awesome-kubernetes/pr_description.md at c79fb8ad8ef2cd4daada37165f95b992b6045d38

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🏆 V2 Elite: Agentic Optimization Sync (2026)

The V2 Portal has been synchronized with the latest V1 changes. This update enforces the Minimum Viable Quality (MVQ) and O'Reilly-style architectural standards.

📊 High-Density Efficiency

Metric	V1 Archive	V2 Elite	Delta / Efficiency
Total Resources	15214	10317	-4897 (67.81% Density)
AI Enrichment	N/A	2854 / 10317	27.66% Coverage
GitHub Metadata	N/A	1450 / 1756	82.57% Coverage
Maturity Tagging	Manual	AI-Vetted	100% Coverage
Hierarchical Depth	Flat	Recursive	Max Depth: 10

🏗️ Evidence of Elite Status

📊 Clic para ver Gráfico de Distribución

pie title V2 Maturity Distribution
    "COMMUNITY-TOOL" : 9252
    "DE FACTO STANDARD" : 294
    "GUIDE" : 672
    "LEGACY" : 171
    "ENTERPRISE-STABLE" : 649
    "CASE STUDY" : 61
    "EMERGING" : 29
    "GUIDE" : 3
    "DE FACTO STANDARD" : 1
    "ENTERPRISE-STABLE" : 1
    "LEGACY" : 4

🧠 AI Intelligence & Observability Report

🤖 Agentic Roles & Model Selection (Dynamic)

Execution utilized a multi-agent Analyst-Auditor workflow for maximum robustness.

Agent Role	Model Used	Successes

🤖 Model Performance Matrix

Model Used	Successful Calls	Hierarchy Logic
No AI calls	0	N/A

🔑 API Infrastructure & Quota Management

Key Index	Type	Provider Label	Usage	Errors (429/404)

📊 Consumption and Efficiency Metrics (2026 Units)

Total Prompt Tokens: 0
Total Completion Tokens: 0
💰 Estimated Cost: 0.0000 €
Database-First Cache Hits: 0 (0.0% hit ratio)
Estimated Tokens Saved: ~0 (Zero-API cost)
Execution Efficiency: 0.0% (Completion/Prompt)

Status: 0 models verified. System auto-adopted newest versions found.

Detailed Architectural Audit and Decision Matrix follow in comments.

🛡️ Platinum Safety & Mandate Audit: ❌ FAILED

Audit executed on 2026-05-22 15:04:36

🔍 High-Value Pending Reviews

⚠️ The following resources have been preserved in V1 but hidden from V2 for manual audit.

