study from Atlassian's Jira Platform teams - on leveraging Rovo Dev CLI and an AI-driven, dev-in-the-loop assistant to scale - mutation testing. The automated workflow parses mutation reports, prioritizes - classes, and auto-generates project-aware tests. This implementation helped teams - reach 80%+ mutation coverage while reducing manual testing overhead by 70%. - language: English - resource_type: Technical Article - complexity: Advanced - hierarchy: - - Software Quality - - Mutation Testing - - AI-Assisted Engineering - tags: - - CASE STUDY - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - impact_score: 88 - content_hash: 348e2ea5653df19c980dd9d8a58aac7369c2d13c35ae81ce91d325de5ee89322 - reputation_status: Vetted - reputation_summary: Highly vetted engineering blog post showcasing active development - strategies in enterprise testing. - source_provenance: X.com (Atlassian) - social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2024/05/csd-9526_developer-blog-header_ecosystem_900x444_2x.png - category: qa - status: online - last_checked: 1780399982.21178 - suggested_new_category: '' - addition_method: automatic -https://labs.google/fx/projectgenie: - title: Project Genie - Google Labs - description: An experimental research prototype powered by Genie 3 that generates - interactive, controllable 3D environments from text prompts. - ai_summary: An experimental generative AI platform powered by Google DeepMind's - Genie 3 foundation world model. It programmatically synthesizes interactive, playable - 3D environments at 720p resolution (20-24 FPS) using text descriptions, static - reference images, or Google Maps' Street View imagery. It represents a significant - step in spatial computing and physics simulation for AI agent training. - language: English - resource_type: Interactive Prototype - complexity: Advanced - hierarchy: - - Artificial Intelligence - - World Models - - Spatial Computing - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - impact_score: 92 - content_hash: d8f267091ade2a0aa9c4d674a1e44f860cb93c9da6235a8418ae8f00f3f4ab82 - reputation_status: Vetted - reputation_summary: Highly reputable, cutting-edge world-generation model developed - directly by Google DeepMind. - source_provenance: X.com (GoogleDeepMind) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780399982.211795 - suggested_new_category: '' - addition_method: automatic -https://priyankavergadia.substack.com/p/the-layoffs-wont-stop-until-we: - title: The Layoffs Won't Stop Until We... - description: A strategic industry critique analyzing how the gap between generative - AI inputs and business outcomes continues to drive restructuring in software organizations. - ai_summary: A high-density architectural and management analysis addressing the - current software engineering paradox, where generative AI has exponentially boosted - raw code outputs (inputs) without generating equivalent revenue outcomes. The - critique details how organizational efficiency breaks down when the flow of features - outpaces customer value, making the argument that tech layoffs will persist until - companies master programmatic alignment and build filtering mechanisms to manage - automated output. It provides essential strategic guidance for CTOs and engineering - directors seeking to align automated development with organizational goals. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Generative AI - - Engineering Management - - Productivity Metrics - tags: - - '[GUIDE]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 82 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Priyanka Vergadia (The Cloud Girl) is a highly respected cloud - technologist. Her analysis is widely shared across tech platforms like Hacker - News and X, providing key strategic framing of generative AI integration bottlenecks - [1.3.1]. - source_provenance: X.com (pvergadia) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780400585.971827 - suggested_new_category: engineering-management - addition_method: automatic -https://blog.google/innovation-and-ai/products/identifying-ai-generated-media-online: - title: Making it easier to understand how content was created and edited - description: Google announces major expansions of its SynthID watermarking technology - and C2PA Content Credentials integrations across Gemini, Chrome, Pixel, and Google - Cloud APIs. - ai_summary: A deep technical announcement detailing Google's content provenance - frameworks, centered around the industrial scaling of SynthID to watermark over - 100 billion images and videos and 60,000 years of audio. The document showcases - how Google leverages C2PA Content Credentials to secure end-to-end media pipelines - from capture to delivery, alongside launching the Google Cloud AI Content Detection - API to allow enterprises to verify synthetic media programmatically. It provides - critical architectural patterns for cloud engineers implementing secure data validation, - zero-trust media systems, and media pipeline metadata compliance. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Generative AI - - Content Provenance - - Security and Compliance - - SynthID Infrastructure - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 88 - content_hash: f27646d9376847593d82ba1cbbbda54c3a58734cd7a371fb378d72ac2983fb6b - reputation_status: Vetted - reputation_summary: An authoritative policy and technological update backed by Google - DeepMind and Google's Trust & Safety division, co-signed by major AI providers - like OpenAI. - source_provenance: X.com (GoogleDeepMind) - social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FINAL_SOCIAL_HERO.width-1300.png - category: ai-agents-mcp - status: online - last_checked: 1780400585.971843 - suggested_new_category: '' - addition_method: automatic -https://github.com/erjosito/alz-repo-best-practices/blob/main/README.md: - title: Azure Landing Zone (ALZ) Repository Best Practices - description: A blueprint repository outlining structural guidelines, pipeline practices, - and branch strategy for running enterprise-grade Azure Landing Zones. - ai_summary: An architectural and procedural guide for managing Infrastructure as - Code (IaC) repositories in large-scale Azure Landing Zone (ALZ) deployments. The - guidelines cover structuring directory layouts for Bicep or Terraform, establishing - strict CI/CD validation checks via GitHub Actions, protecting