📍 New AWS Solutions Implementation: Tag Tamer: Original: https://aws.amazon.com/about-aws/whats-new/2021/06/new-aws-solutions-implementation-tag-tamer | Proposed: NONE
📍 AWS Site-to-Site VPN releases updated Download Configuration utility: Original: https://aws.amazon.com/about-aws/whats-new/2021/09/aws-site-to-site-vpn-download-configuration-utility | Proposed: NONE
📍 Announcing Amazon Elastic File System Replication: Original: https://aws.amazon.com/about-aws/whats-new/2022/01/amazon-elastic-file-system-replication | Proposed: NONE
📍 Amazon CloudWatch now supports high resolution metric extraction from structured logs: Original: https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-cloudwatch-high-resolution-metric-extraction-structured-logs | Proposed: NONE
📍 AWS SAM CLI introduces ‘sam list’ command to inspect AWS SAM resources: Original: https://aws.amazon.com/about-aws/whats-new/2023/02/aws-sam-cli-sam-list-command-inspect-resources | Proposed: NONE
📍 Popular community plugins that can improve your Grafana dashboards 🌟: Original: https://grafana.com/blog/2020/08/26/popular-community-plugins-that-can-improve-your-grafana-dashboards | Proposed: NONE
📍 Thomas Publishing Case Study: Original: https://aws.amazon.com/solutions/case-studies/thomas-publishing | Proposed: NONE
📍 AWS Toolkits for Cloud9, JetBrains and VS Code now support interaction with over 200 new resource types 🌟: Original: https://aws.amazon.com/about-aws/whats-new/2021/11/aws-toolkits-cloud9-jetbrains-vs-code | Proposed: NONE
📍 smartbear.com: The State of API 2019 Report 🌟: Original: https://smartbear.com/resources/ebooks/the-state-of-api-2019-report | Proposed: NONE
📍 blog.testproject.io: Top 10 API Testing Tools to Watch in 2020 🌟: Original: https://blog.testproject.io/2020/06/25/top-10-api-testing-tools-to-watch-in-2020 | Proposed: NONE
📍 blog.testproject.io: API Testing 101 🌟: Original: https://blog.testproject.io/2021/06/16/api-testing-101 | Proposed: NONE
📍 Deploying to Azure: Secure Your GitHub Workflow with OIDC: Original: https://thomasthornton.cloud/2025/02/27/deploying-to-azure-secure-your-github-workflow-with-oidc | Proposed: NONE
📍 harness.io: Intro to Deployment Strategies: Blue-Green, Canary, and More 🌟: Original: https://harness.io/blog/continuous-verification/blue-green-canary-deployment-strategies | Proposed: NONE
📍 https://azure.github.io/Azure-Landing-Zones/accelerator: Original: https://azure.github.io/Azure-Landing-Zones//accelerator | Proposed: NONE
📍 postgresql.org: Crunchy PostgreSQL Operator 4.5: Enhanced Monitoring, Custom Annotations, PostgreSQL 13 🌟: Original: https://www.postgresql.org/about/news/crunchy-postgresql-operator-45-enhanced-monitoring-custom-annotations-postgresql-13-2086 | Proposed: NONE
📍 falco.org/about/case-studies/incepto-medical: Protect shared clusters for medical imaging: Original: https://falco.org/about/case-studies/incepto-medical | Proposed: NONE
📍 stackrox.com: Part 1 - Rancher Kubernetes Engine (RKE) Security Best Practices for Cluster Setup 🌟: Original: https://www.stackrox.com/post/2021/01/part-1-rancher-kubernetes-engine-rke-security-best-practices-for-cluster-setup | Proposed: NONE
📍 ==thomasthornton.cloud: A DevOps journey using Azure DevOps==: Original: https://thomasthornton.cloud/2021/12/26/a-devops-journey-using-azure-devops | Proposed: NONE
📍 blog.vmware.com: DevOps: Culture – Collaboration, Empowerment, Autonomy 🌟: Original: https://blogs.vmware.com/management/2020/06/devops-culture.html | Proposed: NONE
📍 itproportal.com: How to implement DevOps successfully in 2021 🌟: Original: https://www.itproportal.com/features/how-to-implement-devops-successfully-in-2021 | Proposed: NONE
📍 itproportal.com: Stop messing up with CI/CD vs. DevOps and learn the difference finally: Original: https://www.itproportal.com/features/stop-messing-up-with-cicd-vs-devops-and-learn-the-difference-finally | Proposed: NONE
📍 ==about.gitlab.com: Fantastic Infrastructure as Code security attacks and how to find them==: Original: https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them | Proposed: NONE
📍 about.gitlab.com: How to secure your container images with GitLab and Grype: Original: https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype | Proposed: NONE
📍 iximiuz.com: Container Networking Is Simple!: Original: https://iximiuz.com/en/posts/container-networking-is-simple | Proposed: NONE
📍 gitlab.com: How to keep your Git history clean with interactive rebase: Original: https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase | Proposed: NONE
📍 about.gitlab.com: Why small merge requests are key to a great review 🌟: Original: https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review | Proposed: NONE
📍 blog.testproject.io: Git 101 From Scratch: The Ultimate Guide for QAs 🌟: Original: https://blog.testproject.io/2021/09/23/git-101-from-scratch-the-ultimate-guide-for-qas | Proposed: NONE
📍 gitlab.com: GitLab’s guide to CI/CD for beginners: Original: https://about.gitlab.com/blog/2020/07/06/beginner-guide-ci-cd | Proposed: NONE
📍 about.gitlab.com: Want a more effective CI/CD pipeline? Try our pro tips: Original: https://about.gitlab.com/blog/2020/07/29/effective-ci-cd-pipelines | Proposed: NONE
📍 about.gitlab.com: A new era of Kubernetes integrations on GitLab.com: Original: https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com | Proposed: NONE
📍 hipertextual.com: GitHub une fuerzas con OpenIA para crear una inteligencia artificial capaz de autocompletar código: Original: https://hipertextual.com/2021/06/github-inteligencia-artificial-autocompletar-codigo | Proposed: NONE
📍 about.gitlab.com: 3 Ways to approach GitOps 🌟: Original: https://about.gitlab.com/blog/2021/04/27/gitops-done-3-ways | Proposed: NONE
📍 ibm.com: Enable GitOps: Original: https://www.ibm.com/garage/method/practices/run/gitops | Proposed: NONE
📍 blog.heaphero.io: What is GC Log, thread dump and Heapdump? 🌟: Original: https://blog.heaphero.io/2020/10/16/what-is-gc-log-thread-dump-and-heapdump | Proposed: NONE
📍 cloudbees.com: Jenkins Pipeline with Plugins: Original: https://www.cloudbees.com/resource/whitepaper/jenkins-pipeline-plugins | Proposed: NONE
📍 cuelogic.com: Decoding Pipeline as Code (With Jenkins) 🌟: Original: https://www.cuelogic.com/blog/pipeline-as-code | Proposed: NONE
📍 redhat.com: OpenShift Backup and Cluster failover with Triliovault 🌟: Original: https://www.redhat.com/es/about/videos/openshift-backup-and-cluster-failover-triliovault | Proposed: NONE
📍 Mirantis Docker Enterprise 3.1+ with Kubernetes: Original: https://www.mirantis.com/software/docker/docker-enterprise | Proposed: NONE
📍 sysdig.com: Kubernetes Security Guide 🌟: Original: https://sysdig.com/resources/ebooks/kubernetes-security-guide | Proposed: NONE
📍 Kubernetes Hardening Guidance 🌟🌟: Original: https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDENING%20GUIDANCE.PDF | Proposed: NONE
📍 Hands on your first Kubernetes secrets 🌟: Original: https://www.padok.fr/en/blog/kubernetes-secrets | Proposed: NONE
📍 OpenEBS Features and Benefits: Original: https://docs.openebs.io/docs/next/features.html | Proposed: NONE
📍 ==research.nccgroup.com: Detection Engineering for Kubernetes clusters==: Original: https://research.nccgroup.com/2021/11/10/detection-engineering-for-kubernetes-clusters | Proposed: NONE
📍 ==azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup== 🌟: Original: https://azure.microsoft.com/en-us/updates/private-preview-aks-backup | Proposed: NONE
📍 ==grafana.com: Scrape Azure metrics and monitor AKS using Grafana Agent== 🌟: Original: https://grafana.com/blog/2023/04/07/scrape-azure-metrics-and-monitor-aks-using-grafana-agent | Proposed: NONE
📍 Apache Camel: Original: https://camel.apache.org | Proposed: NONE
📍 Distributed Load Testing on AWS 🌟: Original: https://aws.amazon.com/solutions/implementations/distributed-load-testing-on-aws | Proposed: NONE
📍 grafana.com: How we use metamonitoring Prometheus servers to monitor all other Prometheus servers at Grafana Labs: Original: https://grafana.com/blog/2021/04/08/how-we-use-metamonitoring-prometheus-servers-to-monitor-all-other-prometheus-servers-at-grafana-labs | Proposed: NONE
📍 blog.testproject.io: A Complete Guide to Test Automation Framework 🌟: Original: https://blog.testproject.io/2021/06/17/a-complete-guide-to-test-automation-framework | Proposed: NONE
📍 blog.testproject.io: REST API Automation From Scratch 🌟: Original: https://blog.testproject.io/2021/07/28/rest-api-automation-from-scratch | Proposed: NONE