critical deployment - paths, and handling Azure resource concurrency limitations (particularly Azure - Firewall operations). It provides cloud platform engineers with actionable, production-ready - blueprints to enforce governance, minimize merge collisions, and streamline multi-tenant - infrastructure delivery. - language: en - resource_type: repository - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Azure Landing Zones (ALZ) - - Infrastructure as Code - - CI/CD and GitOps - tags: - - '[EMERGING]' - - '[GUIDE]' - is_microservice: false - year: '2025' - stars: 4 - impact_score: 89 - content_hash: 6c8ece6e26cf9b16e452221b65b791b7425c589e5951fe21e04c355c4f3b0b76 - reputation_status: Vetted - reputation_summary: Created by Jose Moreno (erjosito), Principal Azure Solutions - Architect at Microsoft, this repository serves as a highly vetted public guide - for enterprise-scale Azure Landing Zones. - source_provenance: X.com (nubenetes) - social_preview_url: https://opengraph.githubassets.com/49132b96706f04c324ef39b5c5fce019be7272fb741f8d0a992ecf4c0a156ec9/erjosito/alz-repo-best-practices - category: azure - status: online - last_checked: 1780400585.971889 - suggested_new_category: '' - addition_method: automatic - gh_stars: 15 - gh_pushed: '2026-05-26T17:26:51Z' - gh_license: MIT -https://www.microsoft.com/en-us/research/articles/webwright-a-terminal-is-all-you-need-for-web-agents: - title: 'Webwright: A Terminal Is All You Need For Web Agents' - description: A terminal-native framework by Microsoft Research that lets LLM agents - write and execute Playwright code in a sandbox workspace to complete complex, - long-horizon web automation tasks. - ai_summary: 'Webwright is a lightweight terminal-native framework released by Microsoft - Research designed for long-horizon web browser agents. Instead of sequentially - predicting discrete coordinate clicks, Webwright grants models a shell environment - to execute Playwright scripts dynamically. - - - * **Code-as-Action Paradigm**: Converts browsing workflows into reusable, parameterized - CLI programs. - - * **State-of-the-Art Benchmarks**: Achieves 86.7% on Online-Mind2Web and 60.1% - on Odysseys long-context challenges. - - * **Integration Ready**: Easily plugs into Claude Code, Cursor, and other agentic - developer toolkits.' - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Artificial Intelligence - - Autonomous Agents - - Browser Automation - tags: - - '[EMERGING]' - - '[COMMUNITY-TOOL]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 95 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Highly regarded open-source framework released by Microsoft - Research; praised by the community on Reddit and GitHub for its innovative terminal-native - paradigm for browser automation and long-horizon tasks. - source_provenance: X.com (nubenetes) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401152.315659 - suggested_new_category: ai-agents-mcp - addition_method: automatic -https://www.latent.space/p/ainews-cognition-raises-1b-in-26b: - title: '[AINews] Cognition raises $1B in $26B Series D' - description: An in-depth Latent Space editorial discussing Cognition's massive $1B - funding round at a $26B valuation and its implications for the autonomous coding - agent market. - ai_summary: 'This detailed report analyzes the business and technical implications - of Cognition''s landmark $1B Series D round at a $26B valuation. It highlights - the staggering production scale of Devin, which now writes 89% of its own code - and generates $492M in ARR. - - - * **Autonomous Adoption**: Outlines enterprise workflows at major firms including - Mercedes-Benz and Goldman Sachs. - - * **Strategic Market Shift**: Evaluates the competitive dynamics between proprietary - agent labs and DIY open-source frameworks.' - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Industry News - - Funding - tags: - - '[EMERGING]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 90 - content_hash: 45357df650a7384271c68f62e592008db2d99ebb0c98cf4edbc2dd3b815fd5de - reputation_status: Vetted - reputation_summary: Highly trusted AI industry publication and podcast. The funding - and metric announcements for Cognition are confirmed by multiple reputable tech - news outlets. - source_provenance: X.com (swyx) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401152.315675 - suggested_new_category: ai - addition_method: automatic -? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&dsh=S-651079724%3A1780398802084305&followup=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavtOIva2wcDqJnQlJq3nohbB8kL26HoI0qLEI-ErQFf9Roi9aGt-ViI1YzZGxXTHSAzER9n -: title: Google I/O 2026 Official NotebookLM Document - description: An official interactive NotebookLM document curated by Google to aggregate - and query announcements, APIs, and model details from Google I/O 2026. - ai_summary: 'This interactive NotebookLM workspace, created by the Google team for - Google I/O 2026, serves as a dynamic, model-driven documentation hub. It leverages - Gemini''s long-context window to allow developer questioning and rapid knowledge - retrieval. - - - * **Direct Querying**: Enables developers to generate custom outlines and deep-dives - of all conference announcements. - - * **Multimodal Grounding**: Provides a structured environment for testing and - querying official API guidelines and release notes.' - language: en - resource_type: Tools - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Knowledge Bases - - Google I/O 2026 - tags: - - '[EMERGING]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 88 - content_hash: 59000a6e704fdaf40d36ddf8b10df9d000614a06315668523e905b633b35e28b - reputation_status: Vetted - reputation_summary: Official Google Accounts login flow that directs users to the - authenticated Google I/O 2026 NotebookLM document. Trusted and highly relevant - for conference updates. - source_provenance: X.com (NotebookLM) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401152.315692 - suggested_new_category: ai - addition_method: automatic -https://go.atlassian.com/ijvzec: - title: 'Creating with Rovo: How We Built a Collaborative AI Canvas' - description: A technical architectural deep-dive into how Atlassian constructed - a collaborative canvas allowing real-time, bidirectional human-AI teamwork. - ai_summary: 'This engineering post breaks down the streaming infrastructure and - data schemas behind Atlassian Rovo''s collaborative AI canvas. It details how - the team moved away from static, one-shot prompt interfaces into an active, multi-user - workspace. - - - * **Rich Format Support**: Uses Atlassian Document Format (ADF), SVG, and CSV-based - data schemas to synthesize pages, whiteboards, and databases. - - * **Real-time Streaming**: Provides low-latency content generation and live editing - synchronized directly inside active chat conversations.' - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - AI Integrations - - Collaborative Canvases - tags: - - '[ENTERPRISE-STABLE]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 85 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Official Atlassian shortlink redirecting to their engineering - publication about Rovo's collaborative AI canvas architecture. - source_provenance: X.com (Atlassian) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401152.315702 - suggested_new_category: ai - addition_method: automatic -https://www.atlassian.com/blog/atlassian-engineering/rovo-creation-canvas: - title: 'Creating with Rovo: How We Built a Collaborative AI Canvas' - description: An engineering deep-dive on constructing Rovo's collaborative canvas - for real-time document and database co-creation between humans and AI. - ai_summary: 'An in-depth engineering breakdown of Atlassian Rovo''s collaborative - AI canvas architecture. The article details how developers solved challenges surrounding - real-time, multi-modal human-agent collaboration across diverse document and database - schemas. - - - * **Architecture Choices**: Explores the engineering selection of ADF, SVG, and - CSV formats over generic raw markdown. - - * **Streaming Infrastructure**: Unpacks the technical mechanisms that allow Rovo - to stream live updates and recursive edits directly into active workspaces safely.' - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - AI Integrations - - Collaborative Canvases - tags: - - '[ENTERPRISE-STABLE]' - - '[CASE STUDY]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 85 - content_hash: 5681fc59b5e083e0da4eeb0e22562bdf422533ad5269dc3dd22e2696b7d5b3e8 - reputation_status: Vetted - reputation_summary: Highly trusted official engineering blog post from Atlassian - details the design principles of their collaborative canvas. - source_provenance: X.com (Atlassian) - social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/fy26-sil-engblog-37-1120x545_@2x-1560x760-1.png - category: ai-agents-mcp - status: online - last_checked: 1780401152.31573 - suggested_new_category: ai - addition_method: automatic -https://www.kubernetes.dev/resources/calendar: - title: Kubernetes Community Contributors Calendar - description: The unified schedule and directory of all Kubernetes SIG meetings, - working group synchronizations, and community sessions. - ai_summary: 'This is the official community calendar hosted by the CNCF and Kubernetes - contributor teams. It aggregates scheduled syncs and access links to coordinate - open-source development and technical collaboration across all global Special - Interest Groups. - - - * **Comprehensive SIG Schedules**: Connects developers to SIG-Network, SIG-Storage, - and community meetings. - - * **Operational Transparency**: Acts as a fundamental tool for organizing open-source - releases, roadmaps, and architecture reviews.' - language: en - resource_type: Tools - complexity: Intermediate - hierarchy: - - Kubernetes - - Community - - Contributor Resources - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - is_microservice: false - year: '2026' - stars: 4 - impact_score: 92 - content_hash: fb73b76f677be42606c3bfb611862a1d4383ea81e427743da0546a9151ff73ad - reputation_status: Vetted - reputation_summary: The official and authoritative calendar for the Kubernetes developer - and contributor community. Highly vetted and trusted. - source_provenance: X.com (kubernetesio) - social_preview_url: '' - category: cicd-kubernetes-plugins - status: online - last_checked: 1780401152.315797 - suggested_new_category: kubernetes - addition_method: automatic -https://www.latent.space/p/video-agents: - title: Why Video Agent Models are Next — Ethan He, xAI Grok Imagine - description: An interview-driven architectural deep-dive with Ethan He, Grok Imagine - Lead at xAI, discussing the evolution from video generation to autonomous video-based - agent workflows. - ai_summary: '### Curator Insight - - This podcast episode provides a rare look into the engineering and design choices - behind xAI''s Grok Imagine video model. Swyx and Alessio Fanelli interview Ethan - He, detailing how the team built a multimodal video generator in three months. - The discussion contrasts one-shot video generation with predictive world models, - arguing that true video agents require an LLM-driven planning and critiquing loop - rather than simply training on raw video datasets. This highlights a shift toward - agentic workflows for content synthesis and simulation.' - language: English - resource_type: Podcast / Article - complexity: Advanced - hierarchy: - - Artificial Intelligence - - Generative AI - - Multimodal Video Agents - tags: - - EMERGING - is_microservice: false - year: '2026' - stars: 4 - impact_score: 92 - content_hash: 43fe626e54d23824c77e3fce8ff2fce0f9d7a1ae28c63d651f16a1b55604f16a - reputation_status: Vetted - reputation_summary: Highly-regarded deep-tech podcast by Swyx and Alessio Fanelli. - The episode provides exceptional engineering insights straight from the lead of - xAI Grok Imagine, with excellent reception on Hacker News and across the AI engineering - community. - source_provenance: X.com (swyx) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401702.548842 - suggested_new_category: '' - addition_method: automatic -https://www.databricks.com/dataaisummit/session/how-build-agentic-pipelines-oss-spark-declarative-pipelines: - title: How to Build Agentic Pipelines with OSS Spark Declarative Pipelines - description: A technical session from Databricks Data + AI Summit 2026 highlighting - Apache Spark's new Declarative Pipelines API and patterns for deterministic agentic - data engineering. - ai_summary: '### Curator Insight - - This technical session introduces Apache Spark''s next-generation Declarative - Pipelines API, designed to bring determinism to AI-assisted ''vibe coding'' and - agentic workflows. Presenters