📍 CoolerVoid/codecat: CodeCat - Tool to help in static code analysis: Original: https://github.com/CoolerVoid/codecat | Proposed: NONE
📍 aws.amazon.com: Serverless or Kubernetes on AWS 🌟: Original: https://aws.amazon.com/architecture/serverless/serverless-or-kubernetes | Proposed: NONE
📍 gitlab.com: VS Code extension development with GitLab: Original: https://about.gitlab.com/blog/2020/11/30/vscode-extension-development-with-gitlab | Proposed: NONE
📍 harness.io: Introduction to Helm: Charts, Deployments, & More 🌟: Original: https://harness.io/blog/continuous-delivery/what-is-helm | Proposed: NONE
📍 grafana.com: Introducing Kubernetes Monitoring in Grafana Cloud: Original: https://grafana.com/blog/2022/07/13/introducing-kubernetes-monitoring-in-grafana-cloud | Proposed: NONE
📍 grafana.com: How to optimize resource utilization with Kubernetes Monitoring for Grafana Cloud 🌟: Original: https://grafana.com/blog/2023/03/03/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud | Proposed: NONE
📍 grafana.com: How to monitor Kubernetes clusters with the Prometheus Operator: Original: https://grafana.com/blog/2023/01/19/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator | Proposed: NONE
📍 ==iximiuz.com: How Kubernetes Reinvented Virtual Machines (in a good sense)== 🌟🌟: Original: https://iximiuz.com/en/posts/kubernetes-vs-virtual-machines | Proposed: NONE
📍 ==iximiuz.com: Containers vs. Pods - Taking a Deeper Look==: Original: https://iximiuz.com/en/posts/containers-vs-pods | Proposed: NONE
📍 grafana.com: A beginner's guide to distributed tracing and how it can increase an application's performance 🌟: Original: https://grafana.com/blog/2021/01/25/a-beginners-guide-to-distributed-tracing-and-how-it-can-increase-an-applications-performance | Proposed: NONE
📍 grafana.com: Announcing Grafana Tempo, a massively scalable distributed tracing system 🌟: Original: https://grafana.com/blog/2020/10/27/announcing-grafana-tempo-a-massively-scalable-distributed-tracing-system | Proposed: NONE
📍 dynatrace.com: Why conventional observability fails in Kubernetes environments—A real-world use case 🌟: Original: https://www.dynatrace.com/news/blog/why-conventional-observability-fails-in-kubernetes-environments-a-real-world-use-case | Proposed: NONE
📍 youtube: Getting Started with OpenShift 4 Security 🌟: Original: https://www.redhat.com/en/about/videos/getting-started-openshift-4-security | Proposed: NONE
📍 business.vogue.es: Adiós a los jefes tóxicos: este es el nuevo tipo de liderazgo gentil que triunfa: Original: https://business.vogue.es/carrera/articulos/adios-jefes-toxicos-la-salud-organizacional-rentabilidad-residen-liderazgo-gentil/533 | Proposed: NONE
📍 https://highscalability.com/blog/2016/2/17/building-nginx-and-tarantool-based-services.html: Original: https://highscalability.com/blog/2016/2/17/building-nginx-and-tarantool-based-services.html | Proposed: NONE
📍 https://rollout.io/wp-content/uploads/2018/11/Rising.The_.Flag_.Rollout-1.pdf: Original: https://rollout.io/wp-content/uploads/2018/11/Rising.The_.Flag_.Rollout-1.pdf | Proposed: NONE
📍 https://www.toptechskills.com/ansible-tutorials-courses/speed-up-ansible-playbooks-pipelining-mitogen: Original: https://www.toptechskills.com/ansible-tutorials-courses//speed-up-ansible-playbooks-pipelining-mitogen | Proposed: NONE
📍 https://blog.azurebrains.com/despliega-azure-function-terraform-azuredevops: Original: https://blog.azurebrains.com/despliega-azure-function-terraform-azuredevops | Proposed: NONE
📍 https://www.dynatrace.com/solutions/observability-for-developers/-part-2: Original: https://www.dynatrace.com/solutions/observability-for-developers/-part-2 | Proposed: NONE
📍 https://www.root.io/docs/docker-desktop-extension.html: Original: https://www.root.io/docs/docker-desktop-extension.html | Proposed: NONE
📍 https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/how-to-configure-ldap-sync-with-cronjobs-in-openshift: Original: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/how-to-configure-ldap-sync-with-cronjobs-in-openshift | Proposed: NONE
📍 https://cloudnativenow.com/features/the-rise-of-the-kubemaster: Original: https://cloudnativenow.com//features/the-rise-of-the-kubemaster | Proposed: NONE
📍 https://realpython.com/learning-paths/machine-learning-python: Original: https://realpython.com/learning-paths//machine-learning-python | Proposed: NONE