Scott Haines and Allison Wang outline practical - patterns for maintaining rigorous schema validation, testability, and deterministic - execution when integrating LLM agents with big data processing. It marks a significant - shift from traditional DStreams or Structured Streaming toward declaratively-defined, - self-orchestrating data lakes.' - language: English - resource_type: Conference Session - complexity: Advanced - hierarchy: - - Data Engineering - - Apache Spark - - Declarative Pipelines - tags: - - EMERGING - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - impact_score: 90 - content_hash: 56a0e49bbea721fdb95eab71fd37f32869fe2d371f1069b8b593b089b486ea92 - reputation_status: Vetted - reputation_summary: An official, high-quality technical session at the Databricks - Data + AI Summit 2026. Highly trusted and praised by the distributed systems and - big data engineering communities. - source_provenance: X.com (ApacheSpark) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401702.548859 - suggested_new_category: data-engineering-and-streaming - addition_method: automatic -https://priyankavergadia.substack.com/p/cpu-vs-gpu-vs-tpu-vs-npu-vs-dpu-vs?r=65wvb: - title: CPU vs GPU vs TPU vs NPU vs DPU vs APU vs LPU - description: A comprehensive hardware accelerator guide comparing specialized chip - architectures, their ideal cloud workloads, and cost-efficiency optimization. - ai_summary: '### Curator Insight - - This visual and technical guide systematically breaks down the specialized hardware - accelerators dominating modern cloud and edge infrastructure. Priyanka Vergadia - explains the mathematical and physical differences between chip architectures—ranging - from tensor-optimized TPUs and neural-focused NPUs to networking-offloaded DPUs - and latency-optimized LPUs. SREs and FinOps engineers will find actionable insights - into workload-to-silicon mapping, directly addressing how selecting the wrong - compute engine leads to massive financial waste.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Hardware Acceleration - - Compute Architectures - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - impact_score: 88 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Authored by Priyanka Vergadia, 'The Cloud Girl', a leading visual - advocate in cloud computing. Universally praised for its extreme clarity, visual - architecture breakdowns, and hardware-efficiency relevance for cloud architects. - source_provenance: X.com (pvergadia) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401702.548933 - suggested_new_category: cloud-hardware - addition_method: automatic -? https://aws.amazon.com/isv/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=2b5d5ac0-d7ce-421b-87ac-beedc1d30a35&linkId=953889966 -: title: AWS Software and Technology Business Scaling Solutions - description: The primary landing page for Independent Software Vendors (ISVs) looking - to scale, optimize, and market multi-tenant SaaS products utilizing the AWS partner - network. - ai_summary: '### Curator Insight - - This AWS portal serves as the primary gateway for Independent Software Vendors - (ISVs) looking to architect, deploy, and scale SaaS products on AWS. It provides - blueprints for integrating multi-tenant databases, achieving the ''Rule of 40'' - through cloud growth, and aligning with the AWS Global Passport program for global - expansion. Software architects and product leaders can leverage this hub for proven - business and technical growth frameworks.' - language: English - resource_type: Documentation Portal - complexity: Intermediate - hierarchy: - - Amazon Web Services - - SaaS Architecture - - ISV Scaling - tags: - - ENTERPRISE-STABLE - is_microservice: false - year: '2025' - stars: 4 - impact_score: 80 - content_hash: 5a4a19c413e621ee4426eb9e8e9b68f9267b94964c81001d3c4aba87077d3615 - reputation_status: Vetted - reputation_summary: Official AWS portal. Holds direct corporate backing and is verified - as the central authoritative resource for scaling SaaS and software businesses - on AWS infrastructure. - source_provenance: X.com (awscloud) - social_preview_url: '' - category: aws-architecture - status: online - last_checked: 1780401702.548994 - suggested_new_category: '' - addition_method: automatic -? https://aws.amazon.com/blogs/machine-learning/openai-models-and-codex-on-amazon-bedrock-are-now-generally-available/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=n/a&linkId=953986722 -: title: OpenAI Models and Codex on Amazon Bedrock are Now Generally Available - description: Official announcement introducing the general availability of OpenAI's - GPT-5.5, GPT-5.4, and Codex models on the serverless Amazon Bedrock platform. - ai_summary: '### Curator Insight - - This landmark AWS announcement marks the general availability of OpenAI''s frontier - models (GPT-5.5 and GPT-5.4) and Codex directly within Amazon Bedrock''s secure - enterprise environment. Organizations can now deploy these state-of-the-art LLMs - and agentic coding models utilizing Bedrock''s serverless pay-per-token pricing, - robust VPC data isolation, and integrated governance tools. This significantly - bridges the gap between AWS''s managed infrastructure and OpenAI''s leading-edge - intelligence.' - language: English - resource_type: Announcement - complexity: Intermediate - hierarchy: - - Amazon Web Services - - Amazon Bedrock - - Generative AI Integration - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - impact_score: 96 - content_hash: 7a8a98ae544a2e32eb710ebfbd446b0237ad4fd5ca0ccac47efe59785f1e712a - reputation_status: Vetted - reputation_summary: Official AWS Blog announcement. One of the highest-impact enterprise - news cycles of 2026, marking a monumental shift in the availability of OpenAI - models on major public cloud serverless platforms. - source_provenance: X.com (awscloud) - social_preview_url: https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/06/01/21096.png - category: aws-newfeatures - status: online - last_checked: 1780401702.549054 - suggested_new_category: '' - addition_method: automatic -https://www.atlassian.com/collections/service/ai-maturity-model: - title: AI Service Management Readiness Assessment | Atlassian - description: An interactive evaluation tool and maturity model developed by Atlassian - to baseline and upgrade AI service management and ITSM integration readiness. - ai_summary: '### Curator Insight - - This assessment tool provides an actionable framework for teams evaluating their - transition to AI-assisted IT Service Management (ITSM). Designed by Atlassian, - it measures readiness across data workflows, automation trust, and human-in-the-loop - validation. It delivers personalized recommendations for integrating intelligent - agents into Jira Service Management, facilitating optimized incident response - and service delivery.' - language: English - resource_type: Tool / Assessment - complexity: Intermediate - hierarchy: - - IT Service Management - - Artificial Intelligence - - Maturity Frameworks - tags: - - GUIDE - - ENTERPRISE-STABLE - is_microservice: false - year: '2026' - stars: 4 - impact_score: 81 - content_hash: 1a2f0e394d1342bef55cb3e3918e040667115f5533b5ed7af5da50726bda12b3 - reputation_status: Vetted - reputation_summary: Official Atlassian framework. Highly regarded by IT and DevOps - managers as an objective roadmap for evaluating and implementing AI capabilities - in Jira-based service models. - source_provenance: X.com (Atlassian) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401702.549065 - suggested_new_category: project-management-tools - addition_method: automatic -https://openai.com/index/codex-for-knowledge-work: - title: Codex is Becoming a Productivity Tool for Everyone - description: OpenAI's overview of the expanding capabilities of Codex as a versatile - utility for complex text extraction, structured data operations, and automated - knowledge-work workflows. - ai_summary: '### Curator Insight - - This OpenAI release details the ongoing paradigm shift of OpenAI Codex from an - exclusive software development assistant into a foundational engine for general - knowledge work. The report highlights how Codex''s advanced code-generation and - structured formatting capabilities are being leveraged for raw data parsing, complex - search synthesis, and cross-application API automation. It serves as an essential - read for architects design-thinking the future of human-AI collaborative workflows.' - language: English - resource_type: Article / Report - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Autonomous Agents - - Workplace Automation - tags: - - EMERGING - - DE FACTO STANDARD - is_microservice: false - year: '2026' - stars: 4 - impact_score: 90 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Official research and tool release report from OpenAI. High-density - authority on the structural transition of software automation tools into general - workplace environments. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401702.549074 - suggested_new_category: '' - addition_method: automatic -https://openai.com/index/our-views-on-ai-policy-and-political-advocacy: - title: Our Views on AI Policy and Political Advocacy - description: An official policy stance statement clarifying OpenAI's approach to - legislative policy debates, employee political involvement, and corporate advocacy - neutrality. - ai_summary: '### Curator Insight - - This policy brief outlines OpenAI''s official stance on global AI governance and - political advocacy. Published amidst escalating debates surrounding national regulatory - frameworks, OpenAI clarifies its operational decision to refrain from forming - PACs or funding political campaigns. This document provides critical transparency - for enterprise stakeholders navigating compliance, safety alignment, and corporate - responsibility in the Intelligence Age.' - language: English - resource_type: Policy Brief / Blog - complexity: Beginner - hierarchy: - - Artificial Intelligence - - AI Governance - - Corporate Policy - tags: - - GUIDE - is_microservice: false - year: '2026' - stars: 4 - impact_score: 82 - content_hash: N/A - reputation_status: Vetted - reputation_summary: Official OpenAI statement. Authoritative declaration regarding - corporate political neutrality and policy advocacy standards, highly cited across - tech regulatory forums. - source_provenance: RSS Feed (OpenAI News) - social_preview_url: '' - category: ai-agents-mcp - status: online - last_checked: 1780401702.549083 - suggested_new_category: '' - addition_method: automatic diff --git a/v2-docs/videos/ai-agents.md b/v2-docs/videos/ai-agents.md index b476f94b..4bc1b692 100644 --- a/v2-docs/videos/ai-agents.md +++ b/v2-docs/videos/ai-agents.md @@ -5,22 +5,23 @@ Welcome to the **AI Agents and MCP** section of the V2 Video Hub. Explore curate ## Table of Contents 1. [Red Hat OpenShift](#red-hat-openshift) -2. [Generative AI and Large Language Models](#generative-ai-and-large-language-models) -3. [Grafana Assistant Claude Code Grafana MCP Server](#grafana-assistant-claude-code-grafana-mcp-server) +2. [Grafana Assistant Claude Code Grafana MCP Server](#grafana-assistant-claude-code-grafana-mcp-server) +3. [Generative AI and Large Language Models](#generative-ai-and-large-language-models) 4. [Red Hat OpenShift AI](#red-hat-openshift-ai) 5. [Claude Code](#claude-code) 6. [Neural Networks](#neural-networks) 7. [LLM Architecture and Post-Training](#llm-architecture-and-post-training) 8. [Agentic DevOps](#agentic-devops) -9. [DevOps AI Agents](#devops-ai-agents) -10. [Android Gemini AI](#android-gemini-ai) -11. [AI Agents Distributed ML Operations](#ai-agents-distributed-ml-operations) -12. [MLOps AI Agents](#mlops-ai-agents) +9. [AI Agents and Observability](#ai-agents-and-observability) +10. [DevOps AI Agents](#devops-ai-agents) +11. [SRE AI Agents](#sre-ai-agents) +12. [AI Agents Distributed ML Operations](#ai-agents-distributed-ml-operations) 13. [IAM AI Agents](#iam-ai-agents) 14. [LLMs AI Agents MLOps](#llms-ai-agents-mlops) -15. [Firebase Genkit Gemini AI Agents](#firebase-genkit-gemini-ai-agents) -16. [SRE AI Agents](#sre-ai-agents) -17. [Mobile Cloud Integration AI Agents](#mobile-cloud-integration-ai-agents) +15. [MLOps AI Agents](#mlops-ai-agents) +16. [Firebase Genkit Gemini AI Agents](#firebase-genkit-gemini-ai-agents) +17. [Android Gemini AI](#android-gemini-ai) +18. [Mobile Cloud Integration AI Agents](#mobile-cloud-integration-ai-agents) ## Red Hat OpenShift @@ -34,18 +35,6 @@ Welcome to the **AI Agents and MCP** section of the V2 Video Hub. Explore curate -## Generative AI and Large Language Models - -??? note "🎬 Artificial Intelligence | 60 Minutes Full Episodes" - !!! info "Architectural Summary" - This documentary anthology traces the rapid evolution of artificial intelligence from early deep learning implementations to advanced generative AI systems like Google's Bard and OpenAI's ChatGPT. For 2026 cloud-native architectures, these developments highlight the critical need for integrating scalable AI model orchestration, strict ethical guardrails, and secure data pipelines directly into enterprise platform engineering. Understanding these socio-technical shifts assists cloud architects in designing resilient, compliant AI-integrated infrastructures that balance massive computational demands with robust operational governance. - -