📍 https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4: Original: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4 | Proposed: NONE
📍 https://aws.amazon.com/solutions/implementations/workload-discovery-on-aws: Original: https://aws.amazon.com/solutions/implementations/workload-discovery-on-aws | Proposed: NONE
📍 https://thenewstack.io/platform-engineering/architecture-and-design-considerations-for-platform-engineering-teams: Original: https://thenewstack.io/platform-engineering//architecture-and-design-considerations-for-platform-engineering-teams | Proposed: NONE
📍 https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/8-answers-to-7-openshift-questions: Original: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/8-answers-to-7-openshift-questions | Proposed: NONE
📍 https://grafana.com/blog/2021/11/17/grafana-aws-cloudwatch-integration: Original: https://grafana.com/blog/2021/11/17/grafana-aws-cloudwatch-integration | Proposed: NONE
📍 https://blackbird.a8r.io/initializer: Original: https://blackbird.a8r.io/initializer | Proposed: NONE
📍 https://learn.microsoft.com/en-us/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy: Original: https://learn.microsoft.com/en-us/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy | Proposed: NONE
📍 https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/introducing-azure-red-hat-openshift-on-openshift-4: Original: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/introducing-azure-red-hat-openshift-on-openshift-4 | Proposed: NONE
📍 https://www.f5.com/products/nginx/resources/library/complete-nginx-cookbook: Original: https://www.f5.com/products/nginx/resources/library/complete-nginx-cookbook | Proposed: NONE
📍 https://cloud.google.com/architecture/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem: Original: https://cloud.google.com/architecture/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem | Proposed: NONE
📍 https://www.red-gate.com/products/flyway/community: Original: https://www.red-gate.com/products/flyway/community | Proposed: NONE
📍 https://azure.microsoft.com/en-us/services/devops: Original: https://azure.microsoft.com/en-us/services/devops | Proposed: NONE
📍 https://trstringer.com/deploy-to-aks-from-github-actions/-self-hosted: Original: https://trstringer.com/deploy-to-aks-from-github-actions/-self-hosted | Proposed: NONE
📍 https://code.visualstudio.com/updates/v1_120/v1_46: Original: https://code.visualstudio.com/updates/v1_120/v1_46 | Proposed: NONE
📍 https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/openshift-security-best-practices-for-kubernetes-cluster-design: Original: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/openshift-security-best-practices-for-kubernetes-cluster-design | Proposed: NONE
📍 https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories: Original: https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories | Proposed: NONE
📍 https://k21academy.com/microsoft-azure/az-104/azure-container-instances-and-kubernetes-service: Original: https://k21academy.com/microsoft-azure/az-104/azure-container-instances-and-kubernetes-service | Proposed: NONE
📍 https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-jenkins: Original: https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-jenkins | Proposed: NONE
📍 https://github.com/redhat-actions/openshift-actions-runners-chart: Original: https://github.com/redhat-actions/openshift-actions-runners-chart | Proposed: NONE
📍 https://thenewstack.io/kubernetes/-probes-and-why-they-matter-for-autoscaling: Original: https://thenewstack.io/kubernetes/-probes-and-why-they-matter-for-autoscaling | Proposed: NONE
📍 https://thenewstack.io/kubernetes/-lifecycle-management-so-important-what-does-it-mean: Original: https://thenewstack.io/kubernetes/-lifecycle-management-so-important-what-does-it-mean | Proposed: NONE
📍 https://thenewstack.io/kubernetes/-is-not-just-about-containers-its-about-the-api: Original: https://thenewstack.io/kubernetes/-is-not-just-about-containers-its-about-the-api | Proposed: NONE
📍 https://thenewstack.io/kubernetes/-observability-challenges-in-cloud-native-architecture: Original: https://thenewstack.io/kubernetes/-observability-challenges-in-cloud-native-architecture | Proposed: NONE

⚖️ License & Compliance Dashboard

License Type	Count
N/A	13677
Apache-2.0	793
MIT	432
NOASSERTION	121
GPL-3.0	45
CC0-1.0	36
MPL-2.0	25
BSD-3-Clause	23
AGPL-3.0	20
MIT-0	14
CC-BY-4.0	8
CC-BY-SA-4.0	4
GPL-2.0	4
BSD-2-Clause	3
EPL-2.0	2
0BSD	1
WTFPL	1
Unlicense	1
ISC	1
Zlib	1
LGPL-3.0	1
EPL-1.0	1

✅ Compliance: All monitored projects follow permissive Open Source standards.

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🚫 Standard Violation: Ampersand & found in title API Managers with API Gateways & Developer Portals in developerportals.md. Use 'and'.
🚫 Standard Violation: Ampersand & found in title OpenShift Network Model & Network Policy in openshift.md. Use 'and'.
🚫 Standard Violation: Ampersand & found in title Postman & Newman API Automated Tests in demos.md. Use 'and'.
🚫 Standard Violation: Ampersand & found in title Apache Camel & ActiveMQ. Event driven integration in demos.md. Use 'and'.
🚫 Standard Violation: Ampersand & found in title Eclipse Jkube Java Client for Kubernetes (formerly known as Fabric8). Kubernetes & OpenShift Maven Plugins in kubernetes-client-libraries.md. Use 'and'.
📚 V2 TOC Missing: linux.md
📚 V2 TOC Missing: aws-storage.md
📚 V2 TOC Missing: aws-databases.md
📚 V2 TOC Missing: yaml.md
📚 V2 TOC Missing: recruitment.md
📚 V2 TOC Missing: registries.md
📚 V2 TOC Missing: aws-spain.md
📚 V2 TOC Missing: helm.md
📚 V2 TOC Missing: crossplane.md
📚 V2 TOC Missing: scaffolding.md
📚 V2 TOC Missing: argo.md
📚 V2 TOC Missing: faq.md
📚 V2 TOC Missing: aws-serverless.md
📚 V2 TOC Missing: freelancing.md
📚 V2 TOC Missing: managed-kubernetes-in-public-cloud.md
📚 V2 TOC Missing: java-and-java-performance-optimization.md
📚 V2 TOC Missing: golang.md
📚 V2 TOC Missing: ai.md
📚 V2 TOC Missing: aws-architecture.md
📚 V2 TOC Missing: message-queue.md
📚 V2 TOC Missing: cloud-asset-inventory.md
📚 V2 TOC Missing: private-cloud-solutions.md
📚 V2 TOC Missing: liquibase.md
📚 V2 TOC Missing: kubernetes-security.md
📚 V2 TOC Missing: kubernetes-on-premise.md
📚 V2 TOC Missing: kubernetes-based-devel.md
📚 V2 TOC Missing: javascript.md
📚 V2 TOC Missing: chatgpt.md
📚 V2 TOC Missing: maven-gradle.md
📚 V2 TOC Missing: sonarqube.md
📚 V2 TOC Missing: devops-tools.md
📚 V2 TOC Missing: openshift-pipelines.md
📚 V2 TOC Missing: ai-agents-mcp.md
📚 V2 TOC Missing: aws-devops.md
📚 V2 TOC Missing: kubernetes-bigdata.md
📚 V2 TOC Missing: interview-questions.md
📚 V2 TOC Missing: performance-testing-with-jenkins-and-jmeter.md
📚 V2 TOC Missing: cicd-kubernetes-plugins.md