- - - -
- ## Grafana Assistant Claude Code Grafana MCP Server ??? note "🎬 I Stopped Staring at Dashboards. AI Reads My Grafana Metrics Now." @@ -58,6 +47,18 @@ Welcome to the **AI Agents and MCP** section of the V2 Video Hub. Explore curate +## Generative AI and Large Language Models + +??? note "🎬 Artificial Intelligence | 60 Minutes Full Episodes" + !!! info "Architectural Summary" + This documentary anthology traces the rapid evolution of artificial intelligence from early deep learning implementations to advanced generative AI systems like Google's Bard and OpenAI's ChatGPT. For 2026 cloud-native architectures, these developments highlight the critical need for integrating scalable AI model orchestration, strict ethical guardrails, and secure data pipelines directly into enterprise platform engineering. Understanding these socio-technical shifts assists cloud architects in designing resilient, compliant AI-integrated infrastructures that balance massive computational demands with robust operational governance. + +
+ + + +
+ ## Red Hat OpenShift AI ??? note "🎬 Red Hat OpenShift AI overview" @@ -118,15 +119,27 @@ Welcome to the **AI Agents and MCP** section of the V2 Video Hub. Explore curate -## DevOps AI Agents +## AI Agents and Observability -??? note "🎬 Agent-first workflows from prompt to production" +??? note "🎬 AI Observability Deep Dive Demo | Grafana Cloud" !!! info "Architectural Summary" - This session outlines an end-to-end architectural workflow for transitioning from AI-agentic code generation directly to secure, production-grade deployments on Google Cloud. It demonstrates how developers can utilize IDE-integrated Gemini Code Assist agents, Cloud Run, and Cloud Build to build, containerize, and deploy AI-native applications without leaving their development environments. The presentation emphasizes securing the agentic software development lifecycle (SDLC) using enterprise-grade IAM, automated CI/CD, and policy-driven compliance. + This deep-dive demonstration presents Grafana AI Observability, a specialized platform and database designed for monitoring agentic workflows, LLM usage, and AI Agent ecosystems. It outlines the instrumentation of AI agents using OpenTelemetry to capture vital performance metrics including execution costs, error rates, time-to-first-token, and tool latency. The session shows how online evaluations score agent outputs for helpfulness, safety, and hallucinations, enabling developers to conduct granular troubleshooting of failed agent runs. For 2026 platform engineers, these capabilities provide the necessary governance, cost tracking, and behavioral observability needed to operate production-grade agentic architectures.
- + + +
+ +## DevOps AI Agents + +??? note "🎬 Model Context Protocol (MCP) and AI Agents in DevOps" + !!! info "Architectural Summary" + This architectural playlist details how Model Context Protocol (MCP) standardizes context and tool-calling interfaces for AI agents within modern cloud-native systems. It explores the practical integration of autonomous agents into DevOps, SRE, and API automation pipelines, replacing complex, manual scripts with intent-driven workflows. By utilizing secure and scalable MCP servers, platform teams can safely delegate infrastructure, database, and testing orchestration to context-aware AI systems. + +
+ +
@@ -140,25 +153,25 @@ Welcome to the **AI Agents and MCP** section of the V2 Video Hub. Explore curate -??? note "🎬 Model Context Protocol (MCP) and AI Agents in DevOps" +??? note "🎬 Agent-first workflows from prompt to production" !!! info "Architectural Summary" - This architectural playlist details how Model Context Protocol (MCP) standardizes context and tool-calling interfaces for AI agents within modern cloud-native systems. It explores the practical integration of autonomous agents into DevOps, SRE, and API automation pipelines, replacing complex, manual scripts with intent-driven workflows. By utilizing secure and scalable MCP servers, platform teams can safely delegate infrastructure, database, and testing orchestration to context-aware AI systems. + This session outlines an end-to-end architectural workflow for transitioning from AI-agentic code generation directly to secure, production-grade deployments on Google Cloud. It demonstrates how developers can utilize IDE-integrated Gemini Code Assist agents, Cloud Run, and Cloud Build to build, containerize, and deploy AI-native applications without leaving their development environments. The presentation emphasizes securing the agentic software development lifecycle (SDLC) using enterprise-grade IAM, automated CI/CD, and policy-driven compliance.
- +
-## Android Gemini AI +## SRE AI Agents -??? note "🎬 What's new in Android development tools" +??? note "🎬 The Shift Podcast by Microsoft Azure—Agentic Edition" !!! info "Architectural Summary" - This session outlines the latest developer tool advancements in Android Studio, highlighting Gemini AI integrations that accelerate mobile development workflows across modern Android APIs. It showcases how cloud-connected AI capabilities and intelligent tooling enhance developer velocity, which is critical for scaling cloud-native mobile applications and modern CI/CD pipelines. + This technical podcast series details the evolution of cloud-native infrastructure required to support autonomous, context-aware AI agents in enterprise environments. It explores critical engineering paradigms such as multi-agent orchestration, context engineering over traditional RAG, unified data fabrics for governed access, and Postgres-centric vector storage. Additionally, it addresses the SRE and operations dimension by analyzing how agentic AI is reforming IT operations, cloud management, and security governance through defined agentic borders.
- +
@@ -174,38 +187,6 @@ Welcome to the **AI Agents and MCP** section of the V2 Video Hub. Explore curate -## MLOps AI Agents - -??? note "🎬 ComfyUI + Google Models: A Creator-Friendly Agent Workflow" - !!! info "Architectural Summary" - This architectural overview highlights Google Cloud's integration of Gemini, Veo, and Imagen models with Avid and ComfyUI to deliver secure, agentic workflows for media production. The framework details how multimodal search and generative AI pipelines are orchestrated on Google Cloud compute infrastructure, streamlining video rendering, editing, and creative asset management. - -
- - - -
- -??? note "🎬 Inside image generation’s Renaissance moment — the OpenAI Podcast Ep. 19" - !!! info "Architectural Summary" - This episode details the architectural evolution of OpenAI's image generation capabilities to Images 2.0, focusing on the shift from single-turn prompting to multi-modal 'creative agents' integrated with code execution engines like Codex. It addresses the MLOps and infrastructure challenges of scaling real-time generative pipelines to 1.5 billion weekly requests while maintaining strict character consistency and prompt alignment. For 2026 Cloud Native topologies, this highlights the necessity of building low-latency, event-driven agent orchestration layers that seamlessly bind generative media models with stateful transactional systems. - -
- - - -
- -??? note "🎬 What's new in Google AI" - !!! info "Architectural Summary" - This presentation outlines Google's latest end-to-end AI stack from Google I/O 2026, focusing on deployment strategies for multimodal models, media generation, and intelligent agents. It details how to leverage Google's managed infrastructure and MLOps tools to tune, serve, and scale open-source models in cloud-native environments. Additionally, it introduces new 'vibe-coding' workflows and agentic capabilities designed to streamline next-generation AI application development. - -
- - - -
- ## IAM AI Agents ??? note "🎬 Your AI Agent Has No Identity, Here's Why That's Dangerous" @@ -230,6 +211,38 @@ Welcome to the **AI Agents and MCP** section of the V2 Video Hub. Explore curate +## MLOps AI Agents + +??? note "🎬 What's new in Google AI" + !!! info "Architectural Summary" + This presentation outlines Google's latest end-to-end AI stack from Google I/O 2026, focusing on deployment strategies for multimodal models, media generation, and intelligent agents. It details how to leverage Google's managed infrastructure and MLOps tools to tune, serve, and scale open-source models in cloud-native environments. Additionally, it introduces new 'vibe-coding' workflows and agentic capabilities designed to streamline next-generation AI application development. + +
+ + + +
+ +??? note "🎬 Inside image generation’s Renaissance moment — the OpenAI Podcast Ep. 19" + !!! info "Architectural Summary" + This episode details the architectural evolution of OpenAI's image generation capabilities to Images 2.0, focusing on the shift from single-turn prompting to multi-modal 'creative agents' integrated with code execution engines like Codex. It addresses the MLOps and infrastructure challenges of scaling real-time generative pipelines to 1.5 billion weekly requests while maintaining strict character consistency and prompt alignment. For 2026 Cloud Native topologies, this highlights the necessity of building low-latency, event-driven agent orchestration layers that seamlessly bind generative media models with stateful transactional systems. + +
+ + + +
+ +??? note "🎬 ComfyUI + Google Models: A Creator-Friendly Agent Workflow" + !!! info "Architectural Summary" + This architectural overview highlights Google Cloud's integration of Gemini, Veo, and Imagen models with Avid and ComfyUI to deliver secure, agentic workflows for media production. The framework details how multimodal search and generative AI pipelines are orchestrated on Google Cloud compute infrastructure, streamlining video rendering, editing, and creative asset management. + +
+ + + +
+ ## Firebase Genkit Gemini AI Agents ??? note "🎬 Developer Keynote (Google I/O '24)" @@ -242,15 +255,15 @@ Welcome to the **AI Agents and MCP** section of the V2 Video Hub. Explore curate -## SRE AI Agents +## Android Gemini AI -??? note "🎬 The Shift Podcast by Microsoft Azure—Agentic Edition" +??? note "🎬 What's new in Android development tools" !!! info "Architectural Summary" - This technical podcast series details the evolution of cloud-native infrastructure required to support autonomous, context-aware AI agents in enterprise environments. It explores critical engineering paradigms such as multi-agent orchestration, context engineering over traditional RAG, unified data fabrics for governed access, and Postgres-centric vector storage. Additionally, it addresses the SRE and operations dimension by analyzing how agentic AI is reforming IT operations, cloud management, and security governance through defined agentic borders. + This session outlines the latest developer tool advancements in Android Studio, highlighting Gemini AI integrations that accelerate mobile development workflows across modern Android APIs. It showcases how cloud-connected AI capabilities and intelligent tooling enhance developer velocity, which is critical for scaling cloud-native mobile applications and modern CI/CD pipelines.
- +
diff --git a/v2-docs/videos/fundamentals.md b/v2-docs/videos/fundamentals.md index a6200167..7d44a657 100644 --- a/v2-docs/videos/fundamentals.md +++ b/v2-docs/videos/fundamentals.md @@ -30,53 +30,13 @@ Welcome to the **Fundamentals** section of the V2 Video Hub. Explore curated hig -??? note "🎬 Kubernetes New Contributor Orientation for 2026-02-17" - !!! info "Architectural Summary" - This orientation session provides an architectural overview of the Kubernetes upstream community, detailing the organizational hierarchy of Special Interest Groups (SIGs) and Working Groups. It guides new contributors through the technical contribution pipeline, highlighting Git workflows, Prow-based automation for PR testing and labeling, and the governance frameworks that sustain the core platform. Understanding these mechanisms is crucial for cloud-native engineers aiming to effectively drive features and maintenance within the ecosystem's foundational orchestrator. - -
- - - -
- -??? note "🎬 Kubernetes New Contributor Orientation for 2026-03-17" - !!! info "Architectural Summary" - This onboarding guide details the governance, contribution lifecycle, and development workflows of the Kubernetes ecosystem, highlighting the role of Special Interest Groups (SIGs) and the Prow-based CI/CD automation pipeline. It offers essential technical instruction for configuring local development environments, interacting with community repositories, and adhering to testing standards required for upstream cloud-native contributions. - -
- - - -
- ??? note "🎬 Kubernetes New Contributor Orientation" !!! info "Architectural Summary" - This orientation session provides an essential entry point for developers looking to contribute to the Kubernetes ecosystem, detailing the organizational dynamics of Special Interest Groups (SIGs) and the architectural workflow of the project. It covers the technical mechanics of the Kubernetes contribution pipeline, including Git workflows, Prow-based automated testing, and the lifecycle of Kubernetes Enhancement Proposals (KEPs) to ensure high-quality, scalable code contributions. + This onboarding session details the essential governance, codebase organization, and automated release mechanics of the Kubernetes project, guiding new engineers through Special Interest Groups (SIGs) and the Prow-based ChatOps CI/CD workflow. It delivers a structured pathway for landing code and documentation contributions, establishing the foundational open-source engineering practices required to maintain and scale modern cloud-native infrastructure.