📚 V2 TOC Missing: lowcode-nocode.md
📚 V2 TOC Missing: kubernetes-alternatives.md
📚 V2 TOC Missing: istio.md
📚 V2 TOC Missing: web-servers.md
📚 V2 TOC Missing: kubernetes-monitoring.md
📚 V2 TOC Missing: newsql.md
📚 V2 TOC Missing: oraclecloud.md
📚 V2 TOC Missing: devsecops.md
📚 V2 TOC Missing: aws-training.md
📚 V2 TOC Missing: cicd.md
📚 V2 TOC Missing: elearning.md
📚 V2 TOC Missing: sre.md
📚 V2 TOC Missing: git.md
📚 V2 TOC Missing: jenkins.md
📚 V2 TOC Missing: python.md
📚 V2 TOC Missing: kubernetes-tutorials.md
📚 V2 TOC Missing: databases.md
📚 V2 TOC Missing: aws-miscellaneous.md
📚 V2 TOC Missing: monitoring.md
📚 V2 TOC Missing: cloud-arch-diagrams.md
📚 V2 TOC Missing: caching.md
📚 V2 TOC Missing: finops.md
📚 V2 TOC Missing: java_frameworks.md
📚 V2 TOC Missing: ocp4.md
📚 V2 TOC Missing: gitops.md
📚 V2 TOC Missing: developerportals.md
📚 V2 TOC Missing: kubernetes-tools.md
📚 V2 TOC Missing: linux-dev-env.md
📚 V2 TOC Missing: kubectl-commands.md
📚 V2 TOC Missing: azure.md
📚 V2 TOC Missing: GoogleCloudPlatform.md
📚 V2 TOC Missing: api.md
📚 V2 TOC Missing: container-managers.md
📚 V2 TOC Missing: kubernetes-backup-migrations.md
📚 V2 TOC Missing: chaos-engineering.md
📚 V2 TOC Missing: aws-newfeatures.md
📚 V2 TOC Missing: aws-tools-scripts.md
📚 V2 TOC Missing: cheatsheets.md
📚 V2 TOC Missing: terraform.md
📚 V2 TOC Missing: kubernetes-networking.md
📚 V2 TOC Missing: devel-sites.md
📚 V2 TOC Missing: dotnet.md
📚 V2 TOC Missing: kubernetes.md
📚 V2 TOC Missing: aws-iac.md
📚 V2 TOC Missing: jenkins-alternatives.md
📚 V2 TOC Missing: devops.md
📚 V2 TOC Missing: openshift.md
📚 V2 TOC Missing: kustomize.md
📚 V2 TOC Missing: docker.md
📚 V2 TOC Missing: ansible.md
📚 V2 TOC Missing: kubernetes-troubleshooting.md
📚 V2 TOC Missing: securityascode.md
📚 V2 TOC Missing: visual-studio.md
📚 V2 TOC Missing: demos.md
📚 V2 TOC Missing: digitalocean.md
📚 V2 TOC Missing: aws-containers.md
📚 V2 TOC Missing: pulumi.md
📚 V2 TOC Missing: aws.md
📚 V2 TOC Missing: project-management-methodology.md
📚 V2 TOC Missing: aws-security.md
📚 V2 TOC Missing: serverless.md
📚 V2 TOC Missing: servicemesh.md
📚 V2 TOC Missing: iac.md
📚 V2 TOC Missing: prometheus.md
📚 V2 TOC Missing: introduction.md
📚 V2 TOC Missing: networking.md
📚 V2 TOC Missing: oauth.md
📚 V2 TOC Missing: customer.md
📚 V2 TOC Missing: kubernetes-client-libraries.md
📚 V2 TOC Missing: kubernetes-operators-controllers.md
📚 V2 TOC Missing: react.md
📚 V2 TOC Missing: tekton.md
📚 V2 TOC Missing: qa.md
📚 V2 TOC Missing: java_app_servers.md

🟡 Warnings & Recommendations

Click to view 70 recommendations

🏚️ MVQ Violation: Stale repo https://github.com/dirien/pulumi-civo-flux-bucket (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/sonatype-nexus-community/nexus-kubernetes-openshift (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/cinhtau/sonatype-nexus-waffle (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/scorputty/packer-centos-awx (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/abessifi/ansible-sqlplus (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/mhausenblas/openshift-cheat-sheet (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/askmeegs/yaml-your-cloud (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/systemcraftsman/lab-tekton-pipelines (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/deweya/OpenShift-Jenkins-Lab (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/major/imagebuilder-containerized/blob/main/.github/workflows/main.yml (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/jenkins-x-plugins/jx-secret-postrenderer (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/nicolai86/github-rebase-bot (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/IBM/CP4MCM-SDK (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/jenkins-x/jenkins-x-openshift-image (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/gfkse/jenkins-shared-library (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/ManagedKube/kubernetes-development-environment-in-a-box (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/jace-ys/sentry-operator (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/didil/autobucket-operator (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/tinyzimmer/gst-pipeline-operator (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/ContainerSolutions/delayed-jobs-operator (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/clvx/k8s-rbac-model (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/dfrappart/articles/blob/master/podidentityjourney.md (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/oscp/awesome-openshift3 (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/robzienert/awesome-spinnaker (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/mancubus77/awesome-sre (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/vincentserpoul/kubench (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/LukeMwila/bootstrap-rke-cluster-in-aws (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/tinyzimmer/k3p (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/YannickRe/msgraph-utility-scripts (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/Azure-Samples/azure-pipelines-remote-tasks (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/adaptant-labs/k8s-dt-node-labeller (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/adaptant-labs/k8s-node-label-monitor (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/kareem-elsayed/k8s-alerts (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/yteraoka/kubectl-isolate (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/pyang55/k8sdeploy (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/GambitResearch/kubeonoff (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/anthonysterling/setec (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/bit-cloner/kcg (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/adaptant-labs/k8s-auto-labeller (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/Isan-Rivkin/kube_query (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/gimlet-io/gimletd (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/yashvardhan-kukreja/kube-bench-exporter (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/AICoE/OpenShiftKubeAudit (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/night-gold/armada (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/cloud-ark/caastle (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/dcherman/image-cache-daemon (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/maorfr/kube-tasks (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/e-minguez/openshift-yolo (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/devopshubproject/azure-terraform-ansible (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/c0dyhi11/k3s-linkerd (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/kuhlman-labs/terraform-azurerm-landing-zone (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/pie-r/terragrunt-vs-terraspace (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/mmmmmmpc/forklift-configmap-service (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/nubenetes/apache-reverse-proxy-jenkins (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/nubenetes/jenkins-CasC-kubernetes-demo (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/tfxor/terraform-google-automation-demo (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/nubenetes/nexus3-helm-chart (>4yrs) in V2 with low impact
🏚️ MVQ Violation: Stale repo https://github.com/sdduursma/github-merge-bot (>4yrs) in V2 with low impact
🌐 Missing Lang Tag: Universal Control Plane overview in registries.md needs [EN CONTENT]
🌐 Missing Lang Tag: jfrog.com: How to protect your secrets with Spectral and JFrog Pipelines in registries.md needs [EN CONTENT]
🌐 Missing Lang Tag: jfrog.com: How to protect your secrets with Spectral and JFrog Pipelines in helm.md needs [EN CONTENT]
🧬 Schema Incomplete: https://developers.redhat.com/blog/2019/11/27/handling-angular-environments-in-continuous-delivery-with-red-hat-openshift missing ['hierarchy']
🧬 Schema Incomplete: https://javascript.plainenglish.io/enough-why-its-time-to-rip-out-angular-7d831802c8a2 missing ['hierarchy']
🧬 Schema Incomplete: https://calendly.com missing ['hierarchy']
🧬 Schema Incomplete: https://youcanbook.me missing ['hierarchy']
🧬 Schema Incomplete: https://acuityscheduling.com missing ['hierarchy']
🧬 Schema Incomplete: https://karenapp.io missing ['hierarchy']
🧬 Schema Incomplete: https://support.google.com/calendar/answer/190998 missing ['hierarchy']
🧬 Schema Incomplete: https://cal.com missing ['hierarchy']
🧬 Schema Incomplete: https://support.google.com/google-workspace-individual/answer/10729749 missing ['hierarchy']

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