- - -
- -??? note "🎬 Kubernetes New Contributor Orientation" - !!! info "Architectural Summary" - This onboarding session outlines the governance framework of Kubernetes Special Interest Groups (SIGs) and the technical workflows required to contribute to the ecosystem. It provides critical guidance on navigating community repositories, leveraging automated testing infrastructure (Prow), and adhering to code review standards essential for scaling cloud-native contributions. - -
- - - -
- -??? note "🎬 Kubernetes New Contributor Orientation" - !!! info "Architectural Summary" - This orientation session provides a comprehensive guide for aspiring Kubernetes contributors, detailing the community's organizational structure across Special Interest Groups (SIGs) and Working Groups. It covers essential technical workflows, including GitHub PR submission pipelines, Prow-based automation testing, and the critical role of OWNERS files in codebase governance, establishing a clear pathway for developers to participate in cloud-native open-source development. - -
- - +
@@ -92,21 +52,51 @@ Welcome to the **Fundamentals** section of the V2 Video Hub. Explore curated hig ??? note "🎬 Kubernetes New Contributor Orientation" !!! info "Architectural Summary" - This onboarding session guides developers through the foundational governance, structure, and technical workflows required to contribute to the Kubernetes ecosystem. It details the organizational architecture of Special Interest Groups (SIGs) and demystifies the GitHub-based development flow, highlighting automated CI/CD tooling like Prow for PR testing and triage. It provides a strategic entry point for engineers looking to influence and maintain core cloud-native orchestration systems. + This orientation session provides an essential entry point for developers looking to contribute to the Kubernetes ecosystem, detailing the organizational dynamics of Special Interest Groups (SIGs) and the architectural workflow of the project. It covers the technical mechanics of the Kubernetes contribution pipeline, including Git workflows, Prow-based automated testing, and the lifecycle of Kubernetes Enhancement Proposals (KEPs) to ensure high-quality, scalable code contributions.
- + + +
+ +??? note "🎬 Kubernetes New Contributor Orientation for 2026-02-17" + !!! info "Architectural Summary" + This orientation session provides an architectural overview of the Kubernetes upstream community, detailing the organizational hierarchy of Special Interest Groups (SIGs) and Working Groups. It guides new contributors through the technical contribution pipeline, highlighting Git workflows, Prow-based automation for PR testing and labeling, and the governance frameworks that sustain the core platform. Understanding these mechanisms is crucial for cloud-native engineers aiming to effectively drive features and maintenance within the ecosystem's foundational orchestrator. + +
+ +
??? note "🎬 Kubernetes New Contributor Orientation" !!! info "Architectural Summary" - This onboarding session details the essential governance, codebase organization, and automated release mechanics of the Kubernetes project, guiding new engineers through Special Interest Groups (SIGs) and the Prow-based ChatOps CI/CD workflow. It delivers a structured pathway for landing code and documentation contributions, establishing the foundational open-source engineering practices required to maintain and scale modern cloud-native infrastructure. + This onboarding session outlines the governance framework of Kubernetes Special Interest Groups (SIGs) and the technical workflows required to contribute to the ecosystem. It provides critical guidance on navigating community repositories, leveraging automated testing infrastructure (Prow), and adhering to code review standards essential for scaling cloud-native contributions.
- + + +
+ +??? note "🎬 Kubernetes New Contributor Orientation" + !!! info "Architectural Summary" + This orientation outlines the governance, SIG (Special Interest Group) structure, and contribution pipelines crucial for participating in the development of the Kubernetes ecosystem. It details the technical workflow of submitting contributions, including navigating the repository layout, adhering to OWNERS files guidelines, and leveraging Prow-based automated testing. Mastering these processes empowers cloud native architects in 2026 to successfully upstream optimizations, maintain enterprise forks, and directly influence upstream API standards. + +
+ + + +
+ +??? note "🎬 Kubernetes New Contributor Orientation" + !!! info "Architectural Summary" + This orientation session provides a comprehensive guide for aspiring Kubernetes contributors, detailing the community's organizational structure across Special Interest Groups (SIGs) and Working Groups. It covers essential technical workflows, including GitHub PR submission pipelines, Prow-based automation testing, and the critical role of OWNERS files in codebase governance, establishing a clear pathway for developers to participate in cloud-native open-source development. + +
+ +
@@ -120,13 +110,23 @@ Welcome to the **Fundamentals** section of the V2 Video Hub. Explore curated hig -??? note "🎬 Kubernetes New Contributor Orientation" +??? note "🎬 Kubernetes New Contributor Orientation for 2026-03-17" !!! info "Architectural Summary" - This orientation outlines the governance, SIG (Special Interest Group) structure, and contribution pipelines crucial for participating in the development of the Kubernetes ecosystem. It details the technical workflow of submitting contributions, including navigating the repository layout, adhering to OWNERS files guidelines, and leveraging Prow-based automated testing. Mastering these processes empowers cloud native architects in 2026 to successfully upstream optimizations, maintain enterprise forks, and directly influence upstream API standards. + This onboarding guide details the governance, contribution lifecycle, and development workflows of the Kubernetes ecosystem, highlighting the role of Special Interest Groups (SIGs) and the Prow-based CI/CD automation pipeline. It offers essential technical instruction for configuring local development environments, interacting with community repositories, and adhering to testing standards required for upstream cloud-native contributions.
- + + +
+ +??? note "🎬 Kubernetes New Contributor Orientation" + !!! info "Architectural Summary" + This onboarding session guides developers through the foundational governance, structure, and technical workflows required to contribute to the Kubernetes ecosystem. It details the organizational architecture of Special Interest Groups (SIGs) and demystifies the GitHub-based development flow, highlighting automated CI/CD tooling like Prow for PR testing and triage. It provides a strategic entry point for engineers looking to influence and maintain core cloud-native orchestration systems. + +
